#  Sccsid:     @(#) grammar.tpcw 12.1.1.2@(#)
#
# distributions have the following format:
#
# <token> | <weight> # comment
#
# Distributions are used to bias the selection of a token 
# based on its associated weight. The list of tokens and values 
# between the keywords BEGIN and END define the distribution named after
# the BEGIN. A uniformly random value from [0, sum(weights)]
# will be chosen and the first token whose cumulative weight is greater than
# or equal to the result will be returned. In essence, the weights for each
# token represent its relative weight within a distribution.
#
# one special token is defined: count (number of data points in the 
#  distribution). It MUST be defined for each named distribution.
#-----------------------------------------------------------------------
# currently defined distributions and their use:
#  NAME       FIELD/NOTES
#  ========   ==============
#  articles   comment generation 
#  nouns      
#  verbs      
#  adverbs    
#  auxillaries 
#  prepositions
#  terminators
#  grammar    sentence formation
#  np
#  vp
###
# nouns
###
BEGIN nouns
COUNT|993
years|91
children|47
women|41
men|39
things|34
eyes|32
days|32
members|30
others|29
police|28
problems|27
times|25
services|25
months|25
words|24
areas|24
groups|20
hands|19
cases|19
systems|18
patients|18
hours|18
companies|18
terms|17
minutes|17
countries|17
changes|17
parents|16
conditions|16
workers|15
ways|15
students|15
schools|15
friends|15
weeks|14
studies|14
feet|14
rights|13
questions|13
parties|13
books|13
authorities|13
results|12
relations|12
rates|12
parts|12
levels|12
details|12
activities|12
teachers|11
reasons|11
products|11
points|11
numbers|11
issues|11
ideas|11
forces|11
events|11
effects|11
arms|11
standards|10
sales|10
rules|10
resources|10
prices|10
lines|10
interests|10
goods|10
figures|10
costs|10
circumstances|10
windows|9
types|9
policies|9
plans|9
needs|9
miles|9
methods|9
jobs|9
girls|9
forms|9
factors|9
animals|9
trees|8
subjects|8
shares|8
pupils|8
players|8
places|8
officers|8
matters|8
letters|8
individuals|8
houses|8
firms|8
features|8
families|8
differences|8
courses|8
cells|8
boys|8
views|7
values|7
users|7
units|7
sources|7
skills|7
proposals|7
plants|7
names|7
ministers|7
materials|7
lives|7
leaders|7
items|7
institutions|7
facilities|7
examples|7
difficulties|7
decisions|7
customers|7
clothes|7
cars|7
bodies|7
benefits|7
banks|7
aspects|7
affairs|7
walls|6
techniques|6
steps|6
states|6
sides|6
requirements|6
reports|6
relationships|6
records|6
purposes|6
programmes|6
principles|6
pp.|6
powers|6
pounds|6
patterns|6
papers|6
opportunities|6
operations|6
officials|6
measures|6
managers|6
legs|6
homes|6
grounds|6
games|6
funds|6
fingers|6
employees|6
elements|6
elections|6
efforts|6
courts|6
classes|6
buildings|6
arrangements|6
applications|6
visitors|5
troops|5
thousands|5
streets|5
sites|5
rooms|5
readers|5
projects|5
profits|5
processes|5
procedures|5
pieces|5
pictures|5
organisations|5
orders|5
notes|5
models|5
meetings|5
lips|5
laws|5
heads|5
governments|5
functions|5
flowers|5
fields|5
feelings|5
facts|5
developments|5
demands|5
colleagues|5
clients|5
charges|5
centres|5
birds|5
attitudes|5
arts|5
actions|5
accounts|5
weapons|4
unions|4
towns|4
thoughts|4
theories|4
thanks|4
tests|4
teeth|4
tears|4
teams|4
talks|4
structures|4
stories|4
statements|4
stars|4
stages|4
sports|4
societies|4
situations|4
signs|4
shoulders|4
shops|4
sections|4
seconds|4
seats|4
schemes|4
regulations|4
regions|4
provisions|4
properties|4
proceedings|4
practices|4
positions|4
persons|4
periods|4
payments|4
pages|4
owners|4
offices|4
objects|4
objectives|4
nations|4
movements|4
markets|4
machines|4
losses|4
lights|4
kinds|4
industries|4
implications|4
hundreds|4
horses|4
goals|4
farmers|4
employers|4
duties|4
drugs|4
doors|4
dogs|4
documents|4
doctors|4
directors|4
departments|4
contracts|4
consequences|4
communities|4
colours|4
claims|4
cities|4
characters|4
characteristics|4
artists|4
arguments|4
yards|3
writers|3
wages|3
vehicles|3
tools|3
tasks|3
symptoms|3
supporters|3
stones|3
stations|3
stairs|3
sons|3
soldiers|3
shows|3
shoes|3
shareholders|3
servants|3
sentences|3
scientists|3
roads|3
residents|3
representatives|3
prisoners|3
premises|3
politicians|3
photographs|3
personnel|3
partners|3
paintings|3
organizations|3
options|3
occasions|3
newspapers|3
neighbours|3
negotiations|3
mothers|3
moments|3
metres|3
leaves|3
languages|3
kids|3
instructions|3
images|3
guests|3
findings|3
films|3
faces|3
experts|3
experiments|3
experiences|3
expectations|3
eggs|3
ears|3
earnings|3
discussions|3
degrees|3
criteria|3
councils|3
copies|3
contents|3
computers|3
components|3
communications|3
comments|3
clubs|3
citizens|3
churches|3
centuries|3
categories|3
cards|3
candidates|3
businesses|3
brothers|3
branches|3
attempts|3
assets|3
articles|3
ages|3
agents|3
agencies|3
advantages|3
adults|3
wives|2
winners|2
wings|2
waves|2
waters|2
votes|2
voters|2
voices|2
villages|2
victims|2
versions|2
variations|2
variables|2
universities|2
trousers|2
trials|2
trends|2
transactions|2
topics|2
tonnes|2
titles|2
tickets|2
texts|2
taxes|2
tables|2
suggestions|2
styles|2
strategies|2
stores|2
spirits|2
speakers|2
sounds|2
sorts|2
songs|2
solutions|2
solicitors|2
ships|2
sheets|2
sets|2
sessions|2
securities|2
sectors|2
sciences|2
scenes|2
savings|2
samples|2
roots|2
roles|2
rocks|2
rivers|2
risks|2
restrictions|2
responsibilities|2
responses|2
researchers|2
relatives|2
refugees|2
reforms|2
references|2
recommendations|2
reactions|2
quantities|2
qualities|2
qualifications|2
publications|2
professionals|2
priorities|2
pressures|2
practitioners|2
posts|2
possibilities|2
passengers|2
participants|2
pairs|2
origins|2
offences|2
observations|2
obligations|2
nurses|2
nights|2
muscles|2
mountains|2
modules|2
minds|2
millions|2
messages|2
memories|2
mechanisms|2
meals|2
marks|2
manufacturers|2
males|2
magistrates|2
loans|2
lists|2
links|2
limits|2
libraries|2
lessons|2
lawyers|2
ladies|2
knees|2
keys|2
judges|2
islands|2
investors|2
instruments|2
injuries|2
initiatives|2
inches|2
improvements|2
humans|2
hotels|2
hospitals|2
hopes|2
holidays|2
holes|2
hills|2
guns|2
guidelines|2
glasses|2
germans|2
genes|2
generations|2
gardens|2
forests|2
foods|2
files|2
females|2
fees|2
fears|2
fans|2
expenses|2
estates|2
errors|2
ends|2
emotions|2
drivers|2
dreams|2
drawings|2
doubts|2
divisions|2
directions|2
devices|2
designs|2
democrats|2
decades|2
deaths|2
daughters|2
dates|2
cuts|2
customs|2
critics|2
controls|2
contributions|2
consumers|2
considerations|2
conservatives|2
connections|2
conclusions|2
concerns|2
concepts|2
concentrations|2
complaints|2
committees|2
colleges|2
chemicals|2
chapters|2
causes|2
cattle|2
calls|2
boxes|2
boundaries|2
boots|2
bones|2
bonds|2
boats|2
boards|2
blocks|2
bits|2
bills|2
beliefs|2
beds|2
bars|2
bands|2
babies|2
awards|2
authors|2
attacks|2
assumptions|2
associations|2
approaches|2
answers|2
amounts|2
americans|2
aims|2
agreements|2
acts|2
accidents|2
youngsters|1
writings|1
wounds|1
worlds|1
workshops|1
woods|1
witnesses|1
wishes|1
wines|1
winds|1
wheels|1
weekends|1
weaknesses|1
wars|1
volunteers|1
volumes|1
visits|1
videos|1
vessels|1
vegetables|1
varieties|1
uses|1
twins|1
trusts|1
trustees|1
troubles|1
travellers|1
trains|1
traditions|1
trades|1
traders|1
tracks|1
toys|1
tourists|1
tories|1
tons|1
tiles|1
ties|1
threats|1
themes|1
territories|1
tensions|1
tenants|1
temperatures|1
telecommunications|1
technologies|1
targets|1
tanks|1
tales|1
tactics|1
symbols|1
surveys|1
surroundings|1
surfaces|1
supplies|1
suppliers|1
sums|1
successes|1
substances|1
subsidies|1
strings|1
strengths|1
strangers|1
stocks|1
stands|1
spots|1
speeches|1
specimens|1
specialists|1
spaces|1
sizes|1
sisters|1
signals|1
shots|1
shelves|1
shapes|1
shadows|1
settlements|1
settings|1
sequences|1
senses|1
seeds|1
secrets|1
seasons|1
scots|1
scores|1
scholars|1
scales|1
sanctions|1
russians|1
runs|1
rumours|1
rows|1
routes|1
rounds|1
roses|1
rivals|1
rises|1
rewards|1
revenues|1
restaurants|1
respondents|1
respects|1
reserves|1
reservations|1
requests|1
republics|1
representations|1
remarks|1
remains|1
reductions|1
recordings|1
rebels|1
rats|1
ranks|1
railways|1
races|1
quarters|1
pubs|1
publishers|1
provinces|1
protests|1
proteins|1
prospects|1
proportions|1
programs|1
producers|1
prizes|1
privileges|1
prisons|1
priests|1
presents|1
preparations|1
preferences|1
prayers|1
potatoes|1
ports|1
populations|1
pools|1
polls|1
policemen|1
poles|1
poets|1
poems|1
pockets|1
plates|1
planes|1
pilots|1
phrases|1
phenomena|1
phases|1
performances|1
perceptions|1
peoples|1
pensions|1
pensioners|1
penalties|1
peasants|1
paths|1
passages|1
particles|1
parameters|1
panels|1
pains|1
packages|1
outcomes|1
organs|1
organisms|1
organisers|1
opponents|1
opinions|1
operators|1
offers|1
offenders|1
odds|1
occupations|1
observers|1
objections|1
novels|1
notions|1
networks|1
nerves|1
musicians|1
museums|1
movies|1
moves|1
motives|1
molecules|1
modes|1
mistakes|1
missiles|1
mines|1
miners|1
minerals|1
mice|1
metals|1
merchants|1
measurements|1
meanings|1
matches|1
masters|1
masses|1
margins|1
maps|1
mammals|1
makers|1
magazines|1
lovers|1
looks|1
locations|1
limitations|1
liabilities|1
lengths|1
lectures|1
leads|1
layers|1
lands|1
lakes|1
lads|1
laboratories|1
kings|1
kilometres|1
journals|1
journalists|1
jews|1
jeans|1
investments|1
investigations|1
interviews|1
intervals|1
interpretations|1
interactions|1
intentions|1
instances|1
insects|1
inhabitants|1
ingredients|1
influences|1
indicators|1
indians|1
increases|1
incomes|1
incidents|1
incentives|1
imports|1
illustrations|1
husbands|1
households|1
honours|1
holders|1
historians|1
heroes|1
heels|1
hearts|1
habits|1
guards|1
grants|1
governors|1
gods|1
gifts|1
gentlemen|1
gates|1
gaps|1
galleries|1
gains|1
futures|1
fruits|1
frames|1
fragments|1
foundations|1
fortunes|1
foreigners|1
followers|1
folk|1
floors|1
flights|1
flats|1
flames|1
fires|1
fathers|1
farms|1
falls|1
failures|1
factories|1
eyebrows|1
expressions|1
exports|1
explanations|1
exhibitions|1
exercises|1
executives|1
exchanges|1
exceptions|1
examinations|1
evenings|1
estimates|1
equations|1
environments|1
entries|1
enterprises|1
enquiries|1
engines|1
engineers|1
enemies|1
emissions|1
edges|1
economies|1
drinks|1
dollars|1
districts|1
disputes|1
dishes|1
diseases|1
disciplines|1
dimensions|1
developers|1
detectives|1
designers|1
descriptions|1
deputies|1
depths|1
deposits|1
demonstrations|1
delegates|1
definitions|1
defendants|1
defences|1
debts|1
deals|1
dealers|1
databases|1
dangers|1
damages|1
curtains|1
cups|1
cultures|1
crowds|1
crops|1
criticisms|1
crimes|1
crews|1
creditors|1
creatures|1
couples|1
counties|1
councillors|1
corporations|1
corners|1
conventions|1
contexts|1
contacts|1
consultants|1
constraints|1
conflicts|1
conferences|1
concessions|1
competitors|1
comparisons|1
communists|1
commitments|1
commentators|1
combinations|1
columns|1
colonies|1
collections|1
coins|1
clouds|1
clergy|1
circles|1
cigarettes|1
christians|1
choices|1
chips|1
chiefs|1
cheeks|1
charts|1
channels|1
champions|1
championships|1
chairs|1
chains|1
cats|1
casualties|1
carers|1
careers|1
camps|1
campaigns|1
cameras|1
calculations|1
buyers|1
businessmen|1
buses|1
budgets|1
breasts|1
bottles|1
borders|1
bombs|1
blues|1
blacks|1
bishops|1
beings|1
bedrooms|1
beans|1
beaches|1
bases|1
barriers|1
balls|1
bags|1
bacteria|1
backs|1
auditors|1
audiences|1
assessments|1
aspirations|1
armies|1
architects|1
appointments|1
applicants|1
appearances|1
appeals|1
angles|1
ambitions|1
alternatives|1
allowances|1
allies|1
allegations|1
advisers|1
advertisements|1
advances|1
addresses|1
actors|1
acres|1
acids|1
achievements|1
accountants|1
abilities|1
END nouns
###
# verbs
###
BEGIN verbs
COUNT|1478
make|523
see|487
get|464
take|436
go|409
know|359
say|281
find|273
give|265
think|238
come|235
help|209
use|177
look|177
want|168
tell|167
keep|166
like|161
work|158
provide|157
become|129
put|123
pay|114
feel|112
need|107
leave|103
meet|102
bring|101
ask|100
understand|98
show|97
mean|94
play|93
try|91
believe|89
hear|87
ensure|87
stop|82
move|82
allow|82
seem|81
continue|80
produce|79
talk|77
change|77
stay|76
buy|74
live|73
let|73
run|72
start|71
consider|71
accept|69
turn|68
remember|66
develop|66
lead|64
include|64
hold|64
avoid|64
carry|63
offer|62
create|62
speak|61
expect|61
appear|61
follow|60
explain|60
prevent|59
happen|59
call|59
win|57
support|57
achieve|57
reduce|56
write|55
set|55
return|55
learn|55
increase|54
stand|53
join|53
read|51
improve|51
apply|51
sell|50
remain|50
reach|50
build|50
prove|49
receive|48
deal|47
begin|46
spend|45
raise|45
form|45
establish|45
decide|44
wait|43
protect|43
lose|43
fall|43
maintain|42
act|42
send|41
discuss|41
suggest|40
save|40
cover|40
cause|40
break|40
sit|39
identify|39
eat|39
obtain|38
face|38
choose|38
add|38
encourage|37
enable|37
agree|37
require|36
pass|36
enjoy|36
draw|36
afford|36
open|35
end|35
control|35
answer|35
walk|34
visit|34
seek|34
enter|34
cut|34
serve|33
occur|33
kill|33
imagine|33
grow|33
forget|33
cope|33
die|32
bear|32
worry|31
wish|31
watch|31
determine|31
care|31
affect|31
share|30
pick|30
catch|30
mind|29
love|29
gain|29
fight|29
exist|29
examine|29
clear|29
manage|28
fit|28
describe|28
attend|28
sleep|27
introduce|27
drive|27
check|27
result|26
involve|26
survive|25
replace|25
remove|25
promote|25
operate|25
claim|25
argue|25
admit|25
rise|24
respond|24
recognise|24
realise|24
escape|24
discover|24
wear|23
study|23
represent|23
reflect|23
perform|23
matter|23
listen|23
indicate|23
extend|23
contain|23
complete|23
assume|23
present|22
marry|22
last|22
fill|22
depend|22
assess|22
secure|21
pull|21
mention|21
concentrate|21
close|21
benefit|21
assist|21
travel|20
prepare|20
persuade|20
lie|20
investigate|20
hope|20
handle|20
express|20
cost|20
treat|19
teach|19
suffer|19
sound|19
miss|19
fly|19
attract|19
supply|18
settle|18
reveal|18
retain|18
report|18
place|18
notice|18
match|18
explore|18
collect|18
adopt|18
throw|17
succeed|17
rely|17
refer|17
recover|17
point|17
force|17
defend|17
contribute|17
confirm|17
beat|17
arrive|17
arise|17
appreciate|17
touch|16
test|16
solve|16
sign|16
satisfy|16
resist|16
justify|16
influence|16
ignore|16
hide|16
drop|16
distinguish|16
deny|16
demonstrate|16
deliver|16
define|16
contact|16
blame|16
attempt|16
suit|15
rest|15
pursue|15
proceed|15
note|15
finish|15
drink|15
destroy|15
compete|15
arrange|15
acquire|15
vote|14
vary|14
trust|14
recognize|14
press|14
prefer|14
overcome|14
lay|14
impose|14
hit|14
generate|14
focus|14
fail|14
expand|14
exercise|14
advise|14
address|14
account|14
undertake|13
suppose|13
restore|13
refuse|13
record|13
recall|13
participate|13
mark|13
feed|13
emerge|13
date|13
alter|13
withdraw|12
tackle|12
ring|12
regard|12
preserve|12
plan|12
order|12
measure|12
laugh|12
judge|12
implement|12
earn|12
comply|12
compare|12
communicate|12
bother|12
attack|12
appeal|12
accommodate|12
wonder|11
strike|11
resolve|11
release|11
relate|11
realize|11
observe|11
limit|11
lift|11
invest|11
inform|11
hurt|11
hang|11
experience|11
enhance|11
detect|11
cry|11
cross|11
count|11
comment|11
challenge|11
back|11
welcome|10
view|10
transfer|10
sustain|10
strengthen|10
stick|10
state|10
sort|10
sing|10
select|10
ride|10
review|10
repeat|10
remind|10
relax|10
question|10
purchase|10
publish|10
predict|10
own|10
negotiate|10
monitor|10
launch|10
interpret|10
guarantee|10
exclude|10
convince|10
climb|10
celebrate|10
behave|10
analyse|10
acknowledge|10
thank|9
tend|9
submit|9
step|9
spread|9
specify|9
search|9
score|9
risk|9
reply|9
reject|9
recommend|9
qualify|9
push|9
permit|9
organise|9
light|9
land|9
issue|9
imply|9
illustrate|9
fulfil|9
finance|9
exploit|9
employ|9
display|9
demand|9
convey|9
construct|9
conclude|9
commit|9
approach|9
announce|9
abandon|9
train|8
switch|8
stimulate|8
slip|8
shoot|8
shake|8
separate|8
rule|8
resign|8
react|8
pretend|8
please|8
name|8
market|8
link|8
lend|8
jump|8
intervene|8
interfere|8
insist|8
guess|8
grant|8
free|8
facilitate|8
evaluate|8
engage|8
enforce|8
eliminate|8
ease|8
disappear|8
direct|8
convert|8
consult|8
conduct|8
complain|8
combine|8
clean|8
borrow|8
boost|8
belong|8
wash|7
warn|7
wake|7
trace|7
sue|7
spare|7
smile|7
shift|7
retire|7
restrict|7
register|7
practise|7
possess|7
kiss|7
incorporate|7
head|7
gather|7
forgive|7
fix|7
fetch|7
exceed|7
dry|7
differ|7
design|7
damage|7
constitute|7
compensate|7
charge|7
cease|7
capture|7
burn|7
breathe|7
approve|7
appoint|7
adjust|7
adapt|7
accompany|7
yield|6
waste|6
undermine|6
transform|6
trade|6
swim|6
stress|6
steal|6
smell|6
shut|6
sense|6
resume|6
relieve|6
reinforce|6
propose|6
paint|6
lower|6
locate|6
knock|6
invite|6
intend|6
hate|6
guide|6
function|6
fear|6
emphasise|6
doubt|6
dominate|6
dismiss|6
delay|6
declare|6
dare|6
dance|6
correct|6
cook|6
consist|6
conform|6
combat|6
clarify|6
calculate|6
blow|6
balance|6
aid|6
upset|5
tolerate|5
threaten|5
stretch|5
store|5
spot|5
speed|5
slow|5
sink|5
shout|5
rush|5
roll|5
reverse|5
respect|5
rescue|5
repay|5
repair|5
render|5
regain|5
recruit|5
reassure|5
protest|5
print|5
pray|5
phone|5
organize|5
oppose|5
occupy|5
obey|5
modify|5
minimise|5
list|5
kick|5
integrate|5
install|5
induce|5
impress|5
highlight|5
harm|5
halt|5
grasp|5
flow|5
fire|5
favour|5
extract|5
estimate|5
drag|5
divide|5
disturb|5
disclose|5
derive|5
counter|5
confront|5
conceal|5
coincide|5
co-operate|5
cancel|5
block|5
assure|5
assert|5
amount|5
aim|5
advance|5
absorb|5
wipe|4
undergo|4
translate|4
tie|4
tear|4
taste|4
swallow|4
suspect|4
surrender|4
surprise|4
suppress|4
supplement|4
struggle|4
stare|4
split|4
spell|4
smoke|4
shed|4
shape|4
seize|4
sail|4
safeguard|4
revive|4
reproduce|4
renew|4
regulate|4
regret|4
reform|4
reconcile|4
quote|4
quit|4
provoke|4
promise|4
progress|4
pose|4
plant|4
perceive|4
penetrate|4
opt|4
object|4
murder|4
mount|4
mix|4
maximise|4
manipulate|4
lack|4
knit|4
inspect|4
initiate|4
house|4
hire|4
hesitate|4
hand|4
greet|4
grab|4
foster|4
formulate|4
figure|4
feature|4
expose|4
exert|4
exchange|4
entertain|4
endure|4
emphasize|4
embrace|4
effect|4
dress|4
dream|4
double|4
distribute|4
dispose|4
discourage|4
dig|4
devote|4
devise|4
deter|4
defeat|4
decline|4
cure|4
curb|4
cool|4
contemplate|4
connect|4
concern|4
command|4
collapse|4
co-ordinate|4
cast|4
calm|4
breed|4
bind|4
ban|4
ascertain|4
arrest|4
anticipate|4
admire|4
administer|4
abolish|4
witness|3
withstand|3
widen|3
weigh|3
weaken|3
warm|3
wander|3
upgrade|3
update|3
unite|3
transport|3
track|3
top|3
terminate|3
telephone|3
tax|3
swing|3
sweep|3
suspend|3
supervise|3
summon|3
suffice|3
stir|3
stem|3
steer|3
squeeze|3
spoil|3
speculate|3
slide|3
signal|3
ship|3
service|3
scream|3
ruin|3
round|3
retrieve|3
restrain|3
request|3
reconsider|3
rebuild|3
race|3
punish|3
project|3
profit|3
prevail|3
pour|3
postpone|3
pack|3
offset|3
merge|3
master|3
manufacture|3
lock|3
isolate|3
interview|3
inspire|3
inhibit|3
indulge|3
hurry|3
hunt|3
honour|3
heal|3
guard|3
govern|3
frighten|3
flourish|3
flee|3
fish|3
fancy|3
fade|3
experiment|3
exhibit|3
execute|3
excuse|3
evolve|3
entail|3
endorse|3
encounter|3
elect|3
drift|3
divert|3
disrupt|3
disguise|3
discriminate|3
diminish|3
deserve|3
decrease|3
criticise|3
crack|3
correspond|3
copy|3
contract|3
contend|3
consolidate|3
confuse|3
confess|3
condemn|3
conceive|3
concede|3
compromise|3
comprehend|3
complement|3
commence|3
comfort|3
cheer|3
cater|3
bury|3
burst|3
bite|3
bet|3
bend|3
base|3
attain|3
attach|3
associate|3
assemble|3
apologise|3
allocate|3
alleviate|3
advertise|3
accelerate|3
zero|2
withhold|2
wind|2
weep|2
wave|2
warrant|2
verify|2
venture|2
urge|2
uphold|2
underline|2
underestimate|2
trouble|2
trigger|2
trap|2
transmit|2
tour|2
total|2
tighten|2
thrive|2
tempt|2
target|2
tap|2
swear|2
sum|2
substitute|2
subscribe|2
strip|2
spring|2
soften|2
snap|2
smooth|2
simplify|2
silence|2
signify|2
shrink|2
shop|2
shine|2
seal|2
sample|2
sacrifice|2
rub|2
rid|2
reward|2
revise|2
revert|2
retreat|2
reserve|2
resemble|2
research|2
rent|2
remedy|2
refrain|2
rectify|2
reconstruct|2
reclaim|2
rate|2
range|2
rally|2
rain|2
quantify|2
prosecute|2
prescribe|2
preclude|2
preach|2
practice|2
post|2
portray|2
pop|2
plead|2
pin|2
persist|2
pause|2
park|2
panic|2
owe|2
overthrow|2
override|2
overlook|2
outline|2
offend|2
obscure|2
oblige|2
no|2
notify|2
neglect|2
muster|2
minimize|2
melt|2
march|2
lunch|2
long|2
load|2
lessen|2
leap|2
lean|2
invoke|2
invent|2
invade|2
interrupt|2
interact|2
insure|2
instruct|2
insert|2
inherit|2
inflict|2
infer|2
incur|2
import|2
imitate|2
host|2
heat|2
glance|2
gauge|2
freeze|2
foresee|2
float|2
file|2
export|2
explode|2
evoke|2
evade|2
erect|2
eradicate|2
equip|2
envisage|2
enquire|2
encompass|2
emulate|2
embark|2
elicit|2
educate|2
edit|2
dwell|2
drown|2
drain|2
draft|2
divorce|2
distract|2
distort|2
dissolve|2
dispense|2
discharge|2
discern|2
disagree|2
differentiate|2
dictate|2
detail|2
descend|2
deprive|2
depart|2
deceive|2
debate|2
cultivate|2
criticize|2
creep|2
credit|2
counteract|2
cooperate|2
contest|2
consume|2
conserve|2
consent|2
conquer|2
congratulate|2
conflict|2
confine|2
confer|2
comprise|2
commemorate|2
cling|2
classify|2
chat|2
chase|2
campaign|2
brush|2
broaden|2
bolster|2
boil|2
boast|2
bid|2
betray|2
beg|2
award|2
await|2
avert|2
attribute|2
assign|2
articulate|2
arouse|2
amend|2
alert|2
adhere|2
activate|2
accuse|2
accumulate|2
accomplish|2
access|2
abide|2
wriggle|1
wreck|1
wrap|1
worship|1
worsen|1
wield|1
whisper|1
weave|1
waive|1
volunteer|1
visualize|1
visualise|1
violate|1
veto|1
vanish|1
validate|1
utter|1
utilise|1
unveil|1
unravel|1
unlock|1
unload|1
undo|1
underpin|1
uncover|1
twist|1
tune|1
tuck|1
trip|1
trim|1
tremble|1
tread|1
transcend|1
topple|1
tip|1
tidy|1
tick|1
thwart|1
testify|1
tender|1
tease|1
swell|1
sweat|1
swap|1
survey|1
summarize|1
summarise|1
suck|1
succumb|1
substantiate|1
subsidise|1
subdue|1
stumble|1
stuff|1
stroke|1
strive|1
stray|1
strain|1
straighten|1
stifle|1
steady|1
star|1
starve|1
stamp|1
staff|1
stabilize|1
stabilise|1
square|1
sponsor|1
spin|1
spill|1
specialise|1
spawn|1
soothe|1
soar|1
soak|1
sniff|1
sneak|1
snatch|1
smash|1
skip|1
simulate|1
shrug|1
shoulder|1
shorten|1
shore|1
shock|1
shield|1
shelter|1
shave|1
sharpen|1
seduce|1
screw|1
screen|1
scratch|1
scrap|1
scrape|1
scramble|1
scare|1
scan|1
scale|1
savour|1
sanction|1
salvage|1
sack|1
rouse|1
rot|1
rotate|1
root|1
rock|1
rob|1
roam|1
rival|1
rip|1
rewrite|1
revoke|1
rethink|1
retaliate|1
restructure|1
restart|1
resort|1
reside|1
resent|1
replicate|1
reopen|1
renounce|1
remark|1
relocate|1
relish|1
relinquish|1
rejoin|1
reinstate|1
rehearse|1
refute|1
refine|1
redress|1
redeem|1
recycle|1
recur|1
recreate|1
recoup|1
reckon|1
recite|1
recapture|1
reassess|1
reassert|1
rear|1
reap|1
reappear|1
re-open|1
re-establish|1
ratify|1
rape|1
rank|1
quell|1
quarrel|1
punch|1
pump|1
publicise|1
prosper|1
prop|1
pronounce|1
prompt|1
prolong|1
prohibit|1
procure|1
proclaim|1
probe|1
privatise|1
prise|1
presume|1
prejudice|1
precipitate|1
precede|1
praise|1
position|1
poison|1
plunge|1
plug|1
plough|1
plot|1
placate|1
pitch|1
pinpoint|1
picture|1
photograph|1
perpetuate|1
perfect|1
peer|1
overwhelm|1
overturn|1
overtake|1
overlap|1
outweigh|1
oust|1
omit|1
obstruct|1
nominate|1
nod|1
necessitate|1
near|1
navigate|1
narrow|1
multiply|1
mould|1
motivate|1
modernise|1
moderate|1
model|1
mobilize|1
mitigate|1
mislead|1
mimic|1
migrate|1
mess|1
merit|1
mend|1
mediate|1
maximize|1
mature|1
mate|1
materialise|1
mask|1
map|1
manoeuvre|1
manifest|1
lure|1
loose|1
loosen|1
lodge|1
lobby|1
linger|1
lighten|1
lick|1
license|1
liberate|1
liaise|1
levy|1
level|1
legislate|1
lecture|1
labour|1
label|1
jeopardise|1
jail|1
iron|1
intrude|1
intimidate|1
intercept|1
intensify|1
instil|1
inquire|1
injure|1
inject|1
impede|1
impart|1
impair|1
illuminate|1
hook|1
heed|1
haunt|1
haul|1
hasten|1
harness|1
harden|1
harbour|1
hammer|1
grip|1
grind|1
grieve|1
glimpse|1
generalize|1
generalise|1
gaze|1
furnish|1
fuck|1
frustrate|1
frame|1
forgo|1
forge|1
forestall|1
forecast|1
fool|1
fold|1
flush|1
flower|1
flood|1
flash|1
filter|1
fend|1
fathom|1
fast|1
fashion|1
faint|1
expire|1
expel|1
excite|1
exaggerate|1
evacuate|1
escort|1
equate|1
envy|1
entitle|1
entice|1
ensue|1
enrich|1
enlist|1
enlarge|1
endeavour|1
endanger|1
enclose|1
enact|1
empty|1
emigrate|1
embody|1
embarrass|1
elucidate|1
elaborate|1
echo|1
dust|1
dump|1
duck|1
drill|1
donate|1
dodge|1
document|1
dive|1
diversify|1
dissuade|1
disregard|1
dispute|1
displace|1
disperse|1
dispel|1
dismantle|1
dislodge|1
dislike|1
disentangle|1
discredit|1
discount|1
discipline|1
discard|1
disarm|1
disappoint|1
dip|1
dine|1
digest|1
diagnose|1
detract|1
deteriorate|1
detain|1
detach|1
despise|1
despair|1
desire|1
designate|1
desert|1
depress|1
deposit|1
deploy|1
depict|1
denounce|1
denote|1
demolish|1
delight|1
delete|1
delegate|1
defy|1
defuse|1
defraud|1
deflect|1
defer|1
deepen|1
deduce|1
decorate|1
decipher|1
decay|1
dash|1
curtail|1
curl|1
crush|1
crumble|1
crawl|1
crash|1
correlate|1
coordinate|1
convict|1
convene|1
contrast|1
contradict|1
constrain|1
conjure|1
confide|1
compose|1
complicate|1
compile|1
compel|1
commission|1
commend|1
colour|1
collaborate|1
clinch|1
cite|1
circumvent|1
circulate|1
choke|1
chew|1
cheat|1
chart|1
characterize|1
characterise|1
channel|1
chair|1
carve|1
capitalise|1
camp|1
bypass|1
bump|1
budge|1
browse|1
broadcast|1
brighten|1
breach|1
boycott|1
bow|1
bowl|1
bounce|1
boot|1
bomb|1
board|1
blind|1
blend|1
beware|1
bat|1
battle|1
bar|1
bargain|1
banish|1
average|1
avail|1
authorise|1
augment|1
assimilate|1
aspire|1
appropriate|1
applaud|1
appease|1
apologize|1
annoy|1
anger|1
amuse|1
allay|1
alienate|1
affirm|1
advocate|1
accrue|1
accord|1
abuse|1
END verbs
###
# adverbs
##
BEGIN adverbs
COUNT|926
then|619
more|615
also|592
so|540
now|538
only|524
as|436
very|431
just|426
even|329
still|318
too|316
however|280
there|269
most|263
here|263
much|257
never|241
again|236
well|216
always|199
often|178
about|171
already|156
yet|151
perhaps|151
almost|151
quite|150
really|149
later|141
all|133
both|129
of course|126
at least|119
less|117
ever|114
enough|114
for example|113
together|111
therefore|107
over|106
probably|105
today|102
thus|101
particularly|101
far|100
rather|95
further|94
sometimes|91
yesterday|87
usually|87
indeed|85
ago|85
simply|83
especially|83
else|79
home|78
certainly|77
once|75
soon|74
clearly|70
either|68
long|66
away|66
better|65
actually|65
finally|62
at all|62
in order|61
recently|57
quickly|57
suddenly|56
generally|54
nearly|50
above|50
more than|49
forward|49
right|47
please|46
easily|46
immediately|45
highly|44
earlier|44
early|43
no longer|42
fully|42
exactly|42
eventually|42
directly|42
hardly|41
best|41
below|41
around|41
slightly|40
alone|40
otherwise|39
obviously|39
a little|39
slowly|38
completely|38
relatively|37
merely|36
maybe|36
high|36
normally|35
late|35
largely|35
instead|35
sure|34
nevertheless|34
little|34
carefully|34
apparently|34
anyway|34
tomorrow|33
previously|33
mainly|33
for instance|33
currently|33
increasingly|32
in particular|32
entirely|32
as well|32
possibly|31
extremely|31
equally|31
hard|29
surely|28
frequently|28
ahead|28
widely|27
twice|27
partly|27
fairly|27
somewhere|26
seriously|26
elsewhere|26
closely|26
straight|25
no doubt|25
neither|25
necessarily|25
before|25
all right|25
totally|24
tonight|24
properly|24
etc|24
meanwhile|23
hence|23
effectively|23
somewhat|22
similarly|22
rapidly|22
at first|22
under|21
strongly|21
moreover|21
in addition|21
at last|21
virtually|20
unfortunately|20
that is|20
somehow|20
significantly|20
rarely|20
perfectly|20
originally|20
low|20
inside|20
badly|20
afterwards|20
quietly|19
naturally|19
in general|19
heavily|19
gently|19
firmly|19
at once|19
and so on|19
absolutely|19
shortly|18
regularly|18
occasionally|18
mostly|18
initially|18
deeply|18
close|18
abroad|18
subsequently|17
specifically|17
short|17
gradually|17
aside|17
successfully|16
precisely|16
outside|16
once again|16
greatly|16
essentially|16
easy|16
apart|16
anywhere|16
respectively|15
pretty|15
open|15
truly|14
that|14
primarily|14
inevitably|14
furthermore|14
fast|14
constantly|14
briefly|14
at present|14
altogether|14
across|14
a bit|14
ultimately|13
reasonably|13
readily|13
presumably|13
newly|13
less than|13
everywhere|13
deliberately|13
considerably|13
automatically|13
approximately|13
thereby|12
surprisingly|12
sufficiently|12
softly|12
sharply|12
secondly|12
deep|12
commonly|12
behind|12
undoubtedly|11
purely|11
potentially|11
personally|11
once more|11
notably|11
near|11
ill|11
consequently|11
closer|11
barely|11
accordingly|11
wide|10
wholly|10
up to|10
typically|10
since|10
roughly|10
nowhere|10
namely|10
longer|10
good|10
easier|10
definitely|10
by now|10
traditionally|9
though|9
thoroughly|9
strictly|9
specially|9
sadly|9
physically|9
mentally|9
lightly|9
formally|9
desperately|9
substantially|8
steadily|8
sooner|8
solely|8
so as|8
simultaneously|8
severely|8
separately|8
scarcely|8
safely|8
politically|8
officially|8
locally|8
literally|8
in part|8
happily|8
from time to time|8
formerly|8
forever|8
fair|8
exclusively|8
direct|8
correctly|8
besides|8
basically|8
alternatively|8
upwards|7
upstairs|7
thereafter|7
socially|7
seldom|7
reportedly|7
remarkably|7
regardless|7
publicly|7
past|7
invariably|7
instantly|7
in short|7
hitherto|7
freely|7
fortunately|7
firstly|7
evidently|7
dramatically|7
downstairs|7
consistently|7
by no means|7
broadly|7
backwards|7
all but|7
actively|7
utterly|6
tight|6
tightly|6
thick|6
temporarily|6
swiftly|6
seemingly|6
repeatedly|6
predominantly|6
practically|6
positively|6
partially|6
openly|6
onwards|6
no|6
nowadays|6
nonetheless|6
independently|6
importantly|6
hopefully|6
genuinely|6
forwards|6
forth|6
for long|6
for ever|6
far from|6
explicitly|6
even so|6
differently|6
continually|6
as yet|6
as usual|6
accurately|6
worldwide|5
within|5
terribly|5
sincerely|5
silently|5
rightly|5
privately|5
permanently|5
overall|5
neatly|5
nearby|5
loudly|5
likewise|5
legally|5
just about|5
individually|5
indirectly|5
in full|5
in common|5
ideally|5
half|5
faster|5
efficiently|5
daily|5
comparatively|5
clear|5
bitterly|5
beyond|5
beautifully|5
annually|5
angrily|5
allegedly|5
alike|5
adequately|5
abruptly|5
wrong|4
worse|4
wild|4
vaguely|4
urgently|4
unusually|4
unexpectedly|4
under way|4
technically|4
supposedly|4
strangely|4
smoothly|4
slow|4
sideways|4
sharp|4
sexually|4
reluctantly|4
quick|4
public|4
promptly|4
principally|4
presently|4
poorly|4
plain|4
per annum|4
overseas|4
overnight|4
on board|4
jointly|4
ironically|4
incidentally|4
in public|4
honestly|4
hastily|4
harder|4
fundamentally|4
fiercely|4
false|4
extra|4
extensively|4
exceptionally|4
economically|4
duly|4
doubtless|4
distinctly|4
curiously|4
cool|4
continuously|4
comfortably|4
cheap|4
by far|4
but|4
as good as|4
as a whole|4
appropriately|4
aloud|4
all the same|4
wrongly|3
wildly|3
violently|3
vigorously|3
vice versa|3
upright|3
underneath|3
true|3
thoughtfully|3
this|3
thirdly|3
that is to say|3
systematically|3
suitably|3
sort of|3
secretly|3
radically|3
proudly|3
progressively|3
profoundly|3
preferably|3
politely|3
plainly|3
painfully|3
over there|3
oddly|3
none the less|3
nicely|3
nervously|3
nearer|3
nationally|3
narrowly|3
mutually|3
mildly|3
markedly|3
loud|3
loose|3
loosely|3
like|3
least|3
lately|3
kindly|3
internationally|3
interestingly|3
instinctively|3
indoors|3
incredibly|3
immensely|3
historically|3
highest|3
halfway|3
gmt|3
furiously|3
freshly|3
frankly|3
for the time being|3
for the most part|3
for once|3
for good|3
for certain|3
flat|3
finely|3
financially|3
faintly|3
evenly|3
enormously|3
emotionally|3
eagerly|3
due|3
downwards|3
deeper|3
dead|3
conversely|3
conveniently|3
consciously|3
commercially|3
clean|3
chiefly|3
centrally|3
cautiously|3
casually|3
calmly|3
bloody|3
big|3
bad|3
at large|3
at best|3
ashore|3
arguably|3
any longer|3
anxiously|3
admittedly|3
wonderfully|2
willingly|2
wearily|2
weakly|2
warmly|2
voluntarily|2
vividly|2
visually|2
vastly|2
usefully|2
unnecessarily|2
universally|2
uniquely|2
unduly|2
underway|2
understandably|2
underground|2
uncomfortably|2
unanimously|2
throughout|2
thinly|2
thereof|2
theoretically|2
thankfully|2
stiff|2
stiffly|2
steady|2
statistically|2
spontaneously|2
sometime|2
so much as|2
small|2
sensibly|2
satisfactorily|2
richly|2
professionally|2
powerfully|2
pleasantly|2
patiently|2
parallel|2
paradoxically|2
overwhelmingly|2
overhead|2
over here|2
outwards|2
ostensibly|2
notoriously|2
morally|2
momentarily|2
moderately|2
marginally|2
luckily|2
logically|2
live|2
likely|2
internally|2
intently|2
intensely|2
inherently|2
infinitely|2
indefinitely|2
in vain|2
in private|2
in between|2
implicitly|2
impatiently|2
illegally|2
hurriedly|2
hopelessly|2
higher|2
helplessly|2
grimly|2
great|2
generously|2
from now on|2
frantically|2
favourably|2
faithfully|2
extraordinarily|2
expressly|2
environmentally|2
enthusiastically|2
en route|2
drily|2
decidedly|2
dangerously|2
critically|2
confidently|2
collectively|2
coldly|2
cheerfully|2
cheaply|2
characteristically|2
briskly|2
brilliantly|2
brightly|2
beforehand|2
bc|2
at random|2
at length|2
as it were|2
anything but|2
alongside|2
additionally|2
acutely|2
accidentally|2
wryly|1
worst|1
without|1
wistfully|1
wisely|1
weekly|1
warily|1
vitally|1
visibly|1
vertically|1
vehemently|1
variously|1
upward|1
upstream|1
upside down|1
up front|1
unwittingly|1
unsuccessfully|1
unreasonably|1
unquestionably|1
uniformly|1
unhappily|1
unfairly|1
unequivocally|1
uneasily|1
unconsciously|1
uncertainly|1
triumphantly|1
tremendously|1
tragically|1
to and fro|1
time and again|1
thickly|1
therein|1
thence|1
tentatively|1
tenderly|1
sympathetically|1
sweetly|1
suspiciously|1
superficially|1
superbly|1
subtly|1
stubbornly|1
strikingly|1
strategically|1
sternly|1
steeply|1
squarely|1
speedily|1
solidly|1
solemnly|1
smartly|1
slower|1
skilfully|1
selectively|1
securely|1
scientifically|1
scarce|1
savagely|1
safer|1
ruthlessly|1
ruefully|1
routinely|1
rigorously|1
rigidly|1
resolutely|1
remotely|1
reliably|1
relentlessly|1
regrettably|1
real|1
realistically|1
ready|1
rationally|1
randomly|1
quicker|1
psychologically|1
prominently|1
prior|1
prematurely|1
predictably|1
popularly|1
pointedly|1
persistently|1
periodically|1
per se|1
per capita|1
peculiarly|1
peacefully|1
patently|1
passionately|1
part-time|1
overtly|1
outright|1
ordinarily|1
once and for all|1
ok|1
okay|1
offshore|1
objectively|1
not|1
noticeably|1
northwards|1
nominally|1
noisily|1
negatively|1
nationwide|1
mysteriously|1
monthly|1
modestly|1
mistakenly|1
miserably|1
miraculously|1
mercifully|1
mechanically|1
materially|1
massively|1
manually|1
lower|1
lovingly|1
legitimately|1
left|1
lazily|1
latterly|1
lastly|1
knowingly|1
kind of|1
keenly|1
justly|1
justifiably|1
jolly|1
irritably|1
inwards|1
inwardly|1
involuntarily|1
intrinsically|1
intimately|1
intermittently|1
inter alia|1
intentionally|1
intellectually|1
innocently|1
inland|1
infrequently|1
informally|1
inextricably|1
inexorably|1
indignantly|1
incorrectly|1
inadvertently|1
in vitro|1
in the main|1
in situ|1
in brief|1
idly|1
ibid|1
ibid.|1
huskily|1
hugely|1
hotly|1
horribly|1
horizontally|1
hesitantly|1
hereby|1
henceforth|1
harshly|1
half-way|1
half way|1
habitually|1
grudgingly|1
grossly|1
gravely|1
gratefully|1
graphically|1
gracefully|1
gloomily|1
gladly|1
gingerly|1
geographically|1
genetically|1
full|1
full-time|1
forthwith|1
forcibly|1
forcefully|1
for sure|1
flatly|1
fine|1
farther|1
falsely|1
externally|1
expertly|1
experimentally|1
excitedly|1
excessively|1
exceedingly|1
ever so|1
endlessly|1
emphatically|1
eminently|1
elegantly|1
electronically|1
effortlessly|1
eastwards|1
earnestly|1
drastically|1
downstream|1
downhill|1
doubtfully|1
doubly|1
double|1
disproportionately|1
discreetly|1
dimly|1
densely|1
delicately|1
defiantly|1
defensively|1
decisively|1
dearly|1
darkly|1
culturally|1
cruelly|1
crudely|1
crucially|1
crossly|1
correspondingly|1
coolly|1
convincingly|1
conventionally|1
conspicuously|1
conceivably|1
closest|1
clinically|1
cleverly|1
circa|1
chemically|1
carelessly|1
by and large|1
busily|1
brutally|1
bravely|1
boldly|1
bluntly|1
blindly|1
blankly|1
beneath|1
belatedly|1
awkwardly|1
awfully|1
at worst|1
at most|1
astonishingly|1
as a matter of fact|1
artificially|1
arbitrarily|1
approx|1
apologetically|1
anymore|1
anyhow|1
and so forth|1
amazingly|1
alternately|1
aloft|1
all of a sudden|1
alarmingly|1
aggressively|1
afield|1
affectionately|1
adversely|1
admirably|1
absently|1
aboard|1
aback|1
a.d.|1
a lot|1
END adverbs
###
# articles
##
BEGIN articles
COUNT|5
the|163
a|504
an|9
no|3
every|1
END articles
###
# prepositions
##
BEGIN prepositions
COUNT|216
in|169586
to|84535
for|76889
with|60602
on|59030
by|49067
at|43557
from|39087
into|15239
about|11594
as|10556
like|8786
between|8703
through|6762
after|5897
against|5354
under|5319
over|5024
out of|4393
without|4351
within|4249
during|4243
before|3662
such as|3161
towards|2732
up|2445
including|2265
among|2259
upon|2257
up to|2236
across|2023
behind|1949
off|1819
rather than|1684
around|1650
because of|1635
according to|1534
despite|1436
since|1368
down|1305
per|1275
near|1245
above|1244
throughout|1132
away from|1096
outside|1066
beyond|1036
until|895
in terms of|856
due to|856
worth|817
along|787
on to|781
as to|738
inside|661
plus|619
apart from|592
in front of|589
together with|569
beside|563
below|549
onto|522
subject to|497
beneath|488
along with|475
past|472
via|456
in relation to|428
amongst|423
other than|401
in addition to|331
in favour of|327
unlike|309
aged|306
concerning|305
prior to|296
but for|294
in spite of|275
in respect of|273
alongside|266
next to|265
as for|260
ahead of|246
on behalf of|245
on top of|223
regarding|219
depending on|208
in response to|195
in accordance with|195
except for|190
in the light of|170
except|170
instead of|158
in charge of|152
with regard to|151
in connection with|151
by means of|149
on the part of|148
out|145
in view of|145
as opposed to|143
by way of|133
with respect to|128
contrary to|128
toward|125
in conjunction with|122
in line with|117
till|113
following|113
in touch with|110
amid|109
in support of|103
in search of|100
relative to|96
in return for|93
versus|92
let alone|82
irrespective of|82
besides|81
with a view to|80
considering|79
owing to|77
near to|77
in excess of|77
in place of|76
in need of|76
in common with|76
as of|69
underneath|65
outside of|65
excluding|64
up until|59
as regards|59
aboard|54
pending|53
on board|53
notwithstanding|53
adjacent to|51
on account of|49
amidst|48
in keeping with|44
opposite|43
in comparison with|43
pursuant to|42
as against|41
minus|40
in contact with|40
in association with|40
thanks to|38
unto|37
with reference to|36
for fear of|36
nearer to|34
in pursuit of|33
in possession of|32
in case of|32
by reason of|31
in between|29
aside from|29
in answer to|28
in aid of|27
in regard to|25
in proportion to|25
as from|25
as between|25
save|23
into line with|23
in defence of|21
save for|20
as well as|20
vice|19
in receipt of|19
pro|18
than|16
of|15
nearest to|15
in reply to|15
in consultation with|15
nearer|14
in lieu of|14
in accord with|14
atop|14
in defiance of|13
pertaining to|12
off of|12
given|12
astride|12
nearest|11
in light of|11
subsequent to|10
out of touch with|10
alias|10
respecting|9
a la|9
barring|7
vis-a-vis|6
times|6
in face of|6
but|6
out of line with|5
due|5
in cooperation with|4
excepting|4
thru|3
top of|2
prp|2
in-between|2
in favor of|2
ere|2
afore|2
terms of|1
saving|1
in quest of|1
apropos|1
addition to|1
according|1
END prepositions
###
# auxillaries
##
BEGIN auxillaries
COUNT|18
do|1
may|1
might|1
shall|1
will|1
would|1
can|1
could|1
should|1
ought to|1
must|1
will have to|1
shall have to|1
could have to|1
should have to|1
must have to|1
need to|1
try to|1
END auxillaries
###
# terminators
##
BEGIN terminators
COUNT|6
.|50
;|1
:|1
?|1
!|1
--|1
END terminators
###
# adjectives
##
BEGIN adjectives
COUNT|934
other|116
new|108
good|59
old|49
different|43
local|41
social|40
small|40
great|39
important|36
national|35
british|33
possible|32
large|32
political|29
young|28
public|28
high|27
available|26
able|26
full|24
only|22
major|22
main|22
economic|22
real|21
long|21
likely|21
international|21
special|20
particular|19
difficult|19
certain|19
black|19
big|19
little|18
general|18
free|18
clear|18
white|17
similar|17
necessary|17
english|17
early|17
central|17
personal|16
common|16
true|15
strong|15
single|15
recent|15
private|15
foreign|15
financial|15
american|15
various|14
royal|14
poor|14
open|14
european|14
whole|13
simple|13
right|13
natural|13
sure|12
short|12
modern|12
legal|12
human|12
following|12
final|12
significant|11
serious|11
prime|11
previous|11
normal|11
industrial|11
current|11
bad|11
wrong|10
successful|10
specific|10
red|10
popular|10
military|10
low|10
labour|10
dead|10
concerned|10
basic|10
appropriate|10
alone|10
useful|9
traditional|9
scottish|9
professional|9
present|9
physical|9
original|9
individual|9
happy|9
fine|9
effective|9
easy|9
considerable|9
complete|9
aware|9
wide|8
total|8
responsible|8
ready|8
obvious|8
medical|8
left|8
interesting|8
independent|8
heavy|8
hard|8
existing|8
essential|8
direct|8
civil|8
blue|8
western|7
top|7
separate|7
relevant|7
regular|7
practical|7
powerful|7
positive|7
nuclear|7
light|7
late|7
huge|7
hot|7
future|7
french|7
extra|7
environmental|7
complex|7
commercial|7
close|7
chief|7
beautiful|7
annual|7
active|7
working|6
very|6
usual|6
unable|6
technical|6
soviet|6
sorry|6
sexual|6
rich|6
religious|6
regional|6
primary|6
ordinary|6
nice|6
male|6
internal|6
inc|6
impossible|6
fresh|6
formal|6
famous|6
excellent|6
domestic|6
dark|6
cultural|6
average|6
additional|6
warm|5
urban|5
upper|5
unlikely|5
tiny|5
suitable|5
sufficient|5
substantial|5
strange|5
soft|5
senior|5
scientific|5
safe|5
rural|5
reasonable|5
proper|5
perfect|5
past|5
mental|5
key|5
joint|5
interested|5
immediate|5
historical|5
german|5
familiar|5
expensive|5
equal|5
empty|5
educational|5
due|5
detailed|5
democratic|5
deep|5
dangerous|5
critical|5
correct|5
cold|5
christian|5
bright|5
apparent|5
alternative|5
afraid|5
actual|5
wonderful|4
wild|4
vital|4
vast|4
unknown|4
united|4
unique|4
typical|4
thin|4
tall|4
subsequent|4
standard|4
southern|4
severe|4
secondary|4
russian|4
rare|4
quiet|4
potential|4
permanent|4
parliamentary|4
official|4
northern|4
narrow|4
minor|4
massive|4
long-term|4
limited|4
liberal|4
level|4
leading|4
italian|4
irish|4
inner|4
initial|4
increased|4
growing|4
grey|4
green|4
fundamental|4
front|4
female|4
far|4
fair|4
external|4
extensive|4
entire|4
elderly|4
eastern|4
dry|4
crucial|4
criminal|4
corporate|4
contemporary|4
constant|4
careful|4
capable|4
busy|4
broad|4
brief|4
attractive|4
angry|4
ancient|4
academic|4
yellow|3
wooden|3
willing|3
widespread|3
welsh|3
weak|3
voluntary|3
visual|3
video-taped|3
valuable|3
used|3
unusual|3
tired|3
terrible|3
temporary|3
surprising|3
supreme|3
sudden|3
subject|3
statutory|3
spanish|3
solid|3
slow|3
silent|3
sharp|3
sensitive|3
sad|3
running|3
rough|3
remarkable|3
remaining|3
relative|3
rapid|3
quick|3
pure|3
proposed|3
pale|3
overall|3
odd|3
numerous|3
negative|3
married|3
lucky|3
lovely|3
living|3
literary|3
keen|3
just|3
japanese|3
indian|3
healthy|3
guilty|3
golden|3
global|3
glad|3
genuine|3
friendly|3
firm|3
federal|3
expected|3
exciting|3
enormous|3
emotional|3
electronic|3
efficient|3
dramatic|3
double|3
distinct|3
dependent|3
daily|3
conventional|3
conservative|3
confident|3
comprehensive|3
competitive|3
coming|3
comfortable|3
clean|3
classical|3
capital|3
brown|3
back|3
alive|3
agricultural|3
african|3
administrative|3
adequate|3
acceptable|3
absolute|3
written|2
wet|2
vulnerable|2
visible|2
violent|2
victorian|2
valid|2
urgent|2
universal|2
unexpected|2
unemployed|2
underlying|2
ultimate|2
trying|2
tough|2
tory|2
thick|2
theoretical|2
sweet|2
surprised|2
stupid|2
strategic|2
statistical|2
spiritual|2
specialist|2
sound|2
sophisticated|2
sole|2
so-called|2
smooth|2
slight|2
silver|2
silly|2
sensible|2
secret|2
satisfactory|2
round|2
roman|2
revolutionary|2
residential|2
remote|2
reliable|2
related|2
raw|2
rational|2
radical|2
psychological|2
proud|2
principal|2
pretty|2
presidential|2
pregnant|2
precise|2
pleasant|2
pink|2
patient|2
overseas|2
outstanding|2
outside|2
outer|2
organic|2
opposite|2
occasional|2
net|2
nervous|2
mutual|2
musical|2
multiple|2
moving|2
moral|2
monetary|2
modest|2
minute|2
middle|2
mere|2
mean|2
maximum|2
material|2
mass|2
marginal|2
mad|2
logical|2
live|2
linguistic|2
like|2
liable|2
known|2
junior|2
judicial|2
jewish|2
isolated|2
involved|2
intense|2
informal|2
inevitable|2
increasing|2
inadequate|2
impressive|2
ill|2
illegal|2
identical|2
ideal|2
honest|2
holy|2
historic|2
helpful|2
head|2
grateful|2
grand|2
gold|2
given|2
gentle|2
generous|2
gastric|2
fun|2
funny|2
frequent|2
forward|2
flexible|2
flat|2
fixed|2
favorite|2
fat|2
fast|2
false|2
extreme|2
extraordinary|2
experimental|2
exact|2
evident|2
everyday|2
ethnic|2
electric|2
electrical|2
electoral|2
dominant|2
distinctive|2
distant|2
disabled|2
dirty|2
determined|2
desperate|2
desirable|2
dear|2
deaf|2
curious|2
creative|2
controversial|2
continuous|2
constitutional|2
consistent|2
conscious|2
clinical|2
chinese|2
chemical|2
cheap|2
catholic|2
broken|2
brilliant|2
bloody|2
blind|2
bitter|2
bare|2
awful|2
automatic|2
australian|2
assistant|2
asleep|2
armed|2
anxious|2
advanced|2
adult|2
acute|2
accurate|2
worthy|1
worthwhile|1
worried|1
working-class|1
wise|1
well-known|1
welcome|1
weekly|1
wealthy|1
waste|1
waiting|1
vocational|1
vertical|1
variable|1
vague|1
useless|1
unpleasant|1
unnecessary|1
unlike|1
unhappy|1
unfair|1
uncomfortable|1
unchanged|1
uncertain|1
unaware|1
unacceptable|1
ugly|1
twin|1
turkish|1
tropical|1
tremendous|1
tragic|1
toxic|1
tight|1
thorough|1
thinking|1
territorial|1
tender|1
teenage|1
technological|1
systematic|1
sympathetic|1
symbolic|1
swiss|1
suspicious|1
supposed|1
super|1
superior|1
superb|1
successive|1
subtle|1
subjective|1
structural|1
strict|1
straight|1
straightforward|1
still|1
steep|1
steady|1
static|1
star|1
stable|1
square|1
splendid|1
spectacular|1
specified|1
spatial|1
spare|1
solar|1
socialist|1
smart|1
slim|1
skilled|1
sick|1
shy|1
short-term|1
sheer|1
shared|1
shallow|1
semantic|1
select|1
selective|1
secure|1
satisfied|1
sacred|1
ruling|1
routine|1
romantic|1
rigid|1
ridiculous|1
retail|1
resulting|1
respective|1
respectable|1
required|1
representative|1
reluctant|1
regulatory|1
redundant|1
reduced|1
realistic|1
random|1
racial|1
psychiatric|1
provincial|1
protective|1
prospective|1
prominent|1
progressive|1
profound|1
profitable|1
productive|1
probable|1
primitive|1
prepared|1
premier|1
preliminary|1
precious|1
post-war|1
polite|1
polish|1
pleased|1
planned|1
plain|1
philosophical|1
persistent|1
peculiar|1
peaceful|1
payable|1
passive|1
partial|1
part-time|1
parental|1
palestinian|1
painful|1
outdoor|1
orthodox|1
organisational|1
orange|1
oral|1
optimistic|1
operational|1
opening|1
olympic|1
old-fashioned|1
occupational|1
objective|1
novel|1
notable|1
noble|1
neutral|1
neighbouring|1
neat|1
nearby|1
naval|1
native|1
nasty|1
naked|1
mysterious|1
monthly|1
molecular|1
model|1
mixed|1
misleading|1
miserable|1
minimum|1
minimal|1
mild|1
middle-class|1
metropolitan|1
medium|1
mediterranean|1
medieval|1
mechanical|1
mature|1
mathematical|1
marvellous|1
marked|1
marine|1
manufacturing|1
managerial|1
magnificent|1
magnetic|1
magic|1
ltd.|1
loyal|1
lost|1
loose|1
lonely|1
lively|1
linear|1
lexical|1
lesser|1
lengthy|1
legitimate|1
legislative|1
large-scale|1
lacking|1
kind|1
islamic|1
irrelevant|1
invisible|1
intimate|1
intermediate|1
interior|1
intensive|1
intelligent|1
intellectual|1
integrated|1
intact|1
insufficient|1
institutional|1
innocent|1
inland|1
inherent|1
influential|1
indirect|1
incredible|1
inappropriate|1
improved|1
implicit|1
imperial|1
immense|1
imaginative|1
ideological|1
hungry|1
hostile|1
horrible|1
horizontal|1
hidden|1
harsh|1
handsome|1
gross|1
grim|1
greek|1
gradual|1
gothic|1
glorious|1
giant|1
geographical|1
genetic|1
gay|1
furious|1
functional|1
full-time|1
fortunate|1
forthcoming|1
formidable|1
fond|1
fit|1
fiscal|1
fierce|1
fellow|1
favorable|1
fatal|1
fashionable|1
fascinating|1
faint|1
extended|1
explicit|1
expert|1
experienced|1
exotic|1
executive|1
exclusive|1
excessive|1
exceptional|1
evolutionary|1
evil|1
eventual|1
ethical|1
estimated|1
established|1
equivalent|1
enthusiastic|1
endless|1
encouraging|1
empirical|1
eligible|1
elegant|1
elected|1
elaborate|1
eager|1
dynamic|1
dutch|1
dull|1
dual|1
dreadful|1
doubtful|1
divine|1
diverse|1
distinguished|1
disciplinary|1
disastrous|1
diplomatic|1
digital|1
developing|1
demanding|1
delightful|1
delighted|1
delicious|1
delicate|1
deliberate|1
definite|1
defensive|1
decisive|1
decent|1
darling|1
damp|1
cruel|1
crude|1
crazy|1
costly|1
corresponding|1
cool|1
convincing|1
convenient|1
contrary|1
continuing|1
continued|1
continental|1
content|1
confidential|1
concrete|1
compulsory|1
complicated|1
competent|1
compatible|1
comparative|1
comparable|1
communist|1
combined|1
colourful|1
coloured|1
colonial|1
collective|1
coherent|1
cognitive|1
coastal|1
closed|1
clever|1
classic|1
chronic|1
chosen|1
cheerful|1
charming|1
changing|1
cautious|1
causal|1
casual|1
capitalist|1
canadian|1
burning|1
brave|1
bottom|1
boring|1
bold|1
blank|1
bizarre|1
biological|1
beneficial|1
base|1
awkward|1
autonomous|1
atomic|1
atlantic|1
associated|1
asian|1
ashamed|1
artistic|1
artificial|1
arbitrary|1
arab|1
appointed|1
applicable|1
anonymous|1
ambitious|1
amazing|1
alleged|1
aggressive|1
advisory|1
adverse|1
adjacent|1
added|1
accused|1
accessible|1
abstract|1
absent|1
above|1
END adjectives
###
# grammar
# first level grammar. N=noun phrase, V=verb phrase,
# P=prepositional phrase, T=setence termination
##
BEGIN grammar
COUNT|5
N V T|3
N V P T|3
N V N T|3
N P V N T|1
N P V P T|1
END grammar
###
# NP
# second level grammar. Noun phrases. N=noun, A=article, 
# J=adjective, D=adverb
##
BEGIN np
COUNT|4
N|10
J N|20
J, J N|10
D J N|50
END np
###
# VP
# second level grammar. Verb phrases. V=verb, X=auxiallary, 
# D=adverb
##
BEGIN vp
COUNT|4
V|30
X V|1
V D|40
X V D|1
END vp