Top words per topic, in parenthesis is the probability mass of the top 10 words on each topic.
T1 (0.50)
writes
article
apr
don
cs
stanford
mark
ca
people
doesn
T2 (0.29)
group
posting
post
newsgroup
posts
read
groups
people
reading
alt
T3 (0.33)
opinions
expressed
mine
disclaimer
views
employer
internet
writes
article
don
T4 (0.25)
turn
left
side
time
light
back
hand
move
power
hole
T5 (0.20)
told
back
called
day
wanted
didn
asked
week
made
call
T6 (0.21)
amendment
bear
militia
people
arms
government
constitution
rights
writes
article
T7 (0.32)
black
white
blue
red
green
color
man
cover
art
colors
T8 (0.40)
writes
article
ac
uk
sun
university
apr
east
steve
ca
T9 (0.18)
faq
archive
answers
sci
mit
news
ftp
info
anonymous
list
T10 (0.22)
adam
harvard
congress
majority
action
john
house
writes
big
waste
T11 (0.25)
sale
offer
shipping
condition
price
interested
sell
mail
email
includes
T12 (0.23)
people
drugs
drug
make
high
writes
article
don
person
average
T13 (0.12)
members
including
part
provide
information
conference
general
member
status
special
T14 (0.27)
phone
number
bill
call
line
company
computer
don
calls
find
T15 (0.40)
toronto
henry
article
writes
work
umd
eng
man
allen
isn
T16 (0.22)
time
long
make
years
problem
happen
good
hard
back
ve
T17 (0.34)
islam
muslims
islamic
religion
muslim
article
writes
religious
fred
religions
T18 (0.22)
good
don
writes
time
doesn
pretty
didn
isn
ll
thing
T19 (0.40)
ibm
writes
austin
texas
utexas
article
cc
bitnet
houston
don
T20 (0.22)
hockey
game
team
games
year
season
rangers
fans
cup
play
T21 (0.17)
doctor
disease
pain
problems
effect
treatment
problem
body
blood
common
T22 (0.19)
point
thing
people
idea
writes
wrong
problem
don
argument
bad
T23 (0.20)
make
give
people
feel
opinion
mind
care
don
free
point
T24 (0.17)
koresh
day
writes
bill
jim
fire
article
american
people
died
T25 (0.23)
book
books
read
good
reference
written
find
history
author
library
T26 (0.18)
rate
number
year
population
rates
education
numbers
higher
al
total
T27 (0.20)
game
play
goal
puck
goals
penalty
games
team
end
period
T28 (0.33)
windows
driver
drivers
card
printer
version
dos
print
fonts
video
T29 (0.21)
food
msg
people
evidence
steve
effects
eat
studies
study
results
T30 (0.38)
writes
article
bnr
isc
ca
apr
steve
corp
bell
ma
T31 (0.33)
list
mail
send
address
mailing
request
email
message
post
free
T32 (0.31)
card
video
monitor
ram
color
bit
vga
cards
apple
simms
T33 (0.31)
car
speed
drive
driving
road
cars
mph
traffic
driver
good
T34 (0.29)
date
subject
apr
gmt
posting
message
organization
net
posted
newsgroups
T35 (0.42)
writes
article
apr
time
don
net
david
ca
deleted
michael
T36 (0.10)
max
qax
part
end
mn
wt
pl
ei
mw
km
T37 (0.19)
set
key
keyboard
xterm
work
text
line
font
file
window
T38 (0.29)
god
religion
christians
christianity
christian
atheists
bible
atheism
people
atheist
T39 (0.27)
image
files
graphics
format
images
file
color
program
gif
screen
T40 (0.40)
opinions
american
years
george
writes
article
employer
bush
failed
president
T41 (0.41)
apple
kent
sandvik
article
wrote
net
activities
private
cheers
people
T42 (0.21)
size
small
high
make
big
difference
large
lot
smaller
extra
T43 (0.14)
mother
children
father
body
brought
time
son
happened
woman
man
T44 (0.19)
server
motif
running
client
run
sun
support
unix
code
application
T45 (0.22)
war
military
world
country
army
years
forces
government
time
history
T46 (0.24)
space
earth
orbit
access
shuttle
nasa
launch
digex
satellite
pat
T47 (0.24)
water
power
heat
hot
gas
cold
nuclear
run
things
air
T48 (0.37)
drive
hard
drives
disk
scsi
floppy
controller
rom
ide
mb
T49 (0.16)
true
fact
wrong
people
point
agree
make
opinion
doesn
understand
T50 (0.25)
good
writes
face
level
article
make
problems
makes
people
thinking
T51 (0.23)
bit
number
key
bits
random
serial
data
des
keys
unit
T52 (0.11)
master
question
system
point
living
human
individuals
actions
life
wrote
T53 (0.48)
pitt
gordon
article
writes
banks
cis
cs
don
blue
david
T54 (0.45)
writes
article
apr
att
mot
don
cb
dave
chicago
ve
T55 (0.24)
buy
price
good
sell
money
cost
market
bought
buying
don
T56 (0.14)
home
room
building
street
living
apartment
didn
door
city
town
T57 (0.32)
israel
israeli
jews
arab
jewish
policy
arabs
org
center
research
T58 (0.25)
writes
news
radio
article
local
station
scott
show
udel
don
T59 (0.20)
window
application
program
manager
display
widget
problem
code
event
xlib
T60 (0.28)
gun
guns
firearms
weapons
police
control
carry
criminals
defense
weapon
T61 (0.23)
dan
iastate
people
good
needed
weapons
protect
job
power
law
T62 (0.28)
church
god
catholic
christian
rutgers
christ
pope
mary
marriage
athos
T63 (0.25)
word
words
jewish
day
john
reason
meaning
talking
mark
language
T64 (0.20)
evidence
claim
argument
fact
prove
show
claims
proof
arguments
support
T65 (0.38)
writes
article
world
apr
cc
don
std
columbia
robert
purdue
T66 (0.34)
mail
info
information
appreciated
email
advance
post
send
greatly
find
T67 (0.24)
insurance
pay
money
health
care
cost
costs
spend
time
service
T68 (0.27)
keith
writes
moral
system
morality
caltech
jon
objective
behavior
sgi
T69 (0.30)
players
team
player
hockey
game
play
teams
roger
league
nhl
T70 (0.24)
moon
space
billion
cost
year
million
base
lunar
high
money
T71 (0.21)
medical
health
medicine
children
school
child
young
disease
end
aids
T72 (0.26)
car
cars
engine
miles
ford
oil
model
honda
power
dealer
T73 (0.19)
time
open
back
good
long
short
break
cut
times
won
T74 (0.23)
point
points
line
find
order
method
algorithm
center
original
problem
T75 (0.23)
wire
ground
box
cable
house
type
electrical
connected
wiring
panel
T76 (0.21)
year
game
games
team
baseball
season
runs
win
hit
good
T77 (0.26)
government
tax
private
federal
pay
taxes
money
public
free
business
T78 (0.32)
ago
years
time
couple
weeks
long
ve
months
remember
days
T79 (0.13)
based
standard
note
means
single
simply
clear
apply
generally
point
T80 (0.25)
clinton
president
house
bill
white
administration
bush
press
congress
washington
T81 (0.19)
smith
dave
mike
john
steve
scott
jeff
mark
bill
chris
T82 (0.22)
israeli
israel
lebanese
lebanon
soldiers
tim
attacks
killed
villages
civilians
T83 (0.25)
ftp
pub
program
file
site
directory
version
sites
files
anonymous
T84 (0.49)
cwru
freenet
article
cleveland
writes
usenet
previous
po
ca
tony
T85 (0.24)
problem
machine
memory
running
system
error
problems
driver
errors
device
T86 (0.26)
fbi
fire
koresh
batf
compound
gas
children
government
waco
started
T87 (0.23)
people
kill
life
killed
death
human
killing
innocent
live
society
T88 (0.30)
law
court
laws
legal
rights
state
police
case
federal
civil
T89 (0.21)
men
women
life
people
real
christian
book
thing
makes
time
T90 (0.28)
key
encryption
clipper
chip
keys
government
system
secure
public
nsa
T91 (0.34)
question
answer
questions
time
answers
asked
long
general
case
person
T92 (0.15)
national
april
press
american
report
news
information
washington
california
university
T93 (0.39)
netcom
writes
article
david
brian
phil
ve
heard
jon
life
T94 (0.10)
include
int
section
entry
read
define
program
char
file
size
T95 (0.37)
gatech
stratus
georgia
michael
sw
article
writes
internet
gt
institute
T96 (0.31)
canada
canadian
american
european
ca
vancouver
north
world
americans
british
T97 (0.20)
money
job
jobs
year
work
support
million
important
program
working
T98 (0.24)
colorado
real
speak
research
space
fred
writes
nasa
spot
people
T99 (0.20)
rights
government
people
freedom
human
society
political
states
state
laws
T100 (0.55)
uiuc
cso
writes
news
article
mike
duke
wrong
don
university
T101 (0.30)
san
jose
los
angeles
chicago
louis
york
st
pittsburgh
francisco
T102 (0.19)
large
small
set
high
area
level
low
weight
unit
numbers
T103 (0.22)
win
cup
team
montreal
det
detroit
toronto
division
chi
van
T104 (0.30)
sex
sexual
cramer
men
gay
homosexual
people
male
writes
article
T105 (0.23)
frank
writes
article
uchicago
ted
standard
news
fact
shouldn
black
T106 (0.42)
writes
org
article
apr
craig
peter
wrote
cs
virginia
wrong
T107 (0.23)
mhz
speed
bus
scsi
cpu
bit
chip
data
faster
isa
T108 (0.44)
state
ohio
acs
magnus
writes
article
apr
university
free
ryan
T109 (0.23)
turkey
greek
turkish
turks
greece
armenia
armenians
apr
article
writes
T110 (0.35)
fax
university
mail
phone
email
internet
tel
box
computer
voice
T111 (0.20)
power
output
low
input
audio
signal
circuit
high
amp
build
T112 (0.50)
gov
nasa
jpl
writes
article
apr
ron
ca
space
lab
T113 (0.25)
god
jesus
christ
christians
bible
christian
man
lord
life
sin
T114 (0.29)
mac
modem
port
apple
serial
software
mouse
hardware
pc
irq
T115 (0.38)
windows
dos
file
files
program
run
win
system
ms
disk
T116 (0.24)
year
day
years
time
days
early
week
due
date
long
T117 (0.28)
problem
work
problems
fine
works
system
fix
time
back
ve
T118 (0.19)
science
scientific
theory
test
results
rochester
mark
research
process
ideas
T119 (0.12)
enforcement
privacy
law
encryption
communications
administration
protect
government
agencies
technology
T120 (0.21)
god
exist
existence
exists
universe
nature
frank
objective
world
science
T121 (0.26)
things
people
don
good
make
sort
put
find
thing
experience
T122 (0.30)
germany
nazi
jews
german
anti
nazis
people
jewish
hitler
writes
T123 (0.34)
bike
dod
ride
bikes
motorcycle
riding
bmw
rider
helmet
nec
T124 (0.21)
software
product
products
system
hardware
tools
support
version
systems
quality
T125 (0.46)
andrew
cmu
writes
article
time
pittsburgh
wrote
uni
cs
point
T126 (0.17)
data
research
systems
information
applications
technology
mil
division
contact
center
T127 (0.20)
front
back
hit
side
put
guy
left
good
make
made
T128 (0.24)
armenian
turkish
armenians
armenia
soviet
turks
genocide
today
escape
closed