In [140]:
import nltk
import pandas as pd
import numpy as np
from sklearn.feature_extraction.text import CountVectorizer, TfidfTransformer
from sklearn.pipeline import Pipeline
from sklearn.linear_model import LogisticRegression, SGDClassifier
from sklearn.ensemble import RandomForestClassifier
from sklearn.naive_bayes import MultinomialNB
from sklearn.svm import LinearSVC
from sklearn.multiclass import OneVsRestClassifier, OneVsOneClassifier
from sklearn.metrics import classification_report, confusion_matrix
In [3]:
train = pd.read_csv('train.tsv', delimiter='\t')
test = pd.read_csv('test.tsv', delimiter='\t')
In [4]:
train.shape, test.shape
Out[4]:
((156060, 4), (66292, 3))
In [5]:
train.head()
Out[5]:
PhraseId
SentenceId
Phrase
Sentiment
0
1
1
A series of escapades demonstrating the adage ...
1
1
2
1
A series of escapades demonstrating the adage ...
2
2
3
1
A series
2
3
4
1
A
2
4
5
1
series
2
In [6]:
test.head()
Out[6]:
PhraseId
SentenceId
Phrase
0
156061
8545
An intermittently pleasing but mostly routine ...
1
156062
8545
An intermittently pleasing but mostly routine ...
2
156063
8545
An
3
156064
8545
intermittently pleasing but mostly routine effort
4
156065
8545
intermittently pleasing but mostly routine
In [7]:
# unique sentiment labels
train.Sentiment.unique()
Out[7]:
array([1, 2, 3, 4, 0])
In [8]:
train.info()
<class 'pandas.core.frame.DataFrame'>
Int64Index: 156060 entries, 0 to 156059
Data columns (total 4 columns):
PhraseId 156060 non-null int64
SentenceId 156060 non-null int64
Phrase 156060 non-null object
Sentiment 156060 non-null int64
dtypes: int64(3), object(1)
memory usage: 6.0+ MB
In [9]:
train.Sentiment.value_counts()
Out[9]:
2 79582
3 32927
1 27273
4 9206
0 7072
Name: Sentiment, dtype: int64
In [10]:
train.Sentiment.value_counts() / train.Sentiment.count()
Out[10]:
2 0.509945
3 0.210989
1 0.174760
4 0.058990
0 0.045316
Name: Sentiment, dtype: float64
In order to perform machine learning on text documents, we first need to turn the text content into numerical feature vectors.
The most intuitive way to do so is the bags of words representation:
assign a fixed integer id to each word occurring in any document of the training set (for instance by building a dictionary from words to integer indices).
for each document $#i$, count the number of occurrences of each word $w$ and store it in $X[i, j]$ as the value of feature $#j$ where $j$ is the index of word $w$ in the dictionary
Reference: http://scikit-learn.org/stable/tutorial/text_analytics/working_with_text_data.html
The Bag of Words model learns a vocabulary from all of the documents, then models each document by counting the number of times each word appears.
We'll be using the CountVectorizer feature extractor module from scikit-learn to create bag-of-words features.
In [12]:
X_train = train['Phrase']
y_train = train['Sentiment']
In [55]:
# Convert a collection of text documents to a matrix of token counts
count_vect = CountVectorizer()
# Fit followed by Transform
# Learn the vocabulary dictionary and return term-document matrix
X_train_counts = count_vect.fit_transform(X_train)
In [29]:
#X_train_count = X_train_count.toarray()
In [56]:
# 156060 rows of train data & 15240 features (one for each vocabulary word)
X_train_counts.shape
Out[56]:
(156060, 15240)
In [20]:
# get all words in the vocabulary
vocab = count_vect.get_feature_names()
print (vocab)
[u'000', u'10', u'100', u'101', u'102', u'103', u'104', u'105', u'10th', u'11', u'110', u'112', u'12', u'120', u'127', u'129', u'12th', u'13', u'13th', u'14', u'140', u'146', u'15', u'15th', u'16', u'163', u'168', u'170', u'1790', u'18', u'1899', u'19', u'1915', u'1920', u'1930s', u'1933', u'1937', u'1938', u'1940s', u'1950', u'1950s', u'1952', u'1953', u'1957', u'1958', u'1959', u'1960', u'1960s', u'1962', u'1970', u'1970s', u'1971', u'1972', u'1973', u'1975', u'1979', u'1980', u'1980s', u'1984', u'1986', u'1987', u'1989', u'1990', u'1991', u'1992', u'1993', u'1994', u'1995', u'1997', u'1998', u'1999', u'19th', u'20', u'2000', u'2001', u'2002', u'20th', u'21', u'21st', u'22', u'24', u'2455', u'25', u'26', u'270', u'295', u'30', u'300', u'3000', u'30s', u'37', u'3d', u'40', u'40s', u'42', u'451', u'48', u'4ever', u'4th', u'4w', u'50', u'500', u'50s', u'51', u'51st', u'52', u'53', u'5ths', u'60', u'60s', u'65', u'65th', u'66', u'70', u'70s', u'71', u'72', u'75', u'77', u'78', u'7th', u'80', u'800', u'80s', u'83', u'84', u'85', u'86', u'87', u'88', u'89', u'8th', u'90', u'90s', u'91', u'93', u'94', u'95', u'96', u'98', u'99', u'aaa', u'aaliyah', u'aan', u'abagnale', u'abandon', u'abandoned', u'abbass', u'abbott', u'abbreviated', u'abc', u'abderrahmane', u'abdul', u'abel', u'abhorrent', u'abhors', u'abiding', u'abilities', u'ability', u'abject', u'able', u'ably', u'abomination', u'aboriginal', u'aborted', u'abound', u'about', u'above', u'abrahams', u'abrasive', u'abridged', u'abroad', u'abrupt', u'absence', u'absent', u'absolute', u'absolutely', u'absorb', u'absorbed', u'absorbing', u'absorbs', u'absorption', u'abstract', u'absurd', u'absurdist', u'absurdities', u'absurdity', u'absurdly', u'abundant', u'abundantly', u'abuse', u'abused', u'abysmal', u'abysmally', u'abyss', u'academic', u'academy', u'accent', u'accents', u'accentuating', u'accept', u'acceptable', u'acceptance', u'accepting', u'accepts', u'access', u'accessibility', u'accessible', u'accident', u'accidental', u'acclaim', u'acclaimed', u'accommodate', u'accomodates', u'accompanied', u'accompanies', u'accompanying', u'accomplish', u'accomplished', u'accomplishes', u'accomplishment', u'accomplishments', u'according', u'account', u'accountant', u'accumulate', u'accumulated', u'accumulates', u'accuracy', u'accurate', u'accurately', u'accuse', u'accused', u'ace', u'acerbic', u'ache', u'achero', u'achieve', u'achieved', u'achievement', u'achievements', u'achieves', u'achieving', u'aching', u'achingly', u'achival', u'achronological', u'acid', u'acidic', u'acidity', u'ackerman', u'acknowledges', u'acknowledging', u'acolytes', u'acquainted', u'acquire', u'acquired', u'acquires', u'acres', u'acrid', u'across', u'act', u'acted', u'acting', u'action', u'actioner', u'actioners', u'actions', u'activate', u'activism', u'activists', u'activities', u'activity', u'actor', u'actorish', u'actorliness', u'actorly', u'actors', u'actory', u'actress', u'actresses', u'acts', u'actual', u'actually', u'actuary', u'acumen', u'acute', u'ad', u'adage', u'adam', u'adamant', u'adams', u'adaptation', u'adaptations', u'adapted', u'adapts', u'add', u'addams', u'added', u'addict', u'addicted', u'addiction', u'addictive', u'adding', u'addition', u'address', u'addresses', u'addressing', u'adds', u'adept', u'adequate', u'adequately', u'adhere', u'adherents', u'adhering', u'adjective', u'adjusting', u'administration', u'admirable', u'admirably', u'admiration', u'admire', u'admirer', u'admirers', u'admiring', u'admission', u'admit', u'admitted', u'admittedly', u'admitting', u'ado', u'adobo', u'adolescence', u'adolescent', u'adolescents', u'adopt', u'adopts', u'adorability', u'adorable', u'adorably', u'adored', u'adoring', u'adorns', u'adrenalin', u'adrenaline', u'adrenalized', u'adrian', u'adrien', u'adrift', u'adroit', u'ads', u'adult', u'adultery', u'adults', u'advance', u'advanced', u'advances', u'advancing', u'advantage', u'advantages', u'adventues', u'adventure', u'adventures', u'adventurous', u'adversity', u'advert', u'advertised', u'advertisement', u'advertising', u'advice', u'advised', u'advises', u'advocacy', u'aerial', u'aesop', u'aesthetic', u'aesthetically', u'aesthetics', u'affability', u'affable', u'affair', u'affect', u'affectation', u'affected', u'affecting', u'affectingly', u'affection', u'affectionate', u'affectionately', u'affections', u'affects', u'affinity', u'affirm', u'affirmational', u'affirming', u'affirms', u'affleck', u'afflicts', u'affluence', u'affluent', u'afford', u'affords', u'afghan', u'afghani', u'aficionados', u'afloat', u'afraid', u'africa', u'african', u'after', u'afterlife', u'aftermath', u'afternoon', u'afterschool', u'aftertaste', u'afterthought', u'afterwards', u'again', u'against', u'agape', u'age', u'aged', u'agency', u'agenda', u'agendas', u'agent', u'agents', u'agers', u'ages', u'agey', u'aggrandizing', u'aggravating', u'aggressive', u'aggressively', u'aggressiveness', u'aggrieved', u'agile', u'aging', u'agitator', u'agitprop', u'agnostic', u'ago', u'agonizing', u'agony', u'agreeably', u'agreed', u'agreement', u'aground', u'ah', u'ahead', u'ahem', u'ahola', u'ai', u'aid', u'aided', u'aids', u'aiello', u'ailments', u'aim', u'aimed', u'aiming', u'aimless', u'aimlessly', u'aimlessness', u'aims', u'air', u'aircraft', u'airhead', u'airless', u'airs', u'airy', u'aisle', u'aisles', u'akin', u'al', u'alabama', u'alacrity', u'aladdin', u'alagna', u'alain', u'alan', u'alarming', u'alarms', u'alas', u'albeit', u'album', u'alcatraz', u'alchemical', u'aldrich', u'aleck', u'alert', u'alexander', u'alexandre', u'alfonso', u'alfred', u'ali', u'alias', u'alice', u'alien', u'alienate', u'alienated', u'alienating', u'alienation', u'aliens', u'alike', u'alive', u'all', u'alleged', u'allegedly', u'allegiance', u'allegory', u'allen', u'allied', u'allison', u'allow', u'allowed', u'allowing', u'allows', u'alluring', u'allusions', u'ally', u'almodovar', u'almost', u'aloft', u'alone', u'along', u'alongside', u'aloof', u'already', u'also', u'alt', u'altar', u'alter', u'alterations', u'altered', u'altering', u'alternate', u'alternately', u'alternates', u'alternating', u'alternative', u'alternatives', u'although', u'altman', u'altogether', u'always', u'am', u'amalgam', u'amari', u'amaro', u'amassed', u'amateur', u'amateurish', u'amateurishly', u'amaze', u'amazement', u'amazing', u'amazingly', u'ambience', u'ambiguities', u'ambiguity', u'ambiguous', u'ambition', u'ambitions', u'ambitious', u'ambitiously', u'ambivalence', u'ambivalent', u'amble', u'ambrose', u'amc', u'ame', u'america', u'american', u'americanized', u'americans', u'amiable', u'amiably', u'amicable', u'amid', u'amidst', u'amini', u'amir', u'amish', u'amiss', u'amnesiac', u'amok', u'among', u'amoral', u'amorality', u'amorous', u'amos', u'amount', u'amounts', u'amours', u'amp', u'ample', u'amuse', u'amused', u'amusedly', u'amusement', u'amusements', u'amuses', u'amusing', u'amy', u'an', u'ana', u'anachronistic', u'anakin', u'analgesic', u'analysis', u'analytical', u'analyze', u'anarchic', u'anarchist', u'anarchists', u'anarchy', u'anatomical', u'anchor', u'anchored', u'anchoring', u'anchors', u'ancient', u'anciently', u'ancillary', u'and', u'anderson', u'andie', u'andrei', u'android', u'anecdote', u'anemic', u'anew', u'angel', u'angela', u'angeles', u'angelina', u'angelique', u'angels', u'anger', u'angle', u'angles', u'angling', u'angry', u'angst', u'anguish', u'anguished', u'animal', u'animals', u'animated', u'animation', u'animations', u'animaton', u'animator', u'animatronic', u'anime', u'aniston', u'ankle', u'anna', u'annals', u'anne', u'annex', u'annie', u'anniversary', u'annoyance', u'annoyances', u'annoyed', u'annoying', u'annual', u'anomaly', u'anomie', u'anonymity', u'anonymous', u'another', u'answer', u'answered', u'answering', u'answers', u'antagonism', u'ante', u'anteing', u'anthology', u'anthony', u'anthropology', u'anthropomorphic', u'anti', u'antic', u'anticipated', u'anticipation', u'antics', u'antidote', u'antique', u'antiseptic', u'antitrust', u'anton', u'antonia', u'antonio', u'ants', u'antsy', u'antwone', u'anxieties', u'anxious', u'any', u'anybody', u'anymore', u'anyone', u'anyplace', u'anything', u'anyway', u'anywhere', u'apart', u'apartheid', u'apartments', u'ape', u'apes', u'apex', u'aplenty', u'aplomb', u'apocalypse', u'apollo', u'apology', u'appalling', u'apparatus', u'apparent', u'apparently', u'appeal', u'appealing', u'appealingly', u'appeals', u'appear', u'appearance', u'appeared', u'appearing', u'appears', u'appetite', u'appetites', u'appetizer', u'appetizing', u'applauded', u'apple', u'applegate', u'applied', u'applies', u'apply', u'applying', u'appointed', u'appreciate', u'appreciated', u'appreciates', u'appreciation', u'appreciative', u'approach', u'approached', u'approaches', u'approaching', u'appropriate', u'appropriated', u'appropriately', u'approximation', u'april', u'apted', u'aptitude', u'aptly', u'aragorn', u'aranda', u'ararat', u'arbitrarily', u'arbitrary', u'arc', u'arcane', u'arch', u'archetypal', u'archibald', u'architect', u'architecture', u'archival', u'archive', u'archives', u'archly', u'arctic', u'ardent', u'ardently', u'ardor', u'arduous', u'are', u'area', u'areas', u'argentine', u'argentinean', u'argentinian', u'argento', u'argot', u'arguably', u'argue', u'argues', u'arguing', u'argument', u'arguments', u'arise', u'arising', u'aristocracy', u'aristocrat', u'aristocrats', u'arithmetic', u'ark', u'arkansas', u'arliss', u'arm', u'armageddon', u'armchair', u'armed', u'armenia', u'armenian', u'armenians', u'arms', u'arnie', u'arnold', u'around', u'arrangements', u'array', u'arrest', u'arresting', u'arrive', u'arrived', u'arrives', u'arriving', u'arrogance', u'arrogant', u'arrow', u'art', u'artefact', u'arteta', u'artful', u'artfully', u'arthouse', u'arthur', u'articulate', u'articulates', u'artifice', u'artificial', u'artificiality', u'artist', u'artistes', u'artistic', u'artistically', u'artistry', u'artists', u'artless', u'artnering', u'arts', u'artsploitation', u'artsy', u'artwork', u'artworks', u'arty', u'arwen', u'as', u'ascends', u'ascension', u'ascertain', u'ash', u'ashamed', u'ashley', u'asia', u'asian', u'asiaphiles', u'aside', u'ask', u'asked', u'asking', u'asks', u'asleep', u'asparagus', u'aspect', u'aspects', u'asphalt', u'aspiration', u'aspirations', u'aspire', u'aspired', u'aspires', u'asquith', u'assailants', u'assassin', u'assassination', u'assassins', u'assault', u'assaultive', u'assaults', u'assayas', u'assed', u'assembled', u'assembles', u'assembly', u'assert', u'assess', u'assesses', u'asset', u'assets', u'assign', u'assigned', u'assignment', u'assimilated', u'associate', u'associated', u'association', u'associations', u'assume', u'assumes', u'assuming', u'assumption', u'assurance', u'assured', u'assuredly', u'assures', u'astonish', u'astonishing', u'astonishingly', u'astounding', u'astoundingly', u'astounds', u'astray', u'astringent', u'astronaut', u'astronauts', u'astronomically', u'astute', u'asylum', u'at', u'ate', u'athlete', u'athletes', u'athletic', u'athleticism', u'athon', u'atlantic', u'atmosphere', u'atmospheric', u'atmospherics', u'atop', u'atrocious', u'atrociously', u'atrocities', u'attach', u'attached', u'attachment', u'attack', u'attackers', u'attacks', u'attal', u'attempt', u'attempted', u'attempts', u'attendant', u'attending', u'attention', u'attentions', u'attentive', u'attics', u'attitude', u'attitudes', u'attract', u'attracting', u'attraction', u'attractions', u'attractive', u'attracts', u'attributable', u'attuned', u'atypically', u'audacious', u'audacity', u'audiard', u'audience', u'audiences', u'auditorium', u'audrey', u'augmented', u'august', u'augustine', u'augustinian', u'aurelie', u'auschwitz', u'auspicious', u'aussie', u'austen', u'austere', u'austerity', u'austin', u'australia', u'australian', u'austrian', u'auteil', u'auteuil', u'auteur', u'authentic', u'authentically', u'authenticate', u'authenticity', u'author', u'authority', u'autistic', u'auto', u'autobiographical', u'autocritique', u'automatic', u'automatically', u'autopilot', u'autopsy', u'available', u'avalanche', u'avalanches', u'avant', u'avarice', u'avary', u'avengers', u'avenues', u'average', u'averse', u'aversion', u'avert', u'averting', u'avid', u'avoid', u'avoiding', u'avoids', u'avon', u'avuncular', u'awake', u'awakening', u'awakens', u'award', u'awarded', u'awards', u'aware', u'awareness', u'awash', u'away', u'awe', u'awed', u'awesome', u'awful', u'awfully', u'awfulness', u'awkward', u'awkwardly', u'awkwardness', u'awry', u'axel', u'ayala', u'ayatollah', u'ayres', u'ayurveda', u'ba', u'baaaaaaaaad', u'baader', u'babak', u'babbitt', u'babes', u'babies', u'baboon', u'baby', u'babysitter', u'back', u'backbone', u'backdrop', u'backdrops', u'backed', u'background', u'backgrounds', u'backhanded', u'backlash', u'backmasking', u'backseat', u'backstage', u'backward', u'backwater', u'backyard', u'bacon', u'bad', u'badder', u'badly', u'badness', u'baffle', u'baffled', u'baffling', u'bag', u'bagatelle', u'baggage', u'bags', u'bai', u'bailiwick', u'bailly', u'baio', u'baird', u'bait', u'baked', u'baker', u'balance', u'balanced', u'balances', u'balancing', u'bald', u'balding', u'bale', u'balk', u'balkans', u'ball', u'ballast', u'ballerina', u'ballerinas', u'ballesta', u'ballet', u'ballistic', u'balloon', u'ballot', u'ballplayer', u'ballroom', u'ballsy', u'balm', u'baloney', u'balto', u'balzac', u'bam', u'bambi', u'banal', u'banality', u'band', u'banderas', u'bands', u'bang', u'banged', u'banger', u'bank', u'banking', u'bankrupt', u'bankruptcy', u'banquet', u'banter', u'banzai', u'bar', u'baran', u'barbara', u'barbarian', u'barbarism', u'barbed', u'barbera', u'barbers', u'barbershop', u'barbs', u'bard', u'bardem', u'bare', u'barely', u'barf', u'bargain', u'baring', u'bark', u'barker', u'barking', u'barlow', u'barn', u'barney', u'baroque', u'barrage', u'barred', u'barrel', u'barreled', u'barrels', u'barrie', u'barriers', u'barris', u'barrow', u'barry', u'barrymore', u'bars', u'bart', u'bartleby', u'bartlett', u'base', u'baseball', u'based', u'basement', u'basest', u'bash', u'bashing', u'basic', u'basically', u'basis', u'bask', u'basketball', u'bastard', u'bastards', u'batch', u'bates', u'bath', u'bathing', u'bathos', u'bathroom', u'bathtub', u'batman', u'battered', u'battery', u'batting', u'battle', u'battlefield', u'battles', u'bawdy', u'bazadona', u'be', u'beach', u'beachcombing', u'beaches', u'beacon', u'bean', u'bear', u'bearable', u'beard', u'bearded', u'bearing', u'bears', u'beast', u'beasts', u'beat', u'beaten', u'beating', u'beatings', u'beats', u'beause', u'beautiful', u'beautifully', u'beauty', u'beavis', u'bebe', u'becalmed', u'became', u'because', u'beck', u'becker', u'beckett', u'beckons', u'become', u'becomes', u'becoming', u'bed', u'bedeviled', u'bedevilling', u'bedfellows', u'bedknobs', u'bedroom', u'bedside', u'bedtime', u'been', u'beer', u'beers', u'bees', u'befallen', u'before', u'befuddled', u'befuddling', u'beg', u'began', u'begging', u'begin', u'beginners', u'beginning', u'beginnings', u'begins', u'begley', u'begrudge', u'begs', u'beguiling', u'begun', u'behalf', u'behan', u'behave', u'behaved', u'behaving', u'behavior', u'behaviour', u'beheadings', u'behind', u'behold', u'beijing', u'being', u'beings', u'bela', u'belgian', u'belgium', u'belief', u'beliefs', u'believability', u'believable', u'believe', u'believed', u'believer', u'believes', u'believing', u'belinsky', u'belittle', u'bella', u'belly', u'bellyaching', u'belong', u'belongs', u'beloved', u'below', u'belt', u'bemused', u'ben', u'benchmark', u'bender', u'bending', u'beneath', u'benefit', u'benefited', u'benefits', u'benevolent', u'benigni', u'benjamins', u'benshan', u'bent', u'bentley', u'beresford', u'berg', u'bergman', u'bergmanesque', u'berkeley', u'berkley', u'berlin', u'berling', u'bermuda', u'bernal', u'bernard', u'berry', u'bertrand', u'besco', u'beseechingly', u'beside', u'besides', u'besotted', u'bespeaks', u'besson', u'best', u'bestial', u'bestowed', u'bestowing', u'bet', u'betrayal', u'betrayed', u'bettany', u'bette', u'better', u'betters', u'betting', u'betty', u'between', u'beware', u'bewildered', u'bewildering', u'bewilderingly', u'bewitched', u'beyond', u'bias', u'biased', u'bibbidy', u'bibi', u'bible', u'biblical', u'bicentennial', u'bickering', u'bickle', u'bid', u'bidder', u'bielinsky', u'big', u'bigelow', u'bigger', u'biggest', u'biggie', u'bike', u'bikes', u'bile', u'bilingual', u'bilked', u'bill', u'bille', u'billed', u'billing', u'bills', u'billy', u'binary', u'bind', u'binging', u'binks', u'binoche', u'bio', u'biographical', u'biography', u'biologically', u'biopic', u'birds', u'birkenau', u'birmingham', u'birot', u'birthday', u'biscuit', u'bisexual', u'bisset', u'bit', u'bitchy', u'bite', u'biter', u'bites', u'biting', u'bits', u'bitten', u'bitter', u'bitterly', u'bittersweet', u'biz', u'bizarre', u'bjarne', u'bjorkness', u'blab', u'black', u'blacked', u'blacken', u'blacklight', u'blackout', u'blacks', u'blade', u'bladerunner', u'blah', u'blair', u'blake', u'blame', u'blanchett', u'bland', u'blandly', u'blandness', u'blank', u'blanket', u'blanks', u'blaring', u'blarney', u'blasphemous', u'blast', u'blasting', u'blasts', u'blatant', u'blatantly', u'blaxploitation', u'blazing', u'blazingly', u'bleak', u'bleakness', u'bled', u'bledel', u'bleed', u'blemishes', u'blend', u'blended', u'blender', u'blending', u'blends', u'bless', u'blessed', u'blethyn', u'bleu', u'blight', u'blighter', u'blimey', u'blimp', u'blind', u'blinding', u'bling', u'blip', u'blips', u'bliss', u'blissfully', u'blisteringly', u'blithe', u'blithely', u'bloated', u'blob', u'block', u'blockage', u'blockbuster', u'blockbusters', u'blond', u'blonde', u'blondes', u'blood', u'bloodbath', u'blooded', u'bloodletting', u'bloodshed', u'bloodstream', u'bloodsucker', u'bloodwork', u'bloody', u'blossom', u'blow', u'blowing', u'blown', u'blowout', u'blows', u'blubber', u'bludgeoning', u'blue', u'blueblood', u'blueprint', u'bluer', u'blues', u'bluescreen', u'bluff', u'bluffs', u'blunder', u'blunt', u'blur', u'blurry', u'blush', u'blushing', u'bluster', u'blustery', u'blutarsky', u'bluto', u'bmw', u'bmws', u'bmx', u'bo', u'board', u'boarders', u'boards', u'boardwalk', u'boasting', u'boasts', u'boat', u'boatload', u'boats', u'bob', u'bobbidi', u'bod', u'bodacious', u'bode', u'bodice', u'bodied', u'bodies', u'bodily', u'body', u'boffo', u'bogdanich', u'bogdanovich', u'bogged', u'bogging', u'boggling', u'bogs', u'bogus', u'bohemian', u'boho', u'bohos', u'boiled', u'boilerplate', u'boiling', u'boils', u'boisterous', u'bolado', u'bold', u'bolder', u'boldface', u'boldly', u'bolero', u'boll', u'bollywood', u'bolster', u'bolstered', u'bolt', u'bomb', u'bombards', u'bombastic', u'bombay', u'bombs', u'bombshell', u'bon', u'bona', u'bonanza', u'bond', u'bonding', u'bondish', u'bonds', u'bone', u'bones', u'bons', u'bonus', u'boobs', u'boogaloo', u'book', u'booking', u'books', u'boom', u'boomer', u'boomers', u'boorish', u'boorishness', u'boost', u'boosted', u'boosterism', u'boot', u'booths', u'boots', u'booty', u'boozy', u'bop', u'bopper', u'border', u'bordering', u'borderline', u'borders', u'bore', u'bored', u'boredom', u'bores', u'borg', u'boring', u'boris', u'born', u'bornin', u'borrow', u'borrowed', u'borrows', u'borscht', u'borstal', u'boss', u'boston', u'botched', u'botches', u'botching', u'both', u'bother', u'bothered', u'bothers', u'bots', u'bottom', u'bottomlessly', u'bought', u'bounces', u'bouncing', u'bouncy', u'bound', u'boundaries', u'boundary', u'boundless', u'bounds', u'bouquet', u'bourgeois', u'bourne', u'bout', u'bouts', u'bow', u'bowel', u'bowl', u'bowling', u'bowser', u'box', u'boxes', u'boy', u'boyd', u'boys', u'boyz', u'bra', u'bracing', u'bracingly', u'brady', u'brain', u'brainer', u'brainless', u'brainpower', u'brains', u'brainy', u'branagh', u'branched', u'brand', u'brash', u'brass', u'brat', u'brats', u'bratt', u'bratty', u'bravado', u'brave', u'braveheart', u'bravery', u'bravo', u'bravura', u'brawn', u'brawny', u'bray', u'brazen', u'brazenly', u'brazil', u'breach', u'bread', u'breadth', u'break', u'breakdown', u'breaking', u'breakingly', u'breaks', u'breakthrough', u'breasts', u'breath', u'breathe', u'breathes', u'breathing', u'breathless', u'breathtaking', u'breathtakingly', u'brecht', u'breckin', u'breed', u'breen', u'breezy', u'breheny', u'breillat', u'breitbart', u'brendan', u'brent', u'brett', u'brew', u'brian', u'bride', u'bridge', u'bridget', u'brief', u'briefly', u'bright', u'brightly', u'brilliance', u'brilliant', u'brilliantly', u'brim', u'brimming', u'brims', u'bring', u'bringing', u'brings', u'brink', u'brio', u'brisk', u'bristles', u'brit', u'british', u'britney', u'brits', u'brittle', u'broaches', u'broad', u'broadcast', u'broader', u'broadly', u'broadside', u'broadway', u'broca', u'brockovich', u'broder', u'brody', u'brogue', u'broiling', u'broke', u'broken', u'bromides', u'bronx', u'bronze', u'brooding', u'brooklyn', u'brooks', u'broomfield', u'brooms', u'broomsticks', u'bros', u'brosnan', u'brother', u'brothers', u'brought', u'brow', u'brown', u'bruce', u'bruckheimer', u'bruckheimeresque', u'bruin', u'bruised', u'bruising', u'brush', u'brushes', u'brusqueness', u'brussels', u'brutal', u'brutality', u'brutally', u'bryan', u'bubba', u'bubble', u'bubbles', u'bubbly', u'buck', u'buckaroo', u'bucked', u'bucket', u'bucks', u'budding', u'buddy', u'budget', u'bueller', u'buff', u'buffed', u'buffeted', u'buffoons', u'buffs', u'bug', u'bugged', u'bugsy', u'bui', u'build', u'building', u'builds', u'built', u'bulk', u'bull', u'bullet', u'bullets', u'bullfighters', u'bullock', u'bullseye', u'bullwinkle', u'bully', u'bumbling', u'bump', u'bumper', u'bumps', u'bunch', u'bundling', u'bungle', u'bungling', u'buoy', u'buoyant', u'burden', u'burdened', u'burgeoning', u'burger', u'buried', u'buries', u'burke', u'burkina', u'burkinabe', u'burlap', u'burlesque', u'burn', u'burning', u'burningly', u'burns', u'burnt', u'burr', u'burrito', u'burst', u'burstein', u'bursting', u'bursts', u'busby', u'buscemi', u'bush', u'bushels', u'business', u'businesses', u'bust', u'busting', u'bustling', u'busts', u'busy', u'but', u'butler', u'butt', u'butter', u'butterfingered', u'butterflies', u'butterworth', u'butthead', u'button', u'buttons', u'buy', u'buyers', u'buying', u'buzz', u'bv', u'by', u'byatt', u'bygone', u'byler', u'bypass', u'bypassing', u'byplay', u'byron', u'bytes', u'byways', u'byzantine', u'ca', u'cabins', u'cable', u'cackles', u'cacoyannis', u'cad', u'cadavers', u'caddyshack', u'cadence', u'cadences', u'caesar', u'cafeteria', u'caffeinated', u'cage', u'cagney', u'cahill', u'caine', u'cake', u'caked', u'cal', u'calamity', u'calculated', u'calculating', u'calculations', u'calculus', u'caliber', u'calibrated', u'calibre', u'california', u'call', u'callar', u'called', u'calling', u'callow', u'calls', u'calm', u'calorie', u'calories', u'calvin', u'cam', u'camaraderie', u'came', u'cameo', u'cameos', u'camera', u'cameras', u'camerawork', u'camouflage', u'camouflaging', u'camp', u'campaign', u'campanella', u'campbell', u'campfire', u'campion', u'camps', u'campus', u'campy', u'can', u'canada', u'canadian', u'canadians', u'cancer', u'candid', u'candidate', u'candles', u'candor', u'candy', u'canned', u'cannes', u'cannibal', u'cannier', u'cannon', u'canny', u'canon', u'cantet', u'canvas', u'capability', u'capable', u'capably', u'capacity', u'cape', u'caper', u'capitalism', u'capitalize', u'capitalizes', u'capped', u'capra', u'capricious', u'captain', u'captions', u'captivated', u'captivates', u'captivating', u'captivatingly', u'captive', u'captives', u'captors', u'capture', u'captured', u'captures', u'capturing', u'car', u'card', u'cardboard', u'cardellini', u'cardiac', u'cardoso', u'cards', u'care', u'cared', u'careening', u'careens', u'career', u'careers', u'careful', u'carefully', u'careless', u'cares', u'caretakers', u'carey', u'caricature', u'caricatures', u'caring', u'carl', u'carlen', u'carlin', u'carlito', u'carlos', u'carmen', u'carmichael', u'carnage', u'carnivore', u'carol', u'carousel', u'carpenter', u'carpets', u'carrey', u'carried', u'carrier', u'carries', u'carry', u'carrying', u'cars', u'carter', u'cartons', u'cartoon', u'cartoonish', u'cartoons', u'caruso', u'carved', u'carvey', u'cary', u'cascade', u'case', u'cases', u'cash', u'cashing', u'casings', u'cassavetes', u'cassel', u'cast', u'casting', u'castle', u'castles', u'castrated', u'castro', u'casts', u'casual', u'casualties', u'cat', u'catalog', u'catalyst', u'catalytic', u'catapulting', u'catastrophic', u'catch', u'catcher', u'catches', u'catching', u'catechism', u'categorize', u'category', u'caterer', u'catharsis', u'cathartic', u'catherine', u'catholic', u'catholics', u'caton', u'catsup', u'cattaneo', u'cattle', u'caucasian', u'caught', u'cause', u'caused', u'causes', u'caustic', u'cautionary', u'cautions', u'cavaradossi', u'caved', u'caviezel', u'cavorting', u'cd', u'cedar', u'celeb', u'celebi', u'celebrate', u'celebrated', u'celebrates', u'celebration', u'celebratory', u'celebrities', u'celebrity', u'celebrityhood', u'celibacy', u'cell', u'cello', u'cellophane', u'cellular', u'celluloid', u'censure', u'center', u'centered', u'centering', u'centers', u'central', u'centre', u'centuries', u'century', u'ceo', u'cerebral', u'ceremonies', u'certain', u'certainly', u'certified', u'ces', u'cesspool', u'cgi', u'chabrol', u'chabrolian', u'chafing', u'chai', u'chaiken', u'chain', u'chainsaw', u'chair', u'chalk', u'challenge', u'challenged', u'challenges', u'challenging', u'chamber', u'champagne', u'champion', u'championship', u'chan', u'chance', u'chances', u'change', u'changed', u'changes', u'changing', u'channel', u'channeling', u'channels', u'chanukah', u'chaos', u'chaotic', u'chaplin', u'chapter', u'character', u'characterisation', u'characterisations', u'characteristic', u'characteristically', u'characterization', u'characterizations', u'characterize', u'characterized', u'characterizes', u'characters', u'charade', u'chardonne', u'charge', u'charged', u'charisma', u'charismatic', u'charitable', u'charles', u'charleston', u'charlie', u'charlize', u'charlotte', u'charly', u'charm', u'charmer', u'charming', u'charmless', u'charms', u'charred', u'charting', u'chase', u'chases', u'chasing', u'chasm', u'chastity', u'chateau', u'chateaus', u'chatter', u'chatty', u'chaykin', u'cheap', u'cheapen', u'cheapened', u'cheapening', u'cheaper', u'cheapo', u'cheat', u'cheated', u'cheatfully', u'cheats', u'check', u'checking', u'checklist', u'checkout', u'cheech', u'cheek', u'cheeks', u'cheeky', u'cheer', u'cheered', u'cheerfully', u'cheering', u'cheery', u'cheese', u'cheesier', u'cheesiest', u'cheesy', u'chef', u'chefs', u'chekhov', u'chelsea', u'chemically', u'chemicals', u'chemistry', u'chen', u'cherish', u'cherished', u'cherry', u'chest', u'chesterton', u'chew', u'chewing', u'chewy', u'chiaroscuro', u'chicago', u'chicanery', u'chick', u'chicken', u'chief', u'chiefly', u'child', u'childhood', u'childish', u'childlike', u'children', u'chill', u'chilled', u'chiller', u'chilling', u'chillingly', u'chills', u'chilly', u'chimes', u'chimney', u'chimps', u'chin', u'china', u'chinese', u'chips', u'chirpy', u'chitchat', u'cho', u'chocolate', u'choice', u'choices', u'choke', u'chokes', u'chomp', u'chomps', u'chong', u'choose', u'chooses', u'choosing', u'chop', u'choppiness', u'choppy', u'chops', u'chopsocky', u'choquart', u'chord', u'chords', u'chore', u'choreographed', u'choreography', u'chortles', u'chosen', u'chou', u'chouraqui', u'chris', u'christ', u'christelle', u'christian', u'christianity', u'christine', u'christmas', u'christopher', u'chronically', u'chronicle', u'chronicles', u'chuck', u'chuckle', u'chuckles', u'chuckling', u'chump', u'chung', u'church', u'churlish', u'churn', u'churning', u'churns', u'chyna', u'cia', u'cimarron', u'cinderella', u'cineasts', u'cinema', u'cinemantic', u'cinematic', u'cinematically', u'cinematographer', u'cinematography', u'cinephile', u'cipher', u'cipherlike', u'circa', u'circle', u'circles', u'circuit', u'circular', u'circumstances', u'circumstantial', u'circus', u'cirulnick', u'cities', u'citizen', u'city', u'civic', u'civics', u'civil', u'civilization', u'civilized', u'clad', u'claim', u'claims', u'claire', u'clamoring', u'clamorous', u'clams', u'clan', u'clancy', u'claptrap', u'clare', u'clarify', u'clarissa', u'clarity', u'clarke', u'clash', u'clashing', u'class', u'classes', u'classic', u'classical', u'classicism', u'classics', u'classification', u'classified', u'classify', u'classroom', u'classy', u'claud', u'claude', u'claus', u'clause', u'claustrophic', u'claustrophobia', u'claustrophobic', u'claw', u'claws', u'clayburgh', u'clean', u'cleaner', u'cleanflicks', u'cleansing', u'clear', u'clearasil', u'clearly', u'clears', u'cleavage', u'cleaver', u'cleaving', u'clements', u'clenching', u'clerk', u'cletis', u'clever', u'cleverest', u'cleverly', u'cleverness', u'cliche', u'cliched', u'cliches', u'clicking', u'clicks', u'clients', u'cliff', u'cliffhanger', u'climactic', u'climate', u'climax', u'climb', u'climbing', u'clinch', u'cling', u'clinic', u'clinical', u'clinically', u'clint', u'clips', u'cliques', u'clive', u'cloak', u'cloaked', u'cloaks', u'clobbering', u'clock', u'clocked', u'clocks', u'clockstoppers', u'clone', u'clones', u'clooney', u'close', u'closed', u'closely', u'closer', u'closes', u'closest', u'closet', u'closing', u'closure', u'clothed', u'clothes', u'clothing', u'clotted', u'clouds', u'cloudy', u'clout', u'clown', u'clownish', u'cloying', u'cloyingly', u'club', u'clubs', u'clue', u'clueless', u'cluelessness', u'clumsily', u'clumsiness', u'clumsy', u'clung', u'clunker', u'clunkiness', u'clunky', u'clutch', u'clutches', u'clutching', u'clyde', u'co', u'coal', u'coarse', u'coast', u'coastal', u'coaster', u'coasting', u'coat', u'coated', u'coating', u'cobbled', u'coburn', u'cockettes', u'cockeyed', u'cockney', u'cocktail', u'cocky', u'cocoon', u'coda', u'code', u'codes', u'codswallop', u'coen', u'coffee', u'cogent', u'cognizant', u'coherence', u'coherent', u'coheres', u'cohesion', u'cohesive', u'coinage', u'coincidence', u'coke', u'cold', u'coldest', u'colgate', u'colin', u'collaboration', u'collaborative', u'collaborators', u'collage', u'collapse', u'collapses', u'collar', u'collateral', u'colleagues', u'collect', u'collected', u'collection', u'collective', u'collectively', u'college', u'collegiate', u'collide', u'collie', u'collinwood', u'collision', u'colonialism', u'colonics', u'color', u'colored', u'colorful', u'colorfully', u'colors', u'colosseum', u'colour', u'coloured', u'coltish', u'columbia', u'columbine', u'columbus', u'column', u'com', u'coma', u'comatose', u'combat', u'combination', u'combine', u'combined', u'combines', u'combining', u'combustible', u'combustion', u'come', u'comeback', u'comedian', u'comedic', u'comedically', u'comedies', u'comedy', u'comes', u'comeuppance', u'comfort', u'comfortable', u'comfortably', u'comforting', u'comfy', u'comic', u'comical', u'comically', u'comics', u'comin', u'coming', u'command', u'commander', u'commanding', u'commands', u'commend', u'commendable', u'commended', u'comment', u'commentary', u'commenting', u'comments', u'commerce', u'commercial', u'commercialism', u'commercials', u'commiserating', u'commitment', u'committed', u'common', u'commonplace', u'communal', u'commune', u'communicate', u'communicates', u'communicating', u'communication', u'communications', u'community', u'companion', u'companionable', u'companionship', u'company', u'comparatively', u'compare', u'compared', u'comparing', u'comparison', u'comparisons', u'compass', u'compassion', u'compassionate', u'compassionately', u'compatible', u'compelled', u'compelling', u'compellingly', u'compels', u'compendium', u'compensate', u'compensated', u'compete', u'competence', u'competent', u'competently', u'competing', u'competition', u'complacency', u'complain', u'complaining', u'complaint', u'complaints', u'complete', u'completely', u'completion', u'completist', u'completists', u'complex', u'complexities', u'complexity', u'complexly', u'complicate', u'complicated', u'complications', u'complicity', u'compliment', u'components', u'composed', u'composer', u'composition', u'compositions', u'composure', u'comprehend', u'comprehensible', u'comprehension', u'compressed', u'comprise', u'compromise', u'compromised', u'compromising', u'compulsion', u'compulsive', u'compulsively', u'computer', u'computerized', u'con', u'conan', u'conceal', u'concealment', u'conceit', u'conceited', u'conceits', u'conceivable', u'conceive', u'conceived', u'concentrate', u'concentrates', u'concentrating', u'concentration', u'concept', u'conception', u'conceptions', u'concepts', u'conceptual', u'conceptually', u'concern', u'concerned', u'concerning', u'concerns', u'concert', u'concession', u'concludes', u'conclusion', u'conclusions', u'conclusive', u'concocted', u'concoction', u'concoctions', u'concrete', u'concubine', u'condensed', u'condescending', u'condescension', u'condition', u'conditioning', u'conditions', u'condone', u'conduct', u'conducted', u'conduits', u'condundrum', u'cone', u'confection', u'confession', u'confessional', u'confessions', u'confidence', u'confident', u'confidently', u'configurations', u'confined', u'confines', u'confining', u'confirms', u'conflagration', u'conflict', u'conflicted', u'conflicting', u'conflicts', u'confluence', u'conformity', u'conforms', u'confounded', u'confounding', u'confront', u'confrontational', u'confrontations', u'confronting', u'confuse', u'confused', u'confuses', u'confusing', u'confusion', u'congeniality', u'congrats', u'congratulate', u'congratulation', u'congratulatory', u'conjure', u'conjured', u'conjures', u'conjuring', u'connect', u'connected', u'connection', u'connections', u'conned', u'conniving', u'connoisseurs', u'conquer', u'conquers', u'conrad', u'cons', u'conscience', u'conscientious', u'conscious', u'consciously', u'consciousness', u'consequence', u'consequences', u'conservative', u'consider', u'considerable', u'considerably', u'consideration', u'considered', u'considering', u'considers', u'consigliere', u'consigned', u'consistency', u'consistent', u'consistently', u'consists', u'consolation', u'consoled', u'conspicuous', u'conspicuously', u'conspiracies', u'conspiracy', u'conspiratorial', u'conspirators', u'constant', u'constantly', u'constraints', u'constricted', u'constrictive', u'construct', u'constructed', u'construction', u'constructs', u'consume', u'consumed', u'consumerist', u'consumers', u'consuming', u'consummate', u'contact', u'contagious', u'contain', u'contained', u'contains', u'contemplates', u'contemplation', u'contemplative', u'contemporaries', u'contemporary', u'contempt', u'contemptible', u'contemptuous', u'contend', u'contender', u'contenders', u'content', u'contentedly', u'contentious', u'contest', u'context', u'continent', u'continually', u'continuation', u'continue', u'continues', u'continuing', u'continuity', u'continuum', u'contorting', u'contours', u'contract', u'contradiction', u'contradictory', u'contradicts', u'contraption', u'contrast', u'contrasting', u'contrasts', u'contribute', u'contributed', u'contributes', u'contribution', u'contributions', u'contrivance', u'contrivances', u'contrived', u'contriving', u'control', u'controlled', u'controlling', u'controversial', u'controversy', u'contructed', u'conundrum', u'convenience', u'convenient', u'convention', u'conventional', u'conventions', u'conversation', u'conversational', u'conversations', u'conversion', u'converted', u'converts', u'convey', u'conveying', u'conveyor', u'conveys', u'conviction', u'convictions', u'convince', u'convinced', u'convinces', u'convincing', u'convincingly', u'convoluted', u'convolution', u'convolutions', u'cook', u'cooker', u'cookie', u'cooks', u'cool', u'cooler', u'coolness', u'cooly', u'cooper', u'coordinated', u'coos', u'cop', u'cope', u'copenhagen', u'copies', u'coping', u'copious', u'copmovieland', u'copout', u'coppola', u'cops', u'copy', u'copycat', u'copyof', u'cor', u'coral', u'corbett', u'corcuera', u'core', u'coriat', u'corn', u'cornball', u'corner', u'corners', u'corniest', u'corniness', u'cornpone', u'corny', u'corporate', u'corpse', u'corpus', u'correct', u'correctly', u'correctness', u'corrupt', u'corruption', u'cortez', u'cosa', u'cosby', u'cost', u'costars', u'costly', u'costner', u'costs', u'costume', u'costumed', u'costumer', u'costumes', u'costuming', u'cotswolds', u'cotton', u'couch', u'coughed', u'could', u'coulda', u'count', u'countenance', u'counter', u'counterculture', u'counterpart', u'counterparts', u'counterproductive', u'counting', u'countless', u'country', u'counts', u'county', u'couple', u'coupled', u'couples', u'coupling', u'courage', u'courageous', u'courageousness', u'course', u'court', u'courtesy', u'courtney', u'courtroom', u'courts', u'courtship', u'cousin', u'couture', u'cover', u'covered', u'covering', u'covers', u'cow', u'cowardly', u'cowering', u'cows', u'cox', u'coy', u'cq', u'crack', u'cracked', u'cracker', u'crackers', u'cracking', u'crackle', u'crackles', u'cracks', u'cradles', u'craft', u'crafted', u'crafting', u'craftsmanship', u'craftsmen', u'crafty', u'craig', u'cram', u'crammed', u'crane', u'crank', u'cranked', u'cranky', u'crap', u'crappola', u'crappy', u'crapulence', u'crash', u'crashing', u'crass', u'crassly', u'crassness', u'crave', u'craven', u'crawl', u'crawlies', u'crawling', u'crawls', u'crawly', u'crazed', u'crazier', u'craziness', u'crazy', u'creaky', u'cream', u'create', u'created', u'creates', u'creating', u'creation', u'creations', u'creative', u'creatively', u'creativity', u'creator', u'creators', u'creature', u'creatures', u'credibility', u'credible', u'credit', u'credited', u'credits', u'credulity', u'credulous', u'creed', u'creek', u'creep', u'creepiest', u'creepiness', u'creeping', u'creeps', u'creepy', u'cremaster', u'crematorium', u'crescendo', u'cresting', u'crew', u'cribbed', u'cribbing', u'cricket', u'cries', u'crikey', u'crime', u'crimen', u'crimes', u'criminal', u'criminals', u'cringe', u'cringing', u'crippled', u'crises', u'crisis', u'crisp', u'crisper', u'crispin', u'crisply', u'cristo', u'criterion', u'critic', u'critical', u'critically', u'criticism', u'criticizes', u'criticizing', u'critics', u'critique', u'critiquing', u'croaks', u'croatia', u'crocodile', u'cronenberg', u'crooks', u'crooned', u'crooning', u'cross', u'crossed', u'crosses', u'crossing', u'crossover', u'crossroads', u'crowd', u'crowded', u'crowdpleaser', u'crowds', u'croze', u'crucial', u'crucifixion', u'crude', u'crudely', u'crudeness', u'crudities', u'crudity', u'crudup', u'cruel', u'cruelly', u'cruelties', u'cruelty', u'crumb', u'crummy', u'crush', u'crushed', u'crushing', u'crushingly', u'crusty', u'cry', u'cryin', u'crypt', u'crystal', u'crystallize', u'cuaron', u'cub', u'cuba', u'cuban', u'cube', u'cuddly', u'cue', u'cues', u'cuisine', u'culkin', u'culled', u'culmination', u'culprit', u'cult', u'cultist', u'cultivated', u'cultivation', u'cultural', u'culture', u'cultures', u'cumbersome', u'cumulative', u'cunning', u'cunningham', u'cup', u'curdling', u'cure', u'curio', u'curiosity', u'curious', u'curiously', u'curlers', u'curling', u'curmudgeon', u'curmudgeonly', u'current', u'currently', u'curse', u'cursing', u'cursory', u'curtain', u'curtains', u'curtsy', u'curve', u'curves', u'cusack', u'cushion', u'cuss', u'cussing', u'customarily', u'customers', u'cut', u'cute', u'cuteness', u'cuter', u'cutes', u'cutesy', u'cutoffs', u'cuts', u'cutter', u'cutthroat', u'cutting', u'cyber', u'cycle', u'cylinders', u'cyndi', u'cynic', u'cynical', u'cynicism', u'cynics', u'da', u'dabbles', u'dad', u'dadaist', u'daddy', u'dafoe', u'daft', u'dahmer', u'daily', u'dalloway', u'dalrymple', u'damage', u'damaged', u'damme', u'damn', u'damned', u'damning', u'damon', u'dampened', u'damsel', u'dan', u'dana', u'danang', u'dance', u'dancers', u'dances', u'dancing', u'danger', u'dangerfield', u'dangerous', u'dangerously', u'dangers', u'dani', u'daniel', u'danis', u'danish', u'danny', u'dante', u'dare', u'dared', u'daredevils', u'dares', u'daring', u'daringly', u'dark', u'darker', u'darkest', u'darkly', u'darkness', u'darling', u'darned', u'das', u'dash', u'dashing', u'dass', u'date', u'dated', u'dates', u'dating', u'daughter', u'daughters', u'daunting', u'dave', u'david', u'davies', u'davis', u'dawdle', u'dawn', u'dawns', u'dawson', u'day', u'daydreams', u'days', u'daytime', u'dazed', u'dazzle', u'dazzling', u'de', u'dead', u'deadening', u'deadeningly', u'deadly', u'deadpan', u'deafening', u'deal', u'dealer', u'dealers', u'dealing', u'deals', u'dealt', u'dean', u'dear', u'dearly', u'dearth', u'death', u'deathly', u'deaths', u'debatable', u'debate', u'debated', u'debating', u'debilitating', u'deblois', u'debrauwer', u'debris', u'debt', u'debts', u'debut', u'debuts', u'decade', u'decadent', u'decades', u'decasia', u'decay', u'deceit', u'decency', u'decent', u'deception', u'deceptions', u'deceptively', u'decibel', u'decide', u'decided', u'decidedly', u'decides', u'decipherable', u'decision', u'decisions', u'decisive', u'decisively', u'deckhand', u'declared', u'decline', u'decoder', u'decommissioned', u'decomposition', u'deconstruction', u'decorates', u'decorating', u'decorous', u'decrepit', u'decter', u'dedicated', u'dedication', u'deeds', u'deem', u'deemed', u'deep', u'deepa', u'deeper', u'deepest', u'deeply', u'deer', u'defeated', u'defeatingly', u'defeats', u'defecates', u'defend', u'defense', u'defensible', u'defensive', u'deferred', u'defiance', u'defiant', u'defiantly', u'deficit', u'defies', u'define', u'defined', u'defines', u'defining', u'definite', u'definitely', u'definition', u'definitions', u'definitive', u'deflated', u'deform', u'deft', u'deftly', u'defuses', u'defying', u'degenerates', u'degenerating', u'degraded', u'degrades', u'degrading', u'degree', u'dehumanizing', u'deja', u'del', u'delay', u'delayed', u'delectable', u'delete', u'deleted', u'deleting', u'delhi', u'delia', u'deliberate', u'deliberately', u'deliberateness', u'deliberative', u'delicate', u'delicately', u'delicious', u'deliciously', u'delight', u'delighted', u'delightful', u'delightfully', u'delights', u'delineate', u'delinquent', u'delirious', u'deliriously', u'delirium', u'deliver', u'deliverance', u'delivered', u'delivering', u'delivers', u'delivery', u'delusion', u'delusional', u'delusions', u'delves', u'delving', u'demand', u'demanding', u'demands', u'demeaning', u'demeanor', u'demeanour', u'demented', u'demeo', u'demi', u'demise', u'demme', u'democracie', u'democracies', u'democracy', u'democratic', u'demographic', u'demographically', u'demographics', u'demonic', u'demons', u'demonstrate', u'demonstrated', u'demonstrates', u'demonstrating', u'demonstration', u'dench', u'denial', u'denied', u'deniro', u'denis', u'denizens', u'denlopp', u'denmark', u'denouement', u'denouements', u'dense', u'densely', u'densest', u'dentist', u'denuded', u'denver', u'deny', u'denying', u'denzel', u'deok', u'depalma', u'department', u'departments', u'departs', u'departure', u'depend', u'dependable', u'dependence', u'dependent', u'depending', u'depends', u'depict', u'depicted', u'depiction', u'depictions', u'depicts', u'depleted', u'deploys', u'deportment', u'deposited', u'depraved', u'depravity', u'deprecating', u'depress', u'depressed', u'depressing', u'depressingly', u'depression', u'depth', u'depths', u'der', u'derailed', u'deranged', u'derek', u'derisions', u'derisive', u'derivative', u'derivativeness', u'derive', u'derived', u'derives', u'derrida', u'derring', u'derry', u'descend', u'descends', u'describe', u'described', u'describes', u'describing', u'description', u'descriptions', u'desecrations', u'desert', u'deserve', u'deserved', u'deserves', u'deserving', u'desiccated', u'design', u'designed', u'desirable', u'desire', u'desired', u'desires', u'desolate', u'despair', u'despairing', u'despairingly', u'desperate', u'desperately', u'desperation', u'despicable', u'despite', u'desplat', u'destin', u'destination', u'destined', u'destiny', u'destroy', u'destroying', u'destruction', u'destructive', u'destructiveness', u'desultory', u'detached', u'detachment', u'detail', u'detailed', u'detailing', u'details', u'detective', u'detention', u'deteriorates', u'deterioration', u'determination', u'determine', u'determined', u'detract', u'detractors', u'detriment', u'deuces', u'devaluation', u'devastated', u'devastating', u'devastatingly', u'devastation', u'develop', u'developed', u'developers', u'developing', u'development', u'developmentally', u'developments', u'develops', u'deviant', u'device', u'devices', u'devils', u'devious', u'deviously', u'devise', u'devito', u'devoid', u'devolves', u'devos', u'devote', u'devoted', u'devotedly', u'devotees', u'devotion', u'dewy', u'dey', u'di', u'diabolical', u'dialog', u'dialogue', u'diamond', u'diane', u'diapers', u'diaries', u'diary', u'diatribes', u'diaz', u'dicaprio', u'dicey', u'dichotomy', u'diciness', u'dicing', u'dick', u'dickens', u'dickensian', u'dictate', u'dictates', u'dictator', u'diction', u'dictums', u'did', u'didactic', u'didacticism', u'die', u'died', u'diego', u'dies', u'diesel', u'difference', u'differences', u'different', u'differently', u'difficult', u'difficulties', u'difficulty', u'dig', u'digest', u'digested', u'diggs', u'digital', u'digitally', u'digits', u'dignified', u'dignity', u'digressions', u'digs', u'dilemma', u'dilettante', u'dilutes', u'dim', u'dime', u'dimension', u'dimensional', u'dimensions', u'diminishing', u'dimming', u'dimness', u'dimwits', u'diner', u'dinner', u'diop', u'dip', u'diplomacy', u'diplomat', u'dipped', u'dips', u'dipsticks', u'dire', u'direct', u'directed', u'directing', u'direction', u'directionless', u'directions', u'directive', u'directly', u'director', u'directorial', u'directors', u'directs', u'dirgelike', u'dirty', u'disabilities', u'disabled', u'disadvantage', u'disaffected', u'disagree', u'disagreeable', u'disappearing', u'disappears', u'disappoint', u'disappointed', u'disappointing', u'disappointingly', u'disappointment', u'disappointments', u'disappoints', u'disapproval', u'disarming', u'disarmingly', u'disassociation', u'disaster', u'disastrous', u'disbelief', u'discarded', u'discards', u'discern', u'discerned', u'discernible', u'discerning', u'discipline', u'disciplined', u'discloses', u'discomfort', u'disconcertingly', u'disconnection', u'disconnects', u'discontent', u'discord', u'discordant', u'discount', u'discouraging', u'discourse', u'discover', u'discovered', u'discoveries', u'discovering', u'discovery', u'discreet', u'discretion', u'discursive', u'discuss', u'discussed', u'discussion', u'disdain', u'disease', u'disgrace', u'disgracefully', u'disguise', u'disguised', u'disguising', u'disgust', u'disgusted', u'disgusting', u'dish', u'dishes', u'dishonest', u'dishonesty', u'dishonorable', u'disingenuous', u'disintegrates', u'disintegrating', u'disinterest', u'disjointed', u'dislikable', u'dislocation', u'disloyal', u'dismal', u'dismally', u'dismantle', u'dismay', u'dismember', u'dismiss', u'dismissed', u'dismissive', u'disney', u'disneyland', u'disobedience', u'disorientated', u'disoriented', u'disorienting', u'disparate', u'dispassionate', u'dispatching', u'dispel', u'dispense', u'displacement', u'display', u'displays', u'disposable', u'disposible', u'disposition', u'dispossessed', u'disquieting', u'disquietingly', u'disregard', u'disreputable', u'disrespected', u'disrobed', u'diss', u'dissecting', u'dissection', u'disservice', u'dissing', u'dissipated', u'distance', u'distanced', u'distances', u'distant', u'distaste', u'distasteful', u'distill', u'distillation', u'distilled', u'distinct', u'distinction', u'distinctions', u'distinctive', u'distinctly', u'distinguish', u'distinguishable', u'distinguished', u'distinguishes', u'distinguishing', u'distort', u'distortions', u'distorts', u'distract', u'distracted', u'distracting', u'distraction', u'distractions', u'distracts', u'distress', u'distressing', u'distressingly', u'disturb', u'disturbance', u'disturbed', u'disturbing', u'disturbingly', u'ditched', u'ditsy', u'ditty', u'diva', u'dive', u'diver', u'diverges', u'diverse', u'diversion', u'diversions', u'diversity', u'diverting', u'divertissement', u'divided', u'divine', u'divisions', u'divorce', u'dizzily', u'dizzy', u'djeinaba', u'do', u'doa', u'doc', u'docile', u'docs', u'doctor', u'doctorate', u'docu', u'document', u'documentarian', u'documentarians', u'documentaries', u'documentary', u'documented', u'documenting', u'documents', u'dodge', u'dodger', u'dodges', u'dodgy', u'doe', u'does', u'dog', u'dogged', u'doggie', u'dogma', u'dogmatism', u'dogme', u'dognini', u'dogs', u'dogtown', u'doh', u'doing', u'doings', u'dolby', u'doldrums', u'doles', u'dollar', u'dollars', u'dolls', u'dolly', u'dolman', u'dolorous', u'dolphin', u'doltish', u'domestic', u'dominant', u'dominate', u'dominated', u'dominates', u'domination', u'domineering', u'domino', u'don', u'donald', u'done', u'dong', u'donna', u'donovan', u'doo', u'doodled', u'doofus', u'doomed', u'dooper', u'door', u'doors', u'doorstep', u'dope', u'dopey', u'doppelganger', u'doris', u'dorkier', u'dorm', u'dosage', u'dose', u'doses', u'doshas', u'dot', u'doting', u'dots', u'dotted', u'double', u'doubles', u'doubling', u'doubt', u'doubtful', u'doubting', u'doubts', u'doug', u'dough', u'douglas', u'dour', u'dover', u'down', u'downbeat', u'downer', u'downfall', u'downhill', u'downplaying', u'downplays', u'downright', u'downs', u'downsizing', u'downtime', u'downtown', u'downward', u'doyle', u'doze', u'dozen', u'dozens', u'dozing', u'dr', u'drab', u'drably', u'draft', u'drag', u'dragged', u'draggin', u'draggy', u'dragon', u'dragonfly', u'dragons', u'drags', u'drain', u'drained', u'drains', u'drama', u'dramas', u'dramatic', u'dramatically', u'dramatics', u'dramatization', u'dramatize', u'dramatized', u'dramatizing', u'dramaturgy', u'dramedy', u'drang', u'drastic', u'draw', u'drawbacks', u'drawers', u'drawing', u'drawings', u'drawling', u'drawn', u'draws', u'dread', u'dreaded', u'dreadful', u'dreadfully', u'dreadfulness', u'dream', u'dreamed', u'dreaminess', u'dreaming', u'dreamlike', u'dreams', u'dreamscape', u'dreamworks', u'dreamy', u'dreary', u'dreck', u'dredge', u'drek', u'drenched', u'dress', u'dressed', u'dresses', u'dressing', u'drew', u'dridi', u'drifts', u'drill', u'drink', u'drinker', u'drinking', u'dripping', u'drips', u'drive', u'drivel', u'driven', u'driver', u'drives', u'driving', u'drizzle', u'droll', u'droning', u'drooling', u'drop', u'dropped', u'dropping', u'droppingly', u'drops', u'drown', u'drowned', u'drowning', u'drowns', u'drowsy', u'drudgery', u'drug', u'druggy', u'drugs', u'drum', u'drumbeat', u'drumline', u'drumming', u'drung', u'drunk', u'drunken', u'dry', u'drying', u'dual', u'dualistic', u'dubbed', u'dubious', u'duck', u'duckling', u'ducts', u'dud', u'duddy', u'dude', u'duds', u'dudsville', u'due', u'duel', u'dues', u'dug', u'duke', u'duking', u'dull', u'dullard', u'dulled', u'dullest', u'dullingly', u'dullness', u'dulls', u'duly', u'dumas', u'dumb', u'dumbed', u'dumber', u'dumbness', u'dumbo', u'dummies', u'dumped', u'dumplings', u'dungeons', u'dungpile', u'dunk', u'dunno', u'dunst', u'dupe', u'duplicate', u'durable', u'duration', u'during', u'dust', u'dustbin', u'dustin', u'dusty', u'duties', u'dutiful', u'dutifully', u'duty', u'duvall', u'dv', u'dvd', u'dwarf', u'dwarfs', u'dwell', u'dwellers', u'dwells', u'dwindles', u'dying', u'dylan', u'dynamic', u'dynamics', u'dynamism', u'dynamite', u'dynamited', u'dysfunction', u'dysfunctional', u'dysfunctionally', u'dyslexia', u'dystopia', u'dystopian', u'each', u'eager', u'eagerness', u'eagle', u'ear', u'eardrum', u'earlier', u'early', u'earmarks', u'earn', u'earned', u'earnest', u'earnestness', u'earnhart', u'earns', u'earplugs', u'ears', u'earth', u'earthly', u'earthy', u'ease', u'easier', u'easily', u'east', u'eastern', u'eastwood', u'easy', u'eat', u'eating', u'eats', u'ebullient', u'eccentric', u'eccentricities', u'eccentricity', u'eccentrics', u'echelons', u'echo', u'echoes', u'ecks', u'eckstraordinarily', u'eclair', u'eclipse', u'eclipses', u'ecological', u'economic', u'economical', u'economics', u'ecstasy', u'ed', u'eddie', u'eddy', u'edge', u'edged', u'edges', u'edgy', u'edifying', u'edit', u'edited', u'editing', u'edition', u'editor', u'editorial', u'edits', u'edmund', u'educate', u'educates', u'education', u'educational', u'edward', u'eee', u'eerie', u'eerily', u'effect', u'effecting', u'effective', u'effectively', u'effectiveness', u'effects', u'efficiency', u'efficient', u'efficiently', u'effort', u'effortless', u'effortlessly', u'efforts', u'efteriades', u'ego', u'egocentricities', u'egomaniac', u'egoyan', u'egregious', u'egregiously', u'egypt', u'eh', u'eight', u'eighth', u'eighties', u'eileen', u'einstein', u'eisenhower', u'eisenstein', u'either', u'eke', u'el', u'elaborate', u'elbowed', u'elbows', u'elder', u'elderly', u'eldritch', u'elect', u'election', u'electoral', u'electra', u'electric', u'electrocute', u'electronic', u'elegance', u'elegant', u'elegantly', u'elegiac', u'elegy', u'element', u'elemental', u'elements', u'elephant', u'elevate', u'elevated', u'elevates', u'eleven', u'elfriede', u'elicit', u'elicited', u'elicits', u'elie', u'eliminating', u'elite', u'elizabeth', u'elizabethans', u'ellen', u'elling', u'elliptically', u'ellis', u'elm', u'elmo', u'eloquence', u'eloquent', u'eloquently', u'else', u'elsewhere', u'elude', u'eludes', u'elusive', u'elves', u'elvira', u'elvis', u'elysian', u'em', u'emaciated', u'emailed', u'embalmed', u'embarking', u'embarrassed', u'embarrassingly', u'embarrassment', u'embedded', u'embellished', u'embellishment', u'embodies', u'embody', u'embrace', u'embraced', u'embraces', u'embracing', u'embroils', u'emerge', u'emerged', u'emergence', u'emergency', u'emerges', u'emerging', u'emigre', u'emilie', u'eminently', u'emotion', u'emotional', u'emotionally', u'emotions', u'empathize', u'empathizes', u'empathy', u'emperor', u'emphasis', u'emphasising', u'emphasized', u'emphasizes', u'emphasizing', u'emphatic', u'empire', u'employ', u'employment', u'employs', u'empowered', u'empowering', u'empowerment', u'emptily', u'emptiness', u'empty', u'emulates', u'enables', u'enabling', u'enact', u'enacted', u'enactments', u'enamored', u'enchanted', u'enchanting', u'enchantment', u'encomia', u'encompasses', u'encompassing', u'encounter', u'encountered', u'encountering', u'encounters', u'encourage', u'encourages', u'encouraging', u'encumbers', u'encyclopedia', u'end', u'endangered', u'endear', u'endearing', u'endeavor', u'endeavors', u'endeavour', u'ended', u'endgame', u'ending', u'endings', u'endless', u'endlessly', u'endorsement', u'endorses', u'ends', u'endurance', u'endure', u'endured', u'enduring', u'enemies', u'enemy', u'energetic', u'energies', u'energized', u'energizes', u'energizing', u'energy', u'enervating', u'enforced', u'enforcement', u'engage', u'engaged', u'engages', u'engaging', u'engagingly', u'engendering', u'engine', u'engineering', u'england', u'english', u'englishmen', u'engorged', u'engross', u'engrossing', u'engulfed', u'enhance', u'enhanced', u'enhances', u'enhancing', u'enigma', u'enigmatic', u'enjoy', u'enjoyable', u'enjoyably', u'enjoyed', u'enjoying', u'enjoyment', u'enjoys', u'enlightened', u'enlightening', u'enlightenment', u'enliven', u'enlivens', u'ennui', u'enormous', u'enormously', u'enough', u'enriched', u'ensemble', u'ensnare', u'ensues', u'ensuing', u'ensure', u'ensures', u'entendre', u'enter', u'entered', u'entering', u'enterprise', u'enters', u'entertain', u'entertained', u'entertaining', u'entertainingly', u'entertainment', u'entertainments', u'entertains', u'enthrall', u'enthralling', u'enthronement', u'enthusiasm', u'enthusiasms', u'enthusiastic', u'enthusiastically', u'enthusiasts', u'enticing', u'entire', u'entirely', u'entitled', u'entity', u'entranced', u'entrapment', u'entree', u'entrepreneurial', u'entries', u'entry', u'entwined', u'envelope', u'enveloped', u'enveloping', u'envelops', u'envious', u'environment', u'environmental', u'environments', u'environs', u'epic', u'epicenter', u'epics', u'epilogue', u'epiphanies', u'epiphany', u'episode', u'episodes', u'episodic', u'epitaph', u'eponymous', u'epps', u'equal', u'equalizer', u'equally', u'equals', u'equate', u'equation', u'equations', u'equilibrium', u'equipment', u'equipped', u'equivalent', u'equlibrium', u'er', u'era', u'erects', u'eric', u'erin', u'ernest', u'eroded', u'eroti', u'erotic', u'erotically', u'eroticism', u'eroticized', u'erratic', u'errol', u'error', u'errors', u'errs', u'erupt', u'escapade', u'escapades', u'escape', u'escaped', u'escapes', u'escapism', u'escapist', u'eschews', u'escort', u'esoteric', u'especially', u'espionage', u'espite', u'espn', u'espoused', u'esque', u'essay', u'essayist', u'essence', u'essential', u'essentially', u'establish', u'established', u'establishes', u'establishing', u'establishment', u'esteem', u'esteemed', u'estela', u'esther', u'estranged', u'estrogen', u'et', u'etc', u'etched', u'eternal', u'eternally', u'eternity', u'ethan', u'ethereal', u'ethical', u'ethics', u'ethnic', u'ethnicities', u'ethnographic', u'ethnography', u'ethos', u'etre', u'eudora', u'eun', u'euphemism', u'euphoria', u'euro', u'europe', u'european', u'evacuations', u'evade', u'evaded', u'evaluate', u'evanescent', u'evangelical', u'evans', u'evaporates', u'evasive', u'eve', u'evelyn', u'even', u'evening', u'evenings', u'evenly', u'event', u'eventful', u'events', u'eventual', u'eventually', u'ever', u'everett', u'evergreen', u'everlasting', u'everlyn', u'every', u'everybody', u'everyday', u'everyman', u'everyone', u'everything', u'everywhere', u'eviction', u'evidence', u'evident', u'evil', u'evocation', u'evocative', u'evoke', u'evoked', u'evokes', u'evoking', u'evolution', u'evolve', u'evolved', u'evolves', u'evolving', u'ex', u'exact', u'exactly', u'exaggerated', u'exaggeration', u'exalted', u'exalts', u'examination', u'examine', u'examines', u'examining', u'example', u'examples', u'exasperated', u'exasperating', u'exasperatingly', u'exceeding', u'exceedingly', u'exceeds', u'excellence', u'excellent', u'excels', u'except', u'excepting', u'exception', u'exceptional', u'exceptionally', u'exceptions', u'excess', u'excesses', u'excessively', u'exchange', u'exchanges', u'excite', u'excited', u'excitement', u'excites', u'exciting', u'exclamation', u'exclusively', u'excruciating', u'excruciatingly', u'excursion', u'excuse', u'execrable', u'executed', u'execution', u'executive', u'executives', u'exemplify', u'exercise', u'exercises', u'exhausted', u'exhausting', u'exhaustingly', u'exhaustion', u'exhibit', u'exhibitionism', u'exhibits', u'exhilarating', u'exhilaratingly', u'exhuming', u'exiled', u'exist', u'existed', u'existence', u'existent', u'existential', u'existentialism', u'existing', u'exists', u'exit', u'exotic', u'exoticism', u'expand', u'expanded', u'expands', u'expanse', u'expansion', u'expect', u'expectant', u'expectation', u'expectations', u'expected', u'expecting', u'expects', u'expedience', u'expeditious', u'expend', u'expense', u'expensive', u'experience', u'experienced', u'experiences', u'experiment', u'experimental', u'experimentation', u'experiments', u'expert', u'expertly', u'expiration', u'expiry', u'explain', u'explaining', u'explains', u'explanation', u'explanations', u'explicit', u'explode', u'explodes', u'exploit', u'exploitation', u'exploitative', u'exploiting', u'exploitive', u'exploits', u'exploration', u'exploratory', u'explore', u'explored', u'explores', u'exploring', u'explosion', u'explosions', u'explosive', u'expose', u'exposed', u'exposes', u'exposing', u'exposition', u'expository', u'exposure', u'expound', u'express', u'expresses', u'expressing', u'expression', u'expressionist', u'expressionistic', u'expressions', u'expressive', u'expressively', u'expressiveness', u'expressly', u'exquisite', u'exquisitely', u'extant', u'extended', u'extends', u'extension', u'extensive', u'extent', u'exterior', u'exterminator', u'extra', u'extracting', u'extraordinarily', u'extraordinary', u'extras', u'extravagant', u'extravagantly', u'extravaganza', u'extravaganzas', u'extreme', u'extremely', u'extremes', u'extremist', u'extremists', u'extremities', u'extrusion', u'exuberance', u'exuberant', u'exuberantly', u'exude', u'exudes', u'exxon', u'eye', u'eyeballs', u'eyed', u'eyelids', u'eyes', u'eyre', u'fabian', u'fable', u'fabric', u'fabricated', u'fabuleux', u'fabulous', u'fabulously', u'fabulousness', u'facade', u'facades', u'face', u'faced', u'faceless', u'faceoff', u'faces', u'facet', u'facetious', u'facial', u'facile', u'facing', u'fact', u'factor', u'factors', u'factory', u'facts', u'fad', u'fade', u'faded', u'fades', u'fagioli', u'fahrenheit', u'fai', u'fail', u'failed', u'failing', u'failings', u'fails', u'failure', u'faint', u'fair', u'fairies', u'fairlane', u'fairly', u'fairness', u'fairy', u'fairytale', u'faith', u'faithful', u'fake', u'faked', u'falcon', u'fall', u'fallen', u'fallibility', u'fallible', u'falling', u'fallon', u'falls', u'false', u'falsehoods', u'faltering', u'falters', u'fame', u'famed', u'familial', u'familiar', u'familiarity', u'families', u'family', u'famine', u'famous', u'famuyiwa', u'fan', u'fanatic', u'fanatical', u'fanatics', u'fanboy', u'fancies', u'fanciful', u'fancy', u'fang', u'fangoria', u'fans', u'fantasia', u'fantasies', u'fantasized', u'fantasma', u'fantasti', u'fantastic', u'fantastically', u'fantasy', u'far', u'faraway', u'farce', u'farcical', u'farcically', u'fare', u'farenheit', u'farewell', u'farm', u'farrelly', u'fart', u'farts', u'fascinate', u'fascinated', u'fascinates', u'fascinating', u'fascination', u'fascism', u'fashion', u'fashioned', u'fashioning', u'faso', u'fast', u'fastballs', u'faster', u'fat', u'fatal', u'fatale', u'fatalism', u'fatally', u'fate', u'fateful', u'father', u'fatherhood', u'fathers', u'fathom', u'fatter', u'fault', u'faulted', u'faults', u'faulty', u'faux', u'favor', u'favorably', u'favored', u'favorite', u'favorites', u'favors', u'favour', u'favourite', u'fax', u'fear', u'feardotcom', u'fearful', u'fearing', u'fearless', u'fearlessly', u'fearlessness', u'fears', u'feast', u'feat', u'feathers', u'featherweight', u'feature', u'featured', u'features', u'featuring', u'feces', u'feeble', u'feed', u'feeder', u'feeds', u'feel', u'feeling', u'feelings', u'feels', u'fees', u'feet', u'feisty', u'felinni', u'fell', u'fellow', u'fellowship', u'felt', u'female', u'feminine', u'feminism', u'feminist', u'feminized', u'femme', u'fence', u'fencer', u'fencing', u'feral', u'ferment', u'ferocity', u'ferrara', u'ferrera', u'ferret', u'ferris', u'fertile', u'fertility', u'fervently', u'fervid', u'fessenden', u'fest', u'festers', u'festival', u'fests', u'fetched', u'fetching', u'fetid', u'fetishes', u'fetishism', u'fetishistic', u'fever', u'few', u'fewer', u'fi', u'fiascos', u'fiction', u'fictional', u'fiddle', u'fide', u'fidel', u'fidgeted', u'field', u'fields', u'fiend', u'fiendish', u'fiendishly', u'fiennes', u'fierce', u'fiercely', u'fiery', u'fifteen', u'fifth', u'fifths', u'fifties', u'fifty', u'fight', u'fighter', u'fighters', u'fighting', u'fights', u'figure', u'figured', u'figures', u'figuring', u'fiji', u'fil', u'files', u'filipino', u'fill', u'filled', u'filler', u'fillers', u'filling', u'fillm', u'fills', u'film', u'filmed', u'filmgoers', u'filmgoing', u'filming', u'filmmaker', u'filmmakers', u'filmmaking', u'films', u'filter', u'filth', u'final', u'finale', u'finally', u'finch', u'fincher', u'find', u'finding', u'findings', u'finds', u'fine', u'finely', u'finery', u'finesse', u'finest', u'finger', u'fingered', u'fingering', u'fingers', u'finish', u'finished', u'finishes', u'finishing', u'finn', u'fire', u'fireballs', u'firebrand', u'fires', u'fireworks', u'firing', u'firmer', u'firmly', u'first', u'firsthand', u'firth', u'fish', u'fisher', u'fishy', u'fisk', u'fist', u'fisted', u'fistfights', u'fit', u'fitfully', u'fits', u'fitting', u'five', u'fix', u'fixated', u'fixating', u'fizz', u'fizzability', u'fizzle', u'flabbergasting', u'flabby', u'flaccid', u'flag', u'flagellation', u'flagging', u'flagrantly', u'flags', u'flailing', u'flails', u'flair', u'flakeball', u'flakiness', u'flam', u'flamboyance', u'flamboyant', u'flame', u'flames', u'flash', u'flashback', u'flashbacks', u'flashbulb', u'flashbulbs', u'flashes', u'flashing', u'flashy', u'flat', u'flatfooted', u'flatly', u'flatman', u'flattened', u'flattening', u'flattens', u'flatter', u'flattering', u'flatula', u'flatulence', u'flavor', u'flavorful', u'flavorless', u'flavour', u'flavours', u'flaw', u'flawed', u'flawless', u'flaws', u'flck', u'fleder', u'fledged', u'fledgling', u'flee', u'fleeing', u'fleet', u'fleeting', u'fleetingly', u'flesh', u'fleshed', u'flex', u'flexible', u'flibbertigibbet', u'flick', u'flickering', u'flicks', u'flies', u'flight', u'flim', u'flimsier', u'flimsy', u'flinch', u'flinching', u'fling', u'flinging', u'flip', u'flippant', u'flirts', u'float', u'floating', u'floats', u'flog', u'flood', u'floor', u'flop', u'flopped', u'flopping', u'floppy', u'flops', u'floria', u'florid', u'floundering', u'flounders', u'flourish', u'flourishes', u'flow', u'flower', u'flowering', u'flowers', u'flowery', u'flowing', u'flows', u'floyd', u'fluent', u'fluff', u'fluffy', u'fluid', u'fluidity', u'fluids', u'fluke', u'flung', u'flurries', u'flush', u'fluttering', u'flux', u'fluxing', u'fly', u'flying', u'flynn', u'focus', u'focused', u'focuses', u'focusing', u'fogging', u'foibles', u'folds', u'folk', u'folks', u'folksy', u'folktales', u'follies', u'follow', u'followed', u'followers', u'following', u'follows', u'folly', u'fondly', u'fondness', u'fontaine', u'foo', u'food', u'fool', u'foolish', u'fools', u'foot', u'footage', u'football', u'footed', u'footing', u'footnote', u'footnotes', u'for', u'forages', u'forbearing', u'forbidden', u'force', u'forced', u'forceful', u'forcefully', u'forcefulness', u'forces', u'forcing', u'ford', u'fore', u'forefront', u'foreground', u'foreign', u'foreman', u'foremost', u'foreshadowing', u'forest', u'forever', u'forewarned', u'forged', u'forges', u'forget', u'forgets', u'forgettable', u'forgettably', u'forgivable', u'forgive', u'forgiven', u'forgiveness', u'forgoes', u'forgot', u'forgotten', u'fork', u'form', u'formal', u'formalism', u'formalist', u'format', u'formed', u'former', u'formidable', u'forming', u'forms', u'formula', u'formulaic', u'formulas', u'formuliac', u'forrest', u'forsaken', u'forster', u'forte', u'forth', u'forthright', u'fortify', u'fortunately', u'fortune', u'forty', u'forum', u'forward', u'forwards', u'foster', u'fosters', u'foul', u'found', u'foundation', u'foundering', u'founders', u'founding', u'four', u'foursome', u'fourteen', u'fourth', u'foxworthy', u'fraction', u'fragile', u'fragment', u'fragmentary', u'fragmented', u'frailty', u'frame', u'framed', u'frames', u'framework', u'framing', u'franc', u'france', u'franchise', u'francisco', u'franco', u'frank', u'frankenstein', u'frankie', u'franklin', u'frankly', u'frankness', u'frantic', u'franz', u'fraser', u'frat', u'frayed', u'frazzled', u'freak', u'freaking', u'freakish', u'freaks', u'freakshow', u'freaky', u'fred', u'freddie', u'freddy', u'free', u'freedom', u'freeing', u'freely', u'freeman', u'freewheeling', u'freezers', u'frei', u'freight', u'freighter', u'french', u'frenetic', u'frenzy', u'frequent', u'frequently', u'fresh', u'freshening', u'fresher', u'freshly', u'freshman', u'freshness', u'fresnadillo', u'fret', u'freud', u'freudian', u'freudianism', u'freundlich', u'frida', u'friday', u'fried', u'friedman', u'friel', u'friend', u'friendly', u'friends', u'friendship', u'friendships', u'friggin', u'fright', u'frighten', u'frightening', u'frighteningly', u'frightfest', u'frightful', u'frills', u'fringe', u'fringes', u'frissons', u'frittered', u'fritters', u'frodo', u'frolic', u'from', u'front', u'frontal', u'frontman', u'frosting', u'frosty', u'frothing', u'frothy', u'frowns', u'frozen', u'fruit', u'fruitful', u'fruition', u'frustrated', u'frustrates', u'frustrating', u'frustratingly', u'frustration', u'frustrations', u'fu', u'fubar', u'fuddled', u'fuddy', u'fudged', u'fudges', u'fuel', u'fueled', u'fuelled', u'fuels', u'fugitive', u'fuhrman', u'fulfill', u'fulfilling', u'fulfills', u'fulford', u'full', u'fullness', u'fully', u'fumbled', u'fumbles', u'fumes', u'fun', u'function', u'functions', u'fundamentally', u'fundamentals', u'funeral', u'funk', u'funky', u'funnier', u'funniest', u'funniness', u'funny', u'funnybone', u'furious', u'furiously', u'furrow', u'further', u'fury', u'fuse', u'fused', u'fuses', u'fusion', u'fuss', u'fussing', u'fussy', u'fustily', u'fusty', u'futile', u'futility', u'future', u'futuristic', u'fuzziness', u'fuzzy', u'gabbiest', u'gabriele', u'gadgets', u'gadzooks', u'gag', u'gaghan', u'gags', u'gai', u'gaiety', u'gain', u'gained', u'gaining', u'gainsbourg', u'gait', u'gaitskill', u'galan', u'galinsky', u'gall', u'galled', u'gallery', u'gallic', u'gallo', u'galore', u'galvanize', u'gamble', u'gambles', u'gambling', u'game', u'gamely', u'games', u'gamesmanship', u'gamut', u'gandalf', u'gander', u'ganesh', u'gang', u'gangs', u'gangster', u'gantz', u'gap', u'gaping', u'gaps', u'garage', u'garbage', u'garbled', u'garbus', u'garcia', u'garde', u'garden', u'gargantuan', u'garish', u'garner', u'garnered', u'garnish', u'garth', u'gary', u'gas', u'gasm', u'gasp', u'gasping', u'gasps', u'gates', u'gathering', u'gator', u'gaudy', u'gauge', u'gaunt', u'gave', u'gawky', u'gay', u'gaye', u'gays', u'gayton', u'gaza', u'gaze', u'gazing', u'gear', u'geared', u'gears', u'geddes', u'gedeck', u'geek', u'geeked', u'geeks', u'gel', u'gelati', u'gellar', u'gem', u'gems', u'gender', u'general', u'generalities', u'generally', u'generals', u'generate', u'generated', u'generates', u'generating', u'generation', u'generational', u'generations', u'generic', u'generically', u'generosity', u'generous', u'genes', u'genesis', u'geneva', u'genevieve', u'genial', u'geniality', u'genitals', u'genius', u'genocide', u'genre', u'genres', u'genteel', u'gentility', u'gentle', u'gentlemen', u'gently', u'genuine', u'genuinely', u'geographical', u'george', u'georgia', u'georgian', u'gerardo', u'gere', u'geriatric', u'german', u'germanic', u'germany', u'gestalt', u'gesture', u'gestures', u'gesturing', u'get', u'gets', u'getting', u'ghandi', u'ghastly', u'gheorghiu', u'ghetto', u'ghost', u'ghostbusters', u'ghosts', u'ghoulish', u'gianni', u'giannini', u'giant', u'giants', u'gibberish', u'gibney', u'gibson', u'giddy', u'gidget', u'gifford', u'gift', u'gifted', u'gifts', u'gigantic', u'giggle', u'giggles', u'giggling', u'giggly', u'giler', u'giles', u'gilliam', u'gilmore', u'gimmick', u'gimmicks', u'gimmicky', u'giovanni', u'girardot', u'girl', u'girlfriend', u'girlfriends', u'girlish', u'girls', u'give', u'given', u'gives', u'giving', u'glacial', u'glacially', u'glamorous', u'glamour', u'glance', u'glancing', u'glaring', u'glass', u'glasses', u'glazed', u'gleaned', u'glee', u'gleefully', u'glib', u'glides', u'gliding', u'glimmer', u'glimpse', u'glimpses', u'glinting', u'glitter', u'glitz', u'glitzy', u'glizty', u'globalizing', u'globe', u'globetrotters', u'gloom', u'gloomy', u'glorification', u'glorified', u'glorious', u'gloriously', u'glory', u'gloss', u'glosses', u'glossy', u'glover', u'glow', u'glows', u'glucose', u'glued', u'gluing', u'glum', u'glumly', u'gnashing', u'go', u'goal', u'goals', u'gobble', u'gobbler', u'god', u'godard', u'goddammit', u'godfrey', u'gods', u'godzilla', u'goers', u'goes', u'goggles', u'going', u'gold', u'goldbacher', u'goldberg', u'golden', u'goldie', u'goldman', u'goldmember', u'golf', u'goliath', u'gondry', u'gone', u'gong', u'gonna', u'goo', u'good', u'goodall', u'goodfellas', u'goodies', u'gooding', u'goodly', u'goodness', u'goods', u'goodwill', u'gooeyness', u'goofball', u'goofiest', u'goofily', u'goofiness', u'goofy', u'goombah', u'goose', u'goosebumps', u'gordy', u'gore', u'gored', u'gorefest', u'gorgeous', u'gorgeously', u'gorgeousness', u'gory', u'gosford', u'gosling', u'gossip', u'got', u'goth', u'gothic', u'goths', u'gotten', u'goulash', u'gourd', u'gourmet', u'governance', u'government', u'governmental', u'governments', u'governs', u'goyer', u'grab', u'grabowsky', u'grabs', u'grace', u'graced', u'graceful', u'gracefully', u'graceland', u'graceless', u'graces', u'gracious', u'grad', u'grade', u'grader', u'gradually', u'graduate', u'graduated', u'graduation', u'graffiti', u'graham', u'grain', u'grainy', u'grand', u'granddad', u'grandeur', u'grandfather', u'grandiloquent', u'grandiose', u'grandiosity', u'grandkids', u'grandly', u'grandmother', u'grandness', u'grandparents', u'grandson', u'grandstanding', u'granger', u'grant', u'granted', u'graphic', u'graphically', u'graphics', u'grasp', u'grasping', u'grasps', u'grateful', u'gratefully', u'gratify', u'grating', u'gratingly', u'gratitude', u'gratuitous', u'grave', u'graves', u'graveyard', u'gravitational', u'gravity', u'gray', u'grayish', u'graze', u'grease', u'greaseballs', u'greasy', u'great', u'greater', u'greatest', u'greatly', u'greatness', u'greed', u'greedy', u'greek', u'green', u'greene', u'greenfingers', u'greengrass', u'greenlight', u'greg', u'gregory', u'gremlins', u'grenade', u'grenier', u'grenoble', u'greta', u'grew', u'grey', u'grief', u'grieving', u'grievous', u'griffin', u'griffith', u'griffiths', u'grim', u'grimace', u'grimly', u'grimy', u'grin', u'grind', u'grinder', u'grinds', u'grinning', u'grip', u'gripping', u'grips', u'grisham', u'grisly', u'grit', u'grittily', u'gritty', u'grizzled', u'groan', u'groaner', u'groaners', u'grocery', u'groen', u'groggy', u'groove', u'grooved', u'gross', u'grosses', u'grossest', u'grossly', u'grotesque', u'grotesquely', u'grouchy', u'ground', u'groundbreaking', u'grounded', u'grounding', u'grounds', u'group', u'groupie', u'groupies', u'groups', u'grow', u'growing', u'grown', u'grownups', u'grows', u'growth', u'grub', u'grubbers', u'grubbing', u'grueling', u'gruesome', u'grumble', u'grumbling', u'grumpy', u'grunge', u'grungy', u'gryffindor', u'guarantee', u'guaranteed', u'guarantees', u'guard', u'guarded', u'guardian', u'guei', u'guess', u'guessable', u'guessed', u'guessing', u'guest', u'guffaw', u'guide', u'guiding', u'guillen', u'guilt', u'guiltless', u'guilty', u'guise', u'guises', u'guitar', u'gullets', u'gullible', u'gulp', u'gulpilil', u'gulzar', u'gum', u'gump', u'gun', u'gunfest', u'gunfight', u'gunfire', u'gunplay', u'guns', u'guru', u'gurus', u'gushing', u'gushy', u'gussied', u'gusto', u'gut', u'gutless', u'guts', u'gutsy', u'gutter', u'guy', u'guys', u'guzman', u'gyllenhaal', u'gymnastics', u'gyu', u'ha', u'hack', u'hackery', u'hackles', u'hackneyed', u'had', u'hades', u'hagiographic', u'hai', u'hail', u'hailed', u'hair', u'hairdo', u'haired', u'hairier', u'hairline', u'hairpiece', u'hairs', u'hairy', u'hal', u'half', u'halfhearted', u'halftime', u'halfway', u'halfwit', u'hall', u'halle', u'hallelujah', u'hallmark', u'hallmarks', u'halloween', u'hallucinatory', u'hallucinogenic', u'halos', u'ham', u'hammer', u'hammering', u'hammers', u'hammily', u'hamming', u'hammy', u'hampered', u'hamstrung', u'hand', u'handbag', u'handed', u'handedly', u'handedness', u'handful', u'handguns', u'handheld', u'handicap', u'handicapped', u'handily', u'handiwork', u'handle', u'handled', u'handles', u'handling', u'hands', u'handsome', u'handsomely', u'handy', u'haneke', u'hang', u'hanging', u'hangover', u'hankies', u'hanks', u'hanky', u'hanley', u'hanna', u'hannibal', u'hanukkah', u'hanussen', u'haphazard', u'haphazardness', u'haplessness', u'happen', u'happened', u'happening', u'happens', u'happenstance', u'happily', u'happiness', u'happy', u'harangues', u'haranguing', u'harbor', u'harbour', u'hard', u'hardass', u'hardened', u'harder', u'hardest', u'hardhearted', u'hardly', u'hardman', u'hardscrabble', u'hardship', u'hardware', u'hardwood', u'hardy', u'hare', u'harks', u'harlem', u'harm', u'harmed', u'harmless', u'harmlessly', u'harmon', u'harmoniously', u'harps', u'harris', u'harrison', u'harrowing', u'harry', u'harsh', u'harshness', u'hart', u'hartley', u'harvard', u'harvesting', u'harvests', u'harvey', u'has', u'hash', u'hashiguchi', u'hastily', u'hat', u'hate', u'hated', u'hateful', u'hates', u'hatfield', u'hating', u'hatosy', u'hatred', u'hats', u'haul', u'haunted', u'haunting', u'haunts', u'haute', u'have', u'having', u'havoc', u'hawaiian', u'hawk', u'hawke', u'hawley', u'hawn', u'hayao', u'hayek', u'haynes', u'hayseeds', u'haywire', u'hazy', u'he', u'head', u'headaches', u'headbanger', u'headed', u'heading', u'headline', u'headly', u'heads', u'heady', u'heal', u'healing', u'health', u'healthy', u'heap', u'heaped', u'heaps', u'hear', u'heard', u'hearing', u'hears', u'hearst', u'heart', u'heartache', u'heartbreak', u'heartbreaking', u'heartbreakingly', u'hearted', u'heartedness', u'heartening', u'heartfelt', u'heartily', u'heartland', u'hearts', u'heartstrings', u'heartwarming', u'heartwarmingly', u'hearty', u'heat', u'heated', u'heathers', u'heaven', u'heavily', u'heavy', u'heavyweight', u'heavyweights', u'heck', u'hectic', u'hedonistic', u'heed', u'heedless', u'heels', u'heft', u'hefty', u'heidegger', u'heidi', u'height', u'heightened', u'heights', u'heist', u'held', u'helga', u'hell', u'heller', u'hellish', u'hellstenius', u'helluva', u'helm', u'helmer', u'helms', u'help', u'helped', u'helpful', u'helping', u'helpings', u'helps', u'hem', u'hems', u'hence', u'hennings', u'henry', u'hepburn', u'her', u'heralds', u'here', u'hereby', u'heremakono', u'heretofore', u'heritage', u'hermetic', u'hermitage', u'hermocrates', u'hero', u'heroes', u'heroic', u'heroine', u'heroism', u'herring', u'herrings', u'herrmann', u'herself', u'herzog', u'hewitt', u'hewn', u'hews', u'hey', u'heyday', u'hi', u'hiatus', u'hibernation', u'hibiscus', u'hickenlooper', u'hicks', u'hidden', u'hide', u'hidebound', u'hideous', u'hideously', u'hideousness', u'hiding', u'hierarchy', u'high', u'highbrow', u'higher', u'highest', u'highlander', u'highlight', u'highlighted', u'highlights', u'highly', u'highs', u'highway', u'highways', u'hijacks', u'hijinks', u'hilarious', u'hilariously', u'hilarity', u'hilary', u'hill', u'hills', u'him', u'himself', u'hindered', u'hindsight', u'hinge', u'hinges', u'hint', u'hinton', u'hints', u'hip', u'hipness', u'hippest', u'hippie', u'hippopotamus', u'hired', u'hirosue', u'his', u'hispanic', u'hiss', u'historic', u'historical', u'historically', u'history', u'histrionic', u'histrionics', u'hit', u'hitch', u'hitchcock', u'hitchcockian', u'hitchcockianism', u'hitchens', u'hitler', u'hitman', u'hits', u'hitting', u'hiv', u'hjejle', u'hjelje', u'hmmm', u'hmmmmm', u'ho', u'hoary', u'hobbled', u'hobby', u'hobnail', u'hodgepodge', u'hoffman', u'hogwash', u'hokey', u'hokum', u'hold', u'holden', u'holding', u'holds', u'hole', u'holes', u'holiday', u'holistic', u'holland', u'hollow', u'hollowness', u'holly', u'hollywood', u'holm', u'holmes', u'holocaust', u'holofcener', u'holofcenter', u'holographic', u'holy', u'homage', u'homages', u'home', u'homeric', u'homes', u'homework', u'homicide', u'homiletic', u'homo', u'homogenized', u'homophobia', u'homosexual', u'homosexuality', u'honest', u'honestly', u'honesty', u'honeys', u'hong', u'honks', u'honor', u'honorable', u'honorably', u'honored', u'honoring', u'honors', u'hood', u'hoods', u'hoofing', u'hook', u'hooked', u'hookers', u'hooks', u'hooliganism', u'hoopla', u'hoot', u'hooting', u'hop', u'hope', u'hoped', u'hopeful', u'hopefully', u'hopeless', u'hopelessly', u'hopes', u'hoping', u'hopkins', u'hopped', u'hopping', u'horde', u'horizons', u'hormonal', u'horns', u'horrendously', u'horrible', u'horribly', u'horrid', u'horrific', u'horrified', u'horrifying', u'horrifyingly', u'horror', u'horrors', u'horse', u'horses', u'horton', u'hos', u'hospital', u'hospitals', u'hossein', u'host', u'hostage', u'hostile', u'hot', u'hotel', u'hotels', u'hothouse', u'hotsies', u'hotter', u'hottest', u'hoult', u'hounds', u'hour', u'hourlong', u'hours', u'house', u'houseboat', u'household', u'households', u'houses', u'housing', u'hovering', u'how', u'howard', u'however', u'howler', u'howling', u'howlingly', u'hrs', u'hubert', u'hubristic', u'huckster', u'hudlin', u'hudson', u'hue', u'hug', u'huge', u'hugely', u'huggers', u'hugh', u'hughes', u'hum', u'human', u'humane', u'humanism', u'humanist', u'humanistic', u'humanity', u'humanize', u'humanizing', u'humankind', u'humanly', u'humans', u'humble', u'humbling', u'humbuggery', u'humdrum', u'humidity', u'humiliated', u'humiliation', u'humility', u'humming', u'humor', u'humorless', u'humorous', u'humorously', u'humour', u'hundert', u'hundred', u'hundreds', u'hunger', u'hungry', u'hunk', u'hunky', u'hunnam', u'hunter', u'hunting', u'huppert', u'hurley', u'hurried', u'hurry', u'hurt', u'hurts', u'husband', u'hush', u'hushed', u'huskies', u'hussein', u'hustler', u'hustlers', u'hustling', u'huston', u'hutchins', u'hyang', u'hybrid', u'hymn', u'hype', u'hyped', u'hyper', u'hyperbolic', u'hypermasculine', u'hypertime', u'hyphenate', u'hypnotic', u'hypnotically', u'hypocrisies', u'hypocrisy', u'hypocritical', u'hypothesis', u'hysteria', u'hysterics', u'ia', u'ian', u'iben', u'ice', u'iceberg', u'iced', u'ichi', u'icily', u'ick', u'icky', u'icon', u'iconic', u'iconoclastic', u'iconography', u'icons', u'icy', u'idea', u'ideal', u'idealism', u'idealistic', u'ideally', u'ideas', u'idemoto', u'identification', u'identity', u'ideological', u'ideology', u'idiocy', u'idiom', u'idiosyncratic', u'idiotic', u'idiotically', u'idiots', u'idling', u'idol', u'if', u'igby', u'ignite', u'ignites', u'ignorant', u'ignore', u'ignored', u'ignoring', u'ii', u'iii', u'iles', u'ilk', u'ill', u'illiterate', u'illness', u'illogic', u'illogical', u'ills', u'illuminate', u'illuminated', u'illuminates', u'illuminating', u'illumination', u'illusion', u'illustrated', u'illustrates', u'illustrating', u'image', u'imagery', u'images', u'imaginable', u'imaginary', u'imagination', u'imaginative', u'imaginatively', u'imagine', u'imagined', u'imagines', u'imagining', u'imamura', u'imax', u'imaxy', u'imbecilic', u'imbue', u'imbued', u'imitating', u'imitation', u'imitations', u'imitative', u'imitator', u'immaculate', u'immaculately', u'immature', u'immaturity', u'immediacy', u'immediate', u'immediately', u'immense', u'immensely', u'immerse', u'immersed', u'immersive', u'immigrant', u'immortal', u'immortals', u'immune', u'imogen', u'impact', u'impacting', u'impacts', u'impair', u'impart', u'imparted', u'imparting', u'impassive', u'impatient', u'impatiently', u'impeccable', u'impeccably', u'impenetrable', u'imperfect', u'imperfection', u'imperious', u'impersonal', u'impersonation', u'impervious', u'impetuousness', u'impetus', u'impish', u'implausibility', u'implausible', u'implication', u'implications', u'implicitly', u'implied', u'implies', u'implodes', u'implosion', u'imply', u'imponderably', u'import', u'importance', u'important', u'importantly', u'imposed', u'impossible', u'impossibly', u'imposter', u'impostor', u'impress', u'impressed', u'impresses', u'impression', u'impressionable', u'impressionistic', u'impressions', u'impressive', u'impressively', u'imprint', u'improbabilities', u'improbability', u'improbable', u'improbably', u'improperly', u'improve', u'improved', u'improvement', u'improves', u'improvisation', u'improvise', u'improvised', u'impudent', u'impulse', u'impulses', u'impulsive', u'in', u'inability', u'inactive', u'inadequate', u'inadequately', u'inadvertent', u'inadvertently', u'inane', u'inanities', u'inappropriate', u'inarticulate', u'inauspicious', u'inauthentic', u'inc', u'incapable', u'incarnation', u'incarnations', u'incessant', u'incessantly', u'inchoate', u'incident', u'incidents', u'incinerates', u'incisive', u'inclination', u'include', u'included', u'includes', u'including', u'inclusive', u'inclusiveness', u'incognito', u'incoherence', u'incoherent', u'incompetent', u'incomprehensible', u'inconceivable', u'inconclusive', u'incongruous', u'inconsequential', u'inconsistencies', u'inconsistent', u'incorporate', u'incorporates', u'increase', u'increasingly', u'incredible', u'incredibly', u'incurably', u'indecent', u'indecipherable', u'indeed', u'indefinitely', u'indelible', u'independence', u'independent', u'indescribably', u'india', u'indian', u'indians', u'indicate', u'indication', u'indicative', u'indictment', u'indie', u'indieflick', u'indifference', u'indifferent', u'indigenous', u'indigestion', u'indignant', u'indignation', u'indispensable', u'indisputably', u'indistinct', u'individual', u'individuality', u'individuals', u'indoctrinated', u'indomitability', u'indoor', u'indoors', u'induce', u'induced', u'induces', u'inducing', u'inducingly', u'indulge', u'indulged', u'indulgence', u'indulgent', u'indulgently', u'indulges', u'indulging', u'industrial', u'industry', u'ineffable', u'ineffective', u'inelegant', u'inept', u'ineptitude', u'ineptly', u'inert', u'inertia', u'inescapable', u'inescapably', u'inestimable', u'inevitable', u'inevitably', u'inexcusable', u'inexorably', u'inexperienced', u'inexplicable', u'inexplicably', u'inexpressible', u'inexpressive', u'inextricably', u'infamy', u'infantile', u'infantilized', u'infants', u'infatuated', u'infatuation', u'infectious', u'infectiously', u'inferior', u'infested', u'infidelity', u'infiltrated', u'infinite', u'infinitely', u'infirmity', u'inflammatory', u'inflate', u'inflicted', u'influence', u'influenced', u'influences', u'influential', u'infomercial', u'inform', u'information', u'informative', u'informed', u'informs', u'infrequently', u'infuriating', u'infuriatingly', u'infuse', u'infused', u'infuses', u'infusing', u'infusion', u'ing', u'ingenious', u'ingeniously', u'ingenue', u'ingenuity', u'ingest', u'ingratiating', u'ingredient', u'ingredients', u'inhabit', u'inhabitants', u'inhalant', u'inhale', u'inherent', u'inherently', u'inhuman', u'inimitable', u'initial', u'initially', u'initiation', u'inject', u'injected', u'injects', u'injuries', u'injustice', u'injustices', u'inmates', u'innate', u'inner', u'inning', u'innocence', u'innocent', u'innocuous', u'innovation', u'innovations', u'innovative', u'innovators', u'innuendo', u'innuendoes', u'innumerable', u'inoffensive', u'inquiries', u'inquiry', u'inquisitive', u'inquisitiveness', u'ins', u'insane', u'insanely', u'insanity', u'insatiable', u'insecure', u'insecurity', u'insensitivity', u'inseparable', u'inside', u'insider', u'insiders', u'insight', u'insightful', u'insightfully', u'insights', u'insignificance', u'insignificant', u'insinuating', u'insinuation', u'insipid', u'insistence', u'insistent', u'insistently', u'insists', u'insomnia', u'insouciance', u'inspection', u'inspector', u'inspiration', u'inspirational', u'inspire', u'inspired', u'inspires', u'inspiring', u'instability', u'installment', u'installments', u'instalment', u'instance', u'instances', u'instantly', u'instead', u'instigator', u'instilled', u'instinct', u'instincts', u'institution', u'institutionalized', u'instruct', u'instructive', u'instructor', u'instructs', u'instrument', u'insubstantial', u'insufferable', u'insufferably', u'insufficiently', u'insular', u'insult', u'insulted', u'insulting', u'insultingly', u'insults', u'insurance', u'insurrection', u'intact', u'intacto', u'integrated', u'integrates', u'integrating', u'integrity', u'intellect', u'intellectual', u'intellectually', u'intellectuals', u'intelligence', u'intelligent', u'intelligently', u'intelligentsia', u'intelligibility', u'intended', u'intense', u'intensely', u'intensity', u'intent', u'intention', u'intentional', u'intentionally', u'intentioned', u'intentions', u'inter', u'interact', u'interaction', u'interchangeable', u'intercut', u'interdependence', u'interest', u'interested', u'interesting', u'interestingly', u'interests', u'interfaith', u'interference', u'interfering', u'intergalactic', u'interior', u'interlocked', u'interludes', u'intermediary', u'intermezzo', u'interminable', u'interminably', u'intermingling', u'intermittent', u'intermittently', u'intern', u'internal', u'internalized', u'international', u'internet', u'interpersonal', u'interplay', u'interpret', u'interpretation', u'interpretations', u'interpreting', u'interrogation', u'interrupted', u'intersect', u'intervention', u'interview', u'interviewees', u'interviews', u'interweaves', u'intimacy', u'intimate', u'intimately', u'intimidated', u'into', u'intolerable', u'intolerance', u'intolerant', u'intoxicating', u'intoxicatingly', u'intoxication', u'intractable', u'intrepid', u'intricate', u'intricately', u'intrigue', u'intrigued', u'intriguing', u'intriguingly', u'intro', u'introduce', u'introduces', u'introducing', u'introduction', u'introspection', u'introspective', u'introverted', u'intrusion', u'intrusive', u'inuit', u'invaders', u'invaluable', u'invasion', u'invented', u'inventing', u'invention', u'inventive', u'inventiveness', u'invents', u'inversion', u'invest', u'invested', u'investigate', u'investigation', u'investigator', u'investment', u'invigorating', u'invincible', u'invisible', u'invitation', u'invite', u'invited', u'invites', u'inviting', u'invitingly', u'invokes', u'involve', u'involved', u'involvement', u'involves', u'involving', u'invulnerable', u'iosseliani', u'iota', u'iq', u'iran', u'iranian', u'iraqi', u'ireland', u'iris', u'irish', u'irk', u'irksome', u'ironic', u'ironically', u'ironies', u'irony', u'irrational', u'irreconcilable', u'irredeemably', u'irrelevancy', u'irrelevant', u'irreparable', u'irreparably', u'irrepressible', u'irresistible', u'irresistibly', u'irresponsible', u'irreverence', u'irreverent', u'irreversible', u'irrevocable', u'irrigates', u'irritates', u'irritating', u'irritatingly', u'irvine', u'irwin', u'irwins', u'is', u'isabelle', u'ish', u'island', u'islanders', u'ismail', u'isolated', u'isolation', u'israel', u'israeli', u'issue', u'issues', u'it', u'italian', u'italicized', u'italicizes', u'italics', u'italy', u'itch', u'item', u'items', u'iteration', u'itinerant', u'itis', u'its', u'itself', u'ivan', u'ivans', u'ivory', u'ivy', u'iwai', u'ized', u'jabs', u'jack', u'jackal', u'jackass', u'jacket', u'jackie', u'jackson', u'jacobi', u'jacobson', u'jacqueline', u'jacques', u'jacquot', u'jaded', u'jae', u'jagged', u'jagger', u'jagjit', u'jaglom', u'jaglomized', u'jake', u'jam', u'james', u'jammies', u'jams', u'jane', u'janey', u'jangle', u'janice', u'janine', u'janklowicz', u'janszen', u'january', u'japan', u'japanese', u'japanimator', u'jar', u'jarecki', u'jargon', u'jarring', u'jason', u'jaunt', u'jaunty', u'javier', u'jaw', u'jay', u'jazz', u'jazzy', u'je', u'jealous', u'jealousy', u'jean', u'jeanette', u'jeff', u'jeffrey', u'jeffs', u'jelinek', u'jell', u'jelly', u'jennifer', u'jeong', u'jeopardy', u'jeremy', u'jerk', u'jerking', u'jerky', u'jerry', u'jersey', u'jerusalem', u'jesse', u'jessica', u'jesus', u'jet', u'jettisoned', u'jeunet', u'jewish', u'jews', u'jez', u'jfk', u'jia', u'jiang', u'jie', u'jim', u'jimmy', u'jiri', u'jive', u'jived', u'joan', u'job', u'jock', u'jockey', u'joe', u'joel', u'john', u'johnnie', u'johnny', u'joie', u'join', u'joined', u'joins', u'joint', u'jointed', u'joke', u'jokers', u'jokes', u'jokester', u'jokey', u'jolie', u'jolly', u'jolt', u'jolted', u'jolting', u'jolts', u'jon', u'jonah', u'jonathan', u'jones', u'jonze', u'jordan', u'jose', u'joseph', u'josh', u'joshua', u'jostles', u'jostling', u'journalism', u'journalist', u'journalistic', u'journalistically', u'journalists', u'journey', u'jovial', u'joy', u'joyful', u'joyless', u'joylessly', u'joyous', u'joys', u'jr', u'juan', u'judaism', u'judd', u'judge', u'judging', u'judgment', u'judicious', u'judith', u'judy', u'jugglers', u'juice', u'juiced', u'juiceless', u'juicy', u'jules', u'julia', u'julianne', u'julie', u'juliet', u'juliette', u'jumble', u'jumbled', u'jumbo', u'jump', u'jumps', u'jumpsuit', u'june', u'jungle', u'juni', u'junior', u'junk', u'junkie', u'jury', u'just', u'justice', u'justifies', u'justify', u'justifying', u'justine', u'juvenile', u'juwanna', u'juxtaposition', u'juxtapositions', u'ka', u'kafka', u'kafkaesque', u'kahlo', u'kahlories', u'kahn', u'kaige', u'kalesniko', u'kalvert', u'kane', u'kang', u'kangaroo', u'kaos', u'kapur', u'karen', u'karim', u'karmen', u'kate', u'katherine', u'kathie', u'kathryn', u'kathy', u'katz', u'katzenberg', u'kaufman', u'kazan', u'ke', u'keel', u'keen', u'keener', u'keenest', u'keening', u'keenly', u'keep', u'keeping', u'keeps', u'keg', u'ken', u'kendall', u'kennedy', u'kenneth', u'kept', u'kerrigan', u'kev', u'kevin', u'key', u'khan', u'khouri', u'ki', u'kiarostami', u'kibbitzes', u'kibosh', u'kick', u'kicking', u'kicks', u'kid', u'kidd', u'kiddie', u'kiddies', u'kidlets', u'kidman', u'kidnapper', u'kidnapping', u'kidnappings', u'kids', u'kieran', u'kieslowski', u'kill', u'killed', u'killer', u'killers', u'killing', u'kills', u'kilmer', u'kilt', u'kilted', u'kilter', u'kim', u'kimmel', u'kin', u'kincaid', u'kind', u'kinda', u'kindness', u'kindred', u'kinds', u'kinetic', u'kinetically', u'king', u'kingdom', u'kingsley', u'kinky', u'kinnear', u'kiosks', u'kirkegaard', u'kirshner', u'kirsten', u'kiss', u'kissing', u'kissinger', u'kitchen', u'kitsch', u'kitschy', u'kitten', u'kittenish', u'kjell', u'klein', u'kline', u'knack', u'knee', u'knees', u'knew', u'knickknacks', u'knife', u'knight', u'knitting', u'knock', u'knockabout', u'knockaround', u'knocking', u'knockoff', u'knockout', u'knocks', u'knotting', u'know', u'knowing', u'knowledge', u'known', u'knows', u'knoxville', u'knuckled', u'knucklehead', u'koepp', u'kok', u'komediant', u'kong', u'kooky', u'kool', u'korea', u'korean', u'kosashvili', u'koshashvili', u'kosminsky', u'koury', u'kouyate', u'kozmo', u'kraft', u'kramer', u'krawczyk', u'krige', u'kubrick', u'kudos', u'kumble', u'kung', u'kunis', u'kuras', u'kurds', u'kurt', u'kurys', u'kwan', u'la', u'lab', u'label', u'labelled', u'labels', u'labor', u'laboratory', u'labored', u'laborious', u'labors', u'labour', u'labours', u'labute', u'labyrinthine', u'laced', u'lacey', u'lack', u'lackadaisical', u'lacked', u'lacking', u'lackluster', u'lacks', u'laconic', u'lactating', u'lad', u'ladder', u'laddish', u'laden', u'ladies', u'ladles', u'lady', u'lagaan', u'laggard', u'lagging', u'lags', u'lai', u'laid', u'laissez', u'lake', u'lambs', u'lame', u'lameness', u'lament', u'lamentations', u'lamer', u'lampoon', u'lampoons', u'lan', u'land', u'landau', u'landbound', u'landing', u'landmark', u'landscape', u'landscapes', u'lane', u'lanes', u'lang', u'language', u'languid', u'languidly', u'languishing', u'languorous', u'lantern', u'lapaglia', u'lapel', u'lapping', u'lapses', u'laptops', u'laramie', u'larded', u'large', u'largely', u'larger', u'largest', u'lark', u'larky', u'larry', u'larson', u'lascivious', u'laser', u'lashing', u'lasker', u'last', u'lasting', u'latches', u'late', u'lately', u'latently', u'later', u'latest', u'lathan', u'latin', u'latino', u'latter', u'lau', u'laudable', u'laugh', u'laughable', u'laughably', u'laughed', u'laugher', u'laughing', u'laughingly', u'laughs', u'laughter', u'laugther', u'launch', u'launching', u'laundry', u'lauper', u'laura', u'laurence', u'laurice', u'lavish', u'lavishly', u'law', u'lawmen', u'lawn', u'lawrence', u'laws', u'lawyers', u'lax', u'lay', u'layer', u'layered', u'layers', u'lays', u'lazier', u'laziest', u'lazily', u'laziness', u'lazy', u'lds', u'le', u'lead', u'leaden', u'leader', u'leading', u'leads', u'leafing', u'league', u'leagues', u'leaks', u'leaky', u'lean', u'leaner', u'leanest', u'leaning', u'leap', u'leaping', u'leaps', u'lear', u'learn', u'learned', u'learning', u'learns', u'leash', u'least', u'leather', u'leatherbound', u'leave', u'leavened', u'leaves', u'leaving', u'leblanc', u'lecherous', u'lecter', u'lector', u'lecture', u'lectured', u'lectures', u'led', u'ledger', u'lee', u'leers', u'leery', u'left', u'leftovers', u'legacy', u'legal', u'legally', u'legend', u'legendary', u'legged', u'legion', u'legs', u'leguizamo', u'leigh', u'lemon', u'lend', u'lending', u'lends', u'length', u'lengths', u'lengthy', u'leniency', u'lens', u'lensed', u'lensing', u'leon', u'leonard', u'leone', u'leonine', u'leontine', u'leplouff', u'leroy', u'les', u'lesbian', u'less', u'lessen', u'lesser', u'lesson', u'lessons', u'let', u'letdown', u'lethally', u'lethargic', u'lethargically', u'lets', u'letter', u'letterman', u'letting', u'level', u'levels', u'levity', u'levy', u'lewd', u'lewis', u'leys', u'li', u'liability', u'liana', u'liang', u'liar', u'liberal', u'liberalism', u'liberally', u'liberating', u'liberation', u'liberties', u'libertine', u'libidinous', u'libido', u'librarian', u'library', u'libretto', u'license', u'lick', u'lie', u'lies', u'lieutenant', u'life', u'lifeless', u'lifelong', u'lifestyle', u'lifetime', u'lift', u'lifted', u'lifting', u'lifts', u'light', u'lighted', u'lighten', u'lighter', u'lightest', u'lighthearted', u'lighting', u'lightly', u'lightness', u'lights', u'lightweight', u'lika', u'likable', u'likably', u'like', u'likeable', u'liked', u'likely', u'likes', u'liking', u'lil', u'lilia', u'lillard', u'lilo', u'lily', u'liman', u'limb', u'limbo', u'limbs', u'limerick', u'limit', u'limitations', u'limited', u'limits', u'limp', u'limpid', u'limply', u'limps', u'lin', u'lina', u'line', u'linear', u'linearity', u'liner', u'liners', u'lines', u'linger', u'lingered', u'lingerie', u'lingering', u'lingers', u'lingual', u'link', u'linking', u'linklater', u'lint', u'lion', u'lioness', u'lionize', u'liotta', u'lip', u'lipped', u'lips', u'lipstick', u'lisa', u'lisping', u'list', u'listen', u'listening', u'listless', u'lists', u'lit', u'literal', u'literally', u'literarily', u'literary', u'literate', u'literature', u'litmus', u'littered', u'little', u'liu', u'live', u'lived', u'livelier', u'liveliness', u'lively', u'liven', u'lives', u'living', u'liyan', u'liza', u'lizard', u'll', u'lo', u'load', u'loaded', u'loads', u'loaf', u'loathe', u'loathsome', u'lobby', u'lobbyists', u'lobotomy', u'local', u'locale', u'locales', u'location', u'locations', u'lock', u'loco', u'locusts', u'lodge', u'lodging', u'lofty', u'log', u'logic', u'logical', u'logically', u'logistically', u'lohman', u'lola', u'lolita', u'london', u'lone', u'loneliest', u'loneliness', u'lonely', u'long', u'longer', u'longest', u'longevity', u'longing', u'longley', u'longtime', u'look', u'looked', u'lookin', u'looking', u'looks', u'looney', u'loony', u'loop', u'loopholes', u'loopiness', u'loops', u'loopy', u'loose', u'loosely', u'looseness', u'lopez', u'loquacious', u'lord', u'lore', u'los', u'lose', u'loser', u'losers', u'loses', u'losin', u'losing', u'loss', u'losses', u'lost', u'lot', u'lothario', u'lots', u'lottery', u'loud', u'louis', u'louise', u'louiso', u'lounge', u'lousy', u'louts', u'lovable', u'lovably', u'love', u'loveable', u'lovebirds', u'loved', u'lovefest', u'loveless', u'lovely', u'lover', u'lovers', u'loves', u'loving', u'lovingly', u'low', u'lowbrow', u'lower', u'lowered', u'lowly', u'lows', u'loyal', u'loyalty', u'lrb', u'luc', u'lucas', u'lucia', u'lucid', u'luck', u'luckiest', u'lucks', u'lucky', u'lucratively', u'lucy', u'ludicrous', u'lugosi', u'lugubrious', u'luis', u'luke', u'lukewarm', u'lull', u'lullaby', u'lulled', u'lulls', u'lumbering', u'luminous', u'lump', u'lumpen', u'lumpish', u'lumps', u'lumpy', u'lunacy', u'lunar', u'lunatic', u'lunch', u'lunchers', u'lungs', u'lurches', u'lured', u'lurid', u'luridly', u'lurking', u'lurks', u'luscious', u'lush', u'lushly', u'lushness', u'lust', u'luster', u'lustrous', u'lusty', u'luther', u'luv', u'luvvies', u'lux', u'lying', u'lynch', u'lyne', u'lynne', u'lyrical', u'lyricism', u'lyrics', u'macabre', u'macaroni', u'macbeth', u'macdonald', u'macdowell', u'macgraw', u'machinations', u'machine', u'machinery', u'machines', u'machismo', u'macho', u'macnaughton', u'macy', u'mad', u'madcap', u'maddening', u'maddeningly', u'made', u'madman', u'madmen', u'madness', u'madonna', u'maelstrom', u'mafia', u'magazine', u'maggie', u'maggio', u'maggots', u'magi', u'magic', u'magical', u'magician', u'magnetic', u'magnificent', u'magnifique', u'magnolia', u'maguire', u'mai', u'maid', u'maiden', u'maids', u'maik', u'mail', u'main', u'mainland', u'mainly', u'mainstream', u'maintain', u'maintained', u'maintaining', u'maintains', u'maintenance', u'majestic', u'majid', u'majidi', u'major', u'majority', u'majors', u'make', u'maker', u'makers', u'makes', u'makeup', u'makhmalbaf', u'makin', u'making', u'makings', u'maladjusted', u'malaise', u'malapropisms', u'malarkey', u'malcolm', u'male', u'males', u'malik', u'malkovich', u'mall', u'malle', u'malleable', u'malls', u'malnourished', u'malone', u'mama', u'mamet', u'man', u'mana', u'manage', u'managed', u'manager', u'manages', u'managing', u'manas', u'manchild', u'mandel', u'mandy', u'maneuvers', u'manhattan', u'manhood', u'manhunter', u'mania', u'manic', u'manically', u'manifestation', u'manifestations', u'manifesto', u'manipulating', u'manipulation', u'manipulative', u'manipulativeness', u'mankind', u'mann', u'manner', u'mannered', u'mannerisms', u'manners', u'manoel', u'mantra', u'manual', u'manufactured', u'many', u'map', u'mapquest', u'mar', u'marathons', u'march', u'marching', u'marcken', u'marcus', u'margaret', u'margarita', u'margaritas', u'margin', u'marginal', u'marginally', u'margins', u'margolo', u'margot', u'mariah', u'marilyn', u'marina', u'marinated', u'marine', u'mario', u'marivaux', u'mark', u'marked', u'markedly', u'marker', u'markers', u'market', u'marketable', u'marketing', u'markets', u'marking', u'marks', u'marmite', u'marquee', u'marquis', u'marred', u'marriage', u'married', u'marry', u'mars', u'marshaled', u'marshall', u'mart', u'martha', u'martial', u'martin', u'martinet', u'martyr', u'marveilleux', u'marvel', u'marveled', u'marveling', u'marvelous', u'marvelously', u'marvin', u'marxian', u'mary', u'maryam', u'masala', u'masculine', u'mask', u'masked', u'masochism', u'masochistic', u'mason', u'masquerade', u'masquerading', u'mass', u'massacre', u'massacres', u'masses', u'masseur', u'massive', u'massoud', u'master', u'masterful', u'masterfully', u'mastering', u'masterly', u'masterpeice', u'masterpiece', u'masterpieces', u'masters', u'masturbation', u'mat', u'match', u'matched', u'matches', u'matchmaking', u'materalism', u'material', u'maternal', u'mateys', u'matinee', u'matrix', u'matron', u'mattei', u'mattel', u'matter', u'mattered', u'matters', u'matthew', u'mature', u'matured', u'maturity', u'maudlin', u'mawkish', u'max', u'maxim', u'maximum', u'may', u'maybe', u'mayhem', u'maze', u'mazel', u'mcadams', u'mcbeal', u'mccann', u'mccoist', u'mcconaughey', u'mccracken', u'mccrudden', u'mcculloch', u'mcdonald', u'mcdormand', u'mcdowell', u'mcfarlane', u'mcgrath', u'mckay', u'mcklusky', u'mclaughlin', u'mcmullen', u'mctiernan', u'mcwilliams', u'me', u'meager', u'meal', u'mean', u'meander', u'meandering', u'meanderings', u'meanders', u'meanest', u'meaning', u'meaningful', u'meaningless', u'means', u'meanspirited', u'meant', u'meara', u'measure', u'measured', u'meat', u'meatballs', u'meatier', u'meaty', u'mechanical', u'mechanics', u'mechanisms', u'meddles', u'medem', u'media', u'medical', u'medicine', u'mediocre', u'mediocrity', u'meditation', u'meditative', u'mediterranean', u'medium', u'meet', u'meeting', u'meetings', u'meets', u'megalomaniac', u'megaplex', u'megaplexes', u'mehta', u'mein', u'meinhof', u'mel', u'melancholia', u'melancholic', u'melancholy', u'melange', u'melanie', u'melds', u'mell', u'melodrama', u'melodramas', u'melodramatic', u'melt', u'melted', u'melting', u'melts', u'melville', u'member', u'members', u'memento', u'memoir', u'memorable', u'memorial', u'memories', u'memory', u'men', u'menace', u'menacing', u'mendes', u'mending', u'mends', u'mental', u'mentally', u'mention', u'mentioned', u'menu', u'menzel', u'meow', u'merchandised', u'merchant', u'merci', u'mercilessly', u'mercy', u'mere', u'merely', u'merge', u'mergers', u'merges', u'merit', u'merited', u'merits', u'mermaid', u'merrily', u'merry', u'meshes', u'mesmerised', u'mesmerize', u'mesmerizing', u'mess', u'message', u'messages', u'messenger', u'messianic', u'messiness', u'messing', u'messy', u'metal', u'metaphor', u'metaphorical', u'metaphors', u'metaphysical', u'meter', u'method', u'methodical', u'methodically', u'methodology', u'meticulous', u'meticulously', u'metro', u'metropolis', u'metropolitan', u'mettle', u'mexican', u'mexico', u'meyer', u'meyjes', u'mgm', u'miami', u'mib', u'mibii', u'michael', u'michel', u'michele', u'michell', u'michelle', u'mick', u'microscope', u'mid', u'middle', u'middling', u'midlife', u'midnight', u'midriff', u'midsection', u'midst', u'midway', u'midwest', u'might', u'mighty', u'miike', u'mika', u'mike', u'mikes', u'mild', u'milder', u'mildly', u'mile', u'mileage', u'miles', u'milestones', u'milieu', u'military', u'milk', u'milked', u'milking', u'milks', u'mill', u'millennial', u'millennium', u'miller', u'million', u'millions', u'millisecond', u'milquetoast', u'mimetic', u'mimics', u'minac', u'mind', u'minded', u'mindless', u'minds', u'mindset', u'mine', u'mined', u'ming', u'mingles', u'mini', u'minimal', u'minimalist', u'minimally', u'minimum', u'miniseries', u'ministers', u'minkoff', u'minnie', u'minor', u'minority', u'minus', u'minute', u'minutely', u'minutes', u'minutiae', u'mira', u'miracle', u'miracles', u'miraculous', u'miramax', u'mire', u'mired', u'mirren', u'misadventures', u'misanthropic', u'misanthropy', u'misbegotten', u'miscalculates', u'miscalculation', u'miscalculations', u'miscast', u'miscellaneous', u'mischievous', u'misconceived', u'misconstrued', u'misdemeanor', u'misdirected', u'miserable', u'miserably', u'misery', u'misfire', u'misfires', u'misfiring', u'misfit', u'misfortune', u'misguided', u'mishandle', u'mishandled', u'mishmash', u'misleading', u'misogynist', u'misogyny', u'misplaced', u'miss', u'missed', u'misses', u'missing', u'mission', u'missive', u'missteps', u'mist', u'mistake', u'mistaken', u'mistakes', u'mistress', u'misty', u'misunderstanding', u'misunderstood', u'misuse', u'mitch', u'mitchell', u'mix', u'mixed', u'mixer', u'mixes', u'mixing', u'mixture', u'miyazaki', u'mo', u'moan', u'moaning', u'moat', u'mob', u'mobility', u'mobius', u'mock', u'mocking', u'mockumentary', u'mode', u'model', u'modeled', u'models', u'modem', u'moderately', u'modern', u'modernize', u'modernized', u'modernizes', u'modest', u'modestly', u'modesty', u'modicum', u'modus', u'moist', u'moisture', u'mojo', u'moldering', u'moldy', u'molehill', u'molestation', u'molested', u'molina', u'molly', u'molto', u'mom', u'moment', u'moments', u'momentum', u'mommy', u'mon', u'monday', u'money', u'mongering', u'mongrel', u'monitor', u'monkey', u'monkeys', u'monologue', u'monologues', u'monopoly', u'monosyllabic', u'monotone', u'monotonous', u'monotony', u'monroe', u'monsoon', u'monster', u'monsterous', u'monsters', u'monstrous', u'monte', u'month', u'months', u'monty', u'monument', u'monumental', u'mood', u'moodiness', u'moods', u'moody', u'moon', u'moonlight', u'moore', u'mopes', u'mopping', u'mora', u'moral', u'moralism', u'moralistic', u'morality', u'moralizing', u'morally', u'morals', u'moratorium', u'morbid', u'morbidity', u'mordant', u'mordantly', u'more', u'mores', u'moretti', u'morgan', u'morgen', u'morlocks', u'mormon', u'morning', u'mornings', u'moron', u'moronic', u'morose', u'morph', u'morphs', u'morris', u'morrison', u'morrissette', u'morsels', u'mortal', u'mortality', u'mortarboards', u'morton', u'morvern', u'mosque', u'most', u'mostly', u'mother', u'motherhood', u'mothers', u'mothman', u'motifs', u'motion', u'motionless', u'motions', u'motivate', u'motivated', u'motivation', u'motivations', u'motives', u'motorcycles', u'motorized', u'motown', u'mouglalis', u'moulds', u'moulin', u'mount', u'mountain', u'mountains', u'mounted', u'mounting', u'mounts', u'mournful', u'mournfully', u'mourning', u'mourns', u'mouse', u'mouser', u'moustache', u'mouth', u'mouthed', u'mouthpieces', u'move', u'moved', u'movement', u'movements', u'moves', u'movie', u'moviegoer', u'moviegoers', u'moviegoing', u'moviehouse', u'moviemaker', u'moviemakers', u'moviemaking', u'movies', u'moving', u'mpaa', u'mr', u'mrs', u'ms', u'mtv', u'muccino', u'much', u'muck', u'muckraking', u'mud', u'muddle', u'muddled', u'muddy', u'mug', u'mugging', u'mugs', u'mulan', u'mulholland', u'mullan', u'mulls', u'multi', u'multilayered', u'multiple', u'multiplex', u'multitude', u'mumbles', u'mumbo', u'mummy', u'munch', u'mundane', u'murder', u'murderer', u'murderous', u'murders', u'murdock', u'murk', u'murky', u'murphy', u'murray', u'muscle', u'musclefest', u'muscles', u'muse', u'museum', u'mush', u'mushes', u'mushy', u'music', u'musical', u'musicals', u'musicians', u'musings', u'musker', u'musketeer', u'musset', u'must', u'muster', u'musty', u'mutates', u'muted', u'mutilating', u'mutilation', u'muting', u'muttering', u'muy', u'muzak', u'my', u'myer', u'myers', u'myopic', u'myriad', u'myrtle', u'myself', u'mysteries', u'mysterious', u'mystery', u'mystic', u'mystical', u'mystification', u'mystique', u'myth', u'mythic', u'mythmaking', u'mythologizing', u'mythology', u'na', u'nachtwey', u'nada', u'nadia', u'nadir', u'nagging', u'nail', u'nailbiter', u'nails', u'naipaul', u'nair', u'naive', u'nakata', u'naked', u'nalin', u'name', u'named', u'nameless', u'namely', u'names', u'namesake', u'nancy', u'nanette', u'nanook', u'naomi', u'napoleon', u'napoli', u'naqoyqatsi', u'narc', u'narcissism', u'narcissistic', u'narcissists', u'narcotized', u'narrated', u'narration', u'narrative', u'narratively', u'narrator', u'narrow', u'nary', u'nash', u'nastier', u'nasty', u'natalie', u'nation', u'national', u'nationalism', u'nationalist', u'nationally', u'nationwide', u'native', u'natives', u'natter', u'natural', u'naturalism', u'naturalistic', u'naturally', u'naturalness', u'nature', u'natured', u'naturedly', u'naturedness', u'naught', u'naughty', u'nausea', u'nauseating', u'naval', u'navel', u'navigate', u'navigates', u'nazi', u'nazism', u'nba', u'ne', u'near', u'nearly', u'neat', u'neatly', u'nebrida', u'necessarily', u'necessary', u'necessity', u'neck', u'need', u'needed', u'needing', u'needles', u'needless', u'needlessly', u'needs', u'needy', u'neeson', u'negate', u'negated', u'negative', u'negatives', u'negativity', u'neglected', u'neglecting', u'neglects', u'negligible', u'negotiate', u'neighbor', u'neighborhood', u'neil', u'neither', u'nelson', u'nemesis', u'neo', u'neophyte', u'neorealism', u'nephew', u'nerds', u'nerve', u'nerved', u'nerves', u'nervous', u'nervy', u'nesbitt', u'net', u'nettelbeck', u'network', u'neurasthenic', u'neuroses', u'neurosis', u'neurotic', u'neurotics', u'neutral', u'neuwirth', u'never', u'neverland', u'nevertheless', u'new', u'newcastle', u'newcomer', u'newcomers', u'newfangled', u'newfoundland', u'newness', u'news', u'newsreels', u'newton', u'next', u'nia', u'niblet', u'niccol', u'nice', u'nicely', u'nicest', u'niche', u'niches', u'nicholas', u'nicholson', u'nick', u'nickelodeon', u'nickleby', u'nicks', u'nicky', u'nicolas', u'nicole', u'nietzsche', u'niftiest', u'nifty', u'night', u'nightmare', u'nightmares', u'nightmarish', u'nights', u'nighttime', u'nihilistic', u'nijinsky', u'nike', u'nimble', u'nincompoop', u'nine', u'ninety', u'ninth', u'niro', u'nit', u'nixon', u'no', u'nobility', u'noble', u'nobody', u'nod', u'nohe', u'noir', u'noise', u'noisy', u'nolan', u'nominated', u'nomination', u'non', u'nonbelievers', u'nonchalant', u'nonchalantly', u'nonchallenging', u'nonconformist', u'nonconformity', u'none', u'nonetheless', u'nonethnic', u'nonexistent', u'nonfiction', u'nonjudgmental', u'nonjudgmentally', u'nonsense', u'nonsensical', u'nonstop', u'noon', u'nor', u'norm', u'norma', u'normal', u'normally', u'normative', u'norrington', u'norris', u'north', u'northern', u'northwest', u'norton', u'norwegian', u'nose', u'nosedive', u'nostalgia', u'nostalgic', u'nostra', u'not', u'notable', u'notably', u'notations', u'notch', u'notches', u'note', u'notes', u'noteworthy', u'nothing', u'notice', u'noticeable', u'noticeably', u'noticed', u'noticing', u'notion', u'notions', u'notorious', u'notting', u'notwithstanding', u'nourishing', u'nouvelle', u'novak', u'novel', u'novelist', u'novels', u'novelty', u'now', u'nowadays', u'nowhere', u'nowheresville', u'noyce', u'nuance', u'nuanced', u'nuances', u'nubile', u'nuclear', u'nudity', u'nuld', u'numb', u'number', u'numbered', u'numbers', u'numbing', u'numbingly', u'numbness', u'numerous', u'nursery', u'nurses', u'nurture', u'nurtured', u'nurtures', u'nuts', u'nuttgens', u'nutty', u'nyc', u'nymphette', u'o2', u'object', u'objective', u'objectivity', u'objects', u'obligation', u'obligations', u'obligatory', u'oblivious', u'obnoxious', u'obnoxiously', u'obscenely', u'obscenity', u'obscure', u'obscured', u'observant', u'observation', u'observations', u'observe', u'observed', u'observer', u'obsessed', u'obsession', u'obsessions', u'obsessive', u'obsessively', u'obstacle', u'obstacles', u'obvious', u'obviously', u'obviousness', u'occasion', u'occasional', u'occasionally', u'occupation', u'occupational', u'occupied', u'occur', u'occurrences', u'occurs', u'ocean', u'octane', u'odd', u'oddballs', u'oddest', u'oddity', u'oddly', u'odds', u'ode', u'odor', u'odoriferous', u'odorous', u'odour', u'odyssey', u'oedekerk', u'oeuvre', u'of', u'off', u'offal', u'offbeat', u'offend', u'offended', u'offensive', u'offer', u'offering', u'offerings', u'offers', u'office', u'officer', u'officially', u'offset', u'oft', u'often', u'oftentimes', u'oh', u'ohlinger', u'oily', u'ok', u'okay', u'ol', u'old', u'older', u'oldie', u'olds', u'oleander', u'oliveira', u'oliver', u'olives', u'olivier', u'oliviera', u'olympia', u'olympic', u'olympus', u'ominous', u'omission', u'omits', u'omitted', u'omnibus', u'omniscient', u'on', u'once', u'one', u'ones', u'ong', u'ongoing', u'onion', u'online', u'only', u'onscreen', u'ontiveros', u'onto', u'oo', u'oodles', u'oomph', u'oops', u'ooze', u'oozes', u'oozing', u'opaque', u'open', u'opened', u'opening', u'openly', u'openness', u'opens', u'opera', u'operandi', u'operas', u'operates', u'operatic', u'operating', u'operational', u'operative', u'opinion', u'opportunism', u'opportunists', u'opportunities', u'opportunity', u'opposed', u'opposite', u'opposites', u'oppositions', u'oppressive', u'oppressively', u'oprah', u'oprahfication', u'ops', u'optic', u'optimism', u'optimistic', u'opting', u'option', u'options', u'opts', u'opulent', u'or', u'oral', u'orange', u'orbit', u'orbits', u'orc', u'orchard', u'orchestrated', u'orchestrating', u'ordeal', u'order', u'ordered', u'orders', u'ordinances', u'ordinary', u'organ', u'organic', u'organize', u'organized', u'organizing', u'orgasm', u'orgy', u'orientation', u'oriented', u'origin', u'original', u'originality', u'origins', u'orlando', u'orlean', u'orleans', u'orphans', u'orson', u'orthodox', u'orwell', u'os', u'oscar', u'oscars', u'otar', u'other', u'otherness', u'others', u'otherwise', u'otherworldly', u'otto', u'ou', u'ought', u'ouija', u'ounce', u'our', u'ours', u'ourselves', u'ourside', u'out', u'outage', u'outbursts', u'outcome', u'outdated', u'outdoes', u'outer', u'outgag', u'outing', u'outlandish', u'outlandishness', u'outlet', u'outline', u'outnumber', u'outpaces', u'outrage', u'outrageous', u'outrageously', u'outrageousness', u'outre', u'outright', u'outs', u'outselling', u'outshine', u'outshined', u'outside', u'outsiders', u'outstanding', u'outtakes', u'outward', u'outwardly', u'outweigh', u'outweighs', u'ouzo', u'over', u'overachieving', u'overacted', u'overall', u'overbearing', u'overblown', u'overboard', u'overburdened', u'overcome', u'overcomes', u'overcoming', u'overcooked', u'overdoing', u'overdone', u'overdue', u'overeager', u'overexposed', u'overflowing', u'overflows', u'overhearing', u'overheated', u'overinflated', u'overkill', u'overladen', u'overlapping', u'overload', u'overlong', u'overlook', u'overlooked', u'overly', u'overmanipulative', u'overnight', u'overplayed', u'overpowered', u'overproduced', u'overrides', u'overripe', u'overrun', u'overs', u'oversexed', u'overshadowed', u'overshadows', u'oversimplification', u'oversized', u'overstated', u'overstating', u'overstays', u'overstimulated', u'overstuffed', u'overstylized', u'overtake', u'overtly', u'overture', u'overuse', u'overused', u'overview', u'overweight', u'overwhelm', u'overwhelmed', u'overwhelming', u'overwhelmingly', u'overwhelms', u'overworked', u'overwritten', u'overwrought', u'owe', u'owed', u'owen', u'owes', u'own', u'owned', u'ownership', u'ozpetek', u'ozu', u'pa', u'pablum', u'pabulum', u'pace', u'paced', u'paces', u'pacing', u'pacino', u'pack', u'package', u'packages', u'packed', u'pact', u'pad', u'padded', u'padding', u'paddle', u'padre', u'paean', u'paeans', u'page', u'pageant', u'pageantry', u'pageants', u'pages', u'paid', u'pain', u'pained', u'painful', u'painfully', u'painkillers', u'painless', u'pains', u'painstaking', u'paint', u'painted', u'painterly', u'painters', u'painting', u'paintings', u'paints', u'pair', u'pairing', u'pal', u'palatable', u'palate', u'palaver', u'pale', u'palestinian', u'palestinians', u'palette', u'pallid', u'palm', u'palma', u'palmed', u'palpable', u'paltrow', u'pamela', u'pan', u'panache', u'pandemonium', u'pander', u'pandering', u'pandora', u'panic', u'panky', u'panorama', u'panoramic', u'pantheon', u'pantomimesque', u'pants', u'pap', u'papa', u'paper', u'paperbacks', u'papin', u'par', u'parable', u'parables', u'parachutes', u'parade', u'paradigm', u'paradiso', u'paradoxically', u'parallel', u'parallels', u'paralyzed', u'paramount', u'paranoia', u'paranoid', u'paranormal', u'paraphrase', u'parapsychological', u'pardon', u'pared', u'parent', u'parental', u'parents', u'paris', u'park', u'parker', u'parking', u'parlance', u'parlor', u'parmentier', u'parochial', u'parodied', u'parody', u'parris', u'parrot', u'parrots', u'parsec', u'parsing', u'part', u'participant', u'participants', u'participate', u'participation', u'participatory', u'particular', u'particularly', u'parties', u'parting', u'partisans', u'partly', u'partner', u'partners', u'partnership', u'partnerships', u'parton', u'parts', u'party', u'partying', u'pasach', u'pascale', u'pasolini', u'pass', u'passable', u'passably', u'passage', u'passages', u'passe', u'passed', u'passer', u'passes', u'passing', u'passion', u'passionate', u'passionately', u'passions', u'passive', u'past', u'pasta', u'paste', u'pastel', u'pastiche', u'pastry', u'pasts', u'pasty', u'pat', u'patch', u'patched', u'patchwork', u'patchy', u'patent', u'path', u'pathetic', u'pathetically', u'pathological', u'pathology', u'pathos', u'paths', u'patience', u'patient', u'patiently', u'patriarchal', u'patric', u'patricio', u'patriot', u'patriotic', u'patrolman', u'patrolmen', u'patronising', u'patronizing', u'patting', u'paul', u'paula', u'paulette', u'pauline', u'pauly', u'paunchy', u'pause', u'paved', u'pawn', u'paws', u'pax', u'paxton', u'pay', u'payami', u'payback', u'paycheck', u'paying', u'paymer', u'payne', u'payoff', u'payoffs', u'pays', u'pb', u'pbs', u'pc', u'peace', u'peak', u'peaked', u'peaks', u'peanut', u'pearce', u'pearl', u'pearls', u'peas', u'peculiar', u'peculiarly', u'pedestal', u'pedestrian', u'pedigree', u'pedro', u'pee', u'peek', u'peekaboo', u'peels', u'peep', u'peerlessly', u'peevish', u'pegged', u'pell', u'pellington', u'pelosi', u'pen', u'penalty', u'penance', u'penchant', u'pencil', u'pender', u'penetrating', u'penn', u'penned', u'penotti', u'pent', u'people', u'peopled', u'pep', u'peploe', u'pepper', u'peppered', u'peppering', u'per', u'peralta', u'percentages', u'perception', u'perceptions', u'perceptive', u'perceptiveness', u'perch', u'percolating', u'percussion', u'perdition', u'perennial', u'perfect', u'perfected', u'perfection', u'perfectly', u'perfervid', u'perform', u'performance', u'performances', u'performed', u'performer', u'performers', u'performing', u'performs', u'perfunctory', u'perhaps', u'peril', u'perilously', u'perils', u'period', u'periods', u'perkiness', u'permeates', u'permission', u'permits', u'permitting', u'peroxide', u'perpetrated', u'perpetrating', u'perpetual', u'perpetually', u'perplexing', u'perry', u'persecuted', u'perseverance', u'persistence', u'persistent', u'persnickety', u'person', u'persona', u'personable', u'personal', u'personalities', u'personality', u'personally', u'personas', u'personified', u'personnel', u'perspective', u'perspectives', u'perspicacious', u'persuades', u'persuasive', u'pertinent', u'pervasive', u'perverse', u'perversely', u'perversity', u'pesky', u'pessimism', u'pessimistic', u'pessimists', u'pet', u'pete', u'peter', u'petite', u'petri', u'petrovich', u'petter', u'petty', u'pg', u'phantasms', u'phantom', u'phenomena', u'phenomenal', u'phenomenon', u'phifer', u'philadelphia', u'philip', u'philippe', u'phillip', u'philosophers', u'philosophic', u'philosophical', u'philosophically', u'philosophy', u'phlegmatic', u'phocion', u'phoenix', u'phonce', u'phone', u'phoned', u'phones', u'phoney', u'phoniness', u'phonograph', u'phony', u'photo', u'photographed', u'photographer', u'photographic', u'photographs', u'photography', u'photos', u'phrase', u'physical', u'physically', u'physician', u'physics', u'physique', u'pianist', u'piano', u'pic', u'picaresque', u'piccoli', u'pick', u'picked', u'pickup', u'picky', u'picnic', u'picpus', u'pics', u'picture', u'pictures', u'pie', u'piece', u'pieces', u'piecing', u'pierce', u'piercing', u'piercingly', u'pies', u'piffle', u'pig', u'pile', u'piles', u'pileup', u'pill', u'pillages', u'pillowcases', u'pilot', u'pimental', u'pimple', u'pimps', u'pin', u'pinheads', u'pink', u'pinks', u'pinnacle', u'pinned', u'pinocchio', u'pinochet', u'pint', u'pious', u'pipe', u'pipeline', u'piquant', u'pique', u'pirate', u'piscopo', u'piss', u'pissed', u'pistoled', u'pit', u'pitch', u'pitched', u'pitfalls', u'pithy', u'pitiful', u'pitifully', u'pitted', u'pity', u'pitying', u'pivotal', u'pixar', u'pixilated', u'pizazz', u'pizza', u'place', u'placed', u'placement', u'places', u'placid', u'placing', u'plague', u'plagued', u'plaguing', u'plain', u'plainly', u'plainness', u'plaintiveness', u'plan', u'plane', u'planet', u'planned', u'plans', u'plant', u'plants', u'plasma', u'plastered', u'plastic', u'plate', u'plateau', u'plates', u'platinum', u'platitudes', u'plato', u'platter', u'plausible', u'play', u'playbook', u'playboy', u'played', u'player', u'players', u'playful', u'playfully', u'playfulness', u'playing', u'playlist', u'playoff', u'plays', u'playstation', u'playwright', u'playwriting', u'plea', u'pleas', u'pleasant', u'pleasantly', u'please', u'pleased', u'pleaser', u'pleasing', u'pleasingly', u'pleasurable', u'pleasure', u'pleasures', u'pleasuring', u'pledge', u'plenty', u'plethora', u'plex', u'plight', u'plimpton', u'plod', u'plodding', u'ploddingly', u'plods', u'plot', u'plotless', u'plotline', u'plots', u'plotted', u'plotting', u'ploughing', u'plucking', u'plucks', u'plucky', u'plug', u'plumbed', u'plumbing', u'plumbs', u'plummer', u'plummets', u'plunge', u'plunges', u'plunging', u'plus', u'pluto', u'plutonium', u'plympton', u'pocket', u'poem', u'poet', u'poetic', u'poetically', u'poetics', u'poetry', u'poets', u'pogue', u'poignancy', u'poignant', u'point', u'pointed', u'pointedly', u'pointing', u'pointless', u'points', u'poise', u'poised', u'poke', u'pokemon', u'pokepie', u'pokes', u'pokey', u'poking', u'poky', u'polanski', u'polemic', u'polemical', u'police', u'policy', u'polished', u'polite', u'politesse', u'political', u'politically', u'politics', u'pollak', u'pollute', u'pollution', u'pollyana', u'polson', u'pompeo', u'pomposity', u'pompous', u'pond', u'ponder', u'pondering', u'ponderous', u'pony', u'poo', u'poof', u'pool', u'pooper', u'poor', u'poorly', u'pootie', u'pop', u'popcorn', u'popped', u'popping', u'populace', u'popular', u'popularity', u'populated', u'populates', u'populating', u'population', u'populist', u'por', u'porcelain', u'pore', u'pork', u'porky', u'porn', u'porno', u'pornographic', u'pornography', u'porous', u'porridge', u'portent', u'porthole', u'portions', u'portrait', u'portraits', u'portraiture', u'portray', u'portrayal', u'portrayals', u'portrayed', u'portraying', u'portrays', u'portugal', u'portuguese', u'pose', u'poses', u'posey', u'posing', u'position', u'positive', u'positively', u'positives', u'posits', u'possess', u'possessed', u'possesses', u'possession', u'possibilities', u'possibility', u'possible', u'possibly', u'post', u'postapocalyptic', u'postcard', u'poster', u'posterity', u'posthumously', u'postmodern', u'posturing', u'pot', u'potato', u'potboiler', u'potemkin', u'potency', u'potent', u'potential', u'potentially', u'potshots', u'potter', u'potty', u'pounding', u'pour', u'pours', u'pouty', u'poverty', u'pow', u'powder', u'power', u'powered', u'powerful', u'powerfully', u'powerhouse', u'powerment', u'powerpuff', u'powers', u'practical', u'practically', u'practice', u'practiced', u'practices', u'practitioners', u'praise', u'praised', u'praises', u'praiseworthy', u'prank', u'pranks', u'pranksters', u'pratfalls', u'pray', u'prayer', u'praying', u'pre', u'preach', u'preaches', u'preaching', u'preachy', u'precarious', u'preceded', u'precedent', u'prechewed', u'precious', u'preciousness', u'precise', u'precisely', u'preciseness', u'precision', u'precocious', u'predators', u'predecessor', u'predecessors', u'predicament', u'predict', u'predictability', u'predictable', u'predictably', u'predisposed', u'predominantly', u'preemptive', u'prefabricated', u'prefeminist', u'prefer', u'preferable', u'preferably', u'preferring', u'pregnancy', u'pregnant', u'prehistoric', u'prejudice', u'prejudices', u'preliminary', u'prelude', u'premise', u'preoccupations', u'preordained', u'prep', u'prepackaged', u'prepare', u'prepared', u'preposterous', u'preposterously', u'preposterousness', u'prescient', u'prescribed', u'prescription', u'presence', u'present', u'presentation', u'presented', u'presenting', u'presents', u'preservation', u'preserves', u'preserving', u'president', u'presiding', u'press', u'pressed', u'presses', u'presson', u'pressure', u'presume', u'presumes', u'preteen', u'pretence', u'pretend', u'pretended', u'pretends', u'pretension', u'pretensions', u'pretention', u'pretentious', u'pretentiousness', u'prettiest', u'pretty', u'prevail', u'prevails', u'prevalence', u'prevalent', u'prevent', u'prevention', u'prevents', u'preview', u'previous', u'previously', u'prey', u'price', u'priceless', u'prickly', u'pride', u'priggish', u'prim', u'prima', u'primal', u'primarily', u'primary', u'prime', u'primer', u'primitive', u'prince', u'princess', u'princesses', u'principal', u'principals', u'principle', u'principled', u'principles', u'print', u'printed', u'printing', u'prints', u'prior', u'prism', u'prison', u'prisoner', u'prisoners', u'prissy', u'pristine', u'private', u'privates', u'privileged', u'privy', u'pro', u'probably', u'probation', u'probe', u'probes', u'probing', u'problem', u'problematic', u'problems', u'procedural', u'procedure', u'proceed', u'proceedings', u'proceeds', u'process', u'processed', u'procession', u'processor', u'proclaim', u'prod', u'produce', u'produced', u'producer', u'producers', u'produces', u'producing', u'product', u'production', u'productions', u'products', u'profane', u'profanities', u'profanity', u'profession', u'professional', u'professionals', u'professor', u'professors', u'proficiency', u'proficient', u'proficiently', u'profile', u'profiling', u'profits', u'profound', u'profoundly', u'profundities', u'profundity', u'prognosis', u'program', u'progress', u'progressed', u'progresses', u'progression', u'progressive', u'project', u'projectile', u'projection', u'projector', u'projects', u'prolific', u'prologue', u'prolonged', u'prom', u'promenade', u'prominence', u'prominent', u'prominently', u'promise', u'promised', u'promises', u'promising', u'promisingly', u'promoter', u'promotes', u'promotion', u'prone', u'pronounce', u'pronounced', u'proof', u'propaganda', u'propelled', u'propels', u'propensity', u'proper', u'properly', u'properties', u'property', u'prophecies', u'prophet', u'proportions', u'proposal', u'proposes', u'propriety', u'propulsive', u'pros', u'prosaic', u'prose', u'prospect', u'prostitute', u'prostituted', u'protagonist', u'protagonists', u'protect', u'protecting', u'protective', u'protestors', u'protracted', u'proud', u'prove', u'proved', u'proven', u'proverbial', u'proves', u'provide', u'provided', u'provides', u'providing', u'province', u'provincial', u'proving', u'provocateur', u'provocations', u'provocative', u'provoke', u'provoked', u'provokes', u'provoking', u'prowess', u'prozac', u'prurient', u'pryce', u'pryor', u'pseudo', u'psyche', u'psychedelia', u'psychedelic', u'psychiatrist', u'psychic', u'psycho', u'psychodrama', u'psychodramatics', u'psychological', u'psychologically', u'psychologizing', u'psychology', u'psychopathic', u'psychotic', u'pub', u'puberty', u'pubescent', u'public', u'publicist', u'publicists', u'publicity', u'published', u'publishing', u'puddle', u'puerile', u'puff', u'pug', u'pulchritude', u'pull', u'pulled', u'pulling', u'pulls', u'pulp', u'pulpiness', u'pulpy', u'pulsating', u'pulse', u'pummel', u'pump', u'pumpkin', u'pun', u'punch', u'punched', u'punches', u'punchier', u'punching', u'punchline', u'punchlines', u'punchy', u'punctuated', u'punctuation', u'pungent', u'punishable', u'punishment', u'punitive', u'punitively', u'punk', u'punny', u'puns', u'pupils', u'puportedly', u'puppet', u'puppets', u'puppies', u'puppy', u'purdy', u'pure', u'purely', u'purer', u'purgatory', u'purge', u'purists', u'puritanical', u'purity', u'purportedly', u'purports', u'purpose', u'purposeful', u'purposefully', u'purposeless', u'purposes', u'purr', u'pursue', u'pursued', u'pursuers', u'pursuing', u'push', u'pushed', u'pushes', u'pushiness', u'pushing', u'put', u'putrid', u'puts', u'putters', u'putting', u'puttingly', u'puzzle', u'puzzled', u'puzzles', u'puzzling', u'pyro', u'pyrotechnic', u'pyrotechnics', u'pyschological', u'python', u'pythonesque', u'qatsi', u'quadrangle', u'quaid', u'quaint', u'quaking', u'qual', u'qualify', u'qualities', u'quality', u'quandaries', u'quarter', u'quashed', u'quasi', u'queasy', u'queen', u'queens', u'quelle', u'quentin', u'quest', u'question', u'questionable', u'questioning', u'questions', u'quibble', u'quibbles', u'quick', u'quickie', u'quickly', u'quicksand', u'quiet', u'quieter', u'quietly', u'quietude', u'quinn', u'quintessential', u'quintessentially', u'quintet', u'quirkily', u'quirkiness', u'quirks', u'quirky', u'quit', u'quite', u'quitting', u'quivering', u'quixotic', u'quota', u'quotations', u'qutting', u'rabbit', u'raccoons', u'race', u'races', u'rachel', u'racial', u'racing', u'racism', u'racist', u'rackets', u'racy', u'radar', u'radiant', u'radiates', u'radical', u'radio', u'radioactive', u'rae', u'rafael', u'raffish', u'rag', u'ragbag', u'rage', u'ragged', u'raging', u'rah', u'rail', u'rails', u'raimi', u'raimondi', u'rain', u'rainbow', u'rainbows', u'raindrop', u'rainy', u'raise', u'raised', u'raises', u'raising', u'raison', u'rake', u'raked', u'rally', u'ralph', u'ram', u'rama', u'ramble', u'rambles', u'rambling', u'ramblings', u'rambo', u'ramifications', u'rampant', u'rampantly', u'ramsay', u'ran', u'rancid', u'rancorous', u'randall', u'randolph', u'random', u'randomness', u'range', u'ranges', u'rank', u'ranks', u'ransacked', u'ransacks', u'ransom', u'rant', u'rap', u'rape', u'raped', u'rapes', u'raphael', u'rapid', u'rapidly', u'rapids', u'rappers', u'rapport', u'rapt', u'raptures', u'rapturous', u'rare', u'rarely', u'rarest', u'rarity', u'rash', u'rashomon', u'rat', u'ratchets', u'rate', u'rated', u'rates', u'rather', u'rating', u'ratio', u'ratliff', u'rats', u'rattling', u'raucous', u'raucously', u'raunch', u'raunchy', u'ravaged', u'ravaging', u'ravel', u'raving', u'ravishing', u'raw', u'rawness', u'ray', u'raymond', u'razor', u'razzie', u'razzle', u're', u'rea', u'reach', u'reached', u'reaches', u'reaching', u'react', u'reacting', u'reaction', u'reactionary', u'reactive', u'read', u'reader', u'readily', u'reading', u'readings', u'ready', u'reaffirming', u'reaffirms', u'reagan', u'real', u'realism', u'realist', u'realistic', u'realistically', u'realities', u'reality', u'realization', u'realize', u'realized', u'realizes', u'realizing', u'really', u'realm', u'reams', u'reap', u'reappearing', u'rearing', u'reason', u'reasonable', u'reasonably', u'reasons', u'reassembled', u'reassure', u'reassures', u'reassuring', u'reassuringly', u'rebel', u'rebellion', u'rebellious', u'recall', u'recalling', u'recalls', u'recapitulation', u'receding', u'receive', u'received', u'receives', u'receiving', u'recent', u'recently', u'reception', u'recesses', u'recessive', u'recharged', u'recipe', u'recite', u'reckless', u'recklessness', u'reclaiming', u'recognise', u'recognition', u'recognizable', u'recognizably', u'recognize', u'recognized', u'recognizes', u'recoing', u'recommend', u'recommendation', u'recommended', u'recommending', u'recompense', u'reconceptualize', u'reconciled', u'reconciliation', u'reconstruction', u'record', u'recorded', u'recording', u'records', u'recount', u'recovered', u'recovering', u'recovers', u'recovery', u'recreated', u'recreates', u'recreating', u'recreation', u'recreational', u'recruiting', u'recyclable', u'recycle', u'recycled', u'recycles', u'recycling', u'red', u'redeem', u'redeemable', u'redeemed', u'redeeming', u'redeems', u'redefinition', u'redemption', u'redemptive', u'redgrave', u'rediscover', u'rediscovering', u'rediscovers', u'redneck', u'redolent', u'redone', u'reduce', u'reduced', u'reduces', u'reducing', u'reductions', u'reductive', u'redundancies', u'redundancy', u'redundant', u'redux', u'reeboir', u'reedy', u'reef', u'reefs', u'reek', u'reeked', u'reeking', u'reeks', u'reel', u'reenacting', u'reenactment', u'reese', u'reeses', u'reference', u'references', u'referencing', u'referential', u'referred', u'refers', u'refined', u'refitting', u'reflect', u'reflected', u'reflection', u'reflections', u'reflective', u'reflects', u'reflexive', u'refracting', u'refresh', u'refreshed', u'refreshes', u'refreshing', u'refreshingly', u'refugee', u'refugees', u'refusal', u'refuse', u'refused', u'refuses', u'refusing', u'regain', u'regalia', u'regard', u'regarding', u'regardless', u'regards', u'regeneration', u'reggio', u'regimen', u'regimented', u'reginald', u'region', u'register', u'registering', u'regret', u'regrets', u'regular', u'regurgitates', u'rehash', u'rehashes', u'rehearsals', u'rehearsed', u'reid', u'reigen', u'reign', u'reigns', u'rein', u'reincarnation', u'reiner', u'reinforcement', u'reinvention', u'reinvigorated', u'rejected', u'rejection', u'rejects', u'rejigger', u'rejiggering', u'rekindle', u'rekindles', u'relate', u'related', u'relating', u'relationship', u'relationships', u'relative', u'relatively', u'relaxed', u'relayed', u'relays', u'release', u'released', u'releases', u'releasing', u'relegated', u'relentless', u'relentlessly', u'relevance', u'relevant', u'reliable', u'reliance', u'relic', u'relied', u'relief', u'relies', u'relieved', u'religion', u'religions', u'religious', u'relish', u'relocated', u'reluctant', u'rely', u'relying', u'remade', u'remain', u'remained', u'remaining', u'remains', u'remake', u'remakes', u'remarkable', u'remarkably', u'remarks', u'rembrandt', u'remember', u'remembered', u'remembering', u'remembrance', u'remind', u'reminded', u'reminder', u'reminders', u'reminding', u'reminds', u'reminiscence', u'reminiscent', u'remorse', u'remote', u'remotely', u'remove', u'removed', u'renaissance', u'render', u'rendered', u'rendering', u'renders', u'rendition', u'renegade', u'renewal', u'renner', u'reno', u'renowned', u'rent', u'rental', u'renting', u'reopens', u'reparations', u'repartee', u'repeated', u'repeatedly', u'repeating', u'repellantly', u'repelled', u'repellent', u'repetition', u'repetitious', u'repetitive', u'repetitively', u'replace', u'replaced', u'replacing', u'replete', u'report', u'reported', u'reportedly', u'reporters', u'reporting', u'reports', u'reprehensible', u'represent', u'representation', u'represented', u'representing', u'represents', u'repressed', u'reprieve', u'reproduce', u'reptilian', u'republic', u'repugnance', u'repugnant', u'repulse', u'repulsive', u'reputation', u'reputedly', u'requiem', u'require', u'required', u'requirement', u'requires', u'requiring', u'requisite', u'rerun', u'reruns', u'rescue', u'research', u'resemblance', u'resemble', u'resembles', u'resembling', u'resentful', u'resentment', u'resents', u'reserved', u'reshaping', u'reside', u'residences', u'resident', u'residents', u'resides', u'resist', u'resistance', u'resists', u'resolutely', u'resolution', u'resolutions', u'resolved', u'resonance', u'resonances', u'resonant', u'resonate', u'resorting', u'resorts', u'resoundingly', u'resourceful', u'resources', u'respect', u'respectable', u'respectably', u'respecting', u'respective', u'respectively', u'respects', u'respite', u'respites', u'respond', u'response', u'responses', u'responsibilities', u'responsibility', u'responsible', u'rest', u'restage', u'restate', u'restatement', u'restless', u'restore', u'restored', u'restoring', u'restrained', u'restraint', u'restrictive', u'restroom', u'rests', u'result', u'resulted', u'results', u'resume', u'resumes', u'resurrect', u'resurrecting', u'resurrection', u'resuscitate', u'retail', u'retaining', u'retains', u'retaliation', u'retaliatory', u'retard', u'retelling', u'rethink', u'retina', u'retiring', u'retitle', u'retold', u'retooled', u'retooling', u'retread', u'retreat', u'retreats', u'retrieve', u'retro', u'retrograde', u'retrospective', u'retrospectively', u'return', u'returned', u'returning', u'returns', u'reunion', u'reunions', u'reveal', u'revealed', u'revealing', u'reveals', u'revel', u'revelation', u'revelations', u'revelatory', u'revelled', u'revels', u'revenge', u'reverberates', u'reverence', u'reverent', u'reverie', u'reversal', u'reverse', u'review', u'reviewed', u'reviewers', u'reviews', u'revigorates', u'revision', u'revisionism', u'revisionist', u'revisited', u'revisiting', u'revitalize', u'revived', u'revives', u'revolting', u'revolution', u'revolutionaries', u'revolutionary', u'revulsion', u'reward', u'rewarded', u'rewarding', u'rewards', u'reworked', u'reworking', u'reworks', u'rewrite', u'rewritten', u'reyes', u'reynolds', u'rez', u'rhames', u'rhapsodic', u'rhapsodize', u'rhapsodizes', u'rhetoric', u'rhino', u'rhythm', u'rhythms', u'ribcage', u'ribisi', u'rice', u'rich', u'richard', u'richer', u'richly', u'richness', u'rick', u'ricocheting', u'ricochets', u'ricture', u'ridden', u'riddle', u'riddled', u'riddles', u'ride', u'rider', u'ridicule', u'ridiculous', u'ridiculously', u'ridiculousness', u'riding', u'ridley', u'rife', u'riffs', u'rifkin', u'rigged', u'right', u'righteous', u'righteousness', u'rightly', u'rigid', u'rigidly', u'rigor', u'rigors', u'riled', u'ring', u'ringing', u'rings', u'ringside', u'ringu', u'rinzler', u'riot', u'rip', u'ripe', u'ripening', u'ripoff', u'ripper', u'ripping', u'rise', u'rises', u'rising', u'risk', u'risks', u'risky', u'ritchie', u'rite', u'ritter', u'ritual', u'rival', u'rivalry', u'rivals', u'river', u'riveted', u'riveting', u'riviera', u'roach', u'road', u'roads', u'roaring', u'roars', u'rob', u'robbed', u'robberies', u'robert', u'roberto', u'roberts', u'robin', u'robinson', u'robotic', u'robotically', u'robots', u'robust', u'robustness', u'rocawear', u'rock', u'rocket', u'rocks', u'rockumentary', u'rocky', u'rodan', u'rode', u'rodrigues', u'rodriguez', u'roger', u'rogers', u'rogue', u'roh', u'rohmer', u'rohypnol', u'roiling', u'roland', u'role', u'roles', u'roll', u'rolled', u'roller', u'rollerball', u'rollerblades', u'rollicking', u'rolling', u'rolls', u'rom', u'roman', u'romance', u'romanced', u'romancer', u'romances', u'romanek', u'romantic', u'romanticism', u'romanticization', u'romanticized', u'romantics', u'romeo', u'romero', u'romething', u'romoli', u'romp', u'romped', u'ron', u'room', u'rooms', u'root', u'rooted', u'rooting', u'roots', u'rope', u'ropes', u'rorschach', u'rosa', u'rosario', u'rose', u'rosemary', u'rosenthal', u'roses', u'roster', u'rot', u'rote', u'rothman', u'rotoscope', u'rotten', u'rotting', u'rouge', u'rough', u'roughage', u'roughly', u'roughshod', u'round', u'rounded', u'roundelay', u'rouses', u'rousing', u'roussillon', u'route', u'routes', u'routine', u'routinely', u'routines', u'rover', u'row', u'rowdy', u'rowling', u'roy', u'royally', u'royals', u'rrb', u'rubber', u'rubbish', u'rubbo', u'rubenesque', u'rubin', u'rudd', u'rude', u'rudimentary', u'rudy', u'rueful', u'ruffle', u'rug', u'ruggero', u'rugrats', u'ruh', u'ruin', u'ruined', u'ruinous', u'ruins', u'rules', u'rumblings', u'ruminating', u'rumination', u'ruminations', u'rumor', u'run', u'runaway', u'rung', u'runner', u'running', u'runs', u'runteldat', u'runyon', u'rural', u'ruse', u'rush', u'rushed', u'rusi', u'russell', u'russian', u'russians', u'russo', u'rusted', u'rustic', u'rut', u'ruthless', u'ruthlessly', u'ryan', u'ryder', u'rye', u'rymer', u'ryoko', u'ryosuke', u's1m0ne', u'sa', u'sabara', u'sabotage', u'sabotaged', u'saccharine', u'sack', u'sacre', u'sacrifice', u'sacrificed', u'sacrifices', u'sacrificing', u'sad', u'saddam', u'saddens', u'saddest', u'saddle', u'saddled', u'sade', u'sadism', u'sadistic', u'sadists', u'sadly', u'sadness', u'saeko', u'safe', u'safely', u'sag', u'saga', u'sags', u'said', u'saigon', u'sailor', u'sake', u'salacious', u'salaciously', u'salaries', u'sale', u'sales', u'salient', u'salle', u'sallies', u'sally', u'salma', u'salt', u'salton', u'salute', u'salvage', u'salvaged', u'salvation', u'salvos', u'sam', u'same', u'sameness', u'samira', u'sampi', u'sample', u'samuel', u'samurai', u'san', u'sanctimonious', u'sanctimoniousness', u'sanctimony', u'sand', u'sandbox', u'sandeman', u'sanders', u'sandler', u'sandlerian', u'sandra', u'sands', u'sandwich', u'sane', u'sanguine', u'sanitised', u'sanity', u'santa', u'sap', u'sappiness', u'sappy', u'saps', u'sara', u'sarah', u'sarandon', u'sardonic', u'sascha', u'sassy', u'sat', u'satan', u'satin', u'satire', u'satiric', u'satirical', u'satisfaction', u'satisfactorily', u'satisfactory', u'satisfied', u'satisfies', u'satisfy', u'satisfying', u'satisfyingly', u'saturday', u'satyr', u'saucy', u'sausage', u'savage', u'savaged', u'savagely', u'save', u'saved', u'saves', u'saving', u'savoca', u'savor', u'savory', u'savour', u'savvy', u'saw', u'say', u'saying', u'sayles', u'says', u'sc2', u'scalds', u'scale', u'scam', u'scan', u'scandal', u'scandalous', u'scandals', u'scant', u'scar', u'scarcely', u'scare', u'scared', u'scares', u'scarf', u'scarface', u'scarier', u'scariest', u'scarifying', u'scarily', u'scarlet', u'scarpia', u'scary', u'scathing', u'scathingly', u'scattered', u'scattershot', u'scenario', u'scenarios', u'scene', u'scenery', u'scenes', u'scenic', u'scented', u'schaefer', u'schaeffer', u'schedule', u'schematic', u'schemes', u'scheming', u'schepisi', u'scherfig', u'schiffer', u'schindler', u'schizo', u'schizophrenia', u'schlock', u'schlocky', u'schmaltz', u'schmaltzy', u'schmidt', u'schmucks', u'schneider', u'schneidermeister', u'schnieder', u'schnitzler', u'scholar', u'school', u'schoolboy', u'schoolers', u'schoolgirl', u'schools', u'schrader', u'schtick', u'schticky', u'schultz', u'schumacher', u'schwarzenegger', u'schweig', u'schwentke', u'sci', u'science', u'scientific', u'scientist', u'scientists', u'scintillating', u'scoob', u'scooby', u'scooped', u'scoopers', u'scooping', u'scooter', u'scope', u'scorcese', u'scorcher', u'scorchingly', u'score', u'scored', u'scores', u'scoring', u'scorn', u'scorpion', u'scorsese', u'scotches', u'scotland', u'scott', u'scottish', u'scouse', u'scrap', u'scrapbook', u'scrape', u'scratch', u'scratches', u'scratching', u'scrawled', u'scream', u'screaming', u'screams', u'screeching', u'screed', u'screen', u'screenful', u'screening', u'screenings', u'screenplay', u'screenplays', u'screens', u'screenwriter', u'screenwriters', u'screenwriting', u'screwball', u'screwed', u'screwing', u'screwy', u'scribe', u'script', u'scripted', u'scripters', u'scripting', u'scripts', u'scriptwriters', u'scrooge', u'scruffy', u'scrutinize', u'scrutiny', u'scum', u'scummy', u'scuttled', u'scuzzy', u'sea', u'seagal', u'seal', u'sealed', u'seamless', u'seams', u'seamstress', u'seamy', u'sean', u'search', u'searches', u'searching', u'searing', u'seas', u'seaside', u'season', u'seasonal', u'seasoned', u'seat', u'seated', u'seater', u'seats', u'seattle', u'second', u'secondary', u'secondhand', u'seconds', u'secret', u'secretary', u'secretions', u'secretly', u'secrets', u'section', u'secular', u'sedate', u'seduce', u'seduced', u'seduces', u'seductive', u'seductively', u'seductiveness', u'see', u'seed', u'seeds', u'seedy', u'seeing', u'seek', u'seeking', u'seeks', u'seem', u'seemed', u'seeming', u'seemingly', u'seems', u'seen', u'seeping', u'sees', u'seesawed', u'seesawing', u'segal', u'segment', u'seigner', u'seinfeld', u'seizing', u'seizures', u'selby', u'seldahl', u'seldhal', u'seldom', u'selecting', u'selection', u'self', u'sell', u'seller', u'sellers', u'selling', u'selves', u'semen', u'semi', u'semimusical', u'semitism', u'send', u'sendak', u'sending', u'sends', u'senegalese', u'sensation', u'sensational', u'sensationalism', u'sensationalize', u'sense', u'senseless', u'senses', u'sensibilities', u'sensibility', u'sensitive', u'sensitively', u'sensitivities', u'sensitivity', u'sensual', u'sensuality', u'sensuous', u'sent', u'sentence', u'sentiment', u'sentimental', u'sentimentalist', u'sentimentality', u'sentimentalized', u'sentimentalizing', u'sentiments', u'separate', u'separates', u'separation', u'sepia', u'sept', u'september', u'septic', u'septuagenarian', u'sequel', u'sequels', u'sequence', u'sequences', u'sequins', u'serb', u'serbian', u'serbs', u'serendipity', u'serene', u'serenely', u'serenity', u'sergio', u'serial', u'serials', u'series', u'seriocomic', u'serious', u'seriously', u'seriousness', u'sermon', u'sermonize', u'serpent', u'serrault', u'serry', u'servants', u'serve', u'served', u'serves', u'servicable', u'service', u'serviceability', u'serviceable', u'serving', u'servitude', u'session', u'sessions', u'set', u'seth', u'setpiece', u'setpieces', u'sets', u'setting', u'settings', u'settle', u'settled', u'settles', u'setup', u'setups', u'seven', u'seventeen', u'seventies', u'seventy', u'sever', u'several', u'severe', u'severely', u'sewage', u'sewer', u'sewing', u'sex', u'sexes', u'sexiness', u'sexism', u'sexist', u'sexploitation', u'sexpot', u'sexual', u'sexuality', u'sexually', u'sexy', u'sha', u'shabby', u'shackles', u'shades', u'shadow', u'shadows', u'shadowy', u'shadyac', u'shafer', u'shag', u'shaggy', u'shainberg', u'shake', u'shaken', u'shakes', u'shakespeare', u'shakespearean', u'shakesperean', u'shaking', u'shaky', u'shall', u'shallow', u'shallower', u'shallows', u'sham', u'shambles', u'shame', u'shameful', u'shamefully', u'shameless', u'shamelessly', u'shanghai', u'shankman', u'shapable', u'shape', u'shaped', u'shapeless', u'shapely', u'shapes', u'shaping', u'shapiro', u'share', u'shared', u'shares', u'sharing', u'sharks', u'sharp', u'sharpener', u'sharper', u'sharpie', u'sharply', u'shatner', u'shattering', u'shatters', u'shave', u'shaw', u'shawn', u'she', u'shear', u'shearer', u'shedding', u'sheds', u'sheer', u'sheerly', u'sheets', u'shekhar', u'shelf', u'shell', u'shellshock', u'shelves', u'shenanigans', u'shepard', u'sheridan', u'shift', u'shifted', u'shifting', u'shifts', u'shifty', u'shimizu', u'shimmering', u'shimmeringly', u'shimmers', u'shindler', u'shine', u'shiner', u'shines', u'shining', u'shiny', u'ship', u'shipping', u'shiri', u'shirley', u'shirt', u'shiver', u'shivers', u'shlockmeister', u'shmear', u'shock', u'shocked', u'shocker', u'shockers', u'shocking', u'shockingly', u'shocks', u'shockwaves', u'shoddy', u'shoe', u'shoes', u'shoestring', u'shohei', u'shoot', u'shooting', u'shootings', u'shootout', u'shootouts', u'shoots', u'shop', u'shoplifts', u'shopping', u'shore', u'shores', u'short', u'shortage', u'shortcomings', u'shorter', u'shortest', u'shortness', u'shorts', u'shorty', u'shot', u'shots', u'should', u'shoulder', u'shoulders', u'shout', u'shouting', u'shouts', u'shovel', u'shoving', u'show', u'showboating', u'showcase', u'showcases', u'showdown', u'shower', u'showers', u'showgirls', u'showing', u'shown', u'shows', u'showtime', u'showy', u'shrapnel', u'shred', u'shreds', u'shrek', u'shreve', u'shrewd', u'shrewdly', u'shriek', u'shrieky', u'shrill', u'shriveled', u'shrug', u'shrugging', u'shtick', u'shu', u'shuck', u'shudder', u'shum', u'shunji', u'shut', u'shyamalan', u'si', u'sia', u'sibling', u'siblings', u'sica', u'sick', u'sickening', u'sickeningly', u'sickly', u'side', u'sided', u'sidedness', u'sidekicks', u'sides', u'sideshow', u'sidesplitting', u'sidesteps', u'sidewalks', u'sidey', u'siege', u'siegel', u'sieve', u'sight', u'sights', u'sign', u'signals', u'signature', u'significance', u'significant', u'significantly', u'signing', u'signpost', u'signposts', u'signs', u'silberling', u'silbersteins', u'silence', u'silences', u'silent', u'sillier', u'sillified', u'silliness', u'silly', u'silver', u'similar', u'similarly', u'simmer', u'simmering', u'simone', u'simpering', u'simple', u'simpleminded', u'simpler', u'simplicity', u'simplify', u'simplistic', u'simply', u'simpson', u'simpsons', u'simulate', u'simulation', u'simultaneously', u'sin', u'since', u'sincere', u'sincerely', u'sincerity', u'sing', u'singer', u'singers', u'singh', u'singing', u'single', u'singles', u'singular', u'singularly', u'sinise', u'sinister', u'sink', u'sinks', u'sinuously', u'sip', u'siren', u'sirk', u'sissako', u'sister', u'sisterhood', u'sisterly', u'sisters', u'sit', u'sitcom', u'sitcomishly', u'sits', u'sitting', u'situates', u'situation', u'situations', u'siuation', u'six', u'sixed', u'sixth', u'sixties', u'size', u'sized', u'sizzle', u'skateboard', u'skateboarder', u'skateboarding', u'skateboards', u'skeeved', u'skeleton', u'skeletons', u'skeptics', u'sketch', u'sketched', u'sketches', u'sketchiest', u'sketchy', u'skewed', u'skewering', u'skid', u'skidding', u'skies', u'skilfully', u'skill', u'skilled', u'skillful', u'skillfully', u'skills', u'skimpy', u'skims', u'skin', u'skinny', u'skins', u'skip', u'skippable', u'skipped', u'skipping', u'skirmishes', u'skirts', u'skit', u'skittish', u'skullduggery', u'skulls', u'skunk', u'sky', u'skyscraper', u'slack', u'slackers', u'slain', u'slaloming', u'slam', u'slanted', u'slap', u'slapdash', u'slapped', u'slapping', u'slappingly', u'slaps', u'slapstick', u'slash', u'slasher', u'slather', u'slathered', u'slave', u'slavery', u'slc', u'sleaze', u'sleaziness', u'sleazy', u'sledgehammer', u'sleek', u'sleekness', u'sleep', u'sleeper', u'sleeping', u'sleepless', u'sleepwalk', u'sleeve', u'sleight', u'slender', u'slew', u'slice', u'slick', u'slickest', u'slickly', u'slickness', u'slide', u'slides', u'slight', u'slightest', u'slightly', u'slights', u'slim', u'slimed', u'sling', u'slip', u'slipperiness', u'slippery', u'slips', u'slivers', u'slo', u'slob', u'slobbering', u'slog', u'slogans', u'slop', u'slope', u'slopped', u'sloppily', u'sloppiness', u'sloppy', u'slot', u'sloughs', u'slovenly', u'slow', u'slowed', u'slowest', u'slowly', u'slowness', u'slugfest', u'sluggish', u'slummer', u'slumming', u'slump', u'slurs', u'sly', u'slyly', u'smack', u'smackdown', u'smacks', u'small', u'smaller', u'smallest', u'smallness', u'smart', u'smarter', u'smartest', u'smartly', u'smarts', u'smash', u'smashing', u'smashups', u'smear', u'smeared', u'smeary', u'smell', u'smile', u'smiles', u'smiling', u'smirk', u'smith', u'smitten', u'smoke', u'smokers', u'smokey', u'smoking', u'smoky', u'smoochy', u'smooth', u'smoothed', u'smoother', u'smoothly', u'smorgasbord', u'smothered', u'smug', u'smuggling', u'smugly', u'smutty', u'snacks', u'snagged', u'snail', u'snake', u'snap', u'snapping', u'snappy', u'snaps', u'snapshot', u'snared', u'snatch', u'snazziness', u'snazzy', u'sneak', u'sneaks', u'sneaky', u'sneering', u'sneers', u'sneeze', u'snickers', u'snide', u'sniffle', u'snipes', u'sniping', u'snl', u'snobbery', u'snoots', u'snooze', u'snoozer', u'snore', u'snow', u'snowball', u'snowman', u'snubbing', u'snuck', u'so', u'soaked', u'soap', u'soaper', u'soapy', u'soar', u'soars', u'sob', u'sober', u'sobering', u'soberly', u'soccer', u'social', u'socially', u'societal', u'societies', u'society', u'socio', u'sociological', u'sociology', u'sociopath', u'sociopaths', u'sociopathy', u'sodden', u'soderbergh', u'sofia', u'soft', u'softens', u'softheaded', u'softly', u'soggy', u'soil', u'soiree', u'solace', u'solaris', u'soldiers', u'sole', u'solely', u'solemn', u'solemnity', u'solemnly', u'solid', u'solidity', u'solidly', u'soliloquies', u'solipsism', u'solipsistic', u'solo', u'solomonic', u'solondz', u'solution', u'solutions', u'solving', u'somber', u'some', u'somebodies', u'somebody', u'someday', u'somehow', u'someone', u'someplace', u'something', u'somethings', u'sometime', u'sometimes', u'somewhat', u'somewhere', u'sommers', u'somnambulant', u'son', u'song', u'songbird', u'songs', u'sonnenfeld', u'sonny', u'sons', u'sontag', u'soon', u'sooner', u'sooooo', u'soothe', u'soothing', u'sophie', u'sophisticated', u'sophisticates', u'sophistication', u'sophomore', u'sophomoric', u'soporific', u'sopranos', u'sorcerer', u'sorcery', u'sordid', u'sorely', u'sorority', u'sorriest', u'sorrow', u'sorrowful', u'sorrowfully', u'sorry', u'sort', u'sorts', u'sorvino', u'sought', u'soul', u'soulful', u'soulless', u'soullessness', u'souls', u'sound', u'sounding', u'sounds', u'soundtrack', u'soup', u'soupy', u'sour', u'source', u'sources', u'soured', u'south', u'southern', u'souvlaki', u'space', u'spaces', u'spaceship', u'spacey', u'spade', u'spader', u'spades', u'spaghetti', u'spain', u'spalding', u'spall', u'span', u'spangle', u'spaniel', u'spanish', u'spanning', u'spans', u'spare', u'spark', u'sparked', u'sparking', u'sparkles', u'sparkling', u'sparks', u'sparring', u'sparse', u'spat', u'spawn', u'spawned', u'speak', u'speaking', u'speaks', u'spears', u'special', u'specialized', u'species', u'specific', u'specifically', u'specificity', u'specifics', u'specimen', u'speck', u'spectacle', u'spectacles', u'spectacular', u'spectacularly', u'spectator', u'spectators', u'specter', u'spectrum', u'speculation', u'speculative', u'speed', u'speeds', u'speedy', u'spell', u'spellbinding', u'spelled', u'spells', u'spend', u'spending', u'spends', u'spent', u'spews', u'spice', u'spiced', u'spicy', u'spider', u'spiderman', u'spied', u'spielberg', u'spielbergian', u'spies', u'spiffing', u'spiffy', u'spike', u'spiked', u'spikes', u'spill', u'spin', u'spindly', u'spine', u'spinner', u'spinning', u'spinoff', u'spins', u'spiral', u'spirals', u'spirit', u'spirited', u'spiritless', u'spirits', u'spiritual', u'spiritualism', u'spirituality', u'spiritually', u'spite', u'spiteful', u'spits', u'spittingly', u'splash', u'splashed', u'splashing', u'splashy', u'splatter', u'splatterfests', u'splattering', u'splendid', u'splendidly', u'splendor', u'splendour', u'spliced', u'split', u'splitting', u'spoil', u'spoiler', u'spoken', u'spontaneity', u'spontaneous', u'spoof', u'spoofing', u'spoofs', u'spoofy', u'spook', u'spookily', u'spookiness', u'spooks', u'spooky', u'sporadic', u'sporadically', u'sport', u'sporting', u'sports', u'sportsmanship', u'sportsmen', u'spot', u'spotlight', u'spotlights', u'spots', u'spotty', u'spousal', u'spouses', u'spout', u'spouting', u'sprawl', u'sprawling', u'spread', u'spreading', u'spreads', u'sprecher', u'spree', u'sprightly', u'spring', u'springboard', u'springer', u'springing', u'springs', u'sprinkled', u'sprouts', u'sprung', u'spry', u'sputters', u'spy', u'squabbling', u'squad', u'squaddie', u'squander', u'squandering', u'squanders', u'square', u'squarely', u'squareness', u'squashed', u'squeeze', u'squeezed', u'squint', u'squirm', u'squirming', u'squirts', u'stab', u'stabbing', u'stability', u'stable', u'stabs', u'stacked', u'stacks', u'stacy', u'stadium', u'stage', u'stagecrafts', u'staged', u'stages', u'stagey', u'staggered', u'staggering', u'staggeringly', u'staggers', u'stagings', u'stagnation', u'stagy', u'staid', u'stained', u'stains', u'stainton', u'staircase', u'stake', u'stakes', u'stale', u'stalked', u'stalker', u'stalking', u'stallion', u'stallone', u'stalls', u'stamina', u'stammering', u'stammers', u'stamp', u'stance', u'stand', u'standard', u'standardized', u'standards', u'standbys', u'standing', u'standoffish', u'standout', u'stands', u'standup', u'stanford', u'stanley', u'stanzas', u'star', u'stardom', u'stare', u'staring', u'stark', u'starring', u'starry', u'stars', u'starship', u'start', u'started', u'starter', u'starting', u'startle', u'startled', u'startling', u'starts', u'starving', u'stasis', u'state', u'statecraft', u'stately', u'statement', u'statements', u'states', u'statham', u'static', u'station', u'stature', u'status', u'stave', u'stay', u'stayed', u'staying', u'stays', u'steadfast', u'steadfastly', u'steadily', u'steady', u'steal', u'stealing', u'steals', u'steam', u'steamboat', u'steaming', u'steamy', u'steeped', u'steers', u'stein', u'steinberg', u'steinis', u'stellar', u'stench', u'step', u'stepdad', u'stephen', u'stepmom', u'stepmother', u'stepped', u'steps', u'stereo', u'stereotype', u'stereotyped', u'stereotypes', u'stereotypical', u'sterile', u'sterling', u'stern', u'sterotypes', u'steve', u'steven', u'stevenon', u'stevens', u'stevenson', u'stew', u'stewart', u'stick', u'stickiness', u'sticking', u'sticks', u'sticky', u'stiff', u'stifled', u'stifles', u'stifling', u'stiflingly', u'stiletto', u'still', u'stillborn', u'stiller', u'stills', u'stilted', u'stimulate', u'stimulating', u'stimulus', u'sting', u'stinging', u'stink', u'stinker', u'stinks', u'stirring', u'stirs', u'stitch', u'stitched', u'stock', u'stocked', u'stockings', u'stockwell', u'stodgy', u'stoked', u'stolid', u'stomach', u'stomached', u'stomp', u'stomps', u'stone', u'stonehenge', u'stoner', u'stones', u'stoop', u'stooping', u'stoops', u'stop', u'stoppard', u'stopped', u'stoppingly', u'stops', u'store', u'stores', u'stories', u'storm', u'stormy', u'stortelling', u'story', u'storyline', u'storylines', u'storyteller', u'storytellers', u'storytelling', u'straddle', u'straddles', u'straight', u'straightforward', u'strain', u'strained', u'straining', u'strains', u'stranded', u'strands', u'strange', u'strangely', u'strangeness', u'stranger', u'strangers', u'strangest', u'strangling', u'strategic', u'strategically', u'strategies', u'strategy', u'stray', u'strays', u'streak', u'streaks', u'stream', u'streamed', u'streamlined', u'street', u'streets', u'streetwise', u'strength', u'strengths', u'strenuous', u'strenuously', u'stress', u'stretch', u'stretched', u'stretches', u'strewn', u'stricken', u'strict', u'strictly', u'strictness', u'strident', u'strike', u'strikes', u'striking', u'strikingly', u'string', u'stringently', u'strings', u'strip', u'stripe', u'stripped', u'stripping', u'strips', u'strives', u'striving', u'stroke', u'stroked', u'strokes', u'strolls', u'strong', u'stronger', u'strongest', u'strongly', u'strongman', u'struck', u'structure', u'structured', u'structures', u'structuring', u'struggle', u'struggled', u'struggles', u'struggling', u'strung', u'strut', u'struts', u'strutting', u'stuart', u'stubborn', u'stubbornly', u'stuck', u'stud', u'studded', u'student', u'students', u'studied', u'studies', u'studio', u'studios', u'studiously', u'study', u'stuff', u'stuffed', u'stuffiest', u'stuffing', u'stuffs', u'stuffy', u'stultifying', u'stultifyingly', u'stumble', u'stumblebum', u'stumbles', u'stunning', u'stunningly', u'stunt', u'stunts', u'stuntwork', u'stupefying', u'stupid', u'stupidities', u'stupidity', u'stuporously', u'sturdiest', u'sturdiness', u'sturges', u'sturm', u'stuttering', u'style', u'styled', u'styles', u'stylings', u'stylish', u'stylishly', u'stylist', u'stylistic', u'stylistically', u'stylists', u'stylized', u'stymied', u'styx', u'suavity', u'sub', u'subconscious', u'subcontinent', u'subculture', u'subcultures', u'subdues', u'subgenre', u'subject', u'subjected', u'subjective', u'subjects', u'subjugate', u'sublime', u'sublimely', u'subliminally', u'submarine', u'submerged', u'submerging', u'subordinate', u'subplot', u'subplots', u'subscriber', u'subscription', u'subsequent', u'subsided', u'substance', u'substances', u'substandard', u'substantial', u'substantive', u'substitutable', u'substitute', u'substitutes', u'substituting', u'subtext', u'subtexts', u'subtitled', u'subtitles', u'subtle', u'subtler', u'subtlest', u'subtlety', u'subtly', u'suburban', u'subversive', u'subzero', u'succeed', u'succeeded', u'succeeds', u'success', u'successes', u'successful', u'successfully', u'succession', u'successor', u'succumb', u'succumbing', u'succumbs', u'such', u'suck', u'sucked', u'sucker', u'suckers', u'sucking', u'sucks', u'sudden', u'suddenly', u'sudsy', u'suey', u'suffer', u'suffered', u'suffering', u'suffers', u'suffice', u'sufficient', u'sufficiently', u'suffocate', u'suffocating', u'suffocation', u'suffused', u'sugar', u'sugarcoated', u'sugarman', u'sugary', u'suge', u'suggest', u'suggested', u'suggesting', u'suggestion', u'suggestive', u'suggests', u'suicidal', u'suicide', u'suit', u'suitable', u'suitably', u'suitcase', u'suited', u'suits', u'sulking', u'sulky', u'sullivan', u'sultry', u'sum', u'summary', u'summer', u'summertime', u'summery', u'summons', u'sumptuous', u'sun', u'sunbaked', u'sundance', u'sunday', u'sung', u'sunk', u'sunny', u'sunset', u'sunshine', u'super', u'superb', u'superbly', u'superficial', u'superficiale', u'superficiality', u'superficially', u'superfluous', u'superhero', u'superheroics', u'superhuman', u'superior', u'superlative', u'superman', u'supermarket', u'supernatural', u'superstar', u'supple', u'supplied', u'supplies', u'supply', u'support', u'supporting', u'suppose', u'supposed', u'supposedly', u'suppression', u'supremely', u'supremes', u'sure', u'surefire', u'surehanded', u'surely', u'surest', u'surf', u'surface', u'surfaces', u'surfacey', u'surfeit', u'surfer', u'surfing', u'surge', u'surgeon', u'surplus', u'surprise', u'surprised', u'surprises', u'surprising', u'surprisingly', u'surreal', u'surrealism', u'surrealist', u'surrealistic', u'surrender', u'surrendering', u'surrenders', u'surround', u'surrounded', u'surrounding', u'surroundings', u'surrounds', u'surveillance', u'surveyed', u'surveys', u'survivable', u'survival', u'survive', u'survived', u'survives', u'surviving', u'survivors', u'susan', u'susceptible', u'suspect', u'suspected', u'suspecting', u'suspects', u'suspend', u'suspended', u'suspending', u'suspense', u'suspenseful', u'suspenser', u'suspension', u'suspiciously', u'sustain', u'sustained', u'sustains', u'sustenance', u'sven', u'swagger', u'swaggers', u'swallow', u'swan', u'swank', u'swanson', u'swashbucklers', u'swathe', u'sway', u'swaying', u'swear', u'sweat', u'sweating', u'sweaty', u'swedish', u'sweep', u'sweeping', u'sweet', u'sweetest', u'sweetheart', u'sweetly', u'sweetness', u'swept', u'swift', u'swiftly', u'swill', u'swim', u'swimfan', u'swimming', u'swims', u'swingers', u'swinging', u'swings', u'swipe', u'swipes', u'swirl', u'swirling', u'switch', u'switchblade', u'switches', u'switching', u'swooning', u'swoony', u'swooping', u'sword', u'swordfights', u'swords', u'swung', u'sy', u'sychowski', u'sydney', u'sydow', u'sylvie', u'symbiotic', u'symbolic', u'symbolically', u'symbolism', u'symbols', u'sympathetic', u'sympathies', u'sympathize', u'sympathizing', u'sympathy', u'symptom', u'synagogue', u'synching', u'synergistic', u'synthetic', u'syrup', u'system', u'systematically', u'sytle', u'szpilman', u'table', u'tables', u'tabloid', u'tabloids', u'taboo', u'tacked', u'tackled', u'tackles', u'tackling', u'tacks', u'tacky', u'tact', u'tactfully', u'tactic', u'tactics', u'tad', u'tadpole', u'tag', u'tagline', u'tail', u'tailor', u'tainted', u'taiwanese', u'takashi', u'take', u'taken', u'takes', u'taking', u'tale', u'talent', u'talented', u'talents', u'tales', u'talk', u'talked', u'talkers', u'talkiness', u'talking', u'talks', u'talky', u'tall', u'tambor', u'tame', u'tamer', u'tang', u'tangents', u'tangled', u'tango', u'tank', u'tanks', u'tanovic', u'tantamount', u'tap', u'tape', u'tapestry', u'tapping', u'taps', u'tar', u'tara', u'tarantino', u'tarantula', u'tardier', u'target', u'targeted', u'targets', u'tarkovsky', u'tart', u'tartakovsky', u'tartly', u'tarzan', u'tashlin', u'task', u'taste', u'tasteful', u'tasteless', u'tastelessness', u'tasty', u'tat', u'tattered', u'tatters', u'tattoo', u'tattoos', u'taught', u'taunt', u'taut', u'tautou', u'tavernier', u'tawdry', u'tax', u'taxi', u'taxicab', u'tay', u'taylor', u'taymor', u'tchaikovsky', u'tea', u'teach', u'teacher', u'teachers', u'team', u'teaming', u'teams', u'tear', u'tearful', u'tearing', u'tearjerker', u'tears', u'tease', u'teasing', u'tech', u'techies', u'technical', u'technically', u'technique', u'techniques', u'techno', u'technological', u'technologies', u'technology', u'teddy', u'tedious', u'tediously', u'tedium', u'teeming', u'teen', u'teenage', u'teenaged', u'teenager', u'teenagers', u'teendom', u'teens', u'teeny', u'teenybopper', u'teetering', u'teeth', u'telanovela', u'telegrams', u'telegraphed', u'telegraphs', u'telemarketers', u'telenovela', u'telephone', u'teleprompter', u'telescope', u'televised', u'television', u'tell', u'telling', u'tells', u'temper', u'temperamental', u'tempered', u'template', u'temple', u'temporal', u'temptation', u'temptations', u'tempted', u'tempting', u'temptingly', u'ten', u'tenacious', u'tend', u'tendencies', u'tendency', u'tendentious', u'tender', u'tenderly', u'tenderness', u'tends', u'tenet', u'tennessee', u'tenor', u'tens', u'tense', u'tension', u'tensions', u'tentative', u'tenth', u'tenths', u'tep', u'tepid', u'tequila', u'term', u'terminal', u'terminally', u'terms', u'terri', u'terrible', u'terribly', u'terrier', u'terrific', u'terrifically', u'terrified', u'terrifying', u'territory', u'terror', u'terrorism', u'terrorist', u'terrorists', u'terrorizing', u'terrors', u'terry', u'test', u'testament', u'tested', u'testimonial', u'testimony', u'testing', u'testosterone', u'testud', u'texan', u'text', u'textbook', u'texture', u'tezuka', u'than', u'thandie', u'thank', u'thankfully', u'thankless', u'thanks', u'thanksgiving', u'that', u'thatcher', u'the', u'theater', u'theaters', u'theatre', u'theatres', u'theatrical', u'theatrically', u'theatrics', u'their', u'them', u'thematic', u'thematically', u'theme', u'themed', u'themes', u'themselves', u'then', u'theological', u'theology', u'theories', u'theorist', u'theorizing', u'theory', u'therapeutic', u'therapy', u'there', u'thereafter', u'therefore', u'theron', u'these', u'thesis', u'thesps', u'thewlis', u'they', u'thi', u'thick', u'thievery', u'thin', u'thing', u'things', u'think', u'thinkers', u'thinking', u'thinks', u'thinly', u'thinness', u'third', u'thirds', u'thirst', u'thirteen', u'thirty', u'this', u'thomas', u'thon', u'thornberry', u'thornberrys', u'thornier', u'thorough', u'thoroughfare', u'thoroughly', u'those', u'thou', u'though', u'thought', u'thoughtful', u'thoughtfully', u'thoughtfulness', u'thoughtless', u'thoughtlessly', u'thoughts', u'thousand', u'thousands', u'threadbare', u'threads', u'threat', u'threatened', u'threatening', u'threatens', u'three', u'threefold', u'threshold', u'threw', u'thrill', u'thrilled', u'thriller', u'thrillers', u'thrilling', u'thrillingly', u'thrills', u'thrives', u'throat', u'throbbing', u'throes', u'through', u'throughout', u'throw', u'throwaway', u'throwback', u'throwing', u'thrown', u'throws', u'thrust', u'thrusts', u'thud', u'thuds', u'thulani', u'thumbing', u'thumbs', u'thump', u'thumpingly', u'thunderous', u'thunderstorms', u'thurman', u'thus', u'tian', u'tick', u'ticket', u'tickets', u'ticking', u'tickled', u'tickles', u'ticks', u'tics', u'tidal', u'tides', u'tidings', u'tie', u'tied', u'tier', u'ties', u'tiger', u'tight', u'tightened', u'tighter', u'tightly', u'tightrope', u'til', u'till', u'tim', u'time', u'timed', u'timeless', u'timelessness', u'timely', u'timeout', u'timer', u'times', u'timid', u'timing', u'tinge', u'tinged', u'tiniest', u'tinny', u'tinsel', u'tinseltown', u'tinted', u'tiny', u'tipped', u'tirade', u'tired', u'tireless', u'tiresome', u'tiresomely', u'tiring', u'tissue', u'tissues', u'tit', u'titans', u'titillating', u'title', u'titled', u'titles', u'tits', u'titular', u'titus', u'tnt', u'to', u'toast', u'toback', u'tobey', u'tock', u'today', u'todd', u'toddler', u'toes', u'together', u'togetherness', u'toilet', u'told', u'tolerable', u'tolerance', u'tolerate', u'tolkien', u'tolstoy', u'tom', u'tomatoes', u'tomcats', u'tome', u'tomfoolery', u'tommy', u'tomorrow', u'ton', u'tonal', u'tonally', u'tone', u'toned', u'tones', u'tongue', u'tongues', u'tonight', u'tons', u'tonto', u'tony', u'too', u'took', u'tool', u'toolbags', u'tooled', u'tools', u'tooth', u'toothless', u'tootsie', u'top', u'topic', u'topical', u'topics', u'topless', u'topnotch', u'topping', u'topple', u'tops', u'tori', u'tormented', u'tormentor', u'torments', u'torn', u'tornatore', u'toro', u'torpedo', u'torrent', u'tortuous', u'torture', u'tortured', u'torturing', u'tosca', u'toss', u'tossed', u'tosses', u'total', u'totalitarian', u'totally', u'tots', u'touch', u'touched', u'touches', u'touching', u'touchingly', u'touchstone', u'tough', u'tougher', u'toughest', u'tour', u'tourism', u'tourists', u'tout', u'touts', u'tov', u'toward', u'towards', u'towering', u'towers', u'town', u'toxic', u'toy', u'toys', u'trace', u'traced', u'traces', u'track', u'tracking', u'tracks', u'tract', u'tracts', u'trade', u'trademark', u'trades', u'trading', u'tradition', u'traditional', u'traditionally', u'traditions', u'traffic', u'traffics', u'tragedies', u'tragedy', u'tragic', u'tragically', u'trail', u'trailer', u'train', u'trained', u'training', u'trains', u'trainspotting', u'traits', u'trajectory', u'trance', u'tranquil', u'transcend', u'transcendence', u'transcendent', u'transcends', u'transcript', u'transfigures', u'transfixes', u'transform', u'transformation', u'transformed', u'transforms', u'transgression', u'transgressive', u'transit', u'transition', u'transitions', u'translate', u'translating', u'translation', u'transmogrification', u'transparency', u'transparent', u'transparently', u'transplant', u'transported', u'transporter', u'transporting', u'transports', u'transpose', u'transvestite', u'trap', u'trapeze', u'trapped', u'trappings', u'traps', u'trash', u'trashy', u'travail', u'travails', u'travel', u'traveled', u'traveler', u'travelogue', u'traverse', u'travesty', u'travis', u'treachery', u'treacle', u'treacly', u'treading', u'treads', u'treasure', u'treasured', u'treat', u'treated', u'treating', u'treatise', u'treatment', u'treats', u'tree', u'trees', u'trek', u'tremble', u'trembling', u'tremendous', u'tremendously', u'tremors', u'trenchant', u'trend', u'tres', u'trey', u'trial', u'trials', u'triangle', u'triangles', u'tribute', u'trick', u'trickery', u'tricks', u'trickster', u'tricky', u'tried', u'trier', u'tries', u'trifecta', u'trifle', u'trifling', u'trilogy', u'trim', u'trimmed', u'trimming', u'trimmings', u'trims', u'trinity', u'trio', u'trip', u'tripe', u'triple', u'trite', u'triteness', u'triumph', u'triumphant', u'triumphantly', u'triumphs', u'triviality', u'trivialize', u'trivializes', u'trivializing', u'trod', u'troll', u'trombone', u'tron', u'troopers', u'trope', u'tropes', u'tropic', u'trot', u'trots', u'trotting', u'troubadour', u'trouble', u'troubled', u'troubling', u'trounce', u'troupe', u'trove', u'truck', u'truckzilla', u'trudge', u'true', u'truest', u'truffaut', u'truly', u'trump', u'trumped', u'trumpet', u'trumps', u'truncated', u'truncheoning', u'trust', u'trusted', u'trusting', u'trusts', u'truth', u'truthful', u'truths', u'try', u'trying', u'tryingly', u'tsai', u'tso', u'tu', u'tub', u'tuba', u'tube', u'tuck', u'tucked', u'tucker', u'tufano', u'tug', u'tully', u'tumbleweeds', u'tummy', u'tumult', u'tumultuous', u'tundra', u'tune', u'tuned', u'tunes', u'tuning', u'tunis', u'tunisian', u'tunnel', u'tunnels', u'tunney', u'tupac', u'turbulent', u'turd', u'turf', u'turgid', u'turkey', u'turks', u'turmoil', u'turn', u'turned', u'turner', u'turning', u'turns', u'turntable', u'turntablism', u'turntablists', u'turpin', u'turturro', u'tutorial', u'tux', u'tuxedo', u'tv', u'twaddle', u'tweaked', u'tweener', u'twelve', u'twenty', u'twentysomething', u'twice', u'twilight', u'twin', u'twinkie', u'twinkle', u'twinkling', u'twinkly', u'twirling', u'twirls', u'twist', u'twisted', u'twister', u'twisting', u'twists', u'twisty', u'twitchy', u'two', u'twohy', u'tyco', u'tykwer', u'type', u'typed', u'types', u'typical', u'typically', u'typifies', u'tyson', u'ub', u'ugh', u'uglier', u'ugliness', u'ugly', u'uh', u'uhf', u'uhhh', u'uk', u'ultimate', u'ultimately', u'ultra', u'um', u'uma', u'umpteenth', u'un', u'unabashed', u'unabashedly', u'unable', u'unacceptable', u'unaccountable', u'unadorned', u'unadulterated', u'unaffected', u'unafraid', u'unambitious', u'unamusing', u'unanswered', u'unapologetic', u'unapologetically', u'unappealing', u'unashamedly', u'unassuming', u'unattractive', u'unaware', u'unbalanced', u'unbearable', u'unbearably', u'unbelievable', u'unbelievably', u'unblinking', u'unblinkingly', u'unbreakable', u'unbridled', u'unburdened', u'uncanny', u'uncertain', u'uncertainties', u'uncertainty', u'unchanged', u'uncharismatically', u'uncharted', u'unchecked', u'uncinematic', u'uncle', u'unclean', u'unclear', u'uncles', u'uncluttered', u'uncomfortable', u'uncomfortably', u'uncommitted', u'uncommonly', u'uncompelling', u'uncompromising', u'unconcerned', u'unconditional', u'unconned', u'unconventional', u'unconvincing', u'uncool', u'uncoordinated', u'uncouth', u'uncover', u'uncovers', u'uncreative', u'uncut', u'und', u'undead', u'undemanding', u'undeniable', u'undeniably', u'under', u'underachiever', u'underachieves', u'underappreciated', u'underbelly', u'underconfident', u'undercover', u'undercurrent', u'undercut', u'undercuts', u'underdeveloped', u'underdog', u'underdogs', u'underdone', u'underdramatized', u'underestimated', u'undergo', u'undergoing', u'undergrad', u'undergraduate', u'underground', u'underlay', u'underlies', u'underlined', u'underlines', u'underlying', u'undermine', u'undermined', u'undermines', u'undermining', u'underneath', u'undernourished', u'underplayed', u'underplays', u'underrated', u'underrehearsed', u'unders', u'underscore', u'underscoring', u'understand', u'understandable', u'understanding', u'understands', u'understated', u'understatement', u'undertaken', u'undertaking', u'undertone', u'undertones', u'underutilized', u'underventilated', u'underwater', u'underway', u'underwear', u'underwhelming', u'underworld', u'undeserved', u'undeserving', u'undeterminable', u'undiminished', u'undisciplined', u'undisputed', u'undistinguished', u'undo', u'undogmatic', u'undoing', u'undone', u'undoubtedly', u'undramatic', u'undressed', u'undying', u'unearth', u'unease', u'uneasily', u'uneasy', u'unembarrassing', u'unemotive', u'unemployment', u'unencouraging', u'unendurable', u'unengaging', u'unentertaining', u'unequivocally', u'unerring', u'uneven', u'unevenly', u'uneventful', u'unexamined', u'unexceptional', u'unexpected', u'unexpectedly', u'unexplainable', u'unexplained', u'unexplored', u'unfairly', u'unfaithful', u'unfakable', u'unfamiliar', u'unfathomable', u'unfilmable', u'unfinished', u'unflappable', u'unflattering', u'unflinching', u'unfocused', u'unfold', u'unfolding', u'unfolds', u'unforced', u'unforgettable', u'unforgettably', u'unforgiven', u'unforgivingly', u'unfortunate', u'unfortunately', u'unfulfilled', u'unfulfilling', u'unfunny', u'unfurls', u'unfussily', u'ungainly', u'unguarded', u'unhappily', u'unhappiness', u'unhappy', u'unhibited', u'unhidden', u'unhinged', u'unholy', u'unhurried', u'uni', u'unified', u'uniformly', u'unifying', u'unimaginable', u'unimaginative', u'unimaginatively', u'unimpeachable', u'unimpressive', u'unimpressively', u'uninflected', u'uninhibited', u'uninitiated', u'uninspired', u'uninspiring', u'unintelligible', u'unintended', u'unintentional', u'unintentionally', u'uninteresting', u'uninventive', u'uninvolving', u'unique', u'uniquely', u'uniqueness', u'unit', u'united', u'units', u'unity', u'univac', u'universal', u'universe', u'university', u'unknowable', u'unknown', u'unlaughable', u'unleashed', u'unleashes', u'unless', u'unlikable', u'unlike', u'unlikeable', u'unlikely', u'unlimited', u'unlock', u'unmemorable', u'unmentionable', u'unmentionables', u'unmistakable', u'unmistakably', u'unmotivated', u'unnamed', u'unnatural', u'unnecessary', u'unnerving', u'unnoticed', u'unofficially', u'unoriginal', u'unorthodox', u'unpaid', u'unparalleled', u'unpersuasive', u'unpleasant', u'unpleasantly', u'unpleasantness', u'unprecedented', u'unpredictable', u'unprepared', u'unpretentious', u'unprovoked', u'unqualified', u'unravels', u'unreachable', u'unread', u'unrealistic', u'unrealized', u'unrecoverable', u'unrelated', u'unrelenting', u'unrelentingly', u'unrelieved', u'unreligious', u'unremarkable', u'unremittingly', u'unrepentant', u'unrepentantly', u'unrequited', u'unresolved', u'unrewarding', u'unromantic', u'unruly', u'unsaid', u'unsalvageability', u'unsatisfactorily', u'unsatisfied', u'unsatisfying', u'unsavory', u'unscathed', u'unschooled', u'unseemly', u'unseen', u'unsentimental', u'unsettled', u'unsettling', u'unshapely', u'unslick', u'unsolved', u'unsophisticated', u'unspeakable', u'unspeakably', u'unspool', u'unspools', u'unstable', u'unsteady', u'unstinting', u'unstoppable', u'unsubtle', u'unsuccessful', u'unsuccessfully', u'unsung', u'unsure', u'unsurprising', u'unsurprisingly', u'unsuspecting', u'unsympathetic', u'untalented', u'unthinkable', u'untidily', u'until', u'untold', u'untrained', u'unturned', u'unusual', u'unusually', u'unveil', u'unwary', u'unwatchable', u'unwavering', u'unwieldy', u'unwillingness', u'up', u'upbeat', u'update', u'updated', u'updates', u'updating', u'updatings', u'upends', u'upfront', u'upheaval', u'uphill', u'uplift', u'uplifter', u'uplifting', u'upload', u'upon', u'upper', u'upping', u'uppity', u'uproar', u'uproarious', u'uproariously', u'ups', u'upscale', u'upset', u'upsets', u'upsetting', u'upside', u'upstaged', u'uptight', u'urban', u'urbane', u'urbanity', u'urge', u'urgency', u'urgent', u'urgently', u'urges', u'urinates', u'urine', u'uruk', u'us', u'use', u'used', u'useful', u'useless', u'uselessly', u'user', u'uses', u'usher', u'ushered', u'using', u'usual', u'usually', u'usurp', u'ut', u'utah', u'utilized', u'utilizes', u'utilizing', u'utter', u'utterly', u'uwe', u'uzumaki', u'vacant', u'vacation', u'vacuous', u'vacuum', u'vagina', u'vague', u'vaguely', u'vagueness', u'vain', u'vainglorious', u'vainly', u'valentine', u'valiant', u'valiantly', u'valid', u'validated', u'valley', u'valuable', u'value', u'values', u'vampire', u'vampires', u'van', u'vanessa', u'vanished', u'vanity', u'vapid', u'vaporize', u'vardalos', u'variable', u'variant', u'variation', u'variations', u'varies', u'variety', u'various', u'varmints', u'vary', u'varying', u'vast', u'vastly', u'vat', u'vaudeville', u'vaunted', u've', u'vectors', u'veered', u'veering', u'veers', u'vega', u'vegetables', u'veggie', u'veggies', u'veggietales', u'vehicle', u'veil', u'veiling', u'vein', u'veins', u'velocity', u'venality', u'veneer', u'venezuelans', u'vengeance', u'vengefulness', u'venice', u'vent', u'ventura', u'venture', u'ventures', u'venturesome', u'venus', u'ver', u'vera', u'veracity', u'verbal', u'verbally', u'verdict', u'verdu', u'verete', u'verge', u'verges', u'verging', u'verisimilitude', u'verismo', u'verite', u'verne', u'versace', u'versatile', u'verse', u'version', u'versions', u'versus', u'vertical', u'verve', u'very', u'veteran', u'veterans', u'vexing', u'vh1', u'via', u'viability', u'vibe', u'vibrance', u'vibrant', u'vibrantly', u'vicarious', u'vice', u'vicente', u'vices', u'vicious', u'victim', u'victimized', u'victims', u'victor', u'victories', u'victorious', u'vid', u'video', u'videodrome', u'videologue', u'videos', u'videotape', u'vidgame', u'vies', u'vietnam', u'vietnamese', u'view', u'viewed', u'viewer', u'viewers', u'viewing', u'viewpoint', u'views', u'vigils', u'vignettes', u'vigorously', u'vile', u'villain', u'villainess', u'villainous', u'villains', u'villeneuve', u'vin', u'vincent', u'ving', u'vintage', u'violated', u'violence', u'violent', u'violently', u'violinist', u'virgin', u'virtual', u'virtually', u'virtue', u'virtues', u'virtuosic', u'virtuosity', u'virtuoso', u'virtuous', u'virulent', u'virulently', u'virus', u'visceral', u'viscerally', u'visible', u'vision', u'visionary', u'visions', u'visit', u'visitor', u'vistas', u'visual', u'visualize', u'visualizing', u'visually', u'visuals', u'vital', u'vitality', u'viterelli', u'vittorio', u'viva', u'vivacious', u'viveka', u'vivi', u'vivid', u'vividly', u'vivre', u'vocalized', u'voice', u'voiced', u'voices', u'void', u'volatile', u'volcano', u'volletta', u'volume', u'volumes', u'von', u'vonnegut', u'vote', u'voting', u'vowing', u'voyage', u'voyeur', u'voyeuristic', u'vs', u'vu', u'vulakoro', u'vulgar', u'vulgarities', u'vulgarity', u'vulnerability', u'vulnerable', u'wackiness', u'wacky', u'wade', u'wades', u'wafer', u'waffle', u'waged', u'wahlberg', u'wai', u'waif', u'wail', u'wait', u'waited', u'waiting', u'waits', u'wake', u'waking', u'wal', u'waldo', u'walk', u'walked', u'walken', u'walker', u'walking', u'walks', u'wall', u'wallace', u'walled', u'wallet', u'wallflower', u'wallop', u'wallowing', u'walls', u'walsh', u'walt', u'walter', u'waltz', u'waltzed', u'wan', u'wander', u'wanderers', u'wanders', u'wane', u'wanes', u'wang', u'wanker', u'wankery', u'wanna', u'wannabe', u'want', u'wanted', u'wanting', u'wanton', u'wants', u'war', u'ward', u'warden', u'warfare', u'warlord', u'warm', u'warmed', u'warmest', u'warming', u'warmth', u'warn', u'warned', u'warner', u'warning', u'warnings', u'warped', u'warren', u'warrior', u'warriors', u'wars', u'wartime', u'wary', u'was', u'wasabi', u'wash', u'washed', u'washington', u'washout', u'washy', u'wasp', u'waste', u'wasted', u'waster', u'wastes', u'wasting', u'watch', u'watchable', u'watched', u'watches', u'watchful', u'watching', u'water', u'waterboy', u'watercolor', u'watered', u'waterlogged', u'waters', u'watery', u'watstein', u'wattage', u'watts', u'wave', u'wavers', u'waves', u'waving', u'waxes', u'way', u'waydowntown', u'wayne', u'ways', u'wayward', u'wazoo', u'we', u'weak', u'weakly', u'weakness', u'weaknesses', u'wealth', u'wealthy', u'weaned', u'weaponry', u'wear', u'wearer', u'wearing', u'wearisome', u'wears', u'weary', u'weasels', u'weathered', u'weave', u'weaver', u'weaves', u'weaving', u'web', u'webcast', u'weber', u'website', u'wedding', u'weddings', u'wedge', u'wedgie', u'wednesday', u'week', u'weekend', u'weeks', u'weep', u'weepy', u'weighed', u'weighs', u'weight', u'weighted', u'weightless', u'weighty', u'weil', u'weimar', u'weinstein', u'weird', u'weirded', u'weirder', u'weirdly', u'weirdness', u'weirdo', u'weiss', u'weissman', u'welcome', u'welcomed', u'welcomes', u'welfare', u'well', u'welled', u'welles', u'wells', u'welsh', u'welt', u'welty', u'wen', u'wendigo', u'wending', u'went', u'were', u'werewolf', u'werner', u'wertmuller', u'wes', u'wesley', u'west', u'westbrook', u'western', u'westerners', u'wet', u'wewannour', u'whacking', u'whale', u'what', u'whatever', u'whatsoever', u'wheedling', u'wheeling', u'wheels', u'wheezing', u'wheezy', u'when', u'whence', u'whenever', u'where', u'whereas', u'wherein', u'wherever', u'whet', u'whether', u'which', u'whiff', u'whiffle', u'while', u'whimper', u'whimsical', u'whimsicality', u'whimsy', u'whine', u'whiney', u'whining', u'whiny', u'whip', u'whippersnappers', u'whipping', u'whir', u'whirl', u'whirling', u'whirls', u'whirlwind', u'whistle', u'whit', u'whitaker', u'white', u'whites', u'whitewash', u'who', u'whodunit', u'whole', u'wholesale', u'wholesome', u'wholly', u'whom', u'whoop', u'whoopee', u'whooshing', u'whopping', u'whose', u'why', u'wicked', u'wickedly', u'wide', u'widely', u'widen', u'wider', u'widescreen', u'widget', u'widow', u'widowmaker', u'wiel', u'wierzbicki', u'wife', u'wig', u'wiggling', u'wilco', u'wild', u'wildcard', u'wilde', u'wildean', u'wilder', u'wildest', u'wildlife', u'wildly', u'will', u'william', u'williams', u'willie', u'willies', u'willing', u'willingly', u'willingness', u'willis', u'wills', u'wilson', u'wimmer', u'wimps', u'win', u'wince', u'winces', u'wind', u'winded', u'window', u'windows', u'winds', u'windshield', u'windtalkers', u'wines', u'wing', u'winged', u'winger', u'winking', u'winks', u'winner', u'winners', u'winning', u'winningly', u'wins', u'winter', u'wintry', u'wire', u'wireless', u'wisdom', u'wise', u'wiseacre', u'wisecracking', u'wised', u'wisegirls', u'wisely', u'wiseman', u'wiser', u'wish', u'wishful', u'wishing', u'wishy', u'wisp', u'wispy', u'wistful', u'wistfully', u'wit', u'witch', u'with', u'withered', u'witherspoon', u'withholds', u'within', u'without', u'withstand', u'witless', u'witlessness', u'witness', u'witnessed', u'witnesses', u'witted', u'wittgenstein', u'wittier', u'witty', u'wives', u'wizard', u'wizardry', u'wizened', u'wladyslaw', u'wo', u'wobbly', u'woe', u'woefully', u'wolfe', u'wollter', u'woman', u'womanhood', u'women', u'won', u'wonder', u'wondered', u'wonderful', u'wonderfully', u'wondering', u'wonderland', u'wonderment', u'wonderous', u'wonders', u'wondrous', u'wondrously', u'wong', u'wonton', u'woo', u'wood', u'woodard', u'wooden', u'woodland', u'woodman', u'woods', u'woody', u'woolf', u'woolly', u'woozy', u'word', u'wordless', u'words', u'wordy', u'wore', u'work', u'workable', u'workaday', u'worked', u'worker', u'workers', u'working', u'workings', u'workman', u'workmanlike', u'workout', u'workplace', u'works', u'workshop', u'workshops', u'world', u'worldly', u'worlds', u'worm', u'worn', u'worried', u'worries', u'worry', u'worrying', u'worse', u'worship', u'worshipful', u'worst', u'worth', u'worthless', u'worthwhile', u'worthy', u'would', u'wound', u'wounded', u'wounding', u'wounds', u'woven', u'wow', u'wrap', u'wrapped', u'wrapping', u'wraps', u'wrath', u'wreak', u'wreaked', u'wreaks', u'wreck', u'wreckage', u'wrecks', u'wrenching', u'wrestler', u'wrestling', u'wretched', u'wretchedly', u'wrinkles', u'wrists', u'write', u'writer', u'writers', u'writes', u'writing', u'writings', u'written', u'wrong', u'wrongs', u'wrote', u'wrought', u'wry', u'wryly', u'ww', u'wwii', u'wyman', u'xerox', u'xiaoshuai', u'xmas', u'xtc', u'xxx', u'ya', u'yahoo', u'yakusho', u'yale', u'yang', u'yank', u'yard', u'yarn', u'yarns', u'yas', u'yasujiro', u'yawn', u'yawner', u'yawning', u'ye', u'yeah', u'year', u'yearning', u'yearnings', u'years', u'yelling', u'yellow', u'yep', u'yes', u'yesterday', u'yesteryear', u'yet', u'yi', u'yiddish', u'yield', u'yielded', u'yields', u'yo', u'yoda', u'yong', u'york', u'yorker', u'yorkers', u'yosuke', u'you', u'young', u'younger', u'youngsters', u'your', u'yours', u'yourself', u'yourselves', u'youth', u'youthful', u'yu', u'yuen', u'yung', u'yuppie', u'yvan', u'zaidan', u'zany', u'zap', u'zaza', u'ze', u'zeal', u'zealand', u'zealanders', u'zealously', u'zeitgeist', u'zelda', u'zellweger', u'zemeckis', u'zen', u'zero', u'zeroes', u'zest', u'zeus', u'zhang', u'zhao', u'zhuangzhuang', u'zigzag', u'zinger', u'zingers', u'zings', u'zip', u'zipper', u'zippy', u'zips', u'zishe', u'ziyi', u'zoe', u'zombie', u'zone', u'zoning', u'zoolander', u'zoom', u'zucker', u'zwick', u'zzzzzzzzz']
In [24]:
# get index of any word
count_vect.vocabulary_.get(u'100')
Out[24]:
2
In [57]:
# Sum up the counts of each vocabulary word
dist = np.sum(X_train_counts, axis=0)
# print (dist) # matrix
dist = np.squeeze(np.asarray(dist))
print (dist) # array
zipped = zip(vocab, dist)
zipped.sort(key = lambda t: t[1], reverse=True) # sort words by highest number of occurrence
# For each, print the vocabulary word and the number of times it
# appears in the training set
for tag, count in zipped:
print (count, tag)
[ 23 179 70 ..., 15 9 5]
(51633, u'the')
(32702, u'of')
(32177, u'and')
(22761, u'to')
(13997, u'in')
(13476, u'is')
(12338, u'that')
(11734, u'it')
(8651, u'as')
(7750, u'with')
(7553, u'for')
(7051, u'its')
(6733, u'film')
(6502, u'an')
(6241, u'movie')
(5677, u'this')
(5126, u'but')
(5053, u'be')
(4893, u'on')
(4855, u'you')
(3990, u'by')
(3895, u'more')
(3827, u'his')
(3784, u'one')
(3682, u'about')
(3668, u'not')
(3593, u'at')
(3511, u'or')
(3495, u'than')
(3477, u'from')
(3401, u'all')
(3190, u'like')
(3134, u'have')
(3067, u'are')
(2969, u'has')
(2866, u'so')
(2785, u'out')
(2539, u'story')
(2438, u'rrb')
(2423, u'up')
(2373, u'who')
(2261, u'good')
(2243, u'too')
(2227, u'most')
(2172, u'into')
(2098, u'lrb')
(1999, u'if')
(1926, u'what')
(1919, u'time')
(1899, u'their')
(1888, u'no')
(1882, u'characters')
(1872, u'much')
(1813, u'comedy')
(1781, u'your')
(1769, u'can')
(1728, u'just')
(1718, u'life')
(1713, u'some')
(1674, u'does')
(1624, u'even')
(1605, u'little')
(1583, u'funny')
(1567, u'will')
(1535, u'well')
(1529, u'way')
(1471, u'very')
(1461, u'been')
(1456, u'any')
(1414, u'make')
(1393, u'only')
(1360, u'which')
(1358, u'he')
(1345, u'movies')
(1338, u'director')
(1324, u'love')
(1313, u'do')
(1305, u'bad')
(1305, u'new')
(1284, u'there')
(1272, u'work')
(1253, u'enough')
(1246, u'her')
(1235, u'was')
(1218, u'us')
(1217, u'own')
(1211, u'they')
(1198, u'made')
(1180, u'old')
(1170, u'action')
(1168, u'two')
(1160, u'other')
(1160, u'something')
(1151, u'would')
(1123, u'best')
(1115, u'through')
(1114, u'never')
(1113, u'we')
(1094, u'many')
(1075, u'off')
(1073, u'people')
(1061, u'when')
(1027, u'self')
(1019, u'makes')
(1018, u'character')
(1011, u'them')
(1005, u'how')
(997, u'world')
(992, u'first')
(987, u'over')
(986, u'may')
(985, u'plot')
(985, u'see')
(979, u'films')
(977, u'drama')
(969, u'could')
(942, u'being')
(920, u'better')
(917, u'audience')
(907, u'long')
(897, u'look')
(895, u'big')
(895, u're')
(888, u'really')
(888, u'sense')
(886, u'those')
(884, u'man')
(881, u'feel')
(872, u'without')
(871, u'real')
(864, u'great')
(859, u'every')
(856, u'humor')
(826, u'few')
(826, u'screen')
(819, u'year')
(818, u'another')
(817, u'should')
(812, u'ever')
(811, u'minutes')
(810, u'get')
(801, u'such')
(789, u'hollywood')
(778, u'both')
(772, u'still')
(765, u'performances')
(760, u'cast')
(759, u'fun')
(753, u'down')
(750, u'human')
(725, u'family')
(724, u'between')
(724, u'nothing')
(724, u'while')
(718, u'hard')
(714, u'heart')
(712, u'less')
(710, u'performance')
(704, u'often')
(698, u'might')
(695, u'american')
(687, u'things')
(687, u'were')
(684, u'far')
(683, u'kind')
(674, u'had')
(670, u'these')
(667, u'moments')
(664, u'script')
(660, u'acting')
(659, u'after')
(659, u'also')
(659, u'seen')
(657, u'back')
(655, u'end')
(652, u'before')
(652, u'our')
(649, u'interesting')
(648, u'original')
(641, u'rather')
(638, u'because')
(634, u'right')
(634, u'young')
(628, u'watch')
(619, u'almost')
(618, u'full')
(615, u'emotional')
(613, u'entertaining')
(613, u'thriller')
(610, u'material')
(605, u'my')
(603, u'picture')
(593, u'cinema')
(593, u'go')
(586, u'actors')
(585, u'here')
(578, u'war')
(576, u'scenes')
(575, u'dialogue')
(574, u'music')
(574, u'take')
(572, u'find')
(570, u'tale')
(563, u've')
(560, u'lot')
(554, u'quite')
(553, u'times')
(551, u'half')
(548, u'me')
(547, u'yet')
(545, u'come')
(545, u'romantic')
(539, u'itself')
(539, u'watching')
(539, u'years')
(536, u'star')
(535, u'same')
(535, u'style')
(534, u'going')
(533, u'documentary')
(533, u'him')
(523, u'making')
(522, u'thing')
(516, u'kids')
(513, u'comes')
(512, u'high')
(512, u'special')
(506, u'give')
(505, u'subject')
(503, u'worth')
(502, u'seems')
(498, u'll')
(497, u'dark')
(490, u'ca')
(489, u'point')
(489, u'women')
(488, u'last')
(487, u'though')
(484, u'history')
(483, u'art')
(480, u'where')
(478, u'comic')
(477, u'feels')
(474, u'seem')
(472, u'three')
(470, u'anything')
(470, u'did')
(470, u'video')
(469, u'compelling')
(468, u'show')
(466, u'keep')
(460, u'least')
(458, u'works')
(457, u'hour')
(452, u'bit')
(451, u'want')
(450, u'visual')
(449, u'around')
(447, u'care')
(446, u'ultimately')
(444, u'together')
(441, u'takes')
(437, u'think')
(434, u'sometimes')
(430, u'sweet')
(430, u'true')
(429, u'entertainment')
(426, u'familiar')
(423, u'actually')
(423, u'writer')
(422, u'say')
(419, u'away')
(418, u'day')
(418, u'gets')
(417, u'under')
(416, u'looking')
(416, u'place')
(415, u'pretty')
(414, u'again')
(414, u'feature')
(412, u'fans')
(412, u'piece')
(410, u'direction')
(408, u'she')
(406, u'need')
(403, u'moving')
(401, u'genre')
(401, u'low')
(401, u'part')
(397, u'flick')
(397, u'know')
(397, u'why')
(396, u'face')
(391, u'once')
(390, u'set')
(388, u'then')
(386, u'dull')
(385, u'experience')
(384, u'nearly')
(384, u'tv')
(382, u'anyone')
(381, u'fascinating')
(380, u'cinematic')
(380, u'culture')
(380, u'laughs')
(378, u'lives')
(376, u'children')
(376, u'clever')
(376, u'short')
(375, u'matter')
(372, u'done')
(371, u'theater')
(370, u'narrative')
(368, u'gives')
(368, u'light')
(367, u'modern')
(363, u'idea')
(363, u'series')
(362, u'summer')
(361, u'silly')
(359, u'horror')
(359, u'whose')
(357, u'men')
(356, u'age')
(354, u'each')
(354, u'screenplay')
(353, u'book')
(353, u'effects')
(353, u'premise')
(353, u'trying')
(348, u'since')
(345, u'black')
(345, u'minute')
(345, u'power')
(344, u'interest')
(344, u'smart')
(342, u'girl')
(342, u'study')
(341, u'title')
(336, u'easy')
(336, u'enjoyable')
(336, u'mind')
(336, u'whole')
(333, u'dramatic')
(332, u'amusing')
(330, u'small')
(329, u'level')
(329, u'middle')
(329, u'simply')
(327, u'coming')
(327, u'energy')
(326, u'especially')
(326, u'strong')
(326, u'woman')
(323, u'always')
(321, u'powerful')
(319, u'everything')
(319, u'filmmakers')
(318, u'camera')
(318, u'hours')
(317, u'himself')
(316, u'beautiful')
(316, u'spirit')
(315, u'engaging')
(315, u'next')
(314, u'political')
(313, u'obvious')
(313, u'predictable')
(312, u'french')
(311, u'stories')
(311, u'worst')
(310, u'goes')
(310, u'perfect')
(310, u'social')
(309, u'live')
(308, u'head')
(308, u'tone')
(307, u'john')
(306, u'romance')
(306, u'wit')
(305, u'past')
(304, u'line')
(304, u'serious')
(303, u'classic')
(303, u'effort')
(303, u'filmmaking')
(303, u'surprisingly')
(302, u'mr')
(302, u'thought')
(301, u'become')
(300, u'feeling')
(299, u'portrait')
(298, u'instead')
(297, u'death')
(296, u'school')
(295, u'probably')
(293, u'intelligence')
(293, u'opera')
(292, u'side')
(291, u'version')
(290, u'fresh')
(289, u'either')
(288, u'exercise')
(287, u'manages')
(286, u'actor')
(286, u'intelligent')
(286, u'run')
(285, u'everyone')
(285, u'melodrama')
(285, u'stand')
(283, u'debut')
(283, u'recent')
(283, u'turn')
(281, u'reason')
(280, u'laugh')
(280, u'now')
(280, u'quirky')
(280, u'written')
(278, u'charming')
(278, u'ideas')
(278, u'offers')
(276, u'believe')
(276, u'solid')
(276, u'stuff')
(276, u'suspense')
(275, u'charm')
(275, u'home')
(275, u'teen')
(275, u'truly')
(273, u'despite')
(272, u'leave')
(271, u'sort')
(270, u'project')
(269, u'cold')
(268, u'audiences')
(267, u'enjoy')
(266, u'boy')
(266, u'message')
(265, u'else')
(265, u'likely')
(264, u'beyond')
(263, u'rich')
(261, u'fine')
(261, u'reality')
(260, u'crime')
(259, u'becomes')
(258, u'lack')
(257, u'dead')
(257, u'filmmaker')
(257, u'jokes')
(257, u'sex')
(256, u'flat')
(256, u'tragedy')
(256, u'ways')
(255, u'personal')
(255, u'play')
(254, u'de')
(254, u'wo')
(253, u'already')
(253, u'storytelling')
(252, u'directed')
(252, u'ending')
(252, u'left')
(251, u'deeply')
(251, u'impossible')
(251, u'role')
(250, u'slow')
(249, u'plays')
(248, u'class')
(248, u'turns')
(247, u'different')
(246, u'gags')
(246, u'shot')
(245, u'adventure')
(245, u'sure')
(244, u'eyes')
(244, u'themselves')
(243, u'put')
(243, u'scene')
(241, u'act')
(241, u'inside')
(241, u'michael')
(241, u'top')
(240, u'above')
(240, u'complex')
(240, u'rare')
(240, u'thin')
(239, u'moral')
(238, u'deep')
(238, u'otherwise')
(237, u'pleasure')
(236, u'running')
(235, u'images')
(235, u'particularly')
(235, u'sad')
(233, u'against')
(233, u'boring')
(233, u'house')
(232, u'concept')
(232, u'imagination')
(232, u'pop')
(232, u'ride')
(231, u'animation')
(231, u'nature')
(231, u'satisfying')
(230, u'viewer')
(228, u'mystery')
(228, u'working')
(227, u'dumb')
(227, u'honest')
(227, u'must')
(227, u'sequences')
(227, u'talent')
(226, u'days')
(226, u'during')
(226, u'hilarious')
(226, u'looks')
(226, u'viewers')
(225, u'along')
(225, u'completely')
(225, u'violence')
(224, u'second')
(224, u'seeing')
(223, u'beautifully')
(223, u'city')
(223, u'game')
(223, u'historical')
(223, u'intriguing')
(223, u'rock')
(223, u'simple')
(222, u'budget')
(222, u'soap')
(222, u'wrong')
(221, u'four')
(220, u'certainly')
(220, u'strange')
(219, u'beauty')
(219, u'easily')
(219, u'formula')
(219, u'passion')
(219, u'shows')
(218, u'comedies')
(218, u'contrived')
(217, u'production')
(216, u'elements')
(215, u'fairly')
(215, u'memorable')
(215, u'period')
(215, u'tell')
(214, u'cut')
(214, u'difficult')
(214, u'fantasy')
(214, u'having')
(213, u'attention')
(213, u'eye')
(213, u'sequel')
(212, u'bland')
(212, u'close')
(212, u'single')
(212, u'straight')
(211, u'heavy')
(211, u'help')
(211, u'whether')
(211, u'white')
(210, u'cool')
(210, u'emotionally')
(209, u'hand')
(209, u'none')
(208, u'attempt')
(208, u'cliches')
(208, u'final')
(208, u'york')
(207, u'hero')
(207, u'view')
(206, u'important')
(206, u'moment')
(206, u'writing')
(205, u'creepy')
(205, u'possible')
(205, u'road')
(204, u'90')
(204, u'novel')
(204, u'usual')
(203, u'given')
(202, u'fact')
(202, u'fire')
(202, u'getting')
(202, u'oscar')
(201, u'career')
(201, u'change')
(201, u'mean')
(200, u'dog')
(200, u'events')
(200, u'fails')
(200, u'got')
(200, u'tries')
(199, u'america')
(199, u'cheap')
(199, u'emotions')
(199, u'fashioned')
(199, u'found')
(199, u'guy')
(199, u'pictures')
(198, u'case')
(198, u'mostly')
(197, u'call')
(197, u'entirely')
(196, u'artist')
(196, u'ii')
(196, u'issues')
(196, u'lacks')
(196, u'mood')
(196, u'room')
(196, u'supposed')
(195, u'ends')
(195, u'guys')
(195, u'lost')
(195, u'nor')
(194, u'adults')
(194, u'cultural')
(194, u'earnest')
(194, u'night')
(194, u'scary')
(194, u'touching')
(194, u'vision')
(193, u'proves')
(193, u'told')
(193, u'visually')
(192, u'gone')
(192, u'kid')
(192, u'parents')
(192, u'spy')
(192, u'tired')
(190, u'disney')
(190, u'loud')
(190, u'perfectly')
(190, u'playing')
(190, u'plenty')
(190, u'psychological')
(190, u'remarkable')
(189, u'hit')
(189, u'neither')
(189, u'quality')
(189, u'try')
(188, u'barely')
(188, u'gentle')
(188, u'monster')
(188, u'remains')
(188, u'terrific')
(187, u'relationships')
(186, u'ambitious')
(186, u'brilliant')
(186, u'dry')
(186, u'mess')
(186, u'wonderful')
(185, u'taste')
(185, u'truth')
(184, u'occasionally')
(183, u'approach')
(183, u'creative')
(183, u'gorgeous')
(183, u'odd')
(182, u'future')
(182, u'previous')
(182, u'wild')
(181, u'sentimental')
(181, u'thinking')
(180, u'date')
(179, u'10')
(179, u'acted')
(179, u'air')
(179, u'convincing')
(179, u'talented')
(178, u'lead')
(177, u'bring')
(177, u'large')
(177, u'themes')
(177, u'thoughtful')
(177, u'unsettling')
(176, u'able')
(176, u'expect')
(176, u'fi')
(176, u'flicks')
(176, u'satire')
(176, u'sit')
(175, u'certain')
(175, u'doing')
(175, u'hip')
(175, u'job')
(175, u'problem')
(175, u'sci')
(174, u'major')
(174, u'ones')
(174, u'pace')
(173, u'finally')
(173, u'latest')
(173, u'success')
(173, u'surprising')
(172, u'appealing')
(172, u'car')
(172, u'college')
(172, u'decent')
(172, u'urban')
(172, u'warm')
(171, u'robert')
(171, u'touch')
(171, u'welcome')
(170, u'flawed')
(170, u'free')
(170, u'pretentious')
(170, u'trip')
(169, u'female')
(169, u'somewhat')
(168, u'clear')
(168, u'country')
(168, u'relationship')
(168, u'used')
(168, u'worthy')
(167, u'fast')
(167, u'knows')
(167, u'process')
(166, u'appeal')
(166, u'couple')
(166, u'ugly')
(165, u'battle')
(165, u'name')
(165, u'nice')
(165, u'seat')
(165, u'stupid')
(164, u'behind')
(164, u'david')
(164, u'fully')
(164, u'inspired')
(164, u'taking')
(163, u'century')
(163, u'epic')
(163, u'felt')
(163, u'situation')
(163, u'soul')
(163, u'use')
(162, u'based')
(162, u'called')
(162, u'contemporary')
(162, u'depth')
(162, u'gross')
(162, u'journey')
(162, u'mother')
(162, u'several')
(162, u'start')
(161, u'british')
(161, u'co')
(161, u'crowd')
(161, u'insight')
(161, u'skin')
(161, u'word')
(160, u'adaptation')
(160, u'edge')
(160, u'hold')
(160, u'meaning')
(160, u'painful')
(160, u'saw')
(160, u'water')
(159, u'actress')
(159, u'company')
(159, u'core')
(159, u'gay')
(159, u'money')
(159, u'needs')
(159, u'potential')
(158, u'business')
(158, u'cute')
(158, u'entire')
(158, u'words')
(157, u'animated')
(157, u'examination')
(157, u'genuine')
(157, u'girls')
(157, u'target')
(157, u'thoroughly')
(156, u'across')
(156, u'episode')
(156, u'living')
(156, u'others')
(156, u'today')
(155, u'average')
(155, u'flaws')
(155, u'imagine')
(155, u'keeps')
(155, u'situations')
(155, u'tension')
(154, u'excellent')
(154, u'throughout')
(154, u'tragic')
(153, u'manner')
(153, u'mediocre')
(153, u'quiet')
(153, u'sustain')
(153, u'unexpected')
(152, u'era')
(152, u'overall')
(152, u'stylish')
(152, u'understand')
(152, u'winning')
(151, u'evil')
(151, u'falls')
(151, u'fiction')
(151, u'spielberg')
(151, u'television')
(150, u'ago')
(150, u'execution')
(150, u'offer')
(150, u'places')
(150, u'remake')
(150, u'worse')
(149, u'create')
(149, u'exactly')
(149, u'impact')
(149, u'magic')
(149, u'problems')
(149, u'taken')
(148, u'awful')
(148, u'brain')
(148, u'engrossing')
(148, u'frame')
(148, u'rest')
(148, u'sexual')
(147, u'crazy')
(147, u'highly')
(147, u'viewing')
(146, u'humanity')
(146, u'length')
(146, u'ya')
(145, u'dream')
(145, u'hell')
(145, u'let')
(145, u'warmth')
(144, u'cartoon')
(144, u'conclusion')
(144, u'crafted')
(144, u'grace')
(144, u'pieces')
(143, u'form')
(143, u'goofy')
(143, u'hot')
(143, u'master')
(143, u'mildly')
(143, u'plain')
(143, u'someone')
(143, u'successful')
(142, u'blood')
(142, u'brothers')
(142, u'considerable')
(142, u'george')
(142, u'huge')
(142, u'justice')
(142, u'leaves')
(142, u'merely')
(142, u'purpose')
(142, u'shots')
(142, u'stars')
(142, u'unique')
(142, u'wife')
(141, u'five')
(141, u'impressive')
(141, u'open')
(141, u'pacing')
(141, u'pay')
(141, u'pure')
(141, u'sharp')
(141, u'shoot')
(141, u'surprise')
(141, u'ultimate')
(140, u'break')
(140, u'delightful')
(140, u'delivers')
(140, u'extreme')
(140, u'happy')
(139, u'points')
(139, u'poor')
(139, u'trouble')
(139, u'uses')
(139, u'voice')
(138, u'memory')
(138, u'share')
(138, u'starts')
(137, u'ensemble')
(137, u'indie')
(137, u'late')
(137, u'post')
(137, u'red')
(137, u'wanted')
(137, u'wants')
(136, u'colorful')
(136, u'inventive')
(136, u'killer')
(136, u'list')
(136, u'party')
(136, u'perspective')
(136, u'slightly')
(136, u'step')
(136, u'surprises')
(135, u'boys')
(135, u'interested')
(135, u'maybe')
(135, u'popcorn')
(135, u'questions')
(135, u'tom')
(135, u'twists')
(135, u'unfunny')
(134, u'equally')
(134, u'friendship')
(134, u'intended')
(134, u'murder')
(134, u'promise')
(134, u'sincere')
(134, u'subtle')
(134, u'wish')
(133, u'bizarre')
(133, u'computer')
(133, u'force')
(133, u'forget')
(133, u'loss')
(133, u'read')
(133, u'sports')
(133, u'upon')
(132, u'believable')
(132, u'damned')
(132, u'fit')
(132, u'greatest')
(132, u'non')
(132, u'sophisticated')
(132, u'substance')
(131, u'anti')
(131, u'deal')
(131, u'grant')
(131, u'happen')
(131, u'masterpiece')
(131, u'slight')
(131, u'spiritual')
(131, u'telling')
(131, u'witty')
(130, u'20')
(130, u'ability')
(130, u'alone')
(130, u'among')
(130, u'directors')
(130, u'festival')
(130, u'franchise')
(130, u'funnier')
(130, u'joke')
(130, u'key')
(130, u'means')
(130, u'queen')
(130, u'release')
(130, u'sensitive')
(130, u'slapstick')
(130, u'steven')
(130, u'typical')
(130, u'weird')
(129, u'chan')
(129, u'intrigue')
(129, u'treatment')
(129, u'twisted')
(129, u'utterly')
(129, u'watchable')
(128, u'conventional')
(128, u'industry')
(128, u'meditation')
(128, u'ms')
(128, u'provocative')
(128, u'shallow')
(128, u'tedious')
(128, u'waste')
(127, u'cause')
(127, u'foreign')
(127, u'manipulative')
(127, u'number')
(127, u'science')
(126, u'ages')
(126, u'effective')
(126, u'endearing')
(126, u'figure')
(126, u'lacking')
(126, u'rate')
(126, u'sandler')
(126, u'south')
(126, u'standard')
(126, u'until')
(125, u'central')
(125, u'chemistry')
(125, u'deserves')
(125, u'drag')
(125, u'society')
(125, u'terms')
(125, u'usually')
(124, u'2002')
(124, u'amount')
(124, u'artistic')
(124, u'dreams')
(124, u'holiday')
(124, u'ill')
(124, u'third')
(124, u'turned')
(124, u'wise')
(123, u'intimate')
(123, u'motion')
(123, u'poorly')
(123, u'universal')
(122, u'allows')
(122, u'attempts')
(122, u'forced')
(122, u'green')
(122, u'guilty')
(122, u'lovely')
(122, u'main')
(122, u'paced')
(122, u'rarely')
(122, u'routine')
(122, u'win')
(121, u'beat')
(121, u'challenging')
(121, u'child')
(121, u'delivery')
(121, u'hope')
(121, u'politics')
(121, u'sets')
(120, u'captures')
(120, u'community')
(120, u'conflict')
(120, u'faith')
(120, u'growing')
(120, u'ice')
(120, u'intense')
(120, u'melodramatic')
(120, u'minded')
(120, u'particular')
(120, u'product')
(120, u'setting')
(120, u'twice')
(119, u'exciting')
(119, u'identity')
(119, u'imax')
(119, u'king')
(119, u'martin')
(119, u'overcome')
(119, u'sexy')
(119, u'sound')
(119, u'storyline')
(119, u'waiting')
(118, u'apart')
(118, u'depressing')
(118, u'except')
(118, u'generic')
(118, u'hackneyed')
(118, u'involved')
(118, u'poetry')
(118, u'score')
(118, u'value')
(117, u'allen')
(117, u'americans')
(117, u'behavior')
(117, u'definitely')
(117, u'derivative')
(117, u'editing')
(117, u'favor')
(117, u'lots')
(117, u'male')
(117, u'mark')
(117, u'members')
(117, u'mindless')
(117, u'puts')
(117, u'skill')
(117, u'smile')
(117, u'soundtrack')
(117, u'space')
(117, u'terrible')
(116, u'although')
(116, u'badly')
(116, u'complete')
(116, u'decades')
(116, u'doubt')
(116, u'forgettable')
(116, u'giving')
(116, u'numbers')
(116, u'reveals')
(116, u'yourself')
(115, u'atmosphere')
(115, u'blade')
(115, u'brings')
(115, u'credit')
(115, u'games')
(115, u'hate')
(115, u'near')
(115, u'recommend')
(115, u'tear')
(115, u'williams')
(115, u'wonder')
(114, u'bond')
(114, u'cinematography')
(114, u'clearly')
(114, u'extremely')
(114, u'fan')
(114, u'generation')
(114, u'james')
(114, u'match')
(114, u'opportunity')
(114, u'produced')
(114, u'protagonist')
(114, u'quick')
(114, u'remember')
(114, u'served')
(114, u'sick')
(114, u'studio')
(114, u'zone')
(113, u'attraction')
(113, u'casting')
(113, u'formulaic')
(113, u'heaven')
(113, u'lived')
(113, u'office')
(113, u'peter')
(113, u'sequels')
(113, u'sequence')
(113, u'seriously')
(113, u'somewhere')
(113, u'vampire')
(112, u'balance')
(112, u'course')
(112, u'filled')
(112, u'mainstream')
(112, u'older')
(112, u'pointless')
(112, u'realism')
(112, u'wildly')
(111, u'brown')
(111, u'inspiring')
(111, u'said')
(111, u'sea')
(111, u'sitting')
(111, u'ups')
(110, u'begins')
(110, u'channel')
(110, u'cross')
(110, u'earth')
(110, u'fall')
(110, u'finds')
(110, u'minor')
(110, u'mix')
(110, u'season')
(110, u'sounds')
(110, u'stomach')
(110, u'strength')
(110, u'talking')
(110, u'various')
(109, u'conscious')
(109, u'gangster')
(109, u'giant')
(109, u'inner')
(109, u'natural')
(109, u'noir')
(109, u'playful')
(109, u'poetic')
(109, u'public')
(109, u'sentimentality')
(109, u'stale')
(108, u'body')
(108, u'bullock')
(108, u'delight')
(108, u'details')
(108, u'dvd')
(108, u'empty')
(108, u'fare')
(108, u'fears')
(108, u'hardly')
(108, u'hearted')
(108, u'person')
(108, u'question')
(108, u'simplistic')
(107, u'delicate')
(107, u'general')
(107, u'grand')
(107, u'guns')
(107, u'performers')
(107, u'quietly')
(107, u'sight')
(107, u'tribute')
(106, u'add')
(106, u'animal')
(106, u'comedic')
(106, u'commercial')
(106, u'essentially')
(106, u'mixed')
(106, u'niro')
(106, u'paper')
(106, u'runs')
(105, u'band')
(105, u'bright')
(105, u'chance')
(105, u'deeper')
(105, u'dirty')
(105, u'em')
(105, u'footage')
(105, u'knowledge')
(105, u'land')
(105, u'national')
(105, u'price')
(105, u'raw')
(105, u'sides')
(105, u'sloppy')
(105, u'spirited')
(105, u'surface')
(105, u'violent')
(105, u'visuals')
(104, u'affection')
(104, u'common')
(104, u'creates')
(104, u'funniest')
(104, u'italian')
(104, u'liked')
(104, u'lines')
(104, u'machine')
(104, u'murphy')
(104, u'philosophical')
(104, u'sappy')
(104, u'striking')
(104, u'struggle')
(104, u'suffers')
(104, u'thrills')
(104, u'uneven')
(104, u'vehicle')
(104, u'virtually')
(103, u'early')
(103, u'exploration')
(103, u'frank')
(103, u'grade')
(103, u'jackson')
(103, u'lame')
(103, u'move')
(103, u'personality')
(103, u'pleasant')
(103, u'respect')
(103, u'son')
(103, u'soon')
(103, u'wide')
(102, u'affirming')
(102, u'camp')
(102, u'courage')
(102, u'die')
(102, u'emotion')
(102, u'empathy')
(102, u'hair')
(102, u'intentions')
(102, u'onto')
(102, u'thanks')
(102, u'worthwhile')
(101, u'adult')
(101, u'constructed')
(101, u'excitement')
(101, u'front')
(101, u'glory')
(101, u'grief')
(101, u'holds')
(101, u'monty')
(101, u'persona')
(101, u'revealing')
(101, u'toward')
(101, u'week')
(100, u'chilling')
(100, u'complicated')
(100, u'discovery')
(100, u'escape')
(100, u'experiences')
(100, u'failure')
(100, u'needed')
(100, u'offensive')
(100, u'rip')
(100, u'save')
(100, u'starring')
(100, u'strangely')
(100, u'theme')
(99, u'answers')
(99, u'further')
(99, u'heartfelt')
(99, u'lesson')
(99, u'ordinary')
(99, u'possibly')
(99, u'spectacle')
(99, u'stock')
(99, u'subjects')
(99, u'twist')
(98, u'avoid')
(98, u'clarity')
(98, u'dimensional')
(98, u'hop')
(98, u'however')
(98, u'insightful')
(98, u'news')
(98, u'nicely')
(98, u'source')
(98, u'triumph')
(98, u'vs')
(98, u'wedding')
(97, u'basic')
(97, u'bears')
(97, u'connect')
(97, u'credits')
(97, u'families')
(97, u'finding')
(97, u'indulgent')
(97, u'involving')
(97, u'nasty')
(97, u'painfully')
(97, u'present')
(97, u'ryan')
(97, u'turning')
(97, u'whom')
(96, u'aspects')
(96, u'chase')
(96, u'conviction')
(96, u'document')
(96, u'fear')
(96, u'frustrating')
(96, u'joy')
(96, u'kevin')
(96, u'leads')
(96, u'revolution')
(96, u'riveting')
(96, u'snow')
(96, u'street')
(96, u'superior')
(96, u'team')
(96, u'tells')
(95, u'alive')
(95, u'annoying')
(95, u'broken')
(95, u'changing')
(95, u'concerned')
(95, u'desire')
(95, u'diverting')
(95, u'fatal')
(95, u'father')
(95, u'hoffman')
(95, u'marks')
(95, u'oddly')
(95, u'realistic')
(95, u'service')
(95, u'shock')
(95, u'sitcom')
(95, u'stay')
(95, u'superficial')
(95, u'theatre')
(95, u'wars')
(94, u'bottom')
(94, u'condition')
(94, u'efforts')
(94, u'fish')
(94, u'generally')
(94, u'gripping')
(94, u'hands')
(94, u'heard')
(94, u'humour')
(94, u'intellectual')
(94, u'ludicrous')
(94, u'missing')
(94, u'pain')
(94, u'police')
(94, u'seagal')
(94, u'sheer')
(93, u'created')
(93, u'devoid')
(93, u'drug')
(93, u'grow')
(93, u'holes')
(93, u'longer')
(93, u'potentially')
(93, u'pull')
(93, u'revenge')
(93, u'witch')
(93, u'worked')
(92, u'affair')
(92, u'analyze')
(92, u'christmas')
(92, u'drive')
(92, u'frequently')
(92, u'genuinely')
(92, u'glimpse')
(92, u'husband')
(92, u'intensity')
(92, u'onscreen')
(92, u'please')
(92, u'provide')
(92, u'remarkably')
(92, u'signs')
(92, u'stunning')
(92, u'suffering')
(91, u'blue')
(91, u'indian')
(91, u'kissinger')
(91, u'overly')
(91, u'screenwriter')
(91, u'spark')
(91, u'spent')
(91, u'visceral')
(91, u'wave')
(91, u'weak')
(90, u'apparent')
(90, u'commentary')
(90, u'digital')
(90, u'energetic')
(90, u'graphic')
(90, u'mayhem')
(90, u'meandering')
(90, u'park')
(90, u'soderbergh')
(90, u'vivid')
(89, u'check')
(89, u'effect')
(89, u'extraordinary')
(89, u'eyed')
(89, u'fantastic')
(89, u'god')
(89, u'hearts')
(89, u'homage')
(89, u'larger')
(89, u'miss')
(89, u'perhaps')
(89, u'refreshing')
(89, u'relatively')
(89, u'stage')
(89, u'treat')
(89, u'trick')
(89, u'wait')
(89, u'yarn')
(88, u'ahead')
(88, u'beneath')
(88, u'bore')
(88, u'dreary')
(88, u'ground')
(88, u'handed')
(88, u'hopeful')
(88, u'knowing')
(88, u'largely')
(88, u'lets')
(88, u'modest')
(88, u'poignant')
(88, u'reading')
(88, u'saturday')
(88, u'songs')
(88, u'unusual')
(88, u'wacky')
(88, u'whatever')
(87, u'70s')
(87, u'ask')
(87, u'bits')
(87, u'bitter')
(87, u'cliched')
(87, u'faster')
(87, u'finish')
(87, u'group')
(87, u'humorous')
(87, u'inevitable')
(87, u'language')
(87, u'mere')
(87, u'originality')
(87, u'promising')
(87, u'record')
(87, u'shake')
(87, u'shame')
(87, u'super')
(87, u'talents')
(87, u'teenage')
(87, u'tiresome')
(87, u'totally')
(87, u'tough')
(87, u'wry')
(86, u'angst')
(86, u'anne')
(86, u'belly')
(86, u'deadly')
(86, u'disaster')
(86, u'expected')
(86, u'faced')
(86, u'farce')
(86, u'fashion')
(86, u'fight')
(86, u'jones')
(86, u'powers')
(86, u'released')
(86, u'traditional')
(86, u'values')
(85, u'admirable')
(85, u'adolescent')
(85, u'artificial')
(85, u'chris')
(85, u'directing')
(85, u'directorial')
(85, u'double')
(85, u'false')
(85, u'filmed')
(85, u'haunting')
(85, u'including')
(85, u'levels')
(85, u'moviegoers')
(85, u'musical')
(85, u'packed')
(85, u'presence')
(85, u'quickly')
(85, u'realized')
(85, u'rendered')
(85, u'sadness')
(85, u'sake')
(85, u'solondz')
(85, u'stop')
(85, u'theaters')
(85, u'treasure')
(84, u'acts')
(84, u'aged')
(84, u'bunch')
(84, u'chinese')
(84, u'consistently')
(84, u'damage')
(84, u'determined')
(84, u'downright')
(84, u'english')
(84, u'folks')
(84, u'follow')
(84, u'imaginative')
(84, u'iranian')
(84, u'japanese')
(84, u'known')
(84, u'lazy')
(84, u'provides')
(84, u'retread')
(84, u'screenwriting')
(84, u'speaking')
(84, u'structure')
(84, u'thinks')
(84, u'tiny')
(83, u'adam')
(83, u'appear')
(83, u'appears')
(83, u'brought')
(83, u'crimes')
(83, u'degree')
(83, u'detail')
(83, u'endless')
(83, u'fat')
(83, u'hits')
(83, u'irritating')
(83, u'mild')
(83, u'outrageous')
(83, u'pack')
(83, u'punch')
(83, u'ridiculous')
(83, u'song')
(83, u'sum')
(83, u'superb')
(83, u'teenagers')
(83, u'tender')
(83, u'territory')
(83, u'trash')
(82, u'absolutely')
(82, u'absorbing')
(82, u'assured')
(82, u'blair')
(82, u'cult')
(82, u'dancing')
(82, u'devastating')
(82, u'direct')
(82, u'fisher')
(82, u'happens')
(82, u'incredibly')
(82, u'jack')
(82, u'mention')
(82, u'necessary')
(82, u'opening')
(82, u'proceedings')
(82, u'prove')
(82, u'satisfied')
(81, u'development')
(81, u'drawn')
(81, u'excuse')
(81, u'flair')
(81, u'frightening')
(81, u'horrible')
(81, u'image')
(81, u'lee')
(81, u'provoking')
(81, u'reach')
(81, u'rhythms')
(81, u'rush')
(81, u'shocking')
(81, u'spooky')
(81, u'type')
(81, u'unlikely')
(80, u'amateurish')
(80, u'cheesy')
(80, u'cliche')
(80, u'confusing')
(80, u'cop')
(80, u'dance')
(80, u'dazzling')
(80, u'deliver')
(80, u'imagery')
(80, u'loses')
(80, u'maudlin')
(80, u'missed')
(80, u'notice')
(80, u'pic')
(80, u'slice')
(80, u'unnecessary')
(80, u'wind')
(79, u'detailed')
(79, u'exquisite')
(79, u'gang')
(79, u'leaving')
(79, u'literary')
(79, u'path')
(79, u'repetitive')
(79, u'trademark')
(79, u'weight')
(79, u'wonderfully')
(78, u'15')
(78, u'biting')
(78, u'blank')
(78, u'cutting')
(78, u'friends')
(78, u'happened')
(78, u'horrifying')
(78, u'lady')
(78, u'makers')
(78, u'odds')
(78, u'paid')
(78, u'plotting')
(78, u'preachy')
(78, u'profound')
(78, u'reno')
(78, u'results')
(78, u'string')
(78, u'succeeds')
(78, u'wasted')
(78, u'weeks')
(78, u'within')
(77, u'11')
(77, u'amazing')
(77, u'combination')
(77, u'creating')
(77, u'cruel')
(77, u'designed')
(77, u'event')
(77, u'fate')
(77, u'finale')
(77, u'forgive')
(77, u'friday')
(77, u'mile')
(77, u'mouth')
(77, u'observations')
(77, u'played')
(77, u'spider')
(77, u'standards')
(77, u'supporting')
(77, u'ticket')
(77, u'tradition')
(77, u'wilde')
(76, u'african')
(76, u'bite')
(76, u'color')
(76, u'comfortable')
(76, u'credible')
(76, u'dangerous')
(76, u'despair')
(76, u'developed')
(76, u'exploitation')
(76, u'forgotten')
(76, u'gender')
(76, u'glass')
(76, u'guess')
(76, u'harry')
(76, u'increasingly')
(76, u'innocence')
(76, u'landscape')
(76, u'lawrence')
(76, u'limited')
(76, u'mesmerizing')
(76, u'niche')
(76, u'outside')
(76, u'pat')
(76, u'pleasing')
(76, u'predecessor')
(76, u'sell')
(76, u'store')
(76, u'straightforward')
(76, u'villain')
(75, u'abstract')
(75, u'choices')
(75, u'compassion')
(75, u'con')
(75, u'control')
(75, u'dealing')
(75, u'exotic')
(75, u'gag')
(75, u'laughter')
(75, u'matinee')
(75, u'pulls')
(75, u'shooting')
(75, u'spend')
(75, u'state')
(75, u'terrifying')
(75, u'theatrical')
(75, u'unpleasant')
(74, u'britney')
(74, u'brother')
(74, u'charisma')
(74, u'corner')
(74, u'curiosity')
(74, u'fill')
(74, u'food')
(74, u'gradually')
(74, u'grown')
(74, u'impression')
(74, u'inept')
(74, u'laughing')
(74, u'messages')
(74, u'pathetic')
(74, u'planet')
(74, u'reel')
(74, u'sign')
(74, u'somber')
(74, u'subtlety')
(74, u'undeniably')
(73, u'box')
(73, u'center')
(73, u'cheese')
(73, u'count')
(73, u'crisp')
(73, u'cynical')
(73, u'darker')
(73, u'davis')
(73, u'evocative')
(73, u'madness')
(73, u'metaphor')
(73, u'pass')
(73, u'russian')
(73, u'saying')
(73, u'tongue')
(73, u'understanding')
(73, u'willing')
(72, u'achievement')
(72, u'ambition')
(72, u'beginning')
(72, u'burns')
(72, u'crush')
(72, u'eventually')
(72, u'gifted')
(72, u'holocaust')
(72, u'justify')
(72, u'kong')
(72, u'logic')
(72, u'nostalgia')
(72, u'paul')
(72, u'payoff')
(72, u'pile')
(72, u'presents')
(72, u'serves')
(72, u'sour')
(72, u'started')
(72, u'sweeping')
(72, u'sympathy')
(72, u'tarantino')
(72, u'went')
(71, u'benigni')
(71, u'bigger')
(71, u'capable')
(71, u'charms')
(71, u'choose')
(71, u'collection')
(71, u'creation')
(71, u'creativity')
(71, u'daring')
(71, u'dawson')
(71, u'excess')
(71, u'fairy')
(71, u'loose')
(71, u'manhattan')
(71, u'memories')
(71, u'natured')
(71, u'offering')
(71, u'oriented')
(71, u'poem')
(71, u'precious')
(71, u'realize')
(71, u'rhythm')
(71, u'roger')
(71, u'schneider')
(71, u'sink')
(71, u'stereotypes')
(71, u'timely')
(71, u'vulgar')
(71, u'washington')
(70, u'100')
(70, u'13')
(70, u'actresses')
(70, u'admire')
(70, u'affecting')
(70, u'belt')
(70, u'bleak')
(70, u'candy')
(70, u'carries')
(70, u'cloying')
(70, u'dysfunctional')
(70, u'exhilarating')
(70, u'fair')
(70, u'fake')
(70, u'features')
(70, u'flashy')
(70, u'ghost')
(70, u'loving')
(70, u'mill')
(70, u'refreshingly')
(70, u'satirical')
(70, u'stuck')
(70, u'total')
(70, u'van')
(70, u'yes')
(69, u'achieves')
(69, u'appreciate')
(69, u'awkward')
(69, u'bag')
(69, u'bang')
(69, u'blend')
(69, u'brutally')
(69, u'buy')
(69, u'capture')
(69, u'crude')
(69, u'deft')
(69, u'delivered')
(69, u'distance')
(69, u'filling')
(69, u'frida')
(69, u'heartwarming')
(69, u'killed')
(69, u'mature')
(69, u'meets')
(69, u'moviemaking')
(69, u'notes')
(69, u'notion')
(69, u'obsession')
(69, u'parts')
(69, u'quest')
(69, u'remain')
(69, u'rental')
(69, u'shelf')
(69, u'simultaneously')
(69, u'thousands')
(69, u'tortured')
(69, u'urge')
(69, u'wannabe')
(68, u'award')
(68, u'bittersweet')
(68, u'bother')
(68, u'brand')
(68, u'build')
(68, u'cat')
(68, u'childhood')
(68, u'desperate')
(68, u'essence')
(68, u'example')
(68, u'explore')
(68, u'faithful')
(68, u'grandeur')
(68, u'harrowing')
(68, u'indeed')
(68, u'insights')
(68, u'inspiration')
(68, u'kaufman')
(68, u'meaningful')
(68, u'nightmare')
(68, u'nowhere')
(68, u'order')
(68, u'overwrought')
(68, u'private')
(68, u'race')
(68, u'represents')
(68, u'scorsese')
(68, u'secrets')
(68, u'seek')
(68, u'slap')
(68, u'somehow')
(68, u'suspenseful')
(68, u'teeth')
(68, u'victims')
(68, u'woo')
(68, u'younger')
(67, u'accessible')
(67, u'blown')
(67, u'broomfield')
(67, u'catch')
(67, u'charismatic')
(67, u'cheek')
(67, u'cleverly')
(67, u'deserve')
(67, u'engaged')
(67, u'happiness')
(67, u'kiddie')
(67, u'looked')
(67, u'lousy')
(67, u'lyrical')
(67, u'nonsense')
(67, u'pair')
(67, u'poignancy')
(67, u'positive')
(67, u'resonance')
(67, u'resonant')
(67, u'roll')
(67, u'sand')
(67, u'sane')
(67, u'soldiers')
(67, u'stunt')
(67, u'technology')
(67, u'thick')
(67, u'warning')
(66, u'80')
(66, u'addition')
(66, u'daughter')
(66, u'dignity')
(66, u'equivalent')
(66, u'ghetto')
(66, u'greek')
(66, u'happening')
(66, u'hong')
(66, u'irish')
(66, u'pick')
(66, u'players')
(66, u'quirks')
(66, u'reasonably')
(66, u'resist')
(66, u'respectable')
(66, u'roles')
(66, u'roots')
(66, u'sentiment')
(66, u'strain')
(66, u'thrill')
(66, u'variety')
(65, u'accomplished')
(65, u'afraid')
(65, u'banal')
(65, u'buoyant')
(65, u'carried')
(65, u'cautionary')
(65, u'cell')
(65, u'connection')
(65, u'considered')
(65, u'current')
(65, u'demands')
(65, u'eccentric')
(65, u'fourth')
(65, u'friendly')
(65, u'frustration')
(65, u'halfway')
(65, u'importance')
(65, u'kill')
(65, u'leaden')
(65, u'marriage')
(65, u'merit')
(65, u'note')
(65, u'offbeat')
(65, u'parody')
(65, u'reign')
(65, u'shadows')
(65, u'spears')
(65, u'tears')
(65, u'trek')
(65, u'utter')
(65, u'west')
(64, u'absurd')
(64, u'books')
(64, u'content')
(64, u'contrivances')
(64, u'cost')
(64, u'dedication')
(64, u'elegant')
(64, u'entertain')
(64, u'fighting')
(64, u'grows')
(64, u'handsome')
(64, u'harmless')
(64, u'listless')
(64, u'midnight')
(64, u'mistake')
(64, u'mixture')
(64, u'moore')
(64, u'moves')
(64, u'pitch')
(64, u'return')
(64, u'scenario')
(64, u'showtime')
(64, u'similar')
(64, u'smarter')
(64, u'spare')
(64, u'substantial')
(64, u'talk')
(64, u'walk')
(63, u'awe')
(63, u'chilly')
(63, u'clumsy')
(63, u'context')
(63, u'crass')
(63, u'desperation')
(63, u'drugs')
(63, u'emerges')
(63, u'extended')
(63, u'fights')
(63, u'format')
(63, u'foul')
(63, u'friend')
(63, u'grab')
(63, u'handful')
(63, u'loved')
(63, u'movements')
(63, u'phones')
(63, u'plodding')
(63, u'plotted')
(63, u'polanski')
(63, u'pseudo')
(63, u'relentlessly')
(63, u'rent')
(63, u'result')
(63, u'scale')
(63, u'showing')
(63, u'southern')
(63, u'vital')
(63, u'wow')
(62, u'attractive')
(62, u'background')
(62, u'category')
(62, u'crap')
(62, u'daily')
(62, u'depiction')
(62, u'dish')
(62, u'don')
(62, u'dramatically')
(62, u'fly')
(62, u'focus')
(62, u'generated')
(62, u'locations')
(62, u'minds')
(62, u'mysterious')
(62, u'nation')
(62, u'neat')
(62, u'nerve')
(62, u'obnoxious')
(62, u'pie')
(62, u'pleasures')
(62, u'psychology')
(62, u'racial')
(62, u'relies')
(62, u'rise')
(62, u'scratch')
(62, u'seven')
(62, u'sketch')
(62, u'spell')
(62, u'stirring')
(62, u'stunts')
(62, u'vincent')
(61, u'50')
(61, u'amused')
(61, u'authentic')
(61, u'chaotic')
(61, u'clean')
(61, u'damaged')
(61, u'dying')
(61, u'eight')
(61, u'endeavor')
(61, u'famous')
(61, u'fancy')
(61, u'figures')
(61, u'fluff')
(61, u'herzog')
(61, u'learn')
(61, u'market')
(61, u'mid')
(61, u'murky')
(61, u'nomination')
(61, u'ode')
(61, u'references')
(61, u'rob')
(61, u'santa')
(61, u'silent')
(61, u'sophomoric')
(61, u'term')
(61, u'unfaithful')
(61, u'unfolds')
(61, u'urgency')
(61, u'vintage')
(61, u'worn')
(61, u'wrenching')
(60, u'amounts')
(60, u'arts')
(60, u'astonishing')
(60, u'breaks')
(60, u'broad')
(60, u'cable')
(60, u'christian')
(60, u'communal')
(60, u'complications')
(60, u'delightfully')
(60, u'design')
(60, u'determination')
(60, u'disappointing')
(60, u'elaborate')
(60, u'escapism')
(60, u'flow')
(60, u'gritty')
(60, u'herself')
(60, u'hopkins')
(60, u'imitation')
(60, u'integrity')
(60, u'jason')
(60, u'lesser')
(60, u'outstanding')
(60, u'pity')
(60, u'portrays')
(60, u'professional')
(60, u'rewarding')
(60, u'ring')
(60, u'scores')
(60, u'silliness')
(60, u'silver')
(60, u'sleep')
(60, u'startling')
(60, u'sub')
(60, u'table')
(60, u'victim')
(59, u'abandon')
(59, u'antwone')
(59, u'beast')
(59, u'bound')
(59, u'choppy')
(59, u'comedian')
(59, u'constant')
(59, u'disturbing')
(59, u'enjoyed')
(59, u'howard')
(59, u'inspirational')
(59, u'layers')
(59, u'morning')
(59, u'pathos')
(59, u'ponder')
(59, u'propaganda')
(59, u'revelatory')
(59, u'ritchie')
(59, u'rooting')
(59, u'saving')
(59, u'screaming')
(59, u'secret')
(59, u'smug')
(59, u'souls')
(59, u'spite')
(59, u'spring')
(59, u'teens')
(59, u'text')
(59, u'tragedies')
(59, u'trappings')
(59, u'trifle')
(59, u'unintentionally')
(59, u'winner')
(58, u'allow')
(58, u'area')
(58, u'artifice')
(58, u'barbershop')
(58, u'below')
(58, u'bold')
(58, u'bone')
(58, u'bored')
(58, u'china')
(58, u'damn')
(58, u'delights')
(58, u'eloquent')
(58, u'ended')
(58, u'enthusiasm')
(58, u'expectations')
(58, u'extra')
(58, u'fanciful')
(58, u'gangs')
(58, u'generate')
(58, u'intoxicating')
(58, u'intricate')
(58, u'losing')
(58, u'lush')
(58, u'mary')
(58, u'masterful')
(58, u'matters')
(58, u'parker')
(58, u'portrayal')
(58, u'poverty')
(58, u'pre')
(58, u'problematic')
(58, u'recycled')
(58, u'rowdy')
(58, u'sarandon')
(58, u'savvy')
(58, u'shakespeare')
(58, u'spectacular')
(58, u'thematic')
(58, u'throws')
(58, u'unfortunately')
(58, u'unimaginative')
(58, u'unpredictable')
(58, u'vague')
(58, u'wallace')
(58, u'whimsical')
(58, u'window')
(57, u'12')
(57, u'academy')
(57, u'acceptable')
(57, u'aliens')
(57, u'artists')
(57, u'casual')
(57, u'consequences')
(57, u'deftly')
(57, u'destruction')
(57, u'disguise')
(57, u'dogs')
(57, u'edited')
(57, u'element')
(57, u'endlessly')
(57, u'fantasies')
(57, u'freaks')
(57, u'hastily')
(57, u'held')
(57, u'implausible')
(57, u'ironic')
(57, u'jar')
(57, u'laughable')
(57, u'lifetime')
(57, u'loves')
(57, u'martial')
(57, u'oh')
(57, u'pale')
(57, u'peculiar')
(57, u'phony')
(57, u'potent')
(57, u'refusal')
(57, u'report')
(57, u'revelations')
(57, u'richard')
(57, u'saccharine')
(57, u'seconds')
(57, u'sees')
(57, u'send')
(57, u'shocks')
(57, u'shyamalan')
(57, u'sketchy')
(57, u'tap')
(57, u'triangle')
(57, u'undeniable')
(57, u'unflinching')
(57, u'unfocused')
(57, u'writers')
(56, u'abuse')
(56, u'admit')
(56, u'asks')
(56, u'authority')
(56, u'buddy')
(56, u'came')
(56, u'comfort')
(56, u'crisis')
(56, u'critical')
(56, u'endure')
(56, u'folk')
(56, u'halloween')
(56, u'hear')
(56, u'honestly')
(56, u'immediate')
(56, u'improbable')
(56, u'instantly')
(56, u'jim')
(56, u'juvenile')
(56, u'knew')
(56, u'marvelous')
(56, u'pathology')
(56, u'patience')
(56, u'porn')
(56, u'pretends')
(56, u'prison')
(56, u'producer')
(56, u'remembered')
(56, u'rough')
(56, u'sade')
(56, u'safe')
(56, u'screenwriters')
(56, u'spirits')
(56, u'strike')
(56, u'sweetness')
(56, u'technical')
(56, u'trailer')
(56, u'uncompromising')
(56, u'unconvincing')
(56, u'uninspired')
(56, u'uplifting')
(55, u'20th')
(55, u'actual')
(55, u'alternately')
(55, u'amy')
(55, u'ball')
(55, u'barry')
(55, u'biggest')
(55, u'bow')
(55, u'breathtaking')
(55, u'catholic')
(55, u'chills')
(55, u'comparison')
(55, u'consciousness')
(55, u'convenient')
(55, u'cover')
(55, u'cultures')
(55, u'deceptively')
(55, u'delivering')
(55, u'department')
(55, u'domestic')
(55, u'drop')
(55, u'earnestness')
(55, u'executed')
(55, u'feat')
(55, u'fierce')
(55, u'genial')
(55, u'hannibal')
(55, u'harris')
(55, u'heads')
(55, u'heartbreaking')
(55, u'heroine')
(55, u'hitting')
(55, u'hype')
(55, u'inhabit')
(55, u'issue')
(55, u'maintain')
(55, u'measure')
(55, u'million')
(55, u'monsters')
(55, u'notch')
(55, u'perverse')
(55, u'pinocchio')
(55, u'precisely')
(55, u'pretension')
(55, u'proud')
(55, u'pun')
(55, u'putting')
(55, u'relief')
(55, u'rises')
(55, u'rolling')
(55, u'seeming')
(55, u'shaped')
(55, u'shapeless')
(55, u'significant')
(55, u'splendid')
(55, u'spoof')
(55, u'subtly')
(55, u'sugar')
(55, u'swallow')
(55, u'timing')
(55, u'travel')
(55, u'trite')
(55, u'vibrant')
(55, u'vietnam')
(55, u'vividly')
(55, u'woody')
(54, u'30')
(54, u'adams')
(54, u'alternative')
(54, u'becoming')
(54, u'bruckheimer')
(54, u'buffs')
(54, u'charged')
(54, u'chick')
(54, u'clothes')
(54, u'complexity')
(54, u'credibility')
(54, u'curious')
(54, u'evans')
(54, u'existence')
(54, u'former')
(54, u'guilt')
(54, u'inane')
(54, u'innocent')
(54, u'labored')
(54, u'lackluster')
(54, u'lovers')
(54, u'manage')
(54, u'mentally')
(54, u'noise')
(54, u'obviously')
(54, u'paint')
(54, u'predictably')
(54, u'range')
(54, u'roman')
(54, u'seeking')
(54, u'serial')
(54, u'teacher')
(54, u'testament')
(54, u'toilet')
(54, u'vapid')
(54, u'wall')
(54, u'yearning')
(53, u'accents')
(53, u'arnold')
(53, u'beach')
(53, u'belongs')
(53, u'bourne')
(53, u'bringing')
(53, u'carry')
(53, u'choice')
(53, u'coherent')
(53, u'corny')
(53, u'desperately')
(53, u'devices')
(53, u'ford')
(53, u'gyllenhaal')
(53, u'handled')
(53, u'highest')
(53, u'holly')
(53, u'hugely')
(53, u'incoherent')
(53, u'international')
(53, u'irony')
(53, u'joyous')
(53, u'letting')
(53, u'likable')
(53, u'lofty')
(53, u'media')
(53, u'notorious')
(53, u'parade')
(53, u'passionate')
(53, u'portray')
(53, u'preposterous')
(53, u'richer')
(53, u'scattered')
(53, u'schwarzenegger')
(53, u'slip')
(53, u'speak')
(53, u'staged')
(53, u'surely')
(53, u'surrounding')
(53, u'tasty')
(53, u'test')
(53, u'thomas')
(53, u'torn')
(53, u'touches')
(53, u'wears')
(53, u'western')
(53, u'wholly')
(52, u'21st')
(52, u'22')
(52, u'boom')
(52, u'bullets')
(52, u'capacity')
(52, u'caught')
(52, u'cgi')
(52, u'changes')
(52, u'characterizations')
(52, u'cohesive')
(52, u'committed')
(52, u'competent')
(52, u'conservative')
(52, u'conspiracy')
(52, u'difference')
(52, u'downbeat')
(52, u'dramas')
(52, u'easier')
(52, u'eat')
(52, u'encounter')
(52, u'existential')
(52, u'expense')
(52, u'exploitative')
(52, u'german')
(52, u'gun')
(52, u'ham')
(52, u'legacy')
(52, u'lingering')
(52, u'literally')
(52, u'lopez')
(52, u'nevertheless')
(52, u'nicholas')
(52, u'ourselves')
(52, u'overwhelming')
(52, u'presentation')
(52, u'pulp')
(52, u'rating')
(52, u'sadly')
(52, u'saga')
(52, u'sparkling')
(52, u'specific')
(52, u'suck')
(52, u'sudden')
(52, u'suit')
(52, u'took')
(52, u'tricks')
(52, u'verve')
(52, u'videos')
(52, u'wake')
(51, u'60s')
(51, u'adventures')
(51, u'aside')
(51, u'bard')
(51, u'bill')
(51, u'calm')
(51, u'carefully')
(51, u'cleverness')
(51, u'consider')
(51, u'crucial')
(51, u'dahmer')
(51, u'demographic')
(51, u'divine')
(51, u'drink')
(51, u'embarrassment')
(51, u'field')
(51, u'following')
(51, u'hey')
(51, u'hoping')
(51, u'inoffensive')
(51, u'intimacy')
(51, u'later')
(51, u'marginal')
(51, u'nuanced')
(51, u'plympton')
(51, u'pretensions')
(51, u'pulling')
(51, u'random')
(51, u'ready')
(51, u'required')
(51, u'resourceful')
(51, u'rose')
(51, u'rote')
(51, u'searching')
(51, u'sensual')
(51, u'similarly')
(51, u'slowly')
(51, u'spin')
(51, u'sympathetic')
(51, u'textbook')
(51, u'wearing')
(51, u'wondering')
(51, u'wrote')
(50, u'absurdity')
(50, u'album')
(50, u'apparently')
(50, u'appropriate')
(50, u'beings')
(50, u'bio')
(50, u'biopic')
(50, u'blast')
(50, u'boat')
(50, u'bodies')
(50, u'brutal')
(50, u'chief')
(50, u'display')
(50, u'dragon')
(50, u'due')
(50, u'follows')
(50, u'forth')
(50, u'guessing')
(50, u'hide')
(50, u'hole')
(50, u'intermittently')
(50, u'jealousy')
(50, u'jerry')
(50, u'kahlo')
(50, u'keeping')
(50, u'mann')
(50, u'meant')
(50, u'pandering')
(50, u'radical')
(50, u'refugees')
(50, u'scenery')
(50, u'snipes')
(50, u'station')
(50, u'stilted')
(50, u'subversive')
(50, u'using')
(50, u'whimsy')
(50, u'wickedly')
(49, u'accept')
(49, u'adds')
(49, u'ambiguous')
(49, u'anderson')
(49, u'assassin')
(49, u'attitude')
(49, u'blow')
(49, u'bucks')
(49, u'captivating')
(49, u'chances')
(49, u'closing')
(49, u'concern')
(49, u'describe')
(49, u'doses')
(49, u'ego')
(49, u'enterprise')
(49, u'esque')
(49, u'esther')
(49, u'existed')
(49, u'express')
(49, u'extent')
(49, u'freshness')
(49, u'gem')
(49, u'gut')
(49, u'hugh')
(49, u'inexplicable')
(49, u'invention')
(49, u'jackie')
(49, u'luck')
(49, u'mainly')
(49, u'martha')
(49, u'medical')
(49, u'personalities')
(49, u'pianist')
(49, u'rising')
(49, u'semi')
(49, u'serve')
(49, u'shanghai')
(49, u'squeeze')
(49, u'stands')
(49, u'stays')
(49, u'throwing')
(49, u'titles')
(49, u'topic')
(49, u'tried')
(49, u'unlikable')
(49, u'unoriginal')
(49, u'wet')
(48, u'adventurous')
(48, u'appalling')
(48, u'arc')
(48, u'attract')
(48, u'begin')
(48, u'birthday')
(48, u'built')
(48, u'cage')
(48, u'celluloid')
(48, u'charmer')
(48, u'cheat')
(48, u'climactic')
(48, u'construct')
(48, u'convince')
(48, u'copy')
(48, u'decency')
(48, u'decidedly')
(48, u'destination')
(48, u'dynamic')
(48, u'emptiness')
(48, u'enter')
(48, u'evelyn')
(48, u'everyday')
(48, u'favorite')
(48, u'flamboyant')
(48, u'flesh')
(48, u'flop')
(48, u'followed')
(48, u'forces')
(48, u'generous')
(48, u'godard')
(48, u'harvard')
(48, u'hill')
(48, u'inspire')
(48, u'instincts')
(48, u'insulting')
(48, u'jewish')
(48, u'joan')
(48, u'joe')
(48, u'kicking')
(48, u'latter')
(48, u'legal')
(48, u'lifestyle')
(48, u'loneliness')
(48, u'madonna')
(48, u'momentum')
(48, u'movement')
(48, u'myself')
(48, u'objective')
(48, u'obstacles')
(48, u'overlong')
(48, u'physical')
(48, u'regret')
(48, u'relevant')
(48, u'replaced')
(48, u'returns')
(48, u'rewards')
(48, u'rice')
(48, u'shining')
(48, u'shoulders')
(48, u'singing')
(48, u'soulful')
(48, u'strictly')
(48, u'structured')
(48, u'taylor')
(48, u'unforced')
(48, u'vein')
(48, u'visit')
(48, u'wanting')
(48, u'waters')
(48, u'wins')
(47, u'aims')
(47, u'anyway')
(47, u'aspect')
(47, u'bruce')
(47, u'burn')
(47, u'chabrol')
(47, u'chekhov')
(47, u'chops')
(47, u'convinced')
(47, u'documentaries')
(47, u'emerge')
(47, u'encouraging')
(47, u'enthusiastic')
(47, u'er')
(47, u'eric')
(47, u'erotic')
(47, u'evening')
(47, u'fabric')
(47, u'feet')
(47, u'flimsy')
(47, u'grew')
(47, u'helps')
(47, u'hunter')
(47, u'insurance')
(47, u'japan')
(47, u'junk')
(47, u'matthew')
(47, u'meat')
(47, u'motivated')
(47, u'necessarily')
(47, u'nijinsky')
(47, u'pants')
(47, u'partly')
(47, u'pedigree')
(47, u'pow')
(47, u'promises')
(47, u'redemption')
(47, u'rude')
(47, u'spot')
(47, u'strikes')
(47, u'struggling')
(47, u'suited')
(47, u'thumbs')
(47, u'twenty')
(47, u'unnerving')
(47, u'wilson')
(47, u'winds')
(47, u'wrapped')
(46, u'3000')
(46, u'accent')
(46, u'alice')
(46, u'alienation')
(46, u'angle')
(46, u'aware')
(46, u'blame')
(46, u'breezy')
(46, u'campaign')
(46, u'clue')
(46, u'coffee')
(46, u'consciously')
(46, u'cuts')
(46, u'dawns')
(46, u'decade')
(46, u'demonstrates')
(46, u'dickens')
(46, u'distinctive')
(46, u'drawing')
(46, u'dubbed')
(46, u'eddie')
(46, u'equal')
(46, u'exceptional')
(46, u'explosions')
(46, u'exposition')
(46, u'gave')
(46, u'heal')
(46, u'incompetent')
(46, u'infidelity')
(46, u'kiss')
(46, u'lightweight')
(46, u'longing')
(46, u'miller')
(46, u'nose')
(46, u'palma')
(46, u'paradiso')
(46, u'philosophy')
(46, u'pro')
(46, u'profile')
(46, u'reluctant')
(46, u'rohmer')
(46, u'search')
(46, u'seats')
(46, u'sentence')
(46, u'shifting')
(46, u'skip')
(46, u'sobering')
(46, u'stereotypical')
(46, u'surreal')
(46, u'survive')
(46, u'town')
(46, u'ultra')
(46, u'underbelly')
(46, u'unsentimental')
(46, u'weirdness')
(46, u'whale')
(46, u'witherspoon')
(46, u'youth')
(45, u'51')
(45, u'admittedly')
(45, u'anger')
(45, u'antics')
(45, u'argue')
(45, u'barrel')
(45, u'brooklyn')
(45, u'building')
(45, u'childlike')
(45, u'church')
(45, u'combined')
(45, u'cops')
(45, u'critics')
(45, u'dare')
(45, u'dozen')
(45, u'fable')
(45, u'fellow')
(45, u'firing')
(45, u'gifts')
(45, u'goodfellas')
(45, u'hanks')
(45, u'heroes')
(45, u'holm')
(45, u'honesty')
(45, u'idiosyncratic')
(45, u'incisive')
(45, u'indians')
(45, u'insanely')
(45, u'kline')
(45, u'lie')
(45, u'lit')
(45, u'mad')
(45, u'menace')
(45, u'minimalist')
(45, u'morality')
(45, u'nicholson')
(45, u'parable')
(45, u'plots')
(45, u'pokemon')
(45, u'produce')
(45, u'producers')
(45, u'protagonists')
(45, u'ranks')
(45, u'reminds')
(45, u'rocky')
(45, u'scooby')
(45, u'section')
(45, u'shape')
(45, u'shower')
(45, u'slackers')
(45, u'soft')
(45, u'speaks')
(45, u'spike')
(45, u'static')
(45, u'student')
(45, u'stylized')
(45, u'subculture')
(45, u'suburban')
(45, u'tech')
(45, u'thrillers')
(45, u'venture')
(45, u'won')
(45, u'yesterday')
(44, u'50s')
(44, u'alien')
(44, u'altogether')
(44, u'argentine')
(44, u'arguments')
(44, u'ballistic')
(44, u'bar')
(44, u'basis')
(44, u'behold')
(44, u'blind')
(44, u'brits')
(44, u'buried')
(44, u'buttons')
(44, u'caper')
(44, u'carol')
(44, u'charmless')
(44, u'chew')
(44, u'cho')
(44, u'classical')
(44, u'claustrophobic')
(44, u'closely')
(44, u'costume')
(44, u'creature')
(44, u'criminal')
(44, u'denial')
(44, u'draws')
(44, u'exploring')
(44, u'extravaganza')
(44, u'farts')
(44, u'fathers')
(44, u'france')
(44, u'freeman')
(44, u'genres')
(44, u'grasp')
(44, u'gravity')
(44, u'hallmark')
(44, u'inherent')
(44, u'jean')
(44, u'kung')
(44, u'lies')
(44, u'lock')
(44, u'lower')
(44, u'lunatic')
(44, u'lust')
(44, u'mannered')
(44, u'melancholy')
(44, u'mushy')
(44, u'observant')
(44, u'occasional')
(44, u'parent')
(44, u'politically')
(44, u'proper')
(44, u'ravishing')
(44, u'reflection')
(44, u'reggio')
(44, u'remembering')
(44, u'require')
(44, u'richly')
(44, u'scratching')
(44, u'sensibilities')
(44, u'silence')
(44, u'six')
(44, u'sly')
(44, u'spinning')
(44, u'sucker')
(44, u'sun')
(44, u'system')
(44, u'tales')
(44, u'terribly')
(44, u'tight')
(44, u'touched')
(44, u'understated')
(44, u'unlike')
(44, u'unusually')
(44, u'wallet')
(44, u'wear')
(44, u'web')
(44, u'witted')
(43, u'accurate')
(43, u'allegory')
(43, u'anguish')
(43, u'aplomb')
(43, u'austin')
(43, u'baffling')
(43, u'ballot')
(43, u'bear')
(43, u'borders')
(43, u'broadway')
(43, u'brooding')
(43, u'carpenter')
(43, u'carvey')
(43, u'chicago')
(43, u'clooney')
(43, u'cry')
(43, u'daytime')
(43, u'definitive')
(43, u'deserved')
(43, u'disposable')
(43, u'dong')
(43, u'draw')
(43, u'duty')
(43, u'eastwood')
(43, u'edgy')
(43, u'exit')
(43, u'expectation')
(43, u'familial')
(43, u'feminist')
(43, u'fuzzy')
(43, u'garbage')
(43, u'goods')
(43, u'goose')
(43, u'grey')
(43, u'hartley')
(43, u'improvised')
(43, u'inclination')
(43, u'jaglom')
(43, u'junior')
(43, u'layered')
(43, u'literal')
(43, u'magical')
(43, u'misery')
(43, u'naturalistic')
(43, u'newcomer')
(43, u'noble')
(43, u'nuance')
(43, u'outer')
(43, u'outing')
(43, u'pointed')
(43, u'push')
(43, u'rank')
(43, u'rescue')
(43, u'says')
(43, u'sensibility')
(43, u'serviceable')
(43, u'severe')
(43, u'shenanigans')
(43, u'sisters')
(43, u'slack')
(43, u'suggests')
(43, u'threat')
(43, u'traditions')
(43, u'unabashedly')
(43, u'uncanny')
(43, u'uneasy')
(43, u'walked')
(43, u'willis')
(42, u'101')
(42, u'account')
(42, u'anthony')
(42, u'balanced')
(42, u'banter')
(42, u'bloody')
(42, u'bride')
(42, u'brief')
(42, u'cartoons')
(42, u'celebration')
(42, u'classics')
(42, u'colors')
(42, u'concert')
(42, u'confident')
(42, u'constantly')
(42, u'continues')
(42, u'convey')
(42, u'costumes')
(42, u'curiously')
(42, u'danger')
(42, u'demanding')
(42, u'demented')
(42, u'deniro')
(42, u'deprecating')
(42, u'diesel')
(42, u'diversion')
(42, u'driven')
(42, u'dumbed')
(42, u'edition')
(42, u'empire')
(42, u'empowerment')
(42, u'feardotcom')
(42, u'fifteen')
(42, u'gently')
(42, u'glorified')
(42, u'hack')
(42, u'henry')
(42, u'hybrid')
(42, u'independent')
(42, u'lampoon')
(42, u'languorous')
(42, u'league')
(42, u'lends')
(42, u'loads')
(42, u'longest')
(42, u'mental')
(42, u'mike')
(42, u'obligatory')
(42, u'outcome')
(42, u'photographed')
(42, u'pool')
(42, u'resolutely')
(42, u'ridden')
(42, u'sara')
(42, u'scream')
(42, u'sensational')
(42, u'shamelessly')
(42, u'somebody')
(42, u'subtitles')
(42, u'succeed')
(42, u'sumptuous')
(42, u'terrorism')
(42, u'ties')
(42, u'tool')
(42, u'trees')
(42, u'unconventional')
(42, u'venice')
(42, u'yiddish')
(41, u'ache')
(41, u'achingly')
(41, u'actions')
(41, u'advantage')
(41, u'answer')
(41, u'astonishingly')
(41, u'atlantic')
(41, u'baked')
(41, u'biz')
(41, u'breaking')
(41, u'breath')
(41, u'brisk')
(41, u'carmen')
(41, u'chou')
(41, u'chuckles')
(41, u'closer')
(41, u'convoluted')
(41, u'crudup')
(41, u'deadpan')
(41, u'demons')
(41, u'distant')
(41, u'engage')
(41, u'expression')
(41, u'farrelly')
(41, u'fiennes')
(41, u'frailty')
(41, u'greene')
(41, u'harder')
(41, u'hat')
(41, u'hatred')
(41, u'heady')
(41, u'hotel')
(41, u'impeccable')
(41, u'influence')
(41, u'insipid')
(41, u'intentioned')
(41, u'irresistible')
(41, u'joel')
(41, u'jumbo')
(41, u'korean')
(41, u'leading')
(41, u'magnificent')
(41, u'manufactured')
(41, u'morally')
(41, u'mysteries')
(41, u'numbingly')
(41, u'pleaser')
(41, u'polished')
(41, u'radar')
(41, u'sandra')
(41, u'seemingly')
(41, u'separate')
(41, u'shameless')
(41, u'sting')
(41, u'stylistic')
(41, u'survival')
(41, u'talky')
(41, u'ten')
(41, u'theories')
(41, u'therapy')
(41, u'throw')
(41, u'todd')
(41, u'trashy')
(41, u'understands')
(41, u'unfulfilling')
(41, u'vanity')
(41, u'walsh')
(41, u'weighty')
(41, u'whenever')
(41, u'witless')
(40, u'ai')
(40, u'alabama')
(40, u'ancient')
(40, u'anomie')
(40, u'arrive')
(40, u'attal')
(40, u'bible')
(40, u'bielinsky')
(40, u'born')
(40, u'caring')
(40, u'characterization')
(40, u'chases')
(40, u'clause')
(40, u'clumsily')
(40, u'cobbled')
(40, u'conceived')
(40, u'conduct')
(40, u'conversations')
(40, u'decided')
(40, u'drenched')
(40, u'dullest')
(40, u'embraces')
(40, u'enigmatic')
(40, u'enormous')
(40, u'eventual')
(40, u'familiarity')
(40, u'feces')
(40, u'fragile')
(40, u'gratuitous')
(40, u'groups')
(40, u'hungry')
(40, u'improve')
(40, u'individual')
(40, u'jaw')
(40, u'kinda')
(40, u'korea')
(40, u'lessons')
(40, u'lifeless')
(40, u'lively')
(40, u'maintains')
(40, u'malkovich')
(40, u'miramax')
(40, u'monstrous')
(40, u'named')
(40, u'neil')
(40, u'peek')
(40, u'phone')
(40, u'plight')
(40, u'presented')
(40, u'press')
(40, u'ralph')
(40, u'rap')
(40, u'reasons')
(40, u'reminiscent')
(40, u'romp')
(40, u'screening')
(40, u'scripts')
(40, u'seeks')
(40, u'shtick')
(40, u'simplicity')
(40, u'status')
(40, u'steve')
(40, u'sweetly')
(40, u'timeless')
(40, u'undead')
(40, u'unexpectedly')
(40, u'vitality')
(40, u'walking')
(40, u'warner')
(40, u'witness')
(39, u'18')
(39, u'19th')
(39, u'aging')
(39, u'amiable')
(39, u'anywhere')
(39, u'artsy')
(39, u'audacious')
(39, u'blaxploitation')
(39, u'bridge')
(39, u'button')
(39, u'cannes')
(39, u'celebrates')
(39, u'chest')
(39, u'childish')
(39, u'complaint')
(39, u'confused')
(39, u'consolation')
(39, u'disappointed')
(39, u'disbelief')
(39, u'distasteful')
(39, u'dose')
(39, u'dots')
(39, u'doze')
(39, u'driver')
(39, u'dynamics')
(39, u'eager')
(39, u'economic')
(39, u'eerie')
(39, u'emphasizes')
(39, u'episodes')
(39, u'evoke')
(39, u'explosion')
(39, u'factor')
(39, u'feast')
(39, u'feathers')
(39, u'featuring')
(39, u'finely')
(39, u'girlfriend')
(39, u'heat')
(39, u'hint')
(39, u'incident')
(39, u'inconsistent')
(39, u'ingenious')
(39, u'jennifer')
(39, u'jonah')
(39, u'kick')
(39, u'laughed')
(39, u'learned')
(39, u'lighting')
(39, u'lip')
(39, u'lord')
(39, u'lucky')
(39, u'lunacy')
(39, u'metaphorical')
(39, u'moody')
(39, u'naked')
(39, u'notwithstanding')
(39, u'observation')
(39, u'passable')
(39, u'pays')
(39, u'player')
(39, u'possibilities')
(39, u'predecessors')
(39, u'properly')
(39, u'providing')
(39, u'receive')
(39, u'rely')
(39, u'repressed')
(39, u'reputation')
(39, u'responsible')
(39, u'rings')
(39, u'roberto')
(39, u'root')
(39, u'sacrifice')
(39, u'schmidt')
(39, u'screwball')
(39, u'slippery')
(39, u'spader')
(39, u'specifically')
(39, u'stealing')
(39, u'stops')
(39, u'strongly')
(39, u'support')
(39, u'terrorist')
(39, u'thirty')
(39, u'thrown')
(39, u'transforms')
(39, u'versus')
(39, u'vietnamese')
(38, u'ad')
(38, u'adequate')
(38, u'ah')
(38, u'allowed')
(38, u'awkwardness')
(38, u'blooded')
(38, u'bones')
(38, u'chiller')
(38, u'conquer')
(38, u'crack')
(38, u'dean')
(38, u'dime')
(38, u'dismissed')
(38, u'disparate')
(38, u'drags')
(38, u'ear')
(38, u'edges')
(38, u'effortlessly')
(38, u'elegantly')
(38, u'embrace')
(38, u'emphasis')
(38, u'enigma')
(38, u'entry')
(38, u'ethereal')
(38, u'fisted')
(38, u'giggles')
(38, u'gloriously')
(38, u'glossy')
(38, u'goal')
(38, u'graceful')
(38, u'hedonistic')
(38, u'hook')
(38, u'ignored')
(38, u'immensely')
(38, u'incessant')
(38, u'incoherence')
(38, u'inconsequential')
(38, u'influenced')
(38, u'intent')
(38, u'intolerable')
(38, u'jaded')
(38, u'lane')
(38, u'listen')
(38, u'literate')
(38, u'locales')
(38, u'lucy')
(38, u'lump')
(38, u'lunch')
(38, u'mothman')
(38, u'motivations')
(38, u'mythic')
(38, u'ocean')
(38, u'odyssey')
(38, u'openness')
(38, u'outrage')
(38, u'pantheon')
(38, u'paranoia')
(38, u'pitched')
(38, u'ponderous')
(38, u'positively')
(38, u'postcard')
(38, u'predictability')
(38, u'primarily')
(38, u'primary')
(38, u'punk')
(38, u'raised')
(38, u'rapid')
(38, u'raunch')
(38, u'reaction')
(38, u'rehash')
(38, u'revelation')
(38, u'settles')
(38, u'shrewd')
(38, u'sisterhood')
(38, u'smash')
(38, u'soulless')
(38, u'sport')
(38, u'stretches')
(38, u'sundance')
(38, u'susan')
(38, u'tepid')
(38, u'tomorrow')
(38, u'traffic')
(38, u'truck')
(38, u'tsai')
(38, u'types')
(38, u'unbelievable')
(38, u'unsatisfying')
(38, u'untalented')
(38, u'upper')
(38, u'weirdly')
(38, u'wholesome')
(37, u'afternoon')
(37, u'altman')
(37, u'angels')
(37, u'angry')
(37, u'baby')
(37, u'base')
(37, u'benefit')
(37, u'blockbuster')
(37, u'breathtakingly')
(37, u'castro')
(37, u'com')
(37, u'composition')
(37, u'conceits')
(37, u'contest')
(37, u'controversy')
(37, u'craven')
(37, u'cuteness')
(37, u'cynicism')
(37, u'dares')
(37, u'deliberate')
(37, u'delicious')
(37, u'develop')
(37, u'distinctly')
(37, u'drew')
(37, u'droll')
(37, u'earn')
(37, u'education')
(37, u'elizabeth')
(37, u'elusive')
(37, u'exact')
(37, u'facing')
(37, u'freedom')
(37, u'frozen')
(37, u'gel')
(37, u'gift')
(37, u'greater')
(37, u'humane')
(37, u'humans')
(37, u'hurt')
(37, u'inevitably')
(37, u'infomercial')
(37, u'inventiveness')
(37, u'jarring')
(37, u'jordan')
(37, u'liberating')
(37, u'loosely')
(37, u'measured')
(37, u'mexican')
(37, u'miracle')
(37, u'mo')
(37, u'mothers')
(37, u'mtv')
(37, u'opens')
(37, u'outtakes')
(37, u'participants')
(37, u'photography')
(37, u'piano')
(37, u'pleasurable')
(37, u'projects')
(37, u'proportions')
(37, u'psycho')
(37, u'psychologically')
(37, u'queens')
(37, u'raise')
(37, u'recording')
(37, u'recovery')
(37, u'remote')
(37, u'reunion')
(37, u'roberts')
(37, u'sensitivity')
(37, u'sincerity')
(37, u'slo')
(37, u'smartly')
(37, u'soaked')
(37, u'stuart')
(37, u'swim')
(37, u'tense')
(37, u'theory')
(37, u'titular')
(37, u'transcends')
(37, u'trapped')
(37, u'traveler')
(37, u'treats')
(37, u'verbal')
(37, u'virtues')
(37, u'xxx')
(37, u'zhang')
(36, u'19')
(36, u'aimed')
(36, u'am')
(36, u'atmospheric')
(36, u'barrels')
(36, u'breakthrough')
(36, u'bug')
(36, u'bursts')
(36, u'busy')
(36, u'buzz')
(36, u'canned')
(36, u'cares')
(36, u'code')
(36, u'consistent')
(36, u'contradictory')
(36, u'conventions')
(36, u'counterparts')
(36, u'deceptions')
(36, u'decision')
(36, u'disappointingly')
(36, u'door')
(36, u'dressed')
(36, u'ears')
(36, u'effectively')
(36, u'ethnic')
(36, u'evident')
(36, u'exceedingly')
(36, u'faces')
(36, u'fail')
(36, u'fills')
(36, u'floor')
(36, u'glorious')
(36, u'gorgeously')
(36, u'harsh')
(36, u'heavily')
(36, u'hokum')
(36, u'hoped')
(36, u'incongruous')
(36, u'insane')
(36, u'insomnia')
(36, u'instance')
(36, u'interpretation')
(36, u'irrelevant')
(36, u'jerking')
(36, u'judd')
(36, u'kieslowski')
(36, u'legendary')
(36, u'lion')
(36, u'lurid')
(36, u'meaningless')
(36, u'moods')
(36, u'moviegoing')
(36, u'multi')
(36, u'narrator')
(36, u'neo')
(36, u'opaque')
(36, u'picked')
(36, u'pokes')
(36, u'popular')
(36, u'precision')
(36, u'professionals')
(36, u'prospect')
(36, u'psyche')
(36, u'quentin')
(36, u'rattling')
(36, u'recipe')
(36, u'robin')
(36, u'schemes')
(36, u'shrill')
(36, u'simone')
(36, u'sluggish')
(36, u'soggy')
(36, u'sorvino')
(36, u'squarely')
(36, u'surprised')
(36, u'technically')
(36, u'transcend')
(36, u'villainous')
(36, u'vu')
(36, u'warfare')
(36, u'wilco')
(36, u'winners')
(35, u'adapted')
(35, u'aimless')
(35, u'anachronistic')
(35, u'anticipated')
(35, u'arrives')
(35, u'awards')
(35, u'biography')
(35, u'borrows')
(35, u'brit')
(35, u'burger')
(35, u'burr')
(35, u'caine')
(35, u'cia')
(35, u'combat')
(35, u'conditioning')
(35, u'darkly')
(35, u'defeated')
(35, u'deja')
(35, u'delicately')
(35, u'denying')
(35, u'dragonfly')
(35, u'dust')
(35, u'ed')
(35, u'edit')
(35, u'embarrassed')
(35, u'entertained')
(35, u'flash')
(35, u'fleeting')
(35, u'focused')
(35, u'glaring')
(35, u'gore')
(35, u'guts')
(35, u'hideously')
(35, u'informative')
(35, u'initial')
(35, u'inspires')
(35, u'installment')
(35, u'laid')
(35, u'lynch')
(35, u'machismo')
(35, u'merchant')
(35, u'merits')
(35, u'milk')
(35, u'muddled')
(35, u'neck')
(35, u'neighborhood')
(35, u'pedestrian')
(35, u'pitfalls')
(35, u'plane')
(35, u'proof')
(35, u'prose')
(35, u'relentless')
(35, u'restroom')
(35, u'screens')
(35, u'shine')
(35, u'sober')
(35, u'stately')
(35, u'sticks')
(35, u'stiff')
(35, u'supernatural')
(35, u'task')
(35, u'tawdry')
(35, u'terror')
(35, u'theatres')
(35, u'tick')
(35, u'toback')
(34, u'absolute')
(34, u'added')
(34, u'advice')
(34, u'aid')
(34, u'alert')
(34, u'alternate')
(34, u'animals')
(34, u'astounding')
(34, u'avary')
(34, u'baggage')
(34, u'birot')
(34, u'callow')
(34, u'casts')
(34, u'cerebral')
(34, u'chooses')
(34, u'circuit')
(34, u'circumstances')
(34, u'clad')
(34, u'cooper')
(34, u'creations')
(34, u'critique')
(34, u'cutesy')
(34, u'damon')
(34, u'defies')
(34, u'distinguished')
(34, u'dv')
(34, u'elevate')
(34, u'enormously')
(34, u'enthralling')
(34, u'european')
(34, u'experienced')
(34, u'filming')
(34, u'fits')
(34, u'frontal')
(34, u'frustratingly')
(34, u'giddy')
(34, u'glimpses')
(34, u'grating')
(34, u'haneke')
(34, u'huppert')
(34, u'hypnotic')
(34, u'illustrates')
(34, u'impressed')
(34, u'impressions')
(34, u'includes')
(34, u'incomprehensible')
(34, u'interview')
(34, u'introduction')
(34, u'ironies')
(34, u'isolation')
(34, u'jolie')
(34, u'landscapes')
(34, u'latin')
(34, u'liberal')
(34, u'massive')
(34, u'mechanical')
(34, u'member')
(34, u'mundane')
(34, u'nifty')
(34, u'nine')
(34, u'nobody')
(34, u'optimism')
(34, u'overblown')
(34, u'overrun')
(34, u'pastiche')
(34, u'pervasive')
(34, u'praise')
(34, u'pratfalls')
(34, u'promised')
(34, u'pulpy')
(34, u'pulse')
(34, u'rah')
(34, u'recommendation')
(34, u'recommended')
(34, u'reminded')
(34, u'remotely')
(34, u'retro')
(34, u'runner')
(34, u'scope')
(34, u'seas')
(34, u'skills')
(34, u'slapdash')
(34, u'solidly')
(34, u'sorry')
(34, u'stone')
(34, u'stretched')
(34, u'suspend')
(34, u'thousand')
(34, u'transformation')
(34, u'translation')
(34, u'unimaginable')
(34, u'unsuspecting')
(34, u'valley')
(34, u'villains')
(34, u'warrior')
(34, u'wells')
(34, u'wonders')
(34, u'wooden')
(33, u'40')
(33, u'agent')
(33, u'aim')
(33, u'anime')
(33, u'aspirations')
(33, u'bank')
(33, u'bartleby')
(33, u'basketball')
(33, u'beloved')
(33, u'bitten')
(33, u'bump')
(33, u'caricature')
(33, u'cartoonish')
(33, u'carved')
(33, u'chair')
(33, u'cheer')
(33, u'chord')
(33, u'clockstoppers')
(33, u'craft')
(33, u'deuces')
(33, u'dilemma')
(33, u'discover')
(33, u'discussion')
(33, u'disease')
(33, u'dragons')
(33, u'endurance')
(33, u'equilibrium')
(33, u'evidence')
(33, u'exaggerated')
(33, u'exception')
(33, u'excesses')
(33, u'expert')
(33, u'exploit')
(33, u'exploiting')
(33, u'fewer')
(33, u'frantic')
(33, u'gantz')
(33, u'genius')
(33, u'gory')
(33, u'gosling')
(33, u'grim')
(33, u'hall')
(33, u'heist')
(33, u'hewitt')
(33, u'hilarity')
(33, u'historically')
(33, u'humorless')
(33, u'inviting')
(33, u'jolt')
(33, u'kapur')
(33, u'loyalty')
(33, u'michel')
(33, u'minimum')
(33, u'monsoon')
(33, u'mugging')
(33, u'notable')
(33, u'nudity')
(33, u'obsessive')
(33, u'paints')
(33, u'payne')
(33, u'policy')
(33, u'pulled')
(33, u'punching')
(33, u'pungent')
(33, u'racist')
(33, u'renowned')
(33, u'riot')
(33, u'robinson')
(33, u'rocket')
(33, u'rushed')
(33, u'salt')
(33, u'shockingly')
(33, u'sister')
(33, u'sits')
(33, u'size')
(33, u'sized')
(33, u'snake')
(33, u'sordid')
(33, u'spotlight')
(33, u'spots')
(33, u'stephen')
(33, u'stick')
(33, u'struck')
(33, u'studios')
(33, u'styles')
(33, u'supremely')
(33, u'teeming')
(33, u'telegraphed')
(33, u'threadbare')
(33, u'tour')
(33, u'tragically')
(33, u'tremendous')
(33, u'truthful')
(33, u'uncertain')
(33, u'uncommonly')
(33, u'unintentional')
(33, u'useless')
(33, u'vacuum')
(33, u'wreck')
(33, u'zeal')
(32, u'3d')
(32, u'access')
(32, u'annals')
(32, u'anybody')
(32, u'artful')
(32, u'artistry')
(32, u'awareness')
(32, u'bent')
(32, u'billy')
(32, u'block')
(32, u'bodily')
(32, u'brilliantly')
(32, u'bros')
(32, u'catches')
(32, u'characteristic')
(32, u'chasing')
(32, u'chosen')
(32, u'chuckle')
(32, u'circus')
(32, u'clueless')
(32, u'collision')
(32, u'concession')
(32, u'considering')
(32, u'conversation')
(32, u'costly')
(32, u'costner')
(32, u'dana')
(32, u'destructive')
(32, u'develops')
(32, u'disgust')
(32, u'disgusting')
(32, u'distinct')
(32, u'drunk')
(32, u'earlier')
(32, u'enjoyment')
(32, u'farcical')
(32, u'feelings')
(32, u'flip')
(32, u'fool')
(32, u'garde')
(32, u'gleaned')
(32, u'goo')
(32, u'gosford')
(32, u'graceless')
(32, u'haynes')
(32, u'higher')
(32, u'hippie')
(32, u'hopeless')
(32, u'inescapable')
(32, u'injuries')
(32, u'jane')
(32, u'janice')
(32, u'jet')
(32, u'jr')
(32, u'kosashvili')
(32, u'lanes')
(32, u'lift')
(32, u'limits')
(32, u'lonely')
(32, u'marina')
(32, u'marvel')
(32, u'medium')
(32, u'melt')
(32, u'moved')
(32, u'narratively')
(32, u'opinion')
(32, u'patch')
(32, u'patient')
(32, u'pessimistic')
(32, u'pilot')
(32, u'prep')
(32, u'productions')
(32, u'reaching')
(32, u'recall')
(32, u'redundant')
(32, u'remind')
(32, u'resemble')
(32, u'reveal')
(32, u'revealed')
(32, u'rollicking')
(32, u'romances')
(32, u'sardonic')
(32, u'saved')
(32, u'schmaltz')
(32, u'scrooge')
(32, u'seinfeld')
(32, u'ship')
(32, u'shoe')
(32, u'shout')
(32, u'sinister')
(32, u'slightest')
(32, u'smiling')
(32, u'smoking')
(32, u'sociology')
(32, u'stupidity')
(32, u'subtext')
(32, u'suffered')
(32, u'suggest')
(32, u'tackling')
(32, u'tattered')
(32, u'texture')
(32, u'tones')
(32, u'train')
(32, u'unfolding')
(32, u'waking')
(32, u'warmed')
(32, u'winter')
(32, u'wollter')
(31, u'1970s')
(31, u'1999')
(31, u'88')
(31, u'adolescence')
(31, u'asian')
(31, u'athletes')
(31, u'available')
(31, u'avant')
(31, u'bands')
(31, u'believing')
(31, u'bracing')
(31, u'breadth')
(31, u'calculated')
(31, u'celebrity')
(31, u'charge')
(31, u'chronicles')
(31, u'cipher')
(31, u'cliff')
(31, u'coen')
(31, u'compromise')
(31, u'continuity')
(31, u'countless')
(31, u'crane')
(31, u'crosses')
(31, u'darkness')
(31, u'diaries')
(31, u'differences')
(31, u'directions')
(31, u'diverse')
(31, u'dover')
(31, u'dubious')
(31, u'educational')
(31, u'enduring')
(31, u'enveloping')
(31, u'exceptionally')
(31, u'exist')
(31, u'expressive')
(31, u'extravagant')
(31, u'factory')
(31, u'fest')
(31, u'fix')
(31, u'fluid')
(31, u'forcefully')
(31, u'grisly')
(31, u'hawaiian')
(31, u'hidden')
(31, u'hitchcockian')
(31, u'hollow')
(31, u'idealism')
(31, u'import')
(31, u'indulgence')
(31, u'irresponsible')
(31, u'jagger')
(31, u'julia')
(31, u'juliette')
(31, u'kennedy')
(31, u'kidman')
(31, u'kwan')
(31, u'lavish')
(31, u'legged')
(31, u'lewis')
(31, u'liberation')
(31, u'maze')
(31, u'misogyny')
(31, u'misses')
(31, u'muster')
(31, u'nerds')
(31, u'obsessions')
(31, u'panache')
(31, u'partner')
(31, u'pertinent')
(31, u'pg')
(31, u'phenomenal')
(31, u'philip')
(31, u'possess')
(31, u'prefer')
(31, u'proficient')
(31, u'program')
(31, u'prophecies')
(31, u'ramsay')
(31, u'randall')
(31, u'reaches')
(31, u'reduced')
(31, u'regarding')
(31, u'research')
(31, u'river')
(31, u'row')
(31, u'secretary')
(31, u'segment')
(31, u'senses')
(31, u'shadyac')
(31, u'showcase')
(31, u'singer')
(31, u'slick')
(31, u'smack')
(31, u'smiles')
(31, u'spaces')
(31, u'stabbing')
(31, u'stronger')
(31, u'subplots')
(31, u'sugarman')
(31, u'suggestion')
(31, u'sustained')
(31, u'swinging')
(31, u'taymor')
(31, u'technique')
(31, u'tediously')
(31, u'temple')
(31, u'tropes')
(31, u'uncomfortable')
(31, u'universe')
(31, u'unless')
(31, u'valuable')
(31, u'versions')
(31, u'wrestling')
(30, u'albeit')
(30, u'antonia')
(30, u'awakening')
(30, u'barney')
(30, u'ben')
(30, u'blues')
(30, u'bombastic')
(30, u'bowling')
(30, u'burning')
(30, u'calls')
(30, u'capturing')
(30, u'centered')
(30, u'charlie')
(30, u'climax')
(30, u'coma')
(30, u'comics')
(30, u'consuming')
(30, u'correctness')
(30, u'dad')
(30, u'deliberately')
(30, u'demand')
(30, u'departure')
(30, u'derrida')
(30, u'dinner')
(30, u'directly')
(30, u'disregard')
(30, u'dress')
(30, u'drown')
(30, u'drunken')
(30, u'duck')
(30, u'dude')
(30, u'ease')
(30, u'established')
(30, u'esteem')
(30, u'etc')
(30, u'evade')
(30, u'examines')
(30, u'exhausting')
(30, u'expecting')
(30, u'extensive')
(30, u'failing')
(30, u'favors')
(30, u'flashes')
(30, u'flavor')
(30, u'genteel')
(30, u'hal')
(30, u'hang')
(30, u'heartache')
(30, u'heights')
(30, u'ho')
(30, u'hoot')
(30, u'icon')
(30, u'indifference')
(30, u'insult')
(30, u'juicy')
(30, u'laudable')
(30, u'lilo')
(30, u'makeup')
(30, u'malaise')
(30, u'manners')
(30, u'marine')
(30, u'marquis')
(30, u'max')
(30, u'miami')
(30, u'motions')
(30, u'muddle')
(30, u'musicians')
(30, u'names')
(30, u'naturally')
(30, u'nelson')
(30, u'nervous')
(30, u'offend')
(30, u'owe')
(30, u'paranoid')
(30, u'passes')
(30, u'paxton')
(30, u'perceptive')
(30, u'prime')
(30, u'pryor')
(30, u'purely')
(30, u'puzzling')
(30, u'relative')
(30, u'repetition')
(30, u'riffs')
(30, u'ripe')
(30, u'rollerball')
(30, u'scrutiny')
(30, u'setup')
(30, u'sickening')
(30, u'sleepless')
(30, u'sleeve')
(30, u'smoother')
(30, u'snappy')
(30, u'sneaks')
(30, u'solutions')
(30, u'split')
(30, u'starting')
(30, u'steal')
(30, u'steers')
(30, u'storylines')
(30, u'substitute')
(30, u'succumbs')
(30, u'suddenly')
(30, u'swept')
(30, u'targeted')
(30, u'taut')
(30, u'teachers')
(30, u'tolerance')
(30, u'tosca')
(30, u'trenchant')
(30, u'tug')
(30, u'turf')
(30, u'vaguely')
(30, u'viewed')
(30, u'welsh')
(30, u'whip')
(30, u'youthful')
(29, u'1984')
(29, u'achieve')
(29, u'associated')
(29, u'australia')
(29, u'bartlett')
(29, u'basically')
(29, u'betrayal')
(29, u'blandness')
(29, u'bogdanovich')
(29, u'bollywood')
(29, u'boobs')
(29, u'brilliance')
(29, u'brow')
(29, u'bull')
(29, u'canny')
(29, u'canon')
(29, u'chain')
(29, u'christopher')
(29, u'clash')
(29, u'cletis')
(29, u'commitment')
(29, u'composed')
(29, u'conflicted')
(29, u'covers')
(29, u'cuban')
(29, u'debate')
(29, u'demonstrate')
(29, u'dentist')
(29, u'didactic')
(29, u'dimension')
(29, u'discourse')
(29, u'disintegrating')
(29, u'distract')
(29, u'dud')
(29, u'duvall')
(29, u'east')
(29, u'elegance')
(29, u'erratic')
(29, u'excruciatingly')
(29, u'exhausted')
(29, u'exists')
(29, u'explores')
(29, u'finest')
(29, u'gloss')
(29, u'greatness')
(29, u'growth')
(29, u'handle')
(29, u'hitler')
(29, u'hurley')
(29, u'immediately')
(29, u'impenetrable')
(29, u'inappropriate')
(29, u'innovation')
(29, u'innovative')
(29, u'innuendo')
(29, u'inquiry')
(29, u'insistent')
(29, u'institution')
(29, u'israeli')
(29, u'jump')
(29, u'kitchen')
(29, u'lights')
(29, u'limp')
(29, u'loaded')
(29, u'lose')
(29, u'manhood')
(29, u'marvelously')
(29, u'metropolitan')
(29, u'misfire')
(29, u'miyazaki')
(29, u'multiplex')
(29, u'nair')
(29, u'nickleby')
(29, u'obscure')
(29, u'oedekerk')
(29, u'opportunities')
(29, u'optimistic')
(29, u'page')
(29, u'pink')
(29, u'pit')
(29, u'predicament')
(29, u'pride')
(29, u'procedural')
(29, u'procession')
(29, u'racism')
(29, u'recognize')
(29, u'reliable')
(29, u'religious')
(29, u'replete')
(29, u'reruns')
(29, u'reserved')
(29, u'resonate')
(29, u'rigid')
(29, u'sarah')
(29, u'schizophrenia')
(29, u'scott')
(29, u'severely')
(29, u'shrek')
(29, u'significance')
(29, u'sonny')
(29, u'specimen')
(29, u'splitting')
(29, u'sticky')
(29, u'stinker')
(29, u'strung')
(29, u'sublime')
(29, u'succumb')
(29, u'suffer')
(29, u'suits')
(29, u'surfing')
(29, u'tea')
(29, u'tearing')
(29, u'tends')
(29, u'testimony')
(29, u'themed')
(29, u'thrilling')
(29, u'toss')
(29, u'trap')
(29, u'tub')
(29, u'twin')
(29, u'uh')
(29, u'unhappy')
(29, u'unknown')
(29, u'vast')
(29, u'warriors')
(29, u'wesley')
(29, u'whimper')
(29, u'willingness')
(29, u'yard')
(29, u'zero')
(29, u'zombie')
(28, u'1950s')
(28, u'abundant')
(28, u'accident')
(28, u'accurately')
(28, u'aids')
(28, u'appreciated')
(28, u'asleep')
(28, u'assembled')
(28, u'banderas')
(28, u'bare')
(28, u'barrymore')
(28, u'bed')
(28, u'binoche')
(28, u'boasts')
(28, u'bonus')
(28, u'brash')
(28, u'breathe')
(28, u'brosnan')
(28, u'builds')
(28, u'campus')
(28, u'capitalize')
(28, u'card')
(28, u'chaos')
(28, u'characterized')
(28, u'clown')
(28, u'colored')
(28, u'combines')
(28, u'conditions')
(28, u'confidence')
(28, u'connected')
(28, u'coppola')
(28, u'crackle')
(28, u'cube')
(28, u'curling')
(28, u'deaths')
(28, u'detached')
(28, u'dim')
(28, u'directs')
(28, u'dozens')
(28, u'duke')
(28, u'electric')
(28, u'encounters')
(28, u'fingers')
(28, u'fizz')
(28, u'flourishes')
(28, u'forceful')
(28, u'foster')
(28, u'fringes')
(28, u'fulfill')
(28, u'geeks')
(28, u'generations')
(28, u'hammy')
(28, u'honor')
(28, u'impulse')
(28, u'inter')
(28, u'jell')
(28, u'kenneth')
(28, u'knack')
(28, u'laws')
(28, u'leaky')
(28, u'leather')
(28, u'liberties')
(28, u'load')
(28, u'lola')
(28, u'lyne')
(28, u'managed')
(28, u'mannerisms')
(28, u'masterfully')
(28, u'mediocrity')
(28, u'misguided')
(28, u'molly')
(28, u'musty')
(28, u'narcissism')
(28, u'naughty')
(28, u'nonexistent')
(28, u'nuances')
(28, u'ought')
(28, u'owes')
(28, u'painting')
(28, u'passed')
(28, u'peak')
(28, u'piffle')
(28, u'popping')
(28, u'popularity')
(28, u'possibility')
(28, u'poster')
(28, u'practically')
(28, u'races')
(28, u'raises')
(28, u'rambling')
(28, u'ratliff')
(28, u'raunchy')
(28, u'receiving')
(28, u'refuses')
(28, u'responsibility')
(28, u'routines')
(28, u'ruined')
(28, u'san')
(28, u'satisfies')
(28, u'savage')
(28, u'scarcely')
(28, u'scares')
(28, u'scruffy')
(28, u'shakespearean')
(28, u'shootings')
(28, u'sin')
(28, u'sources')
(28, u'sparse')
(28, u'squad')
(28, u'squanders')
(28, u'strangeness')
(28, u'sucked')
(28, u'sway')
(28, u'tambor')
(28, u'tempting')
(28, u'tensions')
(28, u'testosterone')
(28, u'topical')
(28, u'tout')
(28, u'towards')
(28, u'trust')
(28, u'tuxedo')
(28, u'twohy')
(28, u'unable')
(28, u'unchecked')
(28, u'unconditional')
(28, u'undercuts')
(28, u'vignettes')
(28, u'website')
(28, u'wing')
(28, u'wood')
(28, u'yellow')
(28, u'yorker')
(27, u'1958')
(27, u'alluring')
(27, u'animatronic')
(27, u'arms')
(27, u'arrest')
(27, u'auteur')
(27, u'baffled')
(27, u'battlefield')
(27, u'beer')
(27, u'benjamins')
(27, u'blatant')
(27, u'brendan')
(27, u'cal')
(27, u'camps')
(27, u'carrying')
(27, u'catching')
(27, u'celebrated')
(27, u'champion')
(27, u'chocolate')
(27, u'club')
(27, u'conceit')
(27, u'conspicuous')
(27, u'construction')
(27, u'contains')
(27, u'counter')
(27, u'crippled')
(27, u'crossover')
(27, u'crudity')
(27, u'dass')
(27, u'deepest')
(27, u'desired')
(27, u'donovan')
(27, u'dumas')
(27, u'dutiful')
(27, u'earned')
(27, u'ellen')
(27, u'enjoyably')
(27, u'existing')
(27, u'exploitive')
(27, u'extraordinarily')
(27, u'figured')
(27, u'flaccid')
(27, u'foolish')
(27, u'frequent')
(27, u'gasp')
(27, u'haunted')
(27, u'hearst')
(27, u'hundred')
(27, u'huston')
(27, u'iconoclastic')
(27, u'idiotic')
(27, u'ignore')
(27, u'illness')
(27, u'imaginable')
(27, u'impersonal')
(27, u'impulses')
(27, u'intentionally')
(27, u'interaction')
(27, u'involve')
(27, u'island')
(27, u'jackass')
(27, u'jazzy')
(27, u'joyless')
(27, u'kitten')
(27, u'lifts')
(27, u'log')
(27, u'marching')
(27, u'mars')
(27, u'mart')
(27, u'metal')
(27, u'metaphors')
(27, u'modestly')
(27, u'mouthed')
(27, u'mumbo')
(27, u'muted')
(27, u'myth')
(27, u'naipaul')
(27, u'narration')
(27, u'native')
(27, u'negotiate')
(27, u'nerves')
(27, u'nervy')
(27, u'nonsensical')
(27, u'normally')
(27, u'object')
(27, u'obsessed')
(27, u'overtly')
(27, u'palpable')
(27, u'pauline')
(27, u'paying')
(27, u'penetrating')
(27, u'performed')
(27, u'placed')
(27, u'plus')
(27, u'pompeo')
(27, u'practice')
(27, u'prevent')
(27, u'prism')
(27, u'probe')
(27, u'probing')
(27, u'profane')
(27, u'puerile')
(27, u'qualities')
(27, u'quieter')
(27, u'realizing')
(27, u'realm')
(27, u'rebellion')
(27, u'recklessness')
(27, u'redeeming')
(27, u'resembles')
(27, u'risk')
(27, u'rogue')
(27, u'rouge')
(27, u'seams')
(27, u'selection')
(27, u'settled')
(27, u'shadow')
(27, u'shop')
(27, u'sing')
(27, u'sixth')
(27, u'slasher')
(27, u'smartest')
(27, u'smoochy')
(27, u'speculation')
(27, u'square')
(27, u'staggeringly')
(27, u'stark')
(27, u'stitch')
(27, u'strip')
(27, u'struggled')
(27, u'swings')
(27, u'teach')
(27, u'titled')
(27, u'topless')
(27, u'torture')
(27, u'tosses')
(27, u'trilogy')
(27, u'unabashed')
(27, u'unblinking')
(27, u'uncomfortably')
(27, u'underdogs')
(27, u'upbeat')
(27, u'veteran')
(27, u'via')
(27, u'wal')
(27, u'wallop')
(27, u'wattage')
(27, u'welles')
(27, u'witnessed')
(27, u'wondrous')
(27, u'wound')
(26, u'1952')
(26, u'95')
(26, u'acerbic')
(26, u'adequately')
(26, u'adrenaline')
(26, u'affleck')
(26, u'afterlife')
(26, u'aggrandizing')
(26, u'argument')
(26, u'autobiographical')
(26, u'awake')
(26, u'awfully')
(26, u'awkwardly')
(26, u'bette')
(26, u'blonde')
(26, u'bogus')
(26, u'boredom')
(26, u'bravery')
(26, u'canadian')
(26, u'charles')
(26, u'chelsea')
(26, u'chiefly')
(26, u'chimps')
(26, u'clayburgh')
(26, u'closed')
(26, u'competition')
(26, u'complexities')
(26, u'condensed')
(26, u'confront')
(26, u'contemplation')
(26, u'contribution')
(26, u'conveying')
(26, u'convictions')
(26, u'craig')
(26, u'crammed')
(26, u'crocodile')
(26, u'damme')
(26, u'daniel')
(26, u'dazzle')
(26, u'debt')
(26, u'demme')
(26, u'denied')
(26, u'dependent')
(26, u'depressed')
(26, u'dickensian')
(26, u'disguised')
(26, u'displays')
(26, u'dustin')
(26, u'eastern')
(26, u'eating')
(26, u'egoyan')
(26, u'environmental')
(26, u'fade')
(26, u'fluent')
(26, u'forward')
(26, u'frills')
(26, u'generating')
(26, u'generosity')
(26, u'geriatric')
(26, u'gibson')
(26, u'gong')
(26, u'grandiosity')
(26, u'grandson')
(26, u'guaranteed')
(26, u'happily')
(26, u'hitchcock')
(26, u'impressively')
(26, u'insultingly')
(26, u'intellect')
(26, u'intensely')
(26, u'internet')
(26, u'interviews')
(26, u'killing')
(26, u'lasting')
(26, u'lilia')
(26, u'limitations')
(26, u'lingers')
(26, u'lips')
(26, u'lodging')
(26, u'london')
(26, u'losers')
(26, u'maintaining')
(26, u'mamet')
(26, u'manipulation')
(26, u'mel')
(26, u'mermaid')
(26, u'messy')
(26, u'minimal')
(26, u'months')
(26, u'mountain')
(26, u'narrow')
(26, u'nonjudgmental')
(26, u'numbing')
(26, u'objectivity')
(26, u'organic')
(26, u'otherworldly')
(26, u'package')
(26, u'par')
(26, u'phrase')
(26, u'piccoli')
(26, u'playwright')
(26, u'plotline')
(26, u'predict')
(26, u'profoundly')
(26, u'rage')
(26, u'raymond')
(26, u'records')
(26, u'reefs')
(26, u'region')
(26, u'resolution')
(26, u'review')
(26, u'reviews')
(26, u'rigor')
(26, u'rug')
(26, u'sacrificing')
(26, u'salton')
(26, u'satiric')
(26, u'schaeffer')
(26, u'scorn')
(26, u'seemed')
(26, u'shadowy')
(26, u'shaggy')
(26, u'shines')
(26, u'shoddy')
(26, u'skateboard')
(26, u'skies')
(26, u'slapping')
(26, u'smirk')
(26, u'smith')
(26, u'spice')
(26, u'splash')
(26, u'splendor')
(26, u'sporadic')
(26, u'strict')
(26, u'supply')
(26, u'tart')
(26, u'tasteful')
(26, u'tenacious')
(26, u'thematically')
(26, u'tied')
(26, u'tinseltown')
(26, u'tooth')
(26, u'trade')
(26, u'tripe')
(26, u'tuck')
(26, u'twaddle')
(26, u'undercover')
(26, u'undercurrent')
(26, u'undone')
(26, u'uninteresting')
(26, u'vain')
(26, u'veers')
(26, u'waves')
(26, u'weaknesses')
(26, u'weary')
(26, u'wertmuller')
(26, u'whiny')
(26, u'whodunit')
(26, u'william')
(26, u'windtalkers')
(26, u'wire')
(25, u'84')
(25, u'acknowledges')
(25, u'admission')
(25, u'alike')
(25, u'appreciation')
(25, u'assayas')
(25, u'besson')
(25, u'betty')
(25, u'blockbusters')
(25, u'cars')
(25, u'chaplin')
(25, u'checklist')
(25, u'chill')
(25, u'clancy')
(25, u'cleaner')
(25, u'clients')
(25, u'clinical')
(25, u'clubs')
(25, u'compensate')
(25, u'confined')
(25, u'crossroads')
(25, u'cup')
(25, u'cure')
(25, u'darling')
(25, u'daughters')
(25, u'definition')
(25, u'derived')
(25, u'diary')
(25, u'disappoint')
(25, u'discerned')
(25, u'dishonest')
(25, u'dopey')
(25, u'dragged')
(25, u'drawings')
(25, u'dreadful')
(25, u'drives')
(25, u'ecks')
(25, u'economical')
(25, u'elsewhere')
(25, u'entertainingly')
(25, u'errors')
(25, u'establishes')
(25, u'et')
(25, u'excited')
(25, u'excruciating')
(25, u'explode')
(25, u'eyelids')
(25, u'facet')
(25, u'fallen')
(25, u'falling')
(25, u'fence')
(25, u'fetched')
(25, u'fiery')
(25, u'floating')
(25, u'fu')
(25, u'function')
(25, u'generates')
(25, u'gere')
(25, u'glasses')
(25, u'groan')
(25, u'guffaw')
(25, u'guitar')
(25, u'hates')
(25, u'health')
(25, u'highs')
(25, u'homes')
(25, u'horribly')
(25, u'horrors')
(25, u'houses')
(25, u'humdrum')
(25, u'hypertime')
(25, u'ideal')
(25, u'idealistic')
(25, u'idiots')
(25, u'illuminating')
(25, u'improvement')
(25, u'incredible')
(25, u'indication')
(25, u'inexperienced')
(25, u'ingredients')
(25, u'invaluable')
(25, u'irwin')
(25, u'journalism')
(25, u'labor')
(25, u'laissez')
(25, u'lapses')
(25, u'letter')
(25, u'librarian')
(25, u'lighthearted')
(25, u'liners')
(25, u'meditative')
(25, u'meet')
(25, u'messiness')
(25, u'mirren')
(25, u'modesty')
(25, u'morvern')
(25, u'na')
(25, u'napoleon')
(25, u'nights')
(25, u'north')
(25, u'opened')
(25, u'operative')
(25, u'ordeal')
(25, u'outsiders')
(25, u'passer')
(25, u'passions')
(25, u'perform')
(25, u'performing')
(25, u'poet')
(25, u'poets')
(25, u'portions')
(25, u'posturing')
(25, u'preordained')
(25, u'preservation')
(25, u'privileged')
(25, u'rain')
(25, u'raising')
(25, u'ram')
(25, u'rarity')
(25, u'recite')
(25, u'recognizable')
(25, u'redundancy')
(25, u'reminding')
(25, u'requisite')
(25, u'retaliation')
(25, u'ringu')
(25, u'rival')
(25, u'ron')
(25, u'sanctimony')
(25, u'scare')
(25, u'scenic')
(25, u'schmaltzy')
(25, u'seated')
(25, u'sever')
(25, u'sexuality')
(25, u'shepard')
(25, u'showcases')
(25, u'showgirls')
(25, u'shred')
(25, u'sided')
(25, u'smoothly')
(25, u'soccer')
(25, u'solemn')
(25, u'sophie')
(25, u'sorority')
(25, u'spectacularly')
(25, u'spontaneity')
(25, u'stages')
(25, u'stroke')
(25, u'submarine')
(25, u'surround')
(25, u'sustains')
(25, u'swear')
(25, u'swooping')
(25, u'sword')
(25, u'tadpole')
(25, u'tank')
(25, u'tearjerker')
(25, u'tenor')
(25, u'thanksgiving')
(25, u'thinly')
(25, u'timid')
(25, u'tiniest')
(25, u'titus')
(25, u'triumphant')
(25, u'un')
(25, u'unassuming')
(25, u'unlimited')
(25, u'unrewarding')
(25, u'unsympathetic')
(25, u'veneer')
(25, u'vice')
(25, u'von')
(25, u'wartime')
(25, u'waydowntown')
(25, u'weave')
(25, u'weepy')
(25, u'wendigo')
(25, u'wisdom')
(25, u'witnesses')
(25, u'woefully')
(25, u'workers')
(25, u'worry')
(24, u'60')
(24, u'accomplishments')
(24, u'affected')
(24, u'agency')
(24, u'aggressive')
(24, u'agonizing')
(24, u'alfred')
(24, u'amazingly')
(24, u'ambrose')
(24, u'amid')
(24, u'anonymous')
(24, u'aspires')
(24, u'assembly')
(24, u'astute')
(24, u'attack')
(24, u'austerity')
(24, u'backdrops')
(24, u'badness')
(24, u'boomer')
(24, u'boots')
(24, u'boss')
(24, u'bout')
(24, u'breed')
(24, u'brightly')
(24, u'bumbling')
(24, u'callar')
(24, u'captain')
(24, u'caruso')
(24, u'cash')
(24, u'civic')
(24, u'clashing')
(24, u'climate')
(24, u'clinic')
(24, u'collaboration')
(24, u'comically')
(24, u'compare')
(24, u'compared')
(24, u'comprehend')
(24, u'consigned')
(24, u'constructs')
(24, u'contact')
(24, u'craziness')
(24, u'creatures')
(24, u'creepiness')
(24, u'dashing')
(24, u'dealers')
(24, u'deals')
(24, u'decide')
(24, u'devolves')
(24, u'discovering')
(24, u'disjointed')
(24, u'disquieting')
(24, u'dollar')
(24, u'duration')
(24, u'eats')
(24, u'emperor')
(24, u'everlasting')
(24, u'everybody')
(24, u'evokes')
(24, u'excels')
(24, u'exchange')
(24, u'exterior')
(24, u'exuberance')
(24, u'ferocity')
(24, u'fervently')
(24, u'fitting')
(24, u'formal')
(24, u'gaza')
(24, u'ghosts')
(24, u'goals')
(24, u'godfrey')
(24, u'golden')
(24, u'goodwill')
(24, u'goofball')
(24, u'guide')
(24, u'harbor')
(24, u'hawk')
(24, u'headed')
(24, u'hefty')
(24, u'helped')
(24, u'heroic')
(24, u'highway')
(24, u'hospital')
(24, u'host')
(24, u'ilk')
(24, u'immature')
(24, u'indictment')
(24, u'induced')
(24, u'inexplicably')
(24, u'infinitely')
(24, u'informed')
(24, u'insecure')
(24, u'iran')
(24, u'keen')
(24, u'kilter')
(24, u'kinds')
(24, u'labyrinthine')
(24, u'laced')
(24, u'learning')
(24, u'leon')
(24, u'lovable')
(24, u'mcculloch')
(24, u'megaplex')
(24, u'metropolis')
(24, u'mib')
(24, u'midway')
(24, u'mira')
(24, u'mistress')
(24, u'monotonous')
(24, u'needlessly')
(24, u'nyc')
(24, u'oddest')
(24, u'overexposed')
(24, u'papin')
(24, u'paris')
(24, u'pearl')
(24, u'peril')
(24, u'photo')
(24, u'plotless')
(24, u'powerfully')
(24, u'praises')
(24, u'preemptive')
(24, u'puppet')
(24, u'purposes')
(24, u'pushes')
(24, u'puzzle')
(24, u'qualify')
(24, u'questionable')
(24, u'rape')
(24, u'raucous')
(24, u'regard')
(24, u'regardless')
(24, u'related')
(24, u'represented')
(24, u'richness')
(24, u'risks')
(24, u'rules')
(24, u'scorpion')
(24, u'seldahl')
(24, u'selling')
(24, u'sensuality')
(24, u'sentiments')
(24, u'sermon')
(24, u'serving')
(24, u'sessions')
(24, u'sexually')
(24, u'shaken')
(24, u'shakes')
(24, u'shared')
(24, u'siegel')
(24, u'skewed')
(24, u'sleeper')
(24, u'snatch')
(24, u'sons')
(24, u'span')
(24, u'strengths')
(24, u'styled')
(24, u'subcontinent')
(24, u'subtlest')
(24, u'sudsy')
(24, u'superman')
(24, u'sweat')
(24, u'swimming')
(24, u'thirteen')
(24, u'threatened')
(24, u'timed')
(24, u'traditionally')
(24, u'triumphs')
(24, u'underlying')
(24, u'undoubtedly')
(24, u'update')
(24, u'vin')
(24, u'voices')
(24, u'vulnerable')
(24, u'wade')
(24, u'wildlife')
(24, u'wishing')
(24, u'wistful')
(24, u'workplace')
(24, u'zany')
(23, u'000')
(23, u'48')
(23, u'83')
(23, u'accomplishes')
(23, u'afghan')
(23, u'aficionados')
(23, u'aggressively')
(23, u'ambiguity')
(23, u'apply')
(23, u'attempted')
(23, u'auteuil')
(23, u'author')
(23, u'backstage')
(23, u'barn')
(23, u'baroque')
(23, u'beats')
(23, u'became')
(23, u'bloated')
(23, u'boasting')
(23, u'bogs')
(23, u'boldly')
(23, u'brass')
(23, u'brawny')
(23, u'brian')
(23, u'broke')
(23, u'budding')
(23, u'burst')
(23, u'cameo')
(23, u'canvas')
(23, u'carnage')
(23, u'chamber')
(23, u'claims')
(23, u'clutching')
(23, u'cohesion')
(23, u'collateral')
(23, u'collective')
(23, u'comforting')
(23, u'commerce')
(23, u'compendium')
(23, u'conflicts')
(23, u'confronting')
(23, u'confusion')
(23, u'conjured')
(23, u'corporate')
(23, u'courtship')
(23, u'cyber')
(23, u'damning')
(23, u'dash')
(23, u'daydreams')
(23, u'deeds')
(23, u'defines')
(23, u'destroy')
(23, u'determine')
(23, u'dips')
(23, u'disloyal')
(23, u'doofus')
(23, u'effortless')
(23, u'embracing')
(23, u'emerging')
(23, u'enjoys')
(23, u'enticing')
(23, u'environment')
(23, u'espn')
(23, u'evolved')
(23, u'examine')
(23, u'executive')
(23, u'eyre')
(23, u'facile')
(23, u'fearless')
(23, u'fearlessness')
(23, u'fires')
(23, u'flaw')
(23, u'flirts')
(23, u'florid')
(23, u'fluffy')
(23, u'forgiven')
(23, u'fundamentals')
(23, u'gear')
(23, u'glib')
(23, u'grind')
(23, u'guarantee')
(23, u'harangues')
(23, u'heritage')
(23, u'humanly')
(23, u'implausibility')
(23, u'incarnation')
(23, u'inquisitive')
(23, u'introduce')
(23, u'introspective')
(23, u'jolts')
(23, u'kathy')
(23, u'kilt')
(23, u'labute')
(23, u'ladies')
(23, u'lambs')
(23, u'landmark')
(23, u'lark')
(23, u'libertine')
(23, u'lobby')
(23, u'lowbrow')
(23, u'lows')
(23, u'loyal')
(23, u'luster')
(23, u'maker')
(23, u'map')
(23, u'mask')
(23, u'melancholic')
(23, u'memento')
(23, u'mine')
(23, u'moderately')
(23, u'moronic')
(23, u'narc')
(23, u'nary')
(23, u'nastier')
(23, u'needy')
(23, u'net')
(23, u'nick')
(23, u'nostalgic')
(23, u'nuclear')
(23, u'ours')
(23, u'outs')
(23, u'overkill')
(23, u'overwritten')
(23, u'painted')
(23, u'palette')
(23, u'parking')
(23, u'payback')
(23, u'physique')
(23, u'populated')
(23, u'president')
(23, u'privy')
(23, u'promotion')
(23, u'property')
(23, u'puberty')
(23, u'punctuated')
(23, u'pursuing')
(23, u'quarter')
(23, u'queasy')
(23, u'rally')
(23, u'reached')
(23, u'realities')
(23, u'relevance')
(23, u'reminder')
(23, u'repeatedly')
(23, u'requires')
(23, u'resistance')
(23, u'respite')
(23, u'rifkin')
(23, u'righteousness')
(23, u'satyr')
(23, u'screwed')
(23, u'secondhand')
(23, u'shattering')
(23, u'shorter')
(23, u'shown')
(23, u'shrugging')
(23, u'simpleminded')
(23, u'sinks')
(23, u'sizzle')
(23, u'skins')
(23, u'sleeping')
(23, u'slide')
(23, u'sounding')
(23, u'spine')
(23, u'stagy')
(23, u'steaming')
(23, u'suffocating')
(23, u'surefire')
(23, u'surf')
(23, u'surrender')
(23, u'survivors')
(23, u'suspect')
(23, u'tag')
(23, u'tailor')
(23, u'tapping')
(23, u'throwback')
(23, u'tolerate')
(23, u'tolkien')
(23, u'trace')
(23, u'transparent')
(23, u'tutorial')
(23, u'twisting')
(23, u'uncharted')
(23, u'uneventful')
(23, u'unfortunate')
(23, u'unprecedented')
(23, u'velocity')
(23, u'videotape')
(23, u'vistas')
(23, u'voyeuristic')
(23, u'vulgarity')
(23, u'walter')
(23, u'wary')
(23, u'weaponry')
(23, u'weep')
(23, u'yawning')
(23, u'yu')
(22, u'abc')
(22, u'absorbed')
(22, u'absurdly')
(22, u'acute')
(22, u'afterthought')
(22, u'allusions')
(22, u'angel')
(22, u'anymore')
(22, u'appeared')
(22, u'aristocracy')
(22, u'articulate')
(22, u'attached')
(22, u'auditorium')
(22, u'auto')
(22, u'automatically')
(22, u'avoids')
(22, u'backdrop')
(22, u'bath')
(22, u'begun')
(22, u'behan')
(22, u'behave')
(22, u'bettany')
(22, u'brainer')
(22, u'breakdown')
(22, u'breathing')
(22, u'buck')
(22, u'campy')
(22, u'capra')
(22, u'careful')
(22, u'channeling')
(22, u'chasm')
(22, u'cinderella')
(22, u'circa')
(22, u'classy')
(22, u'closure')
(22, u'collectively')
(22, u'compellingly')
(22, u'comprehension')
(22, u'conceal')
(22, u'condescending')
(22, u'conned')
(22, u'considers')
(22, u'corn')
(22, u'correct')
(22, u'court')
(22, u'cracker')
(22, u'creek')
(22, u'cumbersome')
(22, u'curves')
(22, u'dealer')
(22, u'debated')
(22, u'deception')
(22, u'del')
(22, u'demonstration')
(22, u'dense')
(22, u'digs')
(22, u'disappointment')
(22, u'discord')
(22, u'disingenuous')
(22, u'dolls')
(22, u'doo')
(22, u'drowned')
(22, u'durable')
(22, u'echoes')
(22, u'eloquence')
(22, u'enervating')
(22, u'episodic')
(22, u'existentialism')
(22, u'expresses')
(22, u'expressing')
(22, u'expressions')
(22, u'failed')
(22, u'fingered')
(22, u'firmly')
(22, u'flame')
(22, u'flower')
(22, u'folly')
(22, u'fontaine')
(22, u'freddie')
(22, u'fury')
(22, u'fuss')
(22, u'gaze')
(22, u'gored')
(22, u'gotten')
(22, u'grin')
(22, u'grit')
(22, u'hawn')
(22, u'healthy')
(22, u'helmer')
(22, u'hostile')
(22, u'housing')
(22, u'humming')
(22, u'hyper')
(22, u'ian')
(22, u'iii')
(22, u'inc')
(22, u'inducing')
(22, u'infuses')
(22, u'inject')
(22, u'intacto')
(22, u'interminable')
(22, u'interpretations')
(22, u'investigate')
(22, u'invincible')
(22, u'ironically')
(22, u'jacquot')
(22, u'jumble')
(22, u'kafka')
(22, u'kicks')
(22, u'knock')
(22, u'kouyate')
(22, u'laptops')
(22, u'le')
(22, u'liking')
(22, u'limit')
(22, u'lyricism')
(22, u'macdowell')
(22, u'manifesto')
(22, u'marshall')
(22, u'masculine')
(22, u'maternal')
(22, u'mechanics')
(22, u'mission')
(22, u'modernize')
(22, u'moralizing')
(22, u'nash')
(22, u'newfoundland')
(22, u'ninety')
(22, u'nonconformist')
(22, u'obviousness')
(22, u'ol')
(22, u'oppressive')
(22, u'outbursts')
(22, u'outlandish')
(22, u'overwhelmed')
(22, u'pairing')
(22, u'palestinian')
(22, u'parental')
(22, u'passing')
(22, u'pedestal')
(22, u'perfunctory')
(22, u'pesky')
(22, u'pootie')
(22, u'possesses')
(22, u'potter')
(22, u'pressed')
(22, u'preview')
(22, u'principal')
(22, u'principals')
(22, u'profession')
(22, u'pronounce')
(22, u'psychedelic')
(22, u'ray')
(22, u'reacting')
(22, u'reducing')
(22, u'remaining')
(22, u'restraint')
(22, u'romanek')
(22, u'roughshod')
(22, u'round')
(22, u'sack')
(22, u'schools')
(22, u'screenings')
(22, u'seamy')
(22, u'shafer')
(22, u'signposts')
(22, u'simpson')
(22, u'solaris')
(22, u'spanning')
(22, u'speculative')
(22, u'spread')
(22, u'states')
(22, u'steals')
(22, u'stimulating')
(22, u'strangers')
(22, u'stumble')
(22, u'successes')
(22, u'sugary')
(22, u'summertime')
(22, u'sung')
(22, u'superhero')
(22, u'surfeit')
(22, u'suspects')
(22, u'sweetheart')
(22, u'switch')
(22, u'tackles')
(22, u'tall')
(22, u'tang')
(22, u'taps')
(22, u'terrorists')
(22, u'terry')
(22, u'thesis')
(22, u'ticking')
(22, u'tim')
(22, u'tuned')
(22, u'turmoil')
(22, u'tykwer')
(22, u'unexceptional')
(22, u'unexplainable')
(22, u'vampires')
(22, u'victimized')
(22, u'volatile')
(22, u'worldly')
(21, u'1960')
(21, u'451')
(21, u'65')
(21, u'7th')
(21, u'achievements')
(21, u'admirably')
(21, u'advance')
(21, u'aisle')
(21, u'amalgam')
(21, u'analytical')
(21, u'anchoring')
(21, u'annie')
(21, u'antidote')
(21, u'apparatus')
(21, u'appeals')
(21, u'appearance')
(21, u'apted')
(21, u'arty')
(21, u'asking')
(21, u'assassination')
(21, u'assume')
(21, u'audiard')
(21, u'bathos')
(21, u'bathtub')
(21, u'believability')
(21, u'billed')
(21, u'bob')
(21, u'bogged')
(21, u'brains')
(21, u'breathes')
(21, u'brusqueness')
(21, u'brutality')
(21, u'bubbly')
(21, u'bueller')
(21, u'byatt')
(21, u'calling')
(21, u'carrey')
(21, u'centers')
(21, u'challenged')
(21, u'coat')
(21, u'collapses')
(21, u'colour')
(21, u'conan')
(21, u'conceptual')
(21, u'convention')
(21, u'cope')
(21, u'copycat')
(21, u'corpse')
(21, u'corruption')
(21, u'cotton')
(21, u'crash')
(21, u'crew')
(21, u'crummy')
(21, u'danny')
(21, u'decadent')
(21, u'defiance')
(21, u'defined')
(21, u'denis')
(21, u'denouement')
(21, u'depends')
(21, u'destiny')
(21, u'detriment')
(21, u'dialog')
(21, u'dimensions')
(21, u'distracting')
(21, u'documentarians')
(21, u'dough')
(21, u'downtown')
(21, u'dread')
(21, u'drivel')
(21, u'dummies')
(21, u'edits')
(21, u'edward')
(21, u'emphasizing')
(21, u'enjoying')
(21, u'entity')
(21, u'essential')
(21, u'establishment')
(21, u'evaluate')
(21, u'experimentation')
(21, u'feral')
(21, u'fessenden')
(21, u'fictional')
(21, u'fighter')
(21, u'fixating')
(21, u'foibles')
(21, u'forcefulness')
(21, u'frat')
(21, u'freddy')
(21, u'fright')
(21, u'fulfilling')
(21, u'gondry')
(21, u'guessed')
(21, u'hanussen')
(21, u'hardened')
(21, u'harmon')
(21, u'harrison')
(21, u'heartbreakingly')
(21, u'heated')
(21, u'heightened')
(21, u'hilariously')
(21, u'hoary')
(21, u'hopefully')
(21, u'hopes')
(21, u'improvisation')
(21, u'incorporates')
(21, u'information')
(21, u'investment')
(21, u'israel')
(21, u'jazz')
(21, u'jolly')
(21, u'judge')
(21, u'klein')
(21, u'kosminsky')
(21, u'lear')
(21, u'lieutenant')
(21, u'lightness')
(21, u'likes')
(21, u'loathsome')
(21, u'lore')
(21, u'louis')
(21, u'manic')
(21, u'masochism')
(21, u'masses')
(21, u'meter')
(21, u'milieu')
(21, u'millions')
(21, u'misanthropic')
(21, u'morph')
(21, u'naturalism')
(21, u'network')
(21, u'nonetheless')
(21, u'novels')
(21, u'occur')
(21, u'oily')
(21, u'oleander')
(21, u'oliver')
(21, u'orbits')
(21, u'outdated')
(21, u'overbearing')
(21, u'pacino')
(21, u'parallels')
(21, u'passages')
(21, u'paste')
(21, u'payami')
(21, u'perils')
(21, u'philadelphia')
(21, u'piercing')
(21, u'pileup')
(21, u'pin')
(21, u'plans')
(21, u'precise')
(21, u'preoccupations')
(21, u'pretend')
(21, u'primitive')
(21, u'protect')
(21, u'publishing')
(21, u'putrid')
(21, u'quasi')
(21, u'quickie')
(21, u'radiant')
(21, u'rapidly')
(21, u'reasonable')
(21, u'reductive')
(21, u'regalia')
(21, u'rejected')
(21, u'relate')
(21, u'relaxed')
(21, u'relic')
(21, u'respond')
(21, u'ridiculousness')
(21, u'rotten')
(21, u'rowling')
(21, u'rugrats')
(21, u'sag')
(21, u'savor')
(21, u'schumacher')
(21, u'screams')
(21, u'scripting')
(21, u'searing')
(21, u'seattle')
(21, u'shearer')
(21, u'sheets')
(21, u'shoots')
(21, u'singles')
(21, u'sleazy')
(21, u'sparks')
(21, u'species')
(21, u'spectacles')
(21, u'spins')
(21, u'spookiness')
(21, u'sprightly')
(21, u'stallone')
(21, u'steady')
(21, u'sticking')
(21, u'stifling')
(21, u'stunningly')
(21, u'subtler')
(21, u'suggested')
(21, u'superficiality')
(21, u'swimfan')
(21, u'tatters')
(21, u'throat')
(21, u'trail')
(21, u'tunnels')
(21, u'turgid')
(21, u'uniformly')
(21, u'uniquely')
(21, u'units')
(21, u'urine')
(21, u'wills')
(21, u'wiseman')
(21, u'workshop')
(21, u'worlds')
(21, u'wrought')
(20, u'800')
(20, u'abrupt')
(20, u'accepts')
(20, u'acclaim')
(20, u'accompanies')
(20, u'aesthetic')
(20, u'aftertaste')
(20, u'aimlessly')
(20, u'al')
(20, u'allegedly')
(20, u'allowing')
(20, u'aloof')
(20, u'amuse')
(20, u'analysis')
(20, u'anatomical')
(20, u'antonio')
(20, u'applies')
(20, u'appointed')
(20, u'architecture')
(20, u'arguing')
(20, u'arrangements')
(20, u'arresting')
(20, u'artistes')
(20, u'assurance')
(20, u'atmospherics')
(20, u'attackers')
(20, u'audacity')
(20, u'barf')
(20, u'beacon')
(20, u'bean')
(20, u'beguiling')
(20, u'believer')
(20, u'bewitched')
(20, u'bilked')
(20, u'blanket')
(20, u'blip')
(20, u'bluescreen')
(20, u'blurry')
(20, u'board')
(20, u'bothers')
(20, u'bra')
(20, u'bridget')
(20, u'brush')
(20, u'california')
(20, u'caterer')
(20, u'characteristically')
(20, u'chateau')
(20, u'chimes')
(20, u'chuck')
(20, u'circle')
(20, u'claim')
(20, u'claude')
(20, u'clone')
(20, u'compulsively')
(20, u'concoction')
(20, u'coping')
(20, u'cox')
(20, u'cranky')
(20, u'crassly')
(20, u'creators')
(20, u'cricket')
(20, u'criticism')
(20, u'curmudgeon')
(20, u'cycle')
(20, u'cylinders')
(20, u'delinquent')
(20, u'delusional')
(20, u'demise')
(20, u'depraved')
(20, u'described')
(20, u'distanced')
(20, u'distinguish')
(20, u'distracted')
(20, u'distraction')
(20, u'disturbed')
(20, u'diversity')
(20, u'dogma')
(20, u'dominated')
(20, u'dope')
(20, u'downward')
(20, u'dr')
(20, u'dreck')
(20, u'driving')
(20, u'drooling')
(20, u'dumped')
(20, u'ecological')
(20, u'eileen')
(20, u'embraced')
(20, u'engagingly')
(20, u'enters')
(20, u'escapist')
(20, u'escort')
(20, u'ethical')
(20, u'ethics')
(20, u'excessively')
(20, u'experiment')
(20, u'experimental')
(20, u'fabulous')
(20, u'fascinate')
(20, u'fellowship')
(20, u'flag')
(20, u'flailing')
(20, u'flatulence')
(20, u'focuses')
(20, u'footed')
(20, u'forgiveness')
(20, u'formed')
(20, u'frankenstein')
(20, u'gai')
(20, u'gap')
(20, u'gary')
(20, u'goth')
(20, u'greedy')
(20, u'gunfight')
(20, u'healing')
(20, u'heartbreak')
(20, u'hellish')
(20, u'hickenlooper')
(20, u'histrionics')
(20, u'holy')
(20, u'homosexuality')
(20, u'hubert')
(20, u'hug')
(20, u'idemoto')
(20, u'immigrant')
(20, u'incorporate')
(20, u'inimitable')
(20, u'insider')
(20, u'instinct')
(20, u'insults')
(20, u'intelligently')
(20, u'iris')
(20, u'january')
(20, u'jelinek')
(20, u'joseph')
(20, u'joys')
(20, u'junkie')
(20, u'kiddies')
(20, u'knockout')
(20, u'laborious')
(20, u'laden')
(20, u'larky')
(20, u'larry')
(20, u'leaks')
(20, u'leaps')
(20, u'lily')
(20, u'linking')
(20, u'maelstrom')
(20, u'mendes')
(20, u'mercy')
(20, u'messing')
(20, u'military')
(20, u'miserable')
(20, u'moonlight')
(20, u'mulan')
(20, u'murk')
(20, u'nebrida')
(20, u'neighbor')
(20, u'nicest')
(20, u'nightmarish')
(20, u'ninth')
(20, u'noticing')
(20, u'nourishing')
(20, u'noyce')
(20, u'nutty')
(20, u'online')
(20, u'origins')
(20, u'paintings')
(20, u'palatable')
(20, u'paperbacks')
(20, u'partisans')
(20, u'partners')
(20, u'pee')
(20, u'per')
(20, u'perpetual')
(20, u'pinnacle')
(20, u'placement')
(20, u'polemical')
(20, u'population')
(20, u'potency')
(20, u'procedure')
(20, u'psychopathic')
(20, u'pushed')
(20, u'qatsi')
(20, u'quirkiness')
(20, u'randomness')
(20, u'rapt')
(20, u'realization')
(20, u'received')
(20, u'recently')
(20, u'repellent')
(20, u'reptilian')
(20, u'returning')
(20, u'revel')
(20, u'ripper')
(20, u'route')
(20, u'salute')
(20, u'satisfyingly')
(20, u'seater')
(20, u'sensitivities')
(20, u'serenity')
(20, u'shirt')
(20, u'shopping')
(20, u'siege')
(20, u'sillier')
(20, u'smallest')
(20, u'smooth')
(20, u'squirm')
(20, u'stable')
(20, u'stamina')
(20, u'steeped')
(20, u'stewart')
(20, u'stooping')
(20, u'stores')
(20, u'strained')
(20, u'strongest')
(20, u'stumbles')
(20, u'stuttering')
(20, u'subgenre')
(20, u'successor')
(20, u'succumbing')
(20, u'suitable')
(20, u'superbly')
(20, u'surroundings')
(20, u'symbolic')
(20, u'tat')
(20, u'tattoo')
(20, u'telemarketers')
(20, u'testud')
(20, u'tinted')
(20, u'tissues')
(20, u'tract')
(20, u'transcendent')
(20, u'transformed')
(20, u'triple')
(20, u'trope')
(20, u'turbulent')
(20, u'tweaked')
(20, u'undemanding')
(20, u'undercut')
(20, u'unforgettable')
(20, u'unsurprising')
(20, u'updating')
(20, u'urgently')
(20, u'vibe')
(20, u'victories')
(20, u'visible')
(20, u'visions')
(20, u'volume')
(20, u'vulnerability')
(20, u'wang')
(20, u'watched')
(20, u'weekend')
(20, u'wherever')
(20, u'wilder')
(20, u'winded')
(20, u'zippy')
(19, u'170')
(19, u'2000')
(19, u'acquainted')
(19, u'advised')
(19, u'agenda')
(19, u'aristocrats')
(19, u'armed')
(19, u'arnie')
(19, u'artfully')
(19, u'artificiality')
(19, u'astray')
(19, u'atrocious')
(19, u'babysitter')
(19, u'backyard')
(19, u'balancing')
(19, u'balm')
(19, u'bargain')
(19, u'barriers')
(19, u'basement')
(19, u'bet')
(19, u'blab')
(19, u'bonding')
(19, u'brogue')
(19, u'butter')
(19, u'butterflies')
(19, u'calculating')
(19, u'cam')
(19, u'careens')
(19, u'careers')
(19, u'caricatures')
(19, u'cassavetes')
(19, u'catherine')
(19, u'challenges')
(19, u'cheaper')
(19, u'cherry')
(19, u'claw')
(19, u'cloyingly')
(19, u'codswallop')
(19, u'collinwood')
(19, u'column')
(19, u'comment')
(19, u'comments')
(19, u'conception')
(19, u'concocted')
(19, u'consequence')
(19, u'contemporaries')
(19, u'conundrum')
(19, u'corrupt')
(19, u'crashing')
(19, u'crazed')
(19, u'credited')
(19, u'curdling')
(19, u'curse')
(19, u'delectable')
(19, u'demonstrating')
(19, u'depict')
(19, u'devastatingly')
(19, u'developments')
(19, u'dick')
(19, u'died')
(19, u'digest')
(19, u'discreet')
(19, u'dismiss')
(19, u'distortions')
(19, u'ditsy')
(19, u'doorstep')
(19, u'dramatics')
(19, u'drum')
(19, u'dysfunction')
(19, u'effectiveness')
(19, u'elfriede')
(19, u'energies')
(19, u'ethos')
(19, u'evolution')
(19, u'expedience')
(19, u'explains')
(19, u'explanation')
(19, u'extension')
(19, u'fault')
(19, u'fiend')
(19, u'fincher')
(19, u'fondness')
(19, u'footnote')
(19, u'forum')
(19, u'freud')
(19, u'functions')
(19, u'gain')
(19, u'gallery')
(19, u'gas')
(19, u'gaudy')
(19, u'geared')
(19, u'genitals')
(19, u'gliding')
(19, u'glum')
(19, u'golf')
(19, u'grain')
(19, u'grave')
(19, u'grotesque')
(19, u'hairs')
(19, u'haul')
(19, u'hawke')
(19, u'heed')
(19, u'hired')
(19, u'humanistic')
(19, u'hustler')
(19, u'idiocy')
(19, u'immaturity')
(19, u'improved')
(19, u'increase')
(19, u'infusion')
(19, u'inherently')
(19, u'innocuous')
(19, u'innovations')
(19, u'insanity')
(19, u'intact')
(19, u'interests')
(19, u'invasion')
(19, u'invited')
(19, u'irreparable')
(19, u'irrepressible')
(19, u'jake')
(19, u'janklowicz')
(19, u'jeff')
(19, u'jokey')
(19, u'julie')
(19, u'jumps')
(19, u'kane')
(19, u'kinky')
(19, u'lake')
(19, u'law')
(19, u'leash')
(19, u'leery')
(19, u'lend')
(19, u'lens')
(19, u'levity')
(19, u'likeable')
(19, u'literature')
(19, u'littered')
(19, u'liu')
(19, u'lizard')
(19, u'longtime')
(19, u'loser')
(19, u'lover')
(19, u'lulls')
(19, u'macabre')
(19, u'maddeningly')
(19, u'mail')
(19, u'males')
(19, u'markets')
(19, u'mcdormand')
(19, u'messenger')
(19, u'miscalculation')
(19, u'mistaken')
(19, u'mongering')
(19, u'mormon')
(19, u'motives')
(19, u'moviegoer')
(19, u'nachtwey')
(19, u'nba')
(19, u'nemesis')
(19, u'newfangled')
(19, u'nickelodeon')
(19, u'noticeably')
(19, u'officer')
(19, u'orange')
(19, u'orchard')
(19, u'orlando')
(19, u'outweighs')
(19, u'overused')
(19, u'pal')
(19, u'perdition')
(19, u'permeates')
(19, u'pinochet')
(19, u'playlist')
(19, u'poo')
(19, u'porridge')
(19, u'powered')
(19, u'prim')
(19, u'probation')
(19, u'prone')
(19, u'publicity')
(19, u'quivering')
(19, u'racing')
(19, u'rapes')
(19, u'rat')
(19, u'reactionary')
(19, u'refugee')
(19, u'repartee')
(19, u'restrained')
(19, u'revisionist')
(19, u'ridicule')
(19, u'ritter')
(19, u'rubbo')
(19, u'sabotage')
(19, u'satisfaction')
(19, u'scarier')
(19, u'scientist')
(19, u'seductive')
(19, u'seller')
(19, u'sellers')
(19, u'sensuous')
(19, u'servants')
(19, u'shiver')
(19, u'skillful')
(19, u'slathered')
(19, u'sloppily')
(19, u'smugly')
(19, u'spellbinding')
(19, u'spirituality')
(19, u'spontaneous')
(19, u'sportsmen')
(19, u'spouses')
(19, u'staring')
(19, u'starving')
(19, u'storm')
(19, u'streak')
(19, u'stream')
(19, u'streets')
(19, u'stretch')
(19, u'substances')
(19, u'sucks')
(19, u'superficially')
(19, u'surviving')
(19, u'swank')
(19, u'swooning')
(19, u'tastelessness')
(19, u'taxi')
(19, u'thatcher')
(19, u'thinness')
(19, u'thirds')
(19, u'thoughtfulness')
(19, u'threshold')
(19, u'toes')
(19, u'toothless')
(19, u'traverse')
(19, u'troubled')
(19, u'ugliness')
(19, u'unaffected')
(19, u'uncle')
(19, u'walker')
(19, u'walls')
(19, u'wanders')
(19, u'weaving')
(19, u'widow')
(19, u'wondrously')
(18, u'1960s')
(18, u'1975')
(18, u'24')
(18, u'25')
(18, u'300')
(18, u'86')
(18, u'94')
(18, u'ably')
(18, u'absurdist')
(18, u'addressing')
(18, u'admitted')
(18, u'advertised')
(18, u'affectionate')
(18, u'afloat')
(18, u'alexandre')
(18, u'anemic')
(18, u'architect')
(18, u'arthur')
(18, u'asset')
(18, u'athleticism')
(18, u'austen')
(18, u'avarice')
(18, u'backmasking')
(18, u'banality')
(18, u'batch')
(18, u'beaten')
(18, u'bling')
(18, u'bloodstream')
(18, u'bodied')
(18, u'bought')
(18, u'brave')
(18, u'broader')
(18, u'broadly')
(18, u'bronx')
(18, u'bugsy')
(18, u'burstein')
(18, u'busting')
(18, u'bygone')
(18, u'calibrated')
(18, u'camaraderie')
(18, u'cannon')
(18, u'cathartic')
(18, u'cheery')
(18, u'chicken')
(18, u'circumstantial')
(18, u'clamorous')
(18, u'closest')
(18, u'clung')
(18, u'clunky')
(18, u'coaster')
(18, u'cockettes')
(18, u'cocky')
(18, u'collect')
(18, u'combustible')
(18, u'companion')
(18, u'competence')
(18, u'complacency')
(18, u'composer')
(18, u'connections')
(18, u'convincingly')
(18, u'cows')
(18, u'cram')
(18, u'creeping')
(18, u'cushion')
(18, u'dearth')
(18, u'deckhand')
(18, u'define')
(18, u'depress')
(18, u'destined')
(18, u'destroying')
(18, u'detective')
(18, u'dey')
(18, u'diane')
(18, u'discernible')
(18, u'dispossessed')
(18, u'dive')
(18, u'dogtown')
(18, u'dual')
(18, u'eisenstein')
(18, u'elbowed')
(18, u'election')
(18, u'elm')
(18, u'endeavour')
(18, u'endings')
(18, u'engineering')
(18, u'enlightening')
(18, u'everyman')
(18, u'ex')
(18, u'expects')
(18, u'explosive')
(18, u'famine')
(18, u'fart')
(18, u'fascinated')
(18, u'fascination')
(18, u'faults')
(18, u'favour')
(18, u'fees')
(18, u'feisty')
(18, u'ferrara')
(18, u'finesse')
(18, u'flabby')
(18, u'flatter')
(18, u'flickering')
(18, u'flowers')
(18, u'flying')
(18, u'fragmented')
(18, u'frissons')
(18, u'fueled')
(18, u'funk')
(18, u'gaps')
(18, u'globalizing')
(18, u'goers')
(18, u'goofiest')
(18, u'goofiness')
(18, u'gracefully')
(18, u'grossly')
(18, u'gusto')
(18, u'handling')
(18, u'haphazard')
(18, u'helm')
(18, u'hokey')
(18, u'holofcener')
(18, u'homicide')
(18, u'hopelessly')
(18, u'hothouse')
(18, u'humble')
(18, u'humility')
(18, u'hurts')
(18, u'iceberg')
(18, u'impersonation')
(18, u'inauthentic')
(18, u'include')
(18, u'injustices')
(18, u'insensitivity')
(18, u'interestingly')
(18, u'inuit')
(18, u'iq')
(18, u'jacques')
(18, u'jaunt')
(18, u'jersey')
(18, u'jesse')
(18, u'jessica')
(18, u'jfk')
(18, u'jonze')
(18, u'journalist')
(18, u'journalists')
(18, u'kalvert')
(18, u'karen')
(18, u'kim')
(18, u'kurt')
(18, u'label')
(18, u'lan')
(18, u'lecter')
(18, u'legend')
(18, u'letterman')
(18, u'liang')
(18, u'lisping')
(18, u'logical')
(18, u'lucas')
(18, u'lurches')
(18, u'mall')
(18, u'margaret')
(18, u'marginally')
(18, u'mcgrath')
(18, u'meal')
(18, u'meaty')
(18, u'meddles')
(18, u'michelle')
(18, u'milestones')
(18, u'ming')
(18, u'minority')
(18, u'model')
(18, u'monday')
(18, u'mores')
(18, u'motivation')
(18, u'mournful')
(18, u'mug')
(18, u'mummy')
(18, u'mush')
(18, u'musings')
(18, u'mystic')
(18, u'narrated')
(18, u'nationally')
(18, u'nationwide')
(18, u'navel')
(18, u'negative')
(18, u'nonstop')
(18, u'numerous')
(18, u'objects')
(18, u'offerings')
(18, u'ominous')
(18, u'operates')
(18, u'oprah')
(18, u'ops')
(18, u'opts')
(18, u'oral')
(18, u'orwell')
(18, u'outright')
(18, u'palaver')
(18, u'paradoxically')
(18, u'partnerships')
(18, u'passe')
(18, u'paulette')
(18, u'penchant')
(18, u'phillip')
(18, u'photos')
(18, u'physically')
(18, u'pipeline')
(18, u'plainly')
(18, u'pollution')
(18, u'portraits')
(18, u'portraying')
(18, u'prevents')
(18, u'prince')
(18, u'projection')
(18, u'proposal')
(18, u'provincial')
(18, u'psychic')
(18, u'punchy')
(18, u'quadrangle')
(18, u'rated')
(18, u'reflects')
(18, u'relying')
(18, u'remakes')
(18, u'restrictive')
(18, u'retooled')
(18, u'revulsion')
(18, u'rewarded')
(18, u'rotoscope')
(18, u'rubenesque')
(18, u'ruggero')
(18, u'ruinous')
(18, u'rustic')
(18, u'sacrifices')
(18, u'sadism')
(18, u'salle')
(18, u'scariest')
(18, u'scarifying')
(18, u'scrapbook')
(18, u'screenplays')
(18, u'scribe')
(18, u'seal')
(18, u'sealed')
(18, u'seasoned')
(18, u'sensationalism')
(18, u'septic')
(18, u'settle')
(18, u'setups')
(18, u'sexist')
(18, u'shapes')
(18, u'shorts')
(18, u'showdown')
(18, u'shrieky')
(18, u'sibling')
(18, u'sidesplitting')
(18, u'sledgehammer')
(18, u'smeared')
(18, u'snail')
(18, u'sneaky')
(18, u'spectrum')
(18, u'spousal')
(18, u'standup')
(18, u'stanley')
(18, u'stardom')
(18, u'staying')
(18, u'stolid')
(18, u'strings')
(18, u'stripped')
(18, u'struggles')
(18, u'subplot')
(18, u'suggesting')
(18, u'supermarket')
(18, u'surrounded')
(18, u'suspected')
(18, u'swan')
(18, u'swoony')
(18, u'symbolism')
(18, u'synagogue')
(18, u'tabloids')
(18, u'tagline')
(18, u'tangled')
(18, u'tarantula')
(18, u'tavernier')
(18, u'tax')
(18, u'terminally')
(18, u'tightrope')
(18, u'tons')
(18, u'topics')
(18, u'topple')
(18, u'tormented')
(18, u'totalitarian')
(18, u'tougher')
(18, u'travails')
(18, u'trial')
(18, u'trimming')
(18, u'tucked')
(18, u'twisty')
(18, u'underestimated')
(18, u'unleashes')
(18, u'unmentionable')
(18, u'unsatisfied')
(18, u'unspool')
(18, u'vacation')
(18, u'variation')
(18, u'vaudeville')
(18, u'volcano')
(18, u'wayne')
(18, u'weightless')
(18, u'windshield')
(18, u'workout')
(18, u'wounds')
(18, u'youngsters')
(17, u'110')
(17, u'4ever')
(17, u'99')
(17, u'abhorrent')
(17, u'absurdities')
(17, u'academic')
(17, u'accepting')
(17, u'accomplish')
(17, u'achieving')
(17, u'actuary')
(17, u'adage')
(17, u'addict')
(17, u'adding')
(17, u'aleck')
(17, u'apollo')
(17, u'approaches')
(17, u'ararat')
(17, u'arm')
(17, u'ascends')
(17, u'assess')
(17, u'attacks')
(17, u'attendant')
(17, u'auteil')
(17, u'autopsy')
(17, u'backgrounds')
(17, u'barbera')
(17, u'bark')
(17, u'befallen')
(17, u'bender')
(17, u'bonds')
(17, u'boozy')
(17, u'boundaries')
(17, u'bourgeois')
(17, u'brainless')
(17, u'broiling')
(17, u'brooms')
(17, u'bush')
(17, u'butt')
(17, u'cardboard')
(17, u'centering')
(17, u'chafing')
(17, u'charade')
(17, u'charitable')
(17, u'cheapo')
(17, u'cheeky')
(17, u'chewing')
(17, u'chopsocky')
(17, u'cinematographer')
(17, u'cities')
(17, u'claud')
(17, u'clobbering')
(17, u'clock')
(17, u'collapse')
(17, u'collide')
(17, u'commenting')
(17, u'commercialism')
(17, u'compels')
(17, u'concentrates')
(17, u'condescension')
(17, u'constraints')
(17, u'costuming')
(17, u'crank')
(17, u'creeps')
(17, u'dante')
(17, u'davies')
(17, u'decrepit')
(17, u'defiantly')
(17, u'device')
(17, u'diabolical')
(17, u'didacticism')
(17, u'difficulty')
(17, u'discarded')
(17, u'discomfort')
(17, u'discordant')
(17, u'doc')
(17, u'docu')
(17, u'dogmatism')
(17, u'drab')
(17, u'drains')
(17, u'dropping')
(17, u'drowsy')
(17, u'egregious')
(17, u'el')
(17, u'elevated')
(17, u'employment')
(17, u'enemy')
(17, u'ennui')
(17, u'entered')
(17, u'epiphany')
(17, u'errol')
(17, u'escaped')
(17, u'evoking')
(17, u'excursion')
(17, u'expertly')
(17, u'expiration')
(17, u'explain')
(17, u'explaining')
(17, u'explicit')
(17, u'extremes')
(17, u'factors')
(17, u'failings')
(17, u'fanatics')
(17, u'fantasma')
(17, u'fatter')
(17, u'fearful')
(17, u'fever')
(17, u'fishy')
(17, u'fleshed')
(17, u'flush')
(17, u'forest')
(17, u'fraser')
(17, u'freshly')
(17, u'freundlich')
(17, u'fundamentally')
(17, u'furiously')
(17, u'globe')
(17, u'goggles')
(17, u'goldmember')
(17, u'gooding')
(17, u'grounded')
(17, u'grownups')
(17, u'hamming')
(17, u'handles')
(17, u'hanging')
(17, u'hanna')
(17, u'harm')
(17, u'hayek')
(17, u'helping')
(17, u'heyday')
(17, u'holland')
(17, u'horse')
(17, u'humanism')
(17, u'hypocritical')
(17, u'hysterics')
(17, u'illogical')
(17, u'illusion')
(17, u'imagined')
(17, u'immediacy')
(17, u'implies')
(17, u'impulsive')
(17, u'inability')
(17, u'included')
(17, u'indecent')
(17, u'indescribably')
(17, u'indifferent')
(17, u'injustice')
(17, u'integrated')
(17, u'introducing')
(17, u'ireland')
(17, u'ish')
(17, u'jia')
(17, u'jimmy')
(17, u'joie')
(17, u'jonathan')
(17, u'juice')
(17, u'kinetic')
(17, u'koepp')
(17, u'koury')
(17, u'krige')
(17, u'la')
(17, u'languid')
(17, u'leap')
(17, u'learns')
(17, u'leavened')
(17, u'leigh')
(17, u'lengthy')
(17, u'liberalism')
(17, u'lint')
(17, u'listening')
(17, u'loveable')
(17, u'lurking')
(17, u'magnolia')
(17, u'maid')
(17, u'margin')
(17, u'married')
(17, u'mergers')
(17, u'mick')
(17, u'mixing')
(17, u'mockumentary')
(17, u'mom')
(17, u'moralistic')
(17, u'multiple')
(17, u'musset')
(17, u'myrtle')
(17, u'neorealism')
(17, u'neutral')
(17, u'norton')
(17, u'noticeable')
(17, u'novak')
(17, u'overcomes')
(17, u'overflowing')
(17, u'overlook')
(17, u'owned')
(17, u'pbs')
(17, u'penance')
(17, u'pencil')
(17, u'penn')
(17, u'performer')
(17, u'petri')
(17, u'phoenix')
(17, u'pickup')
(17, u'plate')
(17, u'plucks')
(17, u'plunge')
(17, u'pore')
(17, u'potshots')
(17, u'preceded')
(17, u'predisposed')
(17, u'principles')
(17, u'profanity')
(17, u'progress')
(17, u'promoter')
(17, u'proved')
(17, u'punny')
(17, u'pushiness')
(17, u'radioactive')
(17, u'recycling')
(17, u'rediscover')
(17, u'regards')
(17, u'reinforcement')
(17, u'reliance')
(17, u'religion')
(17, u'renner')
(17, u'reprieve')
(17, u'resembling')
(17, u'retains')
(17, u'revisited')
(17, u'risky')
(17, u'rivalry')
(17, u'roller')
(17, u'rousing')
(17, u'ruins')
(17, u'rumination')
(17, u'rut')
(17, u'saddle')
(17, u'sanctimonious')
(17, u'schedule')
(17, u'schnitzler')
(17, u'semen')
(17, u'september')
(17, u'seriousness')
(17, u'sharpener')
(17, u'sharper')
(17, u'shatters')
(17, u'shimmering')
(17, u'shmear')
(17, u'signals')
(17, u'significantly')
(17, u'simpsons')
(17, u'skillfully')
(17, u'skulls')
(17, u'skyscraper')
(17, u'slanted')
(17, u'slash')
(17, u'smaller')
(17, u'snore')
(17, u'soil')
(17, u'sought')
(17, u'speed')
(17, u'speedy')
(17, u'spends')
(17, u'spiffy')
(17, u'spits')
(17, u'squandering')
(17, u'stacked')
(17, u'stake')
(17, u'stare')
(17, u'stevenson')
(17, u'stoop')
(17, u'strands')
(17, u'strays')
(17, u'stress')
(17, u'stylings')
(17, u'sublimely')
(17, u'subtitled')
(17, u'suggestive')
(17, u'suitcase')
(17, u'superhuman')
(17, u'supposedly')
(17, u'surrenders')
(17, u'surveillance')
(17, u'swedish')
(17, u'taboo')
(17, u'tarzan')
(17, u'technologies')
(17, u'teendom')
(17, u'telegrams')
(17, u'tend')
(17, u'thankless')
(17, u'theatrically')
(17, u'thoughtfully')
(17, u'threw')
(17, u'thrives')
(17, u'thrust')
(17, u'tonal')
(17, u'tony')
(17, u'tops')
(17, u'transcendence')
(17, u'transfigures')
(17, u'treads')
(17, u'tremors')
(17, u'truncheoning')
(17, u'tunes')
(17, u'tunney')
(17, u'unbearable')
(17, u'underscore')
(17, u'unendurable')
(17, u'unknowable')
(17, u'unpretentious')
(17, u'upscale')
(17, u'vastly')
(17, u'vat')
(17, u'vh1')
(17, u'wander')
(17, u'wash')
(17, u'watts')
(17, u'weasels')
(17, u'weirdo')
(17, u'wiser')
(17, u'wore')
(17, u'yorkers')
(16, u'102')
(16, u'10th')
(16, u'1915')
(16, u'1920')
(16, u'1940s')
(16, u'1987')
(16, u'30s')
(16, u'85')
(16, u'abomination')
(16, u'abrahams')
(16, u'accuracy')
(16, u'acquired')
(16, u'addresses')
(16, u'adherents')
(16, u'administration')
(16, u'adorably')
(16, u'adrian')
(16, u'affable')
(16, u'airhead')
(16, u'altar')
(16, u'amateur')
(16, u'amnesiac')
(16, u'amoral')
(16, u'amp')
(16, u'aplenty')
(16, u'applying')
(16, u'approaching')
(16, u'arduous')
(16, u'areas')
(16, u'argues')
(16, u'assumption')
(16, u'authenticity')
(16, u'averting')
(16, u'babes')
(16, u'bacon')
(16, u'bale')
(16, u'bankrupt')
(16, u'bars')
(16, u'belgium')
(16, u'bickle')
(16, u'bleakness')
(16, u'blithe')
(16, u'blunt')
(16, u'bluster')
(16, u'boundary')
(16, u'breakingly')
(16, u'breathless')
(16, u'burrito')
(16, u'cackles')
(16, u'caffeinated')
(16, u'caretakers')
(16, u'carlin')
(16, u'cartons')
(16, u'cary')
(16, u'catalyst')
(16, u'caustic')
(16, u'cherish')
(16, u'chomp')
(16, u'classified')
(16, u'cluelessness')
(16, u'cocoon')
(16, u'cogent')
(16, u'columbine')
(16, u'commonplace')
(16, u'communicates')
(16, u'companionable')
(16, u'compromised')
(16, u'conclusions')
(16, u'conspirators')
(16, u'continuation')
(16, u'counts')
(16, u'courageous')
(16, u'cowering')
(16, u'crafty')
(16, u'creed')
(16, u'cremaster')
(16, u'critic')
(16, u'crowded')
(16, u'cruelty')
(16, u'crypt')
(16, u'crystal')
(16, u'culkin')
(16, u'decibel')
(16, u'defense')
(16, u'denzel')
(16, u'depression')
(16, u'desiccated')
(16, u'difficulties')
(16, u'digits')
(16, u'diminishing')
(16, u'diner')
(16, u'disappointments')
(16, u'disorientated')
(16, u'distort')
(16, u'doles')
(16, u'donald')
(16, u'doubts')
(16, u'douglas')
(16, u'downsizing')
(16, u'dramedy')
(16, u'dreamed')
(16, u'dreaming')
(16, u'drumline')
(16, u'dupe')
(16, u'eagerness')
(16, u'eagle')
(16, u'ebullient')
(16, u'eerily')
(16, u'elbows')
(16, u'elude')
(16, u'empowering')
(16, u'epps')
(16, u'equalizer')
(16, u'eroticism')
(16, u'estrogen')
(16, u'everywhere')
(16, u'exposes')
(16, u'facial')
(16, u'fanatical')
(16, u'fantasia')
(16, u'feminine')
(16, u'fiascos')
(16, u'figuring')
(16, u'fireballs')
(16, u'fizzle')
(16, u'flames')
(16, u'flatula')
(16, u'flawless')
(16, u'flight')
(16, u'flowery')
(16, u'foremost')
(16, u'forgets')
(16, u'fortune')
(16, u'framework')
(16, u'freighter')
(16, u'frenetic')
(16, u'friendships')
(16, u'frighten')
(16, u'frothy')
(16, u'gaiety')
(16, u'gamble')
(16, u'gentility')
(16, u'gimmick')
(16, u'gimmicky')
(16, u'glitter')
(16, u'glorification')
(16, u'glover')
(16, u'gratingly')
(16, u'gremlins')
(16, u'grenade')
(16, u'griffiths')
(16, u'grimace')
(16, u'grinder')
(16, u'guest')
(16, u'gullets')
(16, u'hallucinatory')
(16, u'hammer')
(16, u'hampered')
(16, u'handbag')
(16, u'hardy')
(16, u'harvesting')
(16, u'haunts')
(16, u'hitch')
(16, u'holding')
(16, u'honorable')
(16, u'hooting')
(16, u'hopped')
(16, u'hopping')
(16, u'humiliation')
(16, u'hurry')
(16, u'hyped')
(16, u'identification')
(16, u'igby')
(16, u'ignorant')
(16, u'ills')
(16, u'immersed')
(16, u'inadvertent')
(16, u'individuals')
(16, u'inertia')
(16, u'inestimable')
(16, u'infatuated')
(16, u'infectious')
(16, u'insightfully')
(16, u'insists')
(16, u'intellectually')
(16, u'interplay')
(16, u'interviewees')
(16, u'intro')
(16, u'invented')
(16, u'irksome')
(16, u'irresistibly')
(16, u'iwai')
(16, u'jagged')
(16, u'jam')
(16, u'kept')
(16, u'kidnappings')
(16, u'killers')
(16, u'kilmer')
(16, u'knoxville')
(16, u'ladder')
(16, u'lamer')
(16, u'leaping')
(16, u'legally')
(16, u'lengths')
(16, u'li')
(16, u'license')
(16, u'litmus')
(16, u'liza')
(16, u'lugosi')
(16, u'lumpen')
(16, u'lunchers')
(16, u'luridly')
(16, u'majestic')
(16, u'majidi')
(16, u'majority')
(16, u'marred')
(16, u'mcdonald')
(16, u'menacing')
(16, u'midlife')
(16, u'mired')
(16, u'misty')
(16, u'mixer')
(16, u'morbidity')
(16, u'mounted')
(16, u'murderous')
(16, u'musicals')
(16, u'myers')
(16, u'nails')
(16, u'navigate')
(16, u'nominated')
(16, u'olivier')
(16, u'oozing')
(16, u'opposite')
(16, u'option')
(16, u'orders')
(16, u'orphans')
(16, u'overladen')
(16, u'overwhelms')
(16, u'ozpetek')
(16, u'pan')
(16, u'panic')
(16, u'panoramic')
(16, u'passive')
(16, u'pasty')
(16, u'pause')
(16, u'pen')
(16, u'peppered')
(16, u'persecuted')
(16, u'perseverance')
(16, u'personified')
(16, u'phifer')
(16, u'philippe')
(16, u'plethora')
(16, u'politesse')
(16, u'pompous')
(16, u'posterity')
(16, u'powerpuff')
(16, u'predominantly')
(16, u'pregnant')
(16, u'preliminary')
(16, u'prior')
(16, u'prissy')
(16, u'promisingly')
(16, u'protective')
(16, u'provided')
(16, u'puff')
(16, u'pulchritude')
(16, u'pumpkin')
(16, u'punches')
(16, u'pyrotechnics')
(16, u'quirkily')
(16, u'quotations')
(16, u'rampant')
(16, u'recognized')
(16, u'recommending')
(16, u'recycle')
(16, u'regain')
(16, u'releasing')
(16, u'responsibilities')
(16, u'retooling')
(16, u'ringing')
(16, u'robust')
(16, u'rohypnol')
(16, u'rolls')
(16, u'roy')
(16, u'ruthless')
(16, u'sacrificed')
(16, u'sadistic')
(16, u'sanguine')
(16, u'satisfactory')
(16, u'scooped')
(16, u'scottish')
(16, u'sean')
(16, u'seasonal')
(16, u'selby')
(16, u'sensation')
(16, u'shapable')
(16, u'sharing')
(16, u'sharpie')
(16, u'sheridan')
(16, u'shocker')
(16, u'shortcomings')
(16, u'shu')
(16, u'shut')
(16, u'sideshow')
(16, u'sights')
(16, u'signpost')
(16, u'siuation')
(16, u'skeletons')
(16, u'slaps')
(16, u'slim')
(16, u'smacks')
(16, u'soars')
(16, u'soliloquies')
(16, u'sophomore')
(16, u'spelled')
(16, u'stamp')
(16, u'stepdad')
(16, u'stevens')
(16, u'stew')
(16, u'stoops')
(16, u'streamed')
(16, u'strokes')
(16, u'strutting')
(16, u'subordinate')
(16, u'sucking')
(16, u'suitably')
(16, u'survivable')
(16, u'survived')
(16, u'switches')
(16, u'synching')
(16, u'tacky')
(16, u'tactics')
(16, u'talks')
(16, u'tame')
(16, u'technological')
(16, u'tenderness')
(16, u'theatrics')
(16, u'theorist')
(16, u'thornberrys')
(16, u'thunderstorms')
(16, u'tian')
(16, u'tickets')
(16, u'timelessness')
(16, u'toast')
(16, u'tonto')
(16, u'tossed')
(16, u'translate')
(16, u'travis')
(16, u'triteness')
(16, u'trots')
(16, u'tucker')
(16, u'turd')
(16, u'unbearably')
(16, u'undernourished')
(16, u'unhurried')
(16, u'united')
(16, u'unmemorable')
(16, u'unruly')
(16, u'unwatchable')
(16, u'urges')
(16, u'valiant')
(16, u'valiantly')
(16, u'verge')
(16, u'verges')
(16, u'vicious')
(16, u'visualize')
(16, u'waterboy')
(16, u'watered')
(16, u'whatsoever')
(16, u'wicked')
(16, u'wisecracking')
(16, u'woe')
(16, u'worm')
(16, u'wwii')
(16, u'xerox')
(16, u'zaidan')
(16, u'zealand')
(15, u'103')
(15, u'104')
(15, u'146')
(15, u'1973')
(15, u'1995')
(15, u'40s')
(15, u'72')
(15, u'aaliyah')
(15, u'absorption')
(15, u'accumulates')
(15, u'accuse')
(15, u'addams')
(15, u'adjective')
(15, u'adjusting')
(15, u'adrenalin')
(15, u'akin')
(15, u'ali')
(15, u'amini')
(15, u'amish')
(15, u'anguished')
(15, u'anniversary')
(15, u'anthology')
(15, u'ants')
(15, u'archibald')
(15, u'archival')
(15, u'argento')
(15, u'arrow')
(15, u'assault')
(15, u'australian')
(15, u'authentically')
(15, u'awarded')
(15, u'awfulness')
(15, u'awry')
(15, u'ballet')
(15, u'baloney')
(15, u'baran')
(15, u'barbara')
(15, u'bathroom')
(15, u'beard')
(15, u'bearing')
(15, u'behaving')
(15, u'bela')
(15, u'beliefs')
(15, u'benefits')
(15, u'bikes')
(15, u'bile')
(15, u'bills')
(15, u'bisset')
(15, u'blah')
(15, u'blowout')
(15, u'boisterous')
(15, u'bolt')
(15, u'bores')
(15, u'bouncy')
(15, u'bowel')
(15, u'bracingly')
(15, u'bravado')
(15, u'bread')
(15, u'brew')
(15, u'brio')
(15, u'brittle')
(15, u'brushes')
(15, u'bryan')
(15, u'bubble')
(15, u'cagney')
(15, u'cameos')
(15, u'campfire')
(15, u'candid')
(15, u'cannibal')
(15, u'capability')
(15, u'captured')
(15, u'cards')
(15, u'chatty')
(15, u'cheated')
(15, u'cheering')
(15, u'cheesiest')
(15, u'chillingly')
(15, u'choreographed')
(15, u'chouraqui')
(15, u'churn')
(15, u'cinematically')
(15, u'closet')
(15, u'coal')
(15, u'coast')
(15, u'cockney')
(15, u'cocktail')
(15, u'coda')
(15, u'cognizant')
(15, u'coke')
(15, u'complexly')
(15, u'composure')
(15, u'conceive')
(15, u'confessions')
(15, u'confluence')
(15, u'conspiracies')
(15, u'contemplative')
(15, u'contradiction')
(15, u'contrivance')
(15, u'corniest')
(15, u'crackers')
(15, u'crooks')
(15, u'crossed')
(15, u'cuisine')
(15, u'cussing')
(15, u'daddy')
(15, u'dampened')
(15, u'dangerously')
(15, u'dani')
(15, u'dated')
(15, u'defecates')
(15, u'defiant')
(15, u'delay')
(15, u'delighted')
(15, u'dependence')
(15, u'deserving')
(15, u'deterioration')
(15, u'developing')
(15, u'devote')
(15, u'devotees')
(15, u'diggs')
(15, u'diplomacy')
(15, u'disabilities')
(15, u'disappearing')
(15, u'discipline')
(15, u'distinction')
(15, u'ditched')
(15, u'drang')
(15, u'drinker')
(15, u'drips')
(15, u'dullard')
(15, u'eccentrics')
(15, u'edged')
(15, u'electra')
(15, u'elephant')
(15, u'elevates')
(15, u'elicit')
(15, u'emergence')
(15, u'empathizes')
(15, u'employ')
(15, u'employs')
(15, u'endangered')
(15, u'enforced')
(15, u'england')
(15, u'ensues')
(15, u'equals')
(15, u'equation')
(15, u'erects')
(15, u'escapes')
(15, u'exoticism')
(15, u'expensive')
(15, u'fabian')
(15, u'fallible')
(15, u'fallon')
(15, u'favorites')
(15, u'fax')
(15, u'fiercely')
(15, u'fighters')
(15, u'filmgoing')
(15, u'finger')
(15, u'finished')
(15, u'flagrantly')
(15, u'follies')
(15, u'fondly')
(15, u'foot')
(15, u'forbidden')
(15, u'foundation')
(15, u'fraction')
(15, u'framed')
(15, u'francisco')
(15, u'franklin')
(15, u'freaky')
(15, u'freudian')
(15, u'frighteningly')
(15, u'gasping')
(15, u'gilliam')
(15, u'glamour')
(15, u'glimmer')
(15, u'gold')
(15, u'goldie')
(15, u'goodly')
(15, u'graphics')
(15, u'gratefully')
(15, u'groove')
(15, u'guillen')
(15, u'gunplay')
(15, u'gutless')
(15, u'handsomely')
(15, u'hankies')
(15, u'hardass')
(15, u'heft')
(15, u'hiatus')
(15, u'hills')
(15, u'hossein')
(15, u'hotter')
(15, u'hunting')
(15, u'ichi')
(15, u'illustrating')
(15, u'imitating')
(15, u'improves')
(15, u'inconsistencies')
(15, u'infantile')
(15, u'inseparable')
(15, u'insignificance')
(15, u'intelligentsia')
(15, u'interior')
(15, u'invest')
(15, u'irrelevancy')
(15, u'italics')
(15, u'items')
(15, u'ivory')
(15, u'jackal')
(15, u'janine')
(15, u'jealous')
(15, u'jerk')
(15, u'jews')
(15, u'johnny')
(15, u'judgment')
(15, u'julianne')
(15, u'juliet')
(15, u'juwanna')
(15, u'kang')
(15, u'kieran')
(15, u'kindness')
(15, u'kitsch')
(15, u'kittenish')
(15, u'knee')
(15, u'kooky')
(15, u'latches')
(15, u'laughably')
(15, u'laurice')
(15, u'lecherous')
(15, u'leguizamo')
(15, u'levy')
(15, u'liar')
(15, u'lightly')
(15, u'liman')
(15, u'local')
(15, u'loquacious')
(15, u'losses')
(15, u'lovefest')
(15, u'lumbering')
(15, u'magazine')
(15, u'maggie')
(15, u'manager')
(15, u'manipulativeness')
(15, u'marking')
(15, u'massacre')
(15, u'mattei')
(15, u'mcfarlane')
(15, u'meander')
(15, u'medicine')
(15, u'memoir')
(15, u'mercilessly')
(15, u'middling')
(15, u'midst')
(15, u'millennial')
(15, u'mimics')
(15, u'mined')
(15, u'monumental')
(15, u'morgan')
(15, u'morrison')
(15, u'morton')
(15, u'muccino')
(15, u'mud')
(15, u'mugs')
(15, u'murderer')
(15, u'murdock')
(15, u'muscle')
(15, u'mutilating')
(15, u'mystical')
(15, u'neatly')
(15, u'noon')
(15, u'nouvelle')
(15, u'ok')
(15, u'opposed')
(15, u'orgasm')
(15, u'overlooked')
(15, u'overproduced')
(15, u'overworked')
(15, u'owed')
(15, u'pageant')
(15, u'pageants')
(15, u'painterly')
(15, u'pared')
(15, u'paths')
(15, u'patrolman')
(15, u'patronizing')
(15, u'pauly')
(15, u'peploe')
(15, u'percentages')
(15, u'photographs')
(15, u'pill')
(15, u'placid')
(15, u'placing')
(15, u'pleasantly')
(15, u'plucking')
(15, u'plug')
(15, u'pointing')
(15, u'pounding')
(15, u'prepare')
(15, u'preteen')
(15, u'prey')
(15, u'primal')
(15, u'print')
(15, u'proven')
(15, u'provoke')
(15, u'puddle')
(15, u'pyrotechnic')
(15, u'python')
(15, u'quaid')
(15, u'quaking')
(15, u'quandaries')
(15, u'radio')
(15, u'raging')
(15, u'raped')
(15, u'rappers')
(15, u'razzle')
(15, u'readily')
(15, u'realistically')
(15, u'realizes')
(15, u'reappearing')
(15, u'recalls')
(15, u'recovered')
(15, u'rediscovering')
(15, u'redolent')
(15, u'reduces')
(15, u'referential')
(15, u'reflective')
(15, u'refused')
(15, u'rehashes')
(15, u'releases')
(15, u'repeated')
(15, u'reports')
(15, u'rerun')
(15, u'resentment')
(15, u'revels')
(15, u'reworking')
(15, u'robotic')
(15, u'romancer')
(15, u'runyon')
(15, u'russell')
(15, u'saigon')
(15, u'satin')
(15, u'satisfy')
(15, u'savagely')
(15, u'saves')
(15, u'scarpia')
(15, u'scheming')
(15, u'scherfig')
(15, u'scientific')
(15, u'scientists')
(15, u'scooping')
(15, u'seduce')
(15, u'segal')
(15, u'sentimentalizing')
(15, u'separation')
(15, u'serials')
(15, u'serpent')
(15, u'serrault')
(15, u'shainberg')
(15, u'sham')
(15, u'sheds')
(15, u'shekhar')
(15, u'shifted')
(15, u'shocked')
(15, u'shore')
(15, u'sixties')
(15, u'slam')
(15, u'slender')
(15, u'sneak')
(15, u'sneers')
(15, u'soar')
(15, u'sorrow')
(15, u'spiked')
(15, u'spiral')
(15, u'splashed')
(15, u'sprecher')
(15, u'sprinkled')
(15, u'sprung')
(15, u'squareness')
(15, u'squeezed')
(15, u'stinks')
(15, u'stirs')
(15, u'stonehenge')
(15, u'stopped')
(15, u'strives')
(15, u'stuffed')
(15, u'subjugate')
(15, u'substitutes')
(15, u'succeeded')
(15, u'superstar')
(15, u'sweaty')
(15, u'sympathies')
(15, u'tendencies')
(15, u'tendency')
(15, u'tep')
(15, u'tested')
(15, u'thankfully')
(15, u'thumbing')
(15, u'thumpingly')
(15, u'tidal')
(15, u'tiresomely')
(15, u'tourism')
(15, u'transplant')
(15, u'trembling')
(15, u'trickster')
(15, u'trier')
(15, u'tropic')
(15, u'trotting')
(15, u'turkey')
(15, u'turntablism')
(15, u'unamusing')
(15, u'undisciplined')
(15, u'unhidden')
(15, u'uninvolving')
(15, u'unmentionables')
(15, u'unmistakable')
(15, u'unnoticed')
(15, u'unrealized')
(15, u'unrelentingly')
(15, u'unsubtle')
(15, u'unsuccessful')
(15, u'uptight')
(15, u'urgent')
(15, u'vacant')
(15, u'vera')
(15, u'vertical')
(15, u'vidgame')
(15, u'violently')
(15, u'virtue')
(15, u'vivre')
(15, u'wanderers')
(15, u'wastes')
(15, u'waterlogged')
(15, u'wayward')
(15, u'wearer')
(15, u'welfare')
(15, u'westerners')
(15, u'wheedling')
(15, u'whining')
(15, u'willies')
(15, u'withstand')
(15, u'wizened')
(15, u'worries')
(15, u'woven')
(15, u'yank')
(15, u'yawn')
(15, u'zucker')
(14, u'65th')
(14, u'absorb')
(14, u'accompanying')
(14, u'according')
(14, u'acidic')
(14, u'activities')
(14, u'address')
(14, u'adolescents')
(14, u'advises')
(14, u'affirm')
(14, u'afford')
(14, u'afghani')
(14, u'agony')
(14, u'aimlessness')
(14, u'aisles')
(14, u'aladdin')
(14, u'alienating')
(14, u'ambitions')
(14, u'amir')
(14, u'amours')
(14, u'ample')
(14, u'amusedly')
(14, u'android')
(14, u'annex')
(14, u'answering')
(14, u'antitrust')
(14, u'anxieties')
(14, u'appetite')
(14, u'armageddon')
(14, u'array')
(14, u'artefact')
(14, u'ash')
(14, u'asia')
(14, u'assuming')
(14, u'athlete')
(14, u'bambi')
(14, u'banking')
(14, u'baseball')
(14, u'bathing')
(14, u'begley')
(14, u'benefited')
(14, u'bias')
(14, u'bike')
(14, u'blimey')
(14, u'bloodshed')
(14, u'bloodsucker')
(14, u'boats')
(14, u'bolero')
(14, u'boorishness')
(14, u'booths')
(14, u'border')
(14, u'borg')
(14, u'bornin')
(14, u'bothered')
(14, u'bouncing')
(14, u'braveheart')
(14, u'bubba')
(14, u'calvin')
(14, u'celibacy')
(14, u'ceremonies')
(14, u'charlotte')
(14, u'christianity')
(14, u'chump')
(14, u'circles')
(14, u'civilization')
(14, u'claptrap')
(14, u'cleavage')
(14, u'clements')
(14, u'clerk')
(14, u'clunkiness')
(14, u'combine')
(14, u'commended')
(14, u'compliment')
(14, u'congratulate')
(14, u'congratulation')
(14, u'consideration')
(14, u'consummate')
(14, u'contained')
(14, u'cooler')
(14, u'coolness')
(14, u'cor')
(14, u'coughed')
(14, u'cream')
(14, u'creepiest')
(14, u'crises')
(14, u'crushing')
(14, u'crushingly')
(14, u'cumulative')
(14, u'cutter')
(14, u'debrauwer')
(14, u'deceit')
(14, u'defeats')
(14, u'defensible')
(14, u'deform')
(14, u'delving')
(14, u'denizens')
(14, u'denlopp')
(14, u'departments')
(14, u'depend')
(14, u'depravity')
(14, u'depths')
(14, u'derailed')
(14, u'describes')
(14, u'desolate')
(14, u'despairing')
(14, u'detract')
(14, u'devito')
(14, u'diego')
(14, u'dimness')
(14, u'dip')
(14, u'diplomat')
(14, u'disciplined')
(14, u'discontent')
(14, u'disdain')
(14, u'dismay')
(14, u'dispassionate')
(14, u'dissecting')
(14, u'documenting')
(14, u'domineering')
(14, u'drastic')
(14, u'droppingly')
(14, u'dualistic')
(14, u'dungeons')
(14, u'echelons')
(14, u'educates')
(14, u'effecting')
(14, u'efficient')
(14, u'efficiently')
(14, u'elvis')
(14, u'enchantment')
(14, u'endorsement')
(14, u'enhances')
(14, u'entranced')
(14, u'equipment')
(14, u'erotically')
(14, u'estranged')
(14, u'eve')
(14, u'exalted')
(14, u'exceeds')
(14, u'excepting')
(14, u'exclamation')
(14, u'executives')
(14, u'exxon')
(14, u'fabricated')
(14, u'faceoff')
(14, u'fame')
(14, u'fanboy')
(14, u'faraway')
(14, u'fateful')
(14, u'featured')
(14, u'fencer')
(14, u'ferrera')
(14, u'fests')
(14, u'flashback')
(14, u'fluids')
(14, u'football')
(14, u'fore')
(14, u'fork')
(14, u'founders')
(14, u'founding')
(14, u'freeing')
(14, u'fringe')
(14, u'fused')
(14, u'futuristic')
(14, u'gaghan')
(14, u'gallic')
(14, u'gandalf')
(14, u'geddes')
(14, u'gerardo')
(14, u'gianni')
(14, u'glow')
(14, u'goldberg')
(14, u'goyer')
(14, u'grainy')
(14, u'greenlight')
(14, u'grieving')
(14, u'gutter')
(14, u'hairdo')
(14, u'hallmarks')
(14, u'hating')
(14, u'hears')
(14, u'heartening')
(14, u'helpings')
(14, u'hijinks')
(14, u'historic')
(14, u'holographic')
(14, u'hooliganism')
(14, u'howler')
(14, u'huggers')
(14, u'hunger')
(14, u'hypocrisies')
(14, u'iconography')
(14, u'imaginatively')
(14, u'impart')
(14, u'impassive')
(14, u'imperfect')
(14, u'impossibly')
(14, u'improbability')
(14, u'improperly')
(14, u'inadvertently')
(14, u'inarticulate')
(14, u'incapable')
(14, u'indicative')
(14, u'infiltrated')
(14, u'ingratiating')
(14, u'inhuman')
(14, u'injects')
(14, u'insistence')
(14, u'instilled')
(14, u'intermezzo')
(14, u'intricately')
(14, u'introduces')
(14, u'italicized')
(14, u'ivan')
(14, u'jacket')
(14, u'jive')
(14, u'journalistic')
(14, u'jumbled')
(14, u'kissing')
(14, u'kubrick')
(14, u'laconic')
(14, u'languidly')
(14, u'laurence')
(14, u'lawmen')
(14, u'lean')
(14, u'lensed')
(14, u'lil')
(14, u'limpid')
(14, u'lingered')
(14, u'lists')
(14, u'lolita')
(14, u'loopy')
(14, u'luckiest')
(14, u'lucratively')
(14, u'lured')
(14, u'luv')
(14, u'lyrics')
(14, u'machines')
(14, u'macnaughton')
(14, u'maintained')
(14, u'malarkey')
(14, u'marveling')
(14, u'matron')
(14, u'mcdowell')
(14, u'melville')
(14, u'memorial')
(14, u'miike')
(14, u'millisecond')
(14, u'mini')
(14, u'misconceived')
(14, u'mishmash')
(14, u'misplaced')
(14, u'mist')
(14, u'modus')
(14, u'mojo')
(14, u'mongrel')
(14, u'monotone')
(14, u'motherhood')
(14, u'motown')
(14, u'mulls')
(14, u'muzak')
(14, u'nike')
(14, u'nod')
(14, u'notably')
(14, u'nurture')
(14, u'okay')
(14, u'ongoing')
(14, u'operandi')
(14, u'orgy')
(14, u'outline')
(14, u'overtake')
(14, u'ozu')
(14, u'padded')
(14, u'pains')
(14, u'participate')
(14, u'parties')
(14, u'pawn')
(14, u'peas')
(14, u'peep')
(14, u'pent')
(14, u'pep')
(14, u'perception')
(14, u'petrovich')
(14, u'phoniness')
(14, u'pizza')
(14, u'platter')
(14, u'pleas')
(14, u'ploddingly')
(14, u'poetics')
(14, u'pokepie')
(14, u'populace')
(14, u'pornographic')
(14, u'portuguese')
(14, u'postmodern')
(14, u'preaching')
(14, u'prefeminist')
(14, u'prejudice')
(14, u'prescription')
(14, u'prevalent')
(14, u'prisoner')
(14, u'projector')
(14, u'protestors')
(14, u'pump')
(14, u'punishment')
(14, u'purge')
(14, u'purity')
(14, u'pythonesque')
(14, u'questioning')
(14, u'quit')
(14, u'quitting')
(14, u'quota')
(14, u'ragged')
(14, u'raindrop')
(14, u'ramifications')
(14, u'rea')
(14, u'reassuring')
(14, u'recognition')
(14, u'recruiting')
(14, u'reduce')
(14, u'reductions')
(14, u'refined')
(14, u'refuse')
(14, u'rembrandt')
(14, u'replacing')
(14, u'resolved')
(14, u'resorting')
(14, u'resources')
(14, u'retail')
(14, u'retelling')
(14, u'retiring')
(14, u'reverence')
(14, u'revisiting')
(14, u'revolutionary')
(14, u'reynolds')
(14, u'rhetoric')
(14, u'ricocheting')
(14, u'robbed')
(14, u'robotically')
(14, u'rodriguez')
(14, u'roiling')
(14, u'rooms')
(14, u'rounded')
(14, u'rumor')
(14, u'scared')
(14, u'scathing')
(14, u'secondary')
(14, u'semitism')
(14, u'sent')
(14, u'sexpot')
(14, u'shabby')
(14, u'shades')
(14, u'shaking')
(14, u'sheerly')
(14, u'shirley')
(14, u'shockwaves')
(14, u'shoes')
(14, u'shootout')
(14, u'shuck')
(14, u'shudder')
(14, u'si')
(14, u'silberling')
(14, u'simulate')
(14, u'smear')
(14, u'snaps')
(14, u'snl')
(14, u'soaper')
(14, u'sociological')
(14, u'solely')
(14, u'solution')
(14, u'somebodies')
(14, u'soothing')
(14, u'sparkles')
(14, u'spectator')
(14, u'squander')
(14, u'stadium')
(14, u'staid')
(14, u'stance')
(14, u'statham')
(14, u'stoked')
(14, u'straining')
(14, u'strains')
(14, u'strenuously')
(14, u'structures')
(14, u'stubbornly')
(14, u'students')
(14, u'stuffing')
(14, u'superfluous')
(14, u'sustenance')
(14, u'switchblade')
(14, u'sy')
(14, u'szpilman')
(14, u'taiwanese')
(14, u'tape')
(14, u'tar')
(14, u'tarkovsky')
(14, u'tashlin')
(14, u'tearful')
(14, u'terrors')
(14, u'theron')
(14, u'thorough')
(14, u'tidings')
(14, u'tightened')
(14, u'till')
(14, u'tireless')
(14, u'traces')
(14, u'tranquil')
(14, u'transgressive')
(14, u'transition')
(14, u'travail')
(14, u'treating')
(14, u'triangles')
(14, u'tunisian')
(14, u'unattractive')
(14, u'underappreciated')
(14, u'underground')
(14, u'underlay')
(14, u'undermining')
(14, u'undo')
(14, u'undying')
(14, u'unflappable')
(14, u'unimaginatively')
(14, u'unimpressive')
(14, u'unnatural')
(14, u'unpersuasive')
(14, u'unread')
(14, u'unrelenting')
(14, u'ver')
(14, u'veterans')
(14, u'walt')
(14, u'wasp')
(14, u'wasting')
(14, u'wednesday')
(14, u'welt')
(14, u'wen')
(14, u'whirl')
(14, u'winking')
(14, u'wladyslaw')
(14, u'worthless')
(14, u'yasujiro')
(14, u'zingers')
(14, u'zings')
(14, u'zishe')
(13, u'13th')
(13, u'14')
(13, u'163')
(13, u'1989')
(13, u'1993')
(13, u'21')
(13, u'26')
(13, u'80s')
(13, u'90s')
(13, u'abandoned')
(13, u'abbott')
(13, u'abel')
(13, u'accidental')
(13, u'accomplishment')
(13, u'accountant')
(13, u'ace')
(13, u'activity')
(13, u'actorly')
(13, u'adopt')
(13, u'aesthetically')
(13, u'affords')
(13, u'aggressiveness')
(13, u'agitprop')
(13, u'airless')
(13, u'alan')
(13, u'alarming')
(13, u'alexander')
(13, u'alienate')
(13, u'alterations')
(13, u'amaro')
(13, u'amazement')
(13, u'anarchist')
(13, u'anew')
(13, u'animator')
(13, u'annoyance')
(13, u'anteing')
(13, u'antic')
(13, u'apocalypse')
(13, u'approached')
(13, u'arbitrary')
(13, u'archive')
(13, u'ardent')
(13, u'armchair')
(13, u'ashley')
(13, u'association')
(13, u'assumes')
(13, u'asylum')
(13, u'atrociously')
(13, u'attics')
(13, u'aurelie')
(13, u'austrian')
(13, u'avenues')
(13, u'backed')
(13, u'balloon')
(13, u'ballplayer')
(13, u'ballroom')
(13, u'bam')
(13, u'barreled')
(13, u'barris')
(13, u'begging')
(13, u'begrudge')
(13, u'besotted')
(13, u'bewildering')
(13, u'bid')
(13, u'biographical')
(13, u'blaring')
(13, u'blasphemous')
(13, u'blissfully')
(13, u'boils')
(13, u'boost')
(13, u'boston')
(13, u'bravura')
(13, u'bray')
(13, u'briefly')
(13, u'brim')
(13, u'bruised')
(13, u'bucked')
(13, u'burningly')
(13, u'burnt')
(13, u'butterworth')
(13, u'byzantine')
(13, u'cad')
(13, u'cake')
(13, u'caked')
(13, u'camouflage')
(13, u'cape')
(13, u'captivates')
(13, u'carmichael')
(13, u'carpets')
(13, u'cavaradossi')
(13, u'celebrate')
(13, u'centuries')
(13, u'challenge')
(13, u'chanukah')
(13, u'cheatfully')
(13, u'checking')
(13, u'checkout')
(13, u'chen')
(13, u'choosing')
(13, u'choreography')
(13, u'chyna')
(13, u'clarify')
(13, u'clarissa')
(13, u'clenching')
(13, u'clips')
(13, u'clocks')
(13, u'clothing')
(13, u'coating')
(13, u'combustion')
(13, u'complicity')
(13, u'concentration')
(13, u'conflagration')
(13, u'conjures')
(13, u'conscience')
(13, u'consigliere')
(13, u'consumed')
(13, u'contrast')
(13, u'contrasts')
(13, u'contriving')
(13, u'controlling')
(13, u'copmovieland')
(13, u'corners')
(13, u'costars')
(13, u'county')
(13, u'couples')
(13, u'courts')
(13, u'cracking')
(13, u'cradles')
(13, u'creaky')
(13, u'credulous')
(13, u'crossing')
(13, u'cue')
(13, u'cuss')
(13, u'dalloway')
(13, u'darned')
(13, u'dating')
(13, u'dawn')
(13, u'dear')
(13, u'declared')
(13, u'delhi')
(13, u'deliciously')
(13, u'democracies')
(13, u'demographically')
(13, u'depleted')
(13, u'descends')
(13, u'desert')
(13, u'devastated')
(13, u'diapers')
(13, u'dictums')
(13, u'dies')
(13, u'digressions')
(13, u'discouraging')
(13, u'disguising')
(13, u'distances')
(13, u'disturb')
(13, u'ditty')
(13, u'diva')
(13, u'divorce')
(13, u'dollars')
(13, u'domination')
(13, u'doomed')
(13, u'dramatized')
(13, u'dreadfulness')
(13, u'drying')
(13, u'dullness')
(13, u'duplicate')
(13, u'dysfunctionally')
(13, u'dystopia')
(13, u'electoral')
(13, u'elizabethans')
(13, u'eloquently')
(13, u'emigre')
(13, u'eminently')
(13, u'enables')
(13, u'enchanting')
(13, u'encompasses')
(13, u'encompassing')
(13, u'encountering')
(13, u'encourage')
(13, u'engages')
(13, u'engine')
(13, u'ensure')
(13, u'entendre')
(13, u'entering')
(13, u'entrapment')
(13, u'etre')
(13, u'evenings')
(13, u'evolve')
(13, u'exasperated')
(13, u'expanded')
(13, u'expiry')
(13, u'expose')
(13, u'extant')
(13, u'facetious')
(13, u'fantasized')
(13, u'farewell')
(13, u'fatale')
(13, u'fidel')
(13, u'fidgeted')
(13, u'filmgoers')
(13, u'firsthand')
(13, u'flakeball')
(13, u'flashing')
(13, u'flatly')
(13, u'fledgling')
(13, u'fling')
(13, u'fluke')
(13, u'footing')
(13, u'foxworthy')
(13, u'framing')
(13, u'freakshow')
(13, u'freezers')
(13, u'frenzy')
(13, u'fresher')
(13, u'fried')
(13, u'fumbled')
(13, u'funeral')
(13, u'futile')
(13, u'gained')
(13, u'gaining')
(13, u'gait')
(13, u'gaping')
(13, u'garnered')
(13, u'gayton')
(13, u'generals')
(13, u'glee')
(13, u'globetrotters')
(13, u'gloomy')
(13, u'glucose')
(13, u'goofily')
(13, u'gordy')
(13, u'gossip')
(13, u'gothic')
(13, u'governance')
(13, u'grad')
(13, u'graduated')
(13, u'graham')
(13, u'greasy')
(13, u'grips')
(13, u'grisham')
(13, u'grooved')
(13, u'grubbers')
(13, u'grueling')
(13, u'hail')
(13, u'handy')
(13, u'happenstance')
(13, u'hardscrabble')
(13, u'hardship')
(13, u'harmoniously')
(13, u'heartily')
(13, u'hennings')
(13, u'highlight')
(13, u'hipness')
(13, u'hispanic')
(13, u'hiss')
(13, u'hodgepodge')
(13, u'homophobia')
(13, u'homosexual')
(13, u'hostage')
(13, u'hudlin')
(13, u'humanizing')
(13, u'hunk')
(13, u'ignoring')
(13, u'illogic')
(13, u'imamura')
(13, u'implodes')
(13, u'impostor')
(13, u'impudent')
(13, u'incarnations')
(13, u'indigenous')
(13, u'indigestion')
(13, u'inert')
(13, u'ingenuity')
(13, u'interpersonal')
(13, u'interrogation')
(13, u'intrusive')
(13, u'irrational')
(13, u'irvine')
(13, u'jagjit')
(13, u'jay')
(13, u'jeffrey')
(13, u'jeong')
(13, u'jeremy')
(13, u'jez')
(13, u'joins')
(13, u'judicious')
(13, u'juxtaposition')
(13, u'keening')
(13, u'kidnapping')
(13, u'languishing')
(13, u'largest')
(13, u'leagues')
(13, u'lectures')
(13, u'leonine')
(13, u'lessen')
(13, u'letdown')
(13, u'library')
(13, u'linearity')
(13, u'lobbyists')
(13, u'lohman')
(13, u'lovingly')
(13, u'lying')
(13, u'madmen')
(13, u'maintenance')
(13, u'makhmalbaf')
(13, u'malik')
(13, u'maneuvers')
(13, u'mario')
(13, u'marivaux')
(13, u'marmite')
(13, u'masquerade')
(13, u'matrix')
(13, u'maxim')
(13, u'mccann')
(13, u'megaplexes')
(13, u'melancholia')
(13, u'melanie')
(13, u'melodramas')
(13, u'merge')
(13, u'millennium')
(13, u'miraculous')
(13, u'misanthropy')
(13, u'moaning')
(13, u'molestation')
(13, u'molested')
(13, u'mounting')
(13, u'moviemakers')
(13, u'murders')
(13, u'musclefest')
(13, u'myopic')
(13, u'myriad')
(13, u'naval')
(13, u'negligible')
(13, u'nesbitt')
(13, u'newness')
(13, u'nicolas')
(13, u'nicole')
(13, u'nixon')
(13, u'nohe')
(13, u'nonchallenging')
(13, u'nonfiction')
(13, u'norm')
(13, u'numbered')
(13, u'nuts')
(13, u'odorous')
(13, u'odour')
(13, u'oftentimes')
(13, u'outrageousness')
(13, u'overdoing')
(13, u'overplayed')
(13, u'overstuffed')
(13, u'overweight')
(13, u'overwhelm')
(13, u'padre')
(13, u'painters')
(13, u'parables')
(13, u'parallel')
(13, u'pender')
(13, u'perfection')
(13, u'permission')
(13, u'personas')
(13, u'personnel')
(13, u'pete')
(13, u'phocion')
(13, u'picpus')
(13, u'pique')
(13, u'pistoled')
(13, u'pixar')
(13, u'plague')
(13, u'plaguing')
(13, u'pleased')
(13, u'pollak')
(13, u'pony')
(13, u'potato')
(13, u'potboiler')
(13, u'pours')
(13, u'practices')
(13, u'precarious')
(13, u'precocious')
(13, u'presenting')
(13, u'presiding')
(13, u'prevails')
(13, u'prevention')
(13, u'previously')
(13, u'prickly')
(13, u'primer')
(13, u'probes')
(13, u'projectile')
(13, u'prophet')
(13, u'propriety')
(13, u'proving')
(13, u'pub')
(13, u'pubescent')
(13, u'punchlines')
(13, u'purer')
(13, u'purists')
(13, u'purports')
(13, u'purposefully')
(13, u'rachel')
(13, u'raison')
(13, u'ransom')
(13, u'rebel')
(13, u'reconstruction')
(13, u'recount')
(13, u'recyclable')
(13, u'redeems')
(13, u'reedy')
(13, u'reeks')
(13, u'refitting')
(13, u'refresh')
(13, u'refreshed')
(13, u'relayed')
(13, u'removed')
(13, u'rendering')
(13, u'renders')
(13, u'resident')
(13, u'resurrection')
(13, u'reverent')
(13, u'romped')
(13, u'rueful')
(13, u'rural')
(13, u'samira')
(13, u'sands')
(13, u'sandwich')
(13, u'savory')
(13, u'scandalous')
(13, u'schiffer')
(13, u'scintillating')
(13, u'scooter')
(13, u'searches')
(13, u'secretions')
(13, u'seth')
(13, u'sexes')
(13, u'shift')
(13, u'shipping')
(13, u'shoulder')
(13, u'shovel')
(13, u'shreve')
(13, u'shriek')
(13, u'sica')
(13, u'sickly')
(13, u'silences')
(13, u'singh')
(13, u'singularly')
(13, u'sketched')
(13, u'skims')
(13, u'slob')
(13, u'slugfest')
(13, u'smarts')
(13, u'smutty')
(13, u'snickers')
(13, u'socially')
(13, u'sole')
(13, u'solemnity')
(13, u'solving')
(13, u'someplace')
(13, u'sopranos')
(13, u'sorrowful')
(13, u'spaghetti')
(13, u'spain')
(13, u'speeds')
(13, u'spiced')
(13, u'splendour')
(13, u'spoil')
(13, u'sputters')
(13, u'stab')
(13, u'stagnation')
(13, u'stasis')
(13, u'stepped')
(13, u'stills')
(13, u'strategies')
(13, u'stuffiest')
(13, u'stultifying')
(13, u'sturm')
(13, u'sufficient')
(13, u'sultry')
(13, u'sunshine')
(13, u'sven')
(13, u'sympathize')
(13, u'tad')
(13, u'targets')
(13, u'taxicab')
(13, u'tempered')
(13, u'tequila')
(13, u'terrifically')
(13, u'throes')
(13, u'thrusts')
(13, u'tie')
(13, u'timer')
(13, u'tinny')
(13, u'tits')
(13, u'tolerable')
(13, u'tongues')
(13, u'tonight')
(13, u'tourists')
(13, u'track')
(13, u'trainspotting')
(13, u'transporter')
(13, u'transports')
(13, u'travesty')
(13, u'treachery')
(13, u'triumphantly')
(13, u'trusted')
(13, u'tunnel')
(13, u'tux')
(13, u'twilight')
(13, u'unacceptable')
(13, u'unadorned')
(13, u'unapologetic')
(13, u'unappealing')
(13, u'unburdened')
(13, u'und')
(13, u'underdog')
(13, u'underdone')
(13, u'undergrad')
(13, u'undermines')
(13, u'underneath')
(13, u'underrated')
(13, u'understandable')
(13, u'underwear')
(13, u'unfakable')
(13, u'unfamiliar')
(13, u'unfilmable')
(13, u'unfussily')
(13, u'unremarkable')
(13, u'unschooled')
(13, u'updated')
(13, u'upsets')
(13, u'varying')
(13, u'veiling')
(13, u'vent')
(13, u'veracity')
(13, u'verbally')
(13, u'virulent')
(13, u'visitor')
(13, u'volletta')
(13, u'voting')
(13, u'waif')
(13, u'waldo')
(13, u'walks')
(13, u'walled')
(13, u'wan')
(13, u'ward')
(13, u'weakness')
(13, u'webcast')
(13, u'weighs')
(13, u'widget')
(13, u'widowmaker')
(13, u'windows')
(13, u'wisegirls')
(13, u'wizardry')
(13, u'wondered')
(13, u'wonderous')
(13, u'workable')
(13, u'wrestler')
(13, u'yale')
(13, u'ye')
(13, u'yearnings')
(13, u'yi')
(13, u'zelda')
(13, u'zemeckis')
(12, u'105')
(12, u'16')
(12, u'1790')
(12, u'1938')
(12, u'1959')
(12, u'1979')
(12, u'89')
(12, u'8th')
(12, u'abagnale')
(12, u'abdul')
(12, u'abhors')
(12, u'abject')
(12, u'aborted')
(12, u'accused')
(12, u'adhering')
(12, u'aerial')
(12, u'aesthetics')
(12, u'alacrity')
(12, u'alagna')
(12, u'alas')
(12, u'allegiance')
(12, u'amateurishly')
(12, u'ambivalence')
(12, u'amos')
(12, u'anchors')
(12, u'anecdote')
(12, u'angela')
(12, u'apartments')
(12, u'appearing')
(12, u'arcane')
(12, u'armenia')
(12, u'arriving')
(12, u'astoundingly')
(12, u'astronaut')
(12, u'astronomically')
(12, u'attach')
(12, u'attentions')
(12, u'attracting')
(12, u'august')
(12, u'auschwitz')
(12, u'avuncular')
(12, u'ba')
(12, u'babak')
(12, u'balances')
(12, u'ballast')
(12, u'barlow')
(12, u'basest')
(12, u'bates')
(12, u'bearded')
(12, u'bedknobs')
(12, u'bedside')
(12, u'beginners')
(12, u'behalf')
(12, u'believes')
(12, u'bending')
(12, u'biased')
(12, u'bibi')
(12, u'birkenau')
(12, u'birmingham')
(12, u'bisexual')
(12, u'blackout')
(12, u'blacks')
(12, u'bladerunner')
(12, u'blanks')
(12, u'bliss')
(12, u'blob')
(12, u'blond')
(12, u'blows')
(12, u'blueprint')
(12, u'blunder')
(12, u'boardwalk')
(12, u'bodice')
(12, u'boiling')
(12, u'boomers')
(12, u'boot')
(12, u'borderline')
(12, u'borrow')
(12, u'bouts')
(12, u'brainpower')
(12, u'branagh')
(12, u'brat')
(12, u'broadcast')
(12, u'brockovich')
(12, u'brooks')
(12, u'brussels')
(12, u'bullfighters')
(12, u'bungling')
(12, u'burkina')
(12, u'bursting')
(12, u'butler')
(12, u'cabins')
(12, u'cacoyannis')
(12, u'caddyshack')
(12, u'caliber')
(12, u'camouflaging')
(12, u'cannier')
(12, u'cardiac')
(12, u'catcher')
(12, u'celebratory')
(12, u'cellular')
(12, u'chastity')
(12, u'cheapened')
(12, u'chiaroscuro')
(12, u'chicanery')
(12, u'chortles')
(12, u'christelle')
(12, u'chronically')
(12, u'chronicle')
(12, u'clamoring')
(12, u'clams')
(12, u'classicism')
(12, u'claustrophic')
(12, u'cleansing')
(12, u'cliques')
(12, u'coldest')
(12, u'collaborators')
(12, u'columbia')
(12, u'comeuppance')
(12, u'companionship')
(12, u'comparatively')
(12, u'concentrating')
(12, u'concepts')
(12, u'connoisseurs')
(12, u'considerably')
(12, u'contraption')
(12, u'controversial')
(12, u'converted')
(12, u'convolutions')
(12, u'costumer')
(12, u'coulda')
(12, u'crackles')
(12, u'cracks')
(12, u'craftsmen')
(12, u'crawl')
(12, u'crimen')
(12, u'crucifixion')
(12, u'cultivation')
(12, u'cunningham')
(12, u'dancers')
(12, u'daringly')
(12, u'das')
(12, u'dates')
(12, u'deafening')
(12, u'debts')
(12, u'definite')
(12, u'democracie')
(12, u'depicts')
(12, u'derek')
(12, u'desires')
(12, u'detailing')
(12, u'devastation')
(12, u'developmentally')
(12, u'di')
(12, u'diaz')
(12, u'dictates')
(12, u'dilutes')
(12, u'disastrous')
(12, u'discretion')
(12, u'distilled')
(12, u'distorts')
(12, u'documented')
(12, u'dominate')
(12, u'doppelganger')
(12, u'dot')
(12, u'doubles')
(12, u'doug')
(12, u'downfall')
(12, u'dozing')
(12, u'drained')
(12, u'dramatization')
(12, u'dreamworks')
(12, u'drill')
(12, u'droning')
(12, u'druggy')
(12, u'dulls')
(12, u'dustbin')
(12, u'dusty')
(12, u'earthly')
(12, u'editorial')
(12, u'elite')
(12, u'endear')
(12, u'endeavors')
(12, u'enthusiasts')
(12, u'environs')
(12, u'erin')
(12, u'espionage')
(12, u'exercises')
(12, u'exiled')
(12, u'expands')
(12, u'exploratory')
(12, u'explored')
(12, u'fagioli')
(12, u'fahrenheit')
(12, u'faked')
(12, u'faltering')
(12, u'fascinates')
(12, u'faso')
(12, u'feeble')
(12, u'fetishes')
(12, u'fiddle')
(12, u'filipino')
(12, u'filter')
(12, u'firebrand')
(12, u'fireworks')
(12, u'fitfully')
(12, u'flashbacks')
(12, u'flies')
(12, u'flinching')
(12, u'flippant')
(12, u'floppy')
(12, u'flowing')
(12, u'fluidity')
(12, u'footnotes')
(12, u'forms')
(12, u'forte')
(12, u'fragmentary')
(12, u'frames')
(12, u'franc')
(12, u'freak')
(12, u'freely')
(12, u'freight')
(12, u'friggin')
(12, u'frightfest')
(12, u'frothing')
(12, u'frowns')
(12, u'fumes')
(12, u'funniness')
(12, u'furious')
(12, u'gadgets')
(12, u'gainsbourg')
(12, u'galvanize')
(12, u'gambles')
(12, u'garcia')
(12, u'gargantuan')
(12, u'gaye')
(12, u'gems')
(12, u'gheorghiu')
(12, u'gimmicks')
(12, u'goddammit')
(12, u'godzilla')
(12, u'gonna')
(12, u'gorefest')
(12, u'grandfather')
(12, u'grandkids')
(12, u'grandstanding')
(12, u'graveyard')
(12, u'grayish')
(12, u'grease')
(12, u'greenfingers')
(12, u'grievous')
(12, u'grocery')
(12, u'grosses')
(12, u'grubbing')
(12, u'grumble')
(12, u'guarded')
(12, u'guessable')
(12, u'guise')
(12, u'guzman')
(12, u'ha')
(12, u'halfhearted')
(12, u'handedly')
(12, u'haplessness')
(12, u'harks')
(12, u'heller')
(12, u'hibernation')
(12, u'hidebound')
(12, u'hiding')
(12, u'hierarchy')
(12, u'hilary')
(12, u'hitchens')
(12, u'hobbled')
(12, u'honeys')
(12, u'horses')
(12, u'household')
(12, u'huckster')
(12, u'hue')
(12, u'hughes')
(12, u'humankind')
(12, u'iced')
(12, u'iles')
(12, u'impatiently')
(12, u'impervious')
(12, u'imposed')
(12, u'inclusive')
(12, u'indecipherable')
(12, u'indicate')
(12, u'indisputably')
(12, u'indomitability')
(12, u'induces')
(12, u'industrial')
(12, u'ineptly')
(12, u'influences')
(12, u'infused')
(12, u'inhalant')
(12, u'insignificant')
(12, u'inspector')
(12, u'interdependence')
(12, u'intermittent')
(12, u'internal')
(12, u'interweaves')
(12, u'introverted')
(12, u'italicizes')
(12, u'jeunet')
(12, u'kaos')
(12, u'kate')
(12, u'ke')
(12, u'kibbitzes')
(12, u'kingsley')
(12, u'kiosks')
(12, u'knickknacks')
(12, u'knockabout')
(12, u'lang')
(12, u'lapel')
(12, u'laramie')
(12, u'lascivious')
(12, u'laser')
(12, u'leader')
(12, u'lectured')
(12, u'lesbian')
(12, u'lisa')
(12, u'liveliness')
(12, u'lone')
(12, u'lottery')
(12, u'lumpish')
(12, u'lustrous')
(12, u'macaroni')
(12, u'macgraw')
(12, u'macy')
(12, u'magnetic')
(12, u'majid')
(12, u'makings')
(12, u'manifestations')
(12, u'marathons')
(12, u'marilyn')
(12, u'marked')
(12, u'marvin')
(12, u'marxian')
(12, u'masked')
(12, u'matches')
(12, u'mattel')
(12, u'maturity')
(12, u'meanderings')
(12, u'mechanisms')
(12, u'meetings')
(12, u'menzel')
(12, u'meticulous')
(12, u'meticulously')
(12, u'meyer')
(12, u'mgm')
(12, u'milquetoast')
(12, u'mindset')
(12, u'miniseries')
(12, u'minus')
(12, u'miracles')
(12, u'misconstrued')
(12, u'misdemeanor')
(12, u'moist')
(12, u'mommy')
(12, u'monopoly')
(12, u'mopping')
(12, u'morbid')
(12, u'mortarboards')
(12, u'moulin')
(12, u'mouse')
(12, u'mouser')
(12, u'moviehouse')
(12, u'mulholland')
(12, u'multilayered')
(12, u'multitude')
(12, u'musker')
(12, u'nail')
(12, u'napoli')
(12, u'nationalist')
(12, u'natives')
(12, u'naturedness')
(12, u'neglecting')
(12, u'newcomers')
(12, u'niches')
(12, u'octane')
(12, u'oddity')
(12, u'omission')
(12, u'omniscient')
(12, u'oomph')
(12, u'operational')
(12, u'opportunists')
(12, u'oppressively')
(12, u'options')
(12, u'outshined')
(12, u'overachieving')
(12, u'overmanipulative')
(12, u'overstimulated')
(12, u'overview')
(12, u'owen')
(12, u'ownership')
(12, u'pablum')
(12, u'packages')
(12, u'palestinians')
(12, u'palm')
(12, u'parachutes')
(12, u'parochial')
(12, u'parsec')
(12, u'pasolini')
(12, u'pasta')
(12, u'pasts')
(12, u'pathetically')
(12, u'patiently')
(12, u'pax')
(12, u'peaks')
(12, u'peanut')
(12, u'pellington')
(12, u'peppering')
(12, u'peralta')
(12, u'perch')
(12, u'permits')
(12, u'perversity')
(12, u'photographer')
(12, u'picnic')
(12, u'piscopo')
(12, u'planned')
(12, u'plastic')
(12, u'plummer')
(12, u'plummets')
(12, u'plunging')
(12, u'pogue')
(12, u'pointedly')
(12, u'pornography')
(12, u'portrayed')
(12, u'poses')
(12, u'prank')
(12, u'pranks')
(12, u'prejudices')
(12, u'prevalence')
(12, u'printing')
(12, u'proceeds')
(12, u'processed')
(12, u'producing')
(12, u'professors')
(12, u'prognosis')
(12, u'prologue')
(12, u'prolonged')
(12, u'prom')
(12, u'promenade')
(12, u'pronounced')
(12, u'proposes')
(12, u'prostitute')
(12, u'province')
(12, u'provocateur')
(12, u'psychedelia')
(12, u'psychodrama')
(12, u'psychologizing')
(12, u'purposeful')
(12, u'purposeless')
(12, u'pursuers')
(12, u'pushing')
(12, u'quietude')
(12, u'rabbit')
(12, u'rant')
(12, u'raphael')
(12, u'raucously')
(12, u'reagan')
(12, u'recapitulation')
(12, u'reckless')
(12, u'recompense')
(12, u'recreating')
(12, u'redeemable')
(12, u'redgrave')
(12, u'redone')
(12, u'refreshes')
(12, u'regimen')
(12, u'rein')
(12, u'relegated')
(12, u'remarks')
(12, u'remembrance')
(12, u'repulsive')
(12, u'resemblance')
(12, u'resonances')
(12, u'retitle')
(12, u'reverie')
(12, u'reverse')
(12, u'reviewers')
(12, u'rewritten')
(12, u'rhino')
(12, u'ripening')
(12, u'riveted')
(12, u'rocks')
(12, u'rudimentary')
(12, u'runteldat')
(12, u'rye')
(12, u'salma')
(12, u'sandbox')
(12, u'sap')
(12, u'sayles')
(12, u'schepisi')
(12, u'schlocky')
(12, u'scotland')
(12, u'scrape')
(12, u'scuzzy')
(12, u'seductively')
(12, u'seesawing')
(12, u'seizures')
(12, u'setpieces')
(12, u'seventies')
(12, u'sewage')
(12, u'shakesperean')
(12, u'shallows')
(12, u'shaping')
(12, u'shelves')
(12, u'shiner')
(12, u'shiny')
(12, u'shivers')
(12, u'shreds')
(12, u'shrug')
(12, u'sidesteps')
(12, u'signature')
(12, u'silbersteins')
(12, u'simmering')
(12, u'slovenly')
(12, u'smashing')
(12, u'smokey')
(12, u'smoky')
(12, u'sneeze')
(12, u'solipsism')
(12, u'spans')
(12, u'spawned')
(12, u'spews')
(12, u'spiteful')
(12, u'spliced')
(12, u'sprouts')
(12, u'stained')
(12, u'standbys')
(12, u'statecraft')
(12, u'stepmom')
(12, u'stepmother')
(12, u'steps')
(12, u'sterling')
(12, u'stifles')
(12, u'stitched')
(12, u'stoner')
(12, u'stoppard')
(12, u'strategic')
(12, u'stray')
(12, u'striving')
(12, u'structuring')
(12, u'stud')
(12, u'stuffy')
(12, u'stultifyingly')
(12, u'stumblebum')
(12, u'stylistically')
(12, u'stylists')
(12, u'subjected')
(12, u'subscription')
(12, u'subzero')
(12, u'successfully')
(12, u'summons')
(12, u'sunbaked')
(12, u'suppose')
(12, u'supremes')
(12, u'surrealism')
(12, u'suspiciously')
(12, u'swaggers')
(12, u'swashbucklers')
(12, u'swipes')
(12, u'switching')
(12, u'sympathizing')
(12, u'synthetic')
(12, u'telephone')
(12, u'telescope')
(12, u'televised')
(12, u'tens')
(12, u'thi')
(12, u'thornier')
(12, u'threatens')
(12, u'tics')
(12, u'toddler')
(12, u'trained')
(12, u'transform')
(12, u'transporting')
(12, u'treading')
(12, u'treated')
(12, u'tremble')
(12, u'trials')
(12, u'tricky')
(12, u'trimmings')
(12, u'tron')
(12, u'troubadour')
(12, u'tumult')
(12, u'uhhh')
(12, u'uma')
(12, u'unashamedly')
(12, u'unbridled')
(12, u'uncinematic')
(12, u'undertone')
(12, u'undistinguished')
(12, u'unearth')
(12, u'unequivocally')
(12, u'unfold')
(12, u'unifying')
(12, u'university')
(12, u'unthinkable')
(12, u'upsetting')
(12, u'user')
(12, u'utah')
(12, u'vainly')
(12, u'veered')
(12, u'veil')
(12, u'verne')
(12, u'versatile')
(12, u'vices')
(12, u'vigils')
(12, u'visionary')
(12, u'viterelli')
(12, u'vittorio')
(12, u'void')
(12, u'waited')
(12, u'waits')
(12, u'wanes')
(12, u'warden')
(12, u'warming')
(12, u'washed')
(12, u'watchful')
(12, u'welled')
(12, u'wheeling')
(12, u'wherein')
(12, u'whippersnappers')
(12, u'whipping')
(12, u'wider')
(12, u'wig')
(12, u'wildean')
(12, u'winningly')
(12, u'wireless')
(12, u'withered')
(12, u'wittgenstein')
(12, u'wizard')
(12, u'workman')
(12, u'worrying')
(12, u'wryly')
(12, u'wyman')
(12, u'yielded')
(12, u'yong')
(12, u'yours')
(11, u'1971')
(11, u'1980')
(11, u'2455')
(11, u'295')
(11, u'500')
(11, u'52')
(11, u'91')
(11, u'abroad')
(11, u'absorbs')
(11, u'accumulated')
(11, u'achieved')
(11, u'achronological')
(11, u'acolytes')
(11, u'acquire')
(11, u'activism')
(11, u'actory')
(11, u'acumen')
(11, u'admirers')
(11, u'adorable')
(11, u'adrift')
(11, u'agitator')
(11, u'agreeably')
(11, u'airs')
(11, u'altering')
(11, u'alternating')
(11, u'amusement')
(11, u'amusements')
(11, u'analgesic')
(11, u'angelina')
(11, u'anna')
(11, u'annoyed')
(11, u'ante')
(11, u'anticipation')
(11, u'apple')
(11, u'ardently')
(11, u'arrived')
(11, u'artless')
(11, u'asparagus')
(11, u'aspire')
(11, u'aspired')
(11, u'asquith')
(11, u'assassins')
(11, u'associate')
(11, u'astonish')
(11, u'atypically')
(11, u'awakens')
(11, u'backhanded')
(11, u'backseat')
(11, u'backward')
(11, u'bailly')
(11, u'baker')
(11, u'ballerinas')
(11, u'banger')
(11, u'bankruptcy')
(11, u'barbarism')
(11, u'barbed')
(11, u'barking')
(11, u'bask')
(11, u'battered')
(11, u'bearable')
(11, u'beatings')
(11, u'beavis')
(11, u'bebe')
(11, u'befuddled')
(11, u'befuddling')
(11, u'benshan')
(11, u'berg')
(11, u'berkley')
(11, u'besco')
(11, u'bestial')
(11, u'bestowed')
(11, u'bewildered')
(11, u'biblical')
(11, u'bidder')
(11, u'bigelow')
(11, u'binary')
(11, u'binks')
(11, u'blasts')
(11, u'blemishes')
(11, u'blips')
(11, u'bloodletting')
(11, u'blossom')
(11, u'blowing')
(11, u'bmw')
(11, u'boho')
(11, u'bomb')
(11, u'bombay')
(11, u'bombs')
(11, u'bopper')
(11, u'boundless')
(11, u'breasts')
(11, u'breckin')
(11, u'brink')
(11, u'broomsticks')
(11, u'bullet')
(11, u'bully')
(11, u'bumper')
(11, u'bushels')
(11, u'businesses')
(11, u'bustling')
(11, u'cadences')
(11, u'caesar')
(11, u'campanella')
(11, u'canadians')
(11, u'candidate')
(11, u'captivated')
(11, u'carl')
(11, u'castles')
(11, u'cattaneo')
(11, u'caucasian')
(11, u'cavorting')
(11, u'cedar')
(11, u'characterize')
(11, u'cheech')
(11, u'chewy')
(11, u'chin')
(11, u'chips')
(11, u'choke')
(11, u'cinephile')
(11, u'civics')
(11, u'classes')
(11, u'cleaver')
(11, u'cleaving')
(11, u'cleverest')
(11, u'clicking')
(11, u'cloak')
(11, u'clones')
(11, u'codes')
(11, u'coherence')
(11, u'colgate')
(11, u'collaborative')
(11, u'collage')
(11, u'comatose')
(11, u'commands')
(11, u'commiserating')
(11, u'communicating')
(11, u'competing')
(11, u'compressed')
(11, u'concoctions')
(11, u'concrete')
(11, u'confidently')
(11, u'confirms')
(11, u'conscientious')
(11, u'conspicuously')
(11, u'consume')
(11, u'contemptible')
(11, u'continent')
(11, u'continuum')
(11, u'converts')
(11, u'conveyor')
(11, u'copout')
(11, u'cotswolds')
(11, u'countenance')
(11, u'coupled')
(11, u'courageousness')
(11, u'cow')
(11, u'cowardly')
(11, u'cracked')
(11, u'crappola')
(11, u'crescendo')
(11, u'cribbing')
(11, u'cringe')
(11, u'crowds')
(11, u'cuddly')
(11, u'currently')
(11, u'cursory')
(11, u'cyndi')
(11, u'danish')
(11, u'deadening')
(11, u'dealt')
(11, u'decay')
(11, u'deconstruction')
(11, u'decorates')
(11, u'decorating')
(11, u'degraded')
(11, u'delirium')
(11, u'delusion')
(11, u'democracy')
(11, u'derives')
(11, u'desirable')
(11, u'destructiveness')
(11, u'devils')
(11, u'devotion')
(11, u'dichotomy')
(11, u'diop')
(11, u'directionless')
(11, u'disabled')
(11, u'disaffected')
(11, u'disagree')
(11, u'disappears')
(11, u'disarmingly')
(11, u'discount')
(11, u'dislocation')
(11, u'disrobed')
(11, u'distinctions')
(11, u'disturbance')
(11, u'divisions')
(11, u'dizzy')
(11, u'dorkier')
(11, u'doubling')
(11, u'dour')
(11, u'downer')
(11, u'downhill')
(11, u'doyle')
(11, u'drably')
(11, u'draft')
(11, u'dramaturgy')
(11, u'dreaded')
(11, u'duddy')
(11, u'dues')
(11, u'duking')
(11, u'dumbness')
(11, u'dyslexia')
(11, u'earplugs')
(11, u'eccentricities')
(11, u'eclair')
(11, u'editor')
(11, u'eighth')
(11, u'eke')
(11, u'elder')
(11, u'elegiac')
(11, u'elegy')
(11, u'elemental')
(11, u'eleven')
(11, u'embroils')
(11, u'emptily')
(11, u'enacted')
(11, u'encomia')
(11, u'enriched')
(11, u'envious')
(11, u'equations')
(11, u'error')
(11, u'escapade')
(11, u'ethnicities')
(11, u'eudora')
(11, u'europe')
(11, u'evaporates')
(11, u'evocation')
(11, u'evolves')
(11, u'excites')
(11, u'explanations')
(11, u'exposed')
(11, u'expository')
(11, u'expressionist')
(11, u'extravaganzas')
(11, u'extremist')
(11, u'exuberant')
(11, u'facts')
(11, u'fallibility')
(11, u'fashioning')
(11, u'fatally')
(11, u'favourite')
(11, u'feeder')
(11, u'ferret')
(11, u'fertile')
(11, u'fervid')
(11, u'flabbergasting')
(11, u'flagging')
(11, u'flashbulbs')
(11, u'flavorful')
(11, u'flavorless')
(11, u'flavours')
(11, u'fleeing')
(11, u'flex')
(11, u'floria')
(11, u'fluttering')
(11, u'fluxing')
(11, u'forbearing')
(11, u'foreground')
(11, u'foreman')
(11, u'forgettably')
(11, u'fragment')
(11, u'franco')
(11, u'freaking')
(11, u'freudianism')
(11, u'fritters')
(11, u'fuddy')
(11, u'funky')
(11, u'gabbiest')
(11, u'galinsky')
(11, u'gamut')
(11, u'ganesh')
(11, u'garden')
(11, u'gazing')
(11, u'gelati')
(11, u'germanic')
(11, u'giants')
(11, u'gilmore')
(11, u'goldbacher')
(11, u'goombah')
(11, u'governments')
(11, u'governs')
(11, u'graduate')
(11, u'grandiloquent')
(11, u'grandmother')
(11, u'grandparents')
(11, u'grunge')
(11, u'guiding')
(11, u'gulzar')
(11, u'gyu')
(11, u'hackles')
(11, u'hairline')
(11, u'hallucinogenic')
(11, u'hangover')
(11, u'hardhearted')
(11, u'heartedness')
(11, u'heartwarmingly')
(11, u'hermocrates')
(11, u'herrings')
(11, u'hewn')
(11, u'hindered')
(11, u'hospitals')
(11, u'howlingly')
(11, u'hundreds')
(11, u'hypermasculine')
(11, u'iconic')
(11, u'ignite')
(11, u'imitator')
(11, u'imparted')
(11, u'impetus')
(11, u'implications')
(11, u'implosion')
(11, u'improbably')
(11, u'indoor')
(11, u'induce')
(11, u'inelegant')
(11, u'inflate')
(11, u'infuriating')
(11, u'inhabitants')
(11, u'inhale')
(11, u'insecurity')
(11, u'insubstantial')
(11, u'interchangeable')
(11, u'interference')
(11, u'intermediary')
(11, u'intersect')
(11, u'investigator')
(11, u'involvement')
(11, u'involves')
(11, u'irk')
(11, u'irrevocable')
(11, u'itch')
(11, u'ivans')
(11, u'jacobson')
(11, u'je')
(11, u'jeanette')
(11, u'jiri')
(11, u'jockey')
(11, u'joined')
(11, u'joint')
(11, u'jugglers')
(11, u'jules')
(11, u'june')
(11, u'karmen')
(11, u'kazan')
(11, u'keel')
(11, u'khan')
(11, u'kin')
(11, u'kinetically')
(11, u'kirkegaard')
(11, u'kirshner')
(11, u'knees')
(11, u'knotting')
(11, u'labelled')
(11, u'labour')
(11, u'lactating')
(11, u'lags')
(11, u'lai')
(11, u'lashing')
(11, u'laugher')
(11, u'lauper')
(11, u'lawyers')
(11, u'laziness')
(11, u'leatherbound')
(11, u'leftovers')
(11, u'legs')
(11, u'lemon')
(11, u'liability')
(11, u'lick')
(11, u'lo')
(11, u'lobotomy')
(11, u'location')
(11, u'logically')
(11, u'loopiness')
(11, u'lowered')
(11, u'lucia')
(11, u'lurks')
(11, u'mai')
(11, u'maik')
(11, u'malapropisms')
(11, u'malcolm')
(11, u'mandel')
(11, u'margarita')
(11, u'marketing')
(11, u'maryam')
(11, u'massoud')
(11, u'masters')
(11, u'mattered')
(11, u'maximum')
(11, u'mclaughlin')
(11, u'meara')
(11, u'megalomaniac')
(11, u'melange')
(11, u'mends')
(11, u'messianic')
(11, u'michell')
(11, u'midsection')
(11, u'mikes')
(11, u'minnie')
(11, u'minutiae')
(11, u'misfortune')
(11, u'missive')
(11, u'misunderstood')
(11, u'misuse')
(11, u'moan')
(11, u'mocking')
(11, u'mode')
(11, u'month')
(11, u'morsels')
(11, u'mouglalis')
(11, u'mourns')
(11, u'mutates')
(11, u'nagging')
(11, u'namesake')
(11, u'nazi')
(11, u'negatives')
(11, u'neuwirth')
(11, u'newsreels')
(11, u'nit')
(11, u'nonchalant')
(11, u'normal')
(11, u'norrington')
(11, u'northern')
(11, u'norwegian')
(11, u'notches')
(11, u'novelty')
(11, u'nubile')
(11, u'nymphette')
(11, u'obligation')
(11, u'oddballs')
(11, u'olympic')
(11, u'operatic')
(11, u'operating')
(11, u'oppositions')
(11, u'oprahfication')
(11, u'orchestrated')
(11, u'otherness')
(11, u'overboard')
(11, u'overlapping')
(11, u'overripe')
(11, u'oversized')
(11, u'pact')
(11, u'parrots')
(11, u'participatory')
(11, u'passably')
(11, u'patchwork')
(11, u'pathological')
(11, u'patricio')
(11, u'paunchy')
(11, u'paws')
(11, u'pb')
(11, u'peace')
(11, u'pearls')
(11, u'penalty')
(11, u'pepper')
(11, u'percussion')
(11, u'permitting')
(11, u'peroxide')
(11, u'persuades')
(11, u'persuasive')
(11, u'phonce')
(11, u'phoney')
(11, u'phonograph')
(11, u'picky')
(11, u'pillages')
(11, u'pinks')
(11, u'pirate')
(11, u'pizazz')
(11, u'plants')
(11, u'plateau')
(11, u'plates')
(11, u'playfulness')
(11, u'playoff')
(11, u'playwriting')
(11, u'pleasuring')
(11, u'plucky')
(11, u'polemic')
(11, u'pomposity')
(11, u'porno')
(11, u'porous')
(11, u'possessed')
(11, u'possession')
(11, u'powerhouse')
(11, u'powerment')
(11, u'practiced')
(11, u'preferably')
(11, u'princess')
(11, u'printed')
(11, u'prisoners')
(11, u'professor')
(11, u'progressed')
(11, u'propels')
(11, u'properties')
(11, u'provoked')
(11, u'prurient')
(11, u'psychotic')
(11, u'pulsating')
(11, u'pupils')
(11, u'puppets')
(11, u'quintet')
(11, u'randolph')
(11, u'ranges')
(11, u'rapids')
(11, u'rarest')
(11, u'ratchets')
(11, u'ratio')
(11, u'rearing')
(11, u'receives')
(11, u'reception')
(11, u'reconceptualize')
(11, u'recovering')
(11, u'redefinition')
(11, u'reeses')
(11, u'referred')
(11, u'reflect')
(11, u'regular')
(11, u'reincarnation')
(11, u'relating')
(11, u'repelled')
(11, u'replace')
(11, u'repulse')
(11, u'reputedly')
(11, u'requiring')
(11, u'resorts')
(11, u'responses')
(11, u'restored')
(11, u'resulted')
(11, u'resurrecting')
(11, u'retaliatory')
(11, u'retreat')
(11, u'reversal')
(11, u'revitalize')
(11, u'revolutionaries')
(11, u'ribcage')
(11, u'ricochets')
(11, u'ridiculously')
(11, u'romanticization')
(11, u'rooted')
(11, u'rope')
(11, u'rosemary')
(11, u'ruminations')
(11, u'sabara')
(11, u'saddled')
(11, u'sailor')
(11, u'sameness')
(11, u'sanctimoniousness')
(11, u'sanity')
(11, u'sassy')
(11, u'saucy')
(11, u'savour')
(11, u'scandals')
(11, u'schindler')
(11, u'schlock')
(11, u'schoolers')
(11, u'secretly')
(11, u'sedate')
(11, u'seductiveness')
(11, u'selves')
(11, u'sending')
(11, u'sermonize')
(11, u'session')
(11, u'shapiro')
(11, u'shedding')
(11, u'shell')
(11, u'shindler')
(11, u'shoplifts')
(11, u'shores')
(11, u'shouting')
(11, u'sickeningly')
(11, u'simmer')
(11, u'skateboarding')
(11, u'skinny')
(11, u'skipping')
(11, u'skunk')
(11, u'sleaze')
(11, u'slog')
(11, u'slope')
(11, u'slyly')
(11, u'smell')
(11, u'soiree')
(11, u'solomonic')
(11, u'someday')
(11, u'sonnenfeld')
(11, u'soothe')
(11, u'sophisticates')
(11, u'spiffing')
(11, u'spiritualism')
(11, u'sprawling')
(11, u'spreads')
(11, u'squashed')
(11, u'squint')
(11, u'stagings')
(11, u'stalker')
(11, u'stalls')
(11, u'stammers')
(11, u'stein')
(11, u'stellar')
(11, u'stillborn')
(11, u'stockwell')
(11, u'stomps')
(11, u'stones')
(11, u'storyteller')
(11, u'strangling')
(11, u'strategically')
(11, u'streamlined')
(11, u'stricken')
(11, u'stringently')
(11, u'stripping')
(11, u'sturdiest')
(11, u'subliminally')
(11, u'subtexts')
(11, u'suicidal')
(11, u'sullivan')
(11, u'summery')
(11, u'surfacey')
(11, u'surfer')
(11, u'surgeon')
(11, u'surplus')
(11, u'surrendering')
(11, u'surveys')
(11, u'suspended')
(11, u'suspension')
(11, u'swanson')
(11, u'swift')
(11, u'swirling')
(11, u'swords')
(11, u'sytle')
(11, u'tabloid')
(11, u'tail')
(11, u'tamer')
(11, u'tanks')
(11, u'tanovic')
(11, u'tapestry')
(11, u'tasteless')
(11, u'teeny')
(11, u'teenybopper')
(11, u'teleprompter')
(11, u'terminal')
(11, u'terrorizing')
(11, u'therefore')
(11, u'thirst')
(11, u'thon')
(11, u'thoroughfare')
(11, u'threatening')
(11, u'tier')
(11, u'tighter')
(11, u'timeout')
(11, u'tinsel')
(11, u'tori')
(11, u'toro')
(11, u'torrent')
(11, u'tortuous')
(11, u'toughest')
(11, u'toys')
(11, u'traced')
(11, u'tracks')
(11, u'trades')
(11, u'training')
(11, u'trains')
(11, u'transpose')
(11, u'transvestite')
(11, u'treatise')
(11, u'troopers')
(11, u'truckzilla')
(11, u'trumps')
(11, u'trusting')
(11, u'tryingly')
(11, u'tube')
(11, u'tummy')
(11, u'turks')
(11, u'twitchy')
(11, u'uhf')
(11, u'unapologetically')
(11, u'uncertainties')
(11, u'uncreative')
(11, u'underplayed')
(11, u'undeserved')
(11, u'unforgettably')
(11, u'unguarded')
(11, u'unhinged')
(11, u'uninflected')
(11, u'unit')
(11, u'unity')
(11, u'univac')
(11, u'unqualified')
(11, u'unrecoverable')
(11, u'unreligious')
(11, u'unsavory')
(11, u'unveil')
(11, u'unwieldy')
(11, u'upfront')
(11, u'ushered')
(11, u'valid')
(11, u'vanessa')
(11, u'vardalos')
(11, u'vega')
(11, u'vicarious')
(11, u'victorious')
(11, u'videologue')
(11, u'viewpoint')
(11, u'violinist')
(11, u'virtuous')
(11, u'vonnegut')
(11, u'vowing')
(11, u'wallflower')
(11, u'warren')
(11, u'waster')
(11, u'watches')
(11, u'weathered')
(11, u'weber')
(11, u'weil')
(11, u'weinstein')
(11, u'welty')
(11, u'westbrook')
(11, u'whitaker')
(11, u'wines')
(11, u'withholds')
(11, u'wonderland')
(11, u'woolf')
(11, u'workaday')
(11, u'worshipful')
(11, u'wrath')
(11, u'wreckage')
(11, u'writings')
(11, u'xmas')
(11, u'yosuke')
(11, u'yuppie')
(11, u'zhao')
(11, u'zipper')
(10, u'127')
(10, u'12th')
(10, u'1937')
(10, u'1950')
(10, u'1953')
(10, u'1957')
(10, u'1980s')
(10, u'1998')
(10, u'2001')
(10, u'66')
(10, u'75')
(10, u'93')
(10, u'abysmal')
(10, u'abyss')
(10, u'accessibility')
(10, u'acclaimed')
(10, u'accommodate')
(10, u'actorliness')
(10, u'addictive')
(10, u'admiration')
(10, u'admirer')
(10, u'adorns')
(10, u'adultery')
(10, u'affectation')
(10, u'affirms')
(10, u'afterwards')
(10, u'agents')
(10, u'agey')
(10, u'agile')
(10, u'aiello')
(10, u'alchemical')
(10, u'aldrich')
(10, u'alleged')
(10, u'almodovar')
(10, u'alter')
(10, u'ambivalent')
(10, u'amble')
(10, u'amidst')
(10, u'amok')
(10, u'amorous')
(10, u'amuses')
(10, u'anarchic')
(10, u'ancillary')
(10, u'andie')
(10, u'angeles')
(10, u'angelique')
(10, u'angles')
(10, u'antsy')
(10, u'anxious')
(10, u'anyplace')
(10, u'apartheid')
(10, u'appetites')
(10, u'aptitude')
(10, u'argentinian')
(10, u'aristocrat')
(10, u'arrogance')
(10, u'arrogant')
(10, u'assets')
(10, u'assign')
(10, u'astringent')
(10, u'astronauts')
(10, u'ate')
(10, u'atop')
(10, u'atrocities')
(10, u'attitudes')
(10, u'autopilot')
(10, u'avoiding')
(10, u'avon')
(10, u'awed')
(10, u'babbitt')
(10, u'baboon')
(10, u'balto')
(10, u'banzai')
(10, u'baring')
(10, u'barrage')
(10, u'barrow')
(10, u'batting')
(10, u'beachcombing')
(10, u'beheadings')
(10, u'belgian')
(10, u'berkeley')
(10, u'bermuda')
(10, u'bernard')
(10, u'berry')
(10, u'bind')
(10, u'bites')
(10, u'bitterly')
(10, u'bjorkness')
(10, u'blacklight')
(10, u'blasting')
(10, u'bled')
(10, u'blended')
(10, u'blubber')
(10, u'bludgeoning')
(10, u'bluff')
(10, u'boll')
(10, u'bon')
(10, u'bons')
(10, u'booking')
(10, u'bouquet')
(10, u'brainy')
(10, u'bratty')
(10, u'bravo')
(10, u'breillat')
(10, u'breitbart')
(10, u'brimming')
(10, u'bromides')
(10, u'bubbles')
(10, u'buckaroo')
(10, u'bullwinkle')
(10, u'bumps')
(10, u'burgeoning')
(10, u'burlap')
(10, u'butthead')
(10, u'calories')
(10, u'cancer')
(10, u'candles')
(10, u'caton')
(10, u'centre')
(10, u'chainsaw')
(10, u'chatter')
(10, u'cheesier')
(10, u'chemically')
(10, u'chemicals')
(10, u'chomps')
(10, u'chong')
(10, u'chords')
(10, u'churlish')
(10, u'civil')
(10, u'clare')
(10, u'clicks')
(10, u'climb')
(10, u'climbing')
(10, u'clouds')
(10, u'coincidence')
(10, u'collar')
(10, u'coloured')
(10, u'columbus')
(10, u'comeback')
(10, u'comfortably')
(10, u'comfy')
(10, u'commend')
(10, u'communication')
(10, u'compassionate')
(10, u'complain')
(10, u'completist')
(10, u'concealment')
(10, u'conclusive')
(10, u'configurations')
(10, u'confounded')
(10, u'confuse')
(10, u'conniving')
(10, u'contenders')
(10, u'contentious')
(10, u'continue')
(10, u'conversion')
(10, u'copies')
(10, u'correctly')
(10, u'costumed')
(10, u'covering')
(10, u'crappy')
(10, u'creep')
(10, u'crisper')
(10, u'crispin')
(10, u'crumb')
(10, u'cub')
(10, u'culprit')
(10, u'cunning')
(10, u'curlers')
(10, u'curtains')
(10, u'cutes')
(10, u'cutthroat')
(10, u'da')
(10, u'dadaist')
(10, u'danis')
(10, u'dared')
(10, u'daredevils')
(10, u'darkest')
(10, u'dawdle')
(10, u'debating')
(10, u'debris')
(10, u'decides')
(10, u'decisive')
(10, u'decoder')
(10, u'defend')
(10, u'deferred')
(10, u'defying')
(10, u'dehumanizing')
(10, u'deleted')
(10, u'deliverance')
(10, u'demeaning')
(10, u'denmark')
(10, u'densely')
(10, u'denuded')
(10, u'depressingly')
(10, u'der')
(10, u'derive')
(10, u'derry')
(10, u'descend')
(10, u'despicable')
(10, u'deteriorates')
(10, u'developers')
(10, u'dicing')
(10, u'dilettante')
(10, u'discerning')
(10, u'disconnects')
(10, u'discovered')
(10, u'discoveries')
(10, u'dishonesty')
(10, u'disneyland')
(10, u'disobedience')
(10, u'djeinaba')
(10, u'documentarian')
(10, u'doh')
(10, u'doings')
(10, u'dolly')
(10, u'dolphin')
(10, u'doltish')
(10, u'donna')
(10, u'dorm')
(10, u'downs')
(10, u'downtime')
(10, u'dramatize')
(10, u'dreamlike')
(10, u'dresses')
(10, u'drizzle')
(10, u'drumbeat')
(10, u'ducts')
(10, u'dylan')
(10, u'eardrum')
(10, u'eclipse')
(10, u'economics')
(10, u'ecstasy')
(10, u'eh')
(10, u'eisenhower')
(10, u'electronic')
(10, u'elling')
(10, u'ellis')
(10, u'elves')
(10, u'embellished')
(10, u'empowered')
(10, u'endured')
(10, u'ensuing')
(10, u'entertains')
(10, u'enthronement')
(10, u'entries')
(10, u'enveloped')
(10, u'epitaph')
(10, u'ernest')
(10, u'essayist')
(10, u'eternity')
(10, u'ethnographic')
(10, u'evergreen')
(10, u'exasperating')
(10, u'exchanges')
(10, u'exhibit')
(10, u'expend')
(10, u'experiments')
(10, u'expound')
(10, u'expressionistic')
(10, u'extras')
(10, u'extravagantly')
(10, u'extremists')
(10, u'eyeballs')
(10, u'fabulousness')
(10, u'faceless')
(10, u'fai')
(10, u'faint')
(10, u'fairytale')
(10, u'famuyiwa')
(10, u'fancies')
(10, u'fang')
(10, u'farenheit')
(10, u'faulty')
(10, u'feed')
(10, u'fell')
(10, u'ferris')
(10, u'fifth')
(10, u'finery')
(10, u'flamboyance')
(10, u'flattering')
(10, u'float')
(10, u'flopping')
(10, u'flowering')
(10, u'flows')
(10, u'flung')
(10, u'forgivable')
(10, u'formalist')
(10, u'forrest')
(10, u'forsaken')
(10, u'forthright')
(10, u'frankie')
(10, u'frankly')
(10, u'frazzled')
(10, u'freakish')
(10, u'friel')
(10, u'fuel')
(10, u'fuhrman')
(10, u'fumbles')
(10, u'fusty')
(10, u'gadzooks')
(10, u'galore')
(10, u'gamesmanship')
(10, u'garner')
(10, u'gasm')
(10, u'gathering')
(10, u'gawky')
(10, u'geek')
(10, u'generalities')
(10, u'genevieve')
(10, u'gestures')
(10, u'gifford')
(10, u'glitz')
(10, u'gnashing')
(10, u'gobbler')
(10, u'gods')
(10, u'goliath')
(10, u'goodness')
(10, u'gourd')
(10, u'government')
(10, u'grandly')
(10, u'grateful')
(10, u'graves')
(10, u'graze')
(10, u'grinning')
(10, u'groen')
(10, u'gruesome')
(10, u'guei')
(10, u'gump')
(10, u'gunfire')
(10, u'hairier')
(10, u'hammering')
(10, u'haphazardness')
(10, u'hardware')
(10, u'harvey')
(10, u'havoc')
(10, u'hawley')
(10, u'hazy')
(10, u'heaps')
(10, u'heavyweight')
(10, u'hectic')
(10, u'heidegger')
(10, u'heidi')
(10, u'hence')
(10, u'hepburn')
(10, u'heralds')
(10, u'heroism')
(10, u'highlights')
(10, u'hindsight')
(10, u'hinge')
(10, u'hippest')
(10, u'holden')
(10, u'homeric')
(10, u'homo')
(10, u'homogenized')
(10, u'honored')
(10, u'hooks')
(10, u'horrendously')
(10, u'hottest')
(10, u'humanize')
(10, u'hussein')
(10, u'hustlers')
(10, u'hysteria')
(10, u'icons')
(10, u'icy')
(10, u'ideology')
(10, u'idling')
(10, u'illuminate')
(10, u'imaxy')
(10, u'immaculate')
(10, u'immerse')
(10, u'impacting')
(10, u'inadequately')
(10, u'incinerates')
(10, u'incognito')
(10, u'india')
(10, u'individuality')
(10, u'indoctrinated')
(10, u'indulged')
(10, u'indulging')
(10, u'inexcusable')
(10, u'infamy')
(10, u'infusing')
(10, u'innumerable')
(10, u'insatiable')
(10, u'insinuation')
(10, u'insistently')
(10, u'instability')
(10, u'installments')
(10, u'instructive')
(10, u'instructor')
(10, u'insufferable')
(10, u'integrating')
(10, u'intergalactic')
(10, u'intoxication')
(10, u'iota')
(10, u'jammies')
(10, u'jettisoned')
(10, u'jie')
(10, u'jostling')
(10, u'jungle')
(10, u'ka')
(10, u'kaige')
(10, u'keg')
(10, u'kerrigan')
(10, u'kincaid')
(10, u'kinnear')
(10, u'kitschy')
(10, u'kok')
(10, u'kool')
(10, u'kozmo')
(10, u'kraft')
(10, u'krawczyk')
(10, u'kurds')
(10, u'lab')
(10, u'lament')
(10, u'landbound')
(10, u'landing')
(10, u'lapping')
(10, u'larson')
(10, u'lathan')
(10, u'latino')
(10, u'laughingly')
(10, u'laugther')
(10, u'laundry')
(10, u'layer')
(10, u'lays')
(10, u'lector')
(10, u'led')
(10, u'leplouff')
(10, u'les')
(10, u'lethargic')
(10, u'lewd')
(10, u'lifting')
(10, u'likably')
(10, u'lillard')
(10, u'limerick')
(10, u'linear')
(10, u'literarily')
(10, u'loco')
(10, u'looney')
(10, u'loopholes')
(10, u'los')
(10, u'lothario')
(10, u'lullaby')
(10, u'luminous')
(10, u'lumpy')
(10, u'majors')
(10, u'malle')
(10, u'manas')
(10, u'marcken')
(10, u'mason')
(10, u'mat')
(10, u'mcbeal')
(10, u'mcwilliams')
(10, u'meanspirited')
(10, u'mehta')
(10, u'meow')
(10, u'mexico')
(10, u'microscope')
(10, u'misadventures')
(10, u'misogynist')
(10, u'mixes')
(10, u'mob')
(10, u'models')
(10, u'molto')
(10, u'monotony')
(10, u'moodiness')
(10, u'mordantly')
(10, u'mortality')
(10, u'motivate')
(10, u'mournfully')
(10, u'mourning')
(10, u'moviemaker')
(10, u'mrs')
(10, u'muckraking')
(10, u'muddy')
(10, u'mullan')
(10, u'muse')
(10, u'muttering')
(10, u'muy')
(10, u'nadia')
(10, u'namely')
(10, u'narcotized')
(10, u'nationalism')
(10, u'needing')
(10, u'negate')
(10, u'neverland')
(10, u'newcastle')
(10, u'nighttime')
(10, u'nihilistic')
(10, u'nincompoop')
(10, u'norma')
(10, u'noteworthy')
(10, u'noticed')
(10, u'notions')
(10, u'numb')
(10, u'obnoxiously')
(10, u'obscenity')
(10, u'observe')
(10, u'occupation')
(10, u'occupied')
(10, u'ohlinger')
(10, u'olives')
(10, u'oliviera')
(10, u'olympus')
(10, u'omnibus')
(10, u'onion')
(10, u'ontiveros')
(10, u'ordered')
(10, u'organ')
(10, u'organizing')
(10, u'orlean')
(10, u'orleans')
(10, u'ounce')
(10, u'outage')
(10, u'outlandishness')
(10, u'outre')
(10, u'overshadows')
(10, u'overstays')
(10, u'paean')
(10, u'pages')
(10, u'pained')
(10, u'palate')
(10, u'pamela')
(10, u'paralyzed')
(10, u'pardon')
(10, u'partnership')
(10, u'parton')
(10, u'pasach')
(10, u'passage')
(10, u'patriarchal')
(10, u'patriot')
(10, u'patrolmen')
(10, u'perceptions')
(10, u'perilously')
(10, u'perpetrating')
(10, u'personally')
(10, u'perspectives')
(10, u'pessimism')
(10, u'philosophers')
(10, u'phlegmatic')
(10, u'pics')
(10, u'pious')
(10, u'pipe')
(10, u'pitiful')
(10, u'plainness')
(10, u'plant')
(10, u'platinum')
(10, u'plato')
(10, u'playbook')
(10, u'playboy')
(10, u'plea')
(10, u'pleasingly')
(10, u'plods')
(10, u'plutonium')
(10, u'pocket')
(10, u'poise')
(10, u'polite')
(10, u'por')
(10, u'portraiture')
(10, u'posthumously')
(10, u'pot')
(10, u'precedent')
(10, u'preciousness')
(10, u'prefabricated')
(10, u'preferring')
(10, u'prelude')
(10, u'pristine')
(10, u'proceed')
(10, u'proclaim')
(10, u'products')
(10, u'profanities')
(10, u'proficiency')
(10, u'profiling')
(10, u'profundity')
(10, u'progression')
(10, u'progressive')
(10, u'proverbial')
(10, u'provokes')
(10, u'publicists')
(10, u'published')
(10, u'punctuation')
(10, u'purdy')
(10, u'puritanical')
(10, u'purportedly')
(10, u'pursued')
(10, u'quibble')
(10, u'rae')
(10, u'rafael')
(10, u'rag')
(10, u'rainbows')
(10, u'rake')
(10, u'rama')
(10, u'reader')
(10, u'reaffirming')
(10, u'reap')
(10, u'reassure')
(10, u'recognise')
(10, u'reconciliation')
(10, u'recreates')
(10, u'reeking')
(10, u'registering')
(10, u'regrets')
(10, u'regurgitates')
(10, u'reiner')
(10, u'reminders')
(10, u'renaissance')
(10, u'rendition')
(10, u'reside')
(10, u'rests')
(10, u'resume')
(10, u'retina')
(10, u'reunions')
(10, u'reworked')
(10, u'rhapsodizes')
(10, u'righteous')
(10, u'riled')
(10, u'robberies')
(10, u'rode')
(10, u'rosario')
(10, u'rotting')
(10, u'roundelay')
(10, u'runaway')
(10, u'rusi')
(10, u'ruthlessly')
(10, u'saddam')
(10, u'saeko')
(10, u'sally')
(10, u'sandlerian')
(10, u'saps')
(10, u'scarily')
(10, u'scattershot')
(10, u'schematic')
(10, u'scrawled')
(10, u'screenful')
(10, u'scripted')
(10, u'seamless')
(10, u'seamstress')
(10, u'secular')
(10, u'seed')
(10, u'seeds')
(10, u'seldhal')
(10, u'sends')
(10, u'seventeen')
(10, u'sharply')
(10, u'shaw')
(10, u'shear')
(10, u'showers')
(10, u'showy')
(10, u'siblings')
(10, u'sillified')
(10, u'simulation')
(10, u'skeleton')
(10, u'skullduggery')
(10, u'sleekness')
(10, u'sleight')
(10, u'sloppiness')
(10, u'slowest')
(10, u'smeary')
(10, u'smuggling')
(10, u'snap')
(10, u'snobbery')
(10, u'societies')
(10, u'solace')
(10, u'sorcery')
(10, u'sorely')
(10, u'soup')
(10, u'spanish')
(10, u'specialized')
(10, u'specifics')
(10, u'spicy')
(10, u'spill')
(10, u'spoofy')
(10, u'spook')
(10, u'spooks')
(10, u'spouting')
(10, u'springboard')
(10, u'springer')
(10, u'spry')
(10, u'stammering')
(10, u'starter')
(10, u'stature')
(10, u'steamy')
(10, u'stereo')
(10, u'stiller')
(10, u'stimulate')
(10, u'streetwise')
(10, u'sturdiness')
(10, u'suavity')
(10, u'substitutable')
(10, u'superficiale')
(10, u'surge')
(10, u'swathe')
(10, u'sweetest')
(10, u'swordfights')
(10, u'synergistic')
(10, u'tango')
(10, u'tardier')
(10, u'telanovela')
(10, u'template')
(10, u'temptation')
(10, u'tempted')
(10, u'terri')
(10, u'terrier')
(10, u'thank')
(10, u'thesps')
(10, u'thewlis')
(10, u'thinkers')
(10, u'thou')
(10, u'thoughts')
(10, u'threads')
(10, u'throwaway')
(10, u'tickles')
(10, u'tissue')
(10, u'tit')
(10, u'torpedo')
(10, u'torturing')
(10, u'tots')
(10, u'toxic')
(10, u'toy')
(10, u'trajectory')
(10, u'transmogrification')
(10, u'treacly')
(10, u'treasured')
(10, u'trifecta')
(10, u'trims')
(10, u'trio')
(10, u'trivializes')
(10, u'trombone')
(10, u'tso')
(10, u'tumbleweeds')
(10, u'tumultuous')
(10, u'tundra')
(10, u'uncompelling')
(10, u'uncut')
(10, u'underachiever')
(10, u'underconfident')
(10, u'undergo')
(10, u'undergraduate')
(10, u'understatement')
(10, u'uneasily')
(10, u'unerring')
(10, u'unfathomable')
(10, u'unforgivingly')
(10, u'unfulfilled')
(10, u'ungainly')
(10, u'unholy')
(10, u'uninhibited')
(10, u'unmotivated')
(10, u'unrelated')
(10, u'unscathed')
(10, u'unstoppable')
(10, u'unwary')
(10, u'upload')
(10, u'upping')
(10, u'upset')
(10, u'utilized')
(10, u'vagueness')
(10, u'vainglorious')
(10, u'validated')
(10, u'veggies')
(10, u'vengefulness')
(10, u'verismo')
(10, u'verite')
(10, u'views')
(10, u'virgin')
(10, u'virtuosity')
(10, u'viveka')
(10, u'vulakoro')
(10, u'wackiness')
(10, u'waffle')
(10, u'walken')
(10, u'watercolor')
(10, u'watery')
(10, u'wealthy')
(10, u'welcomed')
(10, u'whiff')
(10, u'whir')
(10, u'whirling')
(10, u'wiggling')
(10, u'winger')
(10, u'wiseacre')
(10, u'wised')
(10, u'wonderment')
(10, u'wordless')
(10, u'workings')
(10, u'wounded')
(10, u'wrapping')
(10, u'wraps')
(10, u'wreak')
(10, u'wreaked')
(10, u'wrinkles')
(10, u'yelling')
(10, u'yesteryear')
(9, u'112')
(9, u'129')
(9, u'1933')
(9, u'1962')
(9, u'1990')
(9, u'4w')
(9, u'71')
(9, u'abrasive')
(9, u'absence')
(9, u'absent')
(9, u'achero')
(9, u'aching')
(9, u'activists')
(9, u'adaptations')
(9, u'adhere')
(9, u'admitting')
(9, u'adoring')
(9, u'adroit')
(9, u'advantages')
(9, u'adventues')
(9, u'affect')
(9, u'afflicts')
(9, u'agendas')
(9, u'agers')
(9, u'agreed')
(9, u'ahola')
(9, u'ailments')
(9, u'aircraft')
(9, u'allied')
(9, u'ally')
(9, u'alternatives')
(9, u'amaze')
(9, u'ambience')
(9, u'amicable')
(9, u'anakin')
(9, u'animations')
(9, u'aniston')
(9, u'anonymity')
(9, u'antique')
(9, u'antiseptic')
(9, u'apex')
(9, u'applauded')
(9, u'appropriately')
(9, u'archly')
(9, u'ardor')
(9, u'arguably')
(9, u'articulates')
(9, u'artworks')
(9, u'ascertain')
(9, u'asphalt')
(9, u'aspiration')
(9, u'assigned')
(9, u'associations')
(9, u'attachment')
(9, u'attuned')
(9, u'auspicious')
(9, u'autocritique')
(9, u'avalanche')
(9, u'avengers')
(9, u'avid')
(9, u'baader')
(9, u'baffle')
(9, u'balding')
(9, u'ballesta')
(9, u'banged')
(9, u'barker')
(9, u'bastard')
(9, u'batman')
(9, u'bawdy')
(9, u'beasts')
(9, u'beause')
(9, u'bedfellows')
(9, u'bedtime')
(9, u'beers')
(9, u'bees')
(9, u'began')
(9, u'beginnings')
(9, u'believed')
(9, u'benchmark')
(9, u'bergmanesque')
(9, u'beside')
(9, u'besides')
(9, u'bespeaks')
(9, u'bestowing')
(9, u'bicentennial')
(9, u'blacked')
(9, u'blacken')
(9, u'blanchett')
(9, u'blender')
(9, u'blight')
(9, u'blockage')
(9, u'blueblood')
(9, u'boards')
(9, u'boatload')
(9, u'boffo')
(9, u'bona')
(9, u'bordering')
(9, u'bots')
(9, u'bowl')
(9, u'boyd')
(9, u'brady')
(9, u'branched')
(9, u'brawn')
(9, u'brazen')
(9, u'brazenly')
(9, u'broadside')
(9, u'bronze')
(9, u'bruckheimeresque')
(9, u'bucket')
(9, u'buff')
(9, u'buffed')
(9, u'buffoons')
(9, u'burden')
(9, u'busby')
(9, u'buying')
(9, u'byler')
(9, u'cadence')
(9, u'calamity')
(9, u'campion')
(9, u'captives')
(9, u'captors')
(9, u'cardoso')
(9, u'cared')
(9, u'careening')
(9, u'carrier')
(9, u'castrated')
(9, u'catalog')
(9, u'catapulting')
(9, u'catastrophic')
(9, u'cautions')
(9, u'celeb')
(9, u'censure')
(9, u'certified')
(9, u'chaiken')
(9, u'charred')
(9, u'cheapening')
(9, u'cheeks')
(9, u'chefs')
(9, u'choppiness')
(9, u'chore')
(9, u'chung')
(9, u'churns')
(9, u'cinemantic')
(9, u'circular')
(9, u'classification')
(9, u'classroom')
(9, u'clint')
(9, u'clout')
(9, u'clownish')
(9, u'clyde')
(9, u'coheres')
(9, u'coinage')
(9, u'collected')
(9, u'combining')
(9, u'comin')
(9, u'commanding')
(9, u'commune')
(9, u'communications')
(9, u'comparisons')
(9, u'compatible')
(9, u'complaining')
(9, u'computerized')
(9, u'conceptions')
(9, u'concerns')
(9, u'conduits')
(9, u'conflicting')
(9, u'conformity')
(9, u'constrictive')
(9, u'contempt')
(9, u'contend')
(9, u'contender')
(9, u'contract')
(9, u'contrasting')
(9, u'contributed')
(9, u'cook')
(9, u'cooker')
(9, u'copenhagen')
(9, u'corpus')
(9, u'cortez')
(9, u'costs')
(9, u'counterpart')
(9, u'craftsmanship')
(9, u'crawlies')
(9, u'creator')
(9, u'criminals')
(9, u'cringing')
(9, u'criterion')
(9, u'critically')
(9, u'criticizing')
(9, u'critiquing')
(9, u'croaks')
(9, u'cronenberg')
(9, u'crudeness')
(9, u'cultist')
(9, u'curve')
(9, u'customers')
(9, u'cutoffs')
(9, u'dances')
(9, u'decasia')
(9, u'decipherable')
(9, u'decommissioned')
(9, u'decter')
(9, u'deemed')
(9, u'defensive')
(9, u'defining')
(9, u'deflated')
(9, u'delete')
(9, u'deleting')
(9, u'delineate')
(9, u'delusions')
(9, u'demeanor')
(9, u'demeanour')
(9, u'denouements')
(9, u'departs')
(9, u'depending')
(9, u'deportment')
(9, u'derisions')
(9, u'description')
(9, u'despairingly')
(9, u'dictate')
(9, u'diction')
(9, u'dimming')
(9, u'dirgelike')
(9, u'disinterest')
(9, u'distaste')
(9, u'distinguishing')
(9, u'distractions')
(9, u'diver')
(9, u'divertissement')
(9, u'docs')
(9, u'doctorate')
(9, u'dodger')
(9, u'dolby')
(9, u'doris')
(9, u'doubting')
(9, u'drawbacks')
(9, u'dreadfully')
(9, u'drifts')
(9, u'drumming')
(9, u'dug')
(9, u'dumbo')
(9, u'dunno')
(9, u'dwellers')
(9, u'earmarks')
(9, u'earnhart')
(9, u'earns')
(9, u'eclipses')
(9, u'efficiency')
(9, u'egocentricities')
(9, u'egypt')
(9, u'eldritch')
(9, u'elicits')
(9, u'eliminating')
(9, u'embalmed')
(9, u'embarrassingly')
(9, u'embedded')
(9, u'embellishment')
(9, u'emerged')
(9, u'emergency')
(9, u'emilie')
(9, u'emulates')
(9, u'endorses')
(9, u'enforcement')
(9, u'engendering')
(9, u'environments')
(9, u'eponymous')
(9, u'eroti')
(9, u'esoteric')
(9, u'euro')
(9, u'evenly')
(9, u'eviction')
(9, u'exalts')
(9, u'existent')
(9, u'expanse')
(9, u'expeditious')
(9, u'explodes')
(9, u'exploits')
(9, u'exposure')
(9, u'expressiveness')
(9, u'facade')
(9, u'facades')
(9, u'farcically')
(9, u'faux')
(9, u'favorably')
(9, u'fide')
(9, u'finn')
(9, u'firmer')
(9, u'flattening')
(9, u'flck')
(9, u'fledged')
(9, u'fleetingly')
(9, u'flibbertigibbet')
(9, u'flinch')
(9, u'flops')
(9, u'flynn')
(9, u'fogging')
(9, u'foo')
(9, u'formulas')
(9, u'forty')
(9, u'frayed')
(9, u'freewheeling')
(9, u'frontman')
(9, u'fruit')
(9, u'frustrated')
(9, u'frustrates')
(9, u'fudged')
(9, u'fuels')
(9, u'funnybone')
(9, u'furrow')
(9, u'fusion')
(9, u'fussing')
(9, u'fussy')
(9, u'gaitskill')
(9, u'gall')
(9, u'gander')
(9, u'garage')
(9, u'gears')
(9, u'generational')
(9, u'genesis')
(9, u'gentlemen')
(9, u'gigantic')
(9, u'giggle')
(9, u'glacial')
(9, u'glued')
(9, u'goldman')
(9, u'grasps')
(9, u'grenoble')
(9, u'griffith')
(9, u'grotesquely')
(9, u'groundbreaking')
(9, u'grub')
(9, u'gullible')
(9, u'gum')
(9, u'gutsy')
(9, u'halfwit')
(9, u'handedness')
(9, u'harbour')
(9, u'hare')
(9, u'harshness')
(9, u'haywire')
(9, u'heathers')
(9, u'heavyweights')
(9, u'heels')
(9, u'height')
(9, u'helms')
(9, u'hems')
(9, u'heretofore')
(9, u'herring')
(9, u'hews')
(9, u'hibiscus')
(9, u'holistic')
(9, u'homework')
(9, u'homiletic')
(9, u'horns')
(9, u'horrified')
(9, u'hotsies')
(9, u'households')
(9, u'howling')
(9, u'humidity')
(9, u'hurried')
(9, u'hypocrisy')
(9, u'ia')
(9, u'ick')
(9, u'ideally')
(9, u'ideological')
(9, u'idol')
(9, u'illustrated')
(9, u'imbue')
(9, u'imbued')
(9, u'imitative')
(9, u'immense')
(9, u'immortal')
(9, u'immortals')
(9, u'imperfection')
(9, u'impish')
(9, u'imply')
(9, u'importantly')
(9, u'impress')
(9, u'impressionable')
(9, u'inanities')
(9, u'incessantly')
(9, u'inchoate')
(9, u'inconceivable')
(9, u'indefinitely')
(9, u'indistinct')
(9, u'indoors')
(9, u'ineptitude')
(9, u'inferior')
(9, u'infested')
(9, u'influential')
(9, u'informs')
(9, u'ingest')
(9, u'ingredient')
(9, u'inning')
(9, u'innovators')
(9, u'inquiries')
(9, u'inquisitiveness')
(9, u'ins')
(9, u'insiders')
(9, u'insufficiently')
(9, u'integrates')
(9, u'interpret')
(9, u'interrupted')
(9, u'intriguingly')
(9, u'introspection')
(9, u'intrusion')
(9, u'invigorating')
(9, u'invisible')
(9, u'invitation')
(9, u'invite')
(9, u'invulnerable')
(9, u'iosseliani')
(9, u'iraqi')
(9, u'irreverence')
(9, u'islanders')
(9, u'jabs')
(9, u'jacobi')
(9, u'jelly')
(9, u'jerusalem')
(9, u'jived')
(9, u'jointed')
(9, u'jokers')
(9, u'jokester')
(9, u'jolted')
(9, u'jolting')
(9, u'jon')
(9, u'judy')
(9, u'jumpsuit')
(9, u'kahn')
(9, u'kangaroo')
(9, u'kathie')
(9, u'keenest')
(9, u'kidnapper')
(9, u'kills')
(9, u'knife')
(9, u'knocking')
(9, u'laboratory')
(9, u'lacked')
(9, u'lad')
(9, u'landau')
(9, u'lawn')
(9, u'lazier')
(9, u'laziest')
(9, u'leblanc')
(9, u'lecture')
(9, u'legion')
(9, u'leonard')
(9, u'leone')
(9, u'leontine')
(9, u'leys')
(9, u'lifelong')
(9, u'lighter')
(9, u'lika')
(9, u'limbs')
(9, u'lina')
(9, u'liner')
(9, u'lingerie')
(9, u'link')
(9, u'lioness')
(9, u'lionize')
(9, u'liyan')
(9, u'loaf')
(9, u'loony')
(9, u'louise')
(9, u'lowly')
(9, u'lugubrious')
(9, u'lungs')
(9, u'macdonald')
(9, u'maddening')
(9, u'malleable')
(9, u'managing')
(9, u'manhunter')
(9, u'mankind')
(9, u'manoel')
(9, u'marketable')
(9, u'marquee')
(9, u'marry')
(9, u'martinet')
(9, u'masturbation')
(9, u'mateys')
(9, u'matured')
(9, u'mcadams')
(9, u'mcmullen')
(9, u'meinhof')
(9, u'mell')
(9, u'melted')
(9, u'menu')
(9, u'methodology')
(9, u'mettle')
(9, u'meyjes')
(9, u'mika')
(9, u'milder')
(9, u'milks')
(9, u'minimally')
(9, u'minkoff')
(9, u'minutely')
(9, u'misfiring')
(9, u'misfit')
(9, u'mishandled')
(9, u'moat')
(9, u'modem')
(9, u'moldering')
(9, u'moralism')
(9, u'morals')
(9, u'moratorium')
(9, u'mordant')
(9, u'morris')
(9, u'mosque')
(9, u'motionless')
(9, u'mountains')
(9, u'muscles')
(9, u'mutilation')
(9, u'myer')
(9, u'mythology')
(9, u'naive')
(9, u'nakata')
(9, u'nalin')
(9, u'narcissistic')
(9, u'natalie')
(9, u'naturedly')
(9, u'ne')
(9, u'neophyte')
(9, u'nettelbeck')
(9, u'neurotic')
(9, u'nonconformity')
(9, u'northwest')
(9, u'nosedive')
(9, u'notting')
(9, u'nowadays')
(9, u'nurtured')
(9, u'obligations')
(9, u'obscenely')
(9, u'occurs')
(9, u'odor')
(9, u'olds')
(9, u'orchestrating')
(9, u'organized')
(9, u'ouija')
(9, u'outrageously')
(9, u'outward')
(9, u'overcooked')
(9, u'overinflated')
(9, u'overnight')
(9, u'overs')
(9, u'overstated')
(9, u'overstating')
(9, u'overuse')
(9, u'paces')
(9, u'padding')
(9, u'paddle')
(9, u'painstaking')
(9, u'pander')
(9, u'parlor')
(9, u'parodied')
(9, u'participant')
(9, u'participation')
(9, u'pastry')
(9, u'patched')
(9, u'patriotic')
(9, u'patting')
(9, u'peculiarly')
(9, u'pell')
(9, u'percolating')
(9, u'perennial')
(9, u'periods')
(9, u'perkiness')
(9, u'perpetrated')
(9, u'persnickety')
(9, u'physician')
(9, u'pies')
(9, u'pimental')
(9, u'pimple')
(9, u'pimps')
(9, u'pinned')
(9, u'pint')
(9, u'pissed')
(9, u'pitifully')
(9, u'pivotal')
(9, u'pixilated')
(9, u'plagued')
(9, u'plasma')
(9, u'plex')
(9, u'plumbing')
(9, u'pollute')
(9, u'pond')
(9, u'porcelain')
(9, u'pork')
(9, u'portrayals')
(9, u'position')
(9, u'practitioners')
(9, u'praiseworthy')
(9, u'pray')
(9, u'preciseness')
(9, u'presson')
(9, u'pressure')
(9, u'pretention')
(9, u'prettiest')
(9, u'prima')
(9, u'principle')
(9, u'principled')
(9, u'prints')
(9, u'processor')
(9, u'prolific')
(9, u'prominence')
(9, u'protecting')
(9, u'protracted')
(9, u'prozac')
(9, u'publicist')
(9, u'punchier')
(9, u'punishable')
(9, u'puppies')
(9, u'purr')
(9, u'quaint')
(9, u'rackets')
(9, u'raffish')
(9, u'raimi')
(9, u'raimondi')
(9, u'ramblings')
(9, u'ransacked')
(9, u'ravaged')
(9, u'ravel')
(9, u'raving')
(9, u'reassuringly')
(9, u'rebellious')
(9, u'recesses')
(9, u'recharged')
(9, u'recognizes')
(9, u'recreational')
(9, u'redeem')
(9, u'redneck')
(9, u'reference')
(9, u'refracting')
(9, u'reinvention')
(9, u'rejigger')
(9, u'religions')
(9, u'remained')
(9, u'renegade')
(9, u'reopens')
(9, u'repetitious')
(9, u'reprehensible')
(9, u'representation')
(9, u'requiem')
(9, u'resolutions')
(9, u'respectably')
(9, u'restatement')
(9, u'resumes')
(9, u'resuscitate')
(9, u'rethink')
(9, u'retreats')
(9, u'retrieve')
(9, u'revelled')
(9, u'revives')
(9, u'reyes')
(9, u'rhames')
(9, u'rhapsodic')
(9, u'rhapsodize')
(9, u'rider')
(9, u'rigors')
(9, u'ringside')
(9, u'rinzler')
(9, u'ripoff')
(9, u'ripping')
(9, u'roach')
(9, u'roads')
(9, u'robots')
(9, u'robustness')
(9, u'rockumentary')
(9, u'romanced')
(9, u'rorschach')
(9, u'routes')
(9, u'rudd')
(9, u'sabotaged')
(9, u'saddest')
(9, u'sale')
(9, u'sales')
(9, u'salvage')
(9, u'sam')
(9, u'samurai')
(9, u'sandeman')
(9, u'sanders')
(9, u'sat')
(9, u'savaged')
(9, u'scant')
(9, u'scarlet')
(9, u'scented')
(9, u'schizo')
(9, u'schoolboy')
(9, u'scorchingly')
(9, u'screeching')
(9, u'screed')
(9, u'screwing')
(9, u'scrutinize')
(9, u'scummy')
(9, u'seeping')
(9, u'sensationalize')
(9, u'separates')
(9, u'sequins')
(9, u'serbs')
(9, u'sergio')
(9, u'servicable')
(9, u'setpiece')
(9, u'sewing')
(9, u'sexism')
(9, u'sharks')
(9, u'shiri')
(9, u'shoestring')
(9, u'shortest')
(9, u'shorty')
(9, u'sidekicks')
(9, u'sidewalks')
(9, u'sieve')
(9, u'singular')
(9, u'sip')
(9, u'skateboarder')
(9, u'skewering')
(9, u'skidding')
(9, u'skimpy')
(9, u'skippable')
(9, u'slew')
(9, u'slimed')
(9, u'slivers')
(9, u'slobbering')
(9, u'slogans')
(9, u'slopped')
(9, u'slot')
(9, u'slurs')
(9, u'smashups')
(9, u'snacks')
(9, u'socio')
(9, u'sociopaths')
(9, u'softens')
(9, u'solidity')
(9, u'sommers')
(9, u'sorrowfully')
(9, u'spall')
(9, u'spangle')
(9, u'specificity')
(9, u'spinner')
(9, u'spiritless')
(9, u'splashing')
(9, u'spoofing')
(9, u'squaddie')
(9, u'stabs')
(9, u'stagey')
(9, u'staggered')
(9, u'stains')
(9, u'stainton')
(9, u'stalking')
(9, u'standardized')
(9, u'standoffish')
(9, u'stanford')
(9, u'statements')
(9, u'stocked')
(9, u'stockings')
(9, u'stomp')
(9, u'stoppingly')
(9, u'stranger')
(9, u'strewn')
(9, u'studies')
(9, u'styx')
(9, u'submerged')
(9, u'subsequent')
(9, u'sunday')
(9, u'sunset')
(9, u'supple')
(9, u'surrealistic')
(9, u'swagger')
(9, u'swaying')
(9, u'swims')
(9, u'swipe')
(9, u'swung')
(9, u'sydney')
(9, u'syrup')
(9, u'taunt')
(9, u'techno')
(9, u'tedium')
(9, u'teenaged')
(9, u'teenager')
(9, u'tenet')
(9, u'therapeutic')
(9, u'thud')
(9, u'tickled')
(9, u'tinge')
(9, u'tirade')
(9, u'titans')
(9, u'tnt')
(9, u'tomatoes')
(9, u'tommy')
(9, u'tootsie')
(9, u'torments')
(9, u'tracts')
(9, u'transit')
(9, u'transparency')
(9, u'transparently')
(9, u'tree')
(9, u'triviality')
(9, u'trivializing')
(9, u'truncated')
(9, u'turntablists')
(9, u'tweener')
(9, u'twelve')
(9, u'twentysomething')
(9, u'twinkle')
(9, u'twirling')
(9, u'typically')
(9, u'typifies')
(9, u'tyson')
(9, u'unbalanced')
(9, u'uncertainty')
(9, u'unchanged')
(9, u'unclean')
(9, u'uncles')
(9, u'underlies')
(9, u'undertones')
(9, u'undeserving')
(9, u'undeterminable')
(9, u'undisputed')
(9, u'undramatic')
(9, u'unemotive')
(9, u'unentertaining')
(9, u'unexplained')
(9, u'unflattering')
(9, u'unimpressively')
(9, u'uninventive')
(9, u'unorthodox')
(9, u'unprovoked')
(9, u'unresolved')
(9, u'unseemly')
(9, u'unsettled')
(9, u'unsolved')
(9, u'unsung')
(9, u'upheaval')
(9, u'uppity')
(9, u'valentine')
(9, u'variations')
(9, u'varmints')
(9, u'vaunted')
(9, u'veering')
(9, u'vengeance')
(9, u'venus')
(9, u'verdict')
(9, u'verisimilitude')
(9, u'viability')
(9, u'vibrance')
(9, u'vid')
(9, u'vile')
(9, u'virtuoso')
(9, u'virus')
(9, u'viscerally')
(9, u'vivi')
(9, u'vocalized')
(9, u'wallowing')
(9, u'waltz')
(9, u'wankery')
(9, u'warn')
(9, u'warned')
(9, u'washout')
(9, u'waxes')
(9, u'weakly')
(9, u'weaves')
(9, u'weirded')
(9, u'weissman')
(9, u'werner')
(9, u'whacking')
(9, u'wheezing')
(9, u'wholesale')
(9, u'whooshing')
(9, u'wintry')
(9, u'witlessness')
(9, u'woods')
(9, u'workshops')
(9, u'worried')
(9, u'wrap')
(9, u'xtc')
(9, u'yas')
(9, u'yield')
(9, u'yoda')
(9, u'yourselves')
(9, u'yuen')
(9, u'yung')
(9, u'zap')
(9, u'zeitgeist')
(9, u'zhuangzhuang')
(9, u'zwick')
(8, u'140')
(8, u'15th')
(8, u'168')
(8, u'1970')
(8, u'51st')
(8, u'87')
(8, u'abound')
(8, u'abridged')
(8, u'accomodates')
(8, u'actioners')
(8, u'actorish')
(8, u'adamant')
(8, u'addicted')
(8, u'adorability')
(8, u'advanced')
(8, u'affability')
(8, u'affectingly')
(8, u'affluent')
(8, u'aftermath')
(8, u'afterschool')
(8, u'aggravating')
(8, u'agnostic')
(8, u'agreement')
(8, u'ahem')
(8, u'airy')
(8, u'alcatraz')
(8, u'amassed')
(8, u'americanized')
(8, u'amiably')
(8, u'amorality')
(8, u'ana')
(8, u'andrei')
(8, u'angling')
(8, u'ankle')
(8, u'anomaly')
(8, u'appetizing')
(8, u'aragorn')
(8, u'argot')
(8, u'arising')
(8, u'arthouse')
(8, u'artistically')
(8, u'ascension')
(8, u'assailants')
(8, u'assaultive')
(8, u'assert')
(8, u'assignment')
(8, u'assuredly')
(8, u'attracts')
(8, u'augustine')
(8, u'augustinian')
(8, u'autistic')
(8, u'awesome')
(8, u'ayatollah')
(8, u'backbone')
(8, u'backlash')
(8, u'backwater')
(8, u'bagatelle')
(8, u'bags')
(8, u'bai')
(8, u'bald')
(8, u'ballerina')
(8, u'barbarian')
(8, u'battles')
(8, u'beck')
(8, u'bedevilling')
(8, u'beg')
(8, u'behaviour')
(8, u'belief')
(8, u'bellyaching')
(8, u'bemused')
(8, u'betters')
(8, u'bewilderingly')
(8, u'billing')
(8, u'blake')
(8, u'blazing')
(8, u'blazingly')
(8, u'bleu')
(8, u'bmx')
(8, u'bogging')
(8, u'bohos')
(8, u'boilerplate')
(8, u'bolado')
(8, u'bolstered')
(8, u'brats')
(8, u'brazil')
(8, u'bruin')
(8, u'bulk')
(8, u'buscemi')
(8, u'busts')
(8, u'bv')
(8, u'cafeteria')
(8, u'calorie')
(8, u'canada')
(8, u'capitalism')
(8, u'capped')
(8, u'carnivore')
(8, u'cashing')
(8, u'castle')
(8, u'categorize')
(8, u'catharsis')
(8, u'cattle')
(8, u'cd')
(8, u'celebi')
(8, u'cellophane')
(8, u'chai')
(8, u'champagne')
(8, u'changed')
(8, u'chapter')
(8, u'characterisations')
(8, u'characterizes')
(8, u'chokes')
(8, u'chuckling')
(8, u'cipherlike')
(8, u'cirulnick')
(8, u'clarke')
(8, u'classify')
(8, u'claus')
(8, u'clearasil')
(8, u'clive')
(8, u'collie')
(8, u'communicate')
(8, u'comparing')
(8, u'compass')
(8, u'completion')
(8, u'comprehensible')
(8, u'compromising')
(8, u'compulsion')
(8, u'compulsive')
(8, u'concerning')
(8, u'concludes')
(8, u'confection')
(8, u'confession')
(8, u'confrontations')
(8, u'confuses')
(8, u'conjuring')
(8, u'conrad')
(8, u'consoled')
(8, u'consumerist')
(8, u'contentedly')
(8, u'continually')
(8, u'continuing')
(8, u'contours')
(8, u'contributions')
(8, u'convolution')
(8, u'cookie')
(8, u'corcuera')
(8, u'coriat')
(8, u'cornpone')
(8, u'cosa')
(8, u'couch')
(8, u'counterculture')
(8, u'courtesy')
(8, u'courtroom')
(8, u'crawling')
(8, u'crawls')
(8, u'cresting')
(8, u'cristo')
(8, u'crudely')
(8, u'crudities')
(8, u'cruelties')
(8, u'crusty')
(8, u'cursing')
(8, u'cynic')
(8, u'damsel')
(8, u'dangers')
(8, u'deadeningly')
(8, u'debilitating')
(8, u'decomposition')
(8, u'deer')
(8, u'deficit')
(8, u'definitions')
(8, u'degrading')
(8, u'deliberateness')
(8, u'demonstrated')
(8, u'dependable')
(8, u'derring')
(8, u'devaluation')
(8, u'deviant')
(8, u'devos')
(8, u'diamond')
(8, u'diatribes')
(8, u'dicey')
(8, u'differently')
(8, u'dimwits')
(8, u'dipped')
(8, u'dire')
(8, u'disassociation')
(8, u'discussed')
(8, u'disgrace')
(8, u'dishonorable')
(8, u'dismantle')
(8, u'disorienting')
(8, u'dispense')
(8, u'disposition')
(8, u'diss')
(8, u'disservice')
(8, u'dissing')
(8, u'distill')
(8, u'distressing')
(8, u'divided')
(8, u'dizzily')
(8, u'doctor')
(8, u'doe')
(8, u'dogme')
(8, u'dominant')
(8, u'dooper')
(8, u'doors')
(8, u'doting')
(8, u'dotted')
(8, u'drain')
(8, u'dramatizing')
(8, u'drawers')
(8, u'dreamscape')
(8, u'dridi')
(8, u'drinking')
(8, u'dropped')
(8, u'drowns')
(8, u'dungpile')
(8, u'dunst')
(8, u'dwarf')
(8, u'dwarfs')
(8, u'dwell')
(8, u'dystopian')
(8, u'eccentricity')
(8, u'edmund')
(8, u'egomaniac')
(8, u'einstein')
(8, u'elderly')
(8, u'elect')
(8, u'electrocute')
(8, u'eludes')
(8, u'emailed')
(8, u'empathize')
(8, u'enabling')
(8, u'enactments')
(8, u'encumbers')
(8, u'energized')
(8, u'energizes')
(8, u'engross')
(8, u'enhanced')
(8, u'enlightened')
(8, u'enliven')
(8, u'ensures')
(8, u'entwined')
(8, u'epicenter')
(8, u'epics')
(8, u'epilogue')
(8, u'eroded')
(8, u'espoused')
(8, u'eternal')
(8, u'euphemism')
(8, u'euphoria')
(8, u'evacuations')
(8, u'evanescent')
(8, u'eventful')
(8, u'everett')
(8, u'evolving')
(8, u'examples')
(8, u'exhaustion')
(8, u'exhuming')
(8, u'expand')
(8, u'expectant')
(8, u'extracting')
(8, u'extremities')
(8, u'faded')
(8, u'fairlane')
(8, u'falters')
(8, u'fascism')
(8, u'fastballs')
(8, u'fatherhood')
(8, u'feeds')
(8, u'feminized')
(8, u'fetching')
(8, u'fetishistic')
(8, u'fifty')
(8, u'fiji')
(8, u'files')
(8, u'filth')
(8, u'finch')
(8, u'finishes')
(8, u'finishing')
(8, u'firth')
(8, u'fistfights')
(8, u'flam')
(8, u'flavour')
(8, u'flee')
(8, u'flim')
(8, u'flood')
(8, u'floyd')
(8, u'folksy')
(8, u'followers')
(8, u'forefront')
(8, u'forever')
(8, u'forgoes')
(8, u'forming')
(8, u'forster')
(8, u'forwards')
(8, u'foursome')
(8, u'fourteen')
(8, u'frankness')
(8, u'freshening')
(8, u'fret')
(8, u'fullness')
(8, u'fuse')
(8, u'galan')
(8, u'gallo')
(8, u'gambling')
(8, u'gedeck')
(8, u'geneva')
(8, u'gesture')
(8, u'gesturing')
(8, u'ghandi')
(8, u'giggly')
(8, u'girlish')
(8, u'glamorous')
(8, u'gleefully')
(8, u'gloom')
(8, u'gooeyness')
(8, u'goulash')
(8, u'gourmet')
(8, u'grandiose')
(8, u'grandness')
(8, u'granted')
(8, u'grasping')
(8, u'gravitational')
(8, u'greatly')
(8, u'grimy')
(8, u'grip')
(8, u'grizzled')
(8, u'groaners')
(8, u'groggy')
(8, u'grouchy')
(8, u'grounding')
(8, u'groupie')
(8, u'gryffindor')
(8, u'guarantees')
(8, u'guardian')
(8, u'gulpilil')
(8, u'guru')
(8, u'gurus')
(8, u'haired')
(8, u'hairpiece')
(8, u'haranguing')
(8, u'harmed')
(8, u'harvests')
(8, u'hash')
(8, u'hatfield')
(8, u'hayao')
(8, u'hayseeds')
(8, u'helluva')
(8, u'hideous')
(8, u'highbrow')
(8, u'highlighted')
(8, u'hippopotamus')
(8, u'hitman')
(8, u'holofcenter')
(8, u'honoring')
(8, u'honors')
(8, u'hood')
(8, u'hoofing')
(8, u'hormonal')
(8, u'horton')
(8, u'hrs')
(8, u'hubristic')
(8, u'humanist')
(8, u'hushed')
(8, u'huskies')
(8, u'hypothesis')
(8, u'idiotically')
(8, u'illumination')
(8, u'imitations')
(8, u'imogen')
(8, u'imperious')
(8, u'inclusiveness')
(8, u'indignant')
(8, u'inescapably')
(8, u'infatuation')
(8, u'infuse')
(8, u'ingenue')
(8, u'insinuating')
(8, u'insouciance')
(8, u'institutionalized')
(8, u'instruct')
(8, u'instrument')
(8, u'insufferably')
(8, u'intellectuals')
(8, u'intelligibility')
(8, u'intercut')
(8, u'interludes')
(8, u'internalized')
(8, u'intolerant')
(8, u'intrepid')
(8, u'invites')
(8, u'invitingly')
(8, u'irreconcilable')
(8, u'irreverent')
(8, u'irreversible')
(8, u'irwins')
(8, u'item')
(8, u'itinerant')
(8, u'ized')
(8, u'jams')
(8, u'jargon')
(8, u'jovial')
(8, u'juni')
(8, u'jury')
(8, u'justifying')
(8, u'kafkaesque')
(8, u'karim')
(8, u'kibosh')
(8, u'kidlets')
(8, u'kimmel')
(8, u'kindred')
(8, u'knight')
(8, u'knuckled')
(8, u'kunis')
(8, u'kurys')
(8, u'lacey')
(8, u'lameness')
(8, u'launching')
(8, u'lax')
(8, u'lds')
(8, u'leniency')
(8, u'leroy')
(8, u'libretto')
(8, u'lighted')
(8, u'lin')
(8, u'liotta')
(8, u'liven')
(8, u'lookin')
(8, u'loop')
(8, u'lounge')
(8, u'louts')
(8, u'luke')
(8, u'lukewarm')
(8, u'lulled')
(8, u'lunar')
(8, u'macbeth')
(8, u'machinery')
(8, u'macho')
(8, u'madcap')
(8, u'magi')
(8, u'magician')
(8, u'maiden')
(8, u'mainland')
(8, u'manchild')
(8, u'mania')
(8, u'manifestation')
(8, u'margaritas')
(8, u'margins')
(8, u'margolo')
(8, u'marker')
(8, u'masterpieces')
(8, u'matchmaking')
(8, u'mawkish')
(8, u'mctiernan')
(8, u'meatier')
(8, u'melting')
(8, u'mesmerize')
(8, u'methodically')
(8, u'metro')
(8, u'mileage')
(8, u'milked')
(8, u'miscast')
(8, u'miscellaneous')
(8, u'mitchell')
(8, u'moldy')
(8, u'molina')
(8, u'monkey')
(8, u'monologue')
(8, u'monosyllabic')
(8, u'monsterous')
(8, u'monte')
(8, u'mopes')
(8, u'mora')
(8, u'mornings')
(8, u'moron')
(8, u'motorcycles')
(8, u'mount')
(8, u'murray')
(8, u'nadir')
(8, u'neglects')
(8, u'nephew')
(8, u'nerved')
(8, u'neurosis')
(8, u'neurotics')
(8, u'newton')
(8, u'nietzsche')
(8, u'nimble')
(8, u'nobility')
(8, u'nolan')
(8, u'nonbelievers')
(8, u'normative')
(8, u'nostra')
(8, u'notations')
(8, u'obscured')
(8, u'observed')
(8, u'occupational')
(8, u'offal')
(8, u'offended')
(8, u'oldie')
(8, u'openly')
(8, u'operas')
(8, u'opting')
(8, u'origin')
(8, u'orson')
(8, u'orthodox')
(8, u'otar')
(8, u'outnumber')
(8, u'outpaces')
(8, u'outwardly')
(8, u'overshadowed')
(8, u'pad')
(8, u'paeans')
(8, u'pageantry')
(8, u'painkillers')
(8, u'painless')
(8, u'pallid')
(8, u'panorama')
(8, u'papa')
(8, u'paradigm')
(8, u'parapsychological')
(8, u'parsing')
(8, u'pastel')
(8, u'paycheck')
(8, u'pearce')
(8, u'peopled')
(8, u'perfected')
(8, u'perpetually')
(8, u'perry')
(8, u'persistent')
(8, u'pet')
(8, u'petite')
(8, u'phantasms')
(8, u'phantom')
(8, u'phenomena')
(8, u'picaresque')
(8, u'pillowcases')
(8, u'piss')
(8, u'pithy')
(8, u'plod')
(8, u'poised')
(8, u'poke')
(8, u'poking')
(8, u'popped')
(8, u'portent')
(8, u'pose')
(8, u'practical')
(8, u'pranksters')
(8, u'preaches')
(8, u'preferable')
(8, u'pregnancy')
(8, u'prepackaged')
(8, u'prescient')
(8, u'preserving')
(8, u'presses')
(8, u'prevail')
(8, u'priceless')
(8, u'progresses')
(8, u'prominently')
(8, u'propensity')
(8, u'pros')
(8, u'provocations')
(8, u'pulpiness')
(8, u'puns')
(8, u'purgatory')
(8, u'puzzled')
(8, u'pyschological')
(8, u'quinn')
(8, u'raccoons')
(8, u'raked')
(8, u'ramble')
(8, u'rambles')
(8, u'rambo')
(8, u'ran')
(8, u'rancorous')
(8, u'raptures')
(8, u'ravaging')
(8, u'react')
(8, u'reactive')
(8, u'recreation')
(8, u'redundancies')
(8, u'redux')
(8, u'reef')
(8, u'reeked')
(8, u'reese')
(8, u'referencing')
(8, u'refers')
(8, u'regeneration')
(8, u'reid')
(8, u'reigen')
(8, u'reinvigorated')
(8, u'rejiggering')
(8, u'rekindle')
(8, u'relocated')
(8, u'remorse')
(8, u'renewal')
(8, u'reparations')
(8, u'repellantly')
(8, u'reported')
(8, u'reporters')
(8, u'reproduce')
(8, u'resents')
(8, u'resides')
(8, u'resists')
(8, u'resoundingly')
(8, u'respecting')
(8, u'restage')
(8, u'restoring')
(8, u'resurrect')
(8, u'retaining')
(8, u'retard')
(8, u'retold')
(8, u'returned')
(8, u'rez')
(8, u'ribisi')
(8, u'rick')
(8, u'ricture')
(8, u'rife')
(8, u'rigged')
(8, u'riviera')
(8, u'rodrigues')
(8, u'rolled')
(8, u'romanticism')
(8, u'romeo')
(8, u'roses')
(8, u'rothman')
(8, u'ruffle')
(8, u'rumblings')
(8, u'ruminating')
(8, u'ruse')
(8, u's1m0ne')
(8, u'sacre')
(8, u'sadists')
(8, u'sags')
(8, u'sascha')
(8, u'scandal')
(8, u'scar')
(8, u'scarf')
(8, u'scarface')
(8, u'scholar')
(8, u'schtick')
(8, u'scorcese')
(8, u'scriptwriters')
(8, u'seduces')
(8, u'seizing')
(8, u'semimusical')
(8, u'senseless')
(8, u'sept')
(8, u'septuagenarian')
(8, u'serviceability')
(8, u'servitude')
(8, u'settings')
(8, u'seventy')
(8, u'shallower')
(8, u'shameful')
(8, u'shawn')
(8, u'shifts')
(8, u'shootouts')
(8, u'shortness')
(8, u'simpering')
(8, u'singers')
(8, u'sirk')
(8, u'sitcomishly')
(8, u'skeeved')
(8, u'sketches')
(8, u'skid')
(8, u'skilfully')
(8, u'sky')
(8, u'slain')
(8, u'slaloming')
(8, u'slappingly')
(8, u'slave')
(8, u'slavery')
(8, u'sleek')
(8, u'sling')
(8, u'slumming')
(8, u'slump')
(8, u'smallness')
(8, u'smoothed')
(8, u'smorgasbord')
(8, u'smothered')
(8, u'snared')
(8, u'snazzy')
(8, u'sniffle')
(8, u'snowball')
(8, u'soberly')
(8, u'societal')
(8, u'soullessness')
(8, u'souvlaki')
(8, u'sparking')
(8, u'spending')
(8, u'spies')
(8, u'splashy')
(8, u'splendidly')
(8, u'spoken')
(8, u'spout')
(8, u'spree')
(8, u'squirming')
(8, u'squirts')
(8, u'stacks')
(8, u'stacy')
(8, u'staggers')
(8, u'standout')
(8, u'startled')
(8, u'statement')
(8, u'steadfast')
(8, u'steam')
(8, u'stench')
(8, u'stereotype')
(8, u'stereotyped')
(8, u'stifled')
(8, u'stortelling')
(8, u'straddle')
(8, u'strangest')
(8, u'stripe')
(8, u'strolls')
(8, u'studded')
(8, u'studied')
(8, u'studiously')
(8, u'stuffs')
(8, u'stylist')
(8, u'subjective')
(8, u'submerging')
(8, u'substandard')
(8, u'substituting')
(8, u'suckers')
(8, u'suffocation')
(8, u'suge')
(8, u'sulky')
(8, u'sunny')
(8, u'suppression')
(8, u'surfaces')
(8, u'surrealist')
(8, u'surveyed')
(8, u'suspecting')
(8, u'swiftly')
(8, u'swill')
(8, u'swingers')
(8, u'symbiotic')
(8, u'tacked')
(8, u'tactic')
(8, u'takashi')
(8, u'talked')
(8, u'tara')
(8, u'tartakovsky')
(8, u'tartly')
(8, u'teaming')
(8, u'techniques')
(8, u'teetering')
(8, u'temptations')
(8, u'tenth')
(8, u'thandie')
(8, u'theology')
(8, u'thornberry')
(8, u'throbbing')
(8, u'thulani')
(8, u'thunderous')
(8, u'thurman')
(8, u'ticks')
(8, u'tides')
(8, u'til')
(8, u'titillating')
(8, u'tomcats')
(8, u'topnotch')
(8, u'tormentor')
(8, u'touchstone')
(8, u'traffics')
(8, u'traits')
(8, u'transcript')
(8, u'transitions')
(8, u'transported')
(8, u'traps')
(8, u'trinity')
(8, u'trivialize')
(8, u'troubling')
(8, u'truest')
(8, u'truffaut')
(8, u'trump')
(8, u'trumped')
(8, u'tuba')
(8, u'tune')
(8, u'turner')
(8, u'twinkling')
(8, u'twinkly')
(8, u'tyco')
(8, u'unadulterated')
(8, u'uncover')
(8, u'underrehearsed')
(8, u'underscoring')
(8, u'undertaken')
(8, u'undertaking')
(8, u'underutilized')
(8, u'underworld')
(8, u'unevenly')
(8, u'unexplored')
(8, u'unfinished')
(8, u'unhibited')
(8, u'uni')
(8, u'unified')
(8, u'unimpeachable')
(8, u'unleashed')
(8, u'unnamed')
(8, u'unprepared')
(8, u'unshapely')
(8, u'unslick')
(8, u'unsteady')
(8, u'urinates')
(8, u'vaporize')
(8, u'variant')
(8, u'vary')
(8, u'vegetables')
(8, u'venality')
(8, u'ventura')
(8, u'verdu')
(8, u'verging')
(8, u'versace')
(8, u'ving')
(8, u'virtuosic')
(8, u'viva')
(8, u'voiced')
(8, u'wahlberg')
(8, u'wai')
(8, u'waltzed')
(8, u'warlord')
(8, u'warmest')
(8, u'waving')
(8, u'weaver')
(8, u'weighted')
(8, u'werewolf')
(8, u'wheels')
(8, u'wheezy')
(8, u'whiffle')
(8, u'whopping')
(8, u'willie')
(8, u'wimmer')
(8, u'wimps')
(8, u'wince')
(8, u'winged')
(8, u'wisely')
(8, u'wishful')
(8, u'woodard')
(8, u'woodland')
(8, u'woolly')
(8, u'woozy')
(8, u'worship')
(8, u'wretchedly')
(8, u'wrists')
(8, u'writes')
(8, u'wrongs')
(8, u'zealanders')
(8, u'zealously')
(8, u'zen')
(8, u'zest')
(8, u'ziyi')
(8, u'zoolander')
(7, u'120')
(7, u'1930s')
(7, u'1972')
(7, u'1986')
(7, u'270')
(7, u'37')
(7, u'4th')
(7, u'53')
(7, u'abbreviated')
(7, u'abiding')
(7, u'accentuating')
(7, u'acceptance')
(7, u'acid')
(7, u'acidity')
(7, u'acknowledging')
(7, u'acquires')
(7, u'acrid')
(7, u'activate')
(7, u'addiction')
(7, u'adrenalized')
(7, u'advances')
(7, u'adversity')
(7, u'advertisement')
(7, u'advertising')
(7, u'aesop')
(7, u'affectionately')
(7, u'affluence')
(7, u'africa')
(7, u'alienated')
(7, u'alongside')
(7, u'amari')
(7, u'ambiguities')
(7, u'ambitiously')
(7, u'animaton')
(7, u'annual')
(7, u'answered')
(7, u'antagonism')
(7, u'anthropology')
(7, u'apology')
(7, u'appealingly')
(7, u'appreciates')
(7, u'appreciative')
(7, u'appropriated')
(7, u'aranda')
(7, u'arbitrarily')
(7, u'archetypal')
(7, u'archives')
(7, u'arkansas')
(7, u'arliss')
(7, u'arwen')
(7, u'ashamed')
(7, u'assaults')
(7, u'assembles')
(7, u'astounds')
(7, u'athletic')
(7, u'attributable')
(7, u'augmented')
(7, u'authenticate')
(7, u'avert')
(7, u'awash')
(7, u'ayurveda')
(7, u'badder')
(7, u'baird')
(7, u'balk')
(7, u'balzac')
(7, u'banquet')
(7, u'barbers')
(7, u'barrie')
(7, u'bart')
(7, u'bash')
(7, u'battery')
(7, u'becalmed')
(7, u'becker')
(7, u'begs')
(7, u'behaved')
(7, u'belong')
(7, u'benevolent')
(7, u'beseechingly')
(7, u'betrayed')
(7, u'beware')
(7, u'bille')
(7, u'bohemian')
(7, u'boiled')
(7, u'bombshell')
(7, u'boorish')
(7, u'boosted')
(7, u'bop')
(7, u'borscht')
(7, u'botched')
(7, u'bounces')
(7, u'bounds')
(7, u'bowser')
(7, u'breach')
(7, u'bullseye')
(7, u'buoy')
(7, u'burdened')
(7, u'burkinabe')
(7, u'byron')
(7, u'cadavers')
(7, u'calculus')
(7, u'cameras')
(7, u'candor')
(7, u'cantet')
(7, u'capably')
(7, u'capricious')
(7, u'captions')
(7, u'cardellini')
(7, u'careless')
(7, u'carlito')
(7, u'carousel')
(7, u'catalytic')
(7, u'celebrities')
(7, u'cheats')
(7, u'cheered')
(7, u'cheerfully')
(7, u'chimney')
(7, u'cimarron')
(7, u'clan')
(7, u'claustrophobia')
(7, u'claws')
(7, u'cleanflicks')
(7, u'cliffhanger')
(7, u'clinically')
(7, u'cloudy')
(7, u'clutch')
(7, u'clutches')
(7, u'collegiate')
(7, u'colosseum')
(7, u'coltish')
(7, u'comedically')
(7, u'comical')
(7, u'command')
(7, u'commendable')
(7, u'compassionately')
(7, u'compensated')
(7, u'concentrate')
(7, u'condone')
(7, u'conducted')
(7, u'condundrum')
(7, u'cone')
(7, u'confines')
(7, u'confining')
(7, u'conjure')
(7, u'cons')
(7, u'consistency')
(7, u'consists')
(7, u'conspiratorial')
(7, u'contemptuous')
(7, u'contradicts')
(7, u'contributes')
(7, u'convenience')
(7, u'conveys')
(7, u'cooly')
(7, u'coordinated')
(7, u'coos')
(7, u'copyof')
(7, u'coral')
(7, u'corniness')
(7, u'cousin')
(7, u'couture')
(7, u'cranked')
(7, u'crapulence')
(7, u'crawly')
(7, u'criticizes')
(7, u'crooning')
(7, u'croze')
(7, u'cryin')
(7, u'crystallize')
(7, u'cuba')
(7, u'cultivated')
(7, u'curio')
(7, u'curtain')
(7, u'curtsy')
(7, u'customarily')
(7, u'daft')
(7, u'dalrymple')
(7, u'dave')
(7, u'deblois')
(7, u'decisions')
(7, u'degenerating')
(7, u'depictions')
(7, u'derisive')
(7, u'descriptions')
(7, u'desplat')
(7, u'detachment')
(7, u'detractors')
(7, u'devise')
(7, u'dicaprio')
(7, u'dictator')
(7, u'disappoints')
(7, u'discern')
(7, u'disgracefully')
(7, u'dismal')
(7, u'dismember')
(7, u'dismissive')
(7, u'dispel')
(7, u'disquietingly')
(7, u'distinguishable')
(7, u'distracts')
(7, u'distress')
(7, u'distressingly')
(7, u'doa')
(7, u'docile')
(7, u'dogged')
(7, u'dognini')
(7, u'domino')
(7, u'doshas')
(7, u'draggy')
(7, u'drawling')
(7, u'dreamy')
(7, u'drops')
(7, u'drung')
(7, u'duds')
(7, u'duel')
(7, u'dulled')
(7, u'duly')
(7, u'dunk')
(7, u'earthy')
(7, u'eighties')
(7, u'elie')
(7, u'elysian')
(7, u'embody')
(7, u'emphasized')
(7, u'enchanted')
(7, u'encountered')
(7, u'encourages')
(7, u'engorged')
(7, u'engulfed')
(7, u'enthrall')
(7, u'enthusiasms')
(7, u'entrepreneurial')
(7, u'envelope')
(7, u'equate')
(7, u'eroticized')
(7, u'erupt')
(7, u'esteemed')
(7, u'ethnography')
(7, u'evangelical')
(7, u'evasive')
(7, u'everlyn')
(7, u'exaggeration')
(7, u'excellence')
(7, u'exceptions')
(7, u'exemplify')
(7, u'exposing')
(7, u'exterminator')
(7, u'exudes')
(7, u'fangoria')
(7, u'fantasti')
(7, u'fantastically')
(7, u'fatalism')
(7, u'fathom')
(7, u'favored')
(7, u'fields')
(7, u'fil')
(7, u'fillers')
(7, u'fillm')
(7, u'fingering')
(7, u'fisk')
(7, u'fixated')
(7, u'flags')
(7, u'fleder')
(7, u'flexible')
(7, u'flimsier')
(7, u'flinging')
(7, u'floats')
(7, u'flog')
(7, u'flourish')
(7, u'flux')
(7, u'focusing')
(7, u'folds')
(7, u'folktales')
(7, u'forges')
(7, u'formalism')
(7, u'foundering')
(7, u'franz')
(7, u'fred')
(7, u'freshman')
(7, u'frightful')
(7, u'frosting')
(7, u'fruitful')
(7, u'fugitive')
(7, u'fulfills')
(7, u'futility')
(7, u'fuzziness')
(7, u'garnish')
(7, u'gates')
(7, u'gauge')
(7, u'geeked')
(7, u'gellar')
(7, u'genes')
(7, u'geographical')
(7, u'gestalt')
(7, u'gibberish')
(7, u'giles')
(7, u'girlfriends')
(7, u'glancing')
(7, u'glides')
(7, u'glinting')
(7, u'glosses')
(7, u'gluing')
(7, u'gobble')
(7, u'goosebumps')
(7, u'grabs')
(7, u'graces')
(7, u'graffiti')
(7, u'gratify')
(7, u'greed')
(7, u'greengrass')
(7, u'gregory')
(7, u'grimly')
(7, u'grinds')
(7, u'grittily')
(7, u'groupies')
(7, u'gussied')
(7, u'hagiographic')
(7, u'hailed')
(7, u'halftime')
(7, u'hammers')
(7, u'handguns')
(7, u'handheld')
(7, u'handicapped')
(7, u'handily')
(7, u'handiwork')
(7, u'hardwood')
(7, u'harlem')
(7, u'hart')
(7, u'hashiguchi')
(7, u'hated')
(7, u'haute')
(7, u'headaches')
(7, u'heap')
(7, u'heck')
(7, u'hermetic')
(7, u'hermitage')
(7, u'hi')
(7, u'hicks')
(7, u'highlander')
(7, u'highways')
(7, u'hijacks')
(7, u'hinges')
(7, u'hinton')
(7, u'hiv')
(7, u'hobby')
(7, u'hobnail')
(7, u'hos')
(7, u'hotels')
(7, u'hounds')
(7, u'hourlong')
(7, u'houseboat')
(7, u'hum')
(7, u'humbling')
(7, u'humiliated')
(7, u'hunky')
(7, u'hyang')
(7, u'hyperbolic')
(7, u'hyphenate')
(7, u'hypnotically')
(7, u'icily')
(7, u'idiom')
(7, u'illuminated')
(7, u'imaginary')
(7, u'imagining')
(7, u'immune')
(7, u'impacts')
(7, u'imparting')
(7, u'imponderably')
(7, u'improvise')
(7, u'inactive')
(7, u'inadequate')
(7, u'incidents')
(7, u'inconclusive')
(7, u'indelible')
(7, u'independence')
(7, u'indignation')
(7, u'indulge')
(7, u'indulgently')
(7, u'ineffective')
(7, u'inextricably')
(7, u'infantilized')
(7, u'infirmity')
(7, u'inflammatory')
(7, u'infrequently')
(7, u'ing')
(7, u'inmates')
(7, u'inspection')
(7, u'instalment')
(7, u'instances')
(7, u'instigator')
(7, u'insulted')
(7, u'intentional')
(7, u'interfaith')
(7, u'interpreting')
(7, u'intimidated')
(7, u'intrigued')
(7, u'invaders')
(7, u'inventing')
(7, u'invents')
(7, u'investigation')
(7, u'irritates')
(7, u'itis')
(7, u'jacqueline')
(7, u'jaglomized')
(7, u'japanimator')
(7, u'jeopardy')
(7, u'jiang')
(7, u'journalistically')
(7, u'juan')
(7, u'juiceless')
(7, u'justifies')
(7, u'justine')
(7, u'kahlories')
(7, u'kendall')
(7, u'kingdom')
(7, u'kirsten')
(7, u'knitting')
(7, u'kumble')
(7, u'kuras')
(7, u'laddish')
(7, u'lamentations')
(7, u'lapaglia')
(7, u'lasker')
(7, u'lau')
(7, u'lending')
(7, u'liana')
(7, u'liberally')
(7, u'libidinous')
(7, u'libido')
(7, u'lighten')
(7, u'limb')
(7, u'livelier')
(7, u'looseness')
(7, u'luscious')
(7, u'luvvies')
(7, u'madman')
(7, u'maggots')
(7, u'maguire')
(7, u'makin')
(7, u'maladjusted')
(7, u'malls')
(7, u'manipulating')
(7, u'manual')
(7, u'mapquest')
(7, u'march')
(7, u'margot')
(7, u'markedly')
(7, u'markers')
(7, u'marshaled')
(7, u'marveled')
(7, u'massacres')
(7, u'masterly')
(7, u'mckay')
(7, u'meager')
(7, u'mein')
(7, u'mentioned')
(7, u'merchandised')
(7, u'merges')
(7, u'merited')
(7, u'metaphysical')
(7, u'method')
(7, u'michele')
(7, u'midwest')
(7, u'mighty')
(7, u'miles')
(7, u'ministers')
(7, u'mire')
(7, u'misunderstanding')
(7, u'mitch')
(7, u'mobius')
(7, u'monitor')
(7, u'monologues')
(7, u'monument')
(7, u'moon')
(7, u'morlocks')
(7, u'mortal')
(7, u'motifs')
(7, u'mouthpieces')
(7, u'mpaa')
(7, u'muck')
(7, u'musketeer')
(7, u'mystique')
(7, u'mythologizing')
(7, u'nanette')
(7, u'natter')
(7, u'naturalness')
(7, u'nausea')
(7, u'necessity')
(7, u'needles')
(7, u'needless')
(7, u'neeson')
(7, u'neurasthenic')
(7, u'neuroses')
(7, u'novelist')
(7, u'nowheresville')
(7, u'nurses')
(7, u'nuttgens')
(7, u'o2')
(7, u'obsessively')
(7, u'obstacle')
(7, u'odoriferous')
(7, u'olympia')
(7, u'opposites')
(7, u'orbit')
(7, u'ordinances')
(7, u'organize')
(7, u'oscars')
(7, u'outgag')
(7, u'outlet')
(7, u'outselling')
(7, u'outshine')
(7, u'overcoming')
(7, u'overdue')
(7, u'overeager')
(7, u'oversimplification')
(7, u'overture')
(7, u'overwhelmingly')
(7, u'pa')
(7, u'pandora')
(7, u'parrot')
(7, u'patronising')
(7, u'peekaboo')
(7, u'peels')
(7, u'perceptiveness')
(7, u'perfervid')
(7, u'performs')
(7, u'personable')
(7, u'phenomenon')
(7, u'physics')
(7, u'pitted')
(7, u'plaintiveness')
(7, u'platitudes')
(7, u'playfully')
(7, u'playstation')
(7, u'pledge')
(7, u'ploughing')
(7, u'plumbs')
(7, u'plunges')
(7, u'pluto')
(7, u'polson')
(7, u'pondering')
(7, u'populist')
(7, u'porky')
(7, u'posey')
(7, u'posing')
(7, u'positives')
(7, u'potemkin')
(7, u'praised')
(7, u'prayer')
(7, u'praying')
(7, u'predators')
(7, u'prescribed')
(7, u'preserves')
(7, u'presume')
(7, u'pretended')
(7, u'princesses')
(7, u'privates')
(7, u'produces')
(7, u'profundities')
(7, u'promotes')
(7, u'propulsive')
(7, u'prosaic')
(7, u'prowess')
(7, u'pryce')
(7, u'psychiatrist')
(7, u'pummel')
(7, u'pursue')
(7, u'pyro')
(7, u'quashed')
(7, u'quicksand')
(7, u'quintessential')
(7, u'quixotic')
(7, u'racy')
(7, u'rails')
(7, u'rampantly')
(7, u'rapport')
(7, u'razor')
(7, u'razzie')
(7, u'readings')
(7, u'reams')
(7, u'reassures')
(7, u'recalling')
(7, u'receding')
(7, u'recessive')
(7, u'reconciled')
(7, u'redeemed')
(7, u'rediscovers')
(7, u'reek')
(7, u'refusing')
(7, u'rekindles')
(7, u'relays')
(7, u'relied')
(7, u'relish')
(7, u'remade')
(7, u'reminiscence')
(7, u'render')
(7, u'repeating')
(7, u'reportedly')
(7, u'republic')
(7, u'resentful')
(7, u'response')
(7, u'restless')
(7, u'restore')
(7, u'revisionism')
(7, u'revived')
(7, u'rewrite')
(7, u'riddle')
(7, u'riddles')
(7, u'rightly')
(7, u'rigidly')
(7, u'rocawear')
(7, u'rollerblades')
(7, u'romero')
(7, u'romoli')
(7, u'roster')
(7, u'rover')
(7, u'royally')
(7, u'rubin')
(7, u'ruin')
(7, u'rusted')
(7, u'salvaged')
(7, u'salvation')
(7, u'sampi')
(7, u'sappiness')
(7, u'sausage')
(7, u'savoca')
(7, u'scathingly')
(7, u'schmucks')
(7, u'schoolgirl')
(7, u'schticky')
(7, u'schwentke')
(7, u'scoob')
(7, u'scoring')
(7, u'scrap')
(7, u'scratches')
(7, u'screwy')
(7, u'scum')
(7, u'seduced')
(7, u'seesawed')
(7, u'selecting')
(7, u'sendak')
(7, u'serb')
(7, u'serbian')
(7, u'serendipity')
(7, u'serene')
(7, u'shaky')
(7, u'shall')
(7, u'shares')
(7, u'shatner')
(7, u'simplify')
(7, u'sincerely')
(7, u'sinuously')
(7, u'sisterly')
(7, u'skateboards')
(7, u'sketchiest')
(7, u'skirts')
(7, u'skittish')
(7, u'slather')
(7, u'sleaziness')
(7, u'slickest')
(7, u'slickly')
(7, u'slights')
(7, u'slowed')
(7, u'smokers')
(7, u'snagged')
(7, u'snazziness')
(7, u'sniping')
(7, u'snowman')
(7, u'sob')
(7, u'sociopathy')
(7, u'solipsistic')
(7, u'solo')
(7, u'somethings')
(7, u'somnambulant')
(7, u'sooner')
(7, u'sophistication')
(7, u'soporific')
(7, u'sorcerer')
(7, u'sorriest')
(7, u'sorts')
(7, u'spat')
(7, u'spells')
(7, u'spied')
(7, u'spikes')
(7, u'spinoff')
(7, u'spirals')
(7, u'splatter')
(7, u'spoofs')
(7, u'spookily')
(7, u'sporadically')
(7, u'sportsmanship')
(7, u'spreading')
(7, u'springing')
(7, u'springs')
(7, u'squabbling')
(7, u'stakes')
(7, u'startle')
(7, u'stave')
(7, u'sterile')
(7, u'stern')
(7, u'stickiness')
(7, u'stiletto')
(7, u'stinging')
(7, u'stomached')
(7, u'stormy')
(7, u'straddles')
(7, u'stranded')
(7, u'streaks')
(7, u'sturges')
(7, u'subdues')
(7, u'subscriber')
(7, u'substantive')
(7, u'succession')
(7, u'suicide')
(7, u'supplies')
(7, u'surehanded')
(7, u'surest')
(7, u'surrounds')
(7, u'susceptible')
(7, u'suspending')
(7, u'sydow')
(7, u'symbols')
(7, u'tackled')
(7, u'tact')
(7, u'tainted')
(7, u'tangents')
(7, u'tattoos')
(7, u'taught')
(7, u'tchaikovsky')
(7, u'techies')
(7, u'temperamental')
(7, u'temptingly')
(7, u'testimonial')
(7, u'testing')
(7, u'texan')
(7, u'thump')
(7, u'tinged')
(7, u'tipped')
(7, u'tolstoy')
(7, u'tome')
(7, u'ton')
(7, u'tornatore')
(7, u'transfixes')
(7, u'translating')
(7, u'travelogue')
(7, u'tremendously')
(7, u'trend')
(7, u'trickery')
(7, u'trifling')
(7, u'trod')
(7, u'trounce')
(7, u'trudge')
(7, u'tufano')
(7, u'tuning')
(7, u'twinkie')
(7, u'unanswered')
(7, u'unblinkingly')
(7, u'unbreakable')
(7, u'unclear')
(7, u'uncoordinated')
(7, u'uncouth')
(7, u'underdramatized')
(7, u'undergoing')
(7, u'undoing')
(7, u'unemployment')
(7, u'unengaging')
(7, u'unforgiven')
(7, u'unhappiness')
(7, u'uninitiated')
(7, u'uniqueness')
(7, u'unparalleled')
(7, u'unpleasantness')
(7, u'unsatisfactorily')
(7, u'unseen')
(7, u'unstinting')
(7, u'unsure')
(7, u'untold')
(7, u'unturned')
(7, u'unwavering')
(7, u'uproarious')
(7, u'uproariously')
(7, u'urbane')
(7, u'usher')
(7, u'ut')
(7, u'utilizing')
(7, u'vanished')
(7, u'vectors')
(7, u'veggie')
(7, u'veins')
(7, u'verete')
(7, u'verse')
(7, u'vexing')
(7, u'vicente')
(7, u'videodrome')
(7, u'villainess')
(7, u'villeneuve')
(7, u'virulently')
(7, u'vivacious')
(7, u'wane')
(7, u'wasabi')
(7, u'wazoo')
(7, u'wedge')
(7, u'wedgie')
(7, u'weimar')
(7, u'whence')
(7, u'whine')
(7, u'whoop')
(7, u'whoopee')
(7, u'widely')
(7, u'widescreen')
(7, u'wildcard')
(7, u'willingly')
(7, u'winces')
(7, u'wispy')
(7, u'wobbly')
(7, u'wolfe')
(7, u'woodman')
(7, u'worker')
(7, u'workmanlike')
(7, u'wounding')
(7, u'write')
(7, u'yahoo')
(7, u'yvan')
(7, u'ze')
(7, u'zeroes')
(7, u'zoe')
(7, u'zoning')
(6, u'1899')
(6, u'1991')
(6, u'1992')
(6, u'1994')
(6, u'1997')
(6, u'42')
(6, u'abbass')
(6, u'aboriginal')
(6, u'abused')
(6, u'achival')
(6, u'acres')
(6, u'adept')
(6, u'admiring')
(6, u'adopts')
(6, u'adored')
(6, u'ads')
(6, u'advocacy')
(6, u'affections')
(6, u'affinity')
(6, u'agape')
(6, u'aiming')
(6, u'allison')
(6, u'altered')
(6, u'amc')
(6, u'anchored')
(6, u'anthropomorphic')
(6, u'anton')
(6, u'apes')
(6, u'april')
(6, u'argentinean')
(6, u'arise')
(6, u'arithmetic')
(6, u'artwork')
(6, u'asiaphiles')
(6, u'asked')
(6, u'assesses')
(6, u'assimilated')
(6, u'assures')
(6, u'athon')
(6, u'attending')
(6, u'austere')
(6, u'automatic')
(6, u'baaaaaaaaad')
(6, u'bailiwick')
(6, u'bait')
(6, u'barbs')
(6, u'bashing')
(6, u'bazadona')
(6, u'beaches')
(6, u'bedroom')
(6, u'beijing')
(6, u'bentley')
(6, u'berlin')
(6, u'bertrand')
(6, u'betting')
(6, u'biggie')
(6, u'binging')
(6, u'birds')
(6, u'biscuit')
(6, u'bleed')
(6, u'blending')
(6, u'bless')
(6, u'blessed')
(6, u'blighter')
(6, u'blondes')
(6, u'bluffs')
(6, u'blush')
(6, u'bmws')
(6, u'bod')
(6, u'bodacious')
(6, u'bode')
(6, u'bolder')
(6, u'boldface')
(6, u'bombards')
(6, u'borrowed')
(6, u'borstal')
(6, u'botches')
(6, u'botching')
(6, u'boyz')
(6, u'brecht')
(6, u'breheny')
(6, u'brent')
(6, u'bruising')
(6, u'bundling')
(6, u'bungle')
(6, u'burlesque')
(6, u'bust')
(6, u'bypass')
(6, u'byplay')
(6, u'calibre')
(6, u'camerawork')
(6, u'cases')
(6, u'cassel')
(6, u'casualties')
(6, u'catechism')
(6, u'caused')
(6, u'caved')
(6, u'cello')
(6, u'cesspool')
(6, u'chabrolian')
(6, u'championship')
(6, u'channels')
(6, u'chaykin')
(6, u'cherished')
(6, u'chesterton')
(6, u'chilled')
(6, u'churning')
(6, u'cling')
(6, u'clocked')
(6, u'clumsiness')
(6, u'clunker')
(6, u'coastal')
(6, u'coasting')
(6, u'colleagues')
(6, u'colonialism')
(6, u'colonics')
(6, u'compelled')
(6, u'complicate')
(6, u'concubine')
(6, u'confessional')
(6, u'congeniality')
(6, u'contagious')
(6, u'contructed')
(6, u'copious')
(6, u'corbett')
(6, u'cosby')
(6, u'counterproductive')
(6, u'covered')
(6, u'cq')
(6, u'crave')
(6, u'creatively')
(6, u'crematorium')
(6, u'crowdpleaser')
(6, u'cruelly')
(6, u'crushed')
(6, u'cuaron')
(6, u'curmudgeonly')
(6, u'cuter')
(6, u'dabbles')
(6, u'danang')
(6, u'daunting')
(6, u'dazed')
(6, u'deathly')
(6, u'decline')
(6, u'decorous')
(6, u'defeatingly')
(6, u'defuses')
(6, u'degrades')
(6, u'democratic')
(6, u'demonic')
(6, u'dench')
(6, u'depalma')
(6, u'depicted')
(6, u'deploys')
(6, u'devious')
(6, u'diciness')
(6, u'dig')
(6, u'digested')
(6, u'disadvantage')
(6, u'disapproval')
(6, u'discuss')
(6, u'disintegrates')
(6, u'disoriented')
(6, u'dispatching')
(6, u'displacement')
(6, u'disrespected')
(6, u'dissection')
(6, u'documents')
(6, u'dodges')
(6, u'doggie')
(6, u'doldrums')
(6, u'dolorous')
(6, u'dosage')
(6, u'doubtful')
(6, u'downplaying')
(6, u'downplays')
(6, u'dullingly')
(6, u'dumber')
(6, u'dwells')
(6, u'dynamite')
(6, u'eee')
(6, u'egregiously')
(6, u'elicited')
(6, u'elliptically')
(6, u'emphatic')
(6, u'enact')
(6, u'encyclopedia')
(6, u'enemies')
(6, u'englishmen')
(6, u'enhance')
(6, u'enlightenment')
(6, u'enthusiastically')
(6, u'entree')
(6, u'epiphanies')
(6, u'equipped')
(6, u'establishing')
(6, u'estela')
(6, u'etched')
(6, u'evaded')
(6, u'excite')
(6, u'exhibitionism')
(6, u'expansion')
(6, u'exquisitely')
(6, u'fabulously')
(6, u'fad')
(6, u'falcon')
(6, u'fanatic')
(6, u'fearing')
(6, u'fearlessly')
(6, u'feminism')
(6, u'fencing')
(6, u'ferment')
(6, u'fetishism')
(6, u'filler')
(6, u'findings')
(6, u'fist')
(6, u'fizzability')
(6, u'flakiness')
(6, u'flatfooted')
(6, u'flattened')
(6, u'flattens')
(6, u'fleet')
(6, u'floundering')
(6, u'flurries')
(6, u'forcing')
(6, u'forged')
(6, u'formidable')
(6, u'fortify')
(6, u'frei')
(6, u'fresnadillo')
(6, u'friedman')
(6, u'frittered')
(6, u'frodo')
(6, u'fruition')
(6, u'frustrations')
(6, u'fuddled')
(6, u'galled')
(6, u'garish')
(6, u'gator')
(6, u'geniality')
(6, u'georgian')
(6, u'germany')
(6, u'ghastly')
(6, u'ghoulish')
(6, u'gibney')
(6, u'giovanni')
(6, u'glance')
(6, u'goodall')
(6, u'goodies')
(6, u'grabowsky')
(6, u'graced')
(6, u'granger')
(6, u'gratitude')
(6, u'gray')
(6, u'grumbling')
(6, u'grumpy')
(6, u'guiltless')
(6, u'gulp')
(6, u'gushing')
(6, u'hades')
(6, u'hai')
(6, u'hallelujah')
(6, u'handicap')
(6, u'hanky')
(6, u'hanley')
(6, u'hardest')
(6, u'headline')
(6, u'hearing')
(6, u'heartland')
(6, u'heartstrings')
(6, u'hem')
(6, u'herrmann')
(6, u'hideousness')
(6, u'hints')
(6, u'hitchcockianism')
(6, u'hollowness')
(6, u'holmes')
(6, u'homages')
(6, u'hoods')
(6, u'hookers')
(6, u'hoopla')
(6, u'horde')
(6, u'horizons')
(6, u'horrifyingly')
(6, u'hush')
(6, u'hustling')
(6, u'hymn')
(6, u'icky')
(6, u'imagines')
(6, u'impatient')
(6, u'implicitly')
(6, u'imprint')
(6, u'improbabilities')
(6, u'inauspicious')
(6, u'inducingly')
(6, u'inexorably')
(6, u'inexpressible')
(6, u'inexpressive')
(6, u'infants')
(6, u'infectiously')
(6, u'infinite')
(6, u'inflicted')
(6, u'inform')
(6, u'initiation')
(6, u'injected')
(6, u'intention')
(6, u'intern')
(6, u'intolerance')
(6, u'intractable')
(6, u'inversion')
(6, u'invested')
(6, u'irrigates')
(6, u'irritatingly')
(6, u'ismail')
(6, u'jangle')
(6, u'jarecki')
(6, u'join')
(6, u'jostles')
(6, u'joyful')
(6, u'juxtapositions')
(6, u'kalesniko')
(6, u'kathryn')
(6, u'katzenberg')
(6, u'knockaround')
(6, u'knucklehead')
(6, u'lagaan')
(6, u'lampoons')
(6, u'lately')
(6, u'latently')
(6, u'leaner')
(6, u'leanest')
(6, u'ledger')
(6, u'lensing')
(6, u'limbo')
(6, u'linklater')
(6, u'loathe')
(6, u'logistically')
(6, u'longley')
(6, u'loops')
(6, u'louiso')
(6, u'lull')
(6, u'lumps')
(6, u'lushness')
(6, u'luther')
(6, u'lynne')
(6, u'machinations')
(6, u'mama')
(6, u'mandy')
(6, u'matched')
(6, u'materalism')
(6, u'meanders')
(6, u'medem')
(6, u'mending')
(6, u'merrily')
(6, u'mesmerised')
(6, u'midriff')
(6, u'minac')
(6, u'mischievous')
(6, u'misdirected')
(6, u'mistakes')
(6, u'mobility')
(6, u'mock')
(6, u'modernizes')
(6, u'modicum')
(6, u'moisture')
(6, u'molehill')
(6, u'monkeys')
(6, u'motorized')
(6, u'mounts')
(6, u'moustache')
(6, u'museum')
(6, u'mystification')
(6, u'nada')
(6, u'nameless')
(6, u'nancy')
(6, u'nanook')
(6, u'naomi')
(6, u'narcissists')
(6, u'naught')
(6, u'nauseating')
(6, u'nazism')
(6, u'neglected')
(6, u'nicks')
(6, u'nicky')
(6, u'nightmares')
(6, u'noisy')
(6, u'nonethnic')
(6, u'nonjudgmentally')
(6, u'norris')
(6, u'nurtures')
(6, u'observer')
(6, u'offset')
(6, u'oft')
(6, u'omits')
(6, u'ooze')
(6, u'opportunism')
(6, u'optic')
(6, u'opulent')
(6, u'orc')
(6, u'orientation')
(6, u'ourside')
(6, u'outdoes')
(6, u'outweigh')
(6, u'overheated')
(6, u'overpowered')
(6, u'oversexed')
(6, u'pabulum')
(6, u'palmed')
(6, u'panky')
(6, u'pantomimesque')
(6, u'paramount')
(6, u'paranormal')
(6, u'patchy')
(6, u'patent')
(6, u'paula')
(6, u'payoffs')
(6, u'pegged')
(6, u'pelosi')
(6, u'perplexing')
(6, u'piecing')
(6, u'pierce')
(6, u'pitying')
(6, u'plan')
(6, u'plastered')
(6, u'plausible')
(6, u'plimpton')
(6, u'plumbed')
(6, u'pokey')
(6, u'portugal')
(6, u'postapocalyptic')
(6, u'powder')
(6, u'prehistoric')
(6, u'preposterously')
(6, u'presumes')
(6, u'pretence')
(6, u'pretentiousness')
(6, u'prod')
(6, u'prominent')
(6, u'propelled')
(6, u'prostituted')
(6, u'punched')
(6, u'putters')
(6, u'qual')
(6, u'quintessentially')
(6, u'qutting')
(6, u'rail')
(6, u'rainbow')
(6, u'rainy')
(6, u'rancid')
(6, u'ransacks')
(6, u'rash')
(6, u'rates')
(6, u'reclaiming')
(6, u'recognizably')
(6, u'recorded')
(6, u'recreated')
(6, u'recycles')
(6, u'redemptive')
(6, u'reenacting')
(6, u'reflections')
(6, u'reflexive')
(6, u'regimented')
(6, u'reginald')
(6, u'register')
(6, u'relieved')
(6, u'remove')
(6, u'renting')
(6, u'repetitively')
(6, u'reporting')
(6, u'repugnance')
(6, u'requirement')
(6, u'reshaping')
(6, u'residences')
(6, u'residents')
(6, u'respectively')
(6, u'respects')
(6, u'restate')
(6, u'retrograde')
(6, u'revigorates')
(6, u'revision')
(6, u'revolting')
(6, u'riding')
(6, u'ridley')
(6, u'rite')
(6, u'rogers')
(6, u'rom')
(6, u'romantics')
(6, u'ropes')
(6, u'rot')
(6, u'roughage')
(6, u'rouses')
(6, u'roussillon')
(6, u'rubber')
(6, u'russians')
(6, u'ryder')
(6, u'saddens')
(6, u'safely')
(6, u'salacious')
(6, u'sanitised')
(6, u'sc2')
(6, u'scalds')
(6, u'schaefer')
(6, u'schneidermeister')
(6, u'schrader')
(6, u'schultz')
(6, u'scored')
(6, u'scuttled')
(6, u'seedy')
(6, u'seldom')
(6, u'sentimentalist')
(6, u'serry')
(6, u'shag')
(6, u'shambles')
(6, u'shimizu')
(6, u'shlockmeister')
(6, u'shohei')
(6, u'shrapnel')
(6, u'shrewdly')
(6, u'shriveled')
(6, u'shum')
(6, u'signing')
(6, u'sinise')
(6, u'sissako')
(6, u'sixed')
(6, u'skipped')
(6, u'slapped')
(6, u'slc')
(6, u'slickness')
(6, u'snapping')
(6, u'snide')
(6, u'snooze')
(6, u'snuck')
(6, u'soapy')
(6, u'sofia')
(6, u'softheaded')
(6, u'solemnly')
(6, u'sometime')
(6, u'sooooo')
(6, u'spaceship')
(6, u'sparring')
(6, u'spawn')
(6, u'specter')
(6, u'spiritually')
(6, u'spittingly')
(6, u'splatterfests')
(6, u'splattering')
(6, u'sporting')
(6, u'sprawl')
(6, u'staggering')
(6, u'starship')
(6, u'stayed')
(6, u'steinis')
(6, u'sterotypes')
(6, u'stevenon')
(6, u'stiflingly')
(6, u'strictness')
(6, u'strikingly')
(6, u'strut')
(6, u'stuntwork')
(6, u'subsided')
(6, u'sufficiently')
(6, u'suffocate')
(6, u'suffused')
(6, u'sulking')
(6, u'superlative')
(6, u'sweating')
(6, u'swirl')
(6, u'symptom')
(6, u'systematically')
(6, u'tables')
(6, u'talkiness')
(6, u'tantamount')
(6, u'teams')
(6, u'teddy')
(6, u'temporal')
(6, u'tenths')
(6, u'thereafter')
(6, u'thoughtless')
(6, u'threefold')
(6, u'thrilled')
(6, u'tiger')
(6, u'tock')
(6, u'togetherness')
(6, u'toned')
(6, u'tooled')
(6, u'tools')
(6, u'topping')
(6, u'trance')
(6, u'trapeze')
(6, u'traveled')
(6, u'trimmed')
(6, u'trot')
(6, u'trove')
(6, u'trumpet')
(6, u'turpin')
(6, u'typed')
(6, u'uk')
(6, u'unaccountable')
(6, u'unafraid')
(6, u'unbelievably')
(6, u'uncluttered')
(6, u'uncommitted')
(6, u'unconcerned')
(6, u'uncool')
(6, u'undermine')
(6, u'underplays')
(6, u'underway')
(6, u'undogmatic')
(6, u'undressed')
(6, u'unease')
(6, u'unfairly')
(6, u'uninspiring')
(6, u'unintended')
(6, u'unlikeable')
(6, u'unlock')
(6, u'unpaid')
(6, u'unpleasantly')
(6, u'unreachable')
(6, u'unrelieved')
(6, u'unremittingly')
(6, u'unrepentantly')
(6, u'unsalvageability')
(6, u'unstable')
(6, u'uphill')
(6, u'uplift')
(6, u'uproar')
(6, u'upstaged')
(6, u'urbanity')
(6, u'uruk')
(6, u'useful')
(6, u'uselessly')
(6, u'usurp')
(6, u'vacuous')
(6, u'vagina')
(6, u'variable')
(6, u'varies')
(6, u'venturesome')
(6, u'vies')
(6, u'vigorously')
(6, u'volumes')
(6, u'vulgarities')
(6, u'wafer')
(6, u'warped')
(6, u'washy')
(6, u'watstein')
(6, u'weddings')
(6, u'weighed')
(6, u'weirder')
(6, u'welcomes')
(6, u'wewannour')
(6, u'whet')
(6, u'whimsicality')
(6, u'whiney')
(6, u'whirlwind')
(6, u'whitewash')
(6, u'widen')
(6, u'wiel')
(6, u'wildest')
(6, u'winks')
(6, u'wishy')
(6, u'wittier')
(6, u'wives')
(6, u'wonton')
(6, u'wreaks')
(6, u'wrecks')
(6, u'yakusho')
(6, u'yang')
(6, u'zeus')
(6, u'zinger')
(6, u'zips')
(5, u'5ths')
(5, u'77')
(5, u'96')
(5, u'abderrahmane')
(5, u'abilities')
(5, u'abundantly')
(5, u'actioner')
(5, u'ado')
(5, u'adobo')
(5, u'adrien')
(5, u'advancing')
(5, u'advert')
(5, u'aground')
(5, u'aided')
(5, u'alias')
(5, u'aloft')
(5, u'ame')
(5, u'amiss')
(5, u'anarchy')
(5, u'ape')
(5, u'applegate')
(5, u'arch')
(5, u'armenians')
(5, u'artsploitation')
(5, u'attentive')
(5, u'attractions')
(5, u'aussie')
(5, u'avalanches')
(5, u'aversion')
(5, u'bastards')
(5, u'beckons')
(5, u'bedeviled')
(5, u'belittle')
(5, u'bickering')
(5, u'bilingual')
(5, u'biologically')
(5, u'bitchy')
(5, u'biter')
(5, u'blarney')
(5, u'blatantly')
(5, u'bledel')
(5, u'blethyn')
(5, u'blinding')
(5, u'blithely')
(5, u'bloodbath')
(5, u'bluer')
(5, u'blur')
(5, u'blustery')
(5, u'bo')
(5, u'boggling')
(5, u'bolster')
(5, u'bonanza')
(5, u'bondish')
(5, u'boogaloo')
(5, u'booty')
(5, u'bottomlessly')
(5, u'boxes')
(5, u'brims')
(5, u'broaches')
(5, u'broca')
(5, u'brody')
(5, u'buffeted')
(5, u'bugged')
(5, u'burke')
(5, u'cahill')
(5, u'calculations')
(5, u'capitalizes')
(5, u'captivatingly')
(5, u'carlen')
(5, u'carlos')
(5, u'carter')
(5, u'cascade')
(5, u'catholics')
(5, u'ces')
(5, u'chardonne')
(5, u'charleston')
(5, u'charting')
(5, u'chateaus')
(5, u'choquart')
(5, u'christine')
(5, u'citizen')
(5, u'civilized')
(5, u'clinch')
(5, u'cloaked')
(5, u'closes')
(5, u'clotted')
(5, u'coated')
(5, u'colin')
(5, u'commercials')
(5, u'competently')
(5, u'completists')
(5, u'components')
(5, u'compositions')
(5, u'comprise')
(5, u'conceivable')
(5, u'confrontational')
(5, u'congrats')
(5, u'constricted')
(5, u'contain')
(5, u'contorting')
(5, u'controlled')
(5, u'conversational')
(5, u'coupling')
(5, u'crafting')
(5, u'crazier')
(5, u'croatia')
(5, u'cues')
(5, u'dearly')
(5, u'decisively')
(5, u'dedicated')
(5, u'deem')
(5, u'deliberative')
(5, u'demeo')
(5, u'demographics')
(5, u'densest')
(5, u'deny')
(5, u'deposited')
(5, u'deranged')
(5, u'describing')
(5, u'desecrations')
(5, u'desultory')
(5, u'deviously')
(5, u'digitally')
(5, u'disarming')
(5, u'disconcertingly')
(5, u'discursive')
(5, u'dishes')
(5, u'dislikable')
(5, u'disreputable')
(5, u'dissipated')
(5, u'distillation')
(5, u'distinguishes')
(5, u'disturbingly')
(5, u'diverges')
(5, u'dreaminess')
(5, u'dressing')
(5, u'dripping')
(5, u'duckling')
(5, u'dudsville')
(5, u'dwindles')
(5, u'eddy')
(5, u'edifying')
(5, u'educate')
(5, u'embodies')
(5, u'emphasising')
(5, u'endgame')
(5, u'energizing')
(5, u'enhancing')
(5, u'ensnare')
(5, u'entitled')
(5, u'envelops')
(5, u'escapades')
(5, u'eschews')
(5, u'essay')
(5, u'ethan')
(5, u'eun')
(5, u'evoked')
(5, u'examining')
(5, u'exasperatingly')
(5, u'exclusively')
(5, u'exhibits')
(5, u'exhilaratingly')
(5, u'expressly')
(5, u'extends')
(5, u'extrusion')
(5, u'exude')
(5, u'fades')
(5, u'fairies')
(5, u'farm')
(5, u'faulted')
(5, u'fetid')
(5, u'fiendish')
(5, u'fifties')
(5, u'flashbulb')
(5, u'flatman')
(5, u'fools')
(5, u'forewarned')
(5, u'forgot')
(5, u'fosters')
(5, u'frolic')
(5, u'frosty')
(5, u'fuelled')
(5, u'fuses')
(5, u'gamely')
(5, u'garth')
(5, u'gasps')
(5, u'gaunt')
(5, u'georgia')
(5, u'giannini')
(5, u'gidget')
(5, u'giler')
(5, u'glows')
(5, u'glumly')
(5, u'governmental')
(5, u'graceland')
(5, u'gracious')
(5, u'graphically')
(5, u'greta')
(5, u'grossest')
(5, u'guard')
(5, u'guises')
(5, u'gunfest')
(5, u'gushy')
(5, u'gymnastics')
(5, u'halle')
(5, u'hamstrung')
(5, u'harps')
(5, u'hats')
(5, u'headbanger')
(5, u'headly')
(5, u'heedless')
(5, u'helga')
(5, u'helpful')
(5, u'hereby')
(5, u'hirosue')
(5, u'histrionic')
(5, u'hjejle')
(5, u'hjelje')
(5, u'hmmmmm')
(5, u'horrid')
(5, u'horrific')
(5, u'hudson')
(5, u'hundert')
(5, u'iben')
(5, u'illuminates')
(5, u'imbecilic')
(5, u'immaculately')
(5, u'immersive')
(5, u'impair')
(5, u'impetuousness')
(5, u'imposter')
(5, u'impressionistic')
(5, u'incurably')
(5, u'indieflick')
(5, u'indispensable')
(5, u'indulges')
(5, u'innate')
(5, u'interact')
(5, u'interfering')
(5, u'interlocked')
(5, u'intervention')
(5, u'invokes')
(5, u'irredeemably')
(5, u'isolated')
(5, u'iteration')
(5, u'ivy')
(5, u'jae')
(5, u'jerky')
(5, u'jose')
(5, u'josh')
(5, u'joylessly')
(5, u'judaism')
(5, u'juiced')
(5, u'katherine')
(5, u'keenly')
(5, u'kev')
(5, u'kidd')
(5, u'knockoff')
(5, u'knocks')
(5, u'lackadaisical')
(5, u'lagging')
(5, u'larded')
(5, u'laura')
(5, u'lazily')
(5, u'leaning')
(5, u'leers')
(5, u'lethally')
(5, u'lightest')
(5, u'limply')
(5, u'linger')
(5, u'lingual')
(5, u'lipped')
(5, u'lipstick')
(5, u'lodge')
(5, u'longevity')
(5, u'losin')
(5, u'luc')
(5, u'lucid')
(5, u'lucks')
(5, u'lusty')
(5, u'lux')
(5, u'mafia')
(5, u'malnourished')
(5, u'manically')
(5, u'marcus')
(5, u'masquerading')
(5, u'mass')
(5, u'masterpeice')
(5, u'mccoist')
(5, u'meanest')
(5, u'mediterranean')
(5, u'meeting')
(5, u'melts')
(5, u'meshes')
(5, u'methodical')
(5, u'milking')
(5, u'mingles')
(5, u'misbegotten')
(5, u'miscalculates')
(5, u'miscalculations')
(5, u'miserably')
(5, u'misfires')
(5, u'mishandle')
(5, u'misleading')
(5, u'missteps')
(5, u'modeled')
(5, u'modernized')
(5, u'morgen')
(5, u'morphs')
(5, u'morrissette')
(5, u'moulds')
(5, u'mumbles')
(5, u'muting')
(5, u'naqoyqatsi')
(5, u'navigates')
(5, u'negated')
(5, u'nia')
(5, u'niftiest')
(5, u'nonchalantly')
(5, u'oblivious')
(5, u'oeuvre')
(5, u'ong')
(5, u'oo')
(5, u'oozes')
(5, u'os')
(5, u'ouzo')
(5, u'overdone')
(5, u'overflows')
(5, u'overload')
(5, u'overrides')
(5, u'paltrow')
(5, u'pap')
(5, u'paraphrase')
(5, u'parlance')
(5, u'parmentier')
(5, u'parting')
(5, u'paved')
(5, u'paymer')
(5, u'peaked')
(5, u'peevish')
(5, u'persistence')
(5, u'pessimists')
(5, u'petty')
(5, u'philosophic')
(5, u'photographic')
(5, u'piercingly')
(5, u'pig')
(5, u'piquant')
(5, u'poetically')
(5, u'poky')
(5, u'pollyana')
(5, u'poof')
(5, u'populating')
(5, u'porthole')
(5, u'posits')
(5, u'pour')
(5, u'pouty')
(5, u'preach')
(5, u'psychodramatics')
(5, u'pug')
(5, u'punchline')
(5, u'punitive')
(5, u'puppy')
(5, u'puttingly')
(5, u'radiates')
(5, u'rawness')
(5, u'reaffirms')
(5, u'reenactment')
(5, u'reflected')
(5, u'represent')
(5, u'representing')
(5, u'respective')
(5, u'rivals')
(5, u'roars')
(5, u'rodan')
(5, u'russo')
(5, u'ryoko')
(5, u'salaries')
(5, u'sample')
(5, u'samuel')
(5, u'satisfactorily')
(5, u'scenarios')
(5, u'schweig')
(5, u'scorcher')
(5, u'scotches')
(5, u'scouse')
(5, u'scripters')
(5, u'seaside')
(5, u'senegalese')
(5, u'sepia')
(5, u'seriocomic')
(5, u'sexploitation')
(5, u'shapely')
(5, u'shave')
(5, u'shifty')
(5, u'shimmeringly')
(5, u'shimmers')
(5, u'shortage')
(5, u'showboating')
(5, u'sidedness')
(5, u'simpler')
(5, u'siren')
(5, u'situates')
(5, u'skit')
(5, u'slipperiness')
(5, u'sloughs')
(5, u'slowness')
(5, u'softly')
(5, u'sontag')
(5, u'spades')
(5, u'spalding')
(5, u'sparked')
(5, u'spotlights')
(5, u'spotty')
(5, u'stallion')
(5, u'standing')
(5, u'stanzas')
(5, u'steadily')
(5, u'steamboat')
(5, u'stimulus')
(5, u'stodgy')
(5, u'strenuous')
(5, u'strident')
(5, u'stroked')
(5, u'stubborn')
(5, u'stupefying')
(5, u'stylishly')
(5, u'stymied')
(5, u'suffice')
(5, u'sweep')
(5, u'sychowski')
(5, u'sylvie')
(5, u'tacks')
(5, u'tactfully')
(5, u'tease')
(5, u'telegraphs')
(5, u'telenovela')
(5, u'tendentious')
(5, u'tenderly')
(5, u'tennessee')
(5, u'tezuka')
(5, u'theorizing')
(5, u'thievery')
(5, u'thoughtlessly')
(5, u'thrillingly')
(5, u'thuds')
(5, u'thus')
(5, u'touts')
(5, u'tov')
(5, u'towering')
(5, u'towers')
(5, u'tracking')
(5, u'tres')
(5, u'troupe')
(5, u'tunis')
(5, u'tupac')
(5, u'ugh')
(5, u'uglier')
(5, u'um')
(5, u'unaware')
(5, u'unconned')
(5, u'underlined')
(5, u'undermined')
(5, u'underwater')
(5, u'underwhelming')
(5, u'undiminished')
(5, u'unencouraging')
(5, u'unexamined')
(5, u'unhappily')
(5, u'unlaughable')
(5, u'unrequited')
(5, u'unspeakable')
(5, u'unspeakably')
(5, u'untrained')
(5, u'uplifter')
(5, u'upside')
(5, u'vibrantly')
(5, u'violated')
(5, u'virtual')
(5, u'visualizing')
(5, u'vote')
(5, u'voyage')
(5, u'voyeur')
(5, u'wades')
(5, u'waged')
(5, u'wail')
(5, u'wanna')
(5, u'wanton')
(5, u'weaned')
(5, u'wending')
(5, u'whereas')
(5, u'whistle')
(5, u'whit')
(5, u'whites')
(5, u'wisp')
(5, u'wistfully')
(5, u'womanhood')
(5, u'wordy')
(5, u'wretched')
(5, u'ww')
(5, u'yeah')
(5, u'yields')
(5, u'zaza')
(5, u'zip')
(5, u'zzzzzzzzz')
(4, u'70')
(4, u'78')
(4, u'98')
(4, u'aaa')
(4, u'accompanied')
(4, u'ackerman')
(4, u'affects')
(4, u'alain')
(4, u'alfonso')
(4, u'alt')
(4, u'anarchists')
(4, u'anchor')
(4, u'annoyances')
(4, u'appetizer')
(4, u'applied')
(4, u'approximation')
(4, u'arctic')
(4, u'armenian')
(4, u'artnering')
(4, u'averse')
(4, u'ayres')
(4, u'babies')
(4, u'ballsy')
(4, u'bardem')
(4, u'barred')
(4, u'beating')
(4, u'belinsky')
(4, u'bergman')
(4, u'bjarne')
(4, u'blandly')
(4, u'blends')
(4, u'blimp')
(4, u'bloodwork')
(4, u'boarders')
(4, u'boris')
(4, u'bratt')
(4, u'breen')
(4, u'brett')
(4, u'bristles')
(4, u'broder')
(4, u'bui')
(4, u'buyers')
(4, u'bypassing')
(4, u'byways')
(4, u'captive')
(4, u'causes')
(4, u'celebrityhood')
(4, u'chalk')
(4, u'charlize')
(4, u'cheapen')
(4, u'chitchat')
(4, u'chop')
(4, u'christ')
(4, u'clears')
(4, u'clothed')
(4, u'commander')
(4, u'compete')
(4, u'complaints')
(4, u'conceited')
(4, u'conforms')
(4, u'congratulatory')
(4, u'consumers')
(4, u'contemplates')
(4, u'contribute')
(4, u'convinces')
(4, u'cooks')
(4, u'cornball')
(4, u'counting')
(4, u'courtney')
(4, u'coy')
(4, u'crassness')
(4, u'cribbed')
(4, u'crooned')
(4, u'culled')
(4, u'culmination')
(4, u'dan')
(4, u'debatable')
(4, u'debuts')
(4, u'delayed')
(4, u'delves')
(4, u'derivativeness')
(4, u'destin')
(4, u'detention')
(4, u'devoted')
(4, u'devotedly')
(4, u'dewy')
(4, u'directive')
(4, u'disagreeable')
(4, u'discards')
(4, u'discloses')
(4, u'disconnection')
(4, u'disgusted')
(4, u'dismally')
(4, u'dodge')
(4, u'dodgy')
(4, u'dominates')
(4, u'doodled')
(4, u'dredge')
(4, u'drek')
(4, u'drudgery')
(4, u'dumplings')
(4, u'duties')
(4, u'dutifully')
(4, u'dynamism')
(4, u'dynamited')
(4, u'echo')
(4, u'emaciated')
(4, u'embarking')
(4, u'enamored')
(4, u'enlivens')
(4, u'entertainments')
(4, u'errs')
(4, u'espite')
(4, u'establish')
(4, u'eternally')
(4, u'exceeding')
(4, u'exhaustingly')
(4, u'expressively')
(4, u'exuberantly')
(4, u'fabuleux')
(4, u'fairness')
(4, u'famed')
(4, u'felinni')
(4, u'fertility')
(4, u'fifths')
(4, u'flagellation')
(4, u'flails')
(4, u'flounders')
(4, u'fudges')
(4, u'fulford')
(4, u'fustily')
(4, u'gabriele')
(4, u'garbus')
(4, u'generically')
(4, u'genocide')
(4, u'ghostbusters')
(4, u'glacially')
(4, u'glitzy')
(4, u'grader')
(4, u'graduation')
(4, u'griffin')
(4, u'groaner')
(4, u'grounds')
(4, u'grungy')
(4, u'hackery')
(4, u'hairy')
(4, u'hammily')
(4, u'hanukkah')
(4, u'hateful')
(4, u'heading')
(4, u'heaped')
(4, u'hearty')
(4, u'heremakono')
(4, u'hogwash')
(4, u'hooked')
(4, u'hoult')
(4, u'humbuggery')
(4, u'ignites')
(4, u'implication')
(4, u'ineffable')
(4, u'innuendoes')
(4, u'instructs')
(4, u'insurrection')
(4, u'intimately')
(4, u'intoxicatingly')
(4, u'isabelle')
(4, u'italy')
(4, u'janey')
(4, u'janszen')
(4, u'javier')
(4, u'jesus')
(4, u'jock')
(4, u'johnnie')
(4, u'judith')
(4, u'katz')
(4, u'keener')
(4, u'kilted')
(4, u'kjell')
(4, u'labels')
(4, u'labors')
(4, u'labours')
(4, u'ladles')
(4, u'laggard')
(4, u'lantern')
(4, u'launch')
(4, u'lay')
(4, u'leafing')
(4, u'lethargically')
(4, u'limps')
(4, u'locusts')
(4, u'loneliest')
(4, u'lovably')
(4, u'lovebirds')
(4, u'loveless')
(4, u'lushly')
(4, u'magnifique')
(4, u'maids')
(4, u'mantra')
(4, u'mar')
(4, u'marveilleux')
(4, u'masala')
(4, u'masochistic')
(4, u'masseur')
(4, u'mcconaughey')
(4, u'mccracken')
(4, u'mcklusky')
(4, u'meatballs')
(4, u'mibii')
(4, u'mimetic')
(4, u'morose')
(4, u'munch')
(4, u'nailbiter')
(4, u'niblet')
(4, u'nuld')
(4, u'oodles')
(4, u'overacted')
(4, u'parris')
(4, u'passionately')
(4, u'patric')
(4, u'pc')
(4, u'penned')
(4, u'penotti')
(4, u'perspicacious')
(4, u'perversely')
(4, u'pinheads')
(4, u'pooper')
(4, u'populates')
(4, u'potty')
(4, u'prepared')
(4, u'preposterousness')
(4, u'proficiently')
(4, u'profits')
(4, u'puzzles')
(4, u'ragbag')
(4, u'rapturous')
(4, u'realist')
(4, u'reassembled')
(4, u'recoing')
(4, u'rejection')
(4, u'rejects')
(4, u'repugnant')
(4, u'respites')
(4, u'retrospectively')
(4, u'reverberates')
(4, u'reviewed')
(4, u'reward')
(4, u'reworks')
(4, u'riddled')
(4, u'ritual')
(4, u'roaring')
(4, u'romanticized')
(4, u'routinely')
(4, u'royals')
(4, u'rubbish')
(4, u'rudy')
(4, u'salient')
(4, u'salvos')
(4, u'satan')
(4, u'scam')
(4, u'scan')
(4, u'scoopers')
(4, u'seigner')
(4, u'sentimentalized')
(4, u'serenely')
(4, u'sexiness')
(4, u'sha')
(4, u'shankman')
(4, u'shellshock')
(4, u'shockers')
(4, u'shouts')
(4, u'shunji')
(4, u'sia')
(4, u'sidey')
(4, u'skeptics')
(4, u'skilled')
(4, u'skirmishes')
(4, u'sleepwalk')
(4, u'slides')
(4, u'slips')
(4, u'slop')
(4, u'smackdown')
(4, u'smitten')
(4, u'smoke')
(4, u'snoozer')
(4, u'sociopath')
(4, u'sodden')
(4, u'songbird')
(4, u'soupy')
(4, u'soured')
(4, u'spacey')
(4, u'spade')
(4, u'spaniel')
(4, u'spielbergian')
(4, u'spindly')
(4, u'spoiler')
(4, u'stability')
(4, u'staircase')
(4, u'stalked')
(4, u'starry')
(4, u'stink')
(4, u'storytellers')
(4, u'strongman')
(4, u'struts')
(4, u'stupidities')
(4, u'suey')
(4, u'sugarcoated')
(4, u'summary')
(4, u'superheroics')
(4, u'supplied')
(4, u'survives')
(4, u'suspenser')
(4, u'talkers')
(4, u'tay')
(4, u'teasing')
(4, u'temper')
(4, u'theological')
(4, u'tiring')
(4, u'tobey')
(4, u'tomfoolery')
(4, u'tonally')
(4, u'toolbags')
(4, u'touchingly')
(4, u'transgression')
(4, u'treacle')
(4, u'trey')
(4, u'trim')
(4, u'trusts')
(4, u'truths')
(4, u'turntable')
(4, u'twister')
(4, u'umpteenth')
(4, u'uncharismatically')
(4, u'uncovers')
(4, u'underachieves')
(4, u'underdeveloped')
(4, u'underlines')
(4, u'unders')
(4, u'unembarrassing')
(4, u'unfurls')
(4, u'unmistakably')
(4, u'unravels')
(4, u'unromantic')
(4, u'unsuccessfully')
(4, u'untidily')
(4, u'updates')
(4, u'updatings')
(4, u'utilizes')
(4, u'uwe')
(4, u'uzumaki')
(4, u'veggietales')
(4, u'ventures')
(4, u'warnings')
(4, u'wavers')
(4, u'wealth')
(4, u'wearisome')
(4, u'weiss')
(4, u'wes')
(4, u'wierzbicki')
(4, u'yarns')
(4, u'yawner')
(4, u'zellweger')
(3, u'aan')
(3, u'accumulate')
(3, u'adapts')
(3, u'affirmational')
(3, u'alarms')
(3, u'alternates')
(3, u'aptly')
(3, u'ark')
(3, u'arteta')
(3, u'assed')
(3, u'axel')
(3, u'ayala')
(3, u'baio')
(3, u'balkans')
(3, u'beckett')
(3, u'bibbidy')
(3, u'blisteringly')
(3, u'blushing')
(3, u'blutarsky')
(3, u'bluto')
(3, u'bobbidi')
(3, u'boosterism')
(3, u'butterfingered')
(3, u'bytes')
(3, u'campbell')
(3, u'carey')
(3, u'catsup')
(3, u'ceo')
(3, u'chef')
(3, u'chirpy')
(3, u'cloaks')
(3, u'coarse')
(3, u'coburn')
(3, u'cockeyed')
(3, u'colorfully')
(3, u'conceptually')
(3, u'confounding')
(3, u'conquers')
(3, u'cries')
(3, u'crikey')
(3, u'crisply')
(3, u'dafoe')
(3, u'dangerfield')
(3, u'deepa')
(3, u'degenerates')
(3, u'delia')
(3, u'deliriously')
(3, u'deok')
(3, u'dignified')
(3, u'disposible')
(3, u'diversions')
(3, u'draggin')
(3, u'eckstraordinarily')
(3, u'elvira')
(3, u'featherweight')
(3, u'femme')
(3, u'festers')
(3, u'fiendishly')
(3, u'forages')
(3, u'fortunately')
(3, u'garbled')
(3, u'gays')
(3, u'giggling')
(3, u'girardot')
(3, u'glazed')
(3, u'glizty')
(3, u'gorgeousness')
(3, u'goths')
(3, u'granddad')
(3, u'greaseballs')
(3, u'greg')
(3, u'halos')
(3, u'hellstenius')
(3, u'honks')
(3, u'honorably')
(3, u'hovering')
(3, u'humorously')
(3, u'hunnam')
(3, u'hutchins')
(3, u'impeccably')
(3, u'impresses')
(3, u'infuriatingly')
(3, u'ingeniously')
(3, u'initially')
(3, u'insular')
(3, u'interminably')
(3, u'irreparably')
(3, u'judging')
(3, u'ken')
(3, u'ki')
(3, u'komediant')
(3, u'koshashvili')
(3, u'kramer')
(3, u'kudos')
(3, u'locale')
(3, u'maggio')
(3, u'mariah')
(3, u'mastering')
(3, u'mccrudden')
(3, u'melds')
(3, u'merry')
(3, u'monroe')
(3, u'moretti')
(3, u'mushes')
(3, u'mythmaking')
(3, u'negativity')
(3, u'niccol')
(3, u'numbness')
(3, u'nursery')
(3, u'occasion')
(3, u'occurrences')
(3, u'pandemonium')
(3, u'partying')
(3, u'pascale')
(3, u'peerlessly')
(3, u'phoned')
(3, u'punitively')
(3, u'quibbles')
(3, u'rats')
(3, u'rehearsed')
(3, u'reigns')
(3, u'rosa')
(3, u'rosenthal')
(3, u'roughly')
(3, u'rung')
(3, u'salaciously')
(3, u'sewer')
(3, u'shamefully')
(3, u'slummer')
(3, u'sneering')
(3, u'snubbing')
(3, u'speck')
(3, u'stagecrafts')
(3, u'steadfastly')
(3, u'steinberg')
(3, u'strategy')
(3, u'strips')
(3, u'stuporously')
(3, u'subconscious')
(3, u'subcultures')
(3, u'sunk')
(3, u'tentative')
(3, u'tightly')
(3, u'trading')
(3, u'troll')
(3, u'tully')
(3, u'twirls')
(3, u'unambitious')
(3, u'unrealistic')
(3, u'unrepentant')
(3, u'unsophisticated')
(3, u'venezuelans')
(3, u'victor')
(3, u'wanker')
(3, u'whirls')
(3, u'wong')
(3, u'xiaoshuai')
(3, u'yo')
(2, u'abysmally')
(2, u'audrey')
(2, u'bella')
(2, u'beresford')
(2, u'berling')
(2, u'bernal')
(2, u'bogdanich')
(2, u'buries')
(2, u'caviezel')
(2, u'characterisation')
(2, u'charly')
(2, u'cineasts')
(2, u'claire')
(2, u'cusack')
(2, u'cynics')
(2, u'delirious')
(2, u'demi')
(2, u'denver')
(2, u'dipsticks')
(2, u'dolman')
(2, u'drowning')
(2, u'efteriades')
(2, u'elmo')
(2, u'equlibrium')
(2, u'execrable')
(2, u'falsehoods')
(2, u'flopped')
(2, u'formuliac')
(2, u'fubar')
(2, u'grenier')
(2, u'hardman')
(2, u'hatosy')
(2, u'hmmm')
(2, u'illiterate')
(2, u'intermingling')
(2, u'jaunty')
(2, u'jeffs')
(2, u'khouri')
(2, u'kiarostami')
(2, u'lavishly')
(2, u'malone')
(2, u'mana')
(2, u'martyr')
(2, u'mazel')
(2, u'merci')
(2, u'mon')
(2, u'officially')
(2, u'oliveira')
(2, u'oops')
(2, u'otto')
(2, u'ou')
(2, u'overburdened')
(2, u'overhearing')
(2, u'pedro')
(2, u'philosophically')
(2, u'priggish')
(2, u'puportedly')
(2, u'quelle')
(2, u'rashomon')
(2, u'reeboir')
(2, u'rehearsals')
(2, u'roh')
(2, u'romething')
(2, u'ruh')
(2, u'rymer')
(2, u'ryosuke')
(2, u'sa')
(2, u'sallies')
(2, u'schnieder')
(2, u'sensitively')
(2, u'shackles')
(2, u'shoving')
(2, u'snapshot')
(2, u'snoots')
(2, u'spectators')
(2, u'spiderman')
(2, u'symbolically')
(2, u'tautou')
(2, u'terrified')
(2, u'turturro')
(2, u'ub')
(2, u'unintelligible')
(2, u'unofficially')
(2, u'unspools')
(2, u'unsurprisingly')
(2, u'unwillingness')
(2, u'yep')
(2, u'zigzag')
(2, u'zoom')
(1, u'aggrieved')
(1, u'anciently')
(1, u'casings')
(1, u'credulity')
(1, u'foreshadowing')
(1, u'harmlessly')
(1, u'implied')
(1, u'joshua')
(1, u'lifted')
(1, u'luis')
(1, u'marinated')
(1, u'omitted')
(1, u'overstylized')
(1, u'petter')
(1, u'piles')
(1, u'prechewed')
(1, u'recovers')
(1, u'retrospective')
(1, u'roland')
(1, u'tu')
(1, u'underventilated')
(1, u'unsaid')
(1, u'upends')
Problem with occurrence count of words:
Solution:
Refinement on tf:
Let's compute tf and tf-idf :
In [58]:
tf_transformer = TfidfTransformer(use_idf=False).fit(X_train_counts)
X_train_tf = tf_transformer.transform(X_train_counts)
In [59]:
# 156060 rows of train data & 15240 features (one for each vocabulary word)
X_train_tf.shape
Out[59]:
(156060, 15240)
In [69]:
# print some values of tf-idf transformed feature vector
print X_train_tf[1:2]
(0, 5837) 0.258198889747
(0, 5323) 0.258198889747
(0, 5821) 0.258198889747
(0, 7217) 0.258198889747
(0, 14871) 0.258198889747
(0, 13503) 0.258198889747
(0, 288) 0.258198889747
(0, 13505) 0.516397779494
(0, 3490) 0.258198889747
(0, 4577) 0.258198889747
(0, 9227) 0.258198889747
(0, 11837) 0.258198889747
In the above code, we first used the fit() method to fit our estimator and then the transform() method to transform our count-matrix to a tf-idf representation.
These two steps can be combined using fit_transform() method.
In [83]:
tfidf_transformer = TfidfTransformer()
X_train_tfidf = tfidf_transformer.fit_transform(X_train_counts)
X_train_tfidf.shape
Out[83]:
(156060, 15240)
In [84]:
clf = MultinomialNB().fit(X_train_tfidf, y_train)
In [85]:
predicted = clf.predict(X_train_tfidf)
In [86]:
np.mean(predicted == y_train)
Out[86]:
0.62973215429962837
In order to make the vectorizer => transformer => classifier easier to work with, scikit-learn provides a Pipeline class that behaves like a compound classifier.
You can compare the above accuracy result of the classifier without using Pipeline and the below accuracy result of the classifier while using Pipeline class. It's the same. Hence, Pipeline class highly simplifies our task of tokenizing and tfidf conversion.
In [97]:
text_clf = Pipeline([
('vect', CountVectorizer()),
('tfidf', TfidfTransformer()),
('clf', MultinomialNB()),
])
In [98]:
text_clf.fit(X_train, y_train)
Out[98]:
Pipeline(memory=None,
steps=[('vect', CountVectorizer(analyzer=u'word', binary=False, decode_error=u'strict',
dtype=<type 'numpy.int64'>, encoding=u'utf-8', input=u'content',
lowercase=True, max_df=1.0, max_features=None, min_df=1,
ngram_range=(1, 1), preprocessor=None, stop_words=None,
st...False,
use_idf=True)), ('clf', MultinomialNB(alpha=1.0, class_prior=None, fit_prior=True))])
In [99]:
predicted = text_clf.predict(X_train)
In [100]:
np.mean(predicted == y_train)
Out[100]:
0.62973215429962837
Let's use stop words filter in CountVectorizer method and see how it affects the classifier's accuracy. We see that this increases accuracy.
In [102]:
text_clf = Pipeline([
('vect', CountVectorizer(stop_words='english')),
('tfidf', TfidfTransformer()),
('clf', MultinomialNB()),
])
text_clf.fit(X_train, y_train)
predicted = text_clf.predict(X_train)
np.mean(predicted == y_train)
Out[102]:
0.63321799307958482
In [128]:
target_names = y_train.unique()
#np.array(map(str, target_names))
#np.char.mod('%d', target_names)
target_names = ['0', '1', '2', '3', '4']
print (classification_report(
y_train, \
predicted, \
target_names = target_names
))
precision recall f1-score support
0 0.77 0.08 0.15 7072
1 0.61 0.34 0.44 27273
2 0.64 0.92 0.76 79582
3 0.59 0.46 0.52 32927
4 0.77 0.10 0.17 9206
avg / total 0.64 0.63 0.59 156060
In [129]:
print (confusion_matrix(y_train, predicted))
[[ 580 3005 3346 137 4]
[ 136 9273 16986 868 10]
[ 30 2481 73022 4011 38]
[ 6 386 17270 15054 211]
[ 0 47 2877 5391 891]]
In [139]:
text_clf = Pipeline([
('vect', CountVectorizer(stop_words='english')),
('tfidf', TfidfTransformer()),
('clf', SGDClassifier(loss='modified_huber', shuffle=True, penalty='l2', alpha=1e-3, random_state=42, max_iter=5, tol=None)),
])
text_clf.fit(X_train, y_train)
predicted = text_clf.predict(X_train)
np.mean(predicted == y_train)
Out[139]:
0.54136229655260792
In [137]:
text_clf = Pipeline([
('vect', CountVectorizer(stop_words='english', max_features=5000)),
('tfidf', TfidfTransformer()),
('clf', LogisticRegression())
])
text_clf.fit(X_train, y_train)
predicted = text_clf.predict(X_train)
np.mean(predicted == y_train)
Out[137]:
0.64022811739074714
In [142]:
text_clf = Pipeline([
('vect', CountVectorizer(stop_words='english', max_features=5000)),
('tfidf', TfidfTransformer()),
('clf', OneVsOneClassifier(LinearSVC()))
])
text_clf.fit(X_train, y_train)
predicted = text_clf.predict(X_train)
np.mean(predicted == y_train)
Out[142]:
0.66293092400358833
In [135]:
test.info()
<class 'pandas.core.frame.DataFrame'>
Int64Index: 66292 entries, 0 to 66291
Data columns (total 3 columns):
PhraseId 66292 non-null int64
SentenceId 66292 non-null int64
Phrase 66292 non-null object
dtypes: int64(2), object(1)
memory usage: 2.0+ MB
In [35]:
X_test = test['Phrase']
phraseIds = test['PhraseId']
predicted = text_clf.predict(X_test)
output = pd.DataFrame( data={"PhraseId":phraseIds, "Sentiment":predicted} )
#output.to_csv( "submission.csv", index=False, quoting=3 )
Content source: chapagain/kaggle-competitions-solution
Similar notebooks: