LEGEND_NAME = Gibbs_LDA

BP_sLDAGibbs_LDAMED_sLDA
PC_sLDAlogistic_regr

LABEL_NAME = more_than_2_out_of_4_stars

more_than_2_out_of_4_stars

FRAC_LABELS = 0.1

0.050.10.2
1.0

N_STATES = 100.0

10.025.050.0
100.0nan
SNAPSHOT_SRCFILE:
/results/bow_pang_movie_reviews_v20170929/20170930-mod_name=slda__np-frac_labels=0.100-n_states=100-alpha=0.1000-tau=0.0100-lambda_w=0.001-init_name=rand_smooth_background-alg_name=mallet_gibbs_sampler-n_batches=1/10/lap0001600.000_topic_model_snapshot

55/100

-71.6


0.768 
moronic             

0.676 
o'donnel            

0.630 
unimaginable        

0.574 
awful               

0.572 
pointless           

0.553 
thankless           

0.549 
blatant             

0.531 
downright           

0.530 
unwatchable         

0.519 
unfunny             

0.507 
ninety              

0.498 
nasty               

0.498 
uninspired          

0.491 
laughably           

0.487 
inane               

24/100

-33.1


0.556 
moviegoers          

0.517 
infuriate           

0.501 
elicit              

0.480 
hackney             

0.474 
clichés             

0.467 
violin              

0.443 
setup               

0.438 
seconds             

0.435 
unsympathetic       

0.417 
momentum            

0.409 
reassure            

0.407 
partial             

0.406 
58                  

0.384 
rewrite             

0.383 
drags               

44/100

-17.7


0.988 
church              

0.982 
christ              

0.915 
catholic            

0.887 
priest              

0.852 
religion            

0.844 
bible               

0.792 
religious           

0.784 
dogma               

0.767 
god                 

0.708 
sins                

0.693 
waves               

0.673 
preacher            

0.665 
von                 

0.664 
minister            

0.648 
christians          

36/100

-16.8


0.993 
stanford            

0.978 
counsel             

0.947 
keanu               

0.941 
reeves              

0.676 
sluggish            

0.634 
light-hearted       

0.589 
overlong            

0.565 
traps               

0.533 
adept               

0.526 
universe            

0.518 
co-stars            

0.462 
fifteen             

0.462 
general             

0.423 
cohort              

0.422 
befriends           

21/100

-15.8


0.888 
diary               

0.851 
publish             

0.836 
novelist            

0.771 
literary            

0.753 
library             

0.703 
books               

0.696 
book                

0.646 
read                

0.624 
author              

0.537 
journal             

0.536 
novels              

0.490 
dim                 

0.486 
quoted              

0.480 
web                 

0.478 
best-seller         

70/100

-15.1


0.995 
sequel              

0.976 
sequels             

0.969 
myers               

0.847 
ranger              

0.834 
install             

0.808 
predecessor         

0.777 
brady               

0.650 
witch               

0.616 
retread             

0.609 
blair               

0.515 
basil               

0.494 
jeopardy            

0.483 
incarnate           

0.481 
90s                 

0.475 
origin              

51/100

-14.3


0.989 
disco               

0.967 
dancer              

0.924 
dance               

0.864 
opera               

0.857 
ballet              

0.833 
danced              

0.817 
soap                

0.774 
instructor          

0.688 
exuberant           

0.685 
endeavor            

0.624 
coyote              

0.618 
upscale             

0.610 
fever               

0.578 
meyer               

0.560 
drill               

68/100

-14.1


0.995 
kane                

0.994 
kilmer              

0.993 
val                 

0.992 
murray              

0.959 
gallagher           

0.893 
oz                  

0.875 
wizard              

0.811 
giant               

0.790 
stamp               

0.788 
mighty              

0.768 
elliot              

0.730 
kit                 

0.713 
filthy              

0.705 
outfit              

0.705 
saint               

58/100

-12.8


0.712 
apartment           

0.695 
nurses              

0.633 
shop                

0.617 
roses               

0.614 
acquaintances       

0.543 
diner               

0.517 
flirt               

0.511 
cab                 

0.478 
portman             

0.471 
net                 

0.464 
phone               

0.454 
indie               

0.427 
confides            

0.427 
tacky               

0.419 
caustic             

0/100

-12.8


0.892 
workplace           

0.873 
upper-class         

0.643 
onscreen            

0.627 
exploitive          

0.516 
gigantic            

0.493 
thusly              

0.486 
implied             

0.466 
madden              

0.443 
anymore             

0.423 
cripple             

0.422 
comprehend          

0.418 
underlies           

0.401 
weary               

0.398 
1999                

0.393 
symbol              

57/100

-12.3


0.978 
col                 

0.976 
colonel             

0.942 
civilian            

0.918 
soldier             

0.865 
troop               

0.831 
sergeant            

0.829 
sgt                 

0.806 
ww11                

0.804 
das                 

0.796 
capt                

0.796 
navy                

0.756 
military            

0.727 
combat              

0.709 
lt                  

0.693 
army                

69/100

-12.2


0.988 
teddy               

0.981 
cat                 

0.981 
cats                

0.939 
chloe               

0.938 
dog                 

0.850 
dogs                

0.836 
darn                

0.801 
101                 

0.741 
mouse               

0.737 
puppy               

0.730 
pigs                

0.685 
daniels             

0.608 
thread              

0.596 
skip                

0.569 
bishop              

13/100

-10.0


0.994 
fraser              

0.991 
denzel              

0.985 
hackman             

0.903 
hurricane           

0.883 
twilight            

0.854 
washington          

0.821 
reese               

0.813 
brendan             

0.780 
devil               

0.761 
carter              

0.735 
foster              

0.720 
sutherland          

0.698 
bernstein           

0.682 
tide                

0.659 
harris              

78/100

-9.2


0.718 
uncle               

0.668 
servant             

0.632 
house               

0.611 
mansion             

0.608 
household           

0.607 
loan                

0.566 
well-acted          

0.547 
lili                

0.539 
housekeeper         

0.531 
overbearing         

0.516 
niece               

0.506 
hobby               

0.495 
housewife           

0.483 
guest               

0.479 
selfish             

9/100

-9.1


0.986 
gang                

0.970 
mobster             

0.946 
mob                 

0.851 
underworld          

0.834 
gangster            

0.823 
shootout            

0.796 
mafia               

0.689 
stylized            

0.677 
thugs               

0.673 
pals                

0.624 
boss                

0.607 
neighborhood        

0.532 
ethnic              

0.505 
brick               

0.504 
pigeon              

66/100

-8.6


0.967 
math                

0.952 
campus              

0.916 
teacher             

0.907 
student             

0.765 
academic            

0.761 
graduate            

0.756 
pupil               

0.665 
roommate            

0.651 
college             

0.632 
school              

0.624 
gossip              

0.617 
classmate           

0.586 
grade               

0.573 
teach               

0.562 
principal           

91/100

-8.0


0.994 
las                 

0.993 
julianne            

0.990 
paltrow             

0.988 
gwyneth             

0.988 
vegas               

0.981 
altman              

0.972 
casino              

0.969 
sydney              

0.968 
reynolds            

0.914 
anderson            

0.912 
burt                

0.899 
kansas              

0.861 
reilly              

0.676 
moore               

0.657 
gambler             

84/100

-7.5


0.830 
handicap            

0.742 
pie                 

0.686 
nc-17               

0.674 
spit                

0.672 
unprintable         

0.655 
cornucopia          

0.626 
stripper            

0.604 
oral                

0.572 
lipstick            

0.570 
underwear           

0.560 
porn                

0.493 
skirt               

0.490 
overacting          

0.483 
vomit               

0.468 
obscene             

28/100

-7.2


0.991 
costner             

0.990 
fonda               

0.951 
brook               

0.906 
beatty              

0.823 
stone               

0.777 
circus              

0.733 
tangent             

0.694 
thornton            

0.686 
1957                

0.604 
paxton              

0.543 
marin               

0.542 
classify            

0.509 
dry                 

0.504 
freak               

0.484 
october             

83/100

-6.0


0.994 
ratio               

0.989 
classification      

0.944 
85                  

0.900 
avail               

0.811 
66                  

0.775 
mpaa                

0.754 
length              

0.753 
theatrical          

0.705 
aspect              

0.635 
0                   

0.627 
missteps            

0.611 
1995                

0.590 
wide                

0.575 
full-length         

0.558 
distributor         

49/100

-5.5


0.839 
policeman           

0.776 
cops                

0.719 
cop                 

0.706 
burke               

0.697 
police              

0.545 
detect              

0.510 
double-cross        

0.489 
delve               

0.473 
voiceover           

0.460 
homicide            

0.424 
crook               

0.381 
plate               

0.375 
insure              

0.361 
shoots              

0.348 
pocket              

1/100

-5.3


0.987 
ricci               

0.980 
los                 

0.977 
depp                

0.960 
hartley             

0.953 
angell              

0.948 
donovan             

0.941 
fuller              

0.863 
pope                

0.836 
sleepy              

0.821 
bacon               

0.791 
hollow              

0.712 
hal                 

0.696 
dual                

0.623 
roth                

0.608 
sketchy             

18/100

-5.3


0.990 
hopkin              

0.962 
schindler           

0.953 
fiennes             

0.925 
immortal            

0.883 
spielberg           

0.881 
liam                

0.849 
africa              

0.807 
african             

0.800 
slave               

0.795 
lions               

0.763 
merchant            

0.732 
del                 

0.724 
stevens             

0.701 
toro                

0.664 
quiz                

81/100

-4.6


0.942 
cure                

0.939 
surgeon             

0.925 
patient             

0.871 
surgery             

0.846 
medic               

0.845 
hospital            

0.837 
doctor              

0.789 
dr                  

0.740 
nurse               

0.737 
psychologist        

0.728 
doc                 

0.726 
medicine            

0.705 
therapy             

0.650 
crave               

0.645 
ill                 

43/100

-4.6


0.983 
vampire             

0.934 
cemetery            

0.802 
blood               

0.792 
depraved            

0.768 
gore                

0.734 
corps               

0.697 
macabre             

0.683 
visceral            

0.653 
gruesome            

0.650 
drip                

0.640 
hammer              

0.640 
skeleton            

0.633 
chillingly          

0.619 
disturb             

0.601 
resurrect           

71/100

-4.2


0.862 
marit               

0.845 
spouse              

0.838 
philandering        

0.731 
melancholy          

0.696 
satisfactory        

0.632 
reconcile           

0.619 
unfaithful          

0.606 
husband             

0.561 
morton              

0.551 
superbly            

0.527 
marriage            

0.497 
jealousy            

0.496 
1946                

0.476 
lust                

0.475 
affair              

3/100

-3.8


0.981 
judd                

0.979 
holland             

0.840 
mr                  

0.780 
ms                  

0.728 
cigar               

0.723 
swim                

0.672 
bruno               

0.635 
keys                

0.599 
winter              

0.579 
passable            

0.561 
wakes               

0.551 
bottle              

0.536 
blue                

0.523 
aloof               

0.522 
1962                

61/100

-3.5


0.957 
film-making         

0.935 
film-makers         

0.884 
film-maker          

0.793 
sub-plot            

0.664 
sit-com             

0.656 
exposition          

0.641 
sub-plots           

0.562 
circa               

0.537 
moderate            

0.531 
conceit             

0.527 
half-hearted        

0.499 
set-up              

0.491 
95                  

0.470 
touchstone          

0.402 
existential         

82/100

-3.0


0.876 
leonardo            

0.857 
burns               

0.828 
dicaprio            

0.718 
hank                

0.712 
sister              

0.695 
brother             

0.600 
clan                

0.565 
affirm              

0.560 
sibling             

0.551 
eldest              

0.548 
oldest              

0.534 
fling               

0.529 
youngest            

0.527 
automat             

0.502 
sons                

90/100

-2.9


0.968 
voyage              

0.961 
ship                

0.931 
trek                

0.879 
titan               

0.806 
aboard              

0.790 
island              

0.786 
boat                

0.758 
crew                

0.717 
data                

0.672 
shark               

0.643 
tank                

0.622 
sea                 

0.602 
underwater          

0.594 
map                 

0.590 
cabin               

74/100

-2.3


0.960 
spoiler             

0.851 
paragraph           

0.812 
inspector           

0.769 
accidently          

0.593 
runtime             

0.412 
nyc                 

0.412 
lang                

0.411 
editor              

0.411 
suspicion           

0.377 
partnership         

0.361 
diabolical          

0.358 
colleague           

0.348 
flees               

0.339 
andrews             

0.322 
blackmail           

45/100

-2.3


0.991 
carrey              

0.986 
liar                

0.978 
whoopi              

0.968 
dumber              

0.934 
flatulence          

0.924 
goldberg            

0.817 
murphy              

0.795 
bodily              

0.697 
goofy               

0.661 
cannon              

0.621 
zany                

0.607 
gags                

0.588 
nutty               

0.551 
sophomoric          

0.549 
clown               

79/100

-2.1


0.992 
williamson          

0.989 
slasher             

0.986 
schreiber           

0.986 
liev                

0.986 
sigourney           

0.973 
weaver              

0.968 
halloween           

0.951 
craven              

0.921 
carpenter           

0.772 
scream              

0.736 
scares              

0.684 
scary               

0.660 
mimic               

0.638 
wes                 

0.633 
horror              

54/100

-2.1


0.986 
chef                

0.898 
chocolate           

0.861 
meal                

0.854 
cream               

0.833 
cliff               

0.777 
feast               

0.762 
food                

0.750 
cook                

0.729 
cruz                

0.670 
bearable            

0.661 
eat                 

0.649 
butcher             

0.626 
kitchen             

0.587 
meat                

0.568 
restaurant          

92/100

-1.7


0.735 
8                   

0.731 
****                

0.706 
ages                

0.628 
7                   

0.611 
pg                  

0.577 
***                 

0.575 
stitch              

0.569 
9                   

0.546 
slapstick           

0.520 
inappropriate       

0.479 
11                  

0.470 
balls               

0.467 
nefarious           

0.462 
age                 

0.457 
***-1/2             

64/100

-1.7


0.930 
documentary         

0.853 
interview           

0.828 
mamet               

0.627 
format              

0.598 
descent             

0.596 
filmmaker           

0.588 
behind-the-scenes   

0.544 
footage             

0.495 
chronicle           

0.481 
clip                

0.476 
valid               

0.449 
videos              

0.438 
clips               

0.423 
assemble            

0.392 
sour                

52/100

-1.5


0.979 
liv                 

0.742 
idle                

0.724 
gap                 

0.714 
eggs                

0.710 
fried               

0.646 
green               

0.642 
contest             

0.574 
phil                

0.543 
southern            

0.517 
mick                

0.479 
seal                

0.478 
ramble              

0.471 
threw               

0.471 
miser               

0.465 
insert              

98/100

-1.4


0.724 
bates               

0.593 
lopez               

0.587 
childhood           

0.552 
biography           

0.509 
1940s               

0.502 
memory              

0.499 
nostalgic           

0.493 
memoir              

0.489 
evocation           

0.476 
era                 

0.466 
understood          

0.452 
simplicity          

0.435 
akin                

0.432 
stubborn            

0.430 
flashbacks          

25/100

-1.3


0.898 
one-hundred         

0.847 
tristar             

0.817 
aptitude            

0.777 
likewise            

0.696 
well-written        

0.684 
on-screen           

0.684 
forty-five          

0.653 
three-dimensional   

0.614 
comprise            

0.587 
oddly               

0.557 
alas                

0.554 
attain              

0.536 
gramercy            

0.492 
exposure            

0.479 
underlies           

7/100

-1.3


0.872 
mine                

0.736 
*-1/2               

0.711 
meant               

0.707 
thumb               

0.667 
afterall            

0.644 
february            

0.641 
employ              

0.639 
opinion             

0.637 
reflect             

0.605 
**                  

0.538 
**-1/2              

0.526 
january             

0.512 
***-1/2             

0.507 
dimensional         

0.437 
50s                 

4/100

-1.2


0.960 
mutant              

0.955 
robot               

0.937 
scientific          

0.919 
mars                

0.917 
space               

0.916 
outer               

0.911 
alien               

0.908 
planet              

0.893 
science             

0.858 
sci-fi              

0.751 
species             

0.744 
scientist           

0.669 
trooper             

0.658 
monster             

0.628 
invisible           

56/100

-0.3


0.994 
connery             

0.991 
007                 

0.981 
bond                

0.913 
spy                 

0.823 
majesty             

0.779 
fleming             

0.649 
adversary           

0.649 
gadget              

0.646 
maxwell             

0.613 
spies               

0.611 
suave               

0.609 
russia              

0.580 
brosnan             

0.579 
entries             

0.578 
cia                 

75/100

0.1


0.983 
puttnam             

0.918 
'80s                

0.896 
neutral             

0.861 
phenomenon          

0.711 
phase               

0.689 
readily             

0.645 
rampant             

0.612 
saddle              

0.575 
'90s                

0.556 
seamless            

0.552 
tongue-in-cheek     

0.544 
1987                

0.533 
countless           

0.530 
eats                

0.505 
chunk               

16/100

0.3


0.978 
crowe               

0.865 
sales               

0.802 
corporal            

0.750 
sale                

0.743 
spacey              

0.624 
company             

0.563 
devito              

0.546 
salesman            

0.523 
desk                

0.517 
file                

0.515 
maguire             

0.506 
proof               

0.500 
firm                

0.469 
crisis              

0.431 
secretary           

6/100

0.3


0.676 
kings               

0.644 
peace               

0.639 
revere              

0.568 
raid                

0.516 
dictate             

0.512 
civil               

0.494 
communist           

0.476 
warrior             

0.453 
massacre            

0.431 
proverbial          

0.418 
defeat              

0.415 
policy              

0.410 
compromise          

0.407 
revolutionary       

0.407 
counterpart         

38/100

0.8


0.968 
poet                

0.835 
poetry              

0.789 
hart                

0.714 
pfeiffer            

0.642 
choppy              

0.630 
playwright          

0.623 
rivalry             

0.599 
entrance            

0.594 
beneath             

0.593 
rear                

0.589 
subway              

0.586 
bent                

0.570 
blossom             

0.567 
seriousness         

0.560 
chain               

59/100

0.9


0.985 
basketball          

0.976 
coach               

0.943 
football            

0.932 
chess               

0.917 
soccer              

0.905 
baseball            

0.901 
athlete             

0.834 
game                

0.816 
sport               

0.801 
wrestle             

0.792 
golf                

0.783 
poker               

0.678 
championship        

0.649 
league              

0.613 
player              

5/100

0.9


0.978 
fbi                 

0.972 
seagal              

0.907 
conspiracy          

0.823 
eastwood            

0.665 
dunn                

0.651 
russo               

0.592 
zone                

0.559 
blown               

0.551 
terrorist           

0.528 
'em                 

0.511 
wolfgang            

0.500 
paycheck            

0.492 
squad               

0.488 
ingenious           

0.486 
assassin            

15/100

1.1


0.910 
boyz                

0.878 
racism              

0.858 
racist              

0.856 
african-american    

0.846 
jackson             

0.827 
racial              

0.800 
mississippi         

0.745 
rap                 

0.674 
spike               

0.667 
cookie              

0.619 
white               

0.612 
black               

0.568 
epithet             

0.554 
berry               

0.538 
ghetto              

96/100

2.0


0.874 
chamber             

0.825 
morse               

0.795 
rape                

0.642 
rats                

0.627 
raped               

0.598 
punish              

0.572 
paradis             

0.526 
palmer              

0.519 
cries               

0.517 
iq                  

0.511 
guilt               

0.494 
capital             

0.475 
murder              

0.449 
sheriff             

0.429 
stepfather          

93/100

2.0


0.995 
subscribe           

0.991 
nationwide          

0.987 
email               

0.984 
amc                 

0.984 
silicon             

0.961 
cinemas             

0.807 
valley              

0.766 
2001                

0.756 
friday              

0.735 
week                

0.634 
send                

0.616 
letter              

0.600 
cliché              

0.577 
12                  

0.559 
03                  

29/100

2.3


0.973 
westerns            

0.970 
wolves              

0.906 
ranch               

0.849 
fort                

0.846 
ford                

0.834 
western             

0.823 
harrison            

0.783 
railroad            

0.781 
wagon               

0.740 
cowboy              

0.647 
gold                

0.643 
territory           

0.578 
rides               

0.571 
fist                

0.535 
indian              

94/100

2.5


0.995 
gibson              

0.993 
boyle               

0.991 
mel                 

0.989 
stiller             

0.959 
sid                 

0.945 
python              

0.926 
monty               

0.916 
pistol              

0.881 
carlyle             

0.846 
flynn               

0.840 
trainspotting       

0.839 
williams            

0.729 
trees               

0.688 
rotten              

0.593 
biology             

26/100

2.7


0.984 
theron              

0.979 
charlize            

0.961 
prison              

0.869 
sheridan            

0.709 
regime              

0.705 
inmate              

0.659 
cell                

0.637 
fugit               

0.583 
torture             

0.571 
convict             

0.553 
bars                

0.553 
packs               

0.552 
sentence            

0.516 
reform              

0.505 
escape              

23/100

3.0


0.791 
spars               

0.761 
texture             

0.729 
exterior            

0.698 
ears                

0.681 
glued               

0.609 
whisper             

0.593 
savor               

0.512 
interior            

0.497 
outdoor             

0.494 
53                  

0.489 
dreamy              

0.488 
sand                

0.484 
lit                 

0.479 
glow                

0.468 
visuals             

17/100

3.1


0.959 
lad                 

0.936 
coming-of-age       

0.891 
bully               

0.705 
adolescent          

0.652 
suburban            

0.638 
boys                

0.587 
rebellion           

0.575 
teens               

0.571 
clueless            

0.540 
stepfather          

0.508 
bullies             

0.499 
immature            

0.482 
teen                

0.481 
kid                 

0.475 
12-year-old         

41/100

3.5


0.998 
chan                

0.995 
kong                

0.992 
hong                

0.984 
martial             

0.975 
jurassic            

0.889 
van                 

0.873 
tucker              

0.741 
wars                

0.667 
arts                

0.635 
solo                

0.627 
park                

0.574 
lunch               

0.541 
empire              

0.532 
fisher              

0.454 
wong                

60/100

3.7


0.992 
tarantino           

0.991 
robbery             

0.989 
quentin             

0.985 
heist               

0.930 
fatale              

0.908 
femme               

0.906 
walken              

0.861 
ex-con              

0.860 
caper               

0.853 
reservoir           

0.837 
bank                

0.809 
robber              

0.678 
till                

0.658 
porter              

0.639 
pulp                

67/100

4.5


0.993 
jews                

0.990 
kieslowski          

0.988 
krzysztof           

0.985 
camps               

0.980 
anti-semite         

0.979 
nazis               

0.978 
berlin              

0.965 
nazi                

0.954 
holocaust           

0.944 
hitler              

0.938 
germany             

0.853 
jew                 

0.739 
jewish              

0.731 
german              

0.711 
europe              

95/100

4.8


0.888 
capra               

0.689 
hoffman             

0.668 
ticket              

0.656 
poverty             

0.648 
worker              

0.605 
immigrant           

0.585 
dire                

0.549 
decline             

0.525 
slater              

0.524 
economy             

0.507 
audit               

0.492 
discriminate        

0.488 
jobs                

0.478 
unforced            

0.476 
scrape              

62/100

5.6


0.995 
duvall              

0.991 
sonny               

0.988 
seattle             

0.974 
harper              

0.954 
sleepless           

0.952 
quaid               

0.914 
destiny             

0.760 
bass                

0.728 
otto                

0.645 
slide               

0.626 
awake               

0.567 
pattern             

0.550 
delay               

0.536 
speculate           

0.516 
failings            

42/100

5.6


0.989 
boxing              

0.988 
madeleine           

0.951 
chuck               

0.895 
pit                 

0.848 
restore             

0.829 
brazil              

0.818 
seller              

0.818 
feather             

0.805 
boxer               

0.799 
buck                

0.755 
monkey              

0.746 
bull                

0.658 
ran                 

0.589 
blink               

0.580 
1984                

12/100

5.9


0.994 
schwarzenegger      

0.934 
jean-luc            

0.926 
twentieth           

0.921 
stallone            

0.839 
godard              

0.799 
20th                

0.780 
fox                 

0.704 
literature          

0.691 
fierce              

0.686 
package             

0.675 
ill-advised         

0.666 
rapaport            

0.645 
'50s                

0.625 
clone               

0.607 
phoenix             

65/100

6.0


0.993 
ingmar              

0.984 
bergman             

0.957 
catastrophe         

0.911 
goodman             

0.850 
souls               

0.812 
blues               

0.776 
brown               

0.722 
rooms               

0.710 
2000                

0.703 
flood               

0.663 
alley               

0.661 
conscience          

0.606 
analyze             

0.593 
consummate          

0.583 
evoked              

46/100

6.4


0.992 
le                  

0.984 
philippe            

0.984 
michel              

0.941 
jean-pierre         

0.939 
parisian            

0.929 
isabelle            

0.927 
du                  

0.918 
french              

0.898 
luc                 

0.896 
jacques             

0.890 
en                  

0.889 
pierre              

0.880 
franc               

0.867 
paris               

0.831 
madam               

33/100

6.8


0.960 
farmer              

0.948 
locals              

0.873 
gypsy               

0.796 
rural               

0.770 
towns               

0.750 
farm                

0.750 
tribe               

0.729 
roads               

0.713 
terrain             

0.693 
desolate            

0.683 
fisherman           

0.667 
village             

0.662 
mayor               

0.660 
mountain            

0.638 
small-town          

53/100

7.0


0.940 
hors                

0.928 
el                  

0.871 
hopper              

0.847 
twins               

0.831 
acid                

0.821 
mexico              

0.793 
horse               

0.791 
peaks               

0.786 
lynch               

0.782 
highway             

0.750 
mexican             

0.688 
spree               

0.676 
pickup              

0.640 
twin                

0.626 
wild                

8/100

7.7


0.939 
wed                 

0.913 
bachelor            

0.879 
bride               

0.875 
roberts             

0.774 
honeymoon           

0.766 
reception           

0.737 
funeral             

0.736 
ceremony            

0.685 
diaz                

0.677 
australian          

0.655 
barrymore           

0.569 
greet               

0.558 
australia           

0.557 
siren               

0.549 
stereotypical       

10/100

7.9


0.915 
gay                 

0.905 
homosexuality       

0.894 
homosexual          

0.874 
heterosexual        

0.853 
lesbian             

0.822 
professor           

0.776 
smith               

0.714 
affleck             

0.654 
clerk               

0.613 
bites               

0.576 
tables              

0.573 
talky               

0.566 
harden              

0.544 
ripe                

0.519 
closet              

85/100

7.9


0.982 
winona              

0.951 
ryder               

0.946 
armstrong           

0.930 
indiana             

0.913 
sheen               

0.832 
jones               

0.808 
byrne               

0.707 
dante               

0.675 
reno                

0.673 
august              

0.636 
unsatisfying        

0.635 
newman              

0.630 
searchlight         

0.559 
swiss               

0.552 
peak                

2/100

7.9


0.995 
penn                

0.991 
nolte               

0.988 
ernie               

0.985 
downey              

0.983 
caine               

0.885 
mickey              

0.870 
powell              

0.860 
freeman             

0.811 
hudson              

0.797 
jr                  

0.780 
moriarty            

0.738 
wright              

0.707 
bone                

0.697 
stan                

0.639 
davis               

50/100

8.5


0.987 
gus                 

0.976 
dillon              

0.796 
cage                

0.696 
culminate           

0.643 
uncertainty         

0.634 
mud                 

0.601 
despair             

0.547 
elusive             

0.513 
dream               

0.507 
relieve             

0.481 
refugee             

0.477 
companionship       

0.450 
overwhelm           

0.421 
wake                

0.417 
fog                 

35/100

8.9


0.992 
pacino              

0.953 
coppola             

0.952 
garcia              

0.922 
godfather           

0.908 
scent               

0.876 
al                  

0.812 
mann                

0.758 
opts                

0.756 
detour              

0.568 
fifty               

0.565 
jarring             

0.556 
gloomy              

0.554 
necessity           

0.521 
legendary           

0.520 
transit             

88/100

9.1


0.979 
nominations         

0.972 
oscars              

0.934 
gump                

0.928 
academy             

0.866 
nominal             

0.861 
hanks               

0.858 
award               

0.835 
nominee             

0.758 
oscar               

0.728 
won                 

0.726 
mile                

0.720 
cannes              

0.652 
overpowers          

0.638 
sundance            

0.537 
immense             

47/100

9.3


0.899 
mrs                 

0.786 
hotel               

0.770 
peters              

0.764 
laundry             

0.761 
beach               

0.750 
vince               

0.696 
elliott             

0.669 
cake                

0.649 
boris               

0.629 
volatile            

0.624 
mimi                

0.598 
davies              

0.530 
globe               

0.504 
motif               

0.493 
evans               

77/100

9.3


0.981 
griffith            

0.930 
willy               

0.887 
hughes              

0.855 
cusack              

0.797 
turner              

0.795 
honey               

0.777 
reunion             

0.776 
blank               

0.701 
milk                

0.667 
baby                

0.651 
self-conscious      

0.646 
hill                

0.638 
shoes               

0.623 
gross               

0.605 
dirt                

63/100

9.7


0.993 
quinn               

0.993 
ireland             

0.986 
collin              

0.968 
irish               

0.966 
rea                 

0.962 
aidan               

0.840 
pitt                

0.834 
ned                 

0.635 
northern            

0.602 
rice                

0.600 
pub                 

0.540 
overwrought         

0.528 
crying              

0.463 
contemporary        

0.444 
ties                

72/100

10.0


0.997 
disney              

0.951 
aladdin             

0.884 
live-action         

0.849 
babe                

0.845 
lion                

0.840 
beast               

0.805 
cartoon             

0.795 
walt                

0.771 
voiced              

0.753 
jungle              

0.733 
dame                

0.693 
bugs                

0.682 
animal              

0.606 
dreamworks          

0.604 
bug                 

86/100

10.1


0.958 
leary               

0.948 
automobile          

0.940 
wreck               

0.847 
plane               

0.747 
daylight            

0.706 
crash               

0.664 
bus                 

0.646 
flip                

0.613 
hitch               

0.602 
passenger           

0.587 
cars                

0.553 
turbulent           

0.550 
flight              

0.539 
auto                

0.538 
driver              

87/100

10.1


0.991 
jude                

0.868 
hardy               

0.720 
19th                

0.699 
malkovich           

0.595 
palace              

0.583 
sir                 

0.580 
liaison             

0.573 
forbidden           

0.566 
venice              

0.565 
intimate            

0.551 
piano               

0.548 
persuasion          

0.541 
caliber             

0.527 
lavish              

0.511 
redgrave            

31/100

10.6


0.699 
uplifting           

0.687 
custody             

0.668 
maudlin             

0.659 
empathize           

0.633 
tears               

0.562 
grief               

0.556 
8-year-old          

0.546 
offspring           

0.490 
cope                

0.452 
pathos              

0.433 
blunt               

0.415 
pregnancy           

0.409 
child               

0.401 
incest              

0.382 
heartbreak          

20/100

10.6


0.832 
gender              

0.803 
girls               

0.800 
spice               

0.767 
pimp                

0.757 
ladies              

0.675 
wives               

0.658 
ah                  

0.621 
males               

0.604 
virgin              

0.596 
women               

0.586 
stud                

0.565 
therapist           

0.540 
female              

0.497 
dates               

0.491 
telegraph           

73/100

10.8


0.988 
wang                

0.983 
chen                

0.956 
japan               

0.939 
japanese            

0.869 
china               

0.815 
li                  

0.814 
chinese             

0.648 
ban                 

0.552 
masks               

0.502 
gesture             

0.494 
unfamiliar          

0.489 
foreign             

0.489 
sunday              

0.481 
restrict            

0.448 
rain                

48/100

10.8


0.943 
marijuana           

0.941 
drugs               

0.897 
dealer              

0.876 
addict              

0.864 
hippie              

0.836 
drug                

0.720 
cocaine             

0.708 
pot                 

0.707 
rodriguez           

0.692 
overdose            

0.668 
dope                

0.615 
usage               

0.608 
articulate          

0.581 
heroin              

0.578 
seedy               

27/100

11.2


0.980 
turturro            

0.701 
edwards             

0.621 
resents             

0.620 
ethan               

0.570 
introspection       

0.563 
tapes               

0.559 
weaves              

0.540 
curtain             

0.531 
normalcy            

0.529 
stardom             

0.522 
heighten            

0.480 
brash               

0.474 
profound            

0.449 
flamboyant          

0.442 
flourish            

11/100

11.3


0.983 
mira                

0.952 
sorvino             

0.841 
ghost               

0.753 
sixth               

0.737 
keitel              

0.723 
garden              

0.644 
tales               

0.643 
swirl               

0.618 
haunt               

0.615 
whimsical           

0.552 
india               

0.545 
enchant             

0.494 
fitzgerald          

0.476 
mystic              

0.472 
radiant             

19/100

11.6


0.992 
juliet              

0.981 
romeo               

0.968 
branagh             

0.967 
sebastian           

0.964 
shakespeare         

0.958 
hamlet              

0.952 
bard                

0.920 
shakespearean       

0.725 
queen               

0.724 
frankenstein        

0.702 
thematically        

0.682 
text                

0.638 
doyle               

0.625 
crown               

0.623 
prince              

76/100

11.8


0.952 
miner               

0.898 
band                

0.873 
concert             

0.815 
woody               

0.716 
songs               

0.712 
musician            

0.681 
rock                

0.655 
singer              

0.575 
jazz                

0.561 
idol                

0.550 
instrument          

0.539 
'n                  

0.532 
sings               

0.517 
surrounds           

0.511 
70s                 

14/100

13.0


0.845 
fiance              

0.808 
sunrise             

0.688 
romantic            

0.623 
chemistry           

0.584 
banter              

0.562 
sitcom              

0.542 
renew               

0.529 
romance             

0.494 
pairing             

0.472 
janeane             

0.444 
smitten             

0.425 
she'll              

0.419 
acerbic             

0.413 
meg                 

0.401 
jerk                

32/100

13.2


0.993 
serial              

0.988 
hitchcock           

0.813 
psycho              

0.703 
thriller            

0.630 
killer              

0.595 
primal              

0.579 
taut                

0.566 
everyman            

0.522 
stalk               

0.522 
clues               

0.497 
psychic             

0.453 
killings            

0.441 
psychology          

0.441 
solve               

0.427 
unsettled           

37/100

13.4


0.994 
travolta            

0.992 
niro                

0.972 
network             

0.872 
broadcast           

0.774 
scorsese            

0.772 
tabloid             

0.744 
cable               

0.722 
stern               

0.713 
news                

0.674 
cap                 

0.645 
media               

0.586 
taxi                

0.571 
program             

0.568 
overnight           

0.539 
heavy-handed        

30/100

13.7


0.782 
stability           

0.694 
fragment            

0.635 
imperfect           

0.556 
incomplet           

0.554 
facet               

0.550 
dynamic             

0.532 
sublime             

0.512 
indulge             

0.510 
turmoil             

0.480 
resonant            

0.479 
perception          

0.467 
stylist             

0.453 
representation      

0.442 
closure             

0.439 
unsettled           

39/100

14.7


0.987 
courtroom           

0.944 
prosecutor          

0.943 
judge               

0.936 
attorney            

0.931 
lawyer              

0.783 
legal               

0.765 
trial               

0.728 
district            

0.695 
judicial            

0.669 
law                 

0.649 
jury                

0.643 
supreme             

0.643 
client              

0.589 
court               

0.565 
harvard             

89/100

15.0


0.988 
senate              

0.959 
presidential        

0.952 
elect               

0.904 
republican          

0.901 
preside             

0.899 
democrat            

0.809 
campaign            

0.779 
politician          

0.746 
kennedy             

0.702 
patton              

0.668 
governor            

0.646 
candid              

0.620 
agenda              

0.609 
essay               

0.604 
advisor             

34/100

17.6


0.940 
intellect           

0.775 
confirm             

0.636 
thought-provoking   

0.631 
stimulant           

0.597 
steep               

0.588 
rations             

0.563 
viewpoint           

0.539 
illusion            

0.481 
harm                

0.474 
conform             

0.461 
discern             

0.454 
georg               

0.441 
probe               

0.439 
meditate            

0.436 
philosopher         

97/100

17.9


0.985 
tucci               

0.977 
posey               

0.929 
spoof               

0.907 
campbell            

0.833 
parker              

0.799 
satire              

0.675 
farce               

0.644 
indifferent         

0.626 
improbable          

0.587 
deadpan             

0.577 
levy                

0.575 
parody              

0.562 
exaggerate          

0.557 
tap                 

0.545 
bite                

22/100

19.0


0.836 
liz                 

0.789 
artist              

0.673 
abstract            

0.656 
paint               

0.639 
painter             

0.572 
di                  

0.519 
improvise           

0.506 
model               

0.506 
patron              

0.496 
showy               

0.485 
art                 

0.479 
gallery             

0.473 
rehearse            

0.473 
uneasy              

0.469 
nose                

40/100

21.5


0.990 
crow                

0.952 
burton              

0.948 
plummer             

0.899 
batman              

0.876 
wolf                

0.795 
moon                

0.793 
miller              

0.771 
walker              

0.746 
mythology           

0.704 
gray                

0.670 
cloud               

0.584 
shadow              

0.521 
relegated           

0.502 
mia                 

0.499 
gothic              

80/100

25.7


0.991 
reiner              

0.990 
santa               

0.977 
christmas           

0.975 
eve                 

0.966 
claus               

0.850 
mail                

0.848 
toys                

0.848 
holiday             

0.845 
nuts                

0.748 
north               

0.738 
thanksgiving        

0.704 
1947                

0.655 
buzz                

0.637 
toy                 

0.634 
inch                

99/100

26.2


0.891 
good-spirited       

0.724 
barks               

0.577 
brags               

0.569 
wide-eyed           

0.551 
hunk                

0.534 
comedic             

0.450 
likeable            

0.432 
ridicules           

0.427 
41                  

0.419 
36                  

0.414 
wry                 

0.413 
delicious           

0.410 
wraps               

0.383 
admonishes          

0.383 
underwritten