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


0.021 
suppose             

0.013 
i'm                 

0.013 
worse               

0.012 
worst               

0.011 
manage              

0.010 
pretty              

0.009 
they're             

0.009 
sit                 

0.009 
stupid              

0.009 
theater             

0.009 
spend               

0.009 
awful               

0.008 
bore                

0.008 
flat                

0.008 
apparent            

24/100

-33.1


0.014 
pg-13               

0.012 
typical             

0.010 
you'll              

0.010 
credit              

0.009 
rest                

0.009 
2                   

0.009 
quick               

0.008 
language            

0.008 
remark              

0.008 
happen              

0.007 
stars               

0.007 
wait                

0.007 
lines               

0.007 
order               

0.007 
promise             

44/100

-17.7


0.058 
god                 

0.056 
church              

0.038 
priest              

0.030 
religious           

0.023 
catholic            

0.022 
von                 

0.020 
religion            

0.020 
break               

0.014 
believed            

0.013 
miracle             

0.011 
heaven              

0.010 
belief              

0.010 
side                

0.010 
waves               

0.010 
community           

36/100

-16.8


0.038 
general             

0.032 
universe            

0.032 
office              

0.021 
stanford            

0.020 
counsel             

0.017 
simply              

0.015 
extreme             

0.013 
reeves              

0.011 
found               

0.011 
sequence            

0.010 
early               

0.010 
bit                 

0.009 
frequent            

0.009 
face                

0.008 
half                

21/100

-15.8


0.082 
book                

0.039 
read                

0.038 
writer              

0.029 
write               

0.026 
author              

0.024 
adapt               

0.020 
books               

0.014 
publish             

0.013 
realize             

0.011 
bit                 

0.011 
critic              

0.011 
material            

0.010 
view                

0.010 
true                

0.009 
thought             

70/100

-15.1


0.065 
origin              

0.041 
series              

0.034 
2                   

0.031 
sequel              

0.022 
power               

0.020 
return              

0.016 
evil                

0.013 
myers               

0.012 
imagine             

0.011 
chang               

0.011 
brady               

0.011 
tv                  

0.011 
bunch               

0.011 
box                 

0.009 
remake              

51/100

-14.3


0.061 
dance               

0.041 
danced              

0.040 
opera               

0.034 
number              

0.029 
dancer              

0.021 
stage               

0.019 
soap                

0.016 
song                

0.014 
disco               

0.014 
night               

0.013 
sing                

0.010 
theater             

0.009 
lesson              

0.009 
late                

0.008 
center              

68/100

-14.1


0.040 
murray              

0.031 
kane                

0.028 
giant               

0.024 
kilmer              

0.023 
val                 

0.020 
saint               

0.018 
elliot              

0.017 
oz                  

0.015 
silver              

0.014 
iron                

0.013 
short               

0.013 
build               

0.012 
gallagher           

0.012 
citizen             

0.011 
laugh               

58/100

-12.8


0.036 
apartment           

0.021 
talk                

0.019 
meet                

0.019 
city                

0.016 
shop                

0.014 
york                

0.014 
phone               

0.013 
street              

0.013 
store               

0.012 
attract             

0.011 
couple              

0.011 
meets               

0.011 
owner               

0.011 
deliver             

0.010 
calls               

0/100

-12.8


0.011 
editor              

0.011 
telling             

0.010 
screenwriter        

0.010 
thinks              

0.009 
return              

0.009 
runtime             

0.009 
taking              

0.008 
told                

0.007 
chance              

0.006 
filmmaker           

0.006 
wanted              

0.006 
found               

0.006 
thought             

0.005 
girl                

0.005 
left                

57/100

-12.3


0.076 
war                 

0.039 
soldier             

0.031 
battle              

0.023 
army                

0.020 
command             

0.017 
fight               

0.017 
military            

0.016 
captain             

0.015 
office              

0.014 
order               

0.014 
general             

0.014 
russian             

0.014 
major               

0.014 
german              

0.013 
colonel             

69/100

-12.2


0.102 
dog                 

0.041 
cat                 

0.038 
dogs                

0.028 
animal              

0.021 
origin              

0.018 
cats                

0.014 
chloe               

0.014 
talk                

0.012 
video               

0.012 
teddy               

0.012 
bear                

0.012 
perfect             

0.011 
mouse               

0.011 
enjoy               

0.011 
skip                

13/100

-10.0


0.050 
washington          

0.031 
devil               

0.031 
carter              

0.031 
harris              

0.025 
fraser              

0.022 
hackman             

0.017 
denzel              

0.016 
foster              

0.015 
house               

0.015 
sutherland          

0.013 
approach            

0.012 
brendan             

0.012 
reaction            

0.012 
york                

0.012 
blue                

78/100

-9.2


0.098 
house               

0.040 
daughter            

0.024 
uncle               

0.016 
guest               

0.015 
husband             

0.014 
head                

0.011 
girl                

0.011 
rich                

0.011 
couple              

0.011 
invite              

0.010 
arrive              

0.010 
stay                

0.010 
visit               

0.010 
servant             

0.010 
mansion             

9/100

-9.1


0.043 
boss                

0.042 
gang                

0.035 
city                

0.026 
crime               

0.024 
gangster            

0.022 
mob                 

0.020 
hit                 

0.018 
violent             

0.018 
street              

0.016 
neighborhood        

0.012 
mafia               

0.011 
beat                

0.011 
money               

0.010 
girlfriend          

0.010 
works               

66/100

-8.6


0.108 
school              

0.078 
student             

0.052 
teacher             

0.043 
college             

0.029 
class               

0.022 
teach               

0.017 
learn               

0.015 
parent              

0.014 
graduate            

0.011 
universe            

0.011 
principal           

0.010 
group               

0.010 
teen                

0.010 
campus              

0.009 
miss                

91/100

-8.0


0.054 
moore               

0.039 
vegas               

0.037 
anderson            

0.028 
altman              

0.026 
casino              

0.024 
las                 

0.024 
julianne            

0.022 
reynolds            

0.020 
short               

0.017 
sydney              

0.016 
paltrow             

0.014 
burt                

0.014 
cuts                

0.013 
gwyneth             

0.013 
night               

84/100

-7.5


0.020 
language            

0.018 
nudity              

0.017 
older               

0.012 
body                

0.011 
women               

0.010 
strong              

0.010 
i'm                 

0.010 
drug                

0.009 
kiss                

0.009 
ridicule            

0.008 
shock               

0.008 
female              

0.008 
content             

0.008 
order               

0.007 
male                

28/100

-7.2


0.068 
stone               

0.035 
brook               

0.025 
fonda               

0.020 
travel              

0.017 
costner             

0.014 
road                

0.013 
circus              

0.013 
lost                

0.013 
works               

0.013 
richardson          

0.012 
hand                

0.012 
drop                

0.012 
evenly              

0.012 
thornton            

0.011 
beatty              

83/100

-6.0


0.050 
mpaa                

0.046 
length              

0.036 
aspect              

0.035 
classification      

0.033 
theatrical          

0.028 
date                

0.028 
state               

0.027 
unit                

0.026 
ratio               

0.025 
mature              

0.024 
limit               

0.023 
wide                

0.019 
distributor         

0.017 
motion              

0.015 
nudity              

49/100

-5.5


0.076 
police              

0.040 
cop                 

0.028 
detect              

0.025 
cops                

0.020 
office              

0.019 
car                 

0.015 
gun                 

0.013 
crime               

0.013 
investigate         

0.012 
arrest              

0.011 
side                

0.010 
chase               

0.009 
wanted              

0.009 
girl                

0.009 
locate              

1/100

-5.3


0.061 
angell              

0.040 
los                 

0.023 
depp                

0.021 
wood                

0.021 
ricci               

0.017 
stretch             

0.016 
fuller              

0.016 
roth                

0.015 
donovan             

0.015 
chang               

0.015 
bacon               

0.015 
opposite            

0.014 
hollow              

0.014 
hal                 

0.012 
lover               

18/100

-5.3


0.036 
hopkin              

0.025 
spielberg           

0.022 
list                

0.021 
schindler           

0.019 
fiennes             

0.018 
remain              

0.017 
rob                 

0.016 
figure              

0.015 
africa              

0.015 
human               

0.015 
slave               

0.014 
tale                

0.014 
african             

0.014 
beloved             

0.013 
del                 

81/100

-4.6


0.101 
dr                  

0.064 
doctor              

0.031 
hospital            

0.028 
patient             

0.019 
medic               

0.018 
mental              

0.013 
nurse               

0.013 
ill                 

0.012 
treat               

0.010 
wait                

0.010 
disease             

0.010 
dying               

0.009 
cure                

0.009 
heart               

0.009 
suffer              

43/100

-4.6


0.043 
blood               

0.034 
dead                

0.023 
body                

0.023 
death               

0.021 
horror              

0.018 
gore                

0.016 
vampire             

0.015 
dark                

0.014 
images              

0.014 
violent             

0.013 
shock               

0.012 
disturb             

0.011 
evil                

0.010 
bodied              

0.009 
human               

71/100

-4.2


0.076 
husband             

0.037 
married             

0.030 
affair              

0.030 
marriage            

0.019 
couple              

0.016 
lover               

0.010 
lives               

0.009 
left                

0.009 
close               

0.009 
alcohol             

0.009 
lose                

0.009 
realize             

0.008 
trouble             

0.008 
obsess              

0.008 
loves               

3/100

-3.8


0.105 
mr                  

0.034 
blue                

0.015 
judd                

0.015 
face                

0.014 
eye                 

0.014 
holland             

0.014 
drink               

0.013 
close               

0.013 
import              

0.013 
winter              

0.012 
cold                

0.011 
stop                

0.011 
manage              

0.010 
message             

0.010 
sees                

61/100

-3.5


0.016 
rate                

0.014 
mpaa                

0.010 
adult               

0.010 
bit                 

0.009 
plenty              

0.009 
fact                

0.009 
situated            

0.008 
simply              

0.007 
feels               

0.006 
finds               

0.006 
provide             

0.006 
fair                

0.006 
comic               

0.005 
idea                

0.005 
create              

82/100

-3.0


0.133 
brother             

0.088 
sister              

0.022 
younger             

0.017 
burns               

0.017 
older               

0.015 
hank                

0.013 
room                

0.012 
dicaprio            

0.011 
sleep               

0.011 
leonardo            

0.010 
easy                

0.010 
cold                

0.010 
depress             

0.009 
member              

0.008 
join                

90/100

-2.9


0.042 
island              

0.034 
ship                

0.030 
crew                

0.024 
trek                

0.022 
mission             

0.020 
captain             

0.019 
hunt                

0.019 
boat                

0.018 
sea                 

0.018 
titan               

0.013 
water               

0.012 
adventure           

0.011 
cruise              

0.010 
special             

0.010 
board               

74/100

-2.3


0.030 
murder              

0.020 
police              

0.018 
editor              

0.014 
runtime             

0.012 
inspector           

0.012 
suspect             

0.011 
death               

0.010 
screenwriter        

0.009 
noir                

0.009 
learn               

0.009 
investigate         

0.009 
discover            

0.008 
finds               

0.008 
telling             

0.008 
told                

45/100

-2.3


0.043 
laugh               

0.029 
comic               

0.027 
murphy              

0.020 
jokes               

0.018 
carrey              

0.015 
gags                

0.015 
buddy               

0.012 
amused              

0.012 
joke                

0.012 
goldberg            

0.011 
liar                

0.010 
dumb                

0.010 
entertain           

0.009 
physic              

0.009 
credit              

79/100

-2.1


0.058 
horror              

0.042 
scream              

0.024 
halloween           

0.021 
ice                 

0.021 
carpenter           

0.021 
weaver              

0.020 
scary               

0.019 
summer              

0.018 
williamson          

0.018 
nightmare           

0.017 
death               

0.017 
storm               

0.017 
genre               

0.016 
mask                

0.016 
craven              

54/100

-2.1


0.041 
night               

0.032 
food                

0.027 
eat                 

0.020 
cook                

0.017 
cliff               

0.017 
water               

0.017 
drink               

0.015 
restaurant          

0.015 
light               

0.013 
celebrate           

0.012 
top                 

0.011 
chef                

0.011 
italian             

0.011 
culture             

0.011 
kitchen             

92/100

-1.7


0.044 
age                 

0.023 
thought             

0.022 
gave                

0.018 
favorite            

0.018 
pg                  

0.015 
10                  

0.015 
series              

0.014 
sweet               

0.014 
laugh               

0.014 
ages                

0.013 
8                   

0.012 
9                   

0.012 
parent              

0.011 
dad                 

0.011 
kid                 

64/100

-1.7


0.065 
documentary         

0.035 
interview           

0.025 
camera              

0.018 
subject             

0.017 
question            

0.015 
fascinate           

0.015 
group               

0.014 
talk                

0.011 
footage             

0.011 
mamet               

0.010 
filmmaker           

0.009 
short               

0.008 
words               

0.008 
filmmakers          

0.008 
answer              

52/100

-1.5


0.031 
green               

0.019 
red                 

0.017 
hand                

0.016 
walk                

0.016 
local               

0.016 
accent              

0.015 
phil                

0.012 
southern            

0.012 
clean               

0.012 
figure              

0.011 
names               

0.011 
hands               

0.010 
poor                

0.010 
half                

0.010 
close               

98/100

-1.4


0.023 
memory              

0.021 
remember            

0.021 
death               

0.020 
past                

0.020 
event               

0.018 
narrated            

0.017 
childhood           

0.017 
stories             

0.015 
period              

0.014 
present             

0.013 
child               

0.013 
early               

0.013 
tragedy             

0.013 
days                

0.013 
era                 

25/100

-1.3


0.017 
motion              

0.014 
distributor         

0.011 
element             

0.008 
occasional          

0.006 
level               

0.006 
fact                

0.006 
solid               

0.006 
product             

0.006 
they're             

0.006 
maker               

0.006 
dialogue            

0.006 
effort              

0.006 
difficult           

0.006 
rare                

0.006 
aspect              

7/100

-1.3


0.029 
mine                

0.028 
reflect             

0.027 
opinion             

0.027 
meant               

0.027 
employ              

0.023 
recommend           

0.010 
1996                

0.010 
nudity              

0.008 
excel               

0.008 
1997                

0.008 
favorite            

0.008 
rate                

0.008 
award               

0.007 
thumb               

0.007 
dialog              

4/100

-1.2


0.045 
alien               

0.036 
space               

0.029 
science             

0.024 
earth               

0.022 
human               

0.021 
monster             

0.020 
scientist           

0.019 
planet              

0.016 
dr                  

0.016 
special             

0.016 
fiction             

0.011 
mars                

0.011 
creature            

0.010 
attack              

0.010 
create              

56/100

-0.3


0.117 
bond                

0.027 
agent               

0.026 
connery             

0.022 
spy                 

0.021 
moore               

0.020 
sequence            

0.018 
secret              

0.017 
007                 

0.016 
chase               

0.014 
british             

0.012 
adventure           

0.011 
series              

0.011 
service             

0.010 
russian             

0.009 
dr                  

75/100

0.1


0.038 
leave               

0.027 
summer              

0.021 
hero                

0.017 
enjoy               

0.016 
perfect             

0.014 
member              

0.012 
belief              

0.012 
early               

0.011 
close               

0.011 
prove               

0.011 
neutral             

0.011 
mind                

0.010 
fall                

0.010 
theater             

0.010 
miss                

16/100

0.3


0.037 
company             

0.027 
business            

0.021 
office              

0.019 
boss                

0.019 
hollywood           

0.015 
execute             

0.015 
firm                

0.015 
crowe               

0.014 
corporal            

0.011 
product             

0.010 
spacey              

0.010 
head                

0.010 
sell                

0.009 
devito              

0.009 
industry            

6/100

0.3


0.040 
war                 

0.033 
american            

0.030 
country             

0.030 
polite              

0.020 
history             

0.017 
america             

0.015 
power               

0.014 
message             

0.014 
govern              

0.013 
present             

0.013 
british             

0.012 
civil               

0.011 
forced              

0.010 
peace               

0.010 
side                

38/100

0.8


0.026 
secret              

0.022 
poet                

0.021 
lies                

0.020 
death               

0.015 
poetry              

0.013 
works               

0.012 
believed            

0.012 
lives               

0.011 
golden              

0.011 
mystery             

0.010 
words               

0.010 
street              

0.010 
black               

0.010 
chain               

0.010 
number              

59/100

0.9


0.094 
game                

0.040 
team                

0.031 
player              

0.027 
basketball          

0.027 
sport               

0.025 
coach               

0.019 
baseball            

0.019 
football            

0.018 
win                 

0.012 
athlete             

0.012 
chess               

0.011 
air                 

0.011 
dream               

0.010 
match               

0.010 
wrestle             

5/100

0.9


0.030 
agent               

0.015 
fbi                 

0.014 
chase               

0.013 
govern              

0.013 
conspiracy          

0.012 
eastwood            

0.012 
thriller            

0.012 
seagal              

0.011 
hero                

0.011 
power               

0.010 
guys                

0.010 
sequence            

0.010 
die                 

0.010 
secret              

0.009 
special             

15/100

1.1


0.114 
black               

0.094 
white               

0.044 
jackson             

0.017 
racial              

0.017 
south               

0.013 
similar             

0.012 
racist              

0.012 
spike               

0.012 
menace              

0.011 
racism              

0.009 
hood                

0.009 
race                

0.009 
urban               

0.009 
fresh               

0.009 
heaven              

96/100

2.0


0.064 
murder              

0.038 
death               

0.030 
crime               

0.019 
rape                

0.019 
die                 

0.017 
evident             

0.016 
victim              

0.015 
lost                

0.015 
walk                

0.015 
paradis             

0.015 
chamber             

0.014 
power               

0.014 
woods               

0.013 
confess             

0.012 
sheriff             

93/100

2.0


0.046 
letter              

0.043 
video               

0.041 
word                

0.040 
free                

0.040 
week                

0.037 
subject             

0.036 
send                

0.036 
recommend           

0.029 
email               

0.028 
subscribe           

0.026 
valley              

0.026 
unit                

0.024 
state               

0.018 
silicon             

0.018 
opens               

29/100

2.3


0.032 
ford                

0.026 
gold                

0.025 
western             

0.023 
town                

0.018 
cowboy              

0.018 
harrison            

0.017 
indian              

0.012 
legend              

0.012 
fight               

0.011 
sheriff             

0.011 
classic             

0.010 
ride                

0.010 
hunter              

0.010 
kid                 

0.010 
lane                

94/100

2.5


0.084 
williams            

0.045 
mel                 

0.033 
gibson              

0.022 
full                

0.022 
monty               

0.021 
boyle               

0.018 
couple              

0.014 
stiller             

0.014 
sid                 

0.013 
group               

0.012 
pistol              

0.011 
grave               

0.011 
lucky               

0.011 
shallow             

0.011 
flynn               

26/100

2.7


0.111 
prison              

0.049 
escape              

0.021 
convict             

0.019 
guard               

0.017 
sentence            

0.014 
head                

0.013 
criminal            

0.012 
sheridan            

0.012 
jail                

0.012 
torture             

0.012 
served              

0.012 
left                

0.011 
cell                

0.011 
member              

0.011 
arrest              

23/100

3.0


0.014 
eyes                

0.012 
sound               

0.012 
english             

0.011 
images              

0.010 
sets                

0.009 
full                

0.008 
move                

0.008 
language            

0.008 
slow                

0.008 
visuals             

0.008 
speak               

0.008 
camera              

0.008 
2                   

0.008 
intense             

0.007 
rare                

17/100

3.1


0.044 
boy                 

0.041 
boys                

0.036 
school              

0.034 
girl                

0.030 
kid                 

0.015 
teen                

0.013 
trouble             

0.013 
youth               

0.011 
parent              

0.011 
girls               

0.010 
innocent            

0.009 
lives               

0.009 
mom                 

0.009 
adventure           

0.009 
older               

41/100

3.5


0.079 
chan                

0.067 
van                 

0.040 
park                

0.029 
kong                

0.024 
fight               

0.023 
wars                

0.020 
hong                

0.019 
jurassic            

0.018 
strike              

0.016 
sequence            

0.013 
number              

0.013 
arts                

0.013 
fun                 

0.013 
martial             

0.012 
hour                

60/100

3.7


0.048 
money               

0.023 
bank                

0.020 
car                 

0.019 
tarantino           

0.018 
robbery             

0.017 
noir                

0.015 
quentin             

0.014 
rob                 

0.013 
pay                 

0.012 
walken              

0.012 
criminal            

0.011 
plan                

0.011 
crime               

0.011 
000                 

0.011 
heist               

67/100

4.5


0.038 
german              

0.027 
nazi                

0.027 
camp                

0.024 
kieslowski          

0.023 
jewish              

0.021 
jews                

0.018 
italian             

0.018 
holocaust           

0.017 
germany             

0.017 
nazis               

0.017 
concentrate         

0.014 
berlin              

0.014 
white               

0.014 
hitler              

0.013 
war                 

95/100

4.8


0.043 
money               

0.023 
worker              

0.022 
tale                

0.017 
hollywood           

0.016 
hoffman             

0.016 
simple              

0.014 
buddy               

0.013 
happy               

0.013 
ticket              

0.013 
dream               

0.012 
happen              

0.012 
rich                

0.012 
steal               

0.011 
poor                

0.010 
promise             

62/100

5.6


0.028 
duvall              

0.023 
meet                

0.018 
sonny               

0.016 
ground              

0.015 
otto                

0.014 
circle              

0.014 
destiny             

0.013 
quaid               

0.013 
share               

0.013 
seattle             

0.013 
harper              

0.012 
chang               

0.011 
deep                

0.011 
fate                

0.011 
radio               

42/100

5.6


0.022 
version             

0.020 
de                  

0.020 
fight               

0.017 
restore             

0.015 
buck                

0.014 
boxing              

0.013 
monkey              

0.013 
madeleine           

0.013 
origin              

0.012 
mind                

0.012 
vision              

0.012 
wanted              

0.012 
la                  

0.012 
today               

0.012 
chuck               

12/100

5.9


0.041 
fox                 

0.026 
art                 

0.026 
schwarzenegger      

0.026 
cinema              

0.025 
century             

0.023 
true                

0.017 
stallone            

0.016 
entertain           

0.016 
manage              

0.013 
villain             

0.013 
20th                

0.012 
special             

0.012 
unlike              

0.011 
lies                

0.011 
safe                

65/100

6.0


0.039 
brown               

0.038 
dark                

0.034 
bergman             

0.033 
art                 

0.031 
deep                

0.027 
pass                

0.024 
days                

0.023 
souls               

0.022 
ingmar              

0.020 
goodman             

0.019 
blues               

0.019 
rooms               

0.019 
rise                

0.017 
conscience          

0.013 
half                

46/100

6.4


0.078 
french              

0.044 
paris               

0.029 
de                  

0.025 
franc               

0.023 
lover               

0.022 
subtitles           

0.022 
english             

0.020 
le                  

0.018 
michel              

0.017 
la                  

0.016 
pierre              

0.015 
jacques             

0.015 
spanish             

0.013 
affair              

0.011 
madam               

33/100

6.8


0.083 
town                

0.027 
village             

0.027 
local               

0.021 
mountain            

0.014 
snow                

0.014 
indian              

0.013 
city                

0.012 
farm                

0.012 
farmer              

0.010 
dead                

0.010 
community           

0.010 
locals              

0.010 
native              

0.009 
lead                

0.009 
land                

53/100

7.0


0.046 
wild                

0.027 
west                

0.025 
horse               

0.025 
lost                

0.024 
lynch               

0.021 
brother             

0.017 
mexico              

0.016 
ride                

0.015 
identity            

0.014 
trip                

0.014 
road                

0.013 
mexican             

0.013 
twins               

0.013 
twin                

0.013 
straight            

8/100

7.7


0.071 
wed                 

0.027 
roberts             

0.027 
married             

0.022 
funeral             

0.021 
kiss                

0.019 
bride               

0.016 
marriage            

0.013 
couple              

0.013 
rush                

0.013 
romantic            

0.013 
miss                

0.012 
short               

0.011 
daughter            

0.011 
american            

0.011 
lead                

10/100

7.9


0.068 
gay                 

0.063 
smith               

0.056 
professor           

0.022 
lesbian             

0.016 
homosexual          

0.016 
straight            

0.014 
clerk               

0.014 
friendship          

0.014 
chase               

0.013 
comic               

0.011 
share               

0.011 
situated            

0.011 
days                

0.010 
question            

0.010 
talk                

85/100

7.9


0.071 
jones               

0.022 
lost                

0.016 
element             

0.015 
sheen               

0.014 
disappoint          

0.014 
graham              

0.013 
arrive              

0.013 
engage              

0.013 
summer              

0.012 
august              

0.012 
byrne               

0.011 
impress             

0.011 
ryder               

0.011 
disaster            

0.011 
smith               

2/100

7.9


0.044 
jr                  

0.030 
penn                

0.022 
davis               

0.021 
mickey              

0.020 
wright              

0.020 
freeman             

0.018 
nolte               

0.016 
caine               

0.016 
downey              

0.015 
cross               

0.015 
night               

0.015 
hunt                

0.013 
ernie               

0.012 
support             

0.012 
ends                

50/100

8.5


0.048 
dream               

0.029 
night               

0.022 
city                

0.018 
light               

0.017 
dark                

0.016 
cage                

0.014 
lost                

0.014 
die                 

0.013 
dead                

0.013 
dillon              

0.012 
desire              

0.012 
falls               

0.012 
gus                 

0.012 
learn               

0.012 
chance              

35/100

8.9


0.021 
al                  

0.018 
pacino              

0.017 
york                

0.016 
theater             

0.015 
godfather           

0.013 
decision            

0.013 
manage              

0.012 
worth               

0.012 
coppola             

0.012 
close               

0.012 
true                

0.012 
ii                  

0.011 
decade              

0.010 
capture             

0.010 
mann                

88/100

9.1


0.052 
award               

0.038 
academy             

0.035 
oscar               

0.023 
nominal             

0.022 
won                 

0.017 
hanks               

0.016 
win                 

0.013 
festive             

0.013 
move                

0.012 
actress             

0.011 
strong              

0.010 
break               

0.010 
deserve             

0.009 
honor               

0.009 
gump                

47/100

9.3


0.065 
mrs                 

0.041 
hotel               

0.040 
room                

0.036 
party               

0.023 
beach               

0.015 
eye                 

0.014 
mr                  

0.013 
vince               

0.012 
secret              

0.011 
head                

0.011 
private             

0.011 
hand                

0.010 
past                

0.010 
night               

0.009 
mystery             

77/100

9.3


0.036 
baby                

0.032 
hughes              

0.025 
hill                

0.025 
cusack              

0.021 
turner              

0.019 
water               

0.016 
lead                

0.015 
griffith            

0.014 
gross               

0.013 
reunion             

0.013 
willy               

0.012 
blank               

0.012 
free                

0.012 
kidnap              

0.012 
side                

63/100

9.7


0.029 
irish               

0.026 
collin              

0.022 
quinn               

0.022 
ireland             

0.019 
pitt                

0.018 
fall                

0.016 
british             

0.015 
ned                 

0.015 
trouble             

0.015 
main                

0.014 
romance             

0.014 
strong              

0.013 
weak                

0.013 
support             

0.012 
focus               

72/100

10.0


0.081 
animal              

0.054 
disney              

0.038 
voice               

0.021 
voiced              

0.020 
cartoon             

0.016 
adult               

0.015 
beast               

0.015 
king                

0.015 
human               

0.013 
adventure           

0.013 
children            

0.012 
princess            

0.012 
lion                

0.012 
dinosaur            

0.011 
jungle              

86/100

10.1


0.056 
car                 

0.030 
plane               

0.028 
train               

0.025 
crash               

0.023 
driver              

0.017 
bus                 

0.017 
speed               

0.017 
road                

0.016 
drive               

0.014 
cars                

0.013 
accident            

0.013 
leary               

0.013 
control             

0.010 
chase               

0.010 
station             

87/100

10.1


0.017 
jude                

0.015 
century             

0.014 
emotion             

0.014 
society             

0.013 
england             

0.013 
english             

0.013 
lady                

0.012 
london              

0.011 
passion             

0.011 
danger              

0.010 
piano               

0.010 
relate              

0.010 
rich                

0.010 
leave               

0.010 
romance             

31/100

10.6


0.033 
children            

0.033 
child               

0.031 
parent              

0.029 
emotion             

0.027 
daughter            

0.015 
touch               

0.013 
learn               

0.013 
heart               

0.012 
lost                

0.012 
baby                

0.010 
relate              

0.010 
genuine             

0.009 
meet                

0.009 
situated            

0.009 
death               

20/100

10.6


0.086 
women               

0.081 
girls               

0.036 
female              

0.035 
girl                

0.028 
talk                

0.023 
male                

0.021 
actress             

0.015 
prostitute          

0.014 
fantasy             

0.013 
lives               

0.013 
american            

0.012 
virgin              

0.011 
club                

0.010 
sister              

0.010 
spice               

73/100

10.8


0.033 
english             

0.030 
japanese            

0.027 
chinese             

0.023 
subtitles           

0.022 
girl                

0.019 
china               

0.018 
country             

0.016 
american            

0.015 
culture             

0.014 
husband             

0.014 
chen                

0.012 
wang                

0.012 
rain                

0.011 
foreign             

0.011 
polite              

48/100

10.8


0.086 
drug                

0.042 
drugs               

0.027 
dealer              

0.023 
addict              

0.023 
smoke               

0.016 
group               

0.015 
diamond             

0.015 
heroin              

0.011 
deal                

0.011 
days                

0.010 
money               

0.010 
party               

0.009 
girlfriend          

0.009 
view                

0.009 
black               

27/100

11.2


0.015 
search              

0.013 
fascinate           

0.012 
stories             

0.012 
perfect             

0.012 
constant            

0.012 
turturro            

0.011 
import              

0.011 
choice              

0.011 
true                

0.010 
obsess              

0.010 
finds               

0.010 
narrated            

0.010 
ethan               

0.010 
manage              

0.010 
train               

11/100

11.3


0.030 
ghost               

0.024 
magic               

0.024 
children            

0.019 
tale                

0.018 
child               

0.016 
boy                 

0.014 
innocent            

0.014 
garden              

0.013 
haunt               

0.013 
adult               

0.013 
secret              

0.013 
spirit              

0.013 
face                

0.012 
ways                

0.012 
keitel              

19/100

11.6


0.064 
king                

0.037 
version             

0.036 
shakespeare         

0.030 
queen               

0.029 
branagh             

0.019 
juliet              

0.017 
hamlet              

0.016 
romeo               

0.016 
sebastian           

0.016 
costume             

0.012 
frankenstein        

0.012 
adapt               

0.012 
prince              

0.012 
product             

0.011 
castle              

76/100

11.8


0.041 
rock                

0.040 
woody               

0.037 
band                

0.031 
singer              

0.026 
songs               

0.025 
sing                

0.018 
group               

0.017 
record              

0.016 
member              

0.015 
concert             

0.014 
song                

0.011 
popular             

0.010 
manage              

0.010 
roll                

0.010 
famous              

14/100

13.0


0.068 
romantic            

0.048 
romance             

0.018 
chemistry           

0.015 
lover               

0.014 
charm               

0.013 
nature              

0.012 
heart               

0.011 
fall                

0.010 
attract             

0.010 
smile               

0.009 
perfect             

0.009 
couple              

0.009 
pleasant            

0.008 
leads               

0.008 
enjoy               

32/100

13.2


0.050 
killer              

0.044 
thriller            

0.037 
mystery             

0.032 
murder              

0.022 
serial              

0.017 
twist               

0.016 
suspect             

0.016 
investigate         

0.016 
detect              

0.013 
tension             

0.013 
hitchcock           

0.011 
suspense            

0.009 
psychology          

0.009 
dead                

0.008 
happen              

37/100

13.4


0.040 
de                  

0.034 
news                

0.032 
televised           

0.030 
tv                  

0.024 
travolta            

0.020 
niro                

0.020 
stern               

0.019 
program             

0.017 
network             

0.017 
public              

0.016 
scorsese            

0.014 
city                

0.014 
parts               

0.014 
entertain           

0.013 
radio               

30/100

13.7


0.018 
emotion             

0.011 
power               

0.010 
present             

0.009 
understand          

0.009 
experience          

0.009 
human               

0.008 
explore             

0.008 
individual          

0.008 
drama               

0.008 
focus               

0.008 
complex             

0.008 
struggle            

0.008 
narrated            

0.008 
impress             

0.007 
lives               

39/100

14.7


0.046 
case                

0.041 
lawyer              

0.031 
judge               

0.030 
law                 

0.030 
trial               

0.023 
court               

0.018 
attorney            

0.015 
client              

0.015 
justice             

0.014 
wit                 

0.012 
courtroom           

0.012 
drama               

0.011 
legal               

0.011 
moral               

0.010 
system              

89/100

15.0


0.050 
preside             

0.040 
polite              

0.039 
american            

0.021 
senate              

0.017 
campaign            

0.017 
elect               

0.015 
public              

0.013 
moral               

0.013 
kennedy             

0.012 
candid              

0.011 
white               

0.011 
nation              

0.011 
sound               

0.010 
politician          

0.010 
report              

34/100

17.6


0.035 
question            

0.020 
human               

0.018 
nature              

0.018 
answer              

0.015 
truth               

0.015 
present             

0.014 
subject             

0.013 
message             

0.013 
matter              

0.012 
true                

0.011 
understand          

0.010 
believed            

0.009 
thought             

0.009 
reality             

0.009 
intelligent         

97/100

17.9


0.042 
laugh               

0.036 
parker              

0.035 
satire              

0.021 
parody              

0.021 
campbell            

0.017 
fun                 

0.015 
comic               

0.015 
amused              

0.015 
night               

0.012 
clever              

0.011 
jokes               

0.010 
absurd              

0.010 
joke                

0.010 
naked               

0.010 
refer               

22/100

19.0


0.065 
artist              

0.060 
art                 

0.033 
paint               

0.020 
model               

0.016 
color               

0.014 
create              

0.013 
design              

0.013 
product             

0.012 
dress               

0.012 
works               

0.011 
view                

0.011 
camera              

0.011 
theater             

0.010 
style               

0.009 
shot                

40/100

21.5


0.033 
city                

0.031 
miller              

0.029 
dark                

0.027 
batman              

0.026 
burton              

0.025 
shadow              

0.024 
moon                

0.023 
gray                

0.023 
walker              

0.018 
walk                

0.017 
wolf                

0.016 
summer              

0.015 
crow                

0.014 
villain             

0.013 
series              

80/100

25.7


0.062 
christmas           

0.047 
tony                

0.038 
eve                 

0.028 
north               

0.025 
santa               

0.023 
holiday             

0.019 
season              

0.018 
toys                

0.017 
store               

0.017 
reiner              

0.016 
street              

0.016 
toy                 

0.014 
claus               

0.014 
version             

0.013 
mail                

99/100

26.2


0.011 
writer              

0.011 
fast                

0.011 
language            

0.010 
explain             

0.010 
pg-13               

0.009 
i'm                 

0.009 
asks                

0.009 
comedic             

0.009 
smile               

0.008 
you're              

0.008 
sweet               

0.008 
wonders             

0.007 
full                

0.007 
delight             

0.007 
eyes