LEGEND_NAME = PC_sLDA

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 = 0.2

0.050.10.2
1.0

N_STATES = 100.0

10.025.050.0
100.0nan
SNAPSHOT_SRCFILE:
/results/bow_pang_movie_reviews_v20170929/20171011frombest-mod_name=slda__tf-frac_labels=0.200-n_states=100-alpha=1.0100-tau=1.0100-lambda_w=000.001-init_name=bestauc_gibbs_K100_f0.200-weight_x=1.0-weight_y=1000.0-qinit=0.1-decay_rate=adam-step_size=0.1000-n_batches=1/1/lap0000250.000_topic_model_snapshot

26/100

-51.5


0.008 
suppose             

0.007 
found               

0.007 
i'm                 

0.006 
case                

0.006 
manage              

0.006 
realize             

0.006 
miss                

0.005 
pretty              

0.005 
hand                

0.005 
save                

0.005 
spend               

0.005 
writer              

0.005 
poor                

0.005 
hollywood           

0.005 
nice                

68/100

-9.3


0.152 
lost                

0.064 
mystery             

0.037 
jr                  

0.027 
hopkin              

0.026 
baldwin             

0.023 
lynch               

0.022 
graham              

0.015 
mechanic            

0.014 
downey              

0.013 
alec                

0.013 
highway             

0.009 
powell              

0.008 
strang              

0.008 
pullman             

0.008 
atmosphere          

81/100

-8.5


0.059 
shock               

0.048 
eye                 

0.032 
woods               

0.030 
body                

0.023 
blood               

0.012 
disgust             

0.010 
behavior            

0.010 
rape                

0.010 
gore                

0.009 
dark                

0.008 
strong              

0.007 
stomach             

0.007 
butcher             

0.007 
legs                

0.007 
graphic             

89/100

-8.3


0.013 
editor              

0.012 
telling             

0.011 
screenwriter        

0.011 
runtime             

0.011 
thought             

0.011 
thinks              

0.010 
chang               

0.009 
present             

0.008 
girl                

0.007 
symbol              

0.007 
mind                

0.006 
filmmaker           

0.006 
attract             

0.006 
felt                

0.006 
main                

4/100

-8.0


0.053 
language            

0.035 
older               

0.030 
english             

0.018 
nudity              

0.014 
subtitles           

0.013 
rest                

0.013 
speak               

0.011 
confuse             

0.011 
mature              

0.011 
you'll              

0.010 
large               

0.010 
pg-13               

0.010 
gorgeous            

0.009 
handsome            

0.009 
rare                

64/100

-7.5


0.083 
power               

0.076 
evil                

0.070 
fight               

0.022 
hero                

0.017 
mask                

0.015 
control             

0.014 
cliff               

0.014 
steel               

0.013 
myers               

0.013 
warrior             

0.011 
metal               

0.011 
mutant              

0.010 
ranger              

0.010 
push                

0.009 
die                 

86/100

-6.3


0.061 
air                 

0.048 
plane               

0.027 
drop                

0.026 
disaster            

0.021 
buck                

0.020 
base                

0.019 
flight              

0.016 
wolf                

0.015 
pilot               

0.015 
flying              

0.015 
peak                

0.014 
chuck               

0.014 
crash               

0.013 
robinson            

0.011 
twister             

79/100

-6.2


0.111 
dr                  

0.072 
doctor              

0.028 
hospital            

0.026 
monster             

0.024 
patient             

0.016 
medic               

0.012 
nurse               

0.012 
invisible           

0.011 
mental              

0.010 
scientist           

0.009 
professor           

0.009 
research            

0.007 
doc                 

0.007 
experience          

0.007 
head                

51/100

-5.6


0.073 
god                 

0.047 
church              

0.037 
priest              

0.035 
religious           

0.021 
religion            

0.019 
catholic            

0.014 
sonny               

0.010 
miracle             

0.009 
pray                

0.008 
break               

0.008 
believed            

0.007 
christ              

0.007 
belief              

0.007 
spiritual           

0.005 
saint               

20/100

-5.1


0.093 
general             

0.045 
universe            

0.031 
simply              

0.028 
office              

0.022 
counsel             

0.022 
stanford            

0.015 
extreme             

0.014 
notable             

0.009 
clear               

0.009 
focus               

0.008 
stars               

0.008 
conflict            

0.007 
sequence            

0.007 
establish           

0.007 
bit                 

74/100

-4.8


0.114 
williams            

0.091 
van                 

0.065 
brown               

0.063 
hunt                

0.052 
field               

0.030 
lucky               

0.022 
adams               

0.014 
patch               

0.014 
gus                 

0.013 
meyer               

0.012 
mann                

0.007 
provide             

0.006 
die                 

0.005 
recognize           

0.005 
pierce              

28/100

-4.8


0.046 
boss                

0.036 
crime               

0.033 
gang                

0.026 
cop                 

0.025 
bank                

0.022 
criminal            

0.022 
gangster            

0.018 
cops                

0.017 
mob                 

0.017 
robbery             

0.014 
crook               

0.012 
thief               

0.011 
hit                 

0.011 
diamond             

0.010 
heist               

43/100

-4.7


0.200 
city                

0.114 
york                

0.070 
build               

0.033 
shop                

0.026 
cage                

0.017 
keitel              

0.015 
manhattan           

0.013 
square              

0.011 
brooklyn            

0.011 
face                

0.011 
tunnel              

0.008 
jersey              

0.007 
stan                

0.006 
cab                 

0.006 
promise             

59/100

-4.1


0.063 
island              

0.047 
fish                

0.038 
ship                

0.035 
crew                

0.027 
boat                

0.025 
sea                 

0.024 
titan               

0.014 
captain             

0.013 
ocean               

0.012 
water               

0.011 
willy               

0.010 
sink                

0.009 
board               

0.009 
jungle              

0.009 
snake               

35/100

-4.0


0.254 
brother             

0.032 
walker              

0.025 
circle              

0.023 
burns               

0.022 
twin                

0.013 
diaz                

0.012 
younger             

0.010 
older               

0.010 
celebrate           

0.009 
hamilton            

0.008 
invent              

0.006 
side                

0.005 
faces               

0.005 
johnson             

0.005 
grown               

60/100

-4.0


0.126 
danger              

0.051 
model               

0.030 
richardson          

0.029 
mickey              

0.023 
juliet              

0.021 
foster              

0.020 
romeo               

0.018 
dicaprio            

0.017 
griffith            

0.017 
hart                

0.015 
fashion             

0.014 
leonardo            

0.012 
canadian            

0.011 
fuller              

0.011 
dick                

36/100

-3.6


0.187 
money               

0.054 
pay                 

0.039 
buy                 

0.033 
000                 

0.026 
sell                

0.023 
business            

0.023 
price               

0.021 
steal               

0.018 
dollar              

0.017 
million             

0.016 
rich                

0.014 
cash                

0.013 
partner             

0.012 
con                 

0.012 
scheme              

58/100

-3.6


0.153 
death               

0.037 
ghost               

0.033 
dying               

0.028 
haunt               

0.023 
funeral             

0.022 
died                

0.017 
heart               

0.015 
goldberg            

0.015 
past                

0.015 
beloved             

0.014 
slave               

0.014 
emotion             

0.013 
africa              

0.011 
african             

0.010 
present             

83/100

-3.4


0.061 
female              

0.052 
male                

0.049 
dress               

0.035 
cloth               

0.029 
nudity              

0.023 
naked               

0.019 
skin                

0.014 
erotic              

0.014 
porn                

0.011 
nude                

0.010 
women               

0.010 
nc-17               

0.010 
body                

0.009 
hair                

0.008 
bed                 

70/100

-3.0


0.033 
western             

0.032 
horse               

0.027 
cowboy              

0.020 
border              

0.018 
mexican             

0.017 
miles               

0.016 
texas               

0.016 
mexico              

0.014 
lane                

0.012 
hors                

0.011 
ranch               

0.011 
el                  

0.010 
shoot               

0.010 
trail               

0.010 
ride                

3/100

-2.4


0.033 
rate                

0.028 
mpaa                

0.023 
adult               

0.017 
plenty              

0.013 
situated            

0.011 
narrated            

0.010 
feels               

0.009 
fact                

0.009 
bit                 

0.009 
finds               

0.008 
simply              

0.008 
familiar            

0.008 
create              

0.008 
appeal              

0.007 
inspire             

11/100

-2.4


0.072 
drink               

0.049 
window              

0.049 
sleep               

0.046 
leave               

0.041 
alcohol             

0.026 
denis               

0.024 
drunk               

0.023 
bottle              

0.021 
bullock             

0.021 
hang                

0.017 
leary               

0.015 
stay                

0.013 
lives               

0.012 
drunken             

0.011 
milk                

84/100

-2.4


0.038 
anderson            

0.038 
fate                

0.036 
vegas               

0.029 
hoffman             

0.024 
casino              

0.022 
las                 

0.019 
vince               

0.016 
gamble              

0.015 
sydney              

0.015 
paltrow             

0.014 
destiny             

0.014 
dylan               

0.013 
diner               

0.012 
gwyneth             

0.010 
mason               

80/100

-2.1


0.042 
shadow              

0.034 
devil               

0.031 
batman              

0.024 
goodman             

0.024 
blues               

0.021 
kilmer              

0.021 
elliot              

0.021 
saint               

0.020 
val                 

0.020 
blade               

0.018 
sutherland          

0.018 
o'donnel            

0.015 
crow                

0.013 
ernie               

0.009 
stamp               

76/100

-1.7


0.129 
sister              

0.115 
girls               

0.083 
boys                

0.072 
party               

0.051 
kiss                

0.028 
girl                

0.016 
suicide             

0.013 
boyfriend           

0.011 
spice               

0.010 
younger             

0.007 
virgin              

0.006 
member              

0.006 
older               

0.006 
commit              

0.005 
adolescent          

97/100

-1.1


0.084 
war                 

0.037 
soldier             

0.026 
battle              

0.025 
army                

0.019 
command             

0.017 
captain             

0.015 
military            

0.013 
vietnam             

0.013 
german              

0.012 
colonel             

0.011 
fight               

0.009 
attack              

0.009 
office              

0.009 
private             

0.009 
lt                  

66/100

-0.9


0.079 
gay                 

0.028 
lesbian             

0.021 
homosexual          

0.017 
mia                 

0.016 
aids                

0.015 
sorvino             

0.015 
roommate            

0.014 
harper              

0.013 
clue                

0.012 
mira                

0.011 
lover               

0.011 
donovan             

0.010 
opposite            

0.009 
straight            

0.009 
pope                

94/100

-0.2


0.118 
laugh               

0.039 
jokes               

0.032 
joke                

0.031 
murphy              

0.027 
gags                

0.022 
sight               

0.019 
carrey              

0.013 
dumb                

0.012 
crude               

0.011 
liar                

0.011 
parody              

0.009 
laughter            

0.008 
ace                 

0.008 
naked               

0.007 
target              

17/100

0.1


0.160 
origin              

0.153 
series              

0.060 
2                   

0.041 
episode             

0.041 
3                   

0.035 
sequel              

0.025 
hughes              

0.016 
ii                  

0.016 
return              

0.011 
ward                

0.009 
replace             

0.009 
fresh               

0.009 
imagine             

0.008 
number              

0.008 
cameo               

72/100

0.3


0.158 
school              

0.074 
student             

0.050 
college             

0.049 
teacher             

0.048 
class               

0.042 
professor           

0.025 
teen                

0.018 
teach               

0.013 
graduate            

0.011 
teens               

0.009 
classmate           

0.009 
campus              

0.008 
principal           

0.008 
grade               

0.007 
educate             

95/100

0.4


0.080 
horror              

0.045 
scream              

0.021 
vampire             

0.016 
halloween           

0.016 
witch               

0.014 
genre               

0.014 
carpenter           

0.014 
blair               

0.014 
scary               

0.013 
williamson          

0.013 
craven              

0.011 
gore                

0.011 
nightmare           

0.011 
slasher             

0.011 
blood               

34/100

0.5


0.195 
house               

0.083 
mrs                 

0.037 
guest               

0.034 
uncle               

0.021 
estate              

0.021 
garden              

0.018 
household           

0.015 
servant             

0.014 
mansion             

0.012 
visit               

0.010 
lady                

0.009 
invite              

0.007 
wealthy             

0.006 
trap                

0.006 
return              

96/100

0.8


0.125 
dream               

0.060 
store               

0.048 
owner               

0.035 
neighborhood        

0.019 
loser               

0.010 
caught              

0.009 
girlfriend          

0.009 
pimp                

0.009 
trouble             

0.009 
homeless            

0.008 
trees               

0.008 
garage              

0.007 
boil                

0.007 
suburban            

0.006 
clerk               

92/100

0.8


0.140 
husband             

0.084 
married             

0.071 
affair              

0.070 
lover               

0.064 
marriage            

0.026 
couple              

0.015 
passion             

0.011 
bed                 

0.011 
marry               

0.009 
lives               

0.008 
attract             

0.008 
mood                

0.007 
separate            

0.007 
relate              

0.006 
lose                

46/100

0.9


0.158 
version             

0.070 
green               

0.039 
miller              

0.027 
hanks               

0.024 
contest             

0.020 
toy                 

0.019 
toys                

0.016 
bone                

0.015 
mail                

0.014 
gump                

0.012 
makeup              

0.010 
buzz                

0.009 
wells               

0.009 
experience          

0.008 
relate              

63/100

1.1


0.160 
mr                  

0.101 
jones               

0.040 
hill                

0.036 
london              

0.032 
irish               

0.023 
ireland             

0.021 
ned                 

0.016 
sheridan            

0.014 
holland             

0.013 
british             

0.009 
fitzgerald          

0.008 
england             

0.008 
rea                 

0.006 
northern            

0.006 
innocent            

13/100

1.2


0.111 
children            

0.107 
boy                 

0.106 
parent              

0.098 
child               

0.040 
kid                 

0.040 
dad                 

0.030 
childhood           

0.030 
adult               

0.028 
mom                 

0.015 
learn               

0.008 
happy               

0.008 
grow                

0.008 
trouble             

0.007 
adopt               

0.007 
visit               

44/100

1.3


0.053 
rob                 

0.050 
depress             

0.036 
murray              

0.035 
worker              

0.033 
cusack              

0.021 
gross               

0.020 
hank                

0.020 
blank               

0.019 
reunion             

0.017 
kit                 

0.015 
reiner              

0.013 
theater             

0.011 
happiness           

0.006 
hollywood           

0.006 
broadway            

8/100

1.3


0.051 
accent              

0.037 
beach               

0.036 
hunter              

0.029 
thompson            

0.029 
moon                

0.029 
piano               

0.024 
bride               

0.023 
vacate              

0.022 
resort              

0.021 
forward             

0.019 
southern            

0.018 
broken              

0.018 
stewart             

0.015 
stevens             

0.011 
weekend             

10/100

1.3


0.202 
daughter            

0.143 
meet                

0.070 
baby                

0.036 
pregnant            

0.034 
gold                

0.022 
fonda               

0.021 
birth               

0.015 
twins               

0.013 
flynn               

0.010 
couple              

0.009 
month               

0.008 
birthday            

0.007 
lives               

0.006 
pregnancy           

0.006 
promise             

77/100

1.4


0.113 
dog                 

0.042 
cat                 

0.039 
dogs                

0.022 
skip                

0.021 
animal              

0.018 
cats                

0.016 
circus              

0.016 
101                 

0.015 
chloe               

0.014 
mouse               

0.014 
pet                 

0.011 
teddy               

0.010 
bear                

0.010 
human               

0.009 
daniels             

67/100

1.4


0.225 
dead                

0.035 
wood                

0.029 
ice                 

0.023 
grave               

0.023 
reynolds            

0.021 
depp                

0.019 
weaver              

0.018 
storm               

0.013 
corps               

0.013 
burt                

0.013 
ricci               

0.012 
cemetery            

0.010 
burton              

0.010 
sigourney           

0.007 
hollow              

69/100

1.4


0.122 
drug                

0.052 
smoke               

0.046 
drugs               

0.031 
dealer              

0.028 
addict              

0.024 
heroin              

0.023 
mel                 

0.016 
gibson              

0.015 
usage               

0.012 
porter              

0.011 
boyle               

0.010 
dope                

0.009 
trainspotting       

0.009 
cigarette           

0.008 
pot                 

73/100

1.4


0.105 
prison              

0.038 
guard               

0.033 
convict             

0.029 
sentence            

0.023 
jail                

0.018 
cell                

0.017 
paradis             

0.017 
crime               

0.015 
chamber             

0.015 
escape              

0.013 
punish              

0.013 
torture             

0.013 
execute             

0.012 
death               

0.011 
murder              

90/100

1.4


0.032 
camp                

0.028 
german              

0.025 
jewish              

0.023 
italian             

0.022 
nazi                

0.019 
concentrate         

0.017 
jews                

0.015 
schindler           

0.015 
otto                

0.014 
holocaust           

0.014 
nazis               

0.014 
spielberg           

0.013 
italy               

0.012 
germany             

0.011 
hitler              

38/100

1.4


0.052 
alien               

0.044 
space               

0.033 
science             

0.032 
earth               

0.022 
planet              

0.020 
trek                

0.020 
human               

0.016 
fiction             

0.012 
scientist           

0.012 
mission             

0.012 
mars                

0.011 
contact             

0.011 
robot               

0.010 
special             

0.008 
crew                

75/100

1.5


0.075 
tony                

0.072 
generate            

0.038 
bridge              

0.038 
roberts             

0.030 
duvall              

0.026 
walk                

0.020 
biggest             

0.019 
nolte               

0.015 
quaid               

0.014 
round               

0.012 
goldwyn             

0.010 
malkovich           

0.008 
schreiber           

0.008 
liev                

0.008 
smile               

7/100

1.5


0.238 
night               

0.094 
wild                

0.050 
bunch               

0.048 
west                

0.032 
campbell            

0.018 
cole                

0.018 
brady               

0.017 
tucci               

0.016 
sebastian           

0.014 
saturday            

0.011 
holm                

0.010 
wahlberg            

0.008 
innocent            

0.007 
trick               

0.007 
adventure           

65/100

1.5


0.093 
summer              

0.051 
fox                 

0.044 
memory              

0.035 
twenty              

0.032 
century             

0.020 
quinn               

0.018 
instinct            

0.016 
forest              

0.015 
sheen               

0.013 
20th                

0.010 
o'connor            

0.009 
twentieth           

0.009 
worth               

0.009 
days                

0.009 
fatal               

39/100

1.6


0.087 
red                 

0.070 
blue                

0.030 
gray                

0.025 
kieslowski          

0.018 
monkey              

0.016 
hal                 

0.014 
madeleine           

0.013 
krzysztof           

0.013 
swim                

0.011 
sunday              

0.011 
pool                

0.011 
twelve              

0.010 
short               

0.009 
factor              

0.007 
blink               

88/100

1.7


0.044 
eat                 

0.043 
food                

0.032 
chinese             

0.028 
restaurant          

0.025 
prostitute          

0.024 
spanish             

0.023 
cook                

0.022 
china               

0.014 
chen                

0.013 
english             

0.013 
subtitles           

0.012 
immigrant           

0.012 
wang                

0.012 
feast               

0.011 
culture             

71/100

1.7


0.068 
length              

0.044 
mpaa                

0.041 
aspect              

0.037 
theatrical          

0.032 
date                

0.032 
classification      

0.028 
unit                

0.026 
state               

0.023 
ratio               

0.023 
mature              

0.022 
limit               

0.022 
distributor         

0.020 
motion              

0.019 
wide                

0.015 
1996                

61/100

1.8


0.180 
black               

0.141 
white               

0.041 
jackson             

0.024 
south               

0.017 
racial              

0.015 
wright              

0.012 
racist              

0.011 
spike               

0.010 
urban               

0.009 
racism              

0.008 
color               

0.007 
rap                 

0.007 
hood                

0.006 
race                

0.006 
similar             

0/100

1.8


0.074 
emotion             

0.065 
drama               

0.021 
narrated            

0.017 
compel              

0.016 
stories             

0.015 
psychology          

0.013 
obsess              

0.013 
isolate             

0.012 
pain                

0.010 
study               

0.009 
heart               

0.009 
lone                

0.009 
interact            

0.009 
past                

0.009 
core                

25/100

1.8


0.027 
tarantino           

0.025 
kidnap              

0.022 
bar                 

0.021 
pulp                

0.021 
quentin             

0.019 
walken              

0.016 
blood               

0.016 
del                 

0.015 
fiction             

0.014 
ransom              

0.012 
noir                

0.012 
lopez               

0.011 
buscemi             

0.011 
toro                

0.009 
kings               

19/100

1.9


0.046 
travel              

0.036 
land                

0.031 
indian              

0.031 
mountain            

0.022 
snow                

0.020 
native              

0.019 
journey             

0.016 
winter              

0.010 
bear                

0.010 
wilder              

0.010 
august              

0.010 
india               

0.009 
tale                

0.009 
spiritual           

0.008 
byrne               

12/100

2.2


0.072 
dance               

0.055 
danced              

0.050 
opera               

0.035 
japanese            

0.031 
dancer              

0.025 
soap                

0.023 
number              

0.018 
stage               

0.014 
disco               

0.011 
sun                 

0.011 
potter              

0.009 
japan               

0.007 
lesson              

0.007 
fever               

0.007 
ballet              

42/100

2.5


0.092 
tv                  

0.081 
televised           

0.055 
report              

0.049 
news                

0.035 
public              

0.031 
program             

0.029 
radio               

0.019 
media               

0.018 
stern               

0.016 
network             

0.014 
private             

0.010 
parts               

0.009 
stars               

0.008 
nation              

0.008 
tabloid             

6/100

2.5


0.076 
style               

0.055 
visual              

0.055 
camera              

0.052 
dark                

0.041 
images              

0.035 
color               

0.027 
vision              

0.022 
von                 

0.021 
narrated            

0.017 
shot                

0.017 
light               

0.015 
design              

0.014 
sound               

0.013 
create              

0.010 
technique           

99/100

2.5


0.054 
reflect             

0.051 
employ              

0.050 
opinion             

0.048 
mine                

0.048 
meant               

0.040 
recommend           

0.016 
1996                

0.016 
nudity              

0.013 
thumb               

0.012 
1997                

0.011 
full                

0.010 
rate                

0.009 
favorite            

0.009 
dialog              

0.008 
award               

16/100

2.5


0.109 
de                  

0.088 
french              

0.052 
la                  

0.052 
paris               

0.030 
franc               

0.020 
le                  

0.019 
michel              

0.018 
pierre              

0.017 
jacques             

0.014 
subtitles           

0.012 
madam               

0.012 
les                 

0.009 
juliette            

0.008 
isabelle            

0.008 
english             

40/100

2.8


0.101 
stone               

0.056 
comfort             

0.046 
heaven              

0.040 
brook               

0.031 
farm                

0.024 
monty               

0.017 
babe                

0.016 
pig                 

0.014 
fourth              

0.013 
farmer              

0.012 
theron              

0.009 
days                

0.009 
charlize            

0.007 
nature              

0.007 
creature            

29/100

2.8


0.107 
bond                

0.106 
secret              

0.022 
connery             

0.020 
spy                 

0.019 
agent               

0.014 
007                 

0.014 
pierce              

0.013 
moore               

0.011 
sequence            

0.010 
brosnan             

0.008 
chase               

0.008 
british             

0.007 
dr                  

0.007 
service             

0.007 
fleming             

57/100

2.9


0.069 
free                

0.061 
letter              

0.048 
week                

0.046 
send                

0.038 
video               

0.033 
word                

0.032 
recommend           

0.029 
subject             

0.024 
email               

0.023 
valley              

0.023 
subscribe           

0.019 
unit                

0.018 
state               

0.015 
silicon             

0.014 
nationwide          

85/100

3.1


0.095 
game                

0.042 
team                

0.041 
player              

0.027 
sport               

0.023 
basketball          

0.021 
coach               

0.017 
football            

0.016 
baseball            

0.014 
win                 

0.010 
chess               

0.010 
athlete             

0.008 
league              

0.008 
wrestle             

0.007 
match               

0.006 
bud                 

52/100

3.4


0.147 
book                

0.113 
write               

0.095 
read                

0.050 
adapt               

0.047 
author              

0.038 
writer              

0.033 
books               

0.019 
publish             

0.012 
diary               

0.011 
ryder               

0.010 
literary            

0.009 
critic              

0.009 
redgrave            

0.008 
novels              

0.008 
winona              

82/100

3.5


0.059 
moore               

0.054 
angell              

0.036 
los                 

0.031 
hall                

0.030 
neighbor            

0.029 
penn                

0.025 
altman              

0.021 
julianne            

0.021 
robbin              

0.020 
roth                

0.015 
short               

0.011 
cuts                

0.011 
industry            

0.011 
cookie              

0.009 
phoenix             

31/100

3.6


0.037 
preside             

0.036 
lawyer              

0.031 
washington          

0.026 
judge               

0.024 
case                

0.023 
trial               

0.022 
court               

0.016 
client              

0.016 
law                 

0.015 
attorney            

0.013 
campaign            

0.013 
elect               

0.013 
senate              

0.012 
defense             

0.011 
legal               

14/100

3.6


0.099 
art                 

0.095 
artist              

0.057 
paint               

0.032 
harris              

0.020 
kane                

0.018 
poet                

0.015 
poetry              

0.012 
painter             

0.010 
museum              

0.009 
model               

0.008 
gallery             

0.007 
create              

0.007 
citizen             

0.006 
works               

0.006 
liz                 

87/100

3.6


0.047 
cinema              

0.028 
deep                

0.022 
leave               

0.021 
distributor         

0.019 
bergman             

0.019 
maker               

0.014 
belief              

0.013 
art                 

0.013 
approach            

0.012 
ingmar              

0.012 
motion              

0.011 
pass                

0.010 
souls               

0.009 
conscience          

0.009 
dark                

22/100

4.2


0.180 
women               

0.060 
parker              

0.050 
club                

0.037 
davis               

0.036 
hurt                

0.023 
luck                

0.020 
keaton              

0.013 
wives               

0.011 
actress             

0.009 
glover              

0.008 
dillon              

0.008 
bette               

0.008 
posey               

0.007 
portman             

0.005 
sarandon            

56/100

4.3


0.076 
chan                

0.041 
box                 

0.032 
rush                

0.028 
kong                

0.026 
travolta            

0.019 
hong                

0.017 
woo                 

0.015 
fight               

0.015 
slater              

0.015 
sequence            

0.014 
arts                

0.013 
stunt               

0.012 
tucker              

0.011 
office              

0.011 
martial             

98/100

4.3


0.165 
true                

0.132 
half                

0.076 
hour                

0.064 
lies                

0.056 
truth               

0.015 
bacon               

0.014 
lie                 

0.011 
trailer             

0.011 
pfeiffer            

0.011 
claim               

0.011 
career              

0.010 
i'm                 

0.010 
beneath             

0.010 
market              

0.007 
telling             

23/100

4.4


0.055 
rock                

0.041 
woody               

0.038 
singer              

0.037 
sing                

0.035 
band                

0.029 
song                

0.026 
songs               

0.016 
concert             

0.013 
record              

0.012 
group               

0.010 
jazz                

0.009 
member              

0.009 
roll                

0.009 
famous              

0.007 
fans                

54/100

4.6


0.101 
romantic            

0.084 
romance             

0.045 
wed                 

0.028 
chemistry           

0.017 
attract             

0.013 
charm               

0.011 
fall                

0.010 
nice                

0.009 
nature              

0.008 
lead                

0.008 
share               

0.007 
pleasant            

0.007 
date                

0.007 
seattle             

0.007 
complicate          

30/100

4.9


0.079 
animal              

0.043 
disney              

0.039 
voice               

0.021 
cartoon             

0.017 
voiced              

0.017 
park                

0.015 
beast               

0.015 
giant               

0.014 
dinosaur            

0.011 
human               

0.011 
king                

0.010 
lion                

0.010 
jurassic            

0.009 
adult               

0.008 
adventure           

78/100

4.9


0.052 
christmas           

0.031 
eve                 

0.026 
season              

0.024 
scorsese            

0.024 
driver              

0.022 
holiday             

0.022 
niro                

0.022 
celebrate           

0.021 
fraser              

0.021 
silver              

0.021 
santa               

0.015 
street              

0.012 
taxi                

0.012 
claus               

0.009 
brendan             

41/100

5.0


0.033 
pleasure            

0.027 
north               

0.022 
eastwood            

0.018 
walsh               

0.017 
hostage             

0.016 
hackman             

0.014 
caine               

0.014 
nicholson           

0.014 
costner             

0.013 
sullivan            

0.012 
newman              

0.010 
spacey              

0.009 
garner              

0.008 
paxton              

0.008 
situated            

32/100

5.0


0.025 
motion              

0.023 
element             

0.017 
distributor         

0.011 
they're             

0.010 
we're               

0.010 
enjoy               

0.010 
solid               

0.010 
occasional          

0.010 
entertain           

0.009 
storyline           

0.009 
difficult           

0.008 
occasion            

0.008 
numeral             

0.008 
obvious             

0.007 
intelligent         

37/100

5.1


0.040 
agent               

0.019 
compute             

0.015 
speed               

0.015 
fbi                 

0.015 
schwarzenegger      

0.014 
conspiracy          

0.013 
chase               

0.013 
mission             

0.012 
seagal              

0.012 
reeves              

0.011 
stallone            

0.011 
impossible          

0.011 
hero                

0.010 
sequence            

0.010 
snipes              

48/100

5.1


0.121 
talk                

0.099 
room                

0.063 
apartment           

0.043 
hotel               

0.030 
phone               

0.026 
converse            

0.022 
door                

0.020 
dinner              

0.015 
floor               

0.011 
rent                

0.011 
meet                

0.010 
lives               

0.009 
calls               

0.008 
asks                

0.008 
meets               

50/100

5.1


0.056 
police              

0.022 
editor              

0.018 
runtime             

0.016 
murder              

0.015 
inspector           

0.014 
noir                

0.011 
arrest              

0.010 
screenwriter        

0.010 
escape              

0.009 
return              

0.008 
telling             

0.008 
gun                 

0.008 
screenwriters       

0.007 
policeman           

0.007 
finds               

24/100

5.6


0.085 
murder              

0.074 
killer              

0.051 
thriller            

0.044 
detect              

0.038 
investigate         

0.022 
serial              

0.022 
suspect             

0.021 
mystery             

0.020 
crime               

0.017 
police              

0.016 
victim              

0.015 
case                

0.013 
twist               

0.012 
hitchcock           

0.010 
cop                 

45/100

5.9


0.108 
car                 

0.055 
drive               

0.052 
train               

0.043 
road                

0.026 
accident            

0.025 
bus                 

0.023 
crash               

0.019 
cars                

0.018 
gas                 

0.018 
ride                

0.018 
truck               

0.017 
station             

0.017 
driver              

0.008 
desert              

0.008 
stop                

33/100

6.7


0.049 
age                 

0.020 
thought             

0.020 
gave                

0.019 
pg-13               

0.018 
pg                  

0.017 
favorite            

0.015 
10                  

0.014 
dialog              

0.013 
comedic             

0.013 
fast                

0.012 
8                   

0.012 
12                  

0.012 
language            

0.012 
lines               

0.011 
11                  

49/100

7.0


0.082 
smith               

0.056 
buddy               

0.048 
trip                

0.021 
mamet               

0.019 
clerk               

0.018 
chase               

0.016 
silent              

0.014 
affleck             

0.013 
mel                 

0.013 
arquette            

0.012 
lily                

0.011 
stiller             

0.011 
edwards             

0.010 
bites               

0.008 
twist               

55/100

7.1


0.059 
king                

0.026 
queen               

0.023 
shakespeare         

0.019 
branagh             

0.018 
carter              

0.016 
costume             

0.015 
jude                

0.014 
lady                

0.012 
england             

0.011 
century             

0.010 
hamlet              

0.010 
sir                 

0.009 
english             

0.008 
adapt               

0.008 
product             

1/100

7.2


0.038 
ford                

0.027 
studio              

0.026 
al                  

0.021 
pitt                

0.019 
harrison            

0.019 
pacino              

0.018 
rocky               

0.017 
godfather           

0.015 
boxing              

0.012 
coppola             

0.010 
norton              

0.010 
iii                 

0.009 
boxer               

0.008 
preside             

0.008 
force               

9/100

7.7


0.135 
american            

0.059 
country             

0.043 
america             

0.029 
war                 

0.023 
history             

0.019 
polite              

0.018 
govern              

0.016 
nation              

0.015 
collin              

0.014 
russian             

0.013 
british             

0.009 
major               

0.009 
peace               

0.008 
communist           

0.008 
leader              

18/100

7.8


0.050 
score               

0.025 
wars                

0.022 
legend              

0.022 
resemble            

0.015 
battle              

0.014 
empire              

0.011 
epic                

0.011 
strike              

0.010 
grand               

0.010 
return              

0.009 
bears               

0.009 
dragon              

0.009 
emperor             

0.009 
special             

0.008 
adventure           

5/100

8.1


0.138 
question            

0.062 
answer              

0.048 
reality             

0.034 
fantasy             

0.018 
ideas               

0.015 
nature              

0.012 
intellectual        

0.011 
asks                

0.011 
believed            

0.010 
critic              

0.010 
judd                

0.009 
response            

0.009 
closer              

0.008 
seek                

0.008 
physic              

15/100

8.7


0.067 
documentary         

0.041 
interview           

0.017 
footage             

0.015 
subject             

0.013 
fascinate           

0.011 
video               

0.010 
camera              

0.009 
filmmaker           

0.009 
tape                

0.008 
remember            

0.007 
segment             

0.007 
record              

0.007 
edit                

0.007 
talk                

0.007 
claim               

47/100

9.3


0.135 
town                

0.084 
local               

0.038 
village             

0.019 
community           

0.018 
sheriff             

0.010 
locals              

0.010 
lead                

0.010 
reside              

0.009 
elder               

0.009 
rural               

0.007 
mayor               

0.006 
build               

0.006 
citizen             

0.006 
carried             

0.005 
ago                 

91/100

9.7


0.063 
company             

0.035 
office              

0.021 
business            

0.020 
phil                

0.015 
advertise           

0.014 
corporal            

0.012 
boss                

0.011 
devito              

0.011 
crowe               

0.011 
product             

0.010 
cruise              

0.009 
firm                

0.009 
execute             

0.008 
contract            

0.008 
maguire             

2/100

15.5


0.041 
comic               

0.025 
fun                 

0.017 
satire              

0.017 
entertain           

0.014 
hilarious           

0.012 
laugh               

0.011 
amused              

0.009 
bit                 

0.008 
fact                

0.007 
turner              

0.007 
they're             

0.006 
enjoy               

0.006 
bite                

0.006 
clever              

0.006 
credit              

21/100

15.8


0.032 
award               

0.024 
oscar               

0.022 
academy             

0.014 
nominal             

0.014 
win                 

0.014 
won                 

0.011 
frighten            

0.010 
brilliant           

0.010 
contrast            

0.009 
2                   

0.009 
today               

0.008 
festive             

0.008 
theater             

0.008 
print               

0.007 
chang               

93/100

16.2


0.027 
polite              

0.019 
society             

0.015 
social              

0.012 
human               

0.008 
realize             

0.008 
chang               

0.008 
moral               

0.007 
country             

0.007 
view                

0.006 
left                

0.006 
power               

0.006 
taking              

0.006 
survive             

0.006 
order               

0.005 
thinks              

53/100

18.8


0.022 
present             

0.013 
power               

0.009 
portray             

0.008 
human               

0.007 
import              

0.007 
experience          

0.007 
perspective         

0.007 
understand          

0.007 
impress             

0.006 
emotion             

0.006 
explore             

0.006 
event               

0.006 
focus               

0.005 
unique              

0.005 
issued              

62/100

18.9


0.023 
sweet               

0.023 
simple              

0.021 
girl                

0.018 
delight             

0.017 
wonders             

0.014 
magic               

0.012 
full                

0.012 
charm               

0.011 
tale                

0.010 
heart               

0.010 
short               

0.010 
warm                

0.008 
color               

0.008 
appeal              

0.008 
bright              

27/100

21.3


0.016 
perfect             

0.011 
wonders             

0.008 
strong              

0.008 
writer              

0.008 
move                

0.008 
happen              

0.007 
touch               

0.007 
key                 

0.007 
excel               

0.007 
reveal              

0.007 
intelligent         

0.007 
realize             

0.007 
mystery             

0.007 
eyes                

0.007 
trouble