Top 20 keywords for each of 300 topics learnt by BPT model
***************************************************************
Topics #1
job 0.078
ratio 0.042
competit 0.040
on-lin 0.028
load 0.022
schedul 0.020
log 0.018
maximum 0.016
arriv 0.013
bound 0.011
time 0.011
assign 0.010
request 0.009
path 0.009
case 0.009
call 0.009
server 0.009
rout 0.009
balanc 0.009
token 0.009

Topics #2
agent 0.125
team 0.041
reactiv 0.038
situat 0.032
behavior 0.029
intellig 0.023
challeng 0.015
track 0.014
coordin 0.014
plan 0.013
soccer 0.012
multi-ag 0.012
capabl 0.011
multipl 0.011
decis 0.010
commit 0.009
soar 0.009
real-tim 0.009
flexibl 0.009
competit 0.009

Topics #3
differ 0.097
requir 0.059
addit 0.058
paper 0.050
describ 0.047
achiev 0.038
typic 0.038
potenti 0.037
amount 0.034
signific 0.031
allow 0.024
advantag 0.024
present 0.023
singl 0.020
import 0.016
result 0.016
discuss 0.012
significantli 0.011
provid 0.009
introduc 0.009

Topics #4
call 0.380
collect 0.284
includ 0.066
provid 0.020
captur 0.017
develop 0.015
extens 0.013
year 0.011
need 0.011
built 0.011
overview 0.009
research 0.008
critic 0.008
present 0.006
base 0.006
extend 0.006
describ 0.005
creat 0.004
challeng 0.004
facilit 0.004

Topics #5
give 0.460
match 0.200
case 0.111
simpl 0.070
algorithm 0.062
best 0.038
provabl 0.009
consid 0.009
literatur 0.007
exact 0.004
connect 0.003
near 0.003
constant 0.003
gave 0.002
linear 0.002
follow 0.002
practic 0.002
region 0.001
previou 0.001
variant 0.001

Topics #6
differenti 0.081
deriv 0.042
code 0.032
automat 0.028
comput 0.016
fortran 0.015
function 0.015
pde 0.012
exploit 0.011
tool 0.011
sparsiti 0.010
numer 0.010
requir 0.010
mathemat 0.010
jacobian 0.009
spars 0.009
gradient 0.009
scienc 0.009
approach 0.008
workbench 0.007

Topics #7
level 0.358
activ 0.178
world 0.122
real 0.118
physic 0.114
continu 0.024
higher 0.023
behaviour 0.023
environment 0.009
constitut 0.004
primarili 0.004
articl 0.003
focu 0.003
cope 0.002
emerg 0.002
accomplish 0.002
reaction 0.002
intern 0.002
modern 0.001
layer 0.001

Topics #8
featur 0.656
target 0.057
attent 0.056
track 0.031
robust 0.030
distinguish 0.022
tracker 0.013
focus 0.008
meaning 0.008
situat 0.007
appropri 0.006
long 0.005
combin 0.005
perspect 0.005
greater 0.004
guid 0.004
peopl 0.004
mark 0.003
accur 0.003
spite 0.003

Topics #9
present 0.249
differ 0.097
paper 0.076
approach 0.031
base 0.030
defin 0.026
simpl 0.019
enabl 0.018
basic 0.015
propos 0.013
provid 0.012
introduc 0.011
us 0.011
emploi 0.011
singl 0.011
describ 0.011
final 0.011
detail 0.009
import 0.008
allow 0.008

Topics #10
classifi 0.080
classif 0.059
attribut 0.049
accuraci 0.033
train 0.023
dataset 0.020
subset 0.016
instanc 0.016
induct 0.016
predict 0.015
databas 0.015
valu 0.014
c4 0.014
learner 0.013
naiv 0.013
label 0.012
bayesian 0.011
discret 0.010
irrelev 0.009
tree 0.008

Topics #11
paper 0.272
present 0.092
result 0.065
allow 0.051
demonstr 0.048
base 0.037
requir 0.019
current 0.014
import 0.014
describ 0.014
research 0.013
propos 0.012
new 0.011
includ 0.011
discuss 0.010
tradit 0.009
kei 0.009
approach 0.009
novel 0.009
emploi 0.008

Topics #12
architectur 0.061
softwar 0.059
style 0.024
mismatch 0.016
compon 0.014
research 0.012
composit 0.012
govern 0.011
develop 0.011
understand 0.010
modul 0.009
refin 0.009
correct 0.009
support 0.008
technolog 0.008
engin 0.008
formal 0.008
descript 0.008
analyz 0.007
illustr 0.007

==data mining
Topics #13
mine 0.042
data 0.033
rule 0.032
databas 0.032
knowledg 0.021
discoveri 0.014
associ 0.014
larg 0.013
algorithm 0.009
effici 0.008
sequenc 0.008
cluster 0.008
sourc 0.008
relat 0.007
spatial 0.007
discov 0.007
user 0.007
show 0.007
frequent 0.007
pattern 0.007

Topics #14
requir 0.204
provid 0.088
paper 0.074
current 0.073
flexibl 0.069
includ 0.063
describ 0.033
differ 0.027
kei 0.023
wide 0.021
allow 0.019
built 0.014
need 0.013
present 0.012
technolog 0.010
research 0.010
singl 0.009
varieti 0.008
us 0.008
futur 0.007

Topics #15
manipul 0.069
track 0.054
robot 0.052
grasp 0.036
joint 0.034
visual 0.033
motion 0.032
arm 0.029
motor 0.023
hand 0.021
freedom 0.020
kinemat 0.019
move 0.015
posit 0.014
veloc 0.013
target 0.012
vision 0.011
torqu 0.011
coupl 0.011
primit 0.010

Topics #16
learn 0.029
connectionist 0.023
pars 0.017
represent 0.014
sentenc 0.014
movement 0.014
syntact 0.011
cognit 0.011
word 0.010
parser 0.010
natur 0.010
human 0.009
curvatur 0.009
symbol 0.009
task 0.009
visual 0.009
acquisit 0.008
map 0.008
semant 0.008
bind 0.007

Topics #17
queri 0.503
databas 0.205
index 0.014
plan 0.011
rewrit 0.011
aggreg 0.010
answer 0.009
predic 0.009
equival 0.008
tradit 0.007
quantifi 0.007
sql 0.006
translat 0.006
deal 0.006
nest 0.006
expens 0.006
object-ori 0.005
subqueri 0.004
record 0.003
join 0.003

Topics #18
file 0.024
locat 0.021
user 0.020
servic 0.018
content 0.017
discoveri 0.015
divers 0.015
repositori 0.014
directori 0.014
video 0.013
index 0.012
organ 0.012
document 0.011
resourc 0.011
tool 0.011
sourc 0.011
wai 0.011
librari 0.010
site 0.010
larg 0.010

Topics #19
paper 0.366
address 0.062
present 0.061
provid 0.035
us 0.033
demonstr 0.027
work 0.019
wai 0.018
call 0.013
necessari 0.011
describ 0.011
discuss 0.010
approach 0.010
import 0.010
support 0.009
includ 0.008
common 0.008
mai 0.008
differ 0.008
allow 0.008

Topics #20
evalu 0.647
result 0.087
effect 0.037
differ 0.034
experiment 0.025
appli 0.017
import 0.013
us 0.010
base 0.009
greatli 0.006
present 0.006
approach 0.006
novel 0.004
indic 0.004
paper 0.004
success 0.003
produc 0.003
combin 0.003
better 0.002
propos 0.002

Topics #21
persist 0.044
garbag 0.038
collect 0.034
memori 0.021
collector 0.019
cach 0.019
manag 0.019
databas 0.018
virtual 0.015
storag 0.014
store 0.014
pointer 0.014
scheme 0.010
address 0.010
page 0.010
object-ori 0.010
refer 0.010
polici 0.009
support 0.009
softwar 0.008

Topics #22
schedul 0.366
real-tim 0.170
prioriti 0.042
deadlin 0.023
synchron 0.017
block 0.016
period 0.016
processor 0.013
profil 0.009
hard 0.009
ptolemi 0.009
assign 0.008
real 0.008
minim 0.008
critic 0.008
end-to-end 0.007
section 0.007
admiss 0.006
uniprocessor 0.006
interrupt 0.005

Topics #23
reduc 0.411
exploit 0.151
elimin 0.079
signific 0.046
paper 0.038
improv 0.030
present 0.020
increas 0.013
addit 0.011
static 0.011
requir 0.010
significantli 0.009
call 0.008
potenti 0.008
result 0.007
advantag 0.006
achiev 0.006
import 0.006
base 0.006
enabl 0.005

Topics #24
partit 0.129
cluster 0.064
travel 0.027
solut 0.027
heurist 0.021
cut 0.020
instanc 0.020
salesman 0.016
ant 0.016
tsp 0.015
assign 0.012
iter 0.011
anneal 0.011
bipartit 0.010
qualiti 0.010
tour 0.009
gain 0.008
combinatori 0.008
placement 0.008
modul 0.008

Topics #25
transform 0.461
routin 0.029
linear 0.026
valu 0.022
nest 0.019
algebra 0.014
correl 0.013
simplic 0.012
sort 0.011
duplic 0.009
hash 0.008
expect 0.008
detect 0.007
demand 0.007
conveni 0.007
strength 0.006
unit 0.006
verifi 0.006
convent 0.006
read 0.006

Topics #26
deriv 0.477
basi 0.160
establish 0.154
base 0.023
term 0.019
lead 0.019
introduc 0.015
valid 0.009
simpl 0.009
introduct 0.007
extend 0.007
correspond 0.007
final 0.007
directli 0.006
appli 0.005
old 0.005
earlier 0.004
paper 0.003
defin 0.003
simpler 0.002

Topics #27
transact 0.130
concurr 0.053
databas 0.037
protocol 0.016
inconsist 0.016
lock 0.015
correct 0.014
serializ 0.013
optimist 0.012
manag 0.011
extend 0.010
monitor 0.010
conflict 0.010
allow 0.010
real-tim 0.010
reflect 0.009
advanc 0.009
semant 0.008
commit 0.008
atom 0.008

Topics #28
concept 0.493
associ 0.238
import 0.080
role 0.021
highlight 0.019
base 0.012
propos 0.011
discuss 0.009
introduct 0.008
consist 0.008
approach 0.007
hand 0.006
alter 0.005
consider 0.004
instanc 0.003
involv 0.003
kei 0.003
perspect 0.003
paper 0.002
addition 0.002

Topics #29
workstat 0.127
pool 0.034
load 0.032
cluster 0.028
idl 0.027
migrat 0.027
page 0.024
job 0.020
poor 0.016
imag 0.015
transpar 0.013
remot 0.013
disk 0.012
expect 0.012
benefit 0.012
portabl 0.012
workload 0.011
buffer 0.010
opportun 0.009
synthet 0.009

Topics #30
extract 0.132
signal 0.108
wavelet 0.055
threshold 0.045
dictionari 0.041
nois 0.026
verb 0.023
expans 0.023
coeffici 0.016
music 0.013
sound 0.013
frequenc 0.012
synthesi 0.012
spectrum 0.010
basi 0.010
pursuit 0.010
sinusoid 0.009
noisi 0.008
orthogon 0.008
time-frequ 0.008

Topics #31
scienc 0.112
research 0.102
univers 0.074
grant 0.067
author 0.047
foundat 0.044
depart 0.040
fl 0.036
nation 0.034
contract 0.031
advanc 0.029
center 0.027
nsf 0.025
agenc 0.020
institut 0.020
support 0.017
offic 0.016
laboratori 0.014
govern 0.011
impli 0.011

Topics #32
point 0.454
map 0.425
locat 0.038
valu 0.012
uniqu 0.005
precis 0.005
real 0.004
print 0.004
extent 0.004
rapid 0.003
resolut 0.003
long 0.003
split 0.003
formul 0.003
raw 0.002
look 0.002
spread 0.002
start 0.002
produc 0.002
adjust 0.001

Topics #33
schema 0.103
view 0.070
databas 0.029
fuzzi 0.027
object-ori 0.019
evolut 0.017
chang 0.016
tool 0.014
multiview 0.014
integr 0.014
oodb 0.013
path 0.011
imprecis 0.011
updat 0.011
class 0.010
propos 0.009
materi 0.008
global 0.007
featur 0.007
extend 0.007

Topics #34
system 0.074
applic 0.026
provid 0.023
oper 0.012
paper 0.012
show 0.012
research 0.011
adapt 0.011
new 0.010
technolog 0.009
perform 0.008
power 0.008
effect 0.008
chang 0.008
extens 0.008
consist 0.008
requir 0.007
tradit 0.007
organ 0.007
current 0.007

Topics #35
real-tim 0.027
applic 0.026
protocol 0.022
resourc 0.016
internet 0.015
support 0.014
provid 0.014
commun 0.014
servic 0.014
rout 0.013
mechan 0.013
bandwidth 0.013
adapt 0.013
multimedia 0.012
guarante 0.011
connect 0.011
perform 0.010
flow 0.010
paper 0.009
delai 0.009

Topics #36
major 0.134
necessari 0.058
present 0.047
paper 0.040
wai 0.030
varieti 0.028
us 0.026
furthermor 0.026
import 0.024
differ 0.018
mai 0.017
research 0.016
base 0.016
enabl 0.016
address 0.015
work 0.014
novel 0.013
essenti 0.013
includ 0.011
provid 0.011

Topics #37
approach 0.214
order 0.176
maxim 0.083
abl 0.055
interest 0.031
variou 0.029
propos 0.029
differ 0.027
achiev 0.018
success 0.018
result 0.013
determin 0.012
crucial 0.011
simpl 0.009
case 0.008
paper 0.007
us 0.006
carri 0.006
describ 0.006
minim 0.006

Topics #38
time 0.770
size 0.209
line 0.016
take 0.003
maximum 0.002
low 0.000
calcul 0.000
exact 0.000
expect 0.000
faster 0.000
block 0.000
small 0.000
best 0.000
static 0.000
unit 0.000
factor 0.000
smaller 0.000
valu 0.000
respons 0.000
case 0.000

Topics #39
part 0.539
field 0.173
place 0.103
forc 0.091
uniqu 0.024
intern 0.021
move 0.005
state 0.004
earlier 0.003
paper 0.003
emploi 0.002
consist 0.002
fl 0.002
present 0.001
determin 0.001
work 0.001
new 0.001
character 0.001
contain 0.001
shown 0.001

Topics #40
approach 0.717
observ 0.176
success 0.013
produc 0.012
demonstr 0.008
account 0.008
predict 0.006
base 0.006
determin 0.004
paper 0.004
us 0.003
lead 0.003
combin 0.002
shown 0.002
result 0.002
differ 0.002
experiment 0.001
new 0.001
import 0.001
effect 0.001

Topics #41
automata 0.035
state 0.026
hybrid 0.024
verif 0.023
safeti 0.020
automaton 0.020
vehicl 0.019
tempor 0.016
transit 0.016
check 0.015
highwai 0.014
time 0.014
autom 0.014
logic 0.011
formal 0.010
clock 0.008
real-tim 0.008
aircraft 0.008
game 0.008
continu 0.007

Topics #42
case 0.084
case-bas 0.069
reason 0.049
adapt 0.039
retriev 0.038
memori 0.027
cbr 0.023
creativ 0.020
situat 0.016
explan 0.016
assess 0.015
read 0.014
index 0.013
knowledg 0.013
understand 0.013
issu 0.010
stori 0.009
analog 0.009
store 0.008
diagnosi 0.008

Topics #43
space 0.896
best 0.010
start 0.009
small 0.008
region 0.007
modifi 0.007
result 0.005
unabl 0.004
usual 0.003
sens 0.003
valu 0.003
locat 0.002
complement 0.002
simpl 0.002
paramet 0.002
dimens 0.002
direct 0.002
encompass 0.002
truli 0.002
preliminari 0.001

Topics #44
pattern 0.168
separ 0.127
unit 0.026
sequenc 0.017
mix 0.016
minim 0.016
signal 0.015
mutual 0.014
long 0.013
novel 0.012
tempor 0.012
predict 0.012
simpl 0.010
blind 0.009
depend 0.009
potenti 0.009
independ 0.006
introduc 0.006
adapt 0.006
real 0.006

Topics #45
model 0.998
predict 0.001
continu 0.000
paramet 0.000
combin 0.000
state 0.000
captur 0.000
literatur 0.000
hierarch 0.000
transit 0.000
prior 0.000
demonstr 0.000
abil 0.000
conduct 0.000
make 0.000
appli 0.000
present 0.000
account 0.000
success 0.000
new 0.000

Topics #46
access 0.738
content 0.110
remot 0.066
provid 0.024
save 0.006
futur 0.006
need 0.004
requir 0.003
analyt 0.002
flexibl 0.002
divid 0.002
emerg 0.002
effort 0.002
frequent 0.002
high 0.002
quickli 0.001
commerci 0.001
primarili 0.001
demand 0.001
wide 0.001

Topics #47
report 0.566
technic 0.285
april 0.023
univers 0.020
march 0.016
januari 0.015
june 0.013
appear 0.010
juli 0.009
novemb 0.008
confer 0.007
proceed 0.007
ieee 0.006
august 0.003
cambridg 0.002
brown 0.001
decad 0.001
full 0.001
submit 0.001
left 0.000

Topics #48
kernel 0.062
oper 0.041
extens 0.022
thread 0.021
protect 0.019
i/o 0.018
devic 0.017
user-level 0.017
polici 0.015
virtual 0.014
softwar 0.014
unix 0.013
os 0.012
secur 0.011
system 0.011
cpu 0.011
buffer 0.011
mach 0.011
memori 0.010
safeti 0.009

Topics #49
caus 0.042
applic 0.036
benchmark 0.036
granular 0.023
commut 0.020
understand 0.014
suit 0.014
deliv 0.014
multiprocessor 0.013
import 0.013
character 0.013
size 0.013
svm 0.013
cluster 0.012
architectur 0.012
examin 0.012
smp 0.012
concurr 0.011
automat 0.011
result 0.010

Topics #50
work 0.558
limit 0.162
paper 0.023
simpl 0.013
allow 0.012
describ 0.010
interest 0.009
us 0.009
requir 0.008
import 0.008
essenti 0.008
modif 0.008
extend 0.008
mai 0.006
present 0.006
result 0.006
necessari 0.005
new 0.004
singl 0.004
demonstr 0.004

Topics #51
optim 0.685
cost 0.217
minim 0.067
best 0.007
total 0.006
incur 0.004
benefit 0.003
substanti 0.001
exce 0.001
reduc 0.001
significantli 0.001
static 0.001
aid 0.001
region 0.001
effici 0.001
quickli 0.001
expens 0.001
good 0.000
straightforward 0.000
achiev 0.000

Topics #52
improv 0.506
better 0.204
significantli 0.096
abl 0.012
origin 0.009
determin 0.008
present 0.007
best 0.007
predict 0.006
result 0.006
accur 0.005
show 0.005
increas 0.005
us 0.004
appli 0.004
gain 0.004
achiev 0.004
new 0.004
approach 0.004
good 0.004

Topics #53
rang 0.294
wide 0.193
includ 0.072
paper 0.060
extens 0.052
new 0.017
import 0.016
typic 0.010
potenti 0.010
work 0.009
signific 0.008
varieti 0.008
develop 0.008
technolog 0.007
applic 0.007
requir 0.006
address 0.006
describ 0.006
result 0.006
present 0.006

Topics #54
failur 0.153
consensu 0.048
quorum 0.048
detector 0.039
protocol 0.024
asynchron 0.022
crash 0.017
hierarchi 0.015
achiev 0.014
fault-toler 0.014
synchron 0.013
clock 0.013
solv 0.013
maximum 0.012
probe 0.012
prove 0.012
toler 0.011
messag 0.010
load 0.009
faulti 0.009

Topics #55
agent 0.313
market 0.023
negoti 0.019
ration 0.013
multi-ag 0.013
decis 0.013
alloc 0.011
econom 0.011
auction 0.010
expect 0.010
protocol 0.010
servic 0.010
situat 0.010
action 0.009
multiag 0.009
price 0.009
cooper 0.008
util 0.008
coordin 0.008
belief 0.007

Topics #56
new 0.492
initi 0.164
present 0.030
vari 0.024
locat 0.020
base 0.017
describ 0.014
modifi 0.014
potenti 0.010
approach 0.008
demonstr 0.008
research 0.008
provid 0.008
includ 0.007
differ 0.007
novel 0.006
import 0.005
abl 0.005
allow 0.005
us 0.005

Topics #57
automat 0.199
produc 0.133
correct 0.089
symbol 0.081
realiz 0.050
manual 0.036
constrain 0.028
successfulli 0.028
synthesi 0.023
summar 0.021
broad 0.018
equival 0.017
mathemat 0.017
portion 0.017
compos 0.014
explain 0.014
directli 0.012
thesi 0.011
year 0.010
promis 0.010

Topics #58
step 0.273
element 0.264
case 0.228
valu 0.020
result 0.018
start 0.014
shown 0.013
yield 0.013
answer 0.010
given 0.010
direct 0.010
repeat 0.010
consist 0.009
forward 0.009
determin 0.007
order 0.005
special 0.005
present 0.005
follow 0.004
theoret 0.004

Topics #59
oper 0.768
consist 0.133
enhanc 0.014
high 0.007
present 0.006
allow 0.006
achiev 0.005
requir 0.004
singl 0.003
import 0.003
modifi 0.002
kei 0.002
includ 0.002
simplifi 0.002
permit 0.001
limit 0.001
tradit 0.001
paper 0.001
system 0.001
due 0.001

Topics #60
verif 0.061
formal 0.023
verifi 0.021
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Topics #61
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Topics #62
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Topics #63
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Topics #64
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Topics #65
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Topics #66
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Topics #67
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Topics #68
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Topics #69
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Topics #70
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Topics #71
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Topics #72
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Topics #73
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Topics #74
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Topics #75
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Topics #76
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Topics #77
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Topics #78
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Topics #79
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Topics #80
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Topics #81
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Topics #82
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Topics #83
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Topics #84
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Topics #85
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Topics #86
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Topics #87
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Topics #88
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Topics #89
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Topics #90
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Topics #91
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Topics #92
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Topics #93
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Topics #94
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Topics #95
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Topics #96
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Topics #97
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Topics #98
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Topics #99
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Topics #100
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Topics #101
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Topics #102
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Topics #103
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Topics #104
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Topics #105
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Topics #106
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Topics #107
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Topics #108
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Topics #109
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Topics #110
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Topics #111
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Topics #112
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Topics #113
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Topics #114
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Topics #115
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Topics #116
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Topics #117
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Topics #118
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Topics #119
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Topics #121
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Topics #123
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Topics #124
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Topics #125
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Topics #127
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Topics #128
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Topics #129
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Topics #130
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Topics #131
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Topics #132
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Topics #133
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Topics #134
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Topics #135
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Topics #136
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Topics #138
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Topics #139
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Topics #141
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Topics #142
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Topics #145
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Topics #146
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Topics #148
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Topics #157
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Topics #176
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Topics #178
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Topics #238
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Topics #239
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Topics #240
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Topics #241
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Topics #242
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Topics #243
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Topics #244
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Topics #245
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Topics #246
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Topics #247
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Topics #248
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Topics #249
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Topics #250
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Topics #251
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Topics #252
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Topics #253
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Topics #254
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Topics #255
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Topics #256
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Topics #257
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Topics #258
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Topics #259
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Topics #260
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Topics #261
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Topics #262
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Topics #263
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Topics #264
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Topics #265
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Topics #266
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Topics #267
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Topics #268
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Topics #269
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Topics #270
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Topics #271
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Topics #272
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Topics #273
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Topics #274
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Topics #275
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Topics #276
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Topics #277
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Topics #278
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Topics #279
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Topics #280
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Topics #281
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Topics #282
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Topics #283
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Topics #284
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Topics #285
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Topics #286
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Topics #287
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Topics #288
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Topics #289
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Topics #290
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Topics #291
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Topics #292
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Topics #293
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Topics #294
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Topics #295
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Topics #296
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Topics #298
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Topics #299
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Topics #300
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