research/wordtuples/README

Mark Johnson, 27th March 2001

This directory holds code for finding significantly related word
n-tuples, although the basic technique should apply to anything.

The idea is to estimate the n-way interaction term \lambda_{X1...Xn}
of the saturated log-linear model.  A large value for this term
indicates that the combination X1...Xn occurs more frequently than the
lower-order statistics would suggest.  It turns out that this n-way
interaction term is a generalization of the log odds ratio of a 2x2
table.

The n-way interaction is significant if \lambda_{X1...Xn} is a
suitable number of standard errors away from zero.  Alternatively, we
can obtain trade variance for bias by subtracting a suitable number of
standard errors from the \lambda_{X1...Xn}; this will give us a
discounted estimate of the interaction term.

The general framework of log-linear models is introduced in Agresti
(1990).  The formulae I have actually used come from L. A. Goodman
(1970) (this article is available electronically from JStor).

@Book{Agresti90,
  author =	 {Alan Agresti},
  title = 	 {Categorical Data Analysis},
  publisher = 	 {John Wiley and Sons},
  year = 	 1990,
  address =	 {New York}
}

@Article{Goodman70,
  author = 	 {Leo A. Goodman},
  title = 	 {The Multivariate Analysis of Qualitative Data: 
                  Interactions among Multiple Classifications},
  journal = 	 {Journal of the American Statistical Association},
  year = 	 1970,
  volume =	 65,
  pages =	 {226-256}
}

The basic code for calculating the n-way interaction term and its
asymptotic standard error is in interaction.[ch].  The estimator used
here is asymptotically correct, but may be inaccurate for small sample
sizes.  In practice, it seems to do fairly well if you restrict
attention if all cells have counts >= 5.

wordtuples is a program that collects and prints a list of word n-tuples
sorted by discounted strength of interaction.  It is called:

  wordtuples tuple_size min_tuple_count significance_level filenames

tuple_size         -- the number of words in each tuple
min_tuple_count    -- tuples smaller than this size are ignored
significance_level -- used to discount the lambda value
filenames          -- a file holding a list of names of files to get data from

vwordtuples is exactly the same as wordtuples, except that it requires
the first word of every tuple to be tagged as a verb.

cd /home/mj/research/wordtuples/
make
wordtuples 2 2 0.01 filenames.txt
Hong Kong 	14.6333
Navigation Mixte 	14.0146
Las Vegas 	13.9725
Burnham Lambert 	13.9463
Freddie Mac 	13.9427
Lehman Hutton 	13.8342
COMMERCIAL PAPER 	13.7704
Los Angeles 	13.349
Palo Alto 	13.2884
Guzman Cabrera 	13.2278
Lo Shu 	13.1792
Puerto Rico 	13.157
Merrill Lynch 	13.1447
BANKERS ACCEPTANCES 	13.0724
LYNCH READY 	13.0724
negotiable C.D.s 	13.0724
INTERBANK OFFERED 	13.0724
MERRILL LYNCH 	13.0724
HOME LOAN 	13.0724
LATE EURODOLLARS 	13.0724
Viet Nam 	13.0428
Goldman Sachs 	13.0325
TREASURY BILLS 	12.9846
Du Pont 	12.9726
CALL MONEY 	12.9078
READY ASSETS 	12.9078
FOREIGN PRIME 	12.9078
gon na 	12.8885
Notre Dame 	12.8883
Bear Stearns 	12.8479
Internal Revenue 	12.8021
Kuala Lumpur 	12.7819
Zoete Wedd 	12.7819
Rupert Murdoch 	12.7216
Hang Seng 	12.7173
San Francisco 	12.6335
K mart 	12.6192
ASSETS TRUST 	12.6094
Wertheim Schroder 	12.5897
Limited Partnership 	12.5419
Planned Parenthood 	12.5277
Donaldson Lufkin 	12.5204
H.F. Ahmanson 	12.4929
Pitney Bowes 	12.4929
L.J. Hooker 	12.4501
Gratt Shafer 	12.4478
Della Femina 	12.3822
PRECIOUS METALS 	12.3716
Shane Longman 	12.3716
Dalkon Shield 	12.3716
IG Metall 	12.3716
Armed Forces 	12.3596
Thrift Supervision 	12.3308
Khmer Rouge 	12.3171
Fried Chicken 	12.2693
Marlin Fitzwater 	12.2161
Aga Khan 	12.1968
Bare-Faced Messiah 	12.1968
Peat Marwick 	12.1869
Dolce Vita 	12.1869
Neutral Tones 	12.1869
Chez Panisse 	12.1869
D'Arcy Masius 	12.1869
Souvanna Phouma 	12.1869
Johns Hopkins 	12.1725
Simms Purdew 	12.1698
Hurricane Hugo 	12.1457
Shearson Lehman 	12.1313
Wall Street 	12.1184
Wells Fargo 	12.1082
Hun Sen 	12.0865
Sri Basir 	12.0865
Bonwit Teller 	12.072
deja vue 	12.0552
Yugoslav Claims 	12.0552
Costa Rica 	12.0197
Polo Grounds 	12.0084
cu. ft. 	12.0084
Coldwell Banker 	12.0084
OF DEPOSIT 	12.0035
CERTIFICATES OF 	12.0035
Polly Peck 	12.0035
Sea Containers 	11.9686
bel canto 	11.9608
Ku Klux 	11.9608
Nihon Keizai 	11.9608
Chemische Krystallographie 	11.9608
Hwang Pah 	11.9608
Nissho Iwai 	11.9608
Klux Klan 	11.9608
Sung Won 	11.9608
Sao Paulo 	11.9608
Vargas Llosa 	11.9505
H&R Block 	11.9488
Industrial Average 	11.9436
Dean Witter 	11.9388
one-year adjustable 	11.9159
boa constrictor 	11.8956
Nimitz Freeway 	11.8956
Pulley Bey 	11.8956
A.C. Nielsen 	11.878
Dai-Ichi Kangyo 	11.8682
Deb Shops 	11.8682
Adm. Goupil 	11.8677
Lipper Analytical 	11.8584
Pan Am 	11.8548
Thermo Electron 	11.8438
Backer Spielvogel 	11.8425
Learning Materials 	11.8162
Fannie Mae 	11.7964
Rhode Island 	11.7932
New York 	11.791
Rocha Garza 	11.777
Won Sohn 	11.777
Castle Harlan 	11.777
Feeding Frenzy 	11.777
Hoare Govett 	11.777
Coin Wrap 	11.777
Sidewalk Stories 	11.777
Dashiell Hammett 	11.777
Boise Cascade 	11.777
Lazard Freres 	11.7523
Comprehensive Care 	11.7079
Wastewater Treatment 	11.706
Tan Sri 	11.706
Saudi Arabia 	11.7046
Berkshire Hathaway 	11.6831
Pee Wee 	11.6699
Longue Vue 	11.6699
C.A.J. Hoeve 	11.6699
Motoren Werke 	11.6699
Ninja Turtles 	11.6699
Distilled Spirits 	11.6699
Leche Fresca 	11.6699
RMI Titanium 	11.6699
Sancho Panza 	11.6699
Brenda Malizia 	11.6699
MacMillan Bloedel 	11.6699
B.F. Goodrich 	11.6699
Furious Overfall 	11.6699
Chosen Soren 	11.6699
Roederer Cristal 	11.6699
Cadbury Schweppes 	11.6699
Conde Nast 	11.6699
Grands Crus 	11.6699
Endangered Species 	11.6699
Woonsocket Patriot 	11.6699
Irian Jaya 	11.6699
APPLE COMPUTER 	11.6699
Racketeer Influenced 	11.6699
Agreeable Autocracies 	11.6699
causal efficacy 	11.6666
Majority Leader 	11.6305
Elmer Gantry 	11.6213
Waertsilae Marine 	11.618
Drexel Burnham 	11.6115
Witter Reynolds 	11.5993
Lone Star 	11.5956
Tandem Computers 	11.5789
J.C. Penney 	11.5754
circuit breakers 	11.5481
Pathet Lao 	11.5476
LOAN MORTGAGE 	11.5473
R.H. Macy 	11.5455
Bankruptcy Code 	11.5399
hot-dipped galvanized 	11.5359
ammonium perchlorate 	11.5276
V-shaped inlet 	11.5276
Sleeping Beauty 	11.5276
Keizai Shimbun 	11.5276
Bacillus subtilis 	11.5276
R.P. Scherer 	11.5276
Coral Gables 	11.5276
MORTGAGE ASSOCIATION 	11.5194
tax-loss carry-forward 	11.4998
Harris Upham 	11.4996
Malizia Negus 	11.4778
Planters LifeSavers 	11.4778
Satoshi Sumita 	11.4778
systemic linkage 	11.4778
Motion Picture 	11.4778
NKF Kabel 	11.4778
Sultan Ahmet 	11.4778
Wilmer Cutler 	11.4778
Piper Jaffray 	11.4778
i Fakty 	11.4778
Chiang Kai-shek 	11.4778
Bayerische Motoren 	11.4778
Yogi Berra 	11.4778
Harpers Ferry 	11.4778
Enver Pasha 	11.4778
BAM LD 	11.4778
Ham Richert 	11.4778
Presiding Elder 	11.4731
Tae Woo 	11.4731
oat bran 	11.4731
Beech Pasture 	11.4731
Easy Eggs 	11.4622
expandable styrene 	11.4622
Exporting Countries 	11.4622
Herr Schaffner 	11.4536
Litigation Sciences 	11.4497
NEW ACCOUNT 	11.4425
Kleinwort Benson 	11.4302
Exchequer Nigel 	11.4198
Sargent Shriver 	11.4175
Prime Minister 	11.3957
carbon tetrachloride 	11.3914
Professional Investor 	11.3898
bacterial diarrhea 	11.3652
Eli Lilly 	11.3593
Silicon Graphics 	11.347
Monsieur Favre 	11.3433
Founding Fathers 	11.3433
Gyp Carmer 	11.3433
Helmut Kohl 	11.338
Push-Pull Super-Set 	11.338
Kohlberg Kravis 	11.3272
NATIONAL MORTGAGE 	11.3253
Virgin Islands 	11.3212
buffered glycerine 	11.2988
Banca Nazionale 	11.2988
Seaman Furniture 	11.2988
Peace Corps 	11.2921
Dillon Read 	11.2801
Walnut Trees 	11.2801
OFFERED RATES 	11.2707
LONDON INTERBANK 	11.2707
LONDON LATE 	11.2707
Pizza Hut 	11.2633
uranyl oxalate 	11.2628
Lapin Agile 	11.2628
MINOR MEMOS 	11.2628
amici curiae 	11.2628
Gute ruh 	11.2628
Souper Combo 	11.2628
Norbert Braeuer 	11.2628
Vittorio Emanuele 	11.2628
Ablard Corne 	11.2628
Biondi-Santi Brunello 	11.2628
Alexis Bailly 	11.2628
Landesbank Girozentrale 	11.2628
Boxes Etc. 	11.2628
ordo senioritatis 	11.2628
Addis Ababa 	11.2628
Lorimar Telepictures 	11.2628
ESTATE INVESTMENT 	11.2628
Tel Aviv 	11.2628
Dangerous Liaisons 	11.2628
vasa vasorum 	11.2628

wordtuples 3 2 0.01 filenames.txt
his or her 	7.81898
in and out 	7.78759
on and off 	7.33022
The higher the 	6.7233
Mr. and Mrs. 	6.6174
may or may 	6.52334
with or without 	6.40836
on or before 	6.23019
more and more 	6.18393
for or against 	6.12524
he or she 	6.09945
some or all 	6.08278
to time be 	6.07979
if and when 	6.0275
before and after 	5.67174
was and is 	5.65871
by and large 	5.62204
little or no 	5.58812
if for no 	5.57382
over and over 	5.56047
to and including 	5.53425
of who the 	5.43798
more or less 	5.38722
on and on 	5.26673
think of to 	5.23826
any and all 	5.21617
let go of 	5.21095
in and around 	5.1919
made up of 	5.18721
for that matter 	5.18267
in or out 	5.16924
Securities and Exchange 	5.10788
as received him 	5.10653
as of Sept. 	5.09889
first and second 	5.09732
when and as 	5.08462
and Exchange Commission 	5.05571
the greater the 	5.05338
with it the 	5.01709
to and from 	4.99313
only is Mr. 	4.95725
is and will 	4.93654
as to how 	4.92748
time to time 	4.92682
to stock of 	4.89242
of said period 	4.88624
which as of 	4.87712
into and out 	4.8731
as to whether 	4.80836
in exchange for 	4.76856
could think of 	4.74882
may and must 	4.74229
n't already own 	4.74173
provided for in 	4.73843
federal and state 	4.73553
will in time 	4.72954
through dealers by 	4.71244
to that of 	4.70409
estimate where at 	4.66395
brought on by 	4.65025
Senate and House 	4.64568
York banks on 	4.64404
all or part 	4.63693
were it not 	4.63446
was and your 	4.60761
going on in 	4.60433
large U.S. money 	4.57939
its owner the 	4.57141
that stand as 	4.54291
in and buy 	4.51636
whether or not 	4.50383
is she who 	4.50189
he at last 	4.49756
in it no 	4.49249
not of itself 	4.48301
some did during 	4.47637
are and how 	4.44022
if ever the 	4.42637
consider these in 	4.41251
where and when 	4.40977
n't the only 	4.40655
new country the 	4.38386
getting to and 	4.37674
had it not 	4.35274
were and what 	4.34829
in order to 	4.34761
House and Senate 	4.34472
has your company 	4.33647
when and if 	4.32939
one by one 	4.32012
put and call 	4.31942
a can of 	4.3148
are by no 	4.31396
if and only 	4.29322
profit and loss 	4.29053
the will of 	4.28482
by far the 	4.28011
York trading the 	4.26317
in back pay 	4.26003
up and down 	4.25202
A[fj] if and 	4.24436
just in time 	4.24087
stopped by to 	4.23846
change is since 	4.23784
time of year 	4.2278
as of Oct. 	4.21882
the very least 	4.21566
some into securities 	4.20914
to that which 	4.20826
at last the 	4.19627
editor in chief 	4.1926
make possible the 	4.19119
have we not 	4.18875
first or last 	4.18265
assets as of 	4.18157
cost or market 	4.18148
when and where 	4.17863
in favor of 	4.17776
this or that 	4.17754
so as to 	4.14869
are of little 	4.14838
with respect to 	4.14198
tell that to 	4.13748
The charge on 	4.13306
few in number 	4.12154
n't by itself 	4.11442
left and right 	4.11403
in it are 	4.10254
it that way 	4.09114
as good a 	4.08992
our part would 	4.08109
of and by 	4.0635
so may the 	4.05972
like that of 	4.05894
had they not 	4.04268
quarter to quarter 	4.03673
how and when 	4.03582
the more the 	4.02935
than that and 	4.02912
the harder the 	4.02737
out from under 	3.9901
at most only 	3.98427
below are a 	3.98189
second and third 	3.97947
moved or said 	3.96762
into account the 	3.96573
of there being 	3.94461
on end for 	3.94211
of showing her 	3.93002
up to now 	3.92647
think well of 	3.92542
how would this 	3.91421
can think of 	3.91142
of or from 	3.90752
offering of up 	3.90349
second to first 	3.90003
as to who 	3.88593
than that of 	3.88381
thought better of 	3.87989
million as of 	3.87697
companies as of 	3.86697
the longer the 	3.84093
from now on 	3.83506
the time the 	3.83476
as to why 	3.8257
the will to 	3.82525
often than not 	3.82354
to close at 	3.8202
was by far 	3.82007
may from time 	3.81399
question as to 	3.79957
of return after 	3.7973
during and after 	3.79688
million and up 	3.79118
opened for trading 	3.78716
past century that 	3.77913
at large U.S. 	3.76738
in line with 	3.76695
they too could 	3.74794
is it not 	3.74707
likely as not 	3.74589
than that from 	3.7439
in part because 	3.74181
high by industry 	3.73885
only are there 	3.73654
four or five 	3.73385
for want of 	3.7284
said only that 	3.72691
as that State 	3.72432
where were they 	3.72325
see to it 	3.71361
do well to 	3.71216
which in turn 	3.71205
company court or 	3.70632
day to day 	3.69365
have that book 	3.69343
have it both 	3.68845
do this by 	3.68423
by no means 	3.68376
once and for 	3.68149
n't he have 	3.67339
without it being 	3.67325
go on is 	3.66874
of over one 	3.66094
for years been 	3.64854
as may from 	3.64803
action or on 	3.64214
million a year 	3.63563
at first the 	3.63482
as of last 	3.63009
a time when 	3.62609
left over from 	3.6256
they always said 	3.61961
can and will 	3.61769
was he who 	3.61243
against her will 	3.61005
sent in for 	3.60614
had he not 	3.60396
by some as 	3.59262
do or where 	3.59218
disposed of in 	3.5866
at long last 	3.58017
is of interest 	3.56691
the way the 	3.56618
the help of 	3.56584
by and see 	3.56509
for days for 	3.56427
in return for 	3.5532
held on as 	3.5479
three or four 	3.54746
new to the 	3.54326
such sales made 	3.53727
gave in to 	3.53582
extent to which 	3.53375
it said was 	3.52684
of as much 	3.52635
price and face 	3.52569
in on you 	3.52188
from that of 	3.52109
as had his 	3.52058
will market the 	3.51913
all or some 	3.51431
tons as of 	3.51288
in much the 	3.51083
the other hand 	3.51014
in part by 	3.50735
two to three 	3.50649
what could a 	3.50039
or was it 	3.49254
say by how 	3.48353

wordtuples 4 2 0.01 filenames.txt
LONDON INTERBANK OFFERED RATES 	4.29918
MERRILL LYNCH READY ASSETS 	4.29918
on the part of 	3.93101
in the way of 	3.56547
LYNCH READY ASSETS TRUST 	3.52857
Los Angeles Superior Court 	3.06517
in the case of 	2.94518
Merrill Lynch Capital Markets 	2.81939
the plan to the 	2.61116
New York Federal Reserve 	2.51103
is not only a 	2.37408
in the form of 	2.10096
the way to the 	1.97296
so much as a 	1.76146
that they could be 	1.76009
New York Stock Exchange 	1.7329
it is to the 	1.625
at a cost of 	1.61326
Banca Nazionale del Lavoro 	1.53474
Dow Jones Capital Markets 	1.50447
Prime Minister Toshiki Kaifu 	1.48458
San Francisco Bay area 	1.46472
if he was not 	1.3803
the State University of 	1.34192
Los Angeles Daily News 	1.26519
Dow Jones Professional Investor 	1.16747
San Francisco Bay Area 	1.1299
FEDERAL HOME LOAN MORTGAGE 	1.11774
the one with the 	1.0727
New York Supreme Court 	1.05178
to make up for 	1.04018
I did not know 	0.992667
it was not to 	0.977251
Bankers Trust New York 	0.962208
in order that the 	0.904567
if he is not 	0.889125
if it had n't 	0.878991
New York Herald Tribune 	0.865135
for a third year 	0.861144
has had only a 	0.859686
if we do not 	0.825646
the time of the 	0.802716
in a world of 	0.786824
to the bank debt 	0.783264
Hong Kong toy makers 	0.779535
but there was n't 	0.756642
make the most of 	0.746128
in a year or 	0.734111
HOME LOAN MORTGAGE CORP 	0.711544
the loss of the 	0.704334
the program in the 	0.676819
to the next to 	0.675868
for its first quarter 	0.664326
Liquid Yield Option Notes 	0.632363
Della Femina McNamee WCRS 	0.618262
the president and the 	0.594684
he did n't know 	0.587235
Fannie Mae Remic mortgage 	0.586763
to one or the 	0.576227
United States Supreme Court 	0.567405
of a settlement of 	0.563083
that I could n't 	0.558559
but they had no 	0.547531
did you go to 	0.533899
that he was n't 	0.521814
at any one of 	0.515947
there was more to 	0.513711
and it is to 	0.479818
to which it is 	0.466004
a way that the 	0.459608
it may seem to 	0.443293
of the stock of 	0.439402
that if it is 	0.436852
if I had n't 	0.432314
this is not to 	0.42375
to the men and 	0.402486
that could not be 	0.385864
which he would n't 	0.364975
even though they were 	0.361489
it had been a 	0.354997
is now in the 	0.353691
Declining issues outnumbered advancers 	0.328279
because they could n't 	0.312193
and I have to 	0.312151
be used by the 	0.306599
if he did not 	0.304302
is more to the 	0.304137
of this is that 	0.254674
and that was the 	0.252625
the last year for 	0.252275
I know that I 	0.24378
it is the difference 	0.228895
in a cash and 	0.227234
at this time to 	0.223548
at a price of 	0.21712
that if he had 	0.210275
that I will be 	0.206426
if I had not 	0.206124
said he has n't 	0.194457
Navigation Mixte Chairman Marc 	0.189189
but it is n't 	0.170155
the key U.S. and 	0.166444
that I was not 	0.165363
Cie. de Navigation Mixte 	0.165149
it would not be 	0.163118
in a state of 	0.15771
that it would be 	0.147415
if I did n't 	0.142303
the one on the 	0.138636
the rules of the 	0.137936
because it was n't 	0.134014
but they did n't 	0.131725
Prime Minister Brian Mulroney 	0.127739
and that it had 	0.126761
that it can not 	0.123729
but it was not 	0.118731
he was not to 	0.115888
of it is that 	0.106076
too much in the 	0.104781
but they could not 	0.104764
if it did not 	0.0961464
of the kind of 	0.0938855
be used in a 	0.0935284
what he can not 	0.090334
and he could have 	0.0845254
if I have to 	0.0830057
in the car and 	0.0792337
said it would n't 	0.0751374
but we are n't 	0.074503
an agreement that the 	0.0665254
last year to the 	0.056447
had n't come to 	0.0534826
that would n't be 	0.0514001
that he could be 	0.0495325
he may be the 	0.0473485
but he did not 	0.0464392
but I did n't 	0.0438494
it would have no 	0.0428295
so much for the 	0.0373409
the picture is the 	0.0359244
De Beers Consolidated Mines 	0.0346424
that he did not 	0.0335376
if it could be 	0.0225902
but he could n't 	0.0222123
at the time was 	0.014559
it to be the 	0.00826613
in the matter of 	0.00335291

wordtuples1 3 2 0.01 filenames.txt
LYNCH READY ASSETS 	26.6119
MERRILL LYNCH READY 	26.6119
READY ASSETS TRUST 	26.0066
Tan Sri Basir 	25.6758
Ku Klux Klan 	25.4268
CERTIFICATES OF DEPOSIT 	25.2474
Brenda Malizia Negus 	25.0964
KPMG Peat Marwick 	25.0964
Sung Won Sohn 	25.0563
Della Femina McNamee 	24.8908
Shearson Lehman Hutton 	24.8047
Bayerische Motoren Werke 	24.7204
Argumenty i Fakty 	24.7204
Nihon Keizai Shimbun 	24.7204
Quarterly Earnings Surprises 	24.7025
Au Lapin Agile 	24.6062
Lay Visitation Evangelism 	24.6062
REAL ESTATE INVESTMENT 	24.6062
Drexel Burnham Lambert 	24.5168
INTERBANK OFFERED RATES 	24.4903
LONDON LATE EURODOLLARS 	24.4903
FOREIGN PRIME RATES 	24.4903
HOME LOAN MORTGAGE 	24.4903
LONDON INTERBANK OFFERED 	24.4903
LOAN MORTGAGE CORP 	24.3985
GRAINS AND SOYBEANS 	24.3914
D'Arcy Masius Benton 	24.2219
Avions Marcel Dassault-Breguet 	24.2197
EAST GERMANS RALLIED 	24.2197
Defeat Into Victory 	24.1211
Personal Injury Settlement 	24.0968
FEDERAL HOME LOAN 	24.0638
NATIONAL MORTGAGE ASSOCIATION 	23.9808
capped one-year adjustable 	23.7102
Zsa Zsa Gabor 	23.6591
Unifil loom winder 	23.6591
Roh Tae Woo 	23.65
hilar lymph nodes 	23.6006
Weiss Rifkind Wharton 	23.6006
Ho Chi Minh 	23.6006
Advance Neon Sign 	23.5924
Liquid Yield Option 	23.5924
Ente Nazionale Idrocarburi 	23.5924
Official Airline Guides 	23.5924
Phi Beta Kappa 	23.5478
von der Heyden 	23.5478
Dean Witter Reynolds 	23.5279
Kentucky Fried Chicken 	23.525
Lauro Di Bosis 	23.4227
Revitalized Classics Take 	23.3786
Corso Vittorio Emanuele 	23.3786
Banca Nazionale del 	23.3438
Performance Plus Municipal 	23.3438
sine qua non 	23.3427
Fat Tire Bike 	23.3427
chili con carne 	23.2125
nitrofurantoin macrocrystalline capsules 	23.2019
Rocking Horse Winner 	23.2019
Mail Boxes Etc. 	23.2019
Nazionale del Lavoro 	23.2019
Diamond Shamrock Offshore 	23.0858
Gotta Have Wa 	23.0515
Advanced Micro Devices 	23.0174
Area Rapid Transit 	22.9711
Equal Employment Opportunity 	22.9633
Employee Benefit Plans 	22.9305
Partners Limited Partnership 	22.8784
court-appointed provisional liquidator 	22.835
Has No Favorites 	22.8159
Harcourt Brace Jovanovich 	22.8151
Planned Parenthood Federation 	22.766
Hong Kong reverts 	22.6439
Dreyfus Worldwide Dollar 	22.6271
Backer Spielvogel Bates 	22.6242
Bryn Mawr Drive 	22.607
H Crude Carriers 	22.607
Pace Membership Warehouse 	22.5982
Syrian troop pullout 	22.5942
FEDERAL NATIONAL MORTGAGE 	22.5658
Poodle Springs Story 	22.5627
Yield Option Notes 	22.5627
butt colde nott 	22.4709
LIVESTOCK AND MEATS 	22.4419
Conde Nast Publications 	22.4419
Roe vs. Wade 	22.3893
Adjusted Gross Income 	22.3721
ya gon na 	22.3696
Counter Spy Shop 	22.3685
T. Rowe Price 	22.3357
Yugoslav Claims Agreement 	22.334
La Dolce Vita 	22.304
Internal Revenue Service 	22.2858
artery-pulmonary artery anastomoses 	22.1961
Heaven Has No 	22.1771
Camilo Jose Cela 	22.1759
Raucher Pierce Refsnes 	22.1759
Includes Chevrolet Prizm 	22.154
B-2 Stealth bomber 	22.1268
Prince Souvanna Phouma 	22.0855
immune deficiency syndrome 	22.0663
Marcel Dassault-Breguet Aviation 	22.0654
de Zoete Wedd 	22.0586
COMMERCIAL PAPER placed 	22.0287
Exchequer Nigel Lawson 	22.0215
N W Ayer 	22.0203
unsaturated fatty acids 	22.0186
Petroleum Exporting Countries 	22.0109
database IV Version 	22.0051
Junior Showmanship Competition 	21.993
Hong Kong Telecommunications 	21.9744
Orville Torrence Killpath 	21.9409
Jour et Nuit 	21.9197
Beers Consolidated Mines 	21.8993
Waiting For Godot 	21.8947
Field Marshal Slim 	21.8945
Asea Brown Boveri 	21.8765
Alternative Minimum Tax 	21.8755
Capo Di Ferro 	21.8755
R.C.A. Victor LOC 	21.8755
Prairie Du Chien 	21.8289
Los Angeles Dodgers 	21.8178
Abortion Rights Action 	21.7975
Deep Peep Show 	21.7904
Rev. T.F. Zimmerman 	21.7159
Merrill Lynch Capital 	21.6858
Lone Star Technologies 	21.6468
Teen Hunter Clubs 	21.5755
Chancellor Helmut Kohl 	21.5752
Freddie Mac Remic 	21.575
Carnival Cruise Lines 	21.5722
Prince Boun Oum 	21.5467
Del Monte canned 	21.5368
Nesbitt Thomson Deacon 	21.5257
swimming ciliated protozoa 	21.4214
Jones Industrial Average 	21.4195
Kohlberg Kravis Roberts 	21.4086
Pension Benefit Guaranty 	21.404
Training Camp Activities 	21.3966
Interprovincial Pipe Line 	21.389
Burnham Lambert Inc 	21.3868
Foster Corporate Parent 	21.3728
Individual Retirement Accounts 	21.3597
Soap Opera Digest 	21.3563
Jersey Wastewater Treatment 	21.3467
Hong Kong toy 	21.3426
Lucia Di Lammermoor 	21.3372
tablespoon Worcestershire sauce 	21.3289
Manville Personal Injury 	21.3273
Representative Carla Hills 	21.3173
T. Boone Pickens 	21.3001
rubber recoil pads 	21.2986
Highway Traffic Safety 	21.2872
childishly merry laughter 	21.2757
Forensic Sciences Symposium 	21.2592
uninsured subordinate lien 	21.2457
Governor Satoshi Sumita 	21.2358
Professional Investor Report 	21.2121
fullest forfeiture permissible 	21.1953
Lake Vineyard Cabernet 	21.1806
Saks Fifth Avenue 	21.1713
Anglia Estate Agents 	21.1621
Vincent van Gogh 	21.1465
Poised For Violence 	21.1424
Strategic Defense Initiative 	21.1279
Real Estate Boards 	21.1108
Stanford Achievement Test 	21.0832
Roe v. Wade 	21.0799
Environmental Protection Agency 	21.0744
Lehman Hutton Holdings 	21.0739
Bell Mueller Cannon 	21.0704
Femina McNamee WCRS 	21.0656
Grover Hartt III 	21.0654
Night With Connie 	21.04
Legg Mason Wood 	21.0122
Wild Sheep Chase 	20.9884
Lipton iced tea 	20.9495
Chex Party Mix 	20.9365
Arthur Hays Sulzberger 	20.9353
Wells Rich Greene 	20.933
Barney Harris Upham 	20.9274
Poor Cousin Elec 	20.9274
Commodity Futures Trading 	20.9245
Zoete Wedd Ltd 	20.9032
Mitsui Real Estate 	20.8912
Hun Sen regime 	20.874
wet graham crackers 	20.8662
fille de chambre 	20.8658
Wall Street Journal 	20.8629
Corso Del Rinascimento 	20.8429
Institut Merieux S.A. 	20.8427
Public Employees Retirement 	20.8417
Prime Minister Margaret 	20.8361
Tar Heel-Miracle Byrd 	20.8182
Fuji Photo Film 	20.8182
Senate Majority Leader 	20.8128
Burnham Lambert Inc. 	20.8111
Yugoslav Claims Fund 	20.8009
pas de deux 	20.7931
Dow Jones Industrial 	20.7925
R. Sargent Shriver 	20.788
de Navigation Mixte 	20.7808
Pilgrimage And Wander-Years 	20.7802
Nelson Bunker Hunt 	20.7769
Los Angeles Superior 	20.7767
Lo Shu square 	20.7689
Philmont Country Club 	20.7654
Miller Tabak Hirsch 	20.7606
Nationwide Anglia Estate 	20.7606
crown gall tumor 	20.7586
Lehman Hutton Inc 	20.7538
Hoot Mon-Goddess Hanover 	20.7516
Hoot Mon-Columbia Hanover 	20.7516
Palestine Liberation Organization 	20.7516
Lone Star Steel 	20.7442
Incline Bench Press 	20.7403
Home Loan Mortgage 	20.7199
Anchor Glass Container 	20.7189
Notre Dame Chapter 	20.7103
A.C. Nielsen Co 	20.7078
via Merrill Lynch 	20.6928
Facilities Financing Authority 	20.6922
Generale des Eaux 	20.6902
Hang Seng index 	20.6676
Lipper Analytical Services 	20.6654
De Beers Consolidated 	20.6525
South Viet Nam 	20.6516
Majority Leader George 	20.6434
Walnut Trees Of 	20.637
Interest Rate Observer 	20.6239
crown gall tissue 	20.6194
Amicable Investment Managers 	20.6014
Norman Vincent Peale 	20.601
Santa Fe Pacific 	20.597
Trade Representative Carla 	20.5958
Minister Toshiki Kaifu 	20.5957
Minister Hans-Dietrich Genscher 	20.5957
Duncan Phyfe furniture 	20.587
Armed Forces Day 	20.5518
Barclays de Zoete 	20.5405
Sens. Dennis DeConcini 	20.5397
G. Heileman Brewing 	20.5331
newly mined ores 	20.5318
Pinar Del Rio 	20.5284
Prime Minister Felipe 	20.5153
Prime Minister Rajiv 	20.5153
Structural Clay Products 	20.5091
Rhode Island Pageant 	20.5048
Rural Roads Authority 	20.5043
Bay Area Rapid 	20.5001
McCaw Cellular Communications 	20.4969

wordtuples1 4 2 0.01 filenames.txt
MERRILL LYNCH READY ASSETS 	40.044
LONDON INTERBANK OFFERED RATES 	40.044
LYNCH READY ASSETS TRUST 	39.5765
HOME LOAN MORTGAGE CORP 	37.6627
FEDERAL HOME LOAN MORTGAGE 	37.3239
Liquid Yield Option Notes 	36.7902
Banca Nazionale del Lavoro 	36.7
Avions Marcel Dassault-Breguet Aviation 	35.6753
Della Femina McNamee WCRS 	35.1591
Heaven Has No Favorites 	35.0746
FEDERAL NATIONAL MORTGAGE ASSOCIATION 	35.0139
Barclays de Zoete Wedd 	34.654
Manville Personal Injury Settlement 	34.47
Nationwide Anglia Estate Agents 	34.2101
ABB Asea Brown Boveri 	33.9297
De Beers Consolidated Mines 	33.8649
Night With Connie Chung 	33.6846
Personal Injury Settlement Trust 	33.6543
Backer Spielvogel Bates Worldwide 	33.5234
Bay Area Rapid Transit 	33.4222
Merrill Lynch Capital Markets 	33.4058
Walnut Trees Of Altenburg 	33.3226
Man That Got Away 	33.2557
Method Of Computing Allotments 	33.1918
Legg Mason Wood Walker 	33.1848
Via Capo Di Ferro 	33.0453
Dow Jones Industrial Average 	33.0348
Paul Weiss Rifkind Wharton 	33.0166
bronchial artery-pulmonary artery anastomoses 	32.907
Quarterly Earnings Surprises table 	32.8912
Prime Minister Toshiki Kaifu 	32.8163
Performance Plus Municipal Fund 	32.7589
Cie. de Navigation Mixte 	32.6597
Scottish Amicable Investment Managers 	32.3806
Armed Forces Medical Publication 	32.3617
Prime Minister Brian Mulroney 	32.3467
Shearson Lehman Hutton Holdings 	32.2214
Del Monte canned foods 	32.2052
Advance Neon Sign Co. 	32.1218
Navigation Mixte Chairman Marc 	32.1169
Abortion Rights Action League 	32.0363
Prime Minister Felipe Gonzalez 	31.9558
determining Adjusted Gross Income 	31.9469
Popular de Puerto Rico 	31.8228
Carlos Salinas de Gortari 	31.8105
Societe Generale de Belgique 	31.8027
Nuveen California Performance Plus 	31.7981
T. Rowe Price Growth 	31.7324
capped one-year adjustable rate 	31.7127
Saturday Night With Connie 	31.7024
Economics Minister Helmut Haussmann 	31.6914
Lt. Gov. Garland Byrd 	31.6885
Shearson Lehman Hutton Inc 	31.664
Prime Minister Rajiv Gandhi 	31.6546
acquire Pace Membership Warehouse 	31.6379
Love For Three Oranges 	31.6224
rate capped one-year adjustable 	31.6167
You Gotta Have Wa 	31.6035
H Crude Carriers Ltd. 	31.4966
Spanish Prime Minister Felipe 	31.4965
Trade Representative Carla Hills 	31.4954
Mitsui Real Estate Development 	31.4879
Atty. Gen. Stanley Mosk 	31.4834
California Performance Plus Municipal 	31.4705
Equal Employment Opportunity Commission 	31.4421
Drexel Burnham Lambert Inc 	31.4186
Beers Consolidated Mines Ltd. 	31.4112
Societe de Bourses Francaises 	31.3929
Wells Fargo Investment Advisers 	31.3884
Majority Leader George Mitchell 	31.3673
Atlas intercontinental ballistic missile 	31.3573
Dow Jones Professional Investor 	31.3563
Banque Internationale de Placement 	31.3465
President Roh Tae Woo 	31.3331
Ring Of Bright Water 	31.2975
acquired immune deficiency syndrome 	31.2715
Pennsylvania Higher Education Facilities 	31.2621
Edwards Air Force Base 	31.2617
Prime Minister Margaret Thatcher 	31.2217
Smith Barney Harris Upham 	31.2201
T. Rowe Price Associates 	31.2084
Shearson Lehman Hutton Treasury 	31.2048
Japan Governor Satoshi Sumita 	31.1677
Associated Press correspondent Terry 	31.1545
Rowe Price High Yield 	31.1421
Santa Fe Pacific Realty 	31.0987
via Shearson Lehman Hutton 	31.0783
Tan Sri Basir said 	31.0743
Baron Elie de Rothschild 	31.0718
Rhode Island Pageant Week 	31.0529
crown gall tissue powder 	30.999
neighboring South Viet Nam 	30.9971
Drexel Burnham Lambert Inc. 	30.9858
Dean Witter Reynolds Inc 	30.9589
Jersey Wastewater Treatment Trust 	30.9272
Dunbar Vocational High School 	30.8756
Foreign Minister Hans-Dietrich Genscher 	30.8744
Press Secretary Marlin Fitzwater 	30.8618
Asea Brown Boveri AG 	30.8601
New York Stock Exchange 	30.8591
Public Employees Retirement System 	30.8482
Rhode Island Heritage Week 	30.8324
Shearson Lehman Hutton Inc. 	30.821
crown gall tumor tissue 	30.7875
Strike Up The Band 	30.7859
revenue Alternative Minimum Tax 	30.7764
Los Angeles Superior Court 	30.7563
about Ku Klux Klan 	30.7475
Health Facilities Financing Authority 	30.7122
Advanced Micro Devices Inc. 	30.6871
via Drexel Burnham Lambert 	30.6864
Gas Service Limited Partnership 	30.6503
Plant Genetic Systems N.V. 	30.63
Carnival Cruise Lines Class 	30.6097
Stone Harbor bird sanctuary 	30.608
Declining issues outnumbered advancers 	30.5882
Jones Professional Investor Report 	30.5668
Fannie Mae Remic mortgage 	30.5493
Los Angeles investor Marvin 	30.5384
Sir Arthur Conan Doyle 	30.5301
de Zoete Wedd Ltd 	30.4696
COMMERCIAL PAPER placed directly 	30.4641
Hong Kong toy makers 	30.4529
New Jersey Wastewater Treatment 	30.4247
one-year adjustable rate mortgages 	30.4106
Conde Nast Publications Inc. 	30.3546
Employee Benefit Plans Inc. 	30.3336
Harcourt Brace Jovanovich Inc. 	30.3151
Solicitor General Kenneth Starr 	30.3125
Minority Leader Robert Dole 	30.3012
Lt. Col. Oliver North 	30.2956
Foreign Minister Eduard Shevardnadze 	30.2887
nonsingular quadric surface bearing 	30.2879
Commodity Futures Trading Commission 	30.2603
Highway Traffic Safety Administration 	30.2486
Dean Witter Reynolds Inc. 	30.2402
said Brenda Malizia Negus 	30.2388
Declining issues swamped advancers 	30.2222
free swimming ciliated protozoa 	30.1903
Equitable Life Assurance Society 	30.1736
Cie. des Machines Bull 	30.154
Atlas Of Tumor Pathology 	30.1477
Minority Leader Robert Michel 	30.1293
Technical Data Global Markets 	30.1206
Five Year Defense Plan 	30.1165
sweet clover tissue powder 	30.1009
Patterson Moos Research Division 	30.0981
Gerald F. Seib contributed 	30.0614
Health Care Property Investors 	30.034
Webster vs. Reproductive Health 	30.0144
Santa Ana Community Redevelopment 	29.9796
Small Order Execution System 	29.9719
Budget Director Richard Darman 	29.9643
Dow Jones Equity Market 	29.9613
via Merrill Lynch Capital 	29.9579
Ana Community Redevelopment Agency 	29.9469
Agriculture Secretary Clayton Yeutter 	29.9066
Beach financier Victor Posner 	29.9015
National Abortion Rights Action 	29.8916
Panamanian dictator Manuel Noriega 	29.8888
Rican President Oscar Arias 	29.871
Senate Majority Leader George 	29.8689
Higher Education Facilities Authority 	29.8674
Cruise Lines Class A 	29.786
said Tan Sri Basir 	29.7484
incorporates far-reaching provisions affecting 	29.7292
And All That Jazz 	29.7171
retained Merrill Lynch Capital 	29.7047
Los Angeles Daily News 	29.6983
Miss Rhode Island Pageant 	29.6865
healthy sweet clover stems 	29.6714
Dow Jones Transportation Average 	29.6493
T. Rowe Price High 	29.636
Press correspondent Terry Anderson 	29.6343
Data Processing System Bulletin 	29.6285
standard conventional fixed-rate mortgages 	29.6251
Exchequer Nigel Lawson sent 	29.5789
Interprovincial Pipe Line Co. 	29.5749
occurring bronchial artery-pulmonary artery 	29.5407
German Chancellor Helmut Kohl 	29.5398
Epitaph For George Dillon 	29.5032
Area Rapid Transit system 	29.4902
Committee Chairman Leon Panetta 	29.4821
War II internment camps 	29.4583
uninsured subordinate lien bonds 	29.4519
Uniconer automatic coning machine 	29.4228
California Public Employees Retirement 	29.4208
Dow Jones Capital Markets 	29.4187
Penn Mutual Life Insurance 	29.4095
Advanced Research Projects Agency 	29.4025
Generale de Belgique S.A. 	29.3964
Where The Boys Are 	29.3956
Farm Mutual Automobile Insurance 	29.3917
Oak Ridge National Laboratory 	29.3793
said Sung Won Sohn 	29.3619
California Health Facilities Financing 	29.353
G. Heileman Brewing Co. 	29.3512
Los Angeles Mayor Tom 	29.3279
Compound yields assume reinvestment 	29.2965
Banco Popular de Puerto 	29.2873
Costa Rican President Oscar 	29.2844
Express Travel Related Services 	29.2802
New York Herald Tribune 	29.2714
Lipper Analytical Services Inc 	29.2684
San Francisco Bay Area 	29.2557
Federal Home Loan Mortgage 	29.2491
Mixte Chairman Marc Fournier 	29.2271
Drexel Burnham Lambert Group 	29.2132
Majority Whip William Gray 	29.1987
Chicago And All That 	29.1932
Petrolane Gas Service Limited 	29.1924
Amex Market Value Index 	29.1764
soviet leader Mikhail Gorbachev 	29.1756
Canadian Prime Minister Brian 	29.1545
normally occurring bronchial artery-pulmonary 	29.1462
rear axle gear ratio 	29.0927
Advancing issues outnumbered decliners 	29.0821
Vice President Dan Quayle 	29.0802
National Highway Traffic Safety 	29.0778
Nobel Industries Sweden AB 	29.062
The Poodle Springs Story 	29.0523
de Zoete Wedd Securities 	29.0392
finite-dimensional vector space V 	29.0092
Defense Advanced Research Projects 	29.0038
Lehman Hutton Treasury index 	28.9917
complete Push-Pull Super-Sets No. 	28.9841
James M. Trotter III 	28.9837
Jones Capital Markets Report 	28.9637
Dai-Ichi Kangyo Bank Ltd 	28.9425
at Shearson Lehman Hutton 	28.941
Way To The Churchyard 	28.925
Jos. A. Bank Clothiers 	28.9047
Oregon Sen. Bob Packwood 	28.8864
vs. Reproductive Health Services 	28.8731
Raymond F. DeVoe Jr. 	28.853
KLM Royal Dutch Airlines 	28.8409
financier Sir James Goldsmith 	28.8398
Fine Arts Advisory Committee 	28.8326
Neither Mantle nor Maris 	28.8322
as Advance Neon Sign 	28.7772
Stock Exchange Market Value 	28.7654
Senate Majority Leader Mitchell 	28.7504
Kleinwort Benson Government Securities 	28.7402
Fuji Heavy Industries Ltd 	28.7367
Sunday Los Angeles Daily 	28.7055
Miami Beach financier Victor 	28.6985
dynamic random-access memory chips 	28.6869
Lehman Hutton Holdings Inc. 	28.6715
figure includes Volkswagen domestic-production 	28.6683
Nesbitt Thomson Deacon Inc. 	28.6683

vwordtuples 2 2 0.01 filenames.txt
OFFERED RATES 	10.653
aerate lagoon 	9.93767
barb wire 	9.79526
wreak havoc 	9.74666
cap one-year 	9.66453
unpaired electrons 	9.65296
ciliated protozoa 	9.6032
'S NEWS 	9.38865
inactivate enzymes 	9.38816
haf ta 	9.29698
revitalize classics 	9.20279
annualized average 	9.1835
did- n 	9.18188
wan- na 	9.18188
plead guilty 	9.06455
buffer glycerine 	9.05129
beget Son 	9.05129
unitize lumber 	8.96371
magnetize iron 	8.96371
mince onion 	8.88797
mine ores 	8.87163
iodinate thyroglobulin 	8.86664
subordinate debentures 	8.8091
curry favor 	8.75124
radiate warmth 	8.75124
sterilize intervention 	8.75069
misplace modifier 	8.6836
reformulate gasolines 	8.62403
orphan poems 	8.57108
synchronize circuit 	8.55194
activate sludge 	8.53955
leverage buy-outs 	8.53289
bribe jamaican 	8.50486
discontinue operations 	8.47406
launder drug 	8.43561
outlaw African 	8.41661
eye Gun 	8.41661
man bombers 	8.41339
mute reaction 	8.38028
leverage buy-out 	8.36937
thread matching 	8.36065
art thou 	8.36065
industrialize nations 	8.21035
rate triple-A 	8.19692
bevel edges 	8.1937
renounce terrorism 	8.10116
re-enter France 	8.05992
inject massive 	8.05018
reformulate gasoline 	8.04826
knit fabrics 	8.04067
inject steam 	7.91012
outnumber advancers 	7.90416
allay european 	7.8864
amortize bond 	7.88108
powder coffee 	7.88108
impair vision 	7.87155
film commercials 	7.87092
aerate lagoons 	7.87092
grope blindly 	7.8061
field single 	7.8061
distil spirits 	7.78656
automate teller 	7.76976
dissolve oxygen 	7.74455
tarnish image 	7.74451
unwind positions 	7.71546
sway eerily 	7.71546
reassume liability 	7.70008
commission salesmen 	7.67784
condition reactions 	7.64563
orient geographically 	7.6204
motorize vehicles 	7.59362
repel injury 	7.54655
modernize Saab 	7.54655
cancel checks 	7.54575
cast doubt 	7.53987
outnumber gainers 	7.51902
tooke order 	7.51592
dilute basis 	7.49555
mix liquor 	7.49488
equate symbolic 	7.47774
simulate printing 	7.47774
outnumber decliners 	7.47577
adsorb water 	7.46587
knit shrinkage 	7.4438
simulate textures 	7.4438
desegregate school 	7.43961
end Sept. 	7.43125
amend filings 	7.42802
reset annually 	7.42081
bowl regularly 	7.41332
copyright material 	7.4066
tax boats 	7.4066
tremble violently 	7.40583
outpace decliners 	7.38294
curl paot 	7.37653
outnumber advancing 	7.35278
hedge portfolios 	7.30421
defer compensation 	7.30421
allege violations 	7.27337
outpace advancers 	7.27195
soil fabrics 	7.27195
deduct allowable 	7.25854
shatter windows 	7.24165
sever ties 	7.19061
package goods 	7.1792
paste paper 	7.1653
discipline instruction 	7.14875
practice sin 	7.10009
industrialize countries 	7.09853
integrate circuits 	7.09462
engineer drugs 	7.08519
swamp advancers 	7.08031
rate single-A-1 	7.07254
post yields 	7.03719
commit suicide 	7.03412
fatten cattle 	7.02539
haunt house 	7.02539
restate year-earlier 	7.02539
fix installations 	7.0151
rank fourth 	7.00804
repurchase agreements 	6.99644
sprinkle sugar 	6.99644
dilute share 	6.97943
arm struggle 	6.94578
soil surface 	6.91896
incorporate far-reaching 	6.91275
oust Colmer 	6.91275
assess movable 	6.91275
score beveled 	6.91275
figure prominently 	6.89478
suspend solids 	6.88674
exude confidence 	6.85382
take place 	6.84988
induce immunity 	6.84234
restrain gyros 	6.83641
disgruntled employees 	6.7622
exchange per 	6.74499
cross C 	6.74115
park cars 	6.7297
nod understandingly 	6.72858
uphold Missouri 	6.72858
carve wooden 	6.72835
nominate candidates 	6.71678
weave fabrics 	6.71678
certify pursuant 	6.71647
convict kidnapper 	6.70373
lease facility 	6.69507
rate double-A 	6.6948
reverse course 	6.69418
decline comment 	6.69017
exceed deposits 	6.68579
maximize shareholder 	6.6784
steal bases 	6.66539
entrench management 	6.65749
square positions 	6.65729
mature Feb. 	6.64909
unconsolidated results 	6.63136
latch onto 	6.63051
file suit 	6.6286
reinforce concrete 	6.62709
trail year-earlier 	6.60468
account for 	6.60453
detect submarines 	6.60232
inhibit learning 	6.5838
gauge investor 	6.57415
subordinate notes 	6.57311
seat guests 	6.56721
have been 	6.55028
stage protests 	6.54821
levy taxes 	6.54817
cool anode 	6.54254
segregate school 	6.5368
compensate victims 	6.5368
explore alternatives 	6.52221
revise proposal 	6.50676
amend pact 	6.49051
accrue interest 	6.48507
negotiate transactions 	6.48317
request anonymity 	6.47288
ease credit 	6.46723
discourage prosecutors 	6.4616
date February 	6.45216
rate single-A 	6.4468
rate single-A-2 	6.4468
notify unofficially 	6.43532
reply gravely 	6.43532
relate story 	6.43208
damp volatility 	6.43049
end June 	6.42817
rank third 	6.42716
vest interests 	6.42716
express concern 	6.42633
store grain 	6.42502
prefer stock 	6.41607
damage copy 	6.41196
arm forces 	6.41174
rekindle inflation 	6.40617
appreciate beauty 	6.39245
subordinate debt 	6.37054
sweeten pension 	6.35966
assemble lid 	6.35699
leverage takeovers 	6.34804
shy away 	6.33997
postpone gratification 	6.31567
slacken demand 	6.30919
mix type 	6.30023
trim excess 	6.28771
proceed M.A. 	6.28647
prod Congress 	6.28595
vary widely 	6.27628
relieve dementia 	6.27154
subordinate debenture 	6.27154
convict felons 	6.25019
consist of 	6.24288
restrict abortions 	6.22874
advertise bidding 	6.21584
reoffered price 	6.21579
resume lending 	6.21377
curb imports 	6.21184
oversee Gulf 	6.20279
formulate policy 	6.2003
heighten concerns 	6.2003
specify amount 	6.19783
avail myself 	6.1965
bind volumes 	6.18888
weigh anchor 	6.18874
smile thinly 	6.18874
change hands 	6.18267
revise bid 	6.17641
annualized rate 	6.17214
book solid 	6.17096
omit dividends 	6.17096
hit bottom 	6.17017
allege Amvest 	6.15302
merge Deloitte-Touche 	6.14977
practice terrorism 	6.14242
steal strips 	6.14238
fend off 	6.13786
spell trouble 	6.13185
tighten monetary 	6.13026
affix material 	6.1291
rate single-A-3 	6.12895
entitle thereto 	6.12498
free leaders 	6.11877
cross hairs 	6.11687
trouble chains 	6.11227
import cigarettes 	6.10562
endorse candidates 	6.09801
redeem C$ 	6.09006
impede trade 	6.08951

vwordtuples 3 2 0.01 filenames.txt
say by how 	5.33319
say no to 	5.14641
stop by to 	5.12888
bring on by 	4.6361
do that and 	4.44416
be by no 	4.38835
do him no 	4.07604
attribute that to 	3.96799
be by far 	3.96705
make up of 	3.75071
have in mind 	3.68049
be and will 	3.59749
say in an 	3.59489
do just that 	3.49029
provide for in 	3.45706
say only that 	3.41134
leave over from 	3.41008
hold on to 	3.32664
have that book 	3.3013
be for sale 	3.27958
mean by that 	3.27945
do that too 	3.27363
have your company 	3.26743
try not to 	3.26066
see to that 	3.22542
live up to 	3.20806
be at work 	3.19085
have going for 	3.17729
say had been 	3.13123
consider these in 	3.12113
say in a 	3.10754
look the other 	3.10619
give in to 	3.08051
take part in 	3.07931
have that peace 	3.0762
decide not to 	3.07431
place directly by 	2.99227
determine not to 	2.97553
be her name 	2.95948
do so in 	2.95745
tell that to 	2.94027
see to it 	2.92369
be and is 	2.91336
do so by 	2.91206
choose not to 	2.90086
think better of 	2.89343
reach for comment 	2.85325
be n't the 	2.85006
be n't a 	2.83001
turn out to 	2.81277
be at stake 	2.7962
give and take 	2.78476
come by and 	2.78224
buy back as 	2.77628
cut in half 	2.75537
hold still for 	2.75021
do this by 	2.73573
divide as to 	2.73458
be on hand 	2.716
take into account 	2.71192
have here is 	2.69989
come not from 	2.68309
do well to 	2.68211
seem that for 	2.67263
let it be 	2.64853
call in to 	2.63401
step in to 	2.61449
open it and 	2.60677
pass on to 	2.60632
name to the 	2.60249
be in line 	2.59215
call upon to 	2.56506
do away with 	2.53819
have that kind 	2.53785
be not the 	2.52531
expect it to 	2.5249
follow by at 	2.51568
ask not to 	2.50391
have in fact 	2.49945
price to yield 	2.48097
be not a 	2.47438
give he power 	2.45988
think well of 	2.43699
show her the 	2.43617
remember how by 	2.43606
offer them the 	2.43284
look forward to 	2.4304
make to small 	2.42329
raise it through 	2.4178
let out a 	2.4091
have they not 	2.40157
be and how 	2.39959
send in for 	2.39596
arise as to 	2.39221
be it her 	2.38785
decline by about 	2.38448
do or where 	2.37877
wear on and 	2.36788
do little to 	2.36326
buy up to 	2.35594
drag on for 	2.34814
tie in with 	2.34618
do me the 	2.3383
open for trading 	2.33167
exist as of 	2.33147
change much on 	2.32113
be to have 	2.32084
want it that 	2.32026
fly in from 	2.30631
head in that 	2.30063
match that of 	2.29391
take by her 	2.28205
do is to 	2.27084
do so at 	2.26921
see in him 	2.26856
sign on as 	2.26546
have it not 	2.26442
keep to himself 	2.26259
get under way 	2.25695
go all out 	2.25081
refuse even to 	2.24829
get in only 	2.2466
carry with it 	2.2417
come a time 	2.24131
say to him 	2.24091
reach him at 	2.22778
sell for as 	2.22495
be of interest 	2.22176
say how much 	2.22128
rise by about 	2.21818
show it to 	2.21733
support to some 	2.19425
come in for 	2.18991
pay down about 	2.1885
fall to about 	2.18699
agree not to 	2.1865
see fit to 	2.1861
say or do 	2.17008
hold his or 	2.14762
call at their 	2.14234
take for granted 	2.13803
take in by 	2.12807
have expected a 	2.12659
know so few 	2.12499
have used the 	2.12291
leave with no 	2.11888
say to you 	2.11474
be by nature 	2.11258
get them by 	2.1041
find in much 	2.10218
bring one out 	2.09913
take with him 	2.09169
be itself a 	2.09123
do it if 	2.0859
be with him 	2.08411
have in common 	2.0732
expect from a 	2.07259
say that as 	2.06977
begin the long 	2.06812
say that with 	2.06394
come in at 	2.05903
meet her at 	2.05776
file with the 	2.05194
expect of him 	2.05175
improve to a 	2.05166
have high hopes 	2.05048
have what Mr. 	2.05012
drop it and 	2.04932
have n't I 	2.04592
be and what 	2.04194
give to it 	2.03905
have as its 	2.03727
compare to that 	2.03383
get that far 	2.02965
be the only 	2.01701
say to her 	2.01468
come as no 	2.00939
follow through on 	2.00865
find out about 	2.00754
do it for 	2.00744
express to you 	2.00323
do and my 	2.00248
increase to a 	1.99396
concentrate more on 	1.98399
be it not 	1.97658
say yesterday that 	1.97647
pay for by 	1.97362
do only by 	1.97156
have at times 	1.96927
be up about 	1.96801
be or what 	1.95703
say that in 	1.9506
dare not be 	1.94836
be that of 	1.94533
have it both 	1.94403
do no wrong 	1.94197
seem still to 	1.9379
reduce to a 	1.93698
be all right 	1.93337
pay by major 	1.91464
send them on 	1.91296
think in terms 	1.91294
be to be 	1.91257
say his only 	1.91181
refer to as 	1.90615
be and your 	1.9051
say that at 	1.89893
do more to 	1.89561
look and look 	1.89367
come on back 	1.89225
hit hard by 	1.88486
apply only to 	1.88413
be in charge 	1.88393
have no comment 	1.87989
be to come 	1.87766
report for work 	1.87315
know what to 	1.8695
launch now and 	1.8674
do some good 	1.86738
reduce and the 	1.86705
be they do 	1.85492
indicate at what 	1.84644
remember what a 	1.84511
say a U.S. 	1.83526
want you to 	1.8339
follow that by 	1.82692
be with us 	1.82614
have still to 	1.81899
have the help 	1.8145
take off his 	1.81193
turn his back 	1.80779
make to order 	1.79893
have nothing to 	1.79352
know for its 	1.79341
file in federal 	1.7912
close in on 	1.78884
be with people 	1.78584
do so only 	1.78569
do was to 	1.78395
help but be 	1.78385
say profit for 	1.77741
note also that 	1.77548
say that on 	1.77039
say anything at 	1.77016
be the one 	1.76665
pass along to 	1.76259
estimate and actual 	1.76256
know how to 	1.76091
know not what 	1.75858
use to in 	1.75192

vwordtuples 4 2 0.01 filenames.txt
say they could n't 	1.80833
be more to the 	1.23141
be not only a 	1.154
know what he was 	1.0554
be not only the 	0.806136
say he could n't 	0.657881
say he was n't 	0.634223
be the matter with 	0.459874
say they are n't 	0.438204
be elected to the 	0.406083
be nothing more than 	0.305108
be the time to 	0.251618
have made to the 	0.235717
result in the company 	0.203132
know that she was 	0.166403
say he is n't 	0.160429
say he would have 	0.121828
say that he had 	0.0633041
make the most of 	0.0098988

vwordtuples1 3 2 0.01 filenames.txt
cap one-year adjustable 	21.1799
synchronize circuit breakers 	20.2142
thread matching yarn 	19.1391
deduct allowable depreciation 	18.2465
knit shrinkage gauge 	18.1629
value Navigation Mixte 	17.5561
annualized average rate 	17.5034
retain Merrill Lynch 	17.361
oversee Gulf Power 	17.2629
inject massive amounts 	17.2402
field single candidates 	16.9994
generate nerve impulses 	16.9967
score beveled edges 	16.8894
impede trade arbitrarily 	16.7633
outlaw African National 	16.741
acquire immune deficiency 	16.7185
bribe jamaican officials 	16.6243
equate symbolic names 	16.4921
treat bacterial diarrhea 	16.4911
trim excess clay 	16.4625
exchange per hour 	16.3304
activate sludge system 	16.3023
demand democratic freedoms 	16.2771
subordinate debentures due 	15.9867
kill Diana Beauclerk 	15.8989
combine Fresenius USA 	15.8303
fix monthly allowances 	15.8144
wan- na go 	15.749
develop respiratory bronchioles 	15.7417
revitalize classics take 	15.731
incorporate far-reaching provisions 	15.7107
form Resolution Trust 	15.624
improve feed efficiency 	15.6006
acquire Banque Internationale 	15.5782
sacrifice costly safety 	15.3922
name Masahiro Dozen 	15.3909
represent actual transactions 	15.3799
transfer majority ownership 	15.3699
acquire Pace Membership 	15.3597
overcome budget obstacles 	15.3504
launder drug money 	15.3356
trail year-earlier levels 	15.3147
insure domestic tranquility 	15.2364
meet Community Reinvestment 	15.2199
block airline leveraged 	15.2176
notify foreign dictators 	15.2079
subordinate notes due 	15.2053
bring Fannie Mae 	15.1964
return phone calls 	15.1445
tighten monetary policy 	15.13
please do n't 	15.1086
resume atmospheric testing 	14.978
cut utility emissions 	14.9502
precipitate during dialysis 	14.9386
butt between frames 	14.9373
cease index arbitrage 	14.9328
include Chevrolet Prizm 	14.8702
include Bonwit Teller 	14.8702
cause whooping cough 	14.8296
square positions ahead 	14.8007
list below reported 	14.7786
bring Freddie Mac 	14.6672
maximize shareholder value 	14.652
itemize your deductions 	14.6073
charter three planes 	14.6055
leave Hong Kong 	14.5812
suspend stock-index arbitrage 	14.581
exonerate program trading 	14.5641
seek unspecified damages 	14.5348
dilute earnings per 	14.4376
retire military personnel 	14.4269
name executive vice 	14.416
gauge investor demand 	14.3898
glue and screwed 	14.3766
roll sheet steel 	14.3562
ease monetary policy 	14.2962
name chief executive 	14.266
aerate lagoon was 	14.2328
reduce farm-product subsidies 	14.2057
sustain structural damage 	14.1869
inject steam until 	14.1647
use at-market pricing 	14.1451
propose constitutional amendment 	14.1313
segregate school system 	14.1253
fend off Sir 	14.1068
see accompanying illustration 	14.0973
name senior vice 	14.0734
handle divorce cases 	14.0371
insure unemployment rate 	14.028
enter bankruptcy-law proceedings 	14.007
become bargain hunters 	13.9774
lower interest rates 	13.9327
merge Deloitte-Touche firm 	13.8606
preserve economic integration 	13.841
resume nuclear testing 	13.8051
fail coup attempt 	13.7791
help explain why 	13.7787
place convertible notes 	13.7379
buy Guber Peters 	13.7295
force Northwest Airlines 	13.7223
resume dividend payments 	13.6965
name Foreign Secretary 	13.681
create joint ventures 	13.6644
renegotiate its borrowings 	13.5987
promote balanced economic 	13.5818
own New York 	13.5178
enjoy physical contact 	13.5119
accrue before PS 	13.5108
secure convertible notes 	13.4922
buy MGM\/UA Communications 	13.475
define input control 	13.4682
distribute cost analysis 	13.4392
buy Columbia Pictures 	13.3983
store without refrigeration 	13.3651
adjust gross income 	13.342
beg your pardon 	13.3211
return telephone calls 	13.3158
say Merrill Lynch 	13.2921
rate triple-A by 	13.2508
divide evenly between 	13.2213
quash any prospects 	13.1907
close narrowly mixed 	13.18
oppose federal funding 	13.1748
give Nuovo Banco 	13.1603
face stiff competition 	13.1504
reduce force requirements 	13.1491
amend pension program 	13.1369
coordinate federal disaster 	13.1367
dump takeover stocks 	13.1223
seek class-action status 	13.1018
annualized interest rates 	13.0991
infiltrate with neutrophils 	13.0762
revise tender offer 	13.0087
publish The Wall 	13.0068
expire Friday evening 	13.0003
report quarterly profit 	12.9817
limit rate increases 	12.9808
execute program trades 	12.9766
stop index arbitrage 	12.9337
travel long distances 	12.9152
price at par 	12.9039
report net income 	12.8884
ask Nigel Lawson 	12.8757
watch market barometer 	12.8332
kill individual items 	12.8288
name managing director 	12.8287
beat everyone else 	12.8287
restructure bank debt 	12.819
blister for curbs 	12.8008
resolve certain disputes 	12.7997
enhance shareholder value 	12.7862
name general counsel 	12.7782
hold First Hospital 	12.7623
coordinate fiscal tax 	12.7623
compare actual profit 	12.7542
trade among commercial 	12.7473
propose initial offering 	12.7445
accompany President Bush 	12.72
include American Express 	12.704
say Norberto Mehl 	12.698
say Jacob Dreyer 	12.6979
say Brenda Malizia 	12.6979
ai n't goin 	12.6912
burst into tears 	12.6905
make recess appointments 	12.6711
make apples redder 	12.6705
post net income 	12.6533
name vice president 	12.611
spur retail sales 	12.6068
buy Treasury bills 	12.589
find offsetting cuts 	12.586
say Stephen Boesel 	12.5475
say Stephen Reitman 	12.5473
cover investing issues 	12.537
approve major portions 	12.532
tell Dow Jones 	12.5272
follow FASB rules 	12.513
affix paper or 	12.5021
ban program trading 	12.4918
shield from taxation 	12.481
support black candidates 	12.4338
make gin saws 	12.4216
conjure up images 	12.4199
outpace decliners by 	12.4038
receive telephone calls 	12.3989
rise five pence 	12.3956
plot against film 	12.3886
control health-care costs 	12.3832
stop using polystyrene 	12.3794
generate new grants 	12.3762
fail labor-management bid 	12.3756
tell Miss Groggins 	12.3747
meet margin calls 	12.3687
meet unanticipated costs 	12.3532
evade federal income 	12.3532
dilute common stock 	12.3446
lick his lips 	12.3379
signal trouble ahead 	12.336
ease credit conditions 	12.332
propose leveraged buy-out 	12.2695
consent to findings 	12.2687
obtain bank financing 	12.2679
blame program trading 	12.262
file suit against 	12.2595
spend years studying 	12.2487
urge President Bush 	12.2465
tooke order with 	12.2447
sell sick thrifts 	12.2416
rate single-A-1 by 	12.2294
run training classes 	12.2192
ask United Airlines 	12.2155
take place automatically 	12.2091
offer cash rebates 	12.1938
say Steven Norwitz 	12.1935
say Cindy Katz 	12.1906
say Howard Rubel 	12.1905
say Kathryn McAuley 	12.1904
say Kathryn McGrath 	12.1904
say Kurt Brouwer 	12.1904
say Timothy Pettee 	12.1904
say Elliott Platt 	12.1903
say Nauman Barakat 	12.1903
say Francoise Soares-Kemp 	12.1903
say Bert Ely 	12.1903
say Tan Sri 	12.1902
say Stewart Gilchrist 	12.1902
say Sung Won 	12.1902
say Al Ries 	12.1902
say Du Pont 	12.1901
think SCI TV 	12.1741
place notes due 	12.1687
take effect Aug. 	12.1656
thumb its nose 	12.1621
obtain regulatory approval 	12.1606
post yields on 	12.1571
indict last October 	12.1555
stare straight ahead 	12.1383
industrialize nations of 	12.1382
shoot between eleven 	12.1367
steer company money 	12.1056
say Salomon Brothers 	12.0946
ease interest rates 	12.094
burst into flames 	12.0684
pursue other interests 	12.0512
halt program trading 	12.0488
ai n't kidding 	12.0446
commute with T 	12.0304
roll steel products 	12.0173
expect Dow Jones 	12.0154
deny due process 	11.9986

vwordtuples1 4 2 0.01 filenames.txt
cap one-year adjustable rate 	28.7155
acquire immune deficiency syndrome 	28.2378
acquire Pace Membership Warehouse 	26.9321
retain Merrill Lynch Capital 	26.8201
incorporate far-reaching provisions affecting 	26.6103
block airline leveraged buy-outs 	26.3432
meet Community Reinvestment Act 	25.2408
publish The Wall Street 	25.0834
outlaw African National Congress 	24.7269
say Brenda Malizia Negus 	24.4391
sacrifice costly safety measures 	24.4347
tell Dow Jones Professional 	24.365
subordinate debentures due March 	24.3328
list below reported quarterly 	24.2923
return phone calls seeking 	24.2734
buy Columbia Pictures Entertainment 	24.2129
rate triple-A by Moody 	24.1973
name executive vice president 	24.0786
name senior vice president 	23.9804
say Tan Sri Basir 	23.9487
say Sung Won Sohn 	23.9487
support black candidates uncritically 	23.5936
name chief executive officer 	23.5784
rate single-A-1 by Moody 	23.4493
fend off Sir James 	23.3552
form Resolution Trust Corp. 	23.3439
compile by Dow Jones 	23.2825
say SHV Holdings N.V. 	23.2755
name Masahiro Dozen president 	23.2233
shoot between eleven p.m. 	23.2145
plot against film thickness 	23.175
ask United Airlines unions 	23.1002
rate double-A by Moody 	23.0695
coordinate federal disaster relief 	22.985
place convertible notes due 	22.9313
affix paper or cloth 	22.9016
secure convertible notes due 	22.8464
dilute earnings per share 	22.8375
say Rep. Fortney Stark 	22.8324
value Navigation Mixte at 	22.8272
rate single-A-2 by Moody 	22.8088
report quarterly profit substantially 	22.6743
say Rep. Vic Fazio 	22.5468
translate at Commercial Rand 	22.4826
say C. Bruce Johnstone 	22.4786
rate single-A-3 by Moody 	22.4592
rate single-A by Moody 	22.4592
thread matching yarn in 	22.4454
say Stephen B. Timbers 	22.3408
say Gerald W. Perritt 	22.2645
suspend stock-index arbitrage trading 	22.2431
calculate by Morgan Stanley 	22.194
say House Budget Committee 	22.1583
back by Freddie Mac 	22.1186
include American Express Co. 	22.085
fix monthly allowances are 	22.0483
insure and rated triple-A 	21.9851
rate single-B-1 by Moody 	21.9324
stalk by General Motors 	21.8999
trim excess clay from 	21.8801
deduct allowable depreciation and 	21.7991
name group vice president 	21.798
thicken by fibrous tissue 	21.7875
say Lewis H. Eslinger 	21.7363
say Raymond F. DeVoe 	21.7128
promote balanced economic development 	21.6431
define input control system 	21.6301
ease monetary policy further 	21.5891
hold First Hospital Corp. 	21.5735
create equal except Negroes 	21.5393
annualized average rate of 	21.5031
say Frederick A. Moran 	21.4869
conduct electricity without resistance 	21.4543
enact restrictions on abortions 	21.4356
evade federal income taxes 	21.4334
send Jaguar shares soaring 	21.319
start shipping commercial quantities 	21.3129
boost its Navigation Mixte 	21.2695
inject massive amounts of 	21.2549
trade among commercial banks 	21.2342
aim at ending Lebanon 	21.2284
generate nerve impulses that 	21.2008
back by Fannie Mae 	21.1972
stop doing stock-index arbitrage 	21.1969
mount in buffered glycerine 	21.1201
say James H. Coxon 	21.0915
say Joel D. Gross 	21.0907
butt between frames one 	21.0896
compensate victims of asbestos-related 	21.055
own six TV stations 	20.9973
say Sen. David Boren 	20.9765
sell through underwriters led 	20.8954
poll by Dow Jones 	20.8889
name senior executive vice 	20.8884
say Rep. Henry Hyde 	20.8819
remain chief executive officer 	20.8533
compile by Bank Rate 	20.8066
field single candidates in 	20.7879
report third-quarter net income 	20.6344
lead by Merrill Lynch 	20.6083
think of Simms Purdew 	20.6009
stock of record Nov. 	20.5908
sell through Merrill Lynch 	20.5797
mind seeing new crises 	20.5347
process all options trades 	20.484
begin producing excess heat 	20.3759
divide between general emergency 	20.3709
say Salomon Brothers Inc. 	20.321
calculate by Seidman Financial 	20.2821
operate financial news services 	20.246
adjust for seasonal variations 	20.2399
exclude the Virgin Islands 	20.2218
induce immunity to whooping 	20.2117
operate under nighttime restrictions 	20.2007
adjust for seasonal fluctuations 	20.1744
merge its North Sea 	20.1042
trade investment fund shares 	20.0847
claim absoluteness and finality 	20.0645
equate symbolic names to 	20.055
survey by Dow Jones 	20.0108
comment on British Air 	19.9316
back by credit-card receivables 	19.9251
face from Hurricane Hugo 	19.9203
emerge from bankruptcy-law proceedings 	19.9004
enjoy physical contact with 	19.8947
be World War III 	19.86
plead guilty to conspiring 	19.8456
estimate will cost taxpayers 	19.8196
sell through Salomon Brothers 	19.7969
bribe jamaican officials to 	19.795
merge its cellular-phone businesses 	19.7605
combine Fresenius USA and 	19.7553
retain their Lockheed holdings 	19.7138
stop doing index arbitrage 	19.7035
pursue other business interests 	19.6772
affect by Hurricane Hugo 	19.6576
affirm that Gentile-Jewish relations 	19.6563
fix number of trials 	19.6295
base in Los Angeles 	19.5413
glaze with two coats 	19.5013
say third-quarter net income 	19.4752
have become substantially empty 	19.4357
travel to Costa Rica 	19.3903
say net income rose 	19.3833
say net income jumped 	19.3792
lead by Salomon Brothers 	19.3669
continue offering discount phone 	19.3579
provide almost absolute fallout 	19.3164
prefer stock purchase rights 	19.3104
subject to restorative procedure 	19.3061
overcome budget obstacles in 	19.3046
point an accusing finger 	19.2359
be Amos C. Barstow 	19.1919
cut short-term interest rates 	19.186
satisfy the differential equation 	19.1833
vary widely by location 	19.1538
profit from fleeting price 	19.1084
make margins consistent across 	19.1059
weigh only six pounds 	19.1031
pass through dowex-2-chloride twice 	19.0887
pay stock dividends instead 	19.0807
be executive vice president 	19.0725
release two weeks ago 	19.0279
base in Beverly Hills 	19.0028
say Mr. von der 	18.9708
certify pursuant to section 	18.9484
operate electronic business information 	18.9436
emerge from bankruptcy-law protection 	18.936
violate the ABM treaty 	18.9302
order LTV to reassume 	18.8933
subject to restorative forces 	18.8875
file in Los Angeles 	18.8725
test for antibody activity 	18.8682
engage in local benefit-seeking 	18.849
supply the hilar lymph 	18.7596
expire in December closed 	18.7299
cause by Hurricane Hugo 	18.7244
resume dividend payments with 	18.7211
broadcast the World Series 	18.7195
adjust for constant maturity 	18.7001
hire an investment banker 	18.699
scale back their purchases 	18.6877
have been overly optimistic 	18.6811
make illegal political contributions 	18.6398
say unconsolidated pretax profit 	18.6392
include Chevrolet Prizm and 	18.6357
end up becoming partners 	18.6096
grow from hybrid seeds 	18.6054
compare with net income 	18.6016
win a Pulitzer Prize 	18.5989
sentence to life imprisonment 	18.5986
square positions ahead of 	18.5649
oversee trading on Nasdaq 	18.5551
reject blacks for mortgage 	18.542
intend to counter discrimination 	18.5187
plead guilty this week 	18.482
be named vice president 	18.4604
offer three Paribas shares 	18.4444
earn an achievement test 	18.4424
toss his glove away 	18.4408
have gone badly awry 	18.438
inhibit learning and lead 	18.4155
plead guilty and paid 	18.4095
sell its Baby Ruth 	18.3987
indict last October on 	18.3724
exercise a line-item veto 	18.3696
lead by Morgan Stanley 	18.3665
account for nearly half 	18.3651
top the most-active list 	18.3522
name president and chief 	18.3418
end on brokers screens 	18.3408
revive a failed labor-management 	18.3282
mix type of complete 	18.3256
exert by surface tension 	18.3135
maintain orderly trading when 	18.3099
boost its quarterly dividend 	18.2905
base in San Francisco 	18.2479
face stiff competition from 	18.2365
obtain by rotating C 	18.2232
agree to acquire Pace 	18.2135
rate triple-A by both 	18.2077
discount its major beer 	18.2067
cover investing issues from 	18.1978
quash any prospects for 	18.193
press demands for democratic 	18.1823
use an optimal af-stage 	18.1691
be named senior vice 	18.1689
compare actual profit with 	18.1619
win the Jamaica Tourist 	18.1468
experience an unusually heavy 	18.1386
notify foreign dictators of 	18.1336
revitalize classics take the 	18.1231
hold by KLM Royal 	18.1229
forfeit all rights under 	18.0939
annualized interest rates on 	18.0789
multiply the result obtained 	18.0639
signal any fundamental change 	18.0503
lend only minor support 	18.0478
base on sounder values 	18.0325
say net income dropped 	18.0215
be named chief executive 	18.0212
tend to express itself 	17.9674
base in New York 	17.9584
charter three planes to 	17.9429
prepare to inject massive 	17.9419
be named executive vice 	17.929
file for bankruptcy protection 	17.907
debate a debt-limit increase 	17.906
adjust for normal seasonal 	17.9025
tell Hanford his son 	17.9015

Compilation finished at Sat Mar 31 11:35:28
