Hacking at the Voynich manuscript
Notebook - volume 8
Warning: these notebooks aren't strictly chronological logs.
Sometimes I go back and redo things, clarify comments,
delete garbage, etc.
Summary of previous notebooks
=============================
On 97-07-05 I obtained Landini's interlinear transcription of the
VMs, version 1.6 (landini-interln16.evt) from
http://sun1.bham.ac.uk/G.Landini/evmt/intrln16.zip
I manually extracted from it a homogeneous, full-text sample
bio-m-evt.evt, consisting of pages 147-166 (f75r--f84v) of the
"biological" section, in Currier's Language B, hand 2. This section
includes Currier's and Friedman's transcriptions. Currier's seems
to be the most complete of them.
The two versions have many differences (affecting 5-10% of the
words), and often disagree even in the grouping of symbols: where
one sees two words the other sees a single word, what is [A] for one
may be [CI] for the other, and so on.
So I decided to break all characters doen to individual "logical"
strokes, and use one (computer) character to encode each stroke.
I called this new encoding "jsa" (Jorge's Super-Analytic).
After mapping to jsa, I generated a "consensus" version
of the biological section, and got these digraph counts:
q o c i l g y s x j u TOT
----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- -----
. 1398 965 1877 361 60 . . . . . . 4661
q 1 . 1229 18 . 1 154 . . . 700 . 2103
o 21 486 1 63 1087 1071 . . . . . . 2729
c 4 167 176 6137 1209 232 2114 2921 1019 . . . 13979
i 4 1 1 8 1997 2 . . 560 1616 37 457 4683
l . . . . . . 16 . . . 1566 . 1582
g 52 . 74 2150 4 4 . . . . . . 2284
y 2790 26 2 47 13 43 . . . . . . 2921
s 463 1 99 1013 1 2 . . . . . . 1579
x 827 24 105 488 5 167 . . . . . . 1616
j 46 . 76 2175 6 . . . . . . . 2303
u 453 . 1 3 . . . . . . . . 457
----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- -----
TOT 4661 2103 2729 13979 4683 1582 2284 2921 1579 1616 2303 457 40897
Some conclusions we get from this and other data:
The valid \i/ sequences are \ij/ \is/ \iis/ \iiu/ \iiiu/ \ix/;
the others are likely to be scription or transcription errors.
\ci/ and \o/ are lexically similar but distinct glyphs.
The suffixes \ij/, \is/, \iiu/, and \iiiu/ are preceded
almost exclusively by \ci/ and strictly word-final. It seems
plausible that these are errors:
\oij/ (4 occurrences) should be \ciij/ ( 32 occurrences)
\oiiu/ (2 occurrences) should be \ciiiu/ (109 occurrences)
\ciiu/ (4 occurrences) should be \ciiiu/ (109 occurrences)
\oiiiu/ (9 occurrences) should be \ciiiiu/ (329 occurrences)
\ciiiiiu/ (4 occurrences) should be \ciiiiu/ (329 occurrences)
\ciiix/ (2 occurrences) should be \ciix/ (403 occurrences)
\ciiis/ (19 occurrences) may also be a misreading of \ciis/ (291 occurrences).
\cg/ is always a glyph.
\qo/ is a combination that occurs only in word-initial position.
\qc/ is likely to be a misreading/miswriting of \qo/.
\cy/ is always a glyph, almost certainly a final form of \ci/.
\qj/, \lj/, \qg/, \lg/ are glyphs.
\cs/ is a glyph closely related to (but distinct from) \c/.
\ccg/ is almost always followed by \ci/ or \cy/.
Here "glyph" means a group of strokes that can be treated as a single symbol
for analysis; it may actually be part of a larger, still unrecognized symbol.
Summarizing again:
\iiiu/, \iiu/, \iis/, \ij/
The ziggies: strictly final, preceded always by \ci/ or,
more rarely, by \o/.
\ix/
Usually initial or preceded by \ci/ or \o/;
followed by any letter except ziggies and \qo/,
\ix/, \is/
\is/
Similar to \ix/ except that it cannot be
followed by capitals or \cg/, either.
\cy/
Almost always final, but occasionaly followed by other letters.
Preceded by about the same letters as \ci/; indeed, it is
probably the final form of \ci/.
\cg/
May be followed by many letters, most often \cy/ and \ci/.
Almost always prededed by \c/, or initial; rarely by \ix/
or \o/.
\cs/
Most often followed by \c/, somewhat less often by \o/,
\ci/, or word break. Most often initial, but also
preceded by \ix/, gallows, \c/, \cy/, \cg/, \is/.
\lj/, \qj/
The H-gallows: Very similar to each other, different from the
rest, but somewhat similar to the P-gallows. They probably
combine with \c/ on both sides to make glyphs. It is very
likely that \l/ and \q/ are exactly equivalent.
\lg/, \qg/
The P-gallows: Very similar to each other, different from the
rest, but somewhat similar to the P-gallows. They probably
combine with \c/ on both sides to make glyphs. It is very
likely that \l/ and \q/ are exactly equivalent. They may be
merely ornate forms of some letter, or several letters (\cg/,
perhaps), used mainly in the first line of each paragraph (and
perhaps of each page?)
\qo/
Strictly initial, almost always followed by a capital.
Sometimes misread as \qc/?
\ci/
May be followed only by the ziggies, \ix/, or \ir/
only. Often follows a capital, but also \cg/,
\cs/, \c/, \ix/, \is/, or word break.
\o/
Similar to \a/, but is very often word-initial.
Other conclusions:
* The manuscript does not appear to use any hyphenation mark. Either
words are not broken across lines, which would be unusual, or they
are broken without any extra marks. Such word breaks may
result in statistical anomalies at the beginning and end of lines.
Could this explain Currier's claim that lines are "functional units"?
* Note that parsing sequences like \cij/, \ciis/, and \ciiis/ requires
some care: the right parsings are c+ij, c+iis, ci+iis.
* The parsing of \ciis/ is ambiguous: ci+is or c+iis. Declaring
\ciiis/ to be a misreading of \ciis/ would remove the ambiguity.
* The parsing of \ciiiu/ is ambiguous, too; but since the \iu/
series does not seem to follow a bare \c/, it seems safe to parse
it as ci+iiu.
* The gallows characters \qj/ and \lj/ appear to be closely related:
for every common word with \lj/, there appears to be a
a word with \qj/ that occurs with about 1/4 the frequency.
* There seems to be a kinship between the glyphs \cs/
(when not attached to the following \c/s)
\ir/, and the gallows \lj/ and \qj/ (also, when unattached).
* The same phenomenon can be noted with respect to prefixes
containing \cc/ and \csc/: for every word beginning with \cc/,
there is a word where the first \cc/ is replaced by \csc/,
and practically the same frequency.
* There apepars to be much confusion between the suffixes \iu/
and \iiiu/. They are almost surely distinct letters, but in
about one half of the cases, Currier sees \iiu/ where Friedman
has \iiiu/.
* There appears to be much confusions between \o/ and \ci/.
The strings of \c/, \cs/, \lj/, \qj/, \lg/, \qg/ must be treated
together, after collapsing the glyphs listed above, since there
seem to be glyphs consisting of gallows preceded and followed by
\c/ or \cc/. When this is taken into account, we can see that
a single \c/ is not a glyph, but \cs/ is. In fact, after
shrinking \ci/ to `a', \cs/ to `z', the gallows to `H' or `P', the
only possible glyphs of the form [czHp]* with length at most 3 are
freq glyph
---- -----
795 H
52 P
152 z
138 cc
70 zc
482 Hc
484 ccc
439 zcc ?
493 Hcc ?
19 cHc
4 cPc
The ones marked `?' may be composite, z+cc and H+cc, but this hypothesis
does not seem very likely (perhaps they are *sometimes* composite?)
The significant strings of length 4 that cannot be parsed into the glyphs above
are
20 cHcc
4 cPcc
Strings with 4 or more [czHP]'s tend to be quite ambiguous.
Looking at the raw texts, it seems that the main source of "?"s is
the confusion between "M" and "N" by Currier and/or Friedman. So I
decided to map both [N] and [M] (and other lookalikes) to "m".
I christened the new encoding "hop".
--- fsg2hop ------------------------
#! /n/gnu/bin/gawk -f
# Recoding an interlinear file from the FSG alphabet to
# my Lossy Ad-hoc Semi-Analytic Fault-Tolerant encoding
BEGIN {
print "# Output of fsg2hop - Stolfi's Semi-Analytic Fault-Tolerant alphabet"
}
/^ *$/ { print; next }
/^ *#/ { print; next }
/^<[^>.;]*>/ { print; next }
/^<[^>]*\.[^>]*;[A-Z]> / {
curtxt = substr($0,20)
# We discard "%" and "!" since the conversion
# will destroy synchronism anyway.
gsub(/[%!]/, "", curtxt);
# First, the conversion from FSG to JSA (Stolfi's super-analytic)
gsub(/IIIK/, "iiiij", curtxt);
gsub(/IIIL/, "iiiiu", curtxt);
gsub(/IIIR/, "iiiis", curtxt);
gsub(/IIIE/, "iiiix", curtxt);
gsub(/IIE/, "iiix", curtxt);
gsub(/IIR/, "iiis", curtxt);
gsub(/IIK/, "iiij", curtxt);
gsub(/HZ/, "cqjc", curtxt);
gsub(/PZ/, "cqgc", curtxt);
gsub(/DZ/, "cljc", curtxt);
gsub(/FZ/, "clgc", curtxt);
gsub(/IE/, "iix", curtxt);
gsub(/IR/, "iis", curtxt);
gsub(/IK/, "iij", curtxt);
gsub(/2/, "cs", curtxt);
gsub(/4/, "q", curtxt);
gsub(/6/, "cj", curtxt);
gsub(/7/, "ig", curtxt);
gsub(/8/, "cg", curtxt);
gsub(/A/, "ci", curtxt);
gsub(/C/, "c", curtxt);
gsub(/D/, "lj", curtxt);
gsub(/E/, "ix", curtxt);
gsub(/F/, "lg", curtxt);
gsub(/G/, "cy", curtxt);
gsub(/H/, "qj", curtxt);
gsub(/I/, "i", curtxt);
gsub(/K/, "ij", curtxt);
gsub(/L/, "iu", curtxt);
gsub(/M/, "iiiu", curtxt);
gsub(/N/, "iiu", curtxt);
gsub(/O/, "o", curtxt);
gsub(/P/, "qg", curtxt);
gsub(/R/, "is", curtxt);
gsub(/S/, "csc", curtxt);
gsub(/T/, "cc", curtxt);
gsub(/V/, "?", curtxt);
gsub(/Y/, "?", curtxt);
# Now, the conversion from JSA to HOP:
gsub(/[ql]j/, "H", curtxt);
gsub(/[ql]g/, "P", curtxt);
gsub(/cs/, "z", curtxt);
gsub(/ij/, "k", curtxt);
gsub(/ix/, "e", curtxt);
gsub(/is/, "r", curtxt);
gsub(/iiu/, "n", curtxt);
gsub(/y/, "i", curtxt);
gsub(/ci/, "a", curtxt);
gsub(/cg/, "8", curtxt);
gsub(/ir/, "w", curtxt);
gsub(/i*n/, "m", curtxt);
print (substr($0,1,19) curtxt);
next
}
------------------------------------
97-09-20 stolfi
===============
I decided to "change subject" for a while, and look at the other sections
of the VMs. So I created (by hand) two new extracts from Landini's
interlinear 1.6:
hea-m-evt.evt
Herbal section, Currier language A, hand 1; pages
1--22 = f1r--f11v
23--48 = f13r--f25v
51--58 = f27r--f30v
61--62 = f32r--f32v
67--74 = f35r--f38v
81--82 = f42r--f42v
85--88 = f44r--f45v
91--92 = f47r--f47v
94--96 = f48v--f49v
99--106 = f51r--f54v
109--110 = f56r--f56v
113 = f58r
heb-m-evt.evt
Herbal section, Currier language B, hand 2; pages
49--50 = f26r--f26v
59--60 = f31r--f31v
63--66 = f33r--f34v
75--80 = f39r--f41v
83--84 = f43r--f43v
89--90 = f46r--f46v
93 = f48r
97--98 = f50r--f50v
107--108 = f55r--f55v
111 = f57r
118 = f66v
These extracts contain only fragments of "normal" text; labels and tables
("key-like sequences") were left out.
Next I converted these files to the "hop" encoding:
foreach f (hea heb)
cat ${f}-m-evt.evt \
| fsg2hop \
> ${f}-m-hop.evt
end
Then I built the consensus versions:
foreach f (hea heb)
cat ${f}-m-hop.evt \
| make-consensus-interlin \
> ${f}-x-hop.evt
cat ${f}-x-hop.evt \
| egrep '^<.*;J> ' \
| sed \
-e 's/{[^}]*}//g' \
> ${f}-j-hop.evt
end
Some obvious differences between this sample and the Bio section
are the occurrence of "-" between words (and not only as Landini's
end-of-line marker) and a substantial number of loose "i"s.
For the time being I will fix extract-words-from-interlin to treat
non-final "-" as a word space, and accept loose "i"s as letters.
Finally I extracted the running texts and words:
foreach f (hea heb)
extract-words-from-interlin \
-chars "aocz8HPierqkmw" \
${f}-j-hop.evt \
${f}-j-hop
end
lines words bytes file
------ ------- --------- ------------
9229 9229 47233 hea-j-hop.wds
2300 2300 15681 hea-j-hop.dic
6803 6803 36417 hea-j-hop-gut.wds
1513 1513 9948 hea-j-hop-gut.dic
1360 1360 3912 hea-j-hop-fun.wds
9 9 46 hea-j-hop-fun.dic
1066 1066 6904 hea-j-hop-bad.wds
778 778 5687 hea-j-hop-bad.dic
23058 23058 125828 total
3160 3160 17293 heb-j-hop.wds
1124 1124 7663 heb-j-hop.dic
2346 2346 12923 heb-j-hop-gut.wds
740 740 4663 heb-j-hop-gut.dic
357 357 1041 heb-j-hop-fun.wds
5 5 34 heb-j-hop-fun.dic
457 457 3329 heb-j-hop-bad.wds
379 379 2966 heb-j-hop-bad.dic
8568 8568 49912 total
Digraph counts for Herbal-A:
TT a o c z 8 H P i e r q k m w
----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- -----
6803 . 521 1024 1899 883 1175 532 105 . 34 40 586 3 1 .
a 4790 2291 6 9 71 19 62 312 26 35 359 362 . 121 1068 49
o 4718 352 103 12 172 70 463 1308 89 7 1172 827 2 68 72 1
c 8814 44 1718 2291 3774 70 70 684 102 . 10 5 . 1 45 .
z 1270 216 94 64 888 4 . 4 . . . . . . . .
8 1890 132 1375 146 162 46 7 6 3 . 12 1 . . . .
H 2870 37 713 429 1565 122 4 . . . . . . . . .
P 329 8 40 37 228 13 3 . . . . . . . . .
i 51 1 . 1 1 3 1 2 1 9 2 . . 13 . 17
e 1592 1201 118 82 35 38 93 18 3 . . 2 1 1 . .
r 1238 1074 96 35 18 2 9 . . . 2 . . . 2 .
q 589 . 1 583 1 . . 4 . . . . . . . .
k 207 206 . 1 . . . . . . . . . . . .
m 1189 1182 2 2 . . 2 . . . . 1 . . . .
w 67 59 3 2 . . 1 . . . 1 . . . 1 .
----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- -----
TOT 36417 6803 4790 4718 8814 1270 1890 2870 329 51 1592 1238 589 207 1189 67
Digraph counts for Herbal-B:
TT a o c z 8 H P i e r q k m w
----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- -----
2346 . 331 524 454 259 270 195 53 . 33 10 215 2 . .
a 2208 1102 1 1 15 8 12 140 21 14 177 277 . 82 319 39
o 1160 39 19 4 44 29 161 494 44 . 203 120 . 2 1 .
c 2978 16 309 281 1470 36 579 249 34 . 2 . . . 2 .
z 377 80 40 4 250 1 . . 1 . 1 . . . . .
8 1067 41 968 23 22 7 . . 1 . 4 1 . . . .
H 1109 14 408 61 605 17 3 . . . 1 . . . . .
P 158 7 34 14 92 7 4 . . . . . . . . .
i 15 . . . 2 . . . 1 1 . . . 4 . 7
e 423 245 49 26 20 11 36 31 3 . 1 1 . . . .
r 409 348 46 9 1 2 2 . . . 1 . . . . .
q 215 . . 212 3 . . . . . . . . . . .
k 90 89 1 . . . . . . . . . . . . .
m 322 321 1 . . . . . . . . . . . . .
w 46 44 1 1 . . . . . . . . . . . .
----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- -----
TOT 12923 2346 2208 1160 2978 377 1067 1109 158 15 423 409 215 90 322 46
Next-symbol probability (× 99) for Herbal-A:
SP a o c z 8 H P i e r q k m w
-- -- -- -- -- -- -- -- -- -- -- -- -- -- --
SP| . 8 15 28 13 17 8 2 . . 1 9 . . .
a| 47 . . 1 . 1 6 1 1 7 7 . 3 22 1
o| 7 2 . 4 1 10 27 2 . 25 17 . 1 2 .
c| . 19 26 42 1 1 8 1 . . . . . 1 .
z| 17 7 5 69 . . . . . . . . . . .
8| 7 72 8 8 2 . . . . 1 . . . . .
H| 1 25 15 54 4 . . . . . . . . . .
P| 2 12 11 69 4 1 . . . . . . . . .
i| 2 . 2 2 6 2 4 2 17 4 . . 25 . 33
e| 75 7 5 2 2 6 1 . . . . . . . .
r| 86 8 3 1 . 1 . . . . . . . . .
q| . . 98 . . . 1 . . . . . . . .
k| 99 . . . . . . . . . . . . . .
m| 98 . . . . . . . . . . . . . .
w| 87 4 3 . . 1 . . . 1 . . . 1 .
-- -- -- -- -- -- -- -- -- -- -- -- -- -- --
TOT| 18 13 13 24 3 5 8 1 0 4 3 2 1 3 0
Next-symbol probability (× 99) for Herbal-B:
SP a o c z 8 H P i e r q k m w
-- -- -- -- -- -- -- -- -- -- -- -- -- -- --
SP| . 14 22 19 11 11 8 2 . 1 . 9 . . .
a| 49 . . 1 . 1 6 1 1 8 12 . 4 14 2
o| 3 2 . 4 2 14 42 4 . 17 10 . . . .
c| 1 10 9 49 1 19 8 1 . . . . . . .
z| 21 11 1 66 . . . . . . . . . . .
8| 4 90 2 2 1 . . . . . . . . . .
H| 1 36 5 54 2 . . . . . . . . . .
P| 4 21 9 58 4 3 . . . . . . . . .
i| . . . 13 . . . 7 7 . . . 26 . 46
e| 57 11 6 5 3 8 7 1 . . . . . . .
r| 84 11 2 . . . . . . . . . . . .
q| . . 98 1 . . . . . . . . . . .
k| 98 1 . . . . . . . . . . . . .
m| 99 . . . . . . . . . . . . . .
w| 95 2 2 . . . . . . . . . . . .
-- -- -- -- -- -- -- -- -- -- -- -- -- -- --
TOT| 18 17 9 23 3 8 8 1 0 3 3 2 1 2 0
Previous-symbol probability (× 99) for Herbal-A:
SP a o c z 8 H P i e r q k m w
-- -- -- -- -- -- -- -- -- -- -- -- -- -- --
SP| . 11 21 21 69 62 18 32 . 2 3 98 1 . .
a| 33 . . 1 1 3 11 8 68 22 29 . 58 89 72
o| 5 2 . 2 5 24 45 27 14 73 66 . 33 6 1
c| 1 36 48 42 5 4 24 31 . 1 . . . 4 .
z| 3 2 1 10 . . . . . . . . . . .
8| 2 28 3 2 4 . . 1 . 1 . . . . .
H| 1 15 9 18 10 . . . . . . . . . .
P| . 1 1 3 1 . . . . . . . . . .
i| . . . . . . . . 17 . . . 6 . 25
e| 17 2 2 . 3 5 1 1 . . . . . . .
r| 16 2 1 . . . . . . . . . . . .
q| . . 12 . . . . . . . . . . . .
k| 3 . . . . . . . . . . . . . .
m| 17 . . . . . . . . . . . . . .
w| 1 . . . . . . . . . . . . . .
Previous-symbol probability (× 99) for Herbal-B:
SP a o c z 8 H P i e r q k m w
-- -- -- -- -- -- -- -- -- -- -- -- -- -- --
SP| . 15 45 15 68 25 17 33 . 8 2 99 2 . .
a| 47 . . . 2 1 12 13 92 41 67 . 90 98 84
o| 2 1 . 1 8 15 44 28 . 48 29 . 2 . .
c| 1 14 24 49 9 54 22 21 . . . . . 1 .
z| 3 2 . 8 . . . 1 . . . . . . .
8| 2 43 2 1 2 . . 1 . 1 . . . . .
H| 1 18 5 20 4 . . . . . . . . . .
P| . 2 1 3 2 . . . . . . . . . .
i| . . . . . . . 1 7 . . . 4 . 15
e| 10 2 2 1 3 3 3 2 . . . . . . .
r| 15 2 1 . 1 . . . . . . . . . .
q| . . 18 . . . . . . . . . . . .
k| 4 . . . . . . . . . . . . . .
m| 14 . . . . . . . . . . . . . .
w| 2 . . . . . . . . . . . . . .
N-gram entropies for herbal-A: H1 = 3.148 H2 = 2.053
N-gram entropies for herbal-B: H1 = 3.150 H2 = 1.982
At this level, the differences between the two susbsets
seem to be mainly confined to the "a"/"o" split (the
total frequency is the same!) and the greater use of "8"
in Herbal-B (8%) against Herbal-A (5%).
Not surprisingly, the word frequencies look quite different.
A quick examination suggests that Herbal-B tends to use
the "8a" ending ("8G" in FSG) in some cases where Herbal-A
uses something else. To check this hunch, I recomputed
the word frequencies, mapping "o" to "a".
I also split the Herbal-A sample into two sets,
initial and final, all trimmed to same size (2300 words).
foreach f ( hea heb )
cat ${f}-j-hop-gut.wds \
| sed -e 's/o/a/g' \
| tail -2300 \
> .${f}.wds
end
cat hea-j-hop-gut.wds \
| head -2300 \
| sed -e 's/o/a/g' \
> .hec.wds
foreach f ( hea hec heb )
cat .${f}.wds \
| sort | uniq -c \
| sort +0 -1nr \
> .${f}.frq
end
Here is the result:
H-A initial H-A final H-B whole
----------- ----------- -----------
138 8am 156 8am 83 ar
83 ccae 81 ccae 67 8am
44 aHa 76 ccar 57 am
44 aHae 61 cHca 55 ccc8a
43 cca 57 8a 51 aHar
41 zca 52 cca 47 aHam
38 zcae 42 z 46 8ar
36 ccar 42 zca 45 aHc8a
35 8a 41 aHcca 41 qaHc8a
33 aHam 37 zcae 40 8a
32 cHca 35 8ar 38 cccHca
31 aHcca 34 aHam 36 aHae
31 ccca 32 8ae 36 aHcc8a
30 qaHcca 31 aHa 35 cc8a
28 8ae 31 qaHcca 32 ae
26 z 30 aHae 29 zcc8a
25 8ar 30 zcar 27 8ae
24 aHar 29 Hcca 25 aHa
22 ar 28 cHcar 25 qaHcc8a
21 Hae 24 a 24 Har
21 cHcae 21 zcca 23 aHcca
19 zcar 20 ccaHa 23 qaHar
18 ae 19 aHccar 22 Hcc8a
18 qaHa 19 qaHa 21 cccHa
17 Hcca 18 Ha 20 aHak
17 ccam 18 ar 19 8ak
16 8ak 18 cHcae 18 Hc8a
16 aHccar 18 ccam 18 z
16 ccaHa 18 ccca 16 aHca
16 qaHae 17 Ham 16 zc8a
15 am 17 ae 15 ccca
15 cHcar 17 cccar 15 zam
14 Ham 14 aHar 14 qaHae
14 Hccae 14 cca8a 13 qaHam
14 aHccae 14 cccHca 13 zcca
14 qaHar 14 zam 12 a
14 zcca 13 a8am 12 qaHcca
13 Har 13 am 11 Ham
13 cca8a 12 Hae 11 a8a
13 ccaHcca 12 aHccae 11 aram
13 cccae 11 8 11 cca8a
13 zam 11 8cca 11 zcae
12 cHcca 11 Hccar 10 Hcca
11 8 11 cca8am 10 Hccc8a
11 aHccca 10 8ak 10 cHca
10 cccHa 10 cHcca 10 ccae
10 cccar 10 qaHar 10 ccar
10 qaHam 9 cHcam 10 ccca8a
10 zae 9 ccak 10 ccccHca
9 aHca 9 zcam 9 Hae
8 Hccca 9 zccca 9 a8am
8 aHak 8 8aw 9 aHca8a
8 aHcae 8 Hccae 9 aHcae
8 aam 8 Hzca 9 aeam
8 cccHca 8 aHzca 8 aHaw
Let's try to generate a single comparative table of word
frequencies. We will use only the ".hea" and ".heb" samples, in the
hope that pairs of corresponding words end up close to each other:
/bin/rm -f .join.frq
/bin/touch .join.frq
set ofmt = "0"
@ i = 1
set noglob
set samples = ( hea heb )
foreach f ( ${samples} )
echo "${i} ${f}"
/bin/rm -f .part-${i}.frq
cat .${f}.wds \
| sort \
| uniq -c \
> .part-${i}.frq
/n/gnu/bin/join -a 1 -a 2 -j1 2 -e 0 -o "${ofmt},1.1" \
.part-${i}.frq .join.frq > .tmp.frq
@ i = ${i} + 1
set ofmt = "${ofmt},2.${i}"
mv .tmp.frq .join.frq
end
unset ofmt i noglob
( echo "# ${samples}"; cat .join.frq ) \
| add-counts \
| gawk \
'(NR<=2) {print (" " $0)} (NR>2) { printf "%+5d%s\n", ($3-$2), $0 }' \
> .hem.frq
Here is the result, listing only words with difference 5 or more,
sorted by difference:
DIF TOT hea heb DIF TOT hea heb
---- ---- ---- ---- ---- ---- ---- ----
+61 105 22 83 ar -73 93 83 10 ccae
+52 58 3 55 ccc8a -71 205 138 67 8am
+42 72 15 57 am -36 50 43 7 cca
+41 41 0 41 qaHc8a -33 49 41 8 zca
+41 49 4 45 aHc8a -27 49 38 11 zcae
+31 41 5 36 aHcc8a -26 46 36 10 ccar
+30 46 8 38 cccHca -22 42 32 10 cHca
+28 30 1 29 zcc8a -20 22 21 1 cHcae
+28 42 7 35 cc8a -19 69 44 25 aHa
+27 75 24 51 aHar -18 42 30 12 qaHcca
+25 25 0 25 qaHcc8a -16 16 16 0 aHccar
+21 23 1 22 Hcc8a -16 18 17 1 ccam
+21 71 25 46 8ar -16 46 31 15 ccca
+17 19 1 18 Hc8a -14 16 15 1 cHcar
+15 17 1 16 zc8a -14 24 19 5 zcar
+14 50 18 32 ae -12 14 13 1 ccaHcca
+14 80 33 47 aHam -12 16 14 2 Hccae
+12 28 8 20 aHak -12 20 16 4 ccaHa
+11 11 0 11 aram -12 30 21 9 Hae
+11 31 10 21 cccHa -11 17 14 3 aHccae
+11 37 13 24 Har -11 25 18 7 qaHa
+10 10 0 10 Hccc8a -9 11 10 1 zae
+9 11 1 10 ccccHca -9 13 11 2 8
+9 37 14 23 qaHar -8 8 8 0 qacHca
+8 8 0 8 aPcc8a -8 44 26 18 z
+8 8 0 8 cc8ae -8 54 31 23 aHcca
+8 10 1 9 aHca8a -8 80 44 36 aHae
+8 10 1 9 aeam -7 7 7 0 cPca
+7 7 0 7 cccHc8a -7 7 7 0 ccaHar
+7 9 1 8 ccHa -7 9 8 1 qa8am
+7 13 3 10 ccca8a -7 17 12 5 cHcca
+7 25 9 16 aHca -7 27 17 10 Hcca
+6 6 0 6 cccz -6 6 6 0 8zcar
+6 6 0 6 zccHcca -6 10 8 2 za
+6 6 0 6 zccc8a -6 14 10 4 cccar
+6 16 5 11 a8a -5 5 5 0 Hccar
+5 5 0 5 Hca8a -5 5 5 0 aHzca
+5 5 0 5 Hzc8a -5 5 5 0 cPcam
+5 5 0 5 acHca -5 5 5 0 ccaHca
+5 5 0 5 qaHca8a -5 5 5 0 qa8ae
+5 9 2 7 aHccc8a -5 5 5 0 qaHccar
+5 11 3 8 aHaw -5 9 7 2 8cca
+5 19 7 12 a -5 9 7 2 ccak
+5 75 35 40 8a -5 11 8 3 aam
-5 17 11 6 aHccca
-5 21 13 8 cccae
Here are the shared words, sorted by min frequency:
MIN DIF TOT hea heb
---- ---- ---- ---- ----
67 -71 205 138 67 8am
36 -8 80 44 36 aHae
35 +5 75 35 40 8a
33 +14 80 33 47 aHam
27 -1 55 28 27 8ae
25 +21 71 25 46 8ar
25 -19 69 44 25 aHa
24 +27 75 24 51 aHar
23 -8 54 31 23 aHcca
22 +61 105 22 83 ar
18 -8 44 26 18 z
18 +14 50 18 32 ae
16 +3 35 16 19 8ak
15 +42 72 15 57 am
15 -16 46 31 15 ccca
14 +9 37 14 23 qaHar
14 -2 30 16 14 qaHae
13 +2 28 13 15 zam
13 -1 27 14 13 zcca
13 +11 37 13 24 Har
12 -18 42 30 12 qaHcca
11 -2 24 13 11 cca8a
11 -3 25 14 11 Ham
11 -27 49 38 11 zcae
10 +3 23 10 13 qaHam
10 -7 27 17 10 Hcca
10 +11 31 10 21 cccHa
10 -22 42 32 10 cHca
10 -26 46 36 10 ccar
10 -73 93 83 10 ccae
9 +7 25 9 16 aHca
9 -12 30 21 9 Hae
8 +1 17 8 9 aHcae
8 -5 21 13 8 cccae
8 +12 28 8 20 aHak
8 +30 46 8 38 cccHca
8 -33 49 41 8 zca
7 +5 19 7 12 a
7 -1 15 8 7 Hccca
7 +28 42 7 35 cc8a
7 -11 25 18 7 qaHa
7 -36 50 43 7 cca
6 +0 12 6 6 zccca
6 +1 13 6 7 zar
6 +3 15 6 9 a8am
6 -5 17 11 6 aHccca
5 +0 10 5 5 zccae
5 +6 16 5 11 a8a
5 -1 11 6 5 aHaea
5 -2 12 7 5 8aw
5 -7 17 12 5 cHcca
5 +31 41 5 36 aHcc8a
5 -14 24 19 5 zcar
Here are the 434 words that occur only in .hea.wds:
8Har 8Hzcae 8a8 8a8am 8a8ar 8aHae 8aHara 8acca8 8ae8am 8aeaez
8aeak 8aecc8a 8aecca 8aeccar 8aek 8aiik 8aram 8awe 8az 8cHca
8cca8am 8ccaHcca 8ccae8a 8ccaea 8ccar 8ccawak 8cccHca 8ccca
8ccca8am 8cccae 8cccca 8ccccca 8ccza 8cm 8ez 8zca 8zca8a 8zca8ae
8zcaea 8zcar 8zcccca H8aHcccPca Ha8 Ha88a Ha8ae Ha8am Ha8e HaPccca
Haa Hae8ae Haea Haear Haecczcae Haezccccz Ham8ae Harccca Haz Hazca
Hazcca Hcam Hcar Hcc88a Hcc8ae HccHcca Hcca8am HccaH HccaHa Hccaar
Hccaea Hccaeae Hccam Hccar Hccaz Hcccae Hcccar Hcccaz Hcccca Hcccz
Hzc Hzca8Pa Hzca8a HzcaHae Hzcaea Hzcaeae Hzcam Hzcar Hzcca
Hzcca8a Pa Pa8aea Pa8aiw PaHa8ae Pae8 Paer Pazca8a Pcca8ae Pcca8am
PccaHcca Pccak Pccca8ae Pcccae Pcccar Pzcaeak a8 a8aeaea a8aear
a8aik a8cca a8cca8a a8cm a8zc a8zcccae aHa8 aHa8aea aHaHar aHaa
aHaea8a aHaear aHaeaz aHaeccae aHaez aHaiPak aHara8 aHaraecca
aHarara aHarccae aHazca aHca8cca aHcaHcar aHcacca aHcae8 aHcae8a
aHcak aHcam aHcara aHcc8ak aHccaHa aHccaP aHccaaea aHccaccar
aHccaeae aHccaeqa8 aHccak aHccam aHccar aHccar8a aHccc8ae aHccca8
aHcccar aHcccz aHcczca aHcra aHzc aHzca aHzcae aHzcam aHzcca aPa8
aPa8am aPaeHcar aPam aPcca8 aPccae aPccae8a aPccam aPccar
aPccca8ae aPcccae aPccccar aPzcaea aPzccaeam aaHa aaHc8a aaeHae
aaw acHc acHcae accaHcca accaHccca accacHca accacHcca accae accaea
accaiHa accar acccHca8 acccar aeHcae aeHccca aeHzca aeHzcca
aePccak aeaea aeaez aecHar aecca aeccaHae aeccacPca aeccak aecccar
aeccccHa aecczca aezcck aqaHaeHaea aracPca arae8ar araeccca arar
arara arawaea arccar arcccca azae azca azcae azcaezca azccacHca
azccae azzccae cHa cHaHcca cHca8 cHca88 cHca8a cHcacca cHcacccca
cHcae8a cHcaea cHcak cHcam cHcaz cHcca8a cHccae cHccar cHcccca
cHcccz cPca cPca8ae cPcaHccae cPcae cPcam cPcar cPcara8z cPcca8ar
cPcccam cPcccar caeak ccHa8ae ccHar ccHccar ccHzcar ccPae cca8
cca8ae8a cca8aea ccaH ccaHa8a ccaHaHar ccaHak ccaHam ccaHar
ccaHaram ccaHarcm ccaHaw ccaHca ccaHcca8a ccaHcca8am ccaHccaHa
ccaHccae ccaHccar ccaHccca ccaHcccae ccaHcccca ccaHccza ccaHcm
ccaHza ccaHzca ccaHzcae ccaP8am ccaPae8a ccaPcca ccaPccae
ccaaeHcca ccacHa ccacHca8a ccacHcca ccacPca ccacca ccaccar ccae8a
ccae8ae ccaeHak ccaePa ccaea ccaeaeHa ccaeaea ccaeaez ccaeam
ccaeraea ccaez ccaezca ccara ccara8a ccarae ccarar ccarm ccawae
ccazara ccazca ccc8aHa cccHc cccHcm cccPcae cccPccca cccaHa
cccacHar cccae8a cccaea cccam ccccH ccccar cccccHca8a ccccca
cczcae cm czc8a eHcca ea eae eae8a eara eaz ez ezcaPcca qHar qHcae
qHccaea qa qa8ae qa8aik qa8cHca qaH qaHa8 qaHa8ar qaHaHcca qaHaeak
qaHaear qaHaeaz qaHar8a qaHazcca qaHc qaHcca8 qaHccae qaHccam
qaHccar qaHccca8a qaHcccz qaHcm qaHzca qaHzcae qaPaik qaPar
qaParak qaPcca qaPccae qaPccar qaaPccae qaae8a qaamr qacHak qacHar
qacHca qacHcak qacHcam qacHcar qacHcca qacHccae qacPca qacPca8a
qacca qaezar qar qaram qazca qcca8ae zHam za8a za8ae zaHa8cm zaHam
zaHccae zacHca8a zae8 zaeae zaearaea zarar zazccaz zcHcca zca8ae
zca8am zcaHa zcaHae zcaHaeae zcaHar zcaHccaH zcaPcca zcaam zcaarar
zcacHar zcacHca zcaea zcaeaeak zcaeak zcaeam zcaear zcaez zcak
zcam zcaqaHa zcara zcara8a zcarae zcarak zccPccc8a zccacHcak
zccacHcca zccam zcccHae zcccHcca zccca8 zcccar zccccHcca zcccza
zccm
Here are the 396 words that occur only in .heb.wds:
8a8a8 8a8a8a 8a8e 8aHaea 8aHar 8aHc8a 8accc8a 8ae8ar 8aeam 8ama
8ar8a 8ara8a 8arae 8arak 8arzccPa 8awak 8cc8a 8cc8ar 8ccaHca 8ccaz
8cccHccc8a 8ccccHa 8ccccHcca 8r 8zc8a 8zcae 8zccae Ha8aea Ha8aeam
Ha8ar HaHar Haar Hacc8a Haccca Haccz Haccza Haea8a Haeak HaiPar
Hara8am Harae Haram Haraz Hc Hc8 Hc8am Hc8ar Hc8aw HcPca Hca8a
Hca8ae Hca8ar Hcc8am Hcc8ca HccHam HccPcca Hccaa Hccc8a Hccc8ar
Hcccc8cc8a Hczc8a Hzc8a Hzc8ar HzcaHca8a Hzcc8 Hzcc8ar Hzccca
P8aHam P8aw Pa8a Pa8aw Pacca Paccc8a Paear Paeccc8a Pak Pam Par
Parae Parar Paw Pcc8am Pcc8ar Pcc8aw Pcc8ea PccHcc8a Pccae Pccc8am
Pccca Pccca8a PcccacPca PcccacPcca PccccHa Pcccca8a Pzc8am Pzc8ar
Pzccar Pzccza a8ae a8aw a8ccz aH8a aHaHa aHaPar aHarar aHc8
aHc8a8a aHc8ae aHc8am aHc8ar aHca8aP aHcaak aHcaam aHcaea aHcaez
aHcaz aHcc8 aHcc8ae aHcc8am aHcc8ar aHcc8e aHcca8ak aHccaz aHcccae
aHccccHa aHccccae aHcczcm aHcm aHcz aHzcc8a aHzcca8 aP8a aP8ar
aPa8a aPae aPae8a aPar aParak aPcc aPcc8a aPcc8am aPccc8Pa aPcccHa
aPcccHam aPcccc aPcccz aPcczc8z aaHcc8a aaPccae ac8am acHam acHar
acHca acHcc8a acPcc8a acc8a accaaPa accc8 acccH acccaz accccHcca
acccz ae8 ae8a8a ae8ae ae8ar aeH aeHa aeHak aeHam aeHaw aeHc8a
aeHc8am aeHca aeHcc8ak aeHccc8a aeHcccca aePccc8a aea8a aeaam
aeacc8a aeaz aecc8am aeccae aecccHa aecccHca aecccae aecccca aee
aez aezcca aezccae aezccar aezccca aicHca aiicHca aik aiw akak
ar8a ara ara8 ara8a araea araear aram araw are arzcccHca azam azaw
azcaz azcc8aw azccaz azccc cHc8aea cHcc8a cHccaz cPc8a cPca8a
cPcc8ak cPccHcc8a cPcca8a cc8a8a cc8ae cc8aea cc8aeam cc8aear
cc8ak cc8cca ccHc8a ccHca8a ccHcca8 ccHcca8a ccHccca ccPa ccPar
cca8ae ccaar ccacHc ccacHc8a ccaeHa ccaeHae ccaea8a ccc8 ccc8ae
ccc8am cccH cccHa8a cccHae cccHaea cccHc8 cccHc8a cccHcak
cccHcca8a cccHcccca cccHe cccPa cccPae cccPam cccPcc8a cccPcca
cccPccae cccPcccPa ccca8ae cccaHca cccaP cccaar cccacH cccacHca
cccc cccc8a ccccHa ccccHak ccccHam ccccHc8a ccccP ccccPam ccccaa
ccccae ccccaz ccccc cccccca ccceae cccz cccza cce cczc8 cczca e
e8ar eHae eHc8a eHcc8a eHcca8a ePcc8a ea8am eaHae eaHar eaccz
eaeHcae eam ear ecc8a ecc8ae eccaar eccc8a eccca erar ezcaiw ezcc8
ezcca8a qa8ara qaH8a qaHae8ar qaHc8 qaHc8a qaHc8ar qaHca8a qaHcaz
qaHcc8 qaHcc8a qaHcc8ar qaHccz qaHcz qaHzcca8 qaPacHc8a qaPaw
qaPcc8a qaPccc8a qaPccc8ar qaPccccPa qaae qacHam qacHc8a qacHcc8a
qacc8am qae8ar qaeam qcHar qcP qcaHcca ra rak zPam zae8a zaeHam
zaeam zaik zaiw zaraiw zc8 zc8aea zc8am zc8cc8a zcHaw zcHccca
zca8a8a zcaHcc8a zcaHczca zcaPccc8a zcacHcca zcaccae zcaeHzca zcaz
zcc8ak zcc8ar zcc8ca zccH zccHa zccHae zccHak zccHc8a zccHc8cca
zccHca8 zccHcc8 zccHcca zccHccca zccHzcca zccP zccPcc8a zcca8
zccaPak zccacHa zccc zccc8a zcccHa zcccHar zcccHca zcccP zcccaea
zcczc zcczca zcz ze zzcaH
Mystery....
Let's concentrate on the words that begin with "c" or "z".
Here they are. It would seem that Herbal-B often uses
"c8a" where Herbal-A uses "ae"; but that is far from being
the whole story..
DIF TOT hea heb
---- ---- ---- ----
16 - 18 17 1 ccam
26 - 46 36 10 ccar
73 - 93 83 10 ccae
52 + 58 3 55 ccc8a
14 - 24 19 5 zcar
27 - 49 38 11 zcae
28 + 30 1 29 zcc8a
1 + 13 6 7 zar
9 - 11 10 1 zae
15 + 17 1 16 zc8a
6 - 14 10 4 cccar
5 - 21 13 8 cccae
7 + 13 3 10 ccca8a
22 - 42 32 10 cHca
20 - 22 21 1 cHcae
30 + 46 8 38 cccHca
36 - 50 43 7 cca
33 - 49 41 8 zca
28 + 42 7 35 cc8a
8 + 8 0 8 cc8ae
12 - 20 16 4 ccaHa
11 + 31 10 21 cccHa
12 - 14 13 1 ccaHcca
9 + 11 1 10 ccccHca
16 - 46 31 15 ccca
14 - 16 15 1 cHcar
8 - 44 26 18 z
7 + 9 1 8 ccHa
7 - 17 12 5 cHcca
6 - 10 8 2 za
5 - 9 7 2 ccak
2 - 24 13 11 cca8a
2 + 28 13 15 zam
1 - 27 14 13 zcca
0 + 10 5 5 zccae
0 + 12 6 6 zccca
97-09-21 stolfi
===============
Ok, let's go back to the search for "syllabes" in the Bio section.
Here is the chassification we had before:
cat bio-m-evt.evt \
| grep ';C>' \
| sed \
-e 's/{[^}]*}//g' \
-e 's/[\!%]//g' \
> .tmp-c-fsg.evt
cat bio-m-evt.evt \
| grep ';C>' \
| sed \
-e 's/{[^}]*}//g' \
-e 's/[\!%]//g' \
> .tmp-c-fsg.evt
extract-words-from-interlin \
-chars 'COG8EDA4TSHRNM2ZPIKLF' \
.tmp-c-fsg.evt \
.tmp-c-fsg
cat .tmp-c-fsg.txt \
| /n/gnu/bin/sed \
-e 's/$/ /g' \
-e 's/CI/A/g' \
-e 's/IL/N/g' \
-e 's/IN/M/g' \
-e 's/I*\([MNRK]\)/\1/g' \
-e 's/CM/AN/g' \
-e 's/OM/AM/g' \
-e 's/ON/AN/g' \
-e 's/DM/DAN/g' \
-e 's/HM/HAN/g' \
-e 's/4O/Q/g' \
-e 's/A /G /g' \
| /n/gnu/bin/tr ' ' '\012' \
| egrep -v '[*6LKI4/=]' \
| /n/gnu/bin/tr '\012' ' ' \
| fold -w 90 -s \
| /n/gnu/bin/sed \
-e 's/^ *//g' -e 's/ *$//g' -e 's/ */ /g' \
> .voyn.fsg
cat .voyn.fsg \
| tr -d ' \012' \
| fold -w 90 \
> .voyn.fss
cat .voyn.fss \
| tr -d ' \012' \
| /n/gnu/bin/sed \
-e 's/D/H/g' \
-e 's/F/P/g' \
-e 's/S/T/g' \
-e 's/N/M/g' \
-e 's/PZ/X/g' \
-e 's/HZ/X/g' \
\
-e 's/AM/m/g' \
-e 's/AR/r/g' \
-e 's/AE/e/g' \
-e 's/A/O/g' \
-e 's/8G/g/g' \
-e 's/OR/x/g' \
-e 's/OEH/f/g' \
-e 's/QEH/v/g' \
-e 's/OE/u/g' \
-e 's/QE/w/g' \
-e 's/OH/b/g' \
-e 's/QH/h/g' \
-e 's/OP/p/g' \
-e 's/QP/q/g' \
-e 's/EH/j/g' \
-e 's/TCC/a/g' \
-e 's/XCC/y/g' \
-e 's/TC/t/g' \
-e 's/XC/d/g' \
-e 's/CC/c/g' \
-e 's/R/2/g' \
\
-e 's/[mre]/m/g' \
-e 's/[Gg]/g/g' \
-e 's/[Ppq]/p/g' \
-e 's/[Xdy]/y/g' \
-e 's/[Cc]/c/g' \
-e 's/[xu]/u/g' \
-e 's/[28]/i/g' \
-e 's/[Tta]/t/g' \
-e 's/[Hhbfvj]/h/g' \
\
-e 's/hcg/@/g' \
-e 's/htg/\$/g' \
-e 's/tyg/%/g' \
-e 's/ptg/\#/g' \
-e 's/tg/3/g' \
-e 's/cg/5/g' \
-e 's/im/7/g' \
-e 's/hm/9/g' \
-e 's/hg/1/g' \
-e 's/hu/./g' \
| count-digraph-freqs \
-v showentropy=1 \
-v chars=' muwphQEigOytc@%#$13579.'
With a little more fiddling, we get
cat .voyn.fss \
| tr -d ' \012' \
| fss2syl \
| fold -w 80 \
> .tmp
cat .tmp \
| tr -d ' \012' \
| count-digraph-freqs \
-v showentropy=1 \
-v chars=' mu:wphQE8igOytC=+-'
OK, let's do it differently: first we try to group the letters, then
we try to map them to characters. First, let's try to be a bit
softer on the correction, accepting "K" and loose "4":
Perhaps should correct also "4D" to "4OD", "4C" to "4OC".
cat .tmp-c-fsg.txt \
| /n/gnu/bin/sed \
-e 's/$/ /g' \
-e 's/IL/N/g' \
-e 's/CI/A/g' \
-e 's/IN/M/g' \
-e 's/I*\([MNRKE]\)/\1/g' \
-e 's/CN/AN/g' \
-e 's/CM/AN/g' \
-e 's/OM/AM/g' \
-e 's/ON/AN/g' \
-e 's/OK/AK/g' \
-e 's/DM/DAN/g' \
-e 's/HM/HAN/g' \
-e 's/4AE/4OE/g' \
-e 's/A /G /g' \
| /n/gnu/bin/tr ' ' '\012' \
| egrep -v '[*6LI/=]' \
| /n/gnu/bin/tr '\012' ' ' \
| fold -w 90 -s \
| /n/gnu/bin/sed \
-e 's/^ *//g' -e 's/ *$//g' -e 's/ */ /g' \
> .voyn.fsg
cat .voyn.fsg \
| tr -d ' \012' \
| fold -w 90 \
> .voyn.fss
cat .voyn.fss \
| tr -d ' \012' \
| fss2mor \
> .voyn.mor
cat .voyn.mor \
| sort | uniq -c | expand \
| sort +0.0 -0.7nr \
> .voyn-m.frq
cat .voyn.mor \
| sed -e 's/)(/)@(/g' \
| tr '@' '\n' \
| classify-glyphs \
| sort | uniq -c | expand \
| sort +0.8 -0.99 \
> .voyn-g.frq
--- fss2mor ------------------------
#! /n/gnu/bin/sed -f
# Splits corrected FSG into "morphemes"
s/AK/(ak)/g
s/AM/(am)/g
s/AN/(an)/g
s/AR/(ar)/g
s/AE/(ae)/g
s/A/O/g
#
s/8G/(bg)/g
s/OG/(og)/g
s/G/(g)/g
#
s/PZ/(pz)/g
s/FZ/(fz)/g
s/HZ/(hz)/g
s/DZ/(dz)/g
#
s/z)CCC/zccc)/g
s/z)CC/zcc)/g
s/z)C/zc)/g
#
s/H/(h)/g
s/D/(d)/g
#
s/h)CCC/hccc)/g
s/h)CC/hcc)/g
s/h)C/hc)/g
s/d)CCC/dccc)/g
s/d)CC/dcc)/g
s/d)C/dc)/g
#
s/P/(p)/g
s/F/(f)/g
#
s/p)CCC/pccc)/g
s/p)CC/pcc)/g
s/p)C/pc)/g
s/f)CCC/fccc)/g
s/f)CC/fcc)/g
s/f)C/fc)/g
#
s/4OE/(qoe)/g
s/OE/(oe)/g
s/4OR/(qor)/g
s/OR/(or)/g
#
s/4OCCC/(qoccc)/g
s/4OCC/(qocc)/g
s/4OC/(qoc)/g
s/4O/(qo)/g
s/OCCC/(occc)/g
s/OCC/(occ)/g
s/OC/(oc)/g
s/O/(o)/g
s/4CCC/(qccc)/g
s/4CC/(qcc)/g
s/4C/(qc)/g
s/4/(q)/g
#
s/SCCC/(sccc)/g
s/SCC/(scc)/g
s/SC/(sc)/g
s/S/(s)/g
s/TCCC/(tccc)/g
s/TCC/(tcc)/g
s/TC/(tc)/g
s/T/(t)/g
s/CCC/(ccc)/g
s/CC/(cc)/g
#
s/R/(r)/g
s/2/(z)/g
s/8/(b)/g
s/E/(e)/g
s/C/(c)/g
#
s/(\([q]*[o]*[c]*\))(\([dhpf]\)/(\1\2/g
#
s/\(g)\)/\1\
/g
s/\(a[mnrek])\)/\1\
/g
s/\(o[rek])\)/\1\
/g
------------------------------------
--- classify-glyphs ------------------------
#! /n/gnu/bin/sed -f
# Classifies the glyphs as parsed by fss2mor
# Assumes one glyph per line in the format (xxx...)
# Prepends a one-letter class code and a space
# Class codes:
# a = (am) (ar) (an) (ak) (ae)
# g = (bg) (og) (g)
# D = (...dz...); same for H,P,F
# d = (...d...) except (...dz...); same for h p f
# x = ([q]*[o]*[c]*)
# o = (oe) (or) (ok) (qoe) (qor) (qok)
# s = (s...)
# t = (t...)
# c = (c...)
# r = (r...)
# 2 = (z...)
# 8 = (b...) except (bg)
# ? = other
/^([a-z0-9]*)$/!s/^/\? /g
s/^(a[mnrek])/a &/g
s/^([bo]*g)/g &/g
s/^(.*dz.*)/D &/g
s/^(.*hz.*)/H &/g
s/^(.*pz.*)/P &/g
s/^(.*fz.*)/F &/g
s/^(.*d.*)/d &/g
s/^(.*h.*)/h &/g
s/^(.*p.*)/p &/g
s/^(.*f.*)/f &/g
s/^([q]*[o]*[c]*)/x &/g
s/^([q]*o[erk])/o &/g
s/^(s.*)/s &/g
s/^(t.*)/t &/g
s/^(r.*)/r &/g
s/^(c.*)/c &/g
s/^(z.*)/z &/g
s/^(b.*)/b &/g
s/^(e.*)/e &/g
s/^(.*)/\? &/g
--------------------------------------------
Here are the classified glyphs, manually rearranged
with current best guesses:
438 e (e) = valid
------------------------
671 b (b) = valid
------------------------
177 r (r) = valid
------------------------
368 z (z) = valid ("2")
------------------------
2051 g (bg) = valid ("8G")
1696 g (g) = valid
20 g (og) = misreading of "8G"?
------------------------
1151 o (oe) = valid
287 o (or) = valid
194 o (qoe) = valid
16 o (qor) = valid?
------------------------
137 D (dz) = valid
44 D (dzc) = valid
1 D (dzcc) = misreading of "DZC"?
1 D (cdz) = misreading of "ODZ"?
5 D (odz) = valid?
2 D (odzc) = valid?
0 D (qdz) = negligible
1 D (qdzc) = negligible
0 D (qdzcc) = negligible
2 D (qodz) = valid?
5 D (qodzc) = valid?
------------------------
84 H (hz) = valid
23 H (hzc) = valid
3 H (ohz) = valid?
4 H (ohzc) = valid?
3 H (qhz) = negligible
1 D (qhzc) = negligible
1 H (qhzcc) = negligible
0 H (qohz) = valid?
2 H (qohzc) = valid?
------------------------
11 P (pz) = valid
7 P (pzc) = valid
1 P (cpzc) = negligible
1 P (opz) = negligible
1 P (opzc) = negligible
------------------------
2 F (fz) = negligible
1 F (fzc) = negligible
1 F (fzcc) = negligible
------------------------
556 a (ae) = valid
50 a (ak) = valid?
436 a (am) = valid
489 a (an) = valid
428 a (ar) = valid
------------------------
316 d (d) = valid
99 d (dc) = valid
125 d (dcc) = valid
7 d (dccc) = misreading of "DCC"?
1 d (cd) = misreading of "OD"?
1 d (cdc) = misreading of "ODC"?
1 d (ocdcc) = misreading of "ODZC"?
210 d (od) = valid
74 d (odc) = valid
64 d (odcc) = valid
2 d (odccc) = mireading of "ODCC"?
5 d (qcd) = misreading of "4OD"?
1 d (qcdc) = misreading of "4ODC"?
1 d (qcdcc) = misreading of "4ODCC"?
4 d (qd) = misreading of "4OD"?
1 d (qdccc) = misreading of "4ODCC"?
1 d (qoccdcc) = negligible
575 d (qod) = valid
234 d (qodc) = valid
249 d (qodcc) = valid
5 d (qodccc) = negligible
------------------------
182 h (h) = valid
64 h (hc) = valid
31 h (hcc) = valid
1 h (ch) = misreading of "OH"?
168 h (oh) = valid
81 h (ohc) = valid
45 h (ohcc) = valid
1 h (ohccc) = misreading of "OHCC"?
2 h (qch) = misreading of "4OH"?
1 h (qchc) = misreading of "4OHC"?
1 h (qh) = misreading of "4OH"?
149 h (qoh) = valid
62 h (qohc) = valid
53 h (qohcc) = valid
1 h (qohccc) = misreading of "4OHCC"?
------------------------
15 x (c) = to check
20 x (cc) = to check
7 x (ccc) = to check
86 x (o) = to check
2 x (oc) = to check
5 x (occ) = to check
1 x (occc) = to check
11 x (q) = to check
2 x (qc) = to check
5 x (qcc) = to check
2 x (qccc) = to check
29 x (qo) = to check
7 x (qocc) = to check
2 x (qoccc) = to check
------------------------
116 p (p) = valid
1 p (pc) = negligible
2 p (pcc) = negligible
3 p (cp) = misreading of "OP"?
44 p (op) = valid
1 p (opc) = negligible
2 p (qp) = misreading of "4OP"?
23 p (qop) = valid
------------------------
15 f (f) = valid
1 f (fc) = negligible
1 f (cf) = misreading of "OF"?
7 f (of) = valid
2 f (qf) = misreading of "4OF"?
5 f (qof) = valid
------------------------
210 s (s) = valid
712 s (sc) = valid
149 s (scc) = valid
------------------------
397 t (t) = valid
920 t (tc) = valid
124 t (tcc) = valid
2 t (tccc) = misreading of "TCC"?
------------------------
2 ? K(z) = misreading of "82"?
1 ? (b)K(or) = misreading of "88OR"?
1 ? (e)K(e) = misreading of "E8E"?
1 ? (oh)K(oe) = misreading of "OH8OE"?
Here are the valid ones in order of decreasing frequency:
2051 g (bg) = valid ("8G")
1696 g (g) = valid
1151 o (oe) = valid
920 t (tc) = valid
712 s (sc) = valid
671 b (b) = valid
575 d (qod) = valid
556 a (ae) = valid
489 a (an) = valid
438 e (e) = valid
436 a (am) = valid
428 a (ar) = valid
397 t (t) = valid
368 z (z) = valid ("2")
316 d (d) = valid
287 o (or) = valid
249 d (qodcc) = valid
234 d (qodc) = valid
210 d (od) = valid
210 s (s) = valid
194 o (qoe) = valid
182 h (h) = valid
177 r (r) = valid
168 h (oh) = valid
149 h (qoh) = valid
149 s (scc) = valid
137 D (dz) = valid
125 d (dcc) = valid
124 t (tcc) = valid
116 p (p) = valid
99 d (dc) = valid
84 H (hz) = valid
81 h (ohc) = valid
74 d (odc) = valid
64 d (odcc) = valid
64 h (hc) = valid
62 h (qohc) = valid
53 h (qohcc) = valid
50 a (ak) = valid?
45 h (ohcc) = valid
44 D (dzc) = valid
44 p (op) = valid
31 h (hcc) = valid
23 H (hzc) = valid
23 p (qop) = valid
16 o (qor) = valid?
15 f (f) = valid
11 P (pz) = valid
7 P (pzc) = valid
7 f (of) = valid
5 D (odz) = valid?
5 D (qodzc) = valid?
5 f (qof) = valid
4 H (ohzc) = valid?
3 H (ohz) = valid?
2 D (odzc) = valid?
2 D (qodz) = valid?
2 H (qohzc) = valid?
0 H (qohz) = valid?
Let's redo this analysis collapsing "D" with "H"
and "F" with "P". That will give about 25 valid
letters...
cat .voyn.fss \
| tr -d ' \012' \
| fss2mor \
| /n/gnu/bin/sed \
-e 's/d/h/g' \
-e 's/f/p/g' \
> .voyh.mor
cat .voyh.mor \
| sort | uniq -c | expand \
| sort +0.0 -0.7nr \
> .voyh-m.frq
cat .voyh.mor \
| sed -e 's/)(/)@(/g' \
| tr '@' '\n' \
| classify-glyphs \
| sort | uniq -c | expand \
| sort +0.8 -0.99 \
> .voyh-g.frq
------------------------
368 z (z) = valid
------------------------
671 b (b) = valid
------------------------
438 e (e) = valid
------------------------
177 r (r) = valid
------------------------
556 a (ae) = valid
50 a (ak) = valid?
436 a (am) = valid
489 a (an) = valid
428 a (ar) = valid
------------------------
1151 o (oe) = valid
287 o (or) = valid
194 o (qoe) = valid
16 o (qor) = valid?
------------------------
2051 g (bg) = valid
1696 g (g) = valid
20 g (og) = valid?
------------------------
221 H (hz) = valid
67 H (hzc) = valid
1 H (hzcc) = negligible
1 H (chz) = misreading of "OHZ"?
8 H (ohz) = valid?
6 H (ohzc) = valid?
0 H (ohzcc) = non-ocurring
3 H (qhz) = valid?
2 H (qhzc) = valid?
1 H (qhzcc) = negligible
2 H (qohz) = valid?
7 H (qohzc) = valid?
0 H (qohzcc) = non-ocurring
------------------------
498 h (h) = valid
163 h (hc) = valid
156 h (hcc) = valid
7 h (hccc) = misreading of "HCC"?
2 h (ch) = misreading of "OH"?
1 h (chc) = misreading of "OHC"?
1 h (ochcc) = misreading of "OHCC"?
378 h (oh) = valid
155 h (ohc) = valid
109 h (ohcc) = valid
3 h (ohccc) = misreading of "OHCC"?
7 h (qch) = misreading of "4OH"?
2 h (qchc) = misreading of "4OHC"?
1 h (qchcc) = misreading of "4OHCC"?
5 h (qh) = misreading of "4OH"?
0 h (qhc) = non-occurring
0 h (qhcc) = non-occurring
1 h (qhccc) = misreading of "4OHCC"?
1 h (qocchcc) = negligible
724 h (qoh) = valid
296 h (qohc) = valid
302 h (qohcc) = valid
6 h (qohccc) = negligible
------------------------
13 P (pz) = valid
8 P (pzc) = valid
1 P (pzcc) = negligible
1 P (cpzc) = misreading of "OPZC"?
1 P (opz) = negligible
1 P (opzc) = negligible
------------------------
131 p (p) = valid
2 p (pc) = negligible
2 p (pcc) = negligible
4 p (cp) = misreading of "OP"?
51 p (op) = valid
1 p (opc) = negligible
4 p (qp) = misreading of "4OP"?
28 p (qop) = valid
------------------------
210 s (s) = valid
712 s (sc) = valid
149 s (scc) = valid
397 t (t) = valid
920 t (tc) = valid
124 t (tcc) = valid
2 t (tccc) = misreading of "TCC"?
------------------------
15 x (c) = valid? mostly in (b)(c)(g) or (b)(c)(bg)
20 x (cc) = valid? misreading of "T"?
7 x (ccc) = valid? misreading of "TC"?
------------------------
86 x (o) = valid? misreading of "OR" as "O2"?
2 x (oc) = misreading of "CC"
5 x (occ) = misreading?
1 x (occc) = negligible
11 x (q) = misreading?
2 x (qc) = misreading of "4O"?
5 x (qcc) = valid?
2 x (qccc) = misreading od "4CC"?
29 x (qo) = valid?
0 x (qoc) = remarkable absence
7 x (qocc) = valid
2 x (qoccc) = misreading of "4OCC"?
------------------------
1 ? (b)K(or) = negligible
1 ? (e)K(e) = negligible
1 ? (oh)K(oe) = negligible
2 ? K(z) = negligible
Possible post-corrections:
s/(t)(s)/(tcc)/g
s/(o)(z)/(or)/g
Ok, let's try to make some sense out of this. Voynichese
seems to be made up of the following elements:
(0) the "O*" groups
"OE"
"4OE"
"OR"
"4OR"
(2) The "A*" elements:
"AE"
"AK"
"AM"
"AN"
"AR"
"AIR"
The "AIR" group above was accidentaly converted to "AR"
in the initial cleanup, that is why it doesn't appear in the
tables. It is relativey rare (28 times, agains 400 of "AR"),
so it may be really a misreading of "AR".
The "AK" element is also rare (43 occurrences), but not
enough to be considered an error.
(1) the isolated letters
"2"
"8"
"E" (when not attached to "O" or "A")
"R"
(3) The "G" elements:
"8G"
"G"
The "OG" combination behaves like "8G", but is very rare: 19
occurrences, about 1% of "8G". So it is probably a misreading
of "8G".
(4) The "T/S" elements:
"T"
"TC"
"TCC"
"S"
"SC"
"SCC"
The group "TCCC" occurs twice (while the rest occur hundreds
of times), so it is probably a misreading of "TCC".
(5) The "O" prefixes:
"O"
"4O"
The prefixes "4" and "4C" occur very rarely; they are probably
misreadings of "4O", and may be ignored.
(6) The non-intruding two-legged gallows ("H" and "D"):
"D"
"DC"
"DCC"
"H"
"HC"
"HCC"
The suffix "CCC" occurs very rarely, and is probably a misreading
of "CC".
(7) The Intruding two-legged gallows ("HZ" and "DZ"):
"DZ"
"DZC"
"HZ"
"HZC"
The suffix "CC" occurs once or twice, but may well be a misreading
of "C".
The absence of the "CC" suffix suggests that the base of the
intruding gallows already counts as a "C" suffix.
(8) The one-legged, non-intruding gallows ("P" and "F"):
"P"
"F"
The suffixes "C" and "CC" occur a couple of times, but
the frequency (even relative) is so low that we can
ignore them.
(9) The one-legged, intruding gallows ("PZ" and "FZ")"
"PZ"
"PZC"
"FZ"
"FZC"
The "CC" suffix occurs only once and can be ignored.
The groups "PZ" and "FZ" themselves are quite rare
(25 occurrences total), so we could ignore them altogether.
(10) Unattached "C"s: these are "C"s that cannot be parsed
as part of other letters.
"C"
"CC"
"CCC"
There are about 40 occurrences total, and they seem to occur in
special contexts. Note that "CC" and "CCC" may be misreadings of
"T" and "TC", which are far more plentiful. Perhaps we should
treat these elements as errors until we understand them better.
There are a few sequences that cannot be parsed as above, and should be
examined more closely.
So, let's revise the parsing script. We will do these corrections
(the numbers are the occurrences in the Bio section, Currier's
transcription):
s/CI/A/g # 11
s/IIIL/M/g # 24
s/CM/AN/g # 8
s/AL/AN/g # 12
s/A /G /g # 6
s/A2/AR/g # 7
s/AO/AE/g # 5
s/AI+E/AE/g # 6
s/AII+R/AIR/g # 4
s/4A/4O/g # 4
s/4CD/4OD/g # 7
s/4CH/4OH/g # 3
Also, after collection the AI*[MNRKE] endings, any remaining
"A"s are mapped to "O"s:
s/A/O/g # 44
Let's look again at the FSG combinations that may occur adjacent to
word and line breaks:
cat .voyn.fsg \
| tr -d '=\012' \
| sed \
-e 's:^:/:' \
-e 's:$:/:' \
-e 's:///*:/:g' \
-e 's:/ *:/:g' \
-e 's: */:/:g' \
-e 's: *:_:g' \
| enum-trigraphs \
| grep -v ' ' \
> .voyn.tri
cat .voyn.tri \
| tr '/' '_' \
| count-transition-freqs \
-v chars='_/COG8EDA4TSHRNM2ZPIKLF6*' \
> .voyn-word-end.frq
Forward transition probabilities (× 99):
count freq ntrpy pntpy _ C O G 8 E D A 4 T S H R N M 2 Z P I K L F 6 *
-- ----- ----- ----- ----- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- --
H* 2 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
R* 1 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
82 1 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
O2 7 0.000 0.592 0.000 85 . . . . . . 14 . . . . . . . . . . . . . . . .
T2 6 0.000 0.650 0.000 83 . . . 17 . . . . . . . . . . . . . . . . . . .
C4 1 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
A6 6 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
C6 2 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
O6 2 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
_6 1 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
IE 11 0.000 0.866 0.000 81 . . . . . . 9 . . . . . . . . . 9 . . . . . .
KE 1 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
*G 2 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
2G 10 0.000 0.469 0.000 89 . . . . . . . . . . . . . . 10 . . . . . . . .
8G 2052 0.058 0.733 0.042 90 . 1 . . 1 1 . 3 . . 1 1 . . . . . . . . . . .
AG 4 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
CG 842 0.024 0.638 0.015 91 . 1 . . 1 1 . 3 . . 1 . . . . . . . . . . . .
DG 169 0.005 0.577 0.003 92 . 1 . 1 1 1 . 1 1 . 1 1 . . . . . . . . . . .
EG 106 0.003 0.594 0.002 92 . 1 . 1 . 1 . 2 1 . 1 1 . . . . . . . . . . .
HG 88 0.002 1.226 0.003 81 . 3 . 3 3 . . 1 1 1 2 1 . . 1 . . . . . . . .
MG 6 0.000 0.650 0.000 83 . . . . . . . . . . 17 . . . . . . . . . . . .
NG 2 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
PG 6 0.000 0.650 0.000 83 . . . . . 17 . . . . . . . . . . . . . . . . .
RG 45 0.001 0.717 0.001 88 . . . 4 2 . . . . 2 2 . . . . . . . . . . . .
TG 62 0.002 0.474 0.001 93 . 2 . 2 . . . . . . 2 . . . 2 . . . . . . . .
ZG 204 0.006 0.640 0.004 90 . 2 . 2 . . . 2 . . . . . . 1 . . . . . . . .
AK 43 0.001 0.159 0.000 97 . 2 . . . . . . . . . . . . . . . . . . . . .
GK 1 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
IK 4 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
OK 7 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
AL 12 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
IL 26 0.001 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
OL 1 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
AM 399 0.011 0.569 0.006 92 . 2 1 . . . . . 1 1 . . . . . . . . . . . . .
CM 8 0.000 0.544 0.000 87 . . . . . . . . . 12 . . . . . . . . . . . . .
DM 1 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
*N 1 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
AN 475 0.013 0.577 0.008 91 . 3 . 1 . . . . 1 1 . . . . . . . . . . . . .
ON 7 0.000 0.592 0.000 85 . 14 . . . . . . . . . . . . . . . . . . . . .
*O 1 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
KO 1 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
CR 8 0.000 0.544 0.000 87 . . 12 . . . . . . . . . . . . . . . . . . . .
SR 1 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
** 3 0.000 1.585 0.000 33 . . 33 . . . . . . . . . . . . . . 33 . . . . .
A* 5 0.000 1.371 0.000 59 . 20 . 20 . . . . . . . . . . . . . . . . . . .
C* 10 0.000 2.646 0.001 30 . . 10 20 . 10 10 . . . . . 10 . . . . . . . . . 10
D* 2 0.000 1.000 0.000 50 . . . . . . . . . 50 . . . . . . . . . . . . .
T* 2 0.000 1.000 0.000 50 . . . 50 . . . . . . . . . . . . . . . . . . .
A2 7 0.000 1.149 0.000 71 . 14 14 . . . . . . . . . . . . . . . . . . . .
C2 45 0.001 1.482 0.002 73 4 9 4 2 . . 4 . . . 2 . . . . . . . . . . . .
E2 16 0.000 1.649 0.001 50 . 6 12 . . . 31 . . . . . . . . . . . . . . . .
A8 8 0.000 1.406 0.000 37 . . 50 . . . . . . . . 12 . . . . . . . . . . .
M8 2 0.000 1.000 0.000 50 . . . . . . 50 . . . . . . . . . . . . . . . .
4A 4 0.000 1.500 0.000 25 . . . . 50 . . . . . . 25 . . . . . . . . . . .
AD 4 0.000 2.000 0.000 25 . . 25 . . . 25 . . . . . . . . 25 . . . . . . .
8E 10 0.000 1.685 0.000 50 . . . . . . . 10 10 30 . . . . . . . . . . . . .
AE 552 0.015 1.869 0.029 67 . 6 7 4 . 1 1 1 5 4 1 . . . 1 . . . . . . . .
CE 4 0.000 0.811 0.000 74 . . . . . . . . . 25 . . . . . . . . . . . . .
DE 11 0.000 1.868 0.001 54 . 9 . . . . 9 . 18 . . 9 . . . . . . . . . . .
HE 3 0.000 0.918 0.000 33 . 66 . . . . . . . . . . . . . . . . . . . . .
LE 3 0.000 0.918 0.000 66 . . . . . 33 . . . . . . . . . . . . . . . . .
OE 1344 0.038 2.638 0.100 44 1 5 4 3 . 16 2 . 11 7 2 . . . . . 1 . . . . . .
SE 5 0.000 1.371 0.000 59 . . . 20 . . . . 20 . . . . . . . . . . . . . .
TE 13 0.000 2.035 0.001 53 . . . 8 . . 8 . 15 . . 8 . . 8 . . . . . . . .
CF 3 0.000 1.585 0.000 33 33 . . . . . . . 33 . . . . . . . . . . . . . .
OG 14 0.000 1.807 0.001 57 . 7 . . . 14 . . 7 14 . . . . . . . . . . . . .
SG 28 0.001 1.232 0.001 78 . 4 . 4 . 7 . . . 4 4 . . . . . . . . . . . .
EK 2 0.000 1.000 0.000 50 . . . . 50 . . . . . . . . . . . . . . . . . .
OM 14 0.000 0.946 0.000 78 . 14 7 . . . . . . . . . . . . . . . . . . . .
8R 2 0.000 1.000 0.000 50 . 50 . . . . . . . . . . . . . . . . . . . . .
AR 395 0.011 1.284 0.014 79 . 6 5 1 . . 4 1 2 2 . . . . . . . . . . . . .
ER 13 0.000 1.145 0.000 76 . 8 . . . . 8 . 8 . . . . . . . . . . . . . .
IR 43 0.001 1.258 0.002 76 . 2 7 . . . 9 . 2 . . . . . . . . . . . . . 2
OR 302 0.008 1.699 0.014 67 1 9 5 . . . 10 . 3 4 . . . . . . . . . . . . .
TR 4 0.000 1.000 0.000 50 . . . 50 . . . . . . . . . . . . . . . . . . .
O* 2 0.000 1.000 0.000 . . . . . . . 50 . . . . . . . . . . . . . . . 50
_* 10 0.000 2.646 0.001 10 30 . . 10 . . 20 . 10 10 . . . . . . . . . . . . 10
42 2 0.000 1.000 0.000 . . 50 . . . . 50 . . . . . . . . . . . . . . . .
G2 16 0.000 2.483 0.001 19 6 12 . . . . 37 . 12 . 6 . . . . . 6 . . . . . .
H2 1 0.000 0.000 0.000 . . . . . . . 99 . . . . . . . . . . . . . . . .
M2 2 0.000 0.000 0.000 . . . . . . . 99 . . . . . . . . . . . . . . . .
N2 1 0.000 0.000 0.000 . . . 99 . . . . . . . . . . . . . . . . . . . .
R2 1 0.000 0.000 0.000 . . . . . . . 99 . . . . . . . . . . . . . . . .
S2 1 0.000 0.000 0.000 . . . . 99 . . . . . . . . . . . . . . . . . . .
Z2 1 0.000 0.000 0.000 . . . 99 . . . . . . . . . . . . . . . . . . . .
_2 265 0.007 1.937 0.014 3 . 40 1 . . 2 42 . 4 5 . . . . . . . . . . . . .
84 2 0.000 0.000 0.000 . . 99 . . . . . . . . . . . . . . . . . . . . .
E4 9 0.000 0.000 0.000 . . 99 . . . . . . . . . . . . . . . . . . . . .
G4 91 0.003 0.174 0.000 . . 97 1 . . . . . . . . . . . 1 . . . . . . . .
M4 1 0.000 0.000 0.000 . . 99 . . . . . . . . . . . . . . . . . . . . .
N4 1 0.000 0.000 0.000 . . 99 . . . . . . . . . . . . . . . . . . . . .
O4 8 0.000 0.544 0.000 . 12 87 . . . . . . . . . . . . . . . . . . . . .
R4 3 0.000 0.000 0.000 . . 99 . . . . . . . . . . . . . . . . . . . . .
_4 1560 0.044 0.254 0.011 . 1 96 . . . . . . . . . . . . . . . . . . . . .
R6 1 0.000 0.000 0.000 . . . . . . . 99 . . . . . . . . . . . . . . . .
*8 5 0.000 0.722 0.000 . . . 79 . . . 20 . . . . . . . . . . . . . . . .
28 3 0.000 0.000 0.000 . . . 99 . . . . . . . . . . . . . . . . . . . .
88 3 0.000 0.918 0.000 . . . 66 . 33 . . . . . . . . . . . . . . . . . .
C8 1897 0.053 0.543 0.029 3 . . 91 . . . 4 . . . . . . . . . . . . . . . .
D8 2 0.000 1.000 0.000 . . . 50 . 50 . . . . . . . . . . . . . . . . . .
E8 87 0.002 1.323 0.003 3 . 2 71 1 . . 19 . 1 1 . . . . . . . . . . . . .
G8 35 0.001 2.220 0.002 3 6 11 28 . . . 42 3 3 3 . . . . . . . . . . . . .
H8 3 0.000 1.585 0.000 . . . 33 33 . . 33 . . . . . . . . . . . . . . . .
N8 5 0.000 0.722 0.000 . . . 20 . . . 79 . . . . . . . . . . . . . . . .
O8 32 0.001 1.917 0.002 9 6 . 46 . . . 28 . 9 . . . . . . . . . . . . . .
P8 3 0.000 1.585 0.000 . . 33 33 . . . 33 . . . . . . . . . . . . . . . .
R8 6 0.000 1.252 0.000 . . . 66 17 . . 17 . . . . . . . . . . . . . . . .
S8 40 0.001 0.619 0.001 2 2 . 89 . . . 5 . . . . . . . . . . . . . . . .
T8 96 0.003 0.850 0.002 3 . 2 83 . . . 11 . . . . . . . . . . . . . . . .
Z8 21 0.001 0.723 0.000 5 . 9 85 . . . . . . . . . . . . . . . . . . . .
_8 492 0.014 2.034 0.028 1 2 11 12 . 1 1 58 . 6 7 . . . . . . . . . . . . .
*A 4 0.000 0.811 0.000 . . . . . 25 . . . . . . . 74 . . . . . . . . . .
2A 131 0.004 2.370 0.009 . . . . . 22 1 . . . . . 17 23 28 1 . . 5 1 1 . . .
6A 1 0.000 0.000 0.000 . . . . . . . . . . . . . . . . . . . 99 . . . .
8A 423 0.012 2.373 0.028 1 . . . . 29 . . . . . . 27 12 22 . . . 3 2 . . . 1
AA 1 0.000 0.000 0.000 . . . . . 99 . . . . . . . . . . . . . . . . . .
CA 55 0.002 1.921 0.003 2 . . 2 2 45 . . . . . . 38 4 2 . . . . 4 2 . . .
DA 742 0.021 2.317 0.048 . . . . . 23 . . . . . . 13 36 20 . . . 2 1 1 . 1 .
EA 55 0.002 2.583 0.004 . . 2 . . 22 . 2 . . . . 18 22 22 . . . 9 4 . . . .
FA 2 0.000 1.000 0.000 . . . . . 50 . . . . . . . . 50 . . . . . . . . .
GA 3 0.000 0.918 0.000 . . . . . . . . . . . . 66 . 33 . . . . . . . . .
HA 259 0.007 2.229 0.016 . . . . . 32 . . . . . . 23 25 14 1 . . 2 1 . . . .
MA 1 0.000 0.000 0.000 . . . . . . . . . . . . 99 . . . . . . . . . . .
NA 2 0.000 1.000 0.000 . . 50 . . . . . . . . . . . 50 . . . . . . . . .
OA 3 0.000 1.585 0.000 . . . . . 33 . . . . . . 33 . 33 . . . . . . . . .
PA 14 0.000 1.985 0.001 7 . . . . 42 . . . . . . 28 7 14 . . . . . . . . .
RA 96 0.003 2.588 0.007 . . . . . 24 . . . . . 1 19 19 24 . . . 6 4 2 . 1 .
SA 21 0.001 1.891 0.001 . . . . . 42 . . . . . . 38 5 5 . . . . 5 5 . . .
TA 26 0.001 1.587 0.001 . . . . . 53 . . . . . . 27 4 . . . . . 15 . . . .
ZA 9 0.000 1.224 0.000 . . . . . 66 . . . . . . 22 11 . . . . . . . . . .
_A 128 0.004 2.570 0.009 . . . 1 1 29 1 . . . 1 2 19 12 26 1 . . 2 4 . . . .
*C 3 0.000 1.585 0.000 . 33 . 33 33 . . . . . . . . . . . . . . . . . . .
2C 4 0.000 1.500 0.000 . . . 25 . . . . . . . . . . . 25 . . 50 . . . . .
4C 20 0.001 2.119 0.001 . 35 . 5 5 . 35 . . . . 15 . . . . . . . . . . . 5
8C 19 0.001 2.180 0.001 . 47 . 10 16 . . 5 . . . . . . 10 . . . 10 . . . . .
CC 954 0.027 1.830 0.049 . 3 2 34 52 . 3 1 . . . 1 1 . . 2 . . . . . . . .
DC 873 0.025 1.704 0.042 . 52 2 8 34 . . 1 . 1 1 . . . 1 . . . . . . . . .
EC 11 0.000 1.278 0.000 9 72 . . 9 . 9 . . . . . . . . . . . . . . . . .
FC 1 0.000 0.000 0.000 . . . 99 . . . . . . . . . . . . . . . . . . . .
GC 2 0.000 1.000 0.000 . . . . . . . . . . . . . . . . . 50 . . . 50 . .
HC 343 0.010 1.744 0.017 . 38 3 10 46 . . . . 1 1 . . . . . . . . . . . . .
OC 19 0.001 0.880 0.000 5 83 . . 5 . 5 . . . . . . . . . . . . . . . . .
PC 3 0.000 0.918 0.000 . 66 . . . . . . . 33 . . . . . . . . . . . . . .
RC 4 0.000 1.000 0.000 . 50 . . 50 . . . . . . . . . . . . . . . . . . .
SC 868 0.024 2.346 0.057 . 17 7 17 44 . 7 2 . . . 3 . . . . . 1 . . . . . .
TC 1054 0.030 2.309 0.068 . 12 6 19 48 . 5 2 . . . 3 . . . 1 . . . . . . . .
ZC 96 0.003 1.515 0.004 . 3 1 56 34 1 . . . . . . . . . 3 . . 1 . . . . .
_C 23 0.001 2.359 0.002 . 52 . . 4 4 9 4 . . . 4 . . . 4 . 13 . . . . . 4
*D 1 0.000 0.000 0.000 . . . . . . . . . . . . . . . . 99 . . . . . . .
2D 5 0.000 1.371 0.000 . 20 . . . . . 59 . . . . . . . . 20 . . . . . . .
4D 4 0.000 1.500 0.000 . . 50 . . . . 25 . . . . . . . . 25 . . . . . . .
8D 8 0.000 0.544 0.000 . 87 . . . . . . . . 12 . . . . . . . . . . . . .
CD 155 0.004 1.996 0.009 3 11 . 31 . . . 8 . 2 . . . . . . 44 . 1 . . . . .
ED 272 0.008 1.785 0.014 . 50 3 8 . 1 . 32 . 3 1 . . . . . . . . . . . . .
GD 75 0.002 2.039 0.004 . 49 5 8 . . . 26 . 4 4 . . . . . 3 . . . . . . .
HD 1 0.000 0.000 0.000 . 99 . . . . . . . . . . . . . . . . . . . . . .
OD 1435 0.040 1.847 0.074 . 44 3 6 . . . 40 . 3 1 . . . . . 1 . . . . . . .
RD 2 0.000 1.000 0.000 . 50 50 . . . . . . . . . . . . . . . . . . . . .
SD 45 0.001 0.806 0.001 . 2 . 7 . . . 2 . 2 . . . . . . 86 . . . . . . .
TD 83 0.002 0.982 0.002 . 7 . 1 . . . 12 . . . . . . . . 79 . . . . . . .
_D 102 0.003 2.491 0.007 2 32 16 . . . . 28 . 8 5 . . . . . 6 . 2 . . . . 1
2E 1 0.000 0.000 0.000 . . . . . . . . . . . . . . . 99 . . . . . . . .
EE 8 0.000 2.406 0.001 12 . 12 . 12 . 12 12 . 37 . . . . . . . . . . . . . .
GE 36 0.001 2.824 0.003 14 . 11 8 3 . 11 6 . 36 6 3 . . . . . . . 3 . . . .
RE 1 0.000 0.000 0.000 . . . . . . . . . . 99 . . . . . . . . . . . . .
_E 350 0.010 2.852 0.028 2 1 18 3 5 1 12 3 . 33 16 2 1 . . 1 . 1 . . . 1 . .
4F 1 0.000 0.000 0.000 . . 99 . . . . . . . . . . . . . . . . . . . . .
EF 6 0.000 0.650 0.000 . . 17 . . . . . . 83 . . . . . . . . . . . . . .
GF 2 0.000 0.000 0.000 . . . . . . . . . 99 . . . . . . . . . . . . . .
OF 13 0.000 1.352 0.000 . . 8 . . . . 8 . 69 15 . . . . . . . . . . . . .
TF 3 0.000 0.918 0.000 . . . . . . . 33 . . . . . . . . 66 . . . . . . .
_F 8 0.000 0.811 0.000 . . . . . . . . . 74 . . . . . . 25 . . . . . . .
4G 3 0.000 1.585 0.000 . . . . . . 33 . . . . 33 33 . . . . . . . . . . .
GG 1 0.000 0.000 0.000 . . . . . . . . . . . 99 . . . . . . . . . . . .
LG 1 0.000 0.000 0.000 . . . . . . . . . . . . . . . 99 . . . . . . . .
_G 134 0.004 2.889 0.011 4 1 2 . 6 2 30 1 1 13 17 19 1 . . 1 . . . . . 1 . .
2H 3 0.000 1.585 0.000 . . 33 . . . . . . 33 . . . . . . 33 . . . . . . .
4H 5 0.000 0.000 0.000 . . . . . . . . . . . . . . . . 99 . . . . . . .
8H 1 0.000 0.000 0.000 . 99 . . . . . . . . . . . . . . . . . . . . . .
AH 4 0.000 1.500 0.000 . 25 25 . . . . . . . . . . . . . 50 . . . . . . .
CH 80 0.002 1.724 0.004 . 10 . 32 . . . 7 . . . . . . . 1 48 . . . . . . .
EH 40 0.001 2.120 0.002 2 45 . 2 2 2 . 30 . 5 10 . . . . . . . . . . . . .
GH 59 0.002 1.775 0.003 . 49 3 5 . . . 30 . 12 . . . . . . . . . . . . . .
OH 570 0.016 2.143 0.034 1 42 4 9 . . . 34 . 5 2 . . . . . 1 . 1 . . . . .
RH 2 0.000 1.000 0.000 . . . . . . . 50 . . . . . . . . 50 . . . . . . .
SH 25 0.001 1.145 0.001 . . 12 8 . . . 4 . . . . . . . . 75 . . . . . . .
TH 39 0.001 1.123 0.001 . 5 3 8 . . . 5 . . . . . . . . 79 . . . . . . .
_H 145 0.004 2.606 0.011 . 29 17 2 . . 1 18 . 16 5 . . . . . 11 . 1 . . . . .
*I 1 0.000 0.000 0.000 . . . . . . . . . . . . . . . . . . 99 . . . . .
2I 1 0.000 0.000 0.000 . . . . . . . . . . . . . . . . . . 99 . . . . .
8I 1 0.000 0.000 0.000 . . . . . . . . . . . . . . . . . . 99 . . . . .
AI 51 0.001 1.311 0.002 . . . . . 8 . . . . . . 50 . . . . . 41 . . . . .
CI 11 0.000 1.495 0.000 . . . . . 18 . . . . . . 36 . . . . . 45 . . . . .
DI 3 0.000 0.918 0.000 . . . . . . . . . . . . 33 . . . . . 66 . . . . .
GI 1 0.000 0.000 0.000 . . . . . 99 . . . . . . . . . . . . . . . . . .
HI 4 0.000 0.000 0.000 . . . . . . . . . . . . . . . . . . 99 . . . . .
II 71 0.002 1.885 0.004 . . . . . 4 . . . . . . 14 . . . . . 39 6 36 . . .
OI 9 0.000 0.764 0.000 . . . . . . . . . . . . 22 . . . . . 77 . . . . .
RI 1 0.000 0.000 0.000 . . . . . . . . . . . . . . . . . . 99 . . . . .
_I 1 0.000 0.000 0.000 . . . . . 99 . . . . . . . . . . . . . . . . . .
8L 1 0.000 0.000 0.000 . . . . . 99 . . . . . . . . . . . . . . . . . .
CL 2 0.000 1.000 0.000 . . . 50 . 50 . . . . . . . . . . . . . . . . . .
_L 2 0.000 1.000 0.000 . . 50 . . 50 . . . . . . . . . . . . . . . . . .
2O 116 0.003 1.489 0.005 . . . . 1 70 6 . . . . 1 15 1 3 . . . 2 . . 1 . .
4O 1629 0.046 1.574 0.072 . 1 . . 1 12 66 . . . . 16 1 . . . . 1 . . . . . .
8O 72 0.002 1.012 0.002 . . . . . 74 3 . . . . 1 21 . . . . . . . . . . .
AO 5 0.000 2.322 0.000 20 . . 20 20 20 . . . . . . . . . 20 . . . . . . . .
CO 172 0.005 1.126 0.005 . . . 2 1 75 3 . 1 . . . 17 . . . . . . . . . . .
DO 80 0.002 1.726 0.004 1 1 . 2 4 66 . . . . . 2 17 . 2 1 . 1 . . . . . .
EO 175 0.005 2.321 0.011 6 2 . . 1 42 5 . . 1 . 1 33 1 1 1 . 1 2 3 . . 1 .
FO 3 0.000 0.000 0.000 . . . . . 99 . . . . . . . . . . . . . . . . . .
GO 54 0.002 2.272 0.003 . . . 2 2 33 26 . . . . 24 9 . . 2 . . . . . 2 . .
HO 58 0.002 1.144 0.002 . . . . . 73 2 . . . . 3 19 . . . . . . . 2 . . .
LO 1 0.000 0.000 0.000 . . . . . . . . . . . . . . . . . . . 99 . . . .
MO 11 0.000 1.677 0.001 . 9 . . . 36 45 . . . . 9 . . . . . . . . . . . .
NO 15 0.000 1.237 0.001 7 . . . . 73 7 . . . . 13 . . . . . . . . . . . .
OO 4 0.000 1.500 0.000 . . . . . 50 25 . . . . . 25 . . . . . . . . . . .
PO 50 0.001 1.383 0.002 . 2 . . . 75 4 . . . 2 2 10 . 2 . . . . . . . . 2
RO 87 0.002 1.770 0.004 2 . . . 1 63 1 . . . . 3 20 1 3 . . . 2 1 . . . .
SO 37 0.001 1.436 0.001 3 . . . . 67 16 . . . . . 11 . . . . 3 . . . . . .
TO 49 0.001 1.735 0.002 . . . 4 4 63 4 . . . . 4 18 . . 2 . . . . . . . .
ZO 10 0.000 2.046 0.001 10 . . 10 10 30 . . . . . . 40 . . . . . . . . . . .
_O 1279 0.036 2.250 0.081 . . . . 1 41 23 . . . . 21 7 . . . . 3 . . . . . .
2P 1 0.000 0.000 0.000 . . . . . . . . . 99 . . . . . . . . . . . . . .
4P 2 0.000 1.000 0.000 . . 50 . . . . . . 50 . . . . . . . . . . . . . .
AP 2 0.000 1.000 0.000 . . 50 . . . . . . . . . . . . . 50 . . . . . . .
CP 17 0.000 2.469 0.001 6 . 12 6 . . . 12 . 35 6 . . . . . 23 . . . . . . .
EP 11 0.000 1.673 0.001 9 9 9 9 . . . . . 63 . . . . . . . . . . . . . .
GP 3 0.000 1.585 0.000 . . 33 . . . . 33 . . 33 . . . . . . . . . . . . .
OP 68 0.002 2.106 0.004 1 1 9 4 1 . . 10 . 54 16 . . . . . 1 . . . . . . .
RP 2 0.000 1.000 0.000 . 50 . . . . . . . 50 . . . . . . . . . . . . . .
TP 12 0.000 1.252 0.000 . . . . . . . . . 17 17 . . . . . 66 . . . . . . .
_P 98 0.003 2.039 0.006 . . 38 1 2 . . 4 . 36 10 . . . . . 7 . . . . . . .
GR 22 0.001 2.772 0.002 23 . 27 18 5 5 . 5 . 9 5 . . . . . . 5 . . . . . .
_R 125 0.004 2.415 0.008 10 . 21 2 . . . 36 . 17 11 1 . . . . . . 1 . . . 1 .
*S 2 0.000 1.000 0.000 . 50 . 50 . . . . . . . . . . . . . . . . . . . .
2S 13 0.000 0.773 0.000 . 84 8 . . . 8 . . . . . . . . . . . . . . . . .
4S 1 0.000 0.000 0.000 . 99 . . . . . . . . . . . . . . . . . . . . . .
8S 38 0.001 0.690 0.001 . 86 8 . 5 . . . . . . . . . . . . . . . . . . .
AS 1 0.000 0.000 0.000 . . . 99 . . . . . . . . . . . . . . . . . . . .
CS 9 0.000 2.113 0.001 11 33 11 33 11 . . . . . . . . . . . . . . . . . . .
DS 29 0.001 0.788 0.001 . 82 . 3 14 . . . . . . . . . . . . . . . . . . .
ES 191 0.005 1.136 0.006 1 81 2 3 8 1 1 2 . . . 2 . . . 1 . . . . . . . .
FS 2 0.000 1.000 0.000 . . . 50 50 . . . . . . . . . . . . . . . . . . .
GS 37 0.001 1.186 0.001 . 78 3 . . 3 11 3 . 3 . . . . . . . . . . . . . .
HS 25 0.001 0.951 0.001 . 75 . 4 20 . . . . . . . . . . . . . . . . . . .
MS 6 0.000 0.650 0.000 . 83 . . . . 17 . . . . . . . . . . . . . . . . .
NS 6 0.000 0.000 0.000 . 99 . . . . . . . . . . . . . . . . . . . . . .
OS 9 0.000 0.503 0.000 . 88 . 11 . . . . . . . . . . . . . . . . . . . .
PS 25 0.001 1.514 0.001 . 67 8 . 12 . . 8 . 4 . . . . . . . . . . . . . .
RS 32 0.001 0.201 0.000 . 96 . . 3 . . . . . . . . . . . . . . . . . . .
TS 2 0.000 1.000 0.000 . 50 . 50 . . . . . . . . . . . . . . . . . . . .
_S 650 0.018 1.235 0.023 . 80 4 2 1 . 6 2 . . . 3 . . . . . . . . . . . .
*T 1 0.000 0.000 0.000 . 99 . . . . . . . . . . . . . . . . . . . . . .
2T 14 0.000 1.435 0.001 . 71 . 7 7 . 7 . . . . 7 . . . . . . . . . . . .
8T 37 0.001 1.511 0.002 . 67 11 11 8 . 3 . . . . . . . . . . . . . . . . .
CT 15 0.000 2.042 0.001 . 33 7 33 20 . 7 . . . . . . . . . . . . . . . . .
DT 69 0.002 1.628 0.003 . 49 1 16 32 . . . . . . . . . . 1 . . . . . . . .
ET 323 0.009 1.305 0.012 . 78 2 6 7 1 1 1 . . . 1 . . . 1 . 1 . . . . . .
FT 23 0.001 0.927 0.001 . 82 4 . 9 . . 4 . . . . . . . . . . . . . . . .
GT 31 0.001 0.612 0.001 . 89 . . 3 . 3 3 . . . . . . . . . . . . . . . .
HT 61 0.002 2.179 0.004 . 52 6 11 16 2 . 6 . . . 2 2 . . . . . . . . . . 2
MT 4 0.000 1.500 0.000 . 50 . . . . 25 . . . . 25 . . . . . . . . . . . .
NT 5 0.000 1.371 0.000 . 59 . . . 20 20 . . . . . . . . . . . . . . . . .
OT 8 0.000 1.061 0.000 . 74 . 12 . . . 12 . . . . . . . . . . . . . . . .
PT 91 0.003 1.233 0.003 . 76 8 5 8 . . 1 . . . . . . . . . . . . . 1 . .
RT 42 0.001 0.866 0.001 . 85 . 5 . . 2 . . . . . 2 . . 5 . . . . . . . .
ST 3 0.000 0.918 0.000 . 66 . . 33 . . . . . . . . . . . . . . . . . . .
TT 1 0.000 0.000 0.000 . . . . . . . . . . . 99 . . . . . . . . . . . .
ZT 2 0.000 1.000 0.000 . 50 . 50 . . . . . . . . . . . . . . . . . . . .
_T 723 0.020 1.622 0.033 . 72 4 1 3 1 10 2 . . . 4 . . . . . 1 . . . . . .
DZ 199 0.006 1.476 0.008 . 26 1 62 5 . . 2 . 1 . . . . . . . . . . . . . .
FZ 4 0.000 1.000 0.000 . 50 . . 50 . . . . . . . . . . . . . . . . . . .
HZ 121 0.003 1.558 0.005 1 26 4 61 5 . . 2 . . . . . . . 1 . . . . . . . .
PZ 21 0.001 2.064 0.001 . 42 9 24 14 . . 9 . . . . . . . . . . . . . . . .
*_ 13 0.000 2.288 0.001 . . 38 . . . 8 . 23 15 8 . 8 . . . . . . . . . . .
2_ 70 0.002 2.839 0.006 . . 28 1 3 1 . 25 7 7 11 6 . . . 7 . 1 . . . . . .
4_ 5 0.000 1.922 0.000 . . . . . . 40 . 20 . . 20 . . . . . . . . . 20 . .
6_ 11 0.000 2.482 0.001 . . 9 . 18 . . . 27 . 18 9 . . . 18 . . . . . . . .
8_ 70 0.002 2.624 0.005 . . 30 6 3 8 . . 33 6 7 3 . . . 3 . . . . . 1 . .
A_ 6 0.000 2.252 0.000 . . 17 . 17 . 17 . 33 . 17 . . . . . . . . . . . . .
C_ 7 0.000 2.236 0.000 . . 14 14 28 . . . 28 . . . 14 . . . . . . . . . . .
D_ 12 0.000 2.855 0.001 . 17 8 8 8 . . 17 . 25 8 . 8 . . . . . . . . . . .
E_ 1028 0.029 3.265 0.094 . 1 20 2 11 4 4 2 13 17 15 3 1 . . 5 . 2 . . . . . .
F_ 1 0.000 0.000 0.000 . . . . . . . . . 99 . . . . . . . . . . . . . .
G_ 3309 0.093 2.923 0.271 . . 16 2 9 9 1 1 38 6 5 3 3 . . 4 . 2 . . . . . .
H_ 4 0.000 1.500 0.000 . . 50 . . . . . . 25 25 . . . . . . . . . . . . .
K_ 55 0.002 2.698 0.004 . . 14 5 16 2 . . 18 4 4 2 . . . 32 . 2 . . . . . .
L_ 39 0.001 2.462 0.003 . . 28 3 . . . . 10 28 20 3 . . . 5 . 3 . . . . . .
M_ 389 0.011 2.634 0.029 . . 29 2 7 1 1 1 6 27 21 . . . . 3 . 1 . . . . . .
N_ 446 0.013 2.548 0.032 . 1 34 2 6 1 . 2 5 24 21 1 . . . 2 . 1 . . . . . .
O_ 31 0.001 3.046 0.003 . . 26 6 3 10 3 . 22 6 3 6 3 . . 10 . . . . . . . .
P_ 3 0.000 1.585 0.000 . 33 33 . . . . . . 33 . . . . . . . . . . . . . .
R_ 589 0.017 2.809 0.046 . . 33 3 4 1 1 10 7 15 21 1 . . . 2 . 2 . . . . . 1
S_ 4 0.000 1.500 0.000 . . 25 . 25 . . . 50 . . . . . . . . . . . . . . .
T_ 1 0.000 0.000 0.000 . . . . . . . . . . 99 . . . . . . . . . . . . .
Z_ 2 0.000 1.000 0.000 . . 50 . . . . . . . 50 . . . . . . . . . . . . .
__ 1 0.000 0.000 0.000 . . . . . . 99 . . . . . . . . . . . . . . . . .
----- ----- ----- ----- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- --
TOT 35620 1.000 1.767 1.767 17 12 11 11 8 7 6 6 5 4 3 3 3 1 1 1 1 1 0 0 0 0 0 0
Looking at this table we can see that these frequent
digraphs are almost always (>80%) word-final
A6 C6 O6
IE
2G 8G CG DG EG HG PG RG TG SG ZG
AK
AL IL
AM
AN
and these are quite often (>10%) word-final
C2 E2 G2
8E AE DE HE OE SE TE
OG
OM
AR ER IR OR GR _R
and these are almost never word-final:
.2 .4 .8 .A .C .D
GE _E
.F
.H .I .O .P .S .T .Z
These are the additional breaks we add if we assume these
letters are always word-final:
.M 33
.N 37
.K 2
.L 5
.6 1
.G 470
.R 326
.E 1325
If we assume that G is always word-final, we will add about 470 new
word breaks. Of these, 190 will be after "8G" 70 after "CG", and
130 after _G. We could fix this problem by correcting
" GH" --> " OH"
" GD" --> " OD"
"4G" --> "4O"
and then breaking after all remaining "G"s.
It doesn't seem possible to break automatically after "R" or "E",
without changing substantially the set of words.
Here is the analogous table for backwards
transitions:
cat .voyn.tri \
| tr '/' '_' \
| sed -e 's/\(.\)\(..\)/\2\1/g' \
| count-transition-freqs \
-v chars='_/COG8EDA4TSHRNM2ZPIKLF6*' \
> .voyn-word-beg.frq
Transition probabilities (× 99):
count freq ntrpy pntpy _ C O G 8 E D A 4 T S H R N M 2 Z P I K L F 6 *
-- ----- ----- ----- ----- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- --
** 3 0.000 1.585 0.000 33 33 33 . . . . . . . . . . . . . . . . . . . . .
*8 5 0.000 1.922 0.000 20 40 . . . . . 20 . 20 . . . . . . . . . . . . . .
*A 4 0.000 1.500 0.000 50 25 25 . . . . . . . . . . . . . . . . . . . . .
*C 3 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
*D 1 0.000 0.000 0.000 . 99 . . . . . . . . . . . . . . . . . . . . . .
*G 2 0.000 1.000 0.000 . 50 . . . . . . . . . . . . . . . . . . . . . 50
*I 1 0.000 0.000 0.000 . . . . . . . . . . . . . . . . . . . . . . . 99
*N 1 0.000 0.000 0.000 . 99 . . . . . . . . . . . . . . . . . . . . . .
*O 1 0.000 0.000 0.000 . . . . . . . 99 . . . . . . . . . . . . . . . .
*S 2 0.000 1.000 0.000 50 . . . . . 50 . . . . . . . . . . . . . . . . .
*T 1 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
*_ 13 0.000 2.815 0.001 8 23 . . . . 8 23 . 8 . 15 8 . . . . . . . . . . 8
28 3 0.000 1.585 0.000 . 33 . . . . . . . 33 33 . . . . . . . . . . . . .
2A 131 0.004 0.976 0.004 85 2 1 5 . 4 . . 1 . . 1 1 . 2 . . . . . . . . .
2C 4 0.000 1.500 0.000 25 50 . 25 . . . . . . . . . . . . . . . . . . . .
2D 5 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
2E 1 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
2G 10 0.000 2.446 0.001 30 20 . . . 20 . 10 . . . . . 10 . . 10 . . . . . . .
2H 3 0.000 1.585 0.000 33 33 . 33 . . . . . . . . . . . . . . . . . . . .
2I 1 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
2O 116 0.003 0.553 0.002 91 3 . 2 . 1 . 1 1 . . . . . . . . . . . . . . .
2P 1 0.000 0.000 0.000 . . . 99 . . . . . . . . . . . . . . . . . . . .
2S 13 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
2T 14 0.000 0.592 0.000 85 . . 14 . . . . . . . . . . . . . . . . . . . .
2_ 70 0.002 2.380 0.005 13 47 8 4 1 11 . 7 . 7 . . . . . . . . . . . . . .
42 2 0.000 1.000 0.000 50 . . 50 . . . . . . . . . . . . . . . . . . . .
4A 4 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
4C 20 0.001 0.286 0.000 94 . 5 . . . . . . . . . . . . . . . . . . . . .
4D 4 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
4F 1 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
4G 3 0.000 0.918 0.000 66 . . 33 . . . . . . . . . . . . . . . . . . . .
4H 5 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
4O 1629 0.046 0.442 0.020 92 . . 5 . 1 . . . . . . . . . . . . . . . . . .
4P 2 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
4S 1 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
4_ 5 0.000 0.722 0.000 79 20 . . . . . . . . . . . . . . . . . . . . . .
6A 1 0.000 0.000 0.000 . . . . . . . . . . . . 99 . . . . . . . . . . .
6_ 11 0.000 1.686 0.001 9 18 18 . . . . 54 . . . . . . . . . . . . . . . .
82 1 0.000 0.000 0.000 . 99 . . . . . . . . . . . . . . . . . . . . . .
84 2 0.000 1.000 0.000 . 50 . 50 . . . . . . . . . . . . . . . . . . . .
88 3 0.000 1.585 0.000 . . . . . 33 . . . . . 33 33 . . . . . . . . . . .
8A 423 0.012 1.623 0.019 68 17 2 4 . 4 . . . 3 . . . 1 . . . . . . . . . .
8C 19 0.001 1.925 0.001 47 26 10 10 . . . . . . 5 . . . . . . . . . . . . .
8D 8 0.000 0.811 0.000 74 25 . . . . . . . . . . . . . . . . . . . . . .
8E 10 0.000 1.571 0.000 59 20 . . 10 . 10 . . . . . . . . . . . . . . . . .
8G 2052 0.058 1.029 0.059 3 84 1 . . 3 . . . 4 2 . . . . . 1 . . . . . . .
8H 1 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
8I 1 0.000 0.000 0.000 . 99 . . . . . . . . . . . . . . . . . . . . . .
8L 1 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
8O 72 0.002 1.426 0.003 73 11 . 6 . 3 . . . 3 . . . . . . 3 1 . . . . . .
8R 2 0.000 1.000 0.000 50 . . . . . . 50 . . . . . . . . . . . . . . . .
8S 38 0.001 0.524 0.001 91 3 . 3 . 3 . . . . . . . . . . . . . . . . . .
8T 37 0.001 1.227 0.001 75 11 8 3 . 3 . . . . . . . . . . . . . . . . . .
8_ 70 0.002 1.657 0.003 4 72 4 1 . 4 . 4 . 4 1 . . . 1 . 1 . . . . . . .
A* 5 0.000 0.971 0.000 . . . . 59 . 40 . . . . . . . . . . . . . . . . .
A2 7 0.000 1.842 0.000 14 . . . . . 42 . . . . 28 . . . 14 . . . . . . . .
A6 6 0.000 1.252 0.000 . . . . . . 66 . . . . 17 17 . . . . . . . . . . .
A8 8 0.000 2.156 0.000 12 12 . . 25 . 37 . . . . 12 . . . . . . . . . . . .
AA 1 0.000 0.000 0.000 . . . . . 99 . . . . . . . . . . . . . . . . . .
AD 4 0.000 1.500 0.000 25 . . . 50 . . . . . . . . . . 25 . . . . . . . .
AE 552 0.015 2.897 0.045 7 4 . . 22 2 31 . . 3 2 15 4 . . 5 1 1 . . . . . .
AG 4 0.000 1.500 0.000 25 25 . . . . 50 . . . . . . . . . . . . . . . . .
AH 4 0.000 0.811 0.000 74 . . . . . . . . . . . 25 . . . . . . . . . . .
AI 51 0.001 2.643 0.004 6 . . . 21 10 27 . . . . 10 12 . . 14 . . . . . . . .
AK 43 0.001 2.987 0.004 12 5 . . 23 5 25 . . 9 2 5 9 . . 2 . . . . . . 2 .
AL 12 0.000 2.451 0.001 . 8 . . 8 . 41 . . . 8 8 17 . . 8 . . . . . . . .
AM 399 0.011 2.516 0.028 8 . . . 24 3 38 . . . . 9 6 . . 9 . . . . . . . .
AN 475 0.013 2.101 0.028 3 . . . 11 3 56 . . . . 14 4 . . 6 . . . . . . . 1
AO 5 0.000 1.371 0.000 . . . . . 20 59 . . . . . . 20 . . . . . . . . . .
AP 2 0.000 1.000 0.000 . . . . 50 . 50 . . . . . . . . . . . . . . . . .
AR 395 0.011 2.906 0.032 6 5 . 1 29 3 24 . . 2 2 15 5 . . 6 1 1 . . . . . .
AS 1 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
A_ 6 0.000 1.792 0.000 . 17 . . 50 . . . 17 . . . . . . . . 17 . . . . . .
C* 10 0.000 2.446 0.001 10 10 . . . . 20 . 10 30 20 . . . . . . . . . . . . .
C2 45 0.001 2.131 0.003 2 44 . . . . 4 . . 31 7 2 . . . 2 7 . . . . . . .
C4 1 0.000 0.000 0.000 . . . . . . . . . . 99 . . . . . . . . . . . . .
C6 2 0.000 1.000 0.000 . . . . . . . . . 50 . 50 . . . . . . . . . . . .
C8 1897 0.053 2.359 0.126 . 26 . . . . 15 . . 27 20 8 . . . . 2 . . . . . . .
CA 55 0.002 2.095 0.003 2 18 . . 2 . 14 . . 38 25 . . . . . . . . . . . . .
CC 954 0.027 2.296 0.061 1 3 2 . 1 1 47 . 1 13 16 14 . . . . . . . . . . . .
CD 155 0.004 1.876 0.008 1 17 1 . . 1 . . 4 36 39 . . . . . . . . . . . . .
CE 4 0.000 2.000 0.000 25 25 . . . . . . . . . 25 . . . . 25 . . . . . . .
CF 3 0.000 1.585 0.000 . 33 . 33 . . . . . . 33 . . . . . . . . . . . . .
CG 842 0.024 2.274 0.054 . 38 . . . . 8 . . 24 18 4 . . . . 6 . . . . . . .
CH 80 0.002 1.747 0.004 1 17 . . . . . . 4 43 33 . . . . . . . . . . . . .
CI 11 0.000 2.914 0.001 . 9 . . 18 . 9 . . 9 18 9 . . . 18 9 . . . . . . .
CL 2 0.000 1.000 0.000 . . . . . . . . . 50 50 . . . . . . . . . . . . .
CM 8 0.000 1.299 0.000 . . . . 25 . 62 . . . . 12 . . . . . . . . . . . .
CO 172 0.005 1.966 0.009 . 9 . . . . 9 . . 40 35 6 . . . . 1 . . . . . . .
CP 17 0.000 2.095 0.001 17 12 . 6 . . . . . 29 35 . . . . . . . . . . . . .
CR 8 0.000 1.299 0.000 . 62 . . . . 12 . . 25 . . . . . . . . . . . . . .
CS 9 0.000 0.764 0.000 . . . . . . 77 . . . . 22 . . . . . . . . . . . .
CT 15 0.000 1.857 0.001 . 7 . . . . 53 . . 13 . 20 . . . . . 7 . . . . . .
C_ 7 0.000 2.128 0.000 . 42 14 . . 14 . . . 14 14 . . . . . . . . . . . . .
D* 2 0.000 1.000 0.000 50 . 50 . . . . . . . . . . . . . . . . . . . . .
D8 2 0.000 0.000 0.000 . . 99 . . . . . . . . . . . . . . . . . . . . .
DA 742 0.021 1.221 0.025 4 2 77 3 . 12 . . . 1 . . . . . . . . . . . . . .
DC 873 0.025 1.392 0.034 4 2 72 4 1 16 . . . 1 . . . . . . . . . . . . . .
DE 11 0.000 0.946 0.000 . . 63 . . 36 . . . . . . . . . . . . . . . . . .
DG 169 0.005 1.762 0.008 . 28 51 4 . 13 . 1 . 1 2 . . . . . . . . . . . . .
DI 3 0.000 0.918 0.000 66 33 . . . . . . . . . . . . . . . . . . . . . .
DM 1 0.000 0.000 0.000 . . 99 . . . . . . . . . . . . . . . . . . . . .
DO 80 0.002 1.624 0.004 20 . 62 5 . 9 . . 2 . . . 1 . . . . . . . . . . .
DS 29 0.001 1.734 0.001 17 . 58 10 3 10 . . . . . . . . . . . . . . . . . .
DT 69 0.002 1.628 0.003 11 4 65 4 . 13 . . . . 1 . . . . . . . . . . . . .
DZ 199 0.006 2.148 0.012 3 34 6 1 . . . . . 33 19 . . . . . . . . . . . . .
D_ 12 0.000 1.784 0.001 17 41 33 . . . . 8 . . . . . . . . . . . . . . . .
E2 16 0.000 2.049 0.001 25 . 31 . . . . 31 . 6 . . . . . 6 . . . . . . . .
E4 9 0.000 1.352 0.000 . . 55 . 11 . . 33 . . . . . . . . . . . . . . . .
E8 87 0.002 1.759 0.004 20 . 50 1 . 1 . 24 . 1 1 . . . . . . . . . . . . .
EA 55 0.002 1.940 0.003 20 . 54 4 . 2 2 14 . 2 . . . . . . . . 2 . . . . .
EC 11 0.000 0.684 0.000 18 . 81 . . . . . . . . . . . . . . . . . . . . .
ED 272 0.008 0.996 0.008 16 . 78 1 . . . 3 . . . . . . . . . . . . . . . .
EE 8 0.000 0.811 0.000 25 . 74 . . . . . . . . . . . . . . . . . . . . .
EF 6 0.000 0.918 0.000 33 . 66 . . . . . . . . . . . . . . . . . . . . .
EG 106 0.003 1.459 0.004 8 . 53 3 . . . 35 . . . . . . . . . . . . . . . .
EH 40 0.001 1.331 0.001 17 . 67 2 . . . 12 . . . . . . . . . . . . . . . .
EK 2 0.000 1.000 0.000 . . . 50 . . . 50 . . . . . . . . . . . . . . . .
EO 175 0.005 1.783 0.009 36 . 41 2 . 1 1 18 . . . 1 . . . . . . . . . . . .
EP 11 0.000 1.241 0.000 27 . 63 . . . . . . . . . . . . . . . 9 . . . . .
ER 13 0.000 2.038 0.001 30 . 38 . . . 8 15 . 8 . . . . . . . . . . . . . .
ES 191 0.005 1.635 0.009 30 1 52 1 2 . . 13 . . . . 1 . . . . . . . . . . .
ET 323 0.009 1.749 0.016 36 . 48 4 . 1 1 9 . 1 . . . . . . . . . . . . . .
E_ 1028 0.029 1.355 0.039 1 . 58 . . . 1 36 . 1 . . . . . . . . 1 . . . . .
FA 2 0.000 1.000 0.000 . . 50 . . . . . . 50 . . . . . . . . . . . . . .
FC 1 0.000 0.000 0.000 . 99 . . . . . . . . . . . . . . . . . . . . . .
FO 3 0.000 1.585 0.000 . . 33 . . 33 . . 33 . . . . . . . . . . . . . . .
FS 2 0.000 0.000 0.000 . . 99 . . . . . . . . . . . . . . . . . . . . .
FT 23 0.001 2.017 0.001 26 4 39 9 . 22 . . . . . . . . . . . . . . . . . .
FZ 4 0.000 1.000 0.000 50 . . . . . . . . 50 . . . . . . . . . . . . . .
F_ 1 0.000 0.000 0.000 . 99 . . . . . . . . . . . . . . . . . . . . . .
G2 16 0.000 2.475 0.001 6 6 . . 43 . . . . 6 . 6 . . . 6 19 . . . 6 . . .
G4 91 0.003 1.484 0.004 2 24 . . 64 2 1 . . . . 1 . . . . 4 . . . . . . .
G8 35 0.001 2.921 0.003 23 11 . . 25 3 6 . . 3 3 8 6 . . . 11 . . . . . . .
GA 3 0.000 1.585 0.000 33 33 . . 33 . . . . . . . . . . . . . . . . . . .
GC 2 0.000 1.000 0.000 50 . . . 50 . . . . . . . . . . . . . . . . . . .
GD 75 0.002 2.030 0.004 53 12 3 . 22 1 1 . 1 . 3 . . . . . 1 1 . . . . . .
GE 36 0.001 2.099 0.002 8 22 . . 50 . 6 . . . . 8 3 . . . 3 . . . . . . .
GF 2 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
GG 1 0.000 0.000 0.000 . . . . 99 . . . . . . . . . . . . . . . . . . .
GH 59 0.002 2.390 0.004 44 15 . 2 23 2 2 . 2 2 2 3 2 . 2 . . . . . . . . .
GI 1 0.000 0.000 0.000 . . . . 99 . . . . . . . . . . . . . . . . . . .
GK 1 0.000 0.000 0.000 . . . . 99 . . . . . . . . . . . . . . . . . . .
GO 54 0.002 2.334 0.004 6 18 2 . 50 2 4 . . 2 2 6 . . . . 9 . . . . . . .
GP 3 0.000 0.918 0.000 . 33 . . 66 . . . . . . . . . . . . . . . . . . .
GR 22 0.001 2.184 0.001 9 18 . . 50 5 9 . 5 . . 5 . . . . . . . . . . . .
GS 37 0.001 1.572 0.002 62 . 5 . 24 . . . . . 3 3 3 . . . . . . . . . . .
GT 31 0.001 1.641 0.001 54 . 3 . 32 3 3 . . . . 3 . . . . . . . . . . . .
G_ 3310 0.093 2.008 0.187 . 23 . . 56 3 5 . . 2 1 2 1 . . . 6 . . . . . . .
H* 2 0.000 0.000 0.000 . . 99 . . . . . . . . . . . . . . . . . . . . .
H2 1 0.000 0.000 0.000 . 99 . . . . . . . . . . . . . . . . . . . . . .
H8 3 0.000 0.918 0.000 . . 66 . . 33 . . . . . . . . . . . . . . . . . .
HA 259 0.007 1.364 0.010 10 2 74 7 . 5 . . . 1 . . . . . . . . . . . . . .
HC 343 0.010 1.469 0.014 12 2 70 8 . 5 . . . 1 . . . . . . . . . . . . . .
HD 1 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
HE 3 0.000 0.918 0.000 . . 66 . . 33 . . . . . . . . . . . . . . . . . .
HG 88 0.002 1.679 0.004 3 29 56 3 . 1 . . . 3 2 . . . . . . . . . . . . .
HI 4 0.000 0.811 0.000 25 . 74 . . . . . . . . . . . . . . . . . . . . .
HO 58 0.002 1.738 0.003 43 . 43 3 . . . 2 . 2 5 . . . . 2 . . . . . . . .
HS 25 0.001 1.406 0.001 28 . 55 . . 16 . . . . . . . . . . . . . . . . . .
HT 61 0.002 1.667 0.003 39 . 44 11 . 3 . . . . . . . . . 2 . . . . . . . .
HZ 121 0.003 2.475 0.008 13 32 6 . . . . 2 4 25 16 . 1 . . 1 . . . . . . . .
H_ 4 0.000 0.811 0.000 . . 74 . . 25 . . . . . . . . . . . . . . . . . .
IE 11 0.000 2.118 0.001 9 18 . 9 . . . 36 . . . . . . . . . . 27 . . . . .
II 71 0.002 2.374 0.005 . 7 10 . 1 . 3 29 . . . 6 1 . . 1 . . 39 . . . . 1
IK 4 0.000 0.000 0.000 . . . . . . . . . . . . . . . . . . 99 . . . . .
IL 26 0.001 0.000 0.000 . . . . . . . . . . . . . . . . . . 99 . . . . .
IR 43 0.001 1.579 0.002 . 9 5 . . . 2 60 . . . . . . . . . . 23 . . . . .
KE 1 0.000 0.000 0.000 . . . . . 99 . . . . . . . . . . . . . . . . . .
KO 1 0.000 0.000 0.000 . . . . . . . 99 . . . . . . . . . . . . . . . .
K_ 55 0.002 1.161 0.002 . . 13 2 . 2 . 76 . . . . . . . . . . 7 . . . . .
LE 3 0.000 1.585 0.000 33 33 . . 33 . . . . . . . . . . . . . . . . . . .
LG 1 0.000 0.000 0.000 . 99 . . . . . . . . . . . . . . . . . . . . . .
LO 1 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
L_ 39 0.001 1.049 0.001 . . 3 . . . . 30 . . . . . . . . . . 66 . . . . .
M2 2 0.000 0.000 0.000 . . . . . . . 99 . . . . . . . . . . . . . . . .
M4 1 0.000 0.000 0.000 . . . . . . . 99 . . . . . . . . . . . . . . . .
M8 2 0.000 0.000 0.000 . . . . . . . 99 . . . . . . . . . . . . . . . .
MA 1 0.000 0.000 0.000 . . . . . . . 99 . . . . . . . . . . . . . . . .
MG 6 0.000 0.650 0.000 . . 17 . . . . 83 . . . . . . . . . . . . . . . .
MO 11 0.000 0.684 0.000 . . 18 . . . . 81 . . . . . . . . . . . . . . . .
MS 6 0.000 0.650 0.000 . 17 . . . . . 83 . . . . . . . . . . . . . . . .
MT 4 0.000 0.000 0.000 . . . . . . . 99 . . . . . . . . . . . . . . . .
M_ 389 0.011 0.341 0.004 . 2 3 . . . . 94 . . . . . . . . . . . . . . . .
N2 1 0.000 0.000 0.000 . . . . . . . 99 . . . . . . . . . . . . . . . .
N4 1 0.000 0.000 0.000 . . . . . . . 99 . . . . . . . . . . . . . . . .
N8 5 0.000 0.000 0.000 . . . . . . . 99 . . . . . . . . . . . . . . . .
NA 2 0.000 0.000 0.000 . . . . . . . 99 . . . . . . . . . . . . . . . .
NG 2 0.000 0.000 0.000 . . . . . . . 99 . . . . . . . . . . . . . . . .
NO 15 0.000 0.353 0.000 . . 7 . . . . 92 . . . . . . . . . . . . . . . .
NS 6 0.000 0.000 0.000 . . . . . . . 99 . . . . . . . . . . . . . . . .
NT 5 0.000 0.000 0.000 . . . . . . . 99 . . . . . . . . . . . . . . . .
N_ 446 0.013 0.126 0.002 . . 1 . . . . 97 . . . . . . . . . . . . . . . .
O* 2 0.000 1.000 0.000 50 . . . . . . . . . . . . . . . . 50 . . . . . .
O2 7 0.000 2.522 0.000 28 . . 14 . 14 14 14 . 14 . . . . . . . . . . . . . .
O4 8 0.000 1.061 0.000 74 12 . . . . . . 12 . . . . . . . . . . . . . . .
O6 2 0.000 0.000 0.000 . . . . . 99 . . . . . . . . . . . . . . . . . .
O8 32 0.001 2.797 0.003 28 3 . 3 . 6 9 3 31 6 . . 3 . . 3 3 . . . . . . .
OA 3 0.000 0.000 0.000 . . . . . . . . 99 . . . . . . . . . . . . . . .
OC 19 0.001 1.999 0.001 16 . . . . 16 5 . 52 . . . . . 5 . . 5 . . . . . .
OD 1435 0.040 1.087 0.044 21 . . 1 . 1 . . 75 . . . . . . . . . . . . . . .
OE 1344 0.038 3.054 0.115 39 10 . 1 4 5 4 . 14 2 2 3 4 1 . 6 . 3 . . . . . .
OF 13 0.000 1.614 0.001 46 . . 8 . . . . 38 . . . . . . 8 . . . . . . . .
OG 14 0.000 2.807 0.001 14 28 . 7 . . 14 7 7 14 . . . . . . 7 . . . . . . .
OH 570 0.016 1.393 0.022 47 . . 2 . . . . 47 . . . 1 . . . . . . . . . . .
OI 9 0.000 1.975 0.000 22 . . . . 33 . . . . . . 22 . . 22 . . . . . . . .
OK 7 0.000 1.149 0.000 . . . . . 71 . . . . . . 14 . . . . . . . 14 . . .
OL 1 0.000 0.000 0.000 . . . . . . . . . . . 99 . . . . . . . . . . . .
OM 14 0.000 2.503 0.001 21 . . . . 14 14 . . . . . 21 . . 21 . 7 . . . . . .
ON 7 0.000 2.128 0.000 42 . . . . 14 . . 14 . . . 14 . . 14 . . . . . . . .
OO 4 0.000 0.811 0.000 25 . . . . . . . 74 . . . . . . . . . . . . . . .
OP 68 0.002 1.227 0.002 61 . . . . 1 1 . 33 . 1 . . . . . . . . . . . . .
OR 302 0.008 3.150 0.027 31 10 . 2 5 19 5 . 5 3 1 4 6 . . 6 1 2 . . . . . .
OS 9 0.000 1.224 0.000 66 . . . . . . . 22 . . . . . . . . 11 . . . . . .
OT 8 0.000 1.406 0.000 37 . . . . 12 . . 50 . . . . . . . . . . . . . . .
O_ 31 0.001 2.735 0.002 10 . . . . 35 3 3 26 . 3 . 6 3 . . 3 . . 3 . . . 3
P8 3 0.000 0.918 0.000 66 . 33 . . . . . . . . . . . . . . . . . . . . .
PA 14 0.000 1.689 0.001 28 14 50 7 . . . . . . . . . . . . . . . . . . . .
PC 3 0.000 1.585 0.000 . . 33 . . 33 . . . . . . 33 . . . . . . . . . . .
PG 6 0.000 1.792 0.000 17 17 50 . . 17 . . . . . . . . . . . . . . . . . .
PO 50 0.001 1.305 0.002 75 4 12 2 . 2 . 2 2 . . . . . . . . . . . . . . .
PS 25 0.001 1.713 0.001 40 4 44 4 . . . . . 8 . . . . . . . . . . . . . .
PT 91 0.003 1.936 0.005 39 7 40 . . 8 . . 1 2 . . 1 . . 1 . . . . . . . .
PZ 21 0.001 1.933 0.001 33 19 5 . . . . 5 . 38 . . . . . . . . . . . . . .
P_ 3 0.000 1.585 0.000 . 33 33 . . 33 . . . . . . . . . . . . . . . . . .
R* 1 0.000 0.000 0.000 . . . . . . . . . . . . . . . . . . 99 . . . . .
R2 1 0.000 0.000 0.000 . . . . . . . 99 . . . . . . . . . . . . . . . .
R4 3 0.000 0.918 0.000 . . 33 . . . . 66 . . . . . . . . . . . . . . . .
R6 1 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
R8 6 0.000 1.459 0.000 . . . 17 . . . 50 . 33 . . . . . . . . . . . . . .
RA 96 0.003 1.783 0.005 46 . 31 1 . 1 . 15 . . . . . . . . . . 4 . . . . .
RC 4 0.000 0.000 0.000 . . 99 . . . . . . . . . . . . . . . . . . . . .
RD 2 0.000 1.000 0.000 . . 50 . . . . 50 . . . . . . . . . . . . . . . .
RE 1 0.000 0.000 0.000 . . . 99 . . . . . . . . . . . . . . . . . . . .
RG 45 0.001 1.997 0.003 7 2 31 9 . . . 44 . . . . . . . . . . 7 . . . . .
RH 2 0.000 1.000 0.000 50 . . . . . . 50 . . . . . . . . . . . . . . . .
RI 1 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
RO 87 0.002 2.046 0.005 31 . 32 7 1 1 . 26 . . . . . . . . . . 1 . . . . .
RP 2 0.000 1.000 0.000 . . . 50 . . . 50 . . . . . . . . . . . . . . . .
RS 32 0.001 1.660 0.001 43 . 34 3 . . . 19 . . . . . . . . . . . . . . . .
RT 42 0.001 1.898 0.002 50 . 21 5 . 2 . 19 . . . . . . . . . . 2 . . . . .
R_ 589 0.017 1.654 0.027 2 1 34 1 . 2 . 53 . . . . . . . . . . 6 . . . . .
S2 1 0.000 0.000 0.000 . . . . . 99 . . . . . . . . . . . . . . . . . .
S8 40 0.001 2.572 0.003 17 2 . . 5 40 10 . . . . 12 2 . . . . 7 . . . 2 . .
SA 21 0.001 1.280 0.001 71 . . 5 . 14 . . . . . . . . . . . 9 . . . . . .
SC 868 0.024 2.072 0.050 60 . 1 3 4 18 3 . . . . 2 4 1 1 1 . 2 . . . . . .
SD 45 0.001 0.882 0.001 84 . . 9 . 2 . . . . . . . . 2 2 . . . . . . . .
SE 5 0.000 1.371 0.000 59 . . 20 . 20 . . . . . . . . . . . . . . . . . .
SG 28 0.001 2.547 0.002 42 11 4 . . 21 4 4 . 4 . 4 . . . . . . . . . 4 . 4
SH 25 0.001 0.529 0.000 87 . . . . 12 . . . . . . . . . . . . . . . . . .
SO 37 0.001 1.595 0.002 70 3 . 3 8 8 . . . . . . . . . 3 . 5 . . . . . .
SR 1 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
ST 3 0.000 1.585 0.000 33 . . 33 . . . . . . . . . . . . . 33 . . . . . .
S_ 4 0.000 1.500 0.000 50 25 . . . 25 . . . . . . . . . . . . . . . . . .
T* 2 0.000 1.000 0.000 50 . . . . . . . . . . 50 . . . . . . . . . . . .
T2 6 0.000 1.918 0.000 17 . . . . 33 17 . . . . . 33 . . . . . . . . . . .
T8 96 0.003 2.724 0.007 25 3 . 1 3 23 23 . . . 1 10 . . . 1 . 7 . . . 2 . .
TA 26 0.001 1.956 0.001 57 . 4 4 . 11 . . . . . 15 . . . . . 4 . . . 4 . .
TC 1054 0.030 2.328 0.069 49 . 1 3 2 24 3 . . . . 3 3 . . 1 . 7 . . . 2 . .
TD 83 0.002 0.926 0.002 86 1 . 1 1 5 . . . . . . 1 1 1 1 . . . . . . . .
TE 13 0.000 1.489 0.001 61 . . . . 23 . . . . . 8 . 8 . . . . . . . . . .
TF 3 0.000 0.918 0.000 66 . . . . . . . . . . . . . . . . 33 . . . . . .
TG 62 0.002 2.936 0.005 10 8 2 . 6 30 18 . . . . 11 3 . . 2 2 8 . . . . . .
TH 39 0.001 1.142 0.001 79 . . . . 10 . . . 3 . 3 . . 3 3 . . . . . . . .
TO 49 0.001 2.156 0.003 53 2 . . 8 10 2 . . . . 8 . . . . . 14 . . . 2 . .
TP 12 0.000 0.811 0.000 74 . . . . 25 . . . . . . . . . . . . . . . . . .
TR 4 0.000 1.500 0.000 50 . . . . . . . . . . 25 25 . . . . . . . . . . .
TS 2 0.000 1.000 0.000 50 . . . . 50 . . . . . . . . . . . . . . . . . .
TT 1 0.000 0.000 0.000 99 . . . . . . . . . . . . . . . . . . . . . . .
T_ 1 0.000 0.000 0.000 . . . . . 99 . . . . . . . . . . . . . . . . . .
Z2 1 0.000 0.000 0.000 . . . . . . . . . . . 99 . . . . . . . . . . . .
Z8 21 0.001 1.750 0.001 . . . . . . 47 . . . . 28 . . . . . 14 . . . 9 . .
ZA 9 0.000 1.436 0.000 . . . . . . 55 . . . . 22 . . . . . 22 . . . . . .
ZC 96 0.003 1.438 0.004 . . . . . . 55 . . . . 33 . . . . . 9 . . . 2 . .
ZG 204 0.006 1.095 0.006 . . . . . . 61 . . . . 36 . . . . . 2 . . . . . .
ZO 10 0.000 1.485 0.000 . . . . . . 30 . . . . 50 . . . . . 20 . . . . . .
ZT 2 0.000 0.000 0.000 . . . . . . 99 . . . . . . . . . . . . . . . . .
Z_ 2 0.000 1.000 0.000 . . . . . . 50 . . . . 50 . . . . . . . . . . . .
_* 10 0.000 1.361 0.000 . . . 50 . 10 . . . . . . 40 . . . . . . . . . . .
_2 265 0.007 2.067 0.015 . . 1 56 1 20 . . . . . . 3 3 4 2 . . . 7 1 . 1 .
_4 1560 0.044 1.137 0.050 . . . 81 1 8 . . . . . . 3 1 1 . . . . 1 . . . .
_6 1 0.000 0.000 0.000 . . . 99 . . . . . . . . . . . . . . . . . . . .
_8 492 0.014 1.907 0.026 . . . 57 . 22 . . . . . . 4 6 5 . . . . 2 . . . .
_A 128 0.004 2.196 0.008 . . . 14 . 14 2 . . . . . 46 7 2 14 . . . . . . . .
_C 23 0.001 2.315 0.001 . . . 26 . 39 9 . . . . . 4 13 4 . . 4 . . . . . .
_D 102 0.003 1.814 0.005 1 . 1 46 . 39 . 1 2 . . . 4 . 5 . . . . . . . . 1
_E 350 0.010 1.028 0.010 . . 1 81 2 11 . . . . . . 2 1 1 . . . . . . . . .
_F 7 0.000 2.128 0.000 . . . . 14 42 . . 14 . . . 14 . 14 . . . . . . . . .
_G 134 0.004 2.336 0.009 . 1 1 51 3 15 1 . . . . . 11 7 6 1 . . . 2 1 . . .
_H 145 0.004 1.764 0.007 . . 1 63 1 21 . . 1 . . . 3 3 1 3 . . . 1 1 . 1 .
_I 1 0.000 0.000 0.000 . . . . . . . . . . . . . . 99 . . . . . . . . .
_L 2 0.000 0.000 0.000 . . . 99 . . . . . . . . . . . . . . . . . . . .
_O 1279 0.036 2.486 0.089 . . 1 41 2 16 . . . . . . 15 12 9 2 . . . 1 1 . . .
_P 98 0.003 1.799 0.005 . . . 60 . 16 . . . . . . 13 3 4 1 . . . 1 1 . . .
_R 125 0.004 1.036 0.004 . 1 1 81 . 12 1 . . . . . 2 1 1 . . . . . . . . 1
_S 650 0.018 2.591 0.047 . . . 25 1 24 . . . . . . 19 14 12 1 . . . . 1 . . .
_T 723 0.020 2.527 0.051 . . . 29 1 25 . . . . . . 12 15 15 1 . . . . 2 . . .
__ 1 0.000 0.000 0.000 . . . 99 . . . . . . . . . . . . . . . . . . . .
----- ----- ----- ----- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- --
TOT 35620 1.000 1.767 1.767 17 12 11 11 8 7 6 6 5 4 3 3 3 1 1 1 1 1 0 0 0 0 0 0
The only significant digraphs that can be taken as sign of
word start are "2." and "4.". The number of new breaks
implied by each is shown below:
2. 107 (61 before 2_, 19 before 2A)
4. 116 (112 before 4O; all ok)
The following digraphs are practically never word-initial:
C. except CP
DG
E_
G_
I. L. M. N.
R_
Z.
OK, let's convert the text. We will not try to correct the word breaks
any more, because the corrections that are not negligible are dangerous.
--- fsg2glp ------------------------
#! /n/gnu/bin/sed -f
# Splits raw FSG into "glyphs"
#
# Preliminary corrections:
#
s/$/_/g
s/^/_/g
s/ /_/g
s/CI/A/g
s/IIIL/M/g
s/CM/AN/g
s/AL/AN/g
s/A_/G_/g
s/A2/AR/g
s/AO/AE/g
s/AI+E/AE/g
s/AII+R/AIR/g
s/4A/4O/g
s/4CD/4OD/g
s/4CH/4OH/g
s/4G/4O/g
#
# Line, paragraph, and word breaks.
#
s@//@(//)@g
s@=@(=)@g
s@__*@(_)@g
#
# Glyph splitting
#
s/AK/(ak)/g
s/AM/(am)/g
s/AN/(an)/g
s/AR/(ar)/g
s/AIR/(air\?)/g
s/AE/(ae)/g
# Any remaining "A"s seem to be misreadings of "O"
s/A/O/g
#
s/8G/(bg)/g
s/G/(g)/g
#
s/HZ/(hz)/g
s/DZ/(dz)/g
#
s/PZ/(pz)/g
s/FZ/(fz)/g
#
s/z)CCC/z)(ccc\?)/g
s/z)CC/z)(cc\?)/g
s/z)C/zc)/g
#
s/H/(h)/g
s/D/(d)/g
#
s/P/(p)/g
s/F/(f)/g
#
s/h)CCC/h)(ccc\?)/g
s/h)CC/hcc)/g
s/h)C/hc)/g
s/d)CCC/d)(ccc\?)/g
s/d)CC/dcc)/g
s/d)C/dc)/g
#
s/4OE/(qoe)/g
s/OE/(oe)/g
s/4OR/(qor)/g
s/OR/(or)/g
s/4O/(qo)/g
s/O/(o)/g
#
s/SCCC+/(sccc\?)/g
s/SCC/(scc)/g
s/SC/(sc)/g
s/S/(s)/g
s/TCCC+/(tccc\?)/g
s/TCC/(tcc)/g
s/TC/(tc)/g
s/T/(t)/g
s/CCC/(ccc\?)/g
s/CC/(cc\?)/g
s/C/(c\?)/g
#
s/R/(r)/g
s/2/(z)/g
s/8/(b)/g
s/E/(e)/g
# Remaining uppercase letters should be checked manualy
s/\([-A-Z0-9*][-A-Z0-9*]*\)/(\1\?)/g
------------------------------------
OK. Let's run it:
cat .tmp-c-fsg.txt \
| /n/gnu/bin/sed \
-e 's/^ *//g' -e 's/ *$//g' -e 's/ */ /g' \
> .voyn.fsg
cat .voyn.fsg \
| fsg2glp \
> .voyn.glp
Sample of .voyn.glp:
(_)(f)(tc)(bg)(d)(ar)(g)(_)(o)(dcc)(g)(_)(qo)(d)(ar)(_)(s)(g)(d)(tc)(bg)(_)(qo)(d)(ar)(_)(sc)(bg)(_)(//)(_)
(_)(b)(an)(_)(sc)(g)(_)(e)(g)(_)(z)(sc)(oe)(_)(qoe)(tc)(bg)(_)(tc)(bg)(d)(ar)(_)(tc)(dcc)(bg)(_)(r)(ar)(_)(//)(_)
(_)(qo)(d)(an)(_)(t)(ak)(_)(o)(d)(tc)(g)(_)(4?)(c?)(g)(_)(d)(an)(_)(scc)(d)(g)(_)(e)(h)(an)(_)(oe)(d)(ar)(_)(or)(_)(//)(_)
(_)(b)(o)(dz)(g)(_)(e)(d)(ak)(o)(_)(g)(dcc)(g)(_)(e)(sc)(g)(_)(d)(ae)(_)(bg)(_)(sc)(g)(_)(o)(d)(_)(sc)(g)(_)(qo)(dcc)(bg)(_)(//)(_)
(_)(sc)(g)(d)(ar)(_)(sc)(g)(_)(dzc)(g)(_)(r)(_)(an)(_)(oe)(_)(oe)(scc)(bg)(_)(qor)(cc?)(g)(_)(qo)(d)(g)(_)(//)(_)
(_)(p)(tc)(g)(dcc)(ar)(_)(oe)(d)(g)(_)(b)(ar)(_)(o)(dc)(g)(_)(qo)(d)(an)(_)(t)(hz)(g)(_)(qo)(dcc)(bg)(_)(qo)(d)(g)(_)(//)(_)
(_)(p)(tc)(bg)(_)(qo)(d)(s)(bg)(_)(g)(h)(an)(_)(tc)(bg)(_)(qo)(d)(ar)(_)(t)(g)(_)(e)(oe)(_)(tc)(bg)(_)(qo)(d)(g)(_)(//)(_)
(_)(z)(ar)(tc)(g)(_)(qo)(h)(ar)(bg)(_)(b)(sc)(dz)(g)(_)(qo)(d)(an)(_)(t)(dz)(g)(_)(e)(sc)(bg)(_)(o)(dcc)(bg)(_)(//)(_)
(_)(qo)(d)(t)(bg)(_)(tc)(hc)(g)(_)(e)(o)(_)(qo)(dc)(bg)(_)(qo)(d)(an)(_)(tcc)(dc)(g)(_)(qo)(d)(o)(p)(_)(oe)(tc)(bg)(_)(z)(ae)(_)(//)(_)
(_)(b)(s)(or)(_)(qo)(h)(ar)(_)(t)(bg)(_)(sc)(g)(_)(qo)(d)(an)(_)(c?)(*?)(dz)(g)(bg)(_)(o)(hc)(g)(_)(hc)(bg)(_)(e)(tc)(bg)(_)(//)(_)
These are the most popular "words" in this parsing,
using the original word breaks:
cat .voyn.glp \
| sed \
-e 's:([/ _=]*):@:g' \
| tr '@' '\n' \
| egrep '.' \
| sort | uniq -c | expand \
| sort +0.0 -0.7nr \
| compute-freqs \
> .voyn-m.frq
213 0.033 (sc)(bg)
194 0.030 (tc)(bg)
178 0.028 (oe)
161 0.025 (qo)(dc)(bg)
157 0.024 (qo)(d)(an)
152 0.024 (qo)(dcc)(bg)
107 0.017 (qo)(d)(ae)
88 0.014 (qoe)
87 0.013 (qo)(d)(am)
86 0.013 (qo)(dcc)(g)
78 0.012 (b)(am)
78 0.012 (sc)(g)
75 0.012 (tc)(g)
58 0.009 (b)(ar)
58 0.009 (qo)(d)(g)
57 0.009 (or)
56 0.009 (e)(tc)(bg)
53 0.008 (b)(ae)
50 0.008 (o)(hc)(bg)
48 0.007 (qo)(d)(ar)
47 0.007 (qo)(hc)(bg)
46 0.007 (bg)
45 0.007 (b)(an)
44 0.007 (o)(dc)(bg)
41 0.006 (o)(d)(an)
41 0.006 (qo)(dc)(g)
40 0.006 (qo)(hcc)(bg)
35 0.005 (t)(dz)(g)
35 0.005 (z)(am)
34 0.005 (o)(d)(am)
34 0.005 (tcc)(g)
33 0.005 (o)(dcc)(bg)
33 0.005 (scc)(bg)
31 0.005 (scc)(g)
30 0.005 (am)
30 0.005 (z)(oe)
Here are the glyph frequencies (ignoring glyphs with "*"):
cat .voyn.glp \
| sed \
-e 's:([/ _=]*):@:g' \
-e 's/)(/)@(/g' \
| tr '@' '\n' \
| egrep '.' \
| classify-glyphs \
| sort | uniq -c | expand \
| sort +0.8 -0.99 \
| compute-freqs \
> .voyn-g.frq
30 0.002 ?:(4?)
12 0.001 ?:(6?)
10 0.001 ?:(I?)
10 0.001 ?:(II?)
2 0.000 ?:(IIIK?)
2 0.000 ?:(IIK?)
2 0.000 ?:(IIL?)
10 0.001 ?:(K?)
6 0.000 ?:(L?)
23 0.001 ?:(M?)
7 0.000 ?:(N?)
28 0.002 ?:(air?)
38 0.002 ?:(c?)
48 0.003 ?:(cc?)
29 0.002 ?:(ccc?)
2055 0.117 g:(bg)
1726 0.098 g:(g)
885 0.050 o:(o)
1436 0.082 o:(qo)
1152 0.065 o:(oe)
193 0.011 o:(qoe)
286 0.016 o:(or)
17 0.001 o:(qor)
557 0.032 a:(ae)
43 0.002 a:(ak)
414 0.024 a:(am)
495 0.028 a:(an)
405 0.023 a:(ar)
685 0.039 r:(b)
456 0.026 r:(e)
186 0.011 r:(r)
365 0.021 r:(z)
147 0.008 D:(dz)
52 0.003 D:(dzc)
91 0.005 H:(hz)
30 0.002 H:(hzc)
3 0.000 F:(fz)
1 0.000 F:(fzc)
12 0.001 P:(pz)
9 0.001 P:(pzc)
1141 0.065 d:(d)
412 0.023 d:(dc)
440 0.025 d:(dcc)
513 0.029 h:(h)
210 0.012 h:(hc)
129 0.007 h:(hcc)
32 0.002 f:(f)
195 0.011 p:(p)
212 0.012 s:(s)
716 0.041 s:(sc)
150 0.009 s:(scc)
400 0.023 t:(t)
927 0.053 t:(tc)
126 0.007 t:(tcc)
97-09-22 stolfi
===============
Shall we try computing digraphs?
First, ignoring word and line breaks:
--- glp2let ------------------------
#! /n/gnu/bin/sed -f
# Maps the most popular glyphs to single letters
# Discard ordinary blanks:
s/ //g
# Map line, paragraph, and word breaks to blanks:
s@(_)@ @g
s@(//)@ @g
s@(=)@ @g
s/ */ /g
# Any other garbage goes to "?":
s/([^)]*[^)a-z][^)]*)/\?/g
# Now the glyphs:
s/(qo)/W/g
s/(o)/Y/g
s/(t)/T/g
s/(tc)/D/g
s/(tcc)/J/g
s/(s)/S/g
s/(sc)/Z/g
s/(scc)/X/g
s/(b)/A/g
s/(e)/U/g
s/(r)/I/g
s/(z)/O/g
s/(g)/E/g
s/(bg)/Æ/g
s/([dh])/C/g
s/([dh]c)/G/g
s/([dh]cc)/Q/g
s/([dh]z)/F/g
s/([dh]zc)/V/g
s/([pf])/@/g
s/([pf]z)/\#/g
s/([pf]zc)/\$/g
s/(qoe)/Ñ/g
s/(qor)/P/g
s/(oe)/H/g
s/(or)/B/g
s/(ae)/L/g
s/(am)/M/g
s/(an)/N/g
s/(ar)/R/g
s/(ak)/K/g
#Anything else is a program error:
s/([^)]*)/\*/g
------------------------------------
cat .voyn.glp \
| glp2let \
| tr -d ' \012' \
| enum-digraphs \
| grep -v ' ' \
| count-transition-freqs \
-v chars=' ÆEAIOULMNRKHBÑPWYTDJSZXCGQFV@#$?*'
State entropy: 4.405
Transition entropy: 4.405
Transition counts:
count freq ntrpy pntpy Æ E A I O U L M N R K H B Ñ P W Y T D J S Z X C G Q F V @ # $ ?
- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- -----
N 495 0.028 3.680 0.104 6 12 28 1 11 4 4 1 1 4 . 79 6 4 . 20 83 38 66 12 15 72 15 1 . . 3 1 3 1 1 3
A 685 0.039 3.729 0.145 2 4 3 2 3 16 125 97 56 117 10 61 18 4 . 20 25 14 24 3 8 29 6 4 5 2 . . 1 . . 26
B 286 0.016 3.947 0.064 . 21 9 . 1 1 11 15 10 10 1 49 9 1 . 11 31 8 22 7 3 39 10 6 . . . 1 7 . . 3
Ñ 193 0.011 4.059 0.045 2 9 1 4 3 3 2 4 1 2 . 11 1 5 . 3 13 5 40 6 4 20 13 14 6 15 . . 3 . . 3
O 365 0.021 3.685 0.076 3 10 1 . 5 2 35 48 34 26 1 90 19 . . 5 28 5 10 3 3 13 4 8 . 1 1 1 2 . . 7
P 17 0.001 3.102 0.003 . . . . . 1 . 3 2 . . 2 1 . . . 1 1 1 1 . . . . . . . . . . . 4
C 1654 0.094 3.334 0.313 2 258 4 1 1 14 263 194 349 161 13 98 25 . . . 39 66 66 2 11 45 . . . 1 . . . . . 41
Q 569 0.032 1.395 0.045 339 192 19 2 4 1 2 . . 1 . 6 1 . . . 1 1 . . . . . . . . . . . . . .
Æ 2054 0.117 3.534 0.413 20 37 127 58 74 149 4 2 1 6 . 104 16 94 8 744 203 35 96 7 32 70 10 59 21 12 4 3 34 2 . 22
D 927 0.053 2.430 0.128 461 206 50 2 14 . 11 . 1 8 1 55 10 . . . 5 2 . . . . . 30 7 1 45 8 4 . 1 5
E 1726 0.098 3.858 0.378 23 33 151 65 92 174 . 2 . 2 1 93 23 63 6 438 146 32 60 11 24 54 11 98 30 41 1 4 27 1 . 20
R 405 0.023 3.949 0.091 6 28 11 1 7 3 15 4 6 9 1 68 17 2 . 27 54 17 33 7 11 56 8 1 2 . 1 . 4 1 1 4
F 238 0.014 1.128 0.015 15 199 1 . 1 . 6 . 1 1 . 2 4 . . . 3 1 1 . . 1 . . . . . . . . . 2
S 212 0.012 3.547 0.043 36 28 5 1 1 5 9 1 2 9 1 26 4 1 . 1 8 1 2 . . . . 11 1 . 41 17 . . . 1
G 622 0.035 1.678 0.059 425 104 31 1 3 1 1 . 1 5 . 20 4 . . . 3 6 5 . 6 3 . . . . . . . . . 3
T 400 0.023 3.636 0.083 80 62 16 4 6 13 14 . 1 8 4 31 9 . . . 9 1 . . 2 1 . 17 6 2 78 19 5 5 5 2
H 1152 0.065 4.279 0.280 35 58 43 10 25 25 6 14 8 4 1 77 41 6 2 58 68 50 139 24 25 99 30 140 61 65 2 1 19 1 . 15
U 456 0.026 3.995 0.104 12 14 16 7 10 5 5 3 2 4 2 42 19 . . 9 23 25 105 10 10 52 13 33 12 13 . . 6 . . 4
V 82 0.005 1.389 0.006 28 48 1 . 3 1 . . . . . 1 . . . . . . . . . . . . . . . . . . . .
I 186 0.011 4.009 0.042 2 11 1 1 2 2 16 19 12 9 3 27 10 1 . 1 11 3 24 3 3 13 4 2 . . . . 3 . . 3
# 15 0.001 2.683 0.002 3 5 2 . . . 1 . . 1 . 1 . . . . 1 . . . . . . . . . . . . . . 1
J 126 0.007 2.458 0.018 33 55 2 1 7 . 2 1 . 1 . 2 2 . . . . . . . . . . 14 2 . . 1 1 . . 2
W 1436 0.082 1.857 0.152 4 1 6 1 . 1 1 1 . 1 . 4 1 . . 4 2 2 2 . . 1 1 754 300 301 2 7 28 . . 11
$ 10 0.001 0.971 0.001 4 6 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
X 150 0.009 2.372 0.020 57 51 5 2 5 . 1 . . . . 4 . 1 . . . . . . . . . 17 2 1 1 1 2 . . .
K 43 0.002 2.937 0.007 . 3 8 . 12 . . . . . . 1 . . 1 7 5 . 2 . . 2 . . . . . . 1 . . 1
L 557 0.032 4.145 0.131 28 46 61 7 32 16 3 2 2 2 1 42 19 9 . 45 28 28 62 9 19 56 7 12 6 2 1 . 7 . . 5
? 291 0.017 4.161 0.069 51 39 11 13 16 15 2 . 4 3 2 15 3 . . 12 18 2 11 5 2 13 4 12 1 2 6 3 8 . 1 17
Y 885 0.050 2.696 0.136 14 18 16 1 9 1 1 . . . . 2 1 1 . 9 3 . 5 1 2 6 1 386 155 109 8 6 53 1 1 75
M 414 0.024 3.700 0.087 6 12 21 1 15 3 2 . . 2 . 55 5 1 . 22 61 30 65 12 22 56 11 4 . . 2 . 3 1 . 2
Z 716 0.041 2.438 0.099 357 149 33 . 3 . 8 . . 5 1 43 13 . . . 5 . . . . . . 31 5 1 42 9 5 2 . 4
@ 227 0.013 2.978 0.038 1 7 2 . . . 7 3 1 4 . 41 5 . . . 8 27 86 3 10 15 2 . . . . . . . . 5
----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- -----
TOT 17594 1.000 3.198 3.198 2055 1726 685 186 365 456 557 414 495 405 43 1152 286 193 17 1436 885 400 927 126 212 716 150 1654 622 569 238 82 226 15 10 291
Transition probabilities (× 99):
count freq ntrpy pntpy Æ E A I O U L M N R K H B Ñ P W Y T D J S Z X C G Q F V @ # $ ?
- ----- ----- ----- ----- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- --
P 17 0.001 3.102 0.003 . . . . . 6 . 17 12 . . 12 6 . . . 6 6 6 6 . . . . . . . . . . . 23
A 685 0.039 3.729 0.145 . 1 . . . 2 18 14 8 17 1 9 3 1 . 3 4 2 3 . 1 4 1 1 1 . . . . . . 4
C 1654 0.094 3.334 0.313 . 15 . . . 1 16 12 21 10 1 6 1 . . . 2 4 4 . 1 3 . . . . . . . . . 2
F 238 0.014 1.128 0.015 6 83 . . . . 2 . . . . 1 2 . . . 1 . . . . . . . . . . . . . . 1
$ 10 0.001 0.971 0.001 40 59 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
# 15 0.001 2.683 0.002 20 33 13 . . . 7 . . 7 . 7 . . . . 7 . . . . . . . . . . . . . . 7
G 622 0.035 1.678 0.059 68 17 5 . . . . . . 1 . 3 1 . . . . 1 1 . 1 . . . . . . . . . . .
Q 569 0.032 1.395 0.045 59 33 3 . 1 . . . . . . 1 . . . . . . . . . . . . . . . . . . . .
T 400 0.023 3.636 0.083 20 15 4 1 1 3 3 . . 2 1 8 2 . . . 2 . . . . . . 4 1 . 19 5 1 1 1 .
S 212 0.012 3.547 0.043 17 13 2 . . 2 4 . 1 4 . 12 2 . . . 4 . 1 . . . . 5 . . 19 8 . . . .
D 927 0.053 2.430 0.128 49 22 5 . 1 . 1 . . 1 . 6 1 . . . 1 . . . . . . 3 1 . 5 1 . . . 1
Z 716 0.041 2.438 0.099 49 21 5 . . . 1 . . 1 . 6 2 . . . 1 . . . . . . 4 1 . 6 1 1 . . 1
J 126 0.007 2.458 0.018 26 43 2 1 6 . 2 1 . 1 . 2 2 . . . . . . . . . . 11 2 . . 1 1 . . 2
X 150 0.009 2.372 0.020 38 34 3 1 3 . 1 . . . . 3 . 1 . . . . . . . . . 11 1 1 1 1 1 . . .
V 82 0.005 1.389 0.006 34 58 1 . 4 1 . . . . . 1 . . . . . . . . . . . . . . . . . . . .
@ 227 0.013 2.978 0.038 . 3 1 . . . 3 1 . 2 . 18 2 . . . 3 12 38 1 4 7 1 . . . . . . . . 2
O 365 0.021 3.685 0.076 1 3 . . 1 1 9 13 9 7 . 24 5 . . 1 8 1 3 1 1 4 1 2 . . . . 1 . . 2
B 286 0.016 3.947 0.064 . 7 3 . . . 4 5 3 3 . 17 3 . . 4 11 3 8 2 1 13 3 2 . . . . 2 . . 1
N 495 0.028 3.680 0.104 1 2 6 . 2 1 1 . . 1 . 16 1 1 . 4 17 8 13 2 3 14 3 . . . 1 . 1 . . 1
R 405 0.023 3.949 0.091 1 7 3 . 2 1 4 1 1 2 . 17 4 . . 7 13 4 8 2 3 14 2 . . . . . 1 . . 1
M 414 0.024 3.700 0.087 1 3 5 . 4 1 . . . . . 13 1 . . 5 15 7 16 3 5 13 3 1 . . . . 1 . . .
I 186 0.011 4.009 0.042 1 6 1 1 1 1 9 10 6 5 2 14 5 1 . 1 6 2 13 2 2 7 2 1 . . . . 2 . . 2
H 1152 0.065 4.279 0.280 3 5 4 1 2 2 1 1 1 . . 7 4 1 . 5 6 4 12 2 2 9 3 12 5 6 . . 2 . . 1
U 456 0.026 3.995 0.104 3 3 3 2 2 1 1 1 . 1 . 9 4 . . 2 5 5 23 2 2 11 3 7 3 3 . . 1 . . 1
L 557 0.032 4.145 0.131 5 8 11 1 6 3 1 . . . . 7 3 2 . 8 5 5 11 2 3 10 1 2 1 . . . 1 . . 1
Ñ 193 0.011 4.059 0.045 1 5 1 2 2 2 1 2 1 1 . 6 1 3 . 2 7 3 21 3 2 10 7 7 3 8 . . 2 . . 2
Æ 2054 0.117 3.534 0.413 1 2 6 3 4 7 . . . . . 5 1 5 . 36 10 2 5 . 2 3 . 3 1 1 . . 2 . . 1
E 1726 0.098 3.858 0.378 1 2 9 4 5 10 . . . . . 5 1 4 . 25 8 2 3 1 1 3 1 6 2 2 . . 2 . . 1
K 43 0.002 2.937 0.007 . 7 18 . 28 . . . . . . 2 . . 2 16 12 . 5 . . 5 . . . . . . 2 . . 2
W 1436 0.082 1.857 0.152 . . . . . . . . . . . . . . . . . . . . . . . 52 21 21 . . 2 . . 1
Y 885 0.050 2.696 0.136 2 2 2 . 1 . . . . . . . . . . 1 . . 1 . . 1 . 43 17 12 1 1 6 . . 8
? 291 0.017 4.161 0.069 17 13 4 4 5 5 1 . 1 1 1 5 1 . . 4 6 1 4 2 1 4 1 4 . 1 2 1 3 . . 6
----- ----- ----- ----- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- --
TOT 17594 1.000 3.198 3.198 12 10 4 1 2 3 3 2 3 2 0 6 2 1 0 8 5 2 5 1 1 4 1 9 3 3 1 0 1 0 0 2
Note that C=([dh]) on the right is very different from G=([dh]c) and Q=([dh]cc), which are more similar to
Z=(sc), D=(tc), X=(scc), and J=(tcc); and the latter are different from S=(s) and T=(t). The difference
has to do with the forward distribution of Æ=(bg), which does not occur after C at all; and also LMNRK,
which do not occur after G and Q at all. Also, F=([dh]z) is common after (s) and (t) but less so
after Z,D,X,J.
Thus perhaps we should join CGQSTDZXJ$# with the following letters.
Reverse transition probabilities. Note that these tables are transposed relative
to the ones I have created before: the row is the SECOND letter, the column is the FIRST letter.
cat .voyn.glp \
| glp2let \
| tr -d ' \012' \
| enum-digraphs \
| grep -v ' ' \
| revbytes \
| count-transition-freqs \
-v chars=' ÆEAIOULMNRKHBÑPWYTDJSZXCGQFV@#$?*'
State entropy: 4.405
Transition entropy: 4.405
Transition counts:
count freq ntrpy pntpy Æ E A I O U L M N R K H B Ñ P W Y T D J S Z X C G Q F V @ # $ ?
- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- -----
N 495 0.028 1.723 0.048 1 . 56 12 34 2 2 . 1 6 . 8 10 1 2 . . 1 1 . 2 . . 349 1 . 1 . 1 . . 4
A 685 0.039 3.780 0.147 127 151 3 1 1 16 61 21 28 11 8 43 9 1 . 6 16 16 50 2 5 33 5 4 31 19 1 1 2 2 . 11
B 286 0.016 4.203 0.068 16 23 18 10 19 19 19 5 6 17 . 41 9 1 1 1 1 9 10 2 4 13 . 25 4 1 4 . 5 . . 3
Ñ 193 0.011 2.067 0.023 94 63 4 1 . . 9 1 4 2 . 6 1 5 . . 1 . . . 1 . 1 . . . . . . . . .
O 365 0.021 3.673 0.076 74 92 3 2 5 10 32 15 11 7 12 25 1 3 . . 9 6 14 7 1 3 5 1 3 4 1 3 . . . 16
P 17 0.001 1.646 0.002 8 6 . . . . . . . . 1 2 . . . . . . . . . . . . . . . . . . . .
C 1654 0.094 2.583 0.243 59 98 4 2 8 33 12 4 1 1 . 140 6 14 . 754 386 17 30 14 11 31 17 . . . . . . . . 12
Q 569 0.032 2.149 0.069 12 41 2 . 1 13 2 . . . . 65 . 15 . 301 109 2 1 . . 1 1 1 . . . . . . . 2
Æ 2055 0.117 3.209 0.375 20 23 2 2 3 12 28 6 6 6 . 35 . 2 . 4 14 80 461 33 36 357 57 2 425 339 15 28 1 3 4 51
D 927 0.053 3.826 0.202 96 60 24 24 10 105 62 65 66 33 2 139 22 40 1 2 5 . . . 2 . . 66 5 . 1 . 86 . . 11
E 1726 0.098 4.069 0.399 37 33 4 11 10 14 46 12 12 28 3 58 21 9 . 1 18 62 206 55 28 149 51 258 104 192 199 48 7 5 6 39
R 405 0.023 2.843 0.065 6 2 117 9 26 4 2 2 4 9 . 4 10 2 . 1 . 8 8 1 9 5 . 161 5 1 1 . 4 1 . 3
F 238 0.014 2.677 0.036 4 1 . . 1 . 1 2 3 1 . 2 . . . 2 8 78 45 . 41 42 1 . . . . . . . . 6
S 212 0.012 3.795 0.046 32 24 8 3 3 10 19 22 15 11 . 25 3 4 . . 2 2 . . . . . 11 6 . . . 10 . . 2
G 622 0.035 2.310 0.082 21 30 5 . . 12 6 . . 2 . 61 . 6 . 300 155 6 7 2 1 5 2 . . . . . . . . 1
T 400 0.023 3.787 0.086 35 32 14 3 5 25 28 30 38 17 . 50 8 5 1 2 . 1 2 . 1 . . 66 6 1 1 . 27 . . 2
H 1152 0.065 4.321 0.283 104 93 61 27 90 42 42 55 79 68 1 77 49 11 2 4 2 31 55 2 26 43 4 98 20 6 2 1 41 1 . 15
U 456 0.026 2.639 0.068 149 174 16 2 2 5 16 3 4 3 . 25 1 3 1 1 1 13 . . 5 . . 14 1 1 . 1 . . . 15
V 82 0.005 3.243 0.015 3 4 . . 1 . . . 1 . . 1 1 . . 7 6 19 8 1 17 9 1 . . . . . . . . 3
I 186 0.011 2.830 0.030 58 65 2 1 . 7 7 1 1 1 . 10 . 4 . 1 1 4 2 1 1 . 2 1 1 2 . . . . . 13
# 15 0.001 2.866 0.002 2 1 . . . . . 1 1 1 . 1 . . . . 1 5 . . . 2 . . . . . . . . . .
J 126 0.007 3.779 0.027 7 11 3 3 3 10 9 12 12 7 . 24 7 6 1 . 1 . . . . . . 2 . . . . 3 . . 5
W 1436 0.082 2.055 0.168 744 438 20 1 5 9 45 22 20 27 7 58 11 3 . 4 9 . . . 1 . . . . . . . . . . 12
$ 10 0.001 2.161 0.001 . . . . . . . . 1 1 . . . . . . 1 5 1 . . . . . . . . . . . . 1
X 150 0.009 3.697 0.032 10 11 6 4 4 13 7 11 15 8 . 30 10 13 . 1 1 . . . . . . . . . . . 2 . . 4
K 43 0.002 3.145 0.008 . 1 10 3 1 2 1 . . 1 . 1 1 . . . . 4 1 . 1 1 . 13 . . . . . . . 2
L 557 0.032 2.726 0.086 4 . 125 16 35 5 3 2 4 15 . 6 11 2 . 1 1 14 11 2 9 8 1 263 1 2 6 . 7 1 . 2
? 291 0.017 3.793 0.063 22 20 26 3 7 4 5 2 3 4 1 15 3 3 4 11 75 2 5 2 1 4 . 41 3 . 2 . 5 1 . 17
Y 885 0.050 3.734 0.188 203 146 25 11 28 23 28 61 83 54 5 68 31 13 1 2 3 9 5 . 8 5 . 39 3 1 3 . 8 1 . 18
M 414 0.024 2.385 0.056 2 2 97 19 48 3 2 . 1 4 . 14 15 4 3 1 . . . 1 1 . . 194 . . . . 3 . . .
@ 226 0.013 3.567 0.046 34 27 1 3 2 6 7 3 3 4 1 19 7 3 . 28 53 5 4 1 . 5 2 . . . . . . . . 8
Z 716 0.041 3.872 0.158 70 54 29 13 13 52 56 56 72 56 2 99 39 20 . 1 6 1 . . . . . 45 3 . 1 . 15 . . 13
----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- -----
TOT 17594 1.000 3.198 3.198 2054 1726 685 186 365 456 557 414 495 405 43 1152 286 193 17 1436 885 400 927 126 212 716 150 1654 622 569 238 82 227 15 10 291
Transition probabilities (× 99):
count freq ntrpy pntpy Æ E A I O U L M N R K H B Ñ P W Y T D J S Z X C G Q F V @ # $ ?
- ----- ----- ----- ----- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- --
C 1654 0.094 2.583 0.243 4 6 . . . 2 1 . . . . 8 . 1 . 45 23 1 2 1 1 2 1 . . . . . . . . 1
Q 569 0.032 2.149 0.069 2 7 . . . 2 . . . . . 11 . 3 . 52 19 . . . . . . . . . . . . . . .
G 622 0.035 2.310 0.082 3 5 1 . . 2 1 . . . . 10 . 1 . 48 25 1 1 . . 1 . . . . . . . . . .
@ 226 0.013 3.567 0.046 15 12 . 1 1 3 3 1 1 2 . 8 3 1 . 12 23 2 2 . . 2 1 . . . . . . . . 4
N 495 0.028 1.723 0.048 . . 11 2 7 . . . . 1 . 2 2 . . . . . . . . . . 70 . . . . . . . 1
M 414 0.024 2.385 0.056 . . 23 5 11 1 . . . 1 . 3 4 1 1 . . . . . . . . 46 . . . . 1 . . .
K 43 0.002 3.145 0.008 . 2 23 7 2 5 2 . . 2 . 2 2 . . . . 9 2 . 2 2 . 30 . . . . . . . 5
L 557 0.032 2.726 0.086 1 . 22 3 6 1 1 . 1 3 . 1 2 . . . . 2 2 . 2 1 . 47 . . 1 . 1 . . .
R 405 0.023 2.843 0.065 1 . 29 2 6 1 . . 1 2 . 1 2 . . . . 2 2 . 2 1 . 39 1 . . . 1 . . 1
# 15 0.001 2.866 0.002 13 7 . . . . . 7 7 7 . 7 . . . . 7 33 . . . 13 . . . . . . . . . .
$ 10 0.001 2.161 0.001 . . . . . . . . 10 10 . . . . . . 10 50 10 . . . . . . . . . . . . 10
F 238 0.014 2.677 0.036 2 . . . . . . 1 1 . . 1 . . . 1 3 32 19 . 17 17 . . . . . . . . . 2
V 82 0.005 3.243 0.015 4 5 . . 1 . . . 1 . . 1 1 . . 8 7 23 10 1 21 11 1 . . . . . . . . 4
Æ 2055 0.117 3.209 0.375 1 1 . . . 1 1 . . . . 2 . . . . 1 4 22 2 2 17 3 . 20 16 1 1 . . . 2
E 1726 0.098 4.069 0.399 2 2 . 1 1 1 3 1 1 2 . 3 1 1 . . 1 4 12 3 2 9 3 15 6 11 11 3 . . . 2
B 286 0.016 4.203 0.068 6 8 6 3 7 7 7 2 2 6 . 14 3 . . . . 3 3 1 1 5 . 9 1 . 1 . 2 . . 1
H 1152 0.065 4.321 0.283 9 8 5 2 8 4 4 5 7 6 . 7 4 1 . . . 3 5 . 2 4 . 8 2 1 . . 4 . . 1
T 400 0.023 3.787 0.086 9 8 3 1 1 6 7 7 9 4 . 12 2 1 . . . . . . . . . 16 1 . . . 7 . . .
S 212 0.012 3.795 0.046 15 11 4 1 1 5 9 10 7 5 . 12 1 2 . . 1 1 . . . . . 5 3 . . . 5 . . 1
D 927 0.053 3.826 0.202 10 6 3 3 1 11 7 7 7 4 . 15 2 4 . . 1 . . . . . . 7 1 . . . 9 . . 1
Z 716 0.041 3.872 0.158 10 7 4 2 2 7 8 8 10 8 . 14 5 3 . . 1 . . . . . . 6 . . . . 2 . . 2
X 150 0.009 3.697 0.032 7 7 4 3 3 9 5 7 10 5 . 20 7 9 . 1 1 . . . . . . . . . . . 1 . . 3
J 126 0.007 3.779 0.027 6 9 2 2 2 8 7 9 9 6 . 19 6 5 1 . 1 . . . . . . 2 . . . . 2 . . 4
W 1436 0.082 2.055 0.168 51 30 1 . . 1 3 2 1 2 . 4 1 . . . 1 . . . . . . . . . . . . . . 1
Ñ 193 0.011 2.067 0.023 48 32 2 1 . . 5 1 2 1 . 3 1 3 . . 1 . . . 1 . 1 . . . . . . . . .
P 17 0.001 1.646 0.002 47 35 . . . . . . . . 6 12 . . . . . . . . . . . . . . . . . . . .
I 186 0.011 2.830 0.030 31 35 1 1 . 4 4 1 1 1 . 5 . 2 . 1 1 2 1 1 1 . 1 1 1 1 . . . . . 7
Y 885 0.050 3.734 0.188 23 16 3 1 3 3 3 7 9 6 1 8 3 1 . . . 1 1 . 1 1 . 4 . . . . 1 . . 2
A 685 0.039 3.780 0.147 18 22 . . . 2 9 3 4 2 1 6 1 . . 1 2 2 7 . 1 5 1 1 4 3 . . . . . 2
O 365 0.021 3.673 0.076 20 25 1 1 1 3 9 4 3 2 3 7 . 1 . . 2 2 4 2 . 1 1 . 1 1 . 1 . . . 4
U 456 0.026 2.639 0.068 32 38 3 . . 1 3 1 1 1 . 5 . 1 . . . 3 . . 1 . . 3 . . . . . . . 3
? 291 0.017 3.793 0.063 7 7 9 1 2 1 2 1 1 1 . 5 1 1 1 4 26 1 2 1 . 1 . 14 1 . 1 . 2 . . 6
----- ----- ----- ----- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- --
TOT 17594 1.000 3.198 3.198 12 10 4 1 2 3 3 2 3 2 0 6 2 1 0 8 5 2 5 1 1 4 1 9 3 3 1 0 1 0 0 2
Coincidence: if we keep the spaces that come from the line breaks, we get exactly 20000 digraphs.
It seems that (p) is basically a version of (d) (dc) (dcc) (h) (hc) (hcc), which are themselves very similar
to each other,
Let's try to see if there is any difference between the location of "H" words
and that of the corresponding "D" words.
cat .voyn.fsg \
| tr ' ' '\012' \
| egrep '^[A-Z248][A-Z248]*$' \
| head -6400 \
| enum-words-in-blocks -v WPB=100 \
| sort +0.5 -0.99 \
| make-word-location-map \
-v MAXLEN=12 \
-v CTWD=1 \
-v NBLOCKS=64 \
-v PERCENT=0 \
> .voyn.map
After some manual editing, I extracted the pairs of words that (1) differ
only by "H"/"D" switch, and (2) have together at least 5 occurrences.
Here are their location maps:
1 2OEHCC8G ................1...............................................
5 2OEDCC8G ........................1............................11.2.......
----------------------------------------------------------------
1 4OEHCC8G .........................................................1......
8 4OEDCC8G ..............1...1..........1.2............1...........1.....1.
----------------------------------------------------------------
23 4OHAE .............1...11..12.....21.1..11...1.1.1...1.2112..1........
106 4ODAE 211.4111..41.....214562....131..112341142111.261.524211275112..1
----------------------------------------------------------------
1 4OHAEG ........1.......................................................
6 4ODAEG ....2............1......1.....................1..........1......
----------------------------------------------------------------
1 4OHAL ..1.............................................................
4 4ODAL 1......................1.........1....1.........................
----------------------------------------------------------------
15 4OHAM ................213.....1...1......1.2.........12...1...........
85 4ODAM .........3.2..12536.341.4...21.11.1111431...1.243..352.15421...1
----------------------------------------------------------------
22 4OHAN .....1..2......2.11...........312.3....2..1..1.........2........
150 4ODAN 4843481..3.....1142.2525231.523612746723731.1.11.25511.1131.2.21
----------------------------------------------------------------
14 4OHAR 1.1...1........1.....1.....11.....11...1...........1...1...11...
47 4ODAR 311.122.122......1........1231...14112.1...1.2.1..311...111...2.
----------------------------------------------------------------
46 4OHC8G ...11111.....11.2432.11..2.....1.1....2...2...11131...11..3222..
161 4ODC8G 1419322311.2.55.31.55793452..1.53.1.112...1414.4143.247211632553
----------------------------------------------------------------
2 4OHCC8 ............1................................................1..
5 4ODCC8 ....1..1.....................................1...........1...1..
----------------------------------------------------------------
40 4OHCC8G ...21.1.....131.522...1...12..32.......11..1..1..1..4.11....1.1.
152 4ODCC8G 3.48..313.1134437942213314...1.91252111..22...25723.213252523311
----------------------------------------------------------------
7 4OHCCG ...1.............1.........1...................111...........1..
85 4ODCCG .12..3.531..112..31.1.21...2..13532.31..1131.11242.12.3.413.1223
----------------------------------------------------------------
8 4OHCG ........1........1.............1....1.....2......11.............
40 4ODCG ..22..21133....1....2..1.112.....1.1....11.1.1.1.1....2...2..114
----------------------------------------------------------------
26 4OHG ..1....1...1......1..1......2.1....22..14....2..22..1......11...
58 4ODG 33.1221...11...4.1..2.2.......1113.12.1.2...1221.1223.31...1.22.
----------------------------------------------------------------
6 4OHOE ................1..1....................2........1.........1....
18 4ODOE ......1.......1.2.....11....1.111.....11.11......111........1...
----------------------------------------------------------------
2 4OHSC8G ..............................1....................1............
7 4ODSC8G .1............1.............11.1....................11..........
----------------------------------------------------------------
2 4OHT8G ......1................1........................................
10 4ODT8G 1...1..1...............1.....1........2......1.......2..........
----------------------------------------------------------------
3 4OHTC8G ........................1............................1.....1....
7 4ODTC8G ....................1......................1.........12.1..1....
----------------------------------------------------------------
2 4OHTCG ............................11..................................
4 4ODTCG ..............................1...................11...........1
----------------------------------------------------------------
3 4OHTG .....................1............11............................
6 4ODTG ..............1.....1...1...1.........................1.....1...
----------------------------------------------------------------
1 4OHZCG .............................................1..................
4 4ODZCG ...........1........................1...........1......1........
----------------------------------------------------------------
1 EHAM ..................1.............................................
5 EDAM ...........1..........1...............2.........1...............
----------------------------------------------------------------
1 EHAN 1...............................................................
5 EDAN .......11...............1.............1........................1
----------------------------------------------------------------
2 EHC8G ..1..........................................1..................
7 EDC8G .......1...1.1..................................1.1...11........
----------------------------------------------------------------
2 EHCC8G .............1.................................1................
6 EDCC8G .......11..1..1.........1......................1................
----------------------------------------------------------------
2 GHAN 1..........1....................................................
3 GDAN ....1...................1...................................1...
----------------------------------------------------------------
6 GDC8G ............1.........1.1....................1..............1.1.
8 GHC8G ......1.................1..1.................4.............1....
----------------------------------------------------------------
3 GHCC8G ......................1...1....1................................
10 GDCC8G ......1.................1.......11........1..1....1.......11.1..
----------------------------------------------------------------
4 GHCCG ............1................1...1...........1..................
7 GDCCG 1........................1...1..11...1.........1................
----------------------------------------------------------------
1 OEHAE ...........................1....................................
4 OEDAE ..............................1..........11...................1.
----------------------------------------------------------------
1 OEHAM ........................................1.......................
9 OEDAM ....................1......1.1......1......21......1..........1.
----------------------------------------------------------------
2 OEHAN ...........................1.............1......................
24 OEDAN .....1.................2.1......2..1111142..1.1...121.........1.
----------------------------------------------------------------
1 OEHAR ...........................1....................................
6 OEDAR 1..................................1....11.1............1.......
----------------------------------------------------------------
3 OEHC8G ..1..................1....................1.....................
19 OEDC8G .....12....11.1.......22.1.............1..111.............121...
----------------------------------------------------------------
2 OEHCC8G .............................1........1.........................
15 OEDCC8G ...1....................11......2.....1.......2...121...1.1..1..
----------------------------------------------------------------
20 OHAE ......1..1.1..........1....13.1...1.1112..........1.11.........2
21 ODAE ..11..1.....2......1....1111......1.....2..111.1..1........1.11.
----------------------------------------------------------------
2 ODAEG ........................1...........1...........................
3 OHAEG .........................1............1............1............
----------------------------------------------------------------
13 OHAM ...............1..........111....1..1.1.1..........1..21...1....
33 ODAM ...1.1..11..1..2.12.1...1.....2.3...12.2....3.....1....1211.1..1
----------------------------------------------------------------
25 OHAN .1...11....2..............1122..13.1.11....12..1..111...........
41 ODAN ......1112.21..........2......1.212323.121211..11.11..1....1..21
----------------------------------------------------------------
19 ODAR 1..1.1..11.31.........1....2....11......1.1.......2...........1.
22 OHAR .133..1...1.1.1.......1.12.....1..1.1.....1...1...........11....
----------------------------------------------------------------
2 OHC8AR ............1................................................1..
3 ODC8AR .............1..............................................2...
----------------------------------------------------------------
44 ODC8G ...21.12..121..1.1.1...213.....1..1.........111......1....113644
50 OHC8G ..133.1...122411.1..1.3.13......1..1......211..1....1.21.112241.
----------------------------------------------------------------
16 ODCCG 1.....1.2......1.........1...111.2........1.111............1....
18 OHCCG ......11..1..................1..21..11....21..1.1......11..1.1..
----------------------------------------------------------------
11 ODCG 1......1..................11.....1..............1............113
13 OHCG ...1..111......1......2..........1....1...12................1...
----------------------------------------------------------------
3 OHCOE ..............1............................1...................1
3 ODCOE ..........................1...................1.........1.......
----------------------------------------------------------------
12 ODG ...........3..........11.......1...1......1..11...11............
17 OHG ..11...1..2.1..1.......1.1......1111...1..1.......1........1....
----------------------------------------------------------------
6 ODOE ........1.............1...1.1............................1....1.
8 OHOE ......1........1................11.1.....1...................11.
----------------------------------------------------------------
3 ODSC8G .1..........................................1...............1...
4 OHSC8G ...........................1.1.....................1......1.....
----------------------------------------------------------------
2 OHSCG .............................1..1...............................
3 ODSCG ......1......................1...........1......................
----------------------------------------------------------------
2 ODTC8G ..................................1...........1.................
3 OHTC8G .............................1........................1.....1...
----------------------------------------------------------------
4 OHTCG ...........................1.1........................1....1....
6 ODTCG 1.........................1...1.....1...........1.......1.......
----------------------------------------------------------------
2 ODTG ..........1....................1................................
2 OHTG ............1.............................................1.....
----------------------------------------------------------------
7 SCCHG ..11............2.....1....1..........1.........................
8 SCCDG 1...1....1.......................1....1......1.....1.........1..
----------------------------------------------------------------
6 SCHG ......1........1..................2..11.........................
11 SCDG ...1...........1..............1.1.21.1.........1.1............1.
----------------------------------------------------------------
13 SCHZG ..1......1..1.....................131..2.............11....1....
19 SCDZG ....22........2.........1.........1122.1......11.11..1..........
----------------------------------------------------------------
1 SHZC8G .............1..................................................
6 SDZC8G ...............1......1.......................1.......2...1.....
----------------------------------------------------------------
3 SHZCG ................1....................................1.....1....
5 SDZCG ..............1....................1............1....1...1......
----------------------------------------------------------------
12 SHZG .........11..........1.............2.1.1.1...........2....11....
24 SDZG ...1..1.2.22.............11.1........11..1...21.........1.112.11
----------------------------------------------------------------
2 TCCHG ..................1...............1.............................
11 TCCDG ..1............1.1.....111.........1........1....1....1..1......
----------------------------------------------------------------
4 TCHG ....1....................1.........1..................1.........
12 TCDG ..1..1...............21..............1.......11....1..1...1..1..
----------------------------------------------------------------
17 TCHZG .1......1....1.................1...123.11............11...2..1..
21 TCDZG ......1.1.....4...11.1.11...1....11..2......1.....1.1....1.1....
----------------------------------------------------------------
1 THZ8G .......................................................1........
5 TDZ8G .......................2..........................1...1...1.....
----------------------------------------------------------------
2 THZC8G ..1.........1...................................................
5 TDZC8G ...............1......1..................................1...2..
----------------------------------------------------------------
1 THZCG ......................1.........................................
9 TDZCG ...11.......1....1........11......1..............1..........1...
----------------------------------------------------------------
20 THZG 1.........2......1.......1.121....121.1...2.......1....1...11...
35 TDZG 1.1....11222..2..1..2..1......11..12..11.2..211...1.1...1.2....1
----------------------------------------------------------------
3 DAE 1........1.....................................................1
8 HAE .............................1...1....211............1.1........
----------------------------------------------------------------
4 HAM ...............1...........................1...1.1..............
6 DAM ....................1.............1..1..1...1.....1.............
----------------------------------------------------------------
4 HAN ...............1...1...1............1...........................
14 DAN ..2.1...11.......................1....1132.............1........
----------------------------------------------------------------
3 DAR .......................1...1....1...............................
5 HAR ................................1.............1...1..1.....1....
----------------------------------------------------------------
11 DC8G .....1.................31.1...........1........1.............2.1
20 HC8G 1...2.1.........1.....2.1.1......1........1...1...1......112..21
----------------------------------------------------------------
4 HCC8G ..............1....1........................1...............1...
10 DCC8G .1.21......11..1......1..1.............1........................
----------------------------------------------------------------
3 DOE .......1..1..............................................1......
6 HOE .....1................................12.1............1.........
----------------------------------------------------------------
2 DSCG .1.................1............................................
3 HSCG ............................1...1...............1...............
----------------------------------------------------------------
1 DTC8G .....................1..........................................
11 HTC8G ..1..........2.1......1..........11...............1.111.........
----------------------------------------------------------------
2 HTCG ......................................2.........................
4 DTCG .....1.........................1......1............1............
----------------------------------------------------------------
2 DZCG 1................................................1..............
3 HZCG .1.......................................................1..1...
----------------------------------------------------------------
While this data does not prove the equivalence of "H" and "D",
it seems basically compatible with it.
97-09-25 stolfi
===============
In a previous version of the glyph statistics, which
treated (qoe) (qor) (oe) (or) as prefix+(e), I noticed
a curious coincidence: the counts for (bg) and (g) were amost equal to
those of (o) and (qo), respectively. Is there a correlation?
intra-word or inter-word? (Currier had noticed something like
it, but he didn't say the numbers were so close!)
Let's check:
cat .voyn.glp \
| sed \
-e 's:([_/=]*)::g' \
-e 's/([b]*g)([^)]*)/@&@/g' \
| tr '@' '\012' \
| egrep '^\([b]*g\)' \
| sort | uniq -c | expand \
| sort +0.0 -0.7nr \
| compute-freqs \
> .voyn-bg.frq
cat .voyn.glp \
| sed \
-e 's:([_/=]*)::g' \
-e 's/([^)]*)([q]*o[er]*)/@&@/g' \
| tr '@' '\012' \
| egrep '\([q]*o[er]*\)$' \
| sort | uniq -c | expand \
| sort +0.0 -0.7nr \
| compute-freqs \
> .voyn-qo.frq
compare-freqs \
.voyn-bg.frq \
.voyn-qo.frq \
> .voyn-bg-qo.cmp
## TOTAL .voyn-bg.fr .voyn-qo.fr WORD
# ----------- ----------- ----------- -----------
1390 0.204 693 0.205 697 0.202 (bg)(qo)
802 0.118 401 0.119 401 0.116 (g)(qo)
396 0.058 197 0.058 199 0.058 (bg)(o)
272 0.040 135 0.040 137 0.040 (g)(o)
193 0.028 96 0.028 97 0.028 (bg)(oe)
184 0.027 92 0.027 92 0.027 (bg)(qoe)
171 0.025 85 0.025 86 0.025 (g)(oe)
166 0.024 166 0.049 0 0.000 (g)(e)
143 0.021 143 0.042 0 0.000 (bg)(e)
118 0.017 118 0.035 0 0.000 (g)(b)
114 0.017 57 0.017 57 0.017 (g)(qoe)
104 0.015 104 0.031 0 0.000 (bg)(b)
91 0.013 91 0.027 0 0.000 (bg)(tc)
90 0.013 0 0.000 90 0.026 (z)(oe)
81 0.012 0 0.000 81 0.023 (an)(o)
78 0.011 0 0.000 78 0.023 (an)(oe)
68 0.010 0 0.000 68 0.020 (ar)(oe)
67 0.010 67 0.020 0 0.000 (bg)(sc)
63 0.009 63 0.019 0 0.000 (g)(r)
60 0.009 0 0.000 60 0.017 (b)(oe)
59 0.009 0 0.000 59 0.017 (am)(o)
59 0.009 59 0.017 0 0.000 (g)(tc)
56 0.008 56 0.017 0 0.000 (bg)(r)
55 0.008 0 0.000 55 0.016 (tc)(oe)
54 0.008 0 0.000 54 0.016 (am)(oe)
53 0.008 0 0.000 53 0.015 (ar)(o)
53 0.008 0 0.000 53 0.015 (d)(oe)
53 0.008 53 0.016 0 0.000 (g)(z)
50 0.007 50 0.015 0 0.000 (g)(sc)
.... .... .... ....
So the correlation is not inter-word. Perhaps intra-word?
cat .voyn.glp \
| sed \
-e 's:([_/=]*)::g' \
-e 's/([b]*g)/&@/g' \
-e 's/([q]*o[er]*)/@&/g' \
| tr '@' '\012' \
| egrep '(^\([q]*o[er]*\))|(\([b]*g\)$)' \
| sort | uniq -c | expand \
| sort +0.0 -0.7nr \
| compute-freqs \
> .voyn-qo-bg.frq
290 0.056 (oe)
165 0.032 (qo)(dc)(bg)
153 0.029 (qo)(dcc)(bg)
124 0.024 (or)
93 0.018 (g)
88 0.017 (qo)(dcc)(g)
78 0.015 (oe)(tc)(bg)
67 0.013 (qo)(d)(g)
64 0.012 (qo)(d)(an)
63 0.012 (tc)(bg)
57 0.011 (sc)(bg)
55 0.011 (oe)(sc)(bg)
52 0.010 (e)(tc)(bg)
52 0.010 (o)(hc)(bg)
52 0.010 (oe)(g)
47 0.009 (o)(dc)(bg)
47 0.009 (qo)(hc)(bg)
45 0.009 (qo)(d)
43 0.008 (bg)
42 0.008 (qo)(dc)(g)
41 0.008 (qo)(hcc)(bg)
39 0.007 (o)(dcc)(bg)
39 0.007 (qo)(d)(ae)
36 0.007 (qoe)
35 0.007 (oe)(bg)
35 0.007 (oe)(tc)(g)
33 0.006 (oe)(dc)(bg)
30 0.006 (qo)(h)(g)
29 0.006 (oe)(dcc)(bg)
29 0.006 (sc)(g)
28 0.005 (oe)(dcc)(g)
26 0.005 (e)(sc)(bg)
26 0.005 (qo)(d)(am)
25 0.005 (hc)(bg)
25 0.005 (o)(hcc)(bg)
.... ....
So the correlation does not seem to be intra-word either. Boh.
97-09-26 stolfi
===============
let's recompute the frequency of each glyph, excluding garbage,
without classification:
cat .voyn.glp \
| sed \
-e 's:([/ _=]*):@:g' \
-e 's/)(/)@(/g' \
| tr '@' '\n' \
| egrep '.' \
| grep -v '\*' \
| sort | uniq -c | expand \
| sort +0.8 -0.99 \
| compute-freqs \
> .voyn-glyphs.frq
There are 763 lines, and a total of 17561 glyphs by the current parsing.
Hnece the average number of glyphs per line is 23.0.
If we believe that most Bio lines are just paragraph continuation
lines, then the line-initial and line-final "glyphs" should reflect
the beginning and endings of true words. If we take the number of
words per line in .voyn.fsg (9.44) as basically correct, then a
glyph that is strictly word-final in the VMs language should have
1/9.44 of its occurrences in line-final position.
The probability of some occurrence of a glyph being word-end
can be estimated as Pwe = 9.44*NLE/NT, where NLE is the number
of occurrences as line-end and NT the total occurrences.
The probability Pws of it being word-start is estimated the same way
from the number NLS of occurrences as line-start.
Let's compute the frequencies of glyphs at line-end and word-end
(where the word division is taken from the transcription file):
cat .voyn.glp \
| sed \
-e 's:([_/=]*)::g' \
-e 's:([^)]*)$:-@&@:g' \
| tr '@' '\012' \
| egrep -v -e '-$' \
| egrep '.' \
| egrep -v '\*' \
| sort | uniq -c | expand \
| sort +0.0 -0.7nr \
| compute-freqs \
> .voyn-line-fin-g.frq
cat .voyn.glp \
| sed \
-e 's:([/=]*)::g' \
-e 's:(_[(_)]*)$:-:g' \
-e 's:\(([^)]*)\)(_):-@\1@:g' \
| tr '@' '\012' \
| egrep -v -e '-$' \
| egrep -v '\*' \
| egrep '.' \
| egrep -v '^\(_\)' \
| sort | uniq -c | expand \
| sort +0.0 -0.7nr \
| compute-freqs \
> .voyn-word-fin-g.frq
compare-freqs \
.voyn-glyphs.frq \
.voyn-line-fin-g.frq \
.voyn-word-fin-g.frq \
| gawk '/[0-9]\.[0-9]/ {printf "%-63s %5.2f\n", $0, (9.44*$5/$3)}' \
> .voyn-fin.cmp
tot occurs line ends word ends glyph Pwe
---------- ---------- ---------- --------- -----
43 0.002 40 0.053 2 0.000 (ak) 8.78
10 0.001 8 0.011 1 0.000 (K?) 7.55
12 0.001 8 0.011 3 0.001 (6?) 6.29
2 0.000 1 0.001 1 0.000 (IIIK?) 4.72
2 0.000 1 0.001 1 0.000 (IIK?) 4.72
1726 0.098 218 0.287 1308 0.230 (g) 1.19
286 0.016 30 0.039 178 0.031 (or) 0.99
557 0.032 54 0.071 343 0.060 (ae) 0.92
2055 0.117 184 0.242 1818 0.320 (bg) 0.85
23 0.001 2 0.003 20 0.004 (M?) 0.82
414 0.024 31 0.041 374 0.066 (am) 0.71
405 0.023 25 0.033 313 0.055 (ar) 0.58
495 0.028 29 0.038 451 0.079 (an) 0.55
17 0.001 1 0.001 7 0.001 (qor) 0.56
1152 0.066 57 0.075 490 0.086 (oe) 0.47
193 0.011 9 0.012 81 0.014 (qoe) 0.44
186 0.011 8 0.011 39 0.007 (r) 0.41
456 0.026 18 0.024 34 0.006 (e) 0.37
365 0.021 11 0.014 57 0.010 (z) 0.28
685 0.039 12 0.016 61 0.011 (b) 0.17
30 0.002 0 0.000 5 0.001 (4?) 0.00
10 0.001 0 0.000 0 0.000 (I?) 0.00
10 0.001 0 0.000 0 0.000 (II?) 0.00
2 0.000 0 0.000 2 0.000 (IIL?) 0.00
6 0.000 0 0.000 1 0.000 (L?) 0.00
7 0.000 0 0.000 6 0.001 (N?) 0.00
28 0.002 0 0.000 24 0.004 (air?) 0.00
1141 0.065 0 0.000 14 0.002 (d) 0.00
412 0.023 0 0.000 0 0.000 (dc) 0.00
440 0.025 0 0.000 1 0.000 (dcc) 0.00
147 0.008 0 0.000 1 0.000 (dz) 0.00
52 0.003 0 0.000 0 0.000 (dzc) 0.00
32 0.002 0 0.000 1 0.000 (f) 0.00
3 0.000 0 0.000 0 0.000 (fz) 0.00
1 0.000 0 0.000 0 0.000 (fzc) 0.00
513 0.029 0 0.000 4 0.001 (h) 0.00
210 0.012 0 0.000 0 0.000 (hc) 0.00
129 0.007 0 0.000 0 0.000 (hcc) 0.00
91 0.005 1 0.001 0 0.000 (hz) 0.10
30 0.002 0 0.000 0 0.000 (hzc) 0.00
885 0.050 8 0.011 16 0.003 (o) 0.09
195 0.011 0 0.000 4 0.001 (p) 0.00
12 0.001 0 0.000 0 0.000 (pz) 0.00
9 0.001 0 0.000 0 0.000 (pzc) 0.00
1436 0.082 1 0.001 10 0.002 (qo) 0.01
212 0.012 0 0.000 4 0.001 (s) 0.00
716 0.041 1 0.001 0 0.000 (sc) 0.01
150 0.009 0 0.000 1 0.000 (scc) 0.00
400 0.023 0 0.000 1 0.000 (t) 0.00
927 0.053 0 0.000 1 0.000 (tc) 0.00
126 0.007 0 0.000 1 0.000 (tcc) 0.00
The statistics for line-ends roughly agree with those of word-ends.
By th Pwe criterion, the glyphs that asre almost certain to be
word-ends are
tot occurs line ends word ends glyph Pwe
---------- ---------- ---------- --------- -----
1726 0.098 218 0.287 1308 0.230 (g) 1.19
286 0.016 30 0.039 178 0.031 (or) 0.99
The following glyphs are anomalous in that they seem to occur as line-end
(rarely, except for (ak)) but not as other word-end. Thus they may
be abbreviations, or continuation signs, or truncated words.
tot occurs line ends word ends glyph Pwe
---------- ---------- ---------- --------- -----
43 0.002 40 0.053 2 0.000 (ak) 8.78
12 0.001 8 0.011 3 0.001 (6?) 6.29
10 0.001 8 0.011 1 0.000 (K?) 7.55
The following glyphs apepar to be very likely, but not certain,
word-ends (about 75-90% chance):
tot occurs line ends word ends glyph Pwe
---------- ---------- ---------- --------- -----
2055 0.117 184 0.242 1818 0.320 (bg) 0.85
557 0.032 54 0.071 343 0.060 (ae) 0.92
414 0.024 31 0.041 374 0.066 (am) 0.71
The following glyphs apepar to be likely, but not certain,
word-ends (about 50% chance):
tot occurs line ends word ends glyph Pwe
---------- ---------- ---------- --------- -----
405 0.023 25 0.033 313 0.055 (ar) 0.58
495 0.028 29 0.038 451 0.079 (an) 0.55
1152 0.065 57 0.075 490 0.086 (oe) 0.47
193 0.011 9 0.012 81 0.014 (qoe) 0.44
17 0.001 1 0.001 7 0.001 (qor) 0.56
The following glyphs apparently MAY occur at end-of-word, but
apparently occur with higher frequency in non-word-final
position:
tot occurs line ends word ends glyph Pwe
---------- ---------- ---------- --------- -----
685 0.039 12 0.016 61 0.011 (b) 0.17
365 0.021 11 0.014 57 0.010 (z) 0.28
456 0.026 18 0.024 34 0.006 (e) 0.37
186 0.011 8 0.011 39 0.007 (r) 0.41
Numerically, (air?) would not seem to be a valid word-end,
but structurally it is like (ar), and its occurrences
suggest it should be allowed:
tot occurs line ends word ends glyph Pwe
---------- ---------- ---------- --------- -----
28 0.002 0 0.000 24 0.004 (air?) 0.00
Finally, these glyphs do NOT seem to be valid word-ends:
tot occurs line ends word ends glyph Pwe
---------- ---------- ---------- --------- -----
30 0.002 0 0.000 5 0.001 (4?) 0.00
885 0.050 8 0.011 16 0.003 (o) 0.09
1436 0.082 1 0.001 10 0.002 (qo) 0.01
1141 0.065 0 0.000 14 0.002 (d) 0.00
412 0.023 0 0.000 0 0.000 (dc) 0.00
440 0.025 0 0.000 1 0.000 (dcc) 0.00
147 0.008 0 0.000 1 0.000 (dz) 0.00
52 0.003 0 0.000 0 0.000 (dzc) 0.00
513 0.029 0 0.000 4 0.001 (h) 0.00
210 0.012 0 0.000 0 0.000 (hc) 0.00
129 0.007 0 0.000 0 0.000 (hcc) 0.00
91 0.005 1 0.001 0 0.000 (hz) 0.10
30 0.002 0 0.000 0 0.000 (hzc) 0.00
212 0.012 0 0.000 4 0.001 (s) 0.00
716 0.041 1 0.001 0 0.000 (sc) 0.01
150 0.009 0 0.000 1 0.000 (scc) 0.00
400 0.023 0 0.000 1 0.000 (t) 0.00
927 0.053 0 0.000 1 0.000 (tc) 0.00
126 0.007 0 0.000 1 0.000 (tcc) 0.00
38 0.002 2 0.003 0 0.000 (c?) 0.50
48 0.003 0 0.000 0 0.000 (cc?) 0.00
29 0.002 0 0.000 0 0.000 (ccc?) 0.00
32 0.002 0 0.000 1 0.000 (f) 0.00
3 0.000 0 0.000 0 0.000 (fz) 0.00
1 0.000 0 0.000 0 0.000 (fzc) 0.00
195 0.011 0 0.000 4 0.001 (p) 0.00
12 0.001 0 0.000 0 0.000 (pz) 0.00
9 0.001 0 0.000 0 0.000 (pzc) 0.00
Let's now look at the frequencies of line-starts and word-starts:
cat .voyn.glp \
| sed \
-e 's/(_)//g' \
-e 's:^([^)]*):@&@-:g' \
| tr '@' '\012' \
| egrep -v '^-' \
| egrep -v '\*' \
| egrep '.' \
| egrep -v '^\(//\)$' \
| sort | uniq -c | expand \
| sort +0.0 -0.7nr \
| compute-freqs \
> .voyn-line-ini-g.frq
cat .voyn.glp \
| sed \
-e 's:([/=]*)::g' \
-e 's:^(_):-:g' \
-e 's:(_)\(([^)]*)\):@\1@-:g' \
| tr '@' '\012' \
| egrep -v '^-' \
| egrep -v '\*' \
| egrep -v '^\(_\)$' \
| egrep '.' \
| sort | uniq -c | expand \
| sort +0.0 -0.7nr \
| compute-freqs \
> .voyn-word-ini-g.frq
compare-freqs \
.voyn-glyphs.frq \
.voyn-line-ini-g.frq \
.voyn-word-ini-g.frq \
| gawk '/[0-9]\.[0-9]/ {printf "%-63s %5.2f\n", $0, (9.44*$5/$3)}' \
> .voyn-ini.cmp
tot occurs line start word start glyph Pws
---------- ---------- ---------- --------- -----
365 0.021 138 0.181 140 0.025 (z) 3.57
195 0.011 71 0.093 22 0.004 (p) 3.44
17 0.001 5 0.007 11 0.002 (qor) 2.78
30 0.002 6 0.008 22 0.004 (4?) 1.89
685 0.039 103 0.135 350 0.062 (b) 1.42
1436 0.082 169 0.221 1251 0.220 (qo) 1.11
193 0.011 18 0.024 172 0.030 (qoe) 0.88
513 0.029 44 0.058 50 0.009 (h) 0.81
32 0.002 2 0.003 4 0.001 (f) 0.59
456 0.026 26 0.034 340 0.060 (e) 0.54
885 0.050 32 0.042 678 0.119 (o) 0.34
1726 0.098 59 0.077 79 0.014 (g) 0.32
212 0.012 7 0.009 129 0.023 (s) 0.31
186 0.011 4 0.005 130 0.023 (r) 0.20
716 0.041 15 0.020 445 0.078 (sc) 0.20
1152 0.066 23 0.030 543 0.096 (oe) 0.19
400 0.023 5 0.007 205 0.036 (t) 0.12
927 0.053 11 0.014 457 0.080 (tc) 0.11
38 0.002 2 0.003 11 0.002 (c?) 0.50
48 0.003 1 0.001 9 0.002 (cc?) 0.20
29 0.002 0 0.000 3 0.001 (ccc?) 0.00
210 0.012 3 0.004 27 0.005 (hc) 0.13
129 0.007 3 0.004 9 0.002 (hcc) 0.22
30 0.002 1 0.001 6 0.001 (hzc) 0.31
12 0.001 1 0.001 4 0.001 (pz) 0.79
91 0.005 1 0.001 9 0.002 (hz) 0.10
286 0.016 3 0.004 96 0.017 (or) 0.10
147 0.008 1 0.001 3 0.001 (dz) 0.06
126 0.007 1 0.001 84 0.015 (tcc) 0.07
150 0.009 1 0.001 96 0.017 (scc) 0.06
1141 0.065 5 0.007 67 0.012 (d) 0.04
412 0.023 1 0.001 15 0.003 (dc) 0.02
1 0.000 0 0.000 0 0.000 (fzc) 0.00
2 0.000 0 0.000 0 0.000 (IIIK?) 0.00
2 0.000 0 0.000 0 0.000 (IIK?) 0.00
2 0.000 0 0.000 0 0.000 (IIL?) 0.00
3 0.000 0 0.000 2 0.000 (fz) 0.00
6 0.000 0 0.000 2 0.000 (L?) 0.00
7 0.000 0 0.000 0 0.000 (N?) 0.00
9 0.001 0 0.000 2 0.000 (pzc) 0.00
10 0.001 0 0.000 0 0.000 (II?) 0.00
10 0.001 0 0.000 0 0.000 (K?) 0.00
10 0.001 0 0.000 1 0.000 (I?) 0.00
12 0.001 0 0.000 1 0.000 (6?) 0.00
23 0.001 0 0.000 0 0.000 (M?) 0.00
28 0.002 0 0.000 1 0.000 (air?) 0.00
43 0.002 0 0.000 5 0.001 (ak) 0.00
52 0.003 0 0.000 3 0.001 (dzc) 0.00
405 0.023 0 0.000 28 0.005 (ar) 0.00
414 0.024 0 0.000 36 0.006 (am) 0.00
440 0.025 0 0.000 14 0.002 (dcc) 0.00
495 0.028 0 0.000 17 0.003 (an) 0.00
557 0.032 0 0.000 39 0.007 (ae) 0.00
2055 0.117 1 0.001 62 0.011 (bg) 0.00
On the other hand, there are noticeable discrepancies between the
statistics of line-starts and word-starts. The following glyphs
can be taken as sure word-starts:
tot occurs line start word start glyph Pws
---------- ---------- ---------- --------- -----
365 0.021 138 0.181 140 0.025 (z) 3.57
685 0.039 103 0.135 350 0.062 (b) 1.42
30 0.002 6 0.008 22 0.004 (4?) 1.89
1436 0.082 169 0.221 1251 0.220 (qo) 1.11
The following glyphs are word-starters with high probability:
tot occurs line start word start glyph Pws
---------- ---------- ---------- --------- -----
17 0.001 5 0.007 11 0.002 (qor) 2.78
193 0.011 18 0.024 172 0.030 (qoe) 0.88
These are word-starters with fair probability (~50%):
tot occurs line start word start glyph Pws
---------- ---------- ---------- --------- -----
456 0.026 26 0.034 340 0.060 (e) 0.54
1726 0.098 59 0.077 79 0.014 (g) 0.32
The (o) glyph is structurally like (qo) and hence should
be a word-start with high probability. However its frequency
as line-start is rather low. Perhaps it is not word-start
after all.
tot occurs line start word start glyph Pws
---------- ---------- ---------- --------- -----
885 0.050 32 0.042 678 0.119 (o) 0.34
These apparently MAY occur as word-start but apparently are
fairly common also in mid-word:
tot occurs line start word start glyph Pws
---------- ---------- ---------- --------- -----
186 0.011 4 0.005 130 0.023 (r) 0.20
1152 0.066 23 0.030 543 0.096 (oe) 0.19
286 0.016 3 0.004 96 0.017 (or) 0.10
212 0.012 7 0.009 129 0.023 (s) 0.31
716 0.041 15 0.020 445 0.078 (sc) 0.20
400 0.023 5 0.007 205 0.036 (t) 0.12
927 0.053 11 0.014 457 0.080 (tc) 0.11
It would appear tha glyph (d) is impopular as line-starts, whereas
(h) is word-start with high probability (~80%). However, if (d) and
(h) are equivalent, the difference can easily be explained as a
calligraphic effect. In that case the estimated
probability of (d)/(h) being word-start drops to 0.28, which is
more reasonable. The same can be said about the other gallows,
except that they are less probable as word-starts.
tot occurs line start word start glyph Pws
---------- ---------- ---------- --------- -----
513 0.029 44 0.058 50 0.009 (h) 0.81
1141 0.065 5 0.007 67 0.012 (d) 0.04
1654 0.094 49 0.065 117 0.021 ([dh]) 0.28
210 0.012 3 0.004 27 0.005 (hc) 0.13
412 0.023 1 0.001 15 0.003 (dc) 0.02
622 0.035 4 0.005 42 0.008 ([dh]c) 0.06
129 0.007 3 0.004 9 0.002 (hcc) 0.22
440 0.025 0 0.000 14 0.002 (dcc) 0.00
569 0.032 4 0.005 13 0.004 ([dh]cc) 0.07
91 0.005 1 0.001 9 0.002 (hz) 0.10
147 0.008 1 0.001 3 0.001 (dz) 0.06
238 0.013 2 0.002 12 0.003 ([dh]z) 0.08
30 0.002 1 0.001 6 0.001 (hzc) 0.31
52 0.003 0 0.000 3 0.001 (dzc) 0.00
82 0.005 1 0.001 9 0.001 ([dh]zc) 0.12
Thus, an HD-gallows MAY be a word-start, but is not likely to be.
The gallows (p) and (f) can be taken as probable word-starts. The
(p) sign is in fact anomalous, in that it occurs more often at
line-start than at (internal) word-start. This observation is
consistent with the theory that (p) and (f) are ornate "capitals"
and hence common as par-starts.
tot occurs line start word start glyph Pws
---------- ---------- ---------- --------- -----
195 0.011 71 0.093 22 0.004 (p) 3.44
32 0.002 2 0.003 4 0.001 (f) 0.59
227 0.013 73 0.096 26 0.005 ([fp]) 3.04
The other FP-gallows are possibly word-starts, but are so rare that
we should not trust them:
tot occurs line start word start glyph Pws
---------- ---------- ---------- --------- -----
12 0.001 1 0.001 4 0.001 (pz) 0.79
3 0.000 0 0.000 2 0.000 (fz) 0.00
15 0.001 1 0.001 6 0.001 ([fp]z) 0.63
1 0.000 0 0.000 0 0.000 (fzc) 0.00
9 0.001 0 0.000 2 0.000 (pzc) 0.00
10 0.001 0 0.000 2 0.000 ([fp]zc) 0.00
The unattached groups (c?) (cc?), and (ccc?) have a small
probability of being word-starts, but since they are
likely to be errors, we should not trust them.
tot occurs line start word start glyph Pws
---------- ---------- ---------- --------- -----
38 0.002 2 0.003 11 0.002 (c?) 0.50
48 0.003 1 0.001 9 0.002 (cc?) 0.20
29 0.002 0 0.000 3 0.001 (ccc?) 0.00
Finally, these glyphs seem NOT bo be valid word-starts:
tot occurs line start word start glyph Pws
---------- ---------- ---------- --------- -----
150 0.009 1 0.001 96 0.017 (scc) 0.06
126 0.007 1 0.001 84 0.015 (tcc) 0.07
43 0.002 0 0.000 5 0.001 (ak) 0.00
405 0.023 0 0.000 28 0.005 (ar) 0.00
414 0.024 0 0.000 36 0.006 (am) 0.00
495 0.028 0 0.000 17 0.003 (an) 0.00
557 0.032 0 0.000 39 0.007 (ae) 0.00
2055 0.117 1 0.001 62 0.011 (bg) 0.00
2 0.000 0 0.000 0 0.000 (IIIK?) 0.00
2 0.000 0 0.000 0 0.000 (IIK?) 0.00
2 0.000 0 0.000 0 0.000 (IIL?) 0.00
6 0.000 0 0.000 2 0.000 (L?) 0.00
7 0.000 0 0.000 0 0.000 (N?) 0.00
10 0.001 0 0.000 0 0.000 (II?) 0.00
10 0.001 0 0.000 0 0.000 (K?) 0.00
10 0.001 0 0.000 1 0.000 (I?) 0.00
12 0.001 0 0.000 1 0.000 (6?) 0.00
23 0.001 0 0.000 0 0.000 (M?) 0.00
28 0.002 0 0.000 1 0.000 (air?) 0.00
By the way, note that the following glyphs appear to occur often af
word-start, IF we trust the word divisions as transcribed by
FSG/Currier. However, if we consider only line-starts, their
frequency drops considerably. Hence they are probably false
word-starts:
tot occurs line start word start glyph Pws
---------- ---------- ---------- --------- -----
2055 0.117 1 0.001 62 0.011 (bg) 0.00
1141 0.065 5 0.007 67 0.012 (d) 0.04
286 0.016 3 0.004 96 0.017 (or) 0.10
186 0.011 4 0.005 130 0.023 (r) 0.20
212 0.012 7 0.009 129 0.023 (s) 0.31
150 0.009 1 0.001 96 0.017 (scc) 0.06
400 0.023 5 0.007 205 0.036 (t) 0.12
126 0.007 1 0.001 84 0.015 (tcc) 0.07
97-09-27 stolfi
===============
Let's try to (re)split the text according to these insights.
There are two goals for a splitting algorithm. We can aim at
splitting into WORDS: units of meaning. The approach here would be
to assume that the line breaks occur at word boundaries; so we break
only at places that look sufficiently similar to the contexs of line
breaks. However, unless the language has a very favorable
structure, we can't expect much success here: there is not enough
information to go along.
Instead, we can try to split into SYLLABES: units of pronunciation.
Note that syllabes are a finite set, have a constrained structure,
and tend to combine relatively freely. Also the division into
syllabes is generally a refinement of the division into words.
The context statistics for syllabe breaks may be somewhat
different from those of word breaks, and hence from those of line
breaks (which are the observable data). But there is more hope here
than for word breaks.
The word and syllabe breaking rules can be distilled from the
above discussion of line-starts and line-ends, as follows:
+------------------+-----------------+
| begins a word | ends a word |
+------------------+-----------------+
always | b z 4 qo f p | g or ak 6 |
+------------------+-----------------+
very often | qoe qor | bg ae am |
+------------------+-----------------+
often | e g | ar an air |
| o | oe |
| oe or | qoe qor |
| h d | |
+------------------+-----------------+
sometimes | r s sc t tc | b z e r |
| hc hcc hz hzc | |
| dc dcc dz dzc | |
| fz fzc | |
| pz pzc | |
| c cc ccc | |
+------------------+-----------------+
never | am an ar ak ae | 4 |
| air bg 6 | o qo |
| scc tcc | h hc hcc hz hzc |
| | d dc dcc dz dzc |
| | s sc scc |
| | t tc tcc |
| | f fz fzc |
| | p pz pzc |
+------------------+-----------------+
The word-breaking strategy then would use only the
"always" and "very often" entries; whereas for
syllabe-breaking we would use also the "often"
and "sometimes" entries, provided they are not
contradicted by "never"
The sed script glp2syl below attempts to perform syllabe breaking.
--- glp2syl ------------------------
#! /n/gnu/bin/sed -f
# Splits string of glyphs into "morphemes"
# Does not touch existing blanks (_), line ends (//), and par ends (=)
#
#
# Forced word-starts:
s/\((qo)\)/C\1/g
s/\((4?)\)/C\1/g
s/\(([zb])\)/C\1/g
s/\(([fp])\)/C\1/g
# Very likely word-starts:
s/\((qo[er])\)/B\1/g
# Moderately likely word-starts:
s/\(([oeg])\)/A\1/g
s/\((o[er])\)/A\1/g
s/\(([hd])\)/A\1/g
# Admissible word-starts
s/\(([^()]*\*[^()]*)\)/~\1/g
s/\((r)\)/~\1/g
s/\(([st])\)/~\1/g
s/\(([st]c)\)/~\1/g
s/\(([hd]zc*)\)/~\1/g
s/\(([hd]cc*)\)/~\1/g
s/\(([fp]zc*)\)/~\1/g
s/\((cc*?)\)/~\1/g
# Inadmissible word-starts:
s/\((a[mrnke])\)/c\1/g
s/\((air?)\)/c\1/g
s/\((bg)\)/c\1/g
s/\((I*[KLMN]*)\)/c\1/g
s/\((6?)\)/c\1/g
s/\(([st]cc)\)/c\1/g
#
# Forced word-ends:
s/\((g)\)/\1C/g
s/\((or)\)/\1C/g
s/\((ak)\)/\1C/g
s/\((6?)\)/\1C/g
s/\((I*K?)\)/\1C/g
# Very likely word-ends:
s/\((bg)\)/\1B/g
s/\((a[em])\)/\1B/g
s/\((I*[LMN]?)\)/\1B/g
# Moderately likely word-ends:
s/\((a[rn])\)/\1A/g
s/\((air?)\)/\1A/g
s/\((oe)\)/\1A/g
s/\((qo[er])\)/\1A/g
# Admissible word-ends:
s/\(([bzer])\)/\1~/g
s/\(([^()]*\*[^()]*)\)/\1~/g
# Inadmissible word-ends:
s/\((4?)\)/\1c/g
s/\(([q]*o)\)/\1c/g
s/\(([hdfp]z*c*)\)/\1c/g
s/\(([st]c*)\)/\1c/g
s/\((cc*?)\)/\1c/g
#
# Transport codes across line and paragraph breaks:
s:(//)\([ABCabc~]\+\)(:\1(//)(:g
s:(=)\([ABCabc~]\+\)(:\1(=)(:g
#
# Split if either side forces a break and the other doesn't forbid it
s:)C[CBA~ab](:)(_)(:g
s:)[BA~ab]C(:)(_)(:g
# Split if very likely but not forbidden:
s:)B[BA~a](:)(_)(:g
s:)[A~a]B(:)(_)(:g
# Split if "likely" but not prohibited
s:)A[A~](:)(_)(:g
s:)[~]A(:)(_)(:g
# Clean up unused codes:
s/)[CBA~abc]\+(/)(/g
s/^[CBA~abc]\+//g
s/)[CBA~abc]\+$/)/g
# Transport blanks across line and paragraph breaks:
s:(_)(//)(\([^_]\):(_)(//)(_)(\1:g
s:(_)(=)(\([^_]\):(_)(=)(_)(\1:g
------------------------------------
cat .voyn.glp \
| sed \
-e 's:([_/]*)::g' \
| tr -d ' \012' \
| glp2syl \
| sed -e 's/(_)/@/g' \
| tr '@' '\012' \
| egrep '.' \
| sort | uniq -c | expand \
| sort +0.0 -0.7nr \
| compute-freqs \
> .voyn-syl.frq
Here are the most popular "artificially split" words (10 or more occurrences):
726 0.097 (oe)
283 0.038 (g)
264 0.035 (tc)(bg)
253 0.034 (sc)(bg)
160 0.021 (qoe)
157 0.021 (or)
156 0.021 (qo)(dc)(bg)
149 0.020 (e)
147 0.020 (qo)(dcc)(bg)
142 0.019 (qo)(d)(an)
134 0.018 (z)
125 0.017 (tc)(g)
116 0.015 (qo)(d)(ae)
101 0.013 (sc)(g)
87 0.012 (b)
84 0.011 (b)(ae)
84 0.011 (qo)(dcc)(g)
79 0.011 (qo)(d)(am)
76 0.010 (b)(am)
65 0.009 (b)(ar)
62 0.008 (d)(an)
62 0.008 (qo)(d)(g)
57 0.008 (e)(tc)(bg)
53 0.007 (dcc)(bg)
53 0.007 (r)
52 0.007 (dc)(bg)
48 0.006 (o)(hc)(bg)
46 0.006 (qo)(d)(ar)
46 0.006 (qo)(hc)(bg)
45 0.006 (o)(dc)(bg)
43 0.006 (b)(an)
43 0.006 (o)(d)(an)
41 0.005 (dcc)(g)
40 0.005 (hc)(bg)
40 0.005 (qo)(dc)(g)
40 0.005 (qo)(hcc)(bg)
38 0.005 (z)(am)
37 0.005 (t)(dz)(g)
36 0.005 (o)(dcc)(bg)
34 0.005 (tc)(oe)
30 0.004 (o)(d)(am)
30 0.004 (sc)(oe)
30 0.004 (t)(bg)
29 0.004 (d)(g)
29 0.004 (e)(sc)(bg)
29 0.004 (qo)(h)(g)
28 0.004 (o)(h)(ae)
28 0.004 (z)(ae)
28 0.004 (z)(an)
27 0.004 (d)(am)
27 0.004 (o)(d)(ae)
27 0.004 (o)(h)(an)
27 0.004 (p)(oe)
27 0.004 (qo)(h)(ae)
25 0.003 (o)(hcc)(bg)
25 0.003 (qo)(h)(an)
24 0.003 (s)(dz)(g)
22 0.003 (e)(tc)(g)
22 0.003 (o)(h)(ar)
21 0.003 (t)(hz)(g)
21 0.003 (t)(oe)
21 0.003 (tc)(dz)(g)
21 0.003 (z)(ar)
20 0.003 (o)(d)(ar)
20 0.003 (qo)(d)(oe)
19 0.003 (o)(d)(g)
19 0.003 (o)(h)(g)
19 0.003 (o)(hcc)(g)
19 0.003 (p)(tc)(bg)
19 0.003 (sc)(dz)(g)
18 0.002 (b)(sc)(bg)
18 0.002 (d)(ar)
18 0.002 (t)(g)
17 0.002 (h)(ae)
17 0.002 (h)(oe)
17 0.002 (s)(oe)
17 0.002 (tc)(hz)(g)
16 0.002 (o)(dcc)(g)
16 0.002 (s)(g)
15 0.002 (o)(hc)(g)
15 0.002 (oe)(bg)
15 0.002 (qo)(h)(am)
15 0.002 (qo)(h)(ar)
15 0.002 (s)(bg)
14 0.002 (d)(ae)
14 0.002 (sc)(hz)(g)
13 0.002 (d)(oe)
13 0.002 (o)(p)(tc)(bg)
13 0.002 (r)(am)
13 0.002 (tc)(b)
12 0.002 (h)(an)
12 0.002 (h)(ar)
12 0.002 (o)(M?)
12 0.002 (o)(h)(am)
12 0.002 (oe)(am)
12 0.002 (oe)(tcc)(g)
12 0.002 (or)(am)
12 0.002 (sc)(or)
11 0.001 (e)(bg)
11 0.001 (h)(tc)(bg)
11 0.001 (hcc)(bg)
11 0.001 (hcc)(g)
11 0.001 (o)(h)(oe)
11 0.001 (qo)(d)(t)(bg)
11 0.001 (qor)
11 0.001 (r)(ae)
11 0.001 (r)(an)
11 0.001 (s)(hz)(g)
11 0.001 (sc)(d)(g)
11 0.001 (tc)(d)(g)
10 0.001 (b)(tc)(bg)
10 0.001 (dc)(g)
10 0.001 (o)(dc)(g)
10 0.001 (oe)(scc)(g)
10 0.001 (t)(ae)
10 0.001 (tc)(z)
Here is a comparison of the artificially split syllabes
and the original "word" division:
cat .voyn.glp \
| sed \
-e 's:([=/]*)::g' \
| tr -d ' \012' \
| sed -e 's/(_)/@/g' \
| tr '@' '\012' \
| egrep '.' \
| sort | uniq -c | expand \
| sort +0.0 -0.7nr \
| compute-freqs \
> .voyn-wor.frq
cat .voyn.glp \
| sed \
-e 's:([=/]*)::g' \
| tr -d ' \012' \
| glp2syl \
| sed -e 's/(_)/@/g' \
| tr '@' '\012' \
| egrep '.' \
| sort | uniq -c | expand \
| sort +0.0 -0.7nr \
| compute-freqs \
> .voyn-xor.frq
compare-freqs \
.voyn-wor.frq \
.voyn-syl.frq \
.voyn-xor.frq \
> .voyn-wor.cmp
orig spaces split rules orig + splt syllabe
----------- ----------- ----------- -----------
178 0.028 726 0.097 771 0.097 (oe)
5 0.001 283 0.038 294 0.037 (g)
194 0.030 264 0.035 276 0.035 (tc)(bg)
213 0.033 253 0.034 262 0.033 (sc)(bg)
57 0.009 157 0.021 182 0.023 (or)
88 0.014 160 0.021 175 0.022 (qoe)
161 0.025 156 0.021 164 0.021 (qo)(dc)(bg)
7 0.001 149 0.020 160 0.020 (e)
157 0.024 142 0.019 158 0.020 (qo)(d)(an)
152 0.024 147 0.020 153 0.019 (qo)(dcc)(bg)
9 0.001 134 0.018 147 0.018 (z)
75 0.012 125 0.017 129 0.016 (tc)(g)
107 0.017 116 0.015 122 0.015 (qo)(d)(ae)
78 0.012 101 0.013 112 0.014 (sc)(g)
3 0.000 87 0.012 88 0.011 (b)
53 0.008 84 0.011 87 0.011 (b)(ae)
86 0.013 84 0.011 87 0.011 (qo)(dcc)(g)
87 0.013 79 0.011 87 0.011 (qo)(d)(am)
78 0.012 76 0.010 82 0.010 (b)(am)
58 0.009 65 0.009 72 0.009 (b)(ar)
13 0.002 53 0.007 71 0.009 (r)
16 0.002 62 0.008 66 0.008 (d)(an)
58 0.009 62 0.008 64 0.008 (qo)(d)(g)
46 0.007 0 0.000 61 0.008 (bg)
56 0.009 57 0.008 58 0.007 (e)(tc)(bg)
10 0.002 53 0.007 56 0.007 (dcc)(bg)
11 0.002 52 0.007 52 0.007 (dc)(bg)
50 0.008 48 0.006 52 0.007 (o)(hc)(bg)
45 0.007 43 0.006 50 0.006 (b)(an)
48 0.007 46 0.006 50 0.006 (qo)(d)(ar)
47 0.007 46 0.006 47 0.006 (qo)(hc)(bg)
44 0.007 45 0.006 46 0.006 (o)(dc)(bg)
41 0.006 43 0.006 43 0.005 (o)(d)(an)
41 0.006 40 0.005 42 0.005 (qo)(dc)(g)
0 0.000 41 0.005 41 0.005 (dcc)(g)
40 0.006 40 0.005 41 0.005 (qo)(hcc)(bg)
20 0.003 40 0.005 40 0.005 (hc)(bg)
22 0.003 34 0.005 39 0.005 (tc)(oe)
33 0.005 36 0.005 38 0.005 (o)(dcc)(bg)
35 0.005 37 0.005 38 0.005 (t)(dz)(g)
35 0.005 38 0.005 38 0.005 (z)(am)
20 0.003 0 0.000 36 0.005 (ae)
30 0.005 0 0.000 36 0.005 (am)
34 0.005 30 0.004 35 0.004 (o)(d)(am)
34 0.005 0 0.000 34 0.004 (tcc)(g)
19 0.003 30 0.004 33 0.004 (t)(bg)
33 0.005 0 0.000 33 0.004 (scc)(bg)
21 0.003 30 0.004 32 0.004 (sc)(oe)
31 0.005 0 0.000 32 0.004 (scc)(g)
27 0.004 28 0.004 31 0.004 (z)(an)
25 0.004 27 0.004 30 0.004 (qo)(h)(ae)
30 0.005 0 0.000 0 0.000 (z)(oe)
0 0.000 29 0.004 29 0.004 (d)(g)
20 0.003 28 0.004 29 0.004 (o)(h)(ae)
21 0.003 27 0.004 29 0.004 (o)(d)(ae)
25 0.004 29 0.004 28 0.004 (e)(sc)(bg)
27 0.004 29 0.004 29 0.004 (qo)(h)(g)
29 0.004 0 0.000 0 0.000 (oe)(tc)(bg)
6 0.001 27 0.004 28 0.004 (d)(am)
17 0.003 28 0.004 27 0.003 (z)(ae)
28 0.004 0 0.000 0 0.000 (b)(oe)
8 0.001 27 0.004 27 0.003 (p)(oe)
25 0.004 27 0.004 27 0.003 (o)(h)(an)
26 0.004 0 0.000 0 0.000 (oe)(g)
22 0.003 22 0.003 25 0.003 (o)(h)(ar)
23 0.004 25 0.003 25 0.003 (qo)(h)(an)
24 0.004 24 0.003 25 0.003 (s)(dz)(g)
25 0.004 25 0.003 25 0.003 (o)(hcc)(bg)
14 0.002 0 0.000 24 0.003 (ar)
24 0.004 0 0.000 0 0.000 (oe)(d)(an)
4 0.001 18 0.002 23 0.003 (d)(ar)
19 0.003 21 0.003 23 0.003 (z)(ar)
20 0.003 22 0.003 23 0.003 (e)(tc)(g)
18 0.003 20 0.003 22 0.003 (qo)(d)(oe)
20 0.003 20 0.003 22 0.003 (o)(d)(ar)
20 0.003 21 0.003 22 0.003 (t)(hz)(g)
21 0.003 21 0.003 22 0.003 (tc)(dz)(g)
5 0.001 0 0.000 21 0.003 (o)
15 0.002 21 0.003 21 0.003 (t)(oe)
21 0.003 0 0.000 21 0.003 (tcc)(bg)
8 0.001 17 0.002 20 0.003 (h)(ae)
17 0.003 19 0.003 20 0.003 (o)(h)(g)
20 0.003 0 0.000 0 0.000 (oe)(dc)(bg)
20 0.003 0 0.000 0 0.000 (oe)(dcc)(g)
12 0.002 19 0.003 18 0.002 (o)(d)(g)
15 0.002 19 0.003 19 0.002 (p)(tc)(bg)
18 0.003 18 0.002 19 0.002 (b)(sc)(bg)
18 0.003 19 0.003 19 0.002 (o)(hcc)(g)
19 0.003 0 0.000 0 0.000 (e)(oe)
19 0.003 19 0.003 19 0.002 (sc)(dz)(g)
5 0.001 18 0.002 18 0.002 (t)(g)
17 0.003 17 0.002 18 0.002 (tc)(hz)(g)
18 0.003 0 0.000 0 0.000 (oe)(or)
5 0.001 12 0.002 17 0.002 (o)(M?)
6 0.001 17 0.002 17 0.002 (h)(oe)
7 0.001 15 0.002 17 0.002 (s)(bg)
9 0.001 16 0.002 17 0.002 (s)(g)
13 0.002 17 0.002 16 0.002 (s)(oe)
15 0.002 15 0.002 17 0.002 (qo)(h)(ar)
15 0.002 0 0.000 16 0.002 (an)
15 0.002 15 0.002 16 0.002 (qo)(h)(am)
16 0.002 0 0.000 0 0.000 (oe)(sc)(bg)
16 0.002 0 0.000 0 0.000 (r)(oe)
16 0.002 0 0.000 0 0.000 (z)(or)
16 0.002 16 0.002 16 0.002 (o)(dcc)(g)
3 0.000 14 0.002 15 0.002 (d)(ae)
12 0.002 15 0.002 15 0.002 (oe)(bg)
14 0.002 13 0.002 15 0.002 (r)(am)
14 0.002 15 0.002 15 0.002 (o)(hc)(g)
15 0.002 0 0.000 0 0.000 (oe)(dcc)(bg)
3 0.000 13 0.002 14 0.002 (d)(oe)
4 0.001 12 0.002 14 0.002 (h)(an)
5 0.001 13 0.002 14 0.002 (tc)(b)
13 0.002 13 0.002 14 0.002 (o)(p)(tc)(bg)
13 0.002 14 0.002 14 0.002 (sc)(hz)(g)
7 0.001 11 0.001 13 0.002 (qor)
10 0.002 12 0.002 13 0.002 (sc)(or)
13 0.002 0 0.000 0 0.000 (oe)(tc)(g)
13 0.002 0 0.000 0 0.000 (qoe)(tc)(g)
13 0.002 12 0.002 13 0.002 (o)(h)(am)
3 0.000 12 0.002 5 0.001 (oe)(am)
4 0.001 12 0.002 5 0.001 (oe)(tcc)(g)
4 0.001 12 0.002 7 0.001 (or)(am)
5 0.001 12 0.002 12 0.002 (h)(ar)
11 0.002 11 0.001 12 0.002 (qo)(d)(t)(bg)
11 0.002 11 0.001 12 0.002 (sc)(d)(g)
12 0.002 0 0.000 0 0.000 (qoe)(tc)(bg)
12 0.002 11 0.001 12 0.002 (s)(hz)(g)
12 0.002 11 0.001 12 0.002 (tc)(d)(g)
2 0.000 10 0.001 11 0.001 (dc)(g)
4 0.001 11 0.001 11 0.001 (hcc)(bg)
4 0.001 11 0.001 11 0.001 (hcc)(g)
7 0.001 11 0.001 9 0.001 (r)(ae)
9 0.001 10 0.001 11 0.001 (tc)(z)
9 0.001 11 0.001 9 0.001 (r)(an)
9 0.001 11 0.001 10 0.001 (o)(h)(oe)
10 0.002 11 0.001 11 0.001 (e)(bg)
11 0.002 0 0.000 0 0.000 (e)(or)
11 0.002 0 0.000 0 0.000 (oe)(d)(g)
11 0.002 0 0.000 11 0.001 (tcc)(d)(g)
11 0.002 10 0.001 11 0.001 (o)(dc)(g)
11 0.002 11 0.001 11 0.001 (h)(tc)(bg)
3 0.000 10 0.001 5 0.001 (oe)(scc)(g)
4 0.001 9 0.001 10 0.001 (f)(tc)(bg)
7 0.001 0 0.000 10 0.001 (qo)
7 0.001 10 0.001 10 0.001 (t)(ae)
8 0.001 5 0.001 10 0.001 (tc)(or)
10 0.002 0 0.000 0 0.000 (g)(dcc)(bg)
10 0.002 0 0.000 0 0.000 (oe)(oe)
10 0.002 0 0.000 0 0.000 (oe)(sc)(g)
10 0.002 10 0.001 10 0.001 (b)(tc)(bg)
2 0.000 8 0.001 9 0.001 (sc)(b)
4 0.001 8 0.001 9 0.001 (s)(ae)
5 0.001 9 0.001 9 0.001 (h)(am)
5 0.001 9 0.001 9 0.001 (tc)(ae)
7 0.001 9 0.001 7 0.001 (e)(sc)(g)
9 0.001 0 0.000 0 0.000 (e)(g)
9 0.001 0 0.000 0 0.000 (g)(sc)(bg)
9 0.001 0 0.000 0 0.000 (oe)(d)(am)
9 0.001 7 0.001 9 0.001 (t)(dzc)(g)
9 0.001 8 0.001 9 0.001 (qo)(p)(tc)(bg)
0 0.000 8 0.001 0 0.000 (=)
3 0.000 8 0.001 5 0.001 (or)(ae)
4 0.001 7 0.001 8 0.001 (t)(e)
5 0.001 8 0.001 5 0.001 (qoe)(scc)(bg)
6 0.001 7 0.001 8 0.001 (o)(d)(oe)
6 0.001 8 0.001 8 0.001 (e)(t)(g)
6 0.001 8 0.001 8 0.001 (qo)(h)(oe)
7 0.001 4 0.001 8 0.001 (r)(ar)
8 0.001 0 0.000 0 0.000 (g)(hc)(bg)
8 0.001 0 0.000 0 0.000 (qoe)(dcc)(bg)
8 0.001 0 0.000 8 0.001 (scc)(d)(g)
8 0.001 8 0.001 8 0.001 (qo)(hc)(g)
8 0.001 8 0.001 8 0.001 (s)(ar)
0 0.000 7 0.001 7 0.001 (o)(K?)
1 0.000 6 0.001 7 0.001 (d)(or)
1 0.000 6 0.001 7 0.001 (d)(tc)(bg)
2 0.000 7 0.001 3 0.000 (oe)(scc)(bg)
3 0.000 7 0.001 4 0.001 (or)(ar)
4 0.001 7 0.001 5 0.001 (oe)(tcc)(bg)
4 0.001 7 0.001 5 0.001 (or)(an)
5 0.001 7 0.001 5 0.001 (e)(scc)(bg)
6 0.001 7 0.001 6 0.001 (r)(sc)(bg)
6 0.001 7 0.001 6 0.001 (r)(tc)(bg)
6 0.001 7 0.001 6 0.001 (r)(tc)(g)
6 0.001 7 0.001 6 0.001 (sc)(b)(ae)
6 0.001 7 0.001 7 0.001 (e)(dcc)(bg)
7 0.001 0 0.000 0 0.000 (b)(ae)(g)
7 0.001 0 0.000 0 0.000 (b)(or)
7 0.001 0 0.000 0 0.000 (g)(dcc)(g)
7 0.001 0 0.000 0 0.000 (qo)(d)(ae)(g)
7 0.001 0 0.000 0 0.000 (qoe)(g)
7 0.001 0 0.000 0 0.000 (z)(oe)(tc)(bg)
7 0.001 0 0.000 7 0.001 (scc)(h)(g)
7 0.001 5 0.001 7 0.001 (tc)(ar)
7 0.001 7 0.001 7 0.001 (e)(dc)(bg)
7 0.001 7 0.001 7 0.001 (oe)(an)
7 0.001 7 0.001 7 0.001 (qo)(d)(sc)(bg)
7 0.001 7 0.001 7 0.001 (qo)(d)(t)(g)
7 0.001 7 0.001 7 0.001 (qo)(d)(tc)(bg)
7 0.001 7 0.001 7 0.001 (qo)(hcc)(g)
1 0.000 5 0.001 6 0.001 (d)(ccc?)(g)
1 0.000 6 0.001 3 0.000 (o)(g)
2 0.000 5 0.001 6 0.001 (o)(N?)
2 0.000 6 0.001 6 0.001 (h)(g)
3 0.000 5 0.001 6 0.001 (b)(air?)
3 0.000 6 0.001 6 0.001 (h)(or)
4 0.001 5 0.001 6 0.001 (o)(bg)
4 0.001 6 0.001 6 0.001 (d)(tc)(g)
5 0.001 5 0.001 6 0.001 (sc)(ae)
5 0.001 6 0.001 6 0.001 (b)(ak)
6 0.001 0 0.000 0 0.000 (e)(o)
6 0.001 0 0.000 0 0.000 (g)(dc)(bg)
6 0.001 0 0.000 0 0.000 (oe)(d)(ar)
6 0.001 0 0.000 0 0.000 (oe)(t)(g)
6 0.001 0 0.000 0 0.000 (or)(g)
6 0.001 5 0.001 6 0.001 (sc)(h)(g)
6 0.001 5 0.001 6 0.001 (tc)(b)(am)
6 0.001 6 0.001 6 0.001 (o)(d)(tc)(g)
6 0.001 6 0.001 6 0.001 (qo)(cc?)(bg)
6 0.001 6 0.001 6 0.001 (s)(dzc)(bg)
1 0.000 5 0.001 1 0.000 (qoe)(tcc)(bg)
1 0.000 5 0.001 2 0.000 (g)(bg)
2 0.000 5 0.001 2 0.000 (qo)(h)(ae)(bg)
2 0.000 5 0.001 5 0.001 (d)(sc)(g)
3 0.000 3 0.000 5 0.001 (t)(b)(ar)
3 0.000 4 0.001 5 0.001 (hc)(oe)
3 0.000 4 0.001 5 0.001 (t)(ar)
3 0.000 5 0.001 5 0.001 (h)(sc)(bg)
4 0.001 5 0.001 4 0.001 (b)(ae)(bg)
4 0.001 5 0.001 4 0.001 (o)(h)(sc)(bg)
4 0.001 5 0.001 5 0.001 (e)(t)(bg)
4 0.001 5 0.001 5 0.001 (p)(tc)(g)
4 0.001 5 0.001 5 0.001 (p)(tc)(oe)
4 0.001 5 0.001 5 0.001 (sc)(ar)
4 0.001 5 0.001 5 0.001 (tc)(b)(ar)
4 0.001 5 0.001 5 0.001 (tc)(h)(g)
5 0.001 0 0.000 0 0.000 (e)(d)(am)
5 0.001 0 0.000 0 0.000 (e)(d)(an)
5 0.001 0 0.000 0 0.000 (e)(d)(ar)
5 0.001 0 0.000 0 0.000 (oe)(dc)(g)
5 0.001 0 0.000 0 0.000 (or)(oe)
5 0.001 0 0.000 0 0.000 (qoe)(dcc)(g)
5 0.001 0 0.000 0 0.000 (qoe)(sc)(bg)
5 0.001 0 0.000 0 0.000 (r)(or)
5 0.001 0 0.000 0 0.000 (z)(o)(M?)
5 0.001 0 0.000 0 0.000 (z)(oe)(dcc)(bg)
5 0.001 0 0.000 5 0.001 (ak)
5 0.001 4 0.001 5 0.001 (qo)(dcc)(b)
5 0.001 4 0.001 5 0.001 (s)(dzc)(g)
5 0.001 4 0.001 5 0.001 (z)(tc)(bg)
5 0.001 5 0.001 5 0.001 (t)(dz)(bg)
5 0.001 5 0.001 5 0.001 (t)(dzc)(bg)
5 0.001 5 0.001 5 0.001 (z)(sc)(bg)
0 0.000 4 0.001 4 0.001 (hc)(g)
1 0.000 3 0.000 4 0.001 (h)(t)(bg)
1 0.000 3 0.000 4 0.001 (o)(b)
1 0.000 4 0.001 1 0.000 (b)(ar)(ar)
1 0.000 4 0.001 4 0.001 (c?)(bg)
1 0.000 4 0.001 4 0.001 (d)(ak)
1 0.000 4 0.001 4 0.001 (o)(p)(ae)
2 0.000 0 0.000 4 0.001 (o)(d)
2 0.000 4 0.001 2 0.000 (qo)(d)(g)(bg)
2 0.000 4 0.001 3 0.000 (e)(s)(bg)
2 0.000 4 0.001 3 0.000 (e)(tc)(oe)
2 0.000 4 0.001 4 0.001 (cc?)(g)
2 0.000 4 0.001 4 0.001 (d)(t)(bg)
2 0.000 4 0.001 4 0.001 (p)(t)(bg)
3 0.000 3 0.000 4 0.001 (cc?)(bg)
3 0.000 3 0.000 4 0.001 (e)(ar)
3 0.000 4 0.001 3 0.000 (o)(d)(sc)(g)
3 0.000 4 0.001 3 0.000 (o)(hc)(oe)
3 0.000 4 0.001 3 0.000 (o)(sc)(g)
3 0.000 4 0.001 3 0.000 (qo)(h)(tc)(bg)
3 0.000 4 0.001 3 0.000 (qoe)(am)
3 0.000 4 0.001 4 0.001 (e)(ae)
3 0.000 4 0.001 4 0.001 (g)(scc)(g)
3 0.000 4 0.001 4 0.001 (o)(dc)(oe)
3 0.000 4 0.001 4 0.001 (o)(h)(tc)(bg)
3 0.000 4 0.001 4 0.001 (qo)(bg)
3 0.000 4 0.001 4 0.001 (s)(hzc)(g)
3 0.000 4 0.001 4 0.001 (z)(air?)
4 0.001 0 0.000 0 0.000 (ae)(g)
4 0.001 0 0.000 0 0.000 (ar)(g)
4 0.001 0 0.000 0 0.000 (b)(ar)(g)
4 0.001 0 0.000 0 0.000 (b)(e)
4 0.001 0 0.000 0 0.000 (e)(oe)(g)
4 0.001 0 0.000 0 0.000 (g)(hcc)(g)
4 0.001 0 0.000 0 0.000 (g)(sc)(g)
4 0.001 0 0.000 0 0.000 (g)(tc)(bg)
4 0.001 0 0.000 0 0.000 (oe)(d)(ae)
4 0.001 0 0.000 0 0.000 (oe)(s)(bg)
4 0.001 0 0.000 0 0.000 (qoe)(d)(g)
4 0.001 0 0.000 0 0.000 (qoe)(sc)(g)
4 0.001 0 0.000 0 0.000 (z)(oe)(sc)(g)
4 0.001 0 0.000 4 0.001 (4?)
4 0.001 0 0.000 4 0.001 (sc)(d)
4 0.001 0 0.000 4 0.001 (tcc)(z)
4 0.001 2 0.000 4 0.001 (e)(r)
4 0.001 2 0.000 4 0.001 (qo)(dc)(ar)
4 0.001 4 0.001 4 0.001 (e)(scc)(g)
4 0.001 4 0.001 4 0.001 (e)(tcc)(g)
4 0.001 4 0.001 4 0.001 (o)(h)(tc)(g)
4 0.001 4 0.001 4 0.001 (p)(tc)(b)(ar)
4 0.001 4 0.001 4 0.001 (qo)(d)(or)
4 0.001 4 0.001 4 0.001 (qo)(d)(tc)(g)
4 0.001 4 0.001 4 0.001 (qo)(dc)(b)
4 0.001 4 0.001 4 0.001 (qo)(dzc)(g)
4 0.001 4 0.001 4 0.001 (sc)(b)(am)
4 0.001 4 0.001 4 0.001 (t)(d)(an)
0 0.000 3 0.000 0 0.000 (sc)(g)(bg)
0 0.000 3 0.000 1 0.000 (or)(scc)(g)
0 0.000 3 0.000 3 0.000 (d)(e)
0 0.000 3 0.000 3 0.000 (o)(6?)
1 0.000 2 0.000 3 0.000 (d)(air?)
1 0.000 3 0.000 1 0.000 (or)(tcc)(g)
1 0.000 3 0.000 2 0.000 (o)(tc)(bg)
1 0.000 3 0.000 2 0.000 (oe)(ar)
1 0.000 3 0.000 2 0.000 (qo)(oe)
1 0.000 3 0.000 3 0.000 (ccc?)(bg)
1 0.000 3 0.000 3 0.000 (t)(z)
2 0.000 2 0.000 3 0.000 (*?)
2 0.000 2 0.000 3 0.000 (o)(z)
2 0.000 3 0.000 2 0.000 (e)(tcc)(bg)
2 0.000 3 0.000 2 0.000 (o)(qo)(d)(an)
2 0.000 3 0.000 2 0.000 (oe)(ae)
2 0.000 3 0.000 2 0.000 (qoe)(scc)(g)
2 0.000 3 0.000 2 0.000 (tc)(d)(an)
2 0.000 3 0.000 3 0.000 (b)(cc?)(bg)
2 0.000 3 0.000 3 0.000 (b)(sc)(g)
2 0.000 3 0.000 3 0.000 (dzc)(g)
2 0.000 3 0.000 3 0.000 (g)(tcc)(g)
2 0.000 3 0.000 3 0.000 (h)(tc)(g)
2 0.000 3 0.000 3 0.000 (o)(dz)(g)
2 0.000 3 0.000 3 0.000 (o)(h)(or)
2 0.000 3 0.000 3 0.000 (s)(or)
2 0.000 3 0.000 3 0.000 (tc)(dzc)(g)
3 0.000 0 0.000 0 0.000 (ar)(or)
3 0.000 0 0.000 0 0.000 (b)(ae)(s)(bg)
3 0.000 0 0.000 0 0.000 (b)(ae)(sc)(bg)
3 0.000 0 0.000 0 0.000 (e)(d)(g)
3 0.000 0 0.000 0 0.000 (g)(d)(an)
3 0.000 0 0.000 0 0.000 (g)(hcc)(bg)
3 0.000 0 0.000 0 0.000 (o)(h)(ae)(g)
3 0.000 0 0.000 0 0.000 (oe)(h)(an)
3 0.000 0 0.000 0 0.000 (oe)(hc)(bg)
3 0.000 0 0.000 0 0.000 (oe)(t)(bg)
3 0.000 0 0.000 0 0.000 (qoe)(d)(an)
3 0.000 0 0.000 0 0.000 (qoe)(dc)(bg)
3 0.000 0 0.000 0 0.000 (r)(o)(M?)
3 0.000 0 0.000 0 0.000 (z)(g)
3 0.000 0 0.000 0 0.000 (z)(o)(dcc)(bg)
3 0.000 0 0.000 0 0.000 (z)(oe)(dcc)(g)
3 0.000 0 0.000 0 0.000 (z)(oe)(tc)(g)
3 0.000 0 0.000 3 0.000 (qo)(d)
3 0.000 0 0.000 3 0.000 (scc)(oe)
3 0.000 1 0.000 3 0.000 (e)(t)(or)
3 0.000 2 0.000 3 0.000 (b)(t)(bg)
3 0.000 2 0.000 3 0.000 (e)(tc)(b)
3 0.000 2 0.000 3 0.000 (e)(tc)(dz)(g)
3 0.000 2 0.000 3 0.000 (o)(dc)(b)(ar)
3 0.000 2 0.000 3 0.000 (qo)(d)(e)
3 0.000 2 0.000 3 0.000 (qo)(dc)(or)
3 0.000 2 0.000 3 0.000 (sc)(dzc)(bg)
3 0.000 2 0.000 3 0.000 (sc)(z)
3 0.000 3 0.000 3 0.000 (b)(tc)(oe)
3 0.000 3 0.000 3 0.000 (d)(oe)(bg)
3 0.000 3 0.000 3 0.000 (dcc)(b)
3 0.000 3 0.000 3 0.000 (e)(dcc)(g)
3 0.000 3 0.000 3 0.000 (h)(sc)(g)
3 0.000 3 0.000 3 0.000 (hz)(bg)
3 0.000 3 0.000 3 0.000 (hzc)(bg)
3 0.000 3 0.000 3 0.000 (hzc)(g)
3 0.000 3 0.000 3 0.000 (o)(d)(sc)(bg)
3 0.000 3 0.000 3 0.000 (o)(d)(t)(bg)
3 0.000 3 0.000 3 0.000 (o)(dcc)(b)
3 0.000 3 0.000 3 0.000 (o)(h)(s)(bg)
3 0.000 3 0.000 3 0.000 (o)(p)(sc)(bg)
3 0.000 3 0.000 3 0.000 (o)(p)(tc)(g)
3 0.000 3 0.000 3 0.000 (p)(sc)(bg)
3 0.000 3 0.000 3 0.000 (qo)(d)(ak)
3 0.000 3 0.000 3 0.000 (qo)(d)(ccc?)(g)
3 0.000 3 0.000 3 0.000 (qo)(d)(o)(6?)
3 0.000 3 0.000 3 0.000 (qo)(d)(o)(bg)
3 0.000 3 0.000 3 0.000 (qo)(h)(t)(g)
3 0.000 3 0.000 3 0.000 (qo)(p)(sc)(bg)
3 0.000 3 0.000 3 0.000 (qor)(am)
3 0.000 3 0.000 3 0.000 (r)(ak)
3 0.000 3 0.000 3 0.000 (s)(d)(g)
3 0.000 3 0.000 3 0.000 (s)(h)(oe)
3 0.000 3 0.000 3 0.000 (s)(oe)(bg)
3 0.000 3 0.000 3 0.000 (sc)(dzc)(g)
3 0.000 3 0.000 3 0.000 (t)(ak)
3 0.000 3 0.000 3 0.000 (t)(dc)(bg)
3 0.000 3 0.000 3 0.000 (tc)(hc)(g)
0 0.000 0 0.000 2 0.000 (L?)
0 0.000 1 0.000 2 0.000 (o)(*?)
0 0.000 2 0.000 0 0.000 (b)(an)(bg)
0 0.000 2 0.000 0 0.000 (d)(ar)(ae)
0 0.000 2 0.000 0 0.000 (o)(M?)(tcc)(g)
0 0.000 2 0.000 0 0.000 (o)(d)(ar)(ae)
0 0.000 2 0.000 0 0.000 (o)(hc)(bg)(bg)
0 0.000 2 0.000 0 0.000 (qo)(d)(am)(bg)
0 0.000 2 0.000 0 0.000 (qo)(d)(an)(scc)(bg)
0 0.000 2 0.000 0 0.000 (qo)(d)(an)(scc)(g)
0 0.000 2 0.000 0 0.000 (qo)(d)(an)(tcc)(d)(g)
0 0.000 2 0.000 0 0.000 (qo)(d)(an)(tcc)(g)
0 0.000 2 0.000 0 0.000 (qo)(dcc)(bg)(bg)
0 0.000 2 0.000 0 0.000 (sc)(bg)(bg)
0 0.000 2 0.000 0 0.000 (t)(bg)(bg)
0 0.000 2 0.000 0 0.000 (tc)(bg)(bg)
0 0.000 2 0.000 0 0.000 (tc)(or)(scc)(bg)
0 0.000 2 0.000 1 0.000 (b)(ar)(ae)
0 0.000 2 0.000 1 0.000 (d)(ae)(bg)
0 0.000 2 0.000 2 0.000 (dc)(b)
0 0.000 2 0.000 2 0.000 (dc)(oe)
0 0.000 2 0.000 2 0.000 (dc)(sc)(g)
0 0.000 2 0.000 2 0.000 (h)(t)(b)
0 0.000 2 0.000 2 0.000 (o)(I?)(r)
0 0.000 2 0.000 2 0.000 (o)(IIL?)
0 0.000 2 0.000 2 0.000 (o)(p)(t)(oe)
0 0.000 2 0.000 2 0.000 (p)(g)
0 0.000 2 0.000 2 0.000 (p)(t)(g)
0 0.000 2 0.000 2 0.000 (sc)(*?)
0 0.000 2 0.000 2 0.000 (t)(b)
0 0.000 2 0.000 2 0.000 (t)(o)(g)
1 0.000 0 0.000 2 0.000 (scc)(b)
1 0.000 1 0.000 2 0.000 (d)(o)(I?)(e)
1 0.000 1 0.000 2 0.000 (s)(b)(ae)
1 0.000 1 0.000 2 0.000 (t)(d)(ae)
1 0.000 2 0.000 1 0.000 (b)(ae)(scc)(bg)
1 0.000 2 0.000 1 0.000 (b)(ar)(bg)
1 0.000 2 0.000 1 0.000 (g)(tcc)(bg)
1 0.000 2 0.000 1 0.000 (o)(d)(ae)(bg)
1 0.000 2 0.000 1 0.000 (or)(scc)(bg)
1 0.000 2 0.000 1 0.000 (qo)(d)(an)(bg)
1 0.000 2 0.000 1 0.000 (qo)(dc)(bg)(bg)
1 0.000 2 0.000 1 0.000 (qo)(h)(ar)(bg)
1 0.000 2 0.000 1 0.000 (qoe)(bg)
1 0.000 2 0.000 1 0.000 (qor)(an)
1 0.000 2 0.000 1 0.000 (r)(sc)(g)
1 0.000 2 0.000 1 0.000 (r)(tcc)(g)
1 0.000 2 0.000 1 0.000 (z)(ar)(ae)
1 0.000 2 0.000 2 0.000 (b)(ae)(ar)
1 0.000 2 0.000 2 0.000 (b)(s)(oe)
1 0.000 2 0.000 2 0.000 (b)(t)(g)
1 0.000 2 0.000 2 0.000 (d)(s)(bg)
1 0.000 2 0.000 2 0.000 (d)(sc)(bg)
1 0.000 2 0.000 2 0.000 (d)(sc)(oe)
1 0.000 2 0.000 2 0.000 (dcc)(oe)
1 0.000 2 0.000 2 0.000 (e)(tc)(b)(ar)
1 0.000 2 0.000 2 0.000 (h)(t)(ae)
1 0.000 2 0.000 2 0.000 (h)(t)(g)
1 0.000 2 0.000 2 0.000 (o)(b)(ar)
1 0.000 2 0.000 2 0.000 (o)(cc?)(bg)
1 0.000 2 0.000 2 0.000 (o)(cc?)(g)
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1 0.000 2 0.000 2 0.000 (o)(d)(o)(bg)
1 0.000 2 0.000 2 0.000 (o)(d)(oe)(bg)
1 0.000 2 0.000 2 0.000 (o)(dc)(b)(ae)
1 0.000 2 0.000 2 0.000 (o)(dzc)(g)
1 0.000 2 0.000 2 0.000 (o)(h)(oe)(bg)
1 0.000 2 0.000 2 0.000 (o)(hc)(b)
1 0.000 2 0.000 2 0.000 (o)(hz)(g)
1 0.000 2 0.000 2 0.000 (o)(p)(oe)
1 0.000 2 0.000 2 0.000 (p)(s)(oe)
1 0.000 2 0.000 2 0.000 (p)(t)(oe)
1 0.000 2 0.000 2 0.000 (qo)(dc)(oe)
1 0.000 2 0.000 2 0.000 (qo)(hcc)(z)
1 0.000 2 0.000 2 0.000 (qo)(p)(oe)
1 0.000 2 0.000 2 0.000 (s)(h)(g)
1 0.000 2 0.000 2 0.000 (t)(d)(ar)
1 0.000 2 0.000 2 0.000 (t)(hc)(bg)
1 0.000 2 0.000 2 0.000 (tc)(b)(tc)(g)
2 0.000 0 0.000 0 0.000 (ae)(tc)(g)
2 0.000 0 0.000 0 0.000 (am)(g)
2 0.000 0 0.000 0 0.000 (ar)(oe)
2 0.000 0 0.000 0 0.000 (b)(ae)(o)
2 0.000 0 0.000 0 0.000 (b)(ae)(t)(bg)
2 0.000 0 0.000 0 0.000 (b)(an)(oe)
2 0.000 0 0.000 0 0.000 (b)(e)(sc)(bg)
2 0.000 0 0.000 0 0.000 (b)(oe)(sc)(bg)
2 0.000 0 0.000 0 0.000 (bg)(dcc)(bg)
2 0.000 0 0.000 0 0.000 (e)(b)(oe)
2 0.000 0 0.000 0 0.000 (e)(d)(tc)(bg)
2 0.000 0 0.000 0 0.000 (e)(z)
2 0.000 0 0.000 0 0.000 (g)(d)(am)
2 0.000 0 0.000 0 0.000 (g)(h)(ae)
2 0.000 0 0.000 0 0.000 (g)(h)(am)
2 0.000 0 0.000 0 0.000 (g)(h)(an)
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2 0.000 0 0.000 0 0.000 (o)(d)(ae)(oe)
2 0.000 0 0.000 0 0.000 (o)(d)(an)(g)
2 0.000 0 0.000 0 0.000 (o)(h)(ae)(or)
2 0.000 0 0.000 0 0.000 (o)(h)(ae)(sc)(bg)
2 0.000 0 0.000 0 0.000 (o)(p)(t)(oe)(or)
2 0.000 0 0.000 0 0.000 (oe)(d)(air?)
2 0.000 0 0.000 0 0.000 (oe)(d)(ak)
2 0.000 0 0.000 0 0.000 (oe)(d)(ccc?)(g)
2 0.000 0 0.000 0 0.000 (oe)(d)(oe)
2 0.000 0 0.000 0 0.000 (oe)(e)(t)(g)
2 0.000 0 0.000 0 0.000 (oe)(f)(tc)(bg)
2 0.000 0 0.000 0 0.000 (oe)(h)(sc)(bg)
2 0.000 0 0.000 0 0.000 (oe)(hcc)(bg)
2 0.000 0 0.000 0 0.000 (oe)(o)(M?)
2 0.000 0 0.000 0 0.000 (oe)(o)(d)(g)
2 0.000 0 0.000 0 0.000 (oe)(p)(tc)(bg)
2 0.000 0 0.000 0 0.000 (oe)(sc)(b)
2 0.000 0 0.000 0 0.000 (oe)(sc)(oe)
2 0.000 0 0.000 0 0.000 (oe)(t)(hz)(g)
2 0.000 0 0.000 0 0.000 (oe)(tc)(oe)
2 0.000 0 0.000 0 0.000 (oe)(z)
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2 0.000 0 0.000 0 0.000 (or)(sc)(bg)
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2 0.000 0 0.000 0 0.000 (p)(oe)(tc)(bg)
2 0.000 0 0.000 0 0.000 (qo)(d)(ae)(oe)
2 0.000 0 0.000 0 0.000 (qo)(d)(oe)(tc)(bg)
2 0.000 0 0.000 0 0.000 (qo)(h)(ae)(tc)(bg)
2 0.000 0 0.000 0 0.000 (qo)(h)(an)(oe)
2 0.000 0 0.000 0 0.000 (r)(g)
2 0.000 0 0.000 0 0.000 (r)(or)(oe)
2 0.000 0 0.000 0 0.000 (sc)(g)(d)(g)
2 0.000 0 0.000 0 0.000 (sc)(oe)(oe)
2 0.000 0 0.000 0 0.000 (tc)(ae)(g)
2 0.000 0 0.000 0 0.000 (tc)(b)(oe)
2 0.000 0 0.000 0 0.000 (tc)(g)(h)(ae)
2 0.000 0 0.000 0 0.000 (tc)(oe)(d)(an)
2 0.000 0 0.000 0 0.000 (tc)(oe)(tc)(g)
2 0.000 0 0.000 0 0.000 (z)(ae)(tc)(bg)
2 0.000 0 0.000 0 0.000 (z)(oe)(d)(an)
2 0.000 0 0.000 0 0.000 (z)(oe)(dc)(bg)
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2 0.000 0 0.000 2 0.000 (o)(h)
2 0.000 0 0.000 2 0.000 (qo)(h)(*?)
2 0.000 0 0.000 2 0.000 (r)(tc)(z)
2 0.000 0 0.000 2 0.000 (s)
2 0.000 0 0.000 2 0.000 (tcc)(ae)
2 0.000 0 0.000 2 0.000 (tcc)(dc)(g)
2 0.000 0 0.000 2 0.000 (tcc)(h)(g)
2 0.000 1 0.000 2 0.000 (cc?)(ar)
2 0.000 1 0.000 2 0.000 (e)(sc)(b)
2 0.000 1 0.000 2 0.000 (o)(d)(air?)
2 0.000 1 0.000 2 0.000 (p)(or)
2 0.000 1 0.000 2 0.000 (qo)(d)(o)(I?)(e)
2 0.000 1 0.000 2 0.000 (qo)(h)(t)(bg)
2 0.000 1 0.000 2 0.000 (qo)(h)(tc)(g)
2 0.000 1 0.000 2 0.000 (sc)(dc)(g)
2 0.000 1 0.000 2 0.000 (sc)(dz)(ae)
2 0.000 1 0.000 2 0.000 (t)(pz)(g)
2 0.000 1 0.000 2 0.000 (tc)(h)(an)
2 0.000 2 0.000 2 0.000 (4?)(cc?)(bg)
2 0.000 2 0.000 2 0.000 (b)(c?)(bg)
2 0.000 2 0.000 2 0.000 (b)(dc)(bg)
2 0.000 2 0.000 2 0.000 (b)(dcc)(g)
2 0.000 2 0.000 2 0.000 (b)(s)(bg)
2 0.000 2 0.000 2 0.000 (b)(sc)(oe)
2 0.000 2 0.000 2 0.000 (b)(scc)(bg)
2 0.000 2 0.000 2 0.000 (b)(scc)(g)
2 0.000 2 0.000 2 0.000 (b)(t)(oe)
2 0.000 2 0.000 2 0.000 (b)(tc)(g)
2 0.000 2 0.000 2 0.000 (d)(ccc?)(bg)
2 0.000 2 0.000 2 0.000 (e)(ak)
2 0.000 2 0.000 2 0.000 (e)(am)
2 0.000 2 0.000 2 0.000 (e)(hc)(bg)
2 0.000 2 0.000 2 0.000 (e)(hcc)(bg)
2 0.000 2 0.000 2 0.000 (e)(sc)(dz)(g)
2 0.000 2 0.000 2 0.000 (e)(sc)(h)(g)
2 0.000 2 0.000 2 0.000 (h)(tc)(oe)
2 0.000 2 0.000 2 0.000 (hcc)(oe)
2 0.000 2 0.000 2 0.000 (hz)(ae)
2 0.000 2 0.000 2 0.000 (hz)(or)
2 0.000 2 0.000 2 0.000 (o)(d)(ccc?)(bg)
2 0.000 2 0.000 2 0.000 (o)(d)(o)(g)
2 0.000 2 0.000 2 0.000 (o)(d)(or)
2 0.000 2 0.000 2 0.000 (o)(d)(t)(g)
2 0.000 2 0.000 2 0.000 (o)(d)(tc)(bg)
2 0.000 2 0.000 2 0.000 (o)(dc)(s)(g)
2 0.000 2 0.000 2 0.000 (o)(f)(tc)(bg)
2 0.000 2 0.000 2 0.000 (o)(h)(sc)(g)
2 0.000 2 0.000 2 0.000 (o)(h)(t)(g)
2 0.000 2 0.000 2 0.000 (o)(hc)(b)(ar)
2 0.000 2 0.000 2 0.000 (o)(hzc)(g)
2 0.000 2 0.000 2 0.000 (o)(p)(ar)
2 0.000 2 0.000 2 0.000 (o)(p)(g)
2 0.000 2 0.000 2 0.000 (o)(p)(tcc)(g)
2 0.000 2 0.000 2 0.000 (p)(ar)
2 0.000 2 0.000 2 0.000 (p)(sc)(oe)(bg)
2 0.000 2 0.000 2 0.000 (p)(t)(or)
2 0.000 2 0.000 2 0.000 (pzc)(g)
2 0.000 2 0.000 2 0.000 (qo)(ccc?)(bg)
2 0.000 2 0.000 2 0.000 (qo)(d)(air?)
2 0.000 2 0.000 2 0.000 (qo)(d)(ccc?)(bg)
2 0.000 2 0.000 2 0.000 (qo)(d)(o)(g)
2 0.000 2 0.000 2 0.000 (qo)(dc)(b)(ar)
2 0.000 2 0.000 2 0.000 (qo)(dc)(o)(g)
2 0.000 2 0.000 2 0.000 (qo)(dc)(tc)(bg)
2 0.000 2 0.000 2 0.000 (qo)(h)(sc)(bg)
2 0.000 2 0.000 2 0.000 (qo)(hc)(b)(ar)
2 0.000 2 0.000 2 0.000 (qo)(hcc)(b)
2 0.000 2 0.000 2 0.000 (qoe)(ae)
2 0.000 2 0.000 2 0.000 (r)(scc)(bg)
2 0.000 2 0.000 2 0.000 (r)(tc)(d)(g)
2 0.000 2 0.000 2 0.000 (s)(e)
2 0.000 2 0.000 2 0.000 (sc)(d)(am)
2 0.000 2 0.000 2 0.000 (sc)(dc)(bg)
2 0.000 2 0.000 2 0.000 (sc)(dz)(bg)
2 0.000 2 0.000 2 0.000 (sc)(o)(d)(g)
2 0.000 2 0.000 2 0.000 (sc)(oe)(bg)
2 0.000 2 0.000 2 0.000 (sc)(p)(t)(g)
2 0.000 2 0.000 2 0.000 (sc)(pz)(g)
2 0.000 2 0.000 2 0.000 (t)(h)(g)
2 0.000 2 0.000 2 0.000 (t)(hzc)(bg)
2 0.000 2 0.000 2 0.000 (t)(pz)(bg)
2 0.000 2 0.000 2 0.000 (t)(pzc)(g)
2 0.000 2 0.000 2 0.000 (tc)(b)(ae)
2 0.000 2 0.000 2 0.000 (tc)(d)(ar)
2 0.000 2 0.000 2 0.000 (tc)(hc)(bg)
2 0.000 2 0.000 2 0.000 (tc)(hzc)(g)
2 0.000 2 0.000 2 0.000 (z)(sc)(g)
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0 0.000 0 0.000 1 0.000 (an)(ae)
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0 0.000 0 0.000 1 0.000 (dcc)
0 0.000 0 0.000 1 0.000 (e)(sc)
0 0.000 0 0.000 1 0.000 (e)(tc)(z)
0 0.000 0 0.000 1 0.000 (h)
0 0.000 0 0.000 1 0.000 (h)(e)
0 0.000 0 0.000 1 0.000 (h)(s)(b)(c?)(g)
0 0.000 0 0.000 1 0.000 (o)(ae)
0 0.000 0 0.000 1 0.000 (o)(c?)
0 0.000 0 0.000 1 0.000 (p)
0 0.000 0 0.000 1 0.000 (t)(or)
0 0.000 0 0.000 1 0.000 (tc)(*N?)
0 0.000 1 0.000 0 0.000 (**M?)(tcc)(h)(g)(bg)
0 0.000 1 0.000 0 0.000 (4?)(cc?)(b)(ar)(an)(ae)
0 0.000 1 0.000 0 0.000 (4?)(d)(an)(scc)(h)(g)
0 0.000 1 0.000 0 0.000 (4?)(d)(ccc?)(g)
0 0.000 1 0.000 0 0.000 (4?)(h)(ae)
0 0.000 1 0.000 0 0.000 (4?)(hz)(cc?)(b)(s)(bg)
0 0.000 1 0.000 0 0.000 (4?)(qo)(hc)(b)(sc)(bg)
0 0.000 1 0.000 0 0.000 (b)(ae)(am)(scc)(d)(g)
0 0.000 1 0.000 0 0.000 (b)(ae)(tcc)(g)
0 0.000 1 0.000 0 0.000 (b)(air?)(ak)
0 0.000 1 0.000 0 0.000 (b)(am)(bg)
0 0.000 1 0.000 0 0.000 (b)(am)(scc)(dc)(g)
0 0.000 1 0.000 0 0.000 (b)(am)(tcc)(bg)
0 0.000 1 0.000 0 0.000 (b)(am)(tcc)(hzc)(g)
0 0.000 1 0.000 0 0.000 (b)(an)(ae)
0 0.000 1 0.000 0 0.000 (b)(an)(ar)
0 0.000 1 0.000 0 0.000 (b)(an)(scc)(bg)
0 0.000 1 0.000 0 0.000 (b)(an)(scc)(d)(g)
0 0.000 1 0.000 0 0.000 (b)(ar)(am)
0 0.000 1 0.000 0 0.000 (b)(s)(am)
0 0.000 1 0.000 0 0.000 (b)(sc)(bg)(scc)(bg)
0 0.000 1 0.000 0 0.000 (b)(t)(bg)(bg)
0 0.000 1 0.000 0 0.000 (b)(tcc)(oe)(tcc)(bg)
0 0.000 1 0.000 0 0.000 (cc?)(b)(ar)(bg)
0 0.000 1 0.000 0 0.000 (d)(I?)(r)(tc)(g)
0 0.000 1 0.000 0 0.000 (d)(II?)(r)(tc)(bg)
0 0.000 1 0.000 0 0.000 (d)(air?)(scc)(d)(g)
0 0.000 1 0.000 0 0.000 (d)(am)(bg)
0 0.000 1 0.000 0 0.000 (d)(an)(ae)
0 0.000 1 0.000 0 0.000 (d)(an)(scc)(d)(g)
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0 0.000 1 0.000 0 0.000 (d)(ar)(scc)(bg)
0 0.000 1 0.000 0 0.000 (d)(ar)(tcc)(g)
0 0.000 1 0.000 0 0.000 (d)(o)(I?)(e)(s)(g)
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0 0.000 1 0.000 0 0.000 (d)(oe)(scc)(g)
0 0.000 1 0.000 0 0.000 (d)(or)(scc)(p)(tc)(bg)
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0 0.000 1 0.000 0 0.000 (d)(tc)(bg)(am)
0 0.000 1 0.000 0 0.000 (d)(tc)(or)(an)
0 0.000 1 0.000 0 0.000 (dc)(g)(bg)
0 0.000 1 0.000 0 0.000 (dcc)(bg)(ae)
0 0.000 1 0.000 0 0.000 (dcc)(bg)(bg)
0 0.000 1 0.000 0 0.000 (dcc)(bg)(scc)(d)(g)
0 0.000 1 0.000 0 0.000 (dcc)(g)(scc)(g)
0 0.000 1 0.000 0 0.000 (e)(ar)(am)
0 0.000 1 0.000 0 0.000 (e)(c?)(qo)(dz)(oe)
0 0.000 1 0.000 0 0.000 (e)(dcc)(b)(s)(dzc)(g)
0 0.000 1 0.000 0 0.000 (e)(r)(II?)(e)
0 0.000 1 0.000 0 0.000 (e)(r)(ae)
0 0.000 1 0.000 0 0.000 (e)(r)(tc)(g)
0 0.000 1 0.000 0 0.000 (e)(s)(b)(am)
0 0.000 1 0.000 0 0.000 (e)(s)(o)(qo)(dc)(g)
0 0.000 1 0.000 0 0.000 (e)(sc)(b)(am)
0 0.000 1 0.000 0 0.000 (e)(sc)(b)(t)(p)(scc)(bg)
0 0.000 1 0.000 0 0.000 (e)(sc)(dc)(g)
0 0.000 1 0.000 0 0.000 (e)(scc)(z)(am)(tcc)(z)
0 0.000 1 0.000 0 0.000 (e)(t)(or)(am)
0 0.000 1 0.000 0 0.000 (e)(t)(or)(tcc)(g)
0 0.000 1 0.000 0 0.000 (e)(t)(s)(o)(d)(an)
0 0.000 1 0.000 0 0.000 (e)(t)(z)(sc)(g)
0 0.000 1 0.000 0 0.000 (e)(tc)(bg)(ae)
0 0.000 1 0.000 0 0.000 (e)(tc)(dz)(g)(scc)(g)
0 0.000 1 0.000 0 0.000 (e)(tc)(g)(tcc)(g)
0 0.000 1 0.000 0 0.000 (e)(tc)(z)(ae)
0 0.000 1 0.000 0 0.000 (f)(tc)(bg)(6?)
0 0.000 1 0.000 0 0.000 (g)(am)
0 0.000 1 0.000 0 0.000 (g)(scc)(r)(am)
0 0.000 1 0.000 0 0.000 (g)(tcc)(r)(am)
0 0.000 1 0.000 0 0.000 (g)(tcc)(z)(ae)
0 0.000 1 0.000 0 0.000 (h)(ae)(bg)
0 0.000 1 0.000 0 0.000 (h)(ae)(bg)(bg)
0 0.000 1 0.000 0 0.000 (h)(an)(scc)(g)
0 0.000 1 0.000 0 0.000 (h)(e)(sc)(g)
0 0.000 1 0.000 0 0.000 (h)(oe)(scc)(bg)
0 0.000 1 0.000 0 0.000 (h)(s)(b)(c?)(g)(scc)(p)(sc)(g)
0 0.000 1 0.000 0 0.000 (h)(t)(bg)(ar)(ae)
0 0.000 1 0.000 0 0.000 (h)(t)(o)(z)(scc)(g)
0 0.000 1 0.000 0 0.000 (h)(tc)(b)(ar)(ae)(an)
0 0.000 1 0.000 0 0.000 (hc)(e)(tc)(oe)
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0 0.000 1 0.000 0 0.000 (o)(*?)(tc)(ar)
0 0.000 1 0.000 0 0.000 (o)(M?)(scc)(bg)
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0 0.000 1 0.000 0 0.000 (o)(ae)(tcc)(am)
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0 0.000 1 0.000 0 0.000 (o)(c?)(r)
0 0.000 1 0.000 0 0.000 (o)(d)(ae)(scc)(bg)
0 0.000 1 0.000 0 0.000 (o)(d)(air?)(scc)(bg)
0 0.000 1 0.000 0 0.000 (o)(d)(am)(ae)(ae)(bg)
0 0.000 1 0.000 0 0.000 (o)(d)(am)(ar)(an)
0 0.000 1 0.000 0 0.000 (o)(d)(am)(bg)
0 0.000 1 0.000 0 0.000 (o)(d)(am)(scc)(oe)
0 0.000 1 0.000 0 0.000 (o)(d)(am)(tcc)(c?)(g)
0 0.000 1 0.000 0 0.000 (o)(d)(an)(tcc)(bg)
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0 0.000 1 0.000 0 0.000 (o)(d)(oe)(scc)(oe)
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0 0.000 1 0.000 0 0.000 (o)(dc)(bg)(bg)
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0 0.000 1 0.000 0 0.000 (o)(dcc)(ae)(ak)
0 0.000 1 0.000 0 0.000 (o)(dcc)(bg)(scc)(h)(g)
0 0.000 1 0.000 0 0.000 (o)(dcc)(or)(tcc)(g)
0 0.000 1 0.000 0 0.000 (o)(dcc)(r)(ae)(ae)
0 0.000 1 0.000 0 0.000 (o)(dcc)(z)(ae)
0 0.000 1 0.000 0 0.000 (o)(h)(II?)(r)(*?)
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0 0.000 1 0.000 0 0.000 (o)(h)(am)(scc)(h)(g)
0 0.000 1 0.000 0 0.000 (o)(h)(an)(tcc)(d)(g)(bg)
0 0.000 1 0.000 0 0.000 (o)(h)(ar)(ae)
0 0.000 1 0.000 0 0.000 (o)(h)(ar)(tcc)(bg)
0 0.000 1 0.000 0 0.000 (o)(hc)(bg)(scc)(bg)
0 0.000 1 0.000 0 0.000 (o)(hc)(bg)(tcc)(g)
0 0.000 1 0.000 0 0.000 (o)(o)(M?)
0 0.000 1 0.000 0 0.000 (o)(o)(b)(tcc)(bg)
0 0.000 1 0.000 0 0.000 (o)(oe)
0 0.000 1 0.000 0 0.000 (o)(oe)(scc)(g)
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0 0.000 1 0.000 0 0.000 (o)(tc)(an)(tcc)(bg)
0 0.000 1 0.000 0 0.000 (o)(tc)(d)(g)
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0 0.000 1 0.000 0 0.000 (oe)(ak)
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0 0.000 1 0.000 0 0.000 (qo)(b)(an)(tcc)(d)(g)
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0 0.000 1 0.000 0 0.000 (qo)(d)(M?)(tcc)(g)
0 0.000 1 0.000 0 0.000 (qo)(d)(ae)(bg)(I?)(e)
0 0.000 1 0.000 0 0.000 (qo)(d)(ae)(bg)(K?)
0 0.000 1 0.000 0 0.000 (qo)(d)(ae)(scc)(bg)
0 0.000 1 0.000 0 0.000 (qo)(d)(ae)(tcc)(h)(g)
0 0.000 1 0.000 0 0.000 (qo)(d)(ae)(tcc)(z)
0 0.000 1 0.000 0 0.000 (qo)(d)(am)(scc)(bg)
0 0.000 1 0.000 0 0.000 (qo)(d)(am)(scc)(h)(g)
0 0.000 1 0.000 0 0.000 (qo)(d)(am)(tcc)(ae)
0 0.000 1 0.000 0 0.000 (qo)(d)(am)(tcc)(bg)
0 0.000 1 0.000 0 0.000 (qo)(d)(am)(tcc)(d)(g)
0 0.000 1 0.000 0 0.000 (qo)(d)(am)(tcc)(dc)(g)
0 0.000 1 0.000 0 0.000 (qo)(d)(an)(ar)
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0 0.000 1 0.000 0 0.000 (qo)(d)(an)(tcc)(bg)
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1 0.000 0 0.000 0 0.000 (r)(o)(6?)
1 0.000 0 0.000 0 0.000 (r)(o)(N?)
1 0.000 0 0.000 0 0.000 (r)(o)(h)(an)
1 0.000 0 0.000 0 0.000 (r)(o)(hz)(g)
1 0.000 0 0.000 0 0.000 (r)(oe)(g)
1 0.000 0 0.000 0 0.000 (r)(oe)(h)(an)
1 0.000 0 0.000 0 0.000 (r)(oe)(sc)(bg)
1 0.000 0 0.000 0 0.000 (r)(oe)(tc)(g)
1 0.000 0 0.000 0 0.000 (r)(or)(ar)(oe)
1 0.000 0 0.000 0 0.000 (r)(tc)(ae)(b)
1 0.000 0 0.000 0 0.000 (s)(ae)(d)(an)
1 0.000 0 0.000 0 0.000 (s)(dz)(g)(e)(tc)(g)
1 0.000 0 0.000 0 0.000 (s)(g)(d)(oe)
1 0.000 0 0.000 0 0.000 (s)(g)(d)(tc)(bg)
1 0.000 0 0.000 0 0.000 (s)(hzc)(g)(e)
1 0.000 0 0.000 0 0.000 (s)(oe)(d)(ae)
1 0.000 0 0.000 0 0.000 (s)(oe)(dcc)(g)
1 0.000 0 0.000 0 0.000 (sc)(L?)(e)
1 0.000 0 0.000 0 0.000 (sc)(ae)(r)
1 0.000 0 0.000 0 0.000 (sc)(ar)(oe)(g)
1 0.000 0 0.000 0 0.000 (sc)(b)(dc)(oe)(g)
1 0.000 0 0.000 0 0.000 (sc)(b)(e)
1 0.000 0 0.000 0 0.000 (sc)(b)(oe)
1 0.000 0 0.000 0 0.000 (sc)(b)(z)
1 0.000 0 0.000 0 0.000 (sc)(bg)(d)(tc)(bg)
1 0.000 0 0.000 0 0.000 (sc)(bg)(hc)(bg)
1 0.000 0 0.000 0 0.000 (sc)(g)(d)(am)
1 0.000 0 0.000 0 0.000 (sc)(g)(d)(ar)
1 0.000 0 0.000 0 0.000 (sc)(g)(dcc)(bg)
1 0.000 0 0.000 0 0.000 (sc)(g)(h)(t)(bg)
1 0.000 0 0.000 0 0.000 (sc)(g)(r)
1 0.000 0 0.000 0 0.000 (sc)(oe)(d)(an)
1 0.000 0 0.000 0 0.000 (sc)(oe)(o)
1 0.000 0 0.000 0 0.000 (sc)(or)(oe)(d)(t)(bg)
1 0.000 0 0.000 0 0.000 (scc)(b)(e)
1 0.000 0 0.000 0 0.000 (scc)(g)(b)(o)(*?)
1 0.000 0 0.000 0 0.000 (t)(ae)(g)
1 0.000 0 0.000 0 0.000 (t)(ae)(oe)(g)
1 0.000 0 0.000 0 0.000 (t)(ar)(g)
1 0.000 0 0.000 0 0.000 (t)(ar)(or)
1 0.000 0 0.000 0 0.000 (t)(b)(oe)
1 0.000 0 0.000 0 0.000 (t)(d)(ar)(oe)
1 0.000 0 0.000 0 0.000 (t)(e)(b)(am)
1 0.000 0 0.000 0 0.000 (t)(e)(z)
1 0.000 0 0.000 0 0.000 (t)(g)(hcc)(g)
1 0.000 0 0.000 0 0.000 (t)(o)(g)(tc)(bg)
1 0.000 0 0.000 0 0.000 (t)(oe)(d)(ccc?)(g)
1 0.000 0 0.000 0 0.000 (t)(oe)(g)
1 0.000 0 0.000 0 0.000 (t)(oe)(o)
1 0.000 0 0.000 0 0.000 (t)(oe)(or)
1 0.000 0 0.000 0 0.000 (t)(oe)(t)(g)
1 0.000 0 0.000 0 0.000 (t)(oe)(tc)(g)
1 0.000 0 0.000 0 0.000 (t)(or)(sc)(bg)
1 0.000 0 0.000 0 0.000 (tc)(ae)(or)
1 0.000 0 0.000 0 0.000 (tc)(ae)(r)(or)
1 0.000 0 0.000 0 0.000 (tc)(b)(or)
1 0.000 0 0.000 0 0.000 (tc)(bg)(d)(ar)
1 0.000 0 0.000 0 0.000 (tc)(bg)(d)(g)
1 0.000 0 0.000 0 0.000 (tc)(bg)(e)
1 0.000 0 0.000 0 0.000 (tc)(bg)(h)(t)(b)
1 0.000 0 0.000 0 0.000 (tc)(bg)(or)
1 0.000 0 0.000 0 0.000 (tc)(bg)(qo)(h)(g)
1 0.000 0 0.000 0 0.000 (tc)(bg)(r)
1 0.000 0 0.000 0 0.000 (tc)(g)(d)(an)
1 0.000 0 0.000 0 0.000 (tc)(g)(d)(g)
1 0.000 0 0.000 0 0.000 (tc)(g)(e)
1 0.000 0 0.000 0 0.000 (tc)(g)(qo)(h)(am)
1 0.000 0 0.000 0 0.000 (tc)(g)(z)(t)(g)
1 0.000 0 0.000 0 0.000 (tc)(h)(g)(r)(g)
1 0.000 0 0.000 0 0.000 (tc)(oe)(d)(am)
1 0.000 0 0.000 0 0.000 (tc)(oe)(g)
1 0.000 0 0.000 0 0.000 (tc)(oe)(g)(hc)(bg)
1 0.000 0 0.000 0 0.000 (tc)(oe)(h)(an)(z)(g)
1 0.000 0 0.000 0 0.000 (tc)(oe)(o)(ae)
1 0.000 0 0.000 0 0.000 (tc)(oe)(t)(bg)
1 0.000 0 0.000 0 0.000 (tc)(or)(oe)(b)
1 0.000 0 0.000 0 0.000 (tc)(z)(g)
1 0.000 0 0.000 0 0.000 (z)(ae)(dcc)(g)
1 0.000 0 0.000 0 0.000 (z)(ae)(g)
1 0.000 0 0.000 0 0.000 (z)(ae)(hc)(bg)
1 0.000 0 0.000 0 0.000 (z)(ae)(s)(hz)(bg)
1 0.000 0 0.000 0 0.000 (z)(ae)(t)(hc)(bg)(h)(ar)
1 0.000 0 0.000 0 0.000 (z)(ae)(tc)(b)
1 0.000 0 0.000 0 0.000 (z)(ae)(tc)(oe)
1 0.000 0 0.000 0 0.000 (z)(an)(o)
1 0.000 0 0.000 0 0.000 (z)(an)(tc)(g)
1 0.000 0 0.000 0 0.000 (z)(ar)(oe)(scc)(bg)
1 0.000 0 0.000 0 0.000 (z)(ar)(oe)(t)(bg)
1 0.000 0 0.000 0 0.000 (z)(ar)(or)
1 0.000 0 0.000 0 0.000 (z)(ar)(tc)(g)
1 0.000 0 0.000 0 0.000 (z)(d)(ae)
1 0.000 0 0.000 0 0.000 (z)(d)(an)
1 0.000 0 0.000 0 0.000 (z)(d)(ar)
1 0.000 0 0.000 0 0.000 (z)(e)(z)
1 0.000 0 0.000 0 0.000 (z)(h)(oe)(p)(t)(g)
1 0.000 0 0.000 0 0.000 (z)(o)(II?)(r)(ae)
1 0.000 0 0.000 0 0.000 (z)(o)(IIL?)
1 0.000 0 0.000 0 0.000 (z)(o)(N?)
1 0.000 0 0.000 0 0.000 (z)(o)(b)(ar)
1 0.000 0 0.000 0 0.000 (z)(o)(d)
1 0.000 0 0.000 0 0.000 (z)(o)(d)(am)
1 0.000 0 0.000 0 0.000 (z)(o)(d)(oe)
1 0.000 0 0.000 0 0.000 (z)(o)(d)(tcc)(g)
1 0.000 0 0.000 0 0.000 (z)(o)(dzc)(g)
1 0.000 0 0.000 0 0.000 (z)(o)(f)(t)(ak)
1 0.000 0 0.000 0 0.000 (z)(o)(h)(an)
1 0.000 0 0.000 0 0.000 (z)(oe)(ar)(oe)
1 0.000 0 0.000 0 0.000 (z)(oe)(bg)
1 0.000 0 0.000 0 0.000 (z)(oe)(ccc?)(bg)
1 0.000 0 0.000 0 0.000 (z)(oe)(d)(am)
1 0.000 0 0.000 0 0.000 (z)(oe)(d)(g)
1 0.000 0 0.000 0 0.000 (z)(oe)(d)(t)(bg)
1 0.000 0 0.000 0 0.000 (z)(oe)(d)(tc)(bg)
1 0.000 0 0.000 0 0.000 (z)(oe)(dc)(g)
1 0.000 0 0.000 0 0.000 (z)(oe)(dc)(z)
1 0.000 0 0.000 0 0.000 (z)(oe)(g)
1 0.000 0 0.000 0 0.000 (z)(oe)(h)(e)
1 0.000 0 0.000 0 0.000 (z)(oe)(hc)(oe)
1 0.000 0 0.000 0 0.000 (z)(oe)(hcc)(bg)
1 0.000 0 0.000 0 0.000 (z)(oe)(or)
1 0.000 0 0.000 0 0.000 (z)(oe)(sc)(b)
1 0.000 0 0.000 0 0.000 (z)(oe)(sc)(oe)
1 0.000 0 0.000 0 0.000 (z)(oe)(t)(d)(ae)
1 0.000 0 0.000 0 0.000 (z)(oe)(t)(g)
1 0.000 0 0.000 0 0.000 (z)(oe)(tc)(oe)
1 0.000 0 0.000 0 0.000 (z)(oe)(tcc)(g)
1 0.000 0 0.000 0 0.000 (z)(or)(tc)(bg)
1 0.000 0 0.000 0 0.000 (z)(p)(t)(g)
1 0.000 0 0.000 0 0.000 (z)(s)(oe)(sc)(hz)(g)
1 0.000 0 0.000 1 0.000 (**M?)
1 0.000 0 0.000 1 0.000 (4?)(cc?)(b)(ar)
1 0.000 0 0.000 1 0.000 (4?)(hz)(cc?)(b)
1 0.000 0 0.000 1 0.000 (6?)
1 0.000 0 0.000 1 0.000 (ae)(ae)(bg)
1 0.000 0 0.000 1 0.000 (ae)(an)
1 0.000 0 0.000 1 0.000 (ae)(scc)(z)
1 0.000 0 0.000 1 0.000 (air?)
1 0.000 0 0.000 1 0.000 (ar)(ae)
1 0.000 0 0.000 1 0.000 (ar)(am)
1 0.000 0 0.000 1 0.000 (ar)(an)
1 0.000 0 0.000 1 0.000 (ar)(ar)
1 0.000 0 0.000 1 0.000 (b)(ae)(am)
1 0.000 0 0.000 1 0.000 (b)(tcc)(bg)
1 0.000 0 0.000 1 0.000 (b)(tcc)(oe)
1 0.000 0 0.000 1 0.000 (bg)(I?)(e)
1 0.000 0 0.000 1 0.000 (bg)(K?)
1 0.000 0 0.000 1 0.000 (c?)(an)
1 0.000 0 0.000 1 0.000 (cc?)(b)(ar)
1 0.000 0 0.000 1 0.000 (ccc?)(z)
1 0.000 0 0.000 1 0.000 (d)(I?)(r)
1 0.000 0 0.000 1 0.000 (d)(II?)(r)
1 0.000 0 0.000 1 0.000 (e)(c?)
1 0.000 0 0.000 1 0.000 (e)(dcc)(b)
1 0.000 0 0.000 1 0.000 (e)(s)
1 0.000 0 0.000 1 0.000 (e)(s)(o)
1 0.000 0 0.000 1 0.000 (e)(scc)(z)(am)
1 0.000 0 0.000 1 0.000 (e)(t)
1 0.000 0 0.000 1 0.000 (e)(t)(z)
1 0.000 0 0.000 1 0.000 (f)(t)(or)
1 0.000 0 0.000 1 0.000 (g)(scc)(r)
1 0.000 0 0.000 1 0.000 (g)(tcc)(z)
1 0.000 0 0.000 1 0.000 (h)(t)(o)(z)
1 0.000 0 0.000 1 0.000 (h)(tc)(b)(ar)
1 0.000 0 0.000 1 0.000 (hc)(e)
1 0.000 0 0.000 1 0.000 (hzc)(z)
1 0.000 0 0.000 1 0.000 (o)(b)(tc)(bg)
1 0.000 0 0.000 1 0.000 (o)(dc)(ar)
1 0.000 0 0.000 1 0.000 (o)(dcc)(ae)
1 0.000 0 0.000 1 0.000 (o)(dcc)(or)
1 0.000 0 0.000 1 0.000 (o)(dcc)(r)
1 0.000 0 0.000 1 0.000 (o)(dcc)(z)
1 0.000 0 0.000 1 0.000 (o)(h)(II?)(r)
1 0.000 0 0.000 1 0.000 (o)(qo)
1 0.000 0 0.000 1 0.000 (o)(qo)(f)(tc)(bg)
1 0.000 0 0.000 1 0.000 (o)(tc)(an)
1 0.000 0 0.000 1 0.000 (oe)(scc)
1 0.000 0 0.000 1 0.000 (qo)(b)
1 0.000 0 0.000 1 0.000 (qo)(b)(an)
1 0.000 0 0.000 1 0.000 (qo)(d)(M?)
1 0.000 0 0.000 1 0.000 (qo)(d)(e)(an)
1 0.000 0 0.000 1 0.000 (qo)(d)(e)(r)
1 0.000 0 0.000 1 0.000 (qo)(d)(o)(*?)
1 0.000 0 0.000 1 0.000 (qo)(d)(o)(p)
1 0.000 0 0.000 1 0.000 (qo)(dc)(s)
1 0.000 0 0.000 1 0.000 (qo)(dz)(oe)
1 0.000 0 0.000 1 0.000 (qo)(h)
1 0.000 0 0.000 1 0.000 (qo)(hc)(b)(sc)(bg)
1 0.000 0 0.000 1 0.000 (qo)(hc)(z)
1 0.000 0 0.000 1 0.000 (qo)(p)
1 0.000 0 0.000 1 0.000 (qo)(sc)(bg)
1 0.000 0 0.000 1 0.000 (qoe)(an)
1 0.000 0 0.000 1 0.000 (r)(II?)(e)
1 0.000 0 0.000 1 0.000 (r)(sc)(b)
1 0.000 0 0.000 1 0.000 (r)(t)(z)
1 0.000 0 0.000 1 0.000 (s)(am)
1 0.000 0 0.000 1 0.000 (s)(e)(tc)(r)
1 0.000 0 0.000 1 0.000 (s)(o)(d)(ae)
1 0.000 0 0.000 1 0.000 (s)(o)(d)(an)
1 0.000 0 0.000 1 0.000 (s)(o)(dz)(g)
1 0.000 0 0.000 1 0.000 (s)(r)
1 0.000 0 0.000 1 0.000 (sc)(4?)
1 0.000 0 0.000 1 0.000 (sc)(hc)(g)
1 0.000 0 0.000 1 0.000 (sc)(o)(4?)(ccc?)(g)
1 0.000 0 0.000 1 0.000 (scc)(ae)
1 0.000 0 0.000 1 0.000 (scc)(d)(t)(g)
1 0.000 0 0.000 1 0.000 (scc)(dc)(g)
1 0.000 0 0.000 1 0.000 (scc)(dcc)(g)
1 0.000 0 0.000 1 0.000 (scc)(dz)(g)
1 0.000 0 0.000 1 0.000 (scc)(hc)(g)
1 0.000 0 0.000 1 0.000 (scc)(hzc)(g)
1 0.000 0 0.000 1 0.000 (scc)(oe)(bg)
1 0.000 0 0.000 1 0.000 (scc)(p)(sc)(g)
1 0.000 0 0.000 1 0.000 (scc)(p)(tc)(bg)
1 0.000 0 0.000 1 0.000 (scc)(r)
1 0.000 0 0.000 1 0.000 (scc)(z)
1 0.000 0 0.000 1 0.000 (t)(d)(am)
1 0.000 0 0.000 1 0.000 (t)(dz)
1 0.000 0 0.000 1 0.000 (t)(dz)(or)
1 0.000 0 0.000 1 0.000 (t)(e)(r)
1 0.000 0 0.000 1 0.000 (t)(hz)
1 0.000 0 0.000 1 0.000 (t)(p)(scc)(bg)
1 0.000 0 0.000 1 0.000 (t)(pzc)(bg)
1 0.000 0 0.000 1 0.000 (t)(r)
1 0.000 0 0.000 1 0.000 (tc)
1 0.000 0 0.000 1 0.000 (tc)(d)
1 0.000 0 0.000 1 0.000 (tc)(dz)(o)
1 0.000 0 0.000 1 0.000 (tc)(o)(b)(r)
1 0.000 0 0.000 1 0.000 (tc)(o)(d)(an)
1 0.000 0 0.000 1 0.000 (tc)(p)
1 0.000 0 0.000 1 0.000 (tcc)
1 0.000 0 0.000 1 0.000 (tcc)(am)
1 0.000 0 0.000 1 0.000 (tcc)(b)(ar)
1 0.000 0 0.000 1 0.000 (tcc)(c?)(g)
1 0.000 0 0.000 1 0.000 (tcc)(c?)(h)(g)
1 0.000 0 0.000 1 0.000 (tcc)(f)
1 0.000 0 0.000 1 0.000 (tcc)(hzc)(g)
1 0.000 0 0.000 1 0.000 (tcc)(or)
1 0.000 0 0.000 1 0.000 (tcc)(r)
1 0.000 0 0.000 1 0.000 (z)(tcc)(z)
1 0.000 1 0.000 1 0.000 (*?)(an)
1 0.000 1 0.000 1 0.000 (*?)(c?)(bg)
1 0.000 1 0.000 1 0.000 (*?)(c?)(g)
1 0.000 1 0.000 1 0.000 (*?)(cc?)(g)
1 0.000 1 0.000 1 0.000 (*?)(sc)(g)
1 0.000 1 0.000 1 0.000 (*?)(tc)(bg)
1 0.000 1 0.000 1 0.000 (4?)(c?)(*?)(an)
1 0.000 1 0.000 1 0.000 (4?)(c?)(bg)
1 0.000 1 0.000 1 0.000 (4?)(c?)(g)
1 0.000 1 0.000 1 0.000 (4?)(cc?)(b)(cc?)(g)
1 0.000 1 0.000 1 0.000 (4?)(cc?)(g)
1 0.000 1 0.000 1 0.000 (4?)(ccc?)(bg)
1 0.000 1 0.000 1 0.000 (4?)(d)(ae)
1 0.000 1 0.000 1 0.000 (4?)(d)(oe)
1 0.000 1 0.000 1 0.000 (4?)(d)(or)
1 0.000 1 0.000 1 0.000 (4?)(dzc)(bg)
1 0.000 1 0.000 1 0.000 (4?)(f)(oe)
1 0.000 1 0.000 1 0.000 (4?)(hz)(g)
1 0.000 1 0.000 1 0.000 (4?)(hzc)(g)
1 0.000 1 0.000 1 0.000 (4?)(p)(tc)(bg)
1 0.000 1 0.000 1 0.000 (4?)(sc)(bg)
1 0.000 1 0.000 1 0.000 (4?)(z)(an)
1 0.000 1 0.000 1 0.000 (b)(ae)(ae)
1 0.000 1 0.000 1 0.000 (b)(an)(am)
1 0.000 1 0.000 1 0.000 (b)(ar)(ae)(bg)
1 0.000 1 0.000 1 0.000 (b)(ar)(tcc)(b)(ae)
1 0.000 1 0.000 1 0.000 (b)(cc?)(g)
1 0.000 1 0.000 1 0.000 (b)(ccc?)(bg)
1 0.000 1 0.000 1 0.000 (b)(hc)(g)
1 0.000 1 0.000 1 0.000 (b)(s)(or)
1 0.000 1 0.000 1 0.000 (b)(sc)(b)
1 0.000 1 0.000 1 0.000 (b)(sc)(dz)(g)
1 0.000 1 0.000 1 0.000 (b)(scc)(b)(ae)
1 0.000 1 0.000 1 0.000 (b)(scc)(z)
1 0.000 1 0.000 1 0.000 (b)(t)(dzc)(bg)
1 0.000 1 0.000 1 0.000 (b)(t)(o)(d)(oe)
1 0.000 1 0.000 1 0.000 (b)(t)(or)
1 0.000 1 0.000 1 0.000 (b)(tc)(o)(dc)(bg)
1 0.000 1 0.000 1 0.000 (b)(tcc)(g)
1 0.000 1 0.000 1 0.000 (c?)(*?)(dz)(g)(bg)
1 0.000 1 0.000 1 0.000 (c?)(d)(ae)
1 0.000 1 0.000 1 0.000 (c?)(dc)(bg)
1 0.000 1 0.000 1 0.000 (c?)(dz)(ae)
1 0.000 1 0.000 1 0.000 (c?)(e)(sc)(bg)
1 0.000 1 0.000 1 0.000 (c?)(f)(tc)(bg)
1 0.000 1 0.000 1 0.000 (c?)(h)(g)
1 0.000 1 0.000 1 0.000 (c?)(p)(t)(g)
1 0.000 1 0.000 1 0.000 (c?)(pzc)(g)
1 0.000 1 0.000 1 0.000 (c?)(z)(c?)(z)
1 0.000 1 0.000 1 0.000 (cc?)(*?)(bg)
1 0.000 1 0.000 1 0.000 (cc?)(z)(c?)(g)
1 0.000 1 0.000 1 0.000 (ccc?)(z)(ae)
1 0.000 1 0.000 1 0.000 (d)(*?)(s)(g)
1 0.000 1 0.000 1 0.000 (d)(t)(oe)
1 0.000 1 0.000 1 0.000 (dc)(t)(bg)
1 0.000 1 0.000 1 0.000 (dc)(tc)(g)
1 0.000 1 0.000 1 0.000 (dz)(an)
1 0.000 1 0.000 1 0.000 (dz)(bg)
1 0.000 1 0.000 1 0.000 (dz)(g)
1 0.000 1 0.000 1 0.000 (dz)(tc)(g)
1 0.000 1 0.000 1 0.000 (dzc)(bg)
1 0.000 1 0.000 1 0.000 (e)(an)
1 0.000 1 0.000 1 0.000 (e)(cc?)(bg)
1 0.000 1 0.000 1 0.000 (e)(dc)(b)(c?)(g)
1 0.000 1 0.000 1 0.000 (e)(dc)(g)
1 0.000 1 0.000 1 0.000 (e)(dc)(oe)(bg)
1 0.000 1 0.000 1 0.000 (e)(s)(dz)(g)
1 0.000 1 0.000 1 0.000 (e)(s)(e)
1 0.000 1 0.000 1 0.000 (e)(s)(hz)(g)
1 0.000 1 0.000 1 0.000 (e)(sc)(dzc)(bg)
1 0.000 1 0.000 1 0.000 (e)(sc)(oe)
1 0.000 1 0.000 1 0.000 (e)(scc)(h)(ae)
1 0.000 1 0.000 1 0.000 (e)(t)(ar)
1 0.000 1 0.000 1 0.000 (e)(t)(e)
1 0.000 1 0.000 1 0.000 (e)(t)(hz)(g)
1 0.000 1 0.000 1 0.000 (e)(t)(oe)
1 0.000 1 0.000 1 0.000 (e)(t)(p)(t)(bg)
1 0.000 1 0.000 1 0.000 (e)(t)(pzc)(bg)
1 0.000 1 0.000 1 0.000 (e)(tc)(ak)
1 0.000 1 0.000 1 0.000 (e)(tc)(ar)
1 0.000 1 0.000 1 0.000 (e)(tc)(b)(IIK?)
1 0.000 1 0.000 1 0.000 (e)(tc)(b)(ae)
1 0.000 1 0.000 1 0.000 (e)(tc)(dzc)(bg)
1 0.000 1 0.000 1 0.000 (e)(tc)(dzc)(g)
1 0.000 1 0.000 1 0.000 (e)(tcc)(or)
1 0.000 1 0.000 1 0.000 (e)(tcc)(z)
1 0.000 1 0.000 1 0.000 (fz)(cc?)(g)
1 0.000 1 0.000 1 0.000 (g)(ar)
1 0.000 1 0.000 1 0.000 (g)(scc)(bg)
1 0.000 1 0.000 1 0.000 (g)(tcc)(ar)
1 0.000 1 0.000 1 0.000 (h)(M?)
1 0.000 1 0.000 1 0.000 (h)(ar)(ae)
1 0.000 1 0.000 1 0.000 (h)(dcc)(bg)
1 0.000 1 0.000 1 0.000 (h)(o)(d)(oe)
1 0.000 1 0.000 1 0.000 (h)(o)(h)(oe)
1 0.000 1 0.000 1 0.000 (h)(o)(hzc)(g)
1 0.000 1 0.000 1 0.000 (h)(oe)(bg)
1 0.000 1 0.000 1 0.000 (h)(or)(an)
1 0.000 1 0.000 1 0.000 (h)(sc)(o)(dcc)(bg)
1 0.000 1 0.000 1 0.000 (h)(t)(ar)
1 0.000 1 0.000 1 0.000 (h)(t)(hz)(g)
1 0.000 1 0.000 1 0.000 (h)(tcc)(g)
1 0.000 1 0.000 1 0.000 (hc)(b)(ae)
1 0.000 1 0.000 1 0.000 (hc)(tc)(bg)
1 0.000 1 0.000 1 0.000 (hcc)(ae)(an)
1 0.000 1 0.000 1 0.000 (hcc)(b)(ak)
1 0.000 1 0.000 1 0.000 (hz)(ar)
1 0.000 1 0.000 1 0.000 (hz)(oe)
1 0.000 1 0.000 1 0.000 (o)(b)(ae)
1 0.000 1 0.000 1 0.000 (o)(b)(am)
1 0.000 1 0.000 1 0.000 (o)(b)(an)
1 0.000 1 0.000 1 0.000 (o)(b)(tc)(g)
1 0.000 1 0.000 1 0.000 (o)(c?)(dcc)(bg)
1 0.000 1 0.000 1 0.000 (o)(ccc?)(bg)
1 0.000 1 0.000 1 0.000 (o)(d)(M?)
1 0.000 1 0.000 1 0.000 (o)(d)(t)(b)
1 0.000 1 0.000 1 0.000 (o)(dc)(b)(ak)
1 0.000 1 0.000 1 0.000 (o)(dc)(s)(bg)
1 0.000 1 0.000 1 0.000 (o)(dc)(sc)(g)
1 0.000 1 0.000 1 0.000 (o)(dc)(t)(g)
1 0.000 1 0.000 1 0.000 (o)(dcc)(b)(ae)
1 0.000 1 0.000 1 0.000 (o)(dcc)(oe)
1 0.000 1 0.000 1 0.000 (o)(f)(s)(bg)
1 0.000 1 0.000 1 0.000 (o)(f)(t)(bg)
1 0.000 1 0.000 1 0.000 (o)(h)(IIK?)
1 0.000 1 0.000 1 0.000 (o)(h)(ae)(bg)
1 0.000 1 0.000 1 0.000 (o)(h)(air?)
1 0.000 1 0.000 1 0.000 (o)(h)(ar)(ak)
1 0.000 1 0.000 1 0.000 (o)(h)(ar)(an)
1 0.000 1 0.000 1 0.000 (o)(h)(b)(ae)
1 0.000 1 0.000 1 0.000 (o)(h)(ccc?)(bg)
1 0.000 1 0.000 1 0.000 (o)(h)(o)(6?)
1 0.000 1 0.000 1 0.000 (o)(h)(o)(L?)
1 0.000 1 0.000 1 0.000 (o)(h)(o)(b)
1 0.000 1 0.000 1 0.000 (o)(h)(t)(ar)
1 0.000 1 0.000 1 0.000 (o)(h)(t)(bg)
1 0.000 1 0.000 1 0.000 (o)(h)(t)(o)(h)(ar)
1 0.000 1 0.000 1 0.000 (o)(h)(t)(r)(bg)
1 0.000 1 0.000 1 0.000 (o)(hc)(b)(air?)
1 0.000 1 0.000 1 0.000 (o)(hc)(b)(am)
1 0.000 1 0.000 1 0.000 (o)(hc)(b)(cc?)(g)
1 0.000 1 0.000 1 0.000 (o)(hc)(oe)(bg)
1 0.000 1 0.000 1 0.000 (o)(hc)(t)(b)(ar)
1 0.000 1 0.000 1 0.000 (o)(hcc)(o)(bg)
1 0.000 1 0.000 1 0.000 (o)(hz)(or)
1 0.000 1 0.000 1 0.000 (o)(hzc)(oe)
1 0.000 1 0.000 1 0.000 (o)(p)(c?)(t)(g)
1 0.000 1 0.000 1 0.000 (o)(p)(or)
1 0.000 1 0.000 1 0.000 (o)(p)(s)(bg)
1 0.000 1 0.000 1 0.000 (o)(p)(sc)(b)
1 0.000 1 0.000 1 0.000 (o)(p)(sc)(b)(ae)
1 0.000 1 0.000 1 0.000 (o)(p)(sc)(g)
1 0.000 1 0.000 1 0.000 (o)(p)(t)(bg)
1 0.000 1 0.000 1 0.000 (o)(p)(tcc)(d)(g)
1 0.000 1 0.000 1 0.000 (o)(qo)(d)(g)
1 0.000 1 0.000 1 0.000 (o)(qoe)
1 0.000 1 0.000 1 0.000 (o)(sc)(bg)
1 0.000 1 0.000 1 0.000 (o)(scc)(bg)
1 0.000 1 0.000 1 0.000 (o)(tcc)(g)
1 0.000 1 0.000 1 0.000 (o)(z)(ae)
1 0.000 1 0.000 1 0.000 (oe)(ae)(bg)
1 0.000 1 0.000 1 0.000 (oe)(air?)
1 0.000 1 0.000 1 0.000 (oe)(scc)(b)
1 0.000 1 0.000 1 0.000 (oe)(scc)(z)
1 0.000 1 0.000 1 0.000 (or)(tcc)(bg)
1 0.000 1 0.000 1 0.000 (p)(am)
1 0.000 1 0.000 1 0.000 (p)(an)
1 0.000 1 0.000 1 0.000 (p)(o)(*?)(an)
1 0.000 1 0.000 1 0.000 (p)(o)(M?)
1 0.000 1 0.000 1 0.000 (p)(o)(cc?)(bg)
1 0.000 1 0.000 1 0.000 (p)(o)(d)(an)
1 0.000 1 0.000 1 0.000 (p)(o)(h)(t)(o)(d)(ar)
1 0.000 1 0.000 1 0.000 (p)(oe)(am)
1 0.000 1 0.000 1 0.000 (p)(oe)(ar)(ar)
1 0.000 1 0.000 1 0.000 (p)(s)(an)
1 0.000 1 0.000 1 0.000 (p)(s)(bg)
1 0.000 1 0.000 1 0.000 (p)(s)(tc)(b)(ae)
1 0.000 1 0.000 1 0.000 (p)(tc)(b)(ae)
1 0.000 1 0.000 1 0.000 (pz)(ae)
1 0.000 1 0.000 1 0.000 (pz)(ar)
1 0.000 1 0.000 1 0.000 (pz)(o)(bg)
1 0.000 1 0.000 1 0.000 (pz)(oe)
1 0.000 1 0.000 1 0.000 (qo)(N?)
1 0.000 1 0.000 1 0.000 (qo)(ae)
1 0.000 1 0.000 1 0.000 (qo)(am)
1 0.000 1 0.000 1 0.000 (qo)(ar)
1 0.000 1 0.000 1 0.000 (qo)(b)(cc?)(bg)
1 0.000 1 0.000 1 0.000 (qo)(b)(cc?)(g)
1 0.000 1 0.000 1 0.000 (qo)(b)(tc)(b)
1 0.000 1 0.000 1 0.000 (qo)(cc?)(dcc)(bg)
1 0.000 1 0.000 1 0.000 (qo)(cc?)(g)
1 0.000 1 0.000 1 0.000 (qo)(d)(*?)
1 0.000 1 0.000 1 0.000 (qo)(d)(ae)(K?)
1 0.000 1 0.000 1 0.000 (qo)(d)(ae)(bg)
1 0.000 1 0.000 1 0.000 (qo)(d)(bg)
1 0.000 1 0.000 1 0.000 (qo)(d)(e)(tcc)(g)
1 0.000 1 0.000 1 0.000 (qo)(d)(o)(II?)(r)
1 0.000 1 0.000 1 0.000 (qo)(d)(o)(IIIK?)
1 0.000 1 0.000 1 0.000 (qo)(d)(o)(M?)
1 0.000 1 0.000 1 0.000 (qo)(d)(o)(c?)(bg)
1 0.000 1 0.000 1 0.000 (qo)(d)(o)(p)(g)
1 0.000 1 0.000 1 0.000 (qo)(d)(o)(z)
1 0.000 1 0.000 1 0.000 (qo)(d)(oe)(bg)
1 0.000 1 0.000 1 0.000 (qo)(d)(s)(bg)
1 0.000 1 0.000 1 0.000 (qo)(d)(sc)(g)
1 0.000 1 0.000 1 0.000 (qo)(d)(t)(z)(bg)
1 0.000 1 0.000 1 0.000 (qo)(d)(tc)(b)
1 0.000 1 0.000 1 0.000 (qo)(dc)(*?)
1 0.000 1 0.000 1 0.000 (qo)(dc)(*?)(bg)
1 0.000 1 0.000 1 0.000 (qo)(dc)(ae)
1 0.000 1 0.000 1 0.000 (qo)(dc)(b)(ae)
1 0.000 1 0.000 1 0.000 (qo)(dc)(b)(c?)(bg)
1 0.000 1 0.000 1 0.000 (qo)(dc)(r)
1 0.000 1 0.000 1 0.000 (qo)(dc)(t)(bg)
1 0.000 1 0.000 1 0.000 (qo)(dc)(t)(dz)(g)
1 0.000 1 0.000 1 0.000 (qo)(dc)(tc)(g)
1 0.000 1 0.000 1 0.000 (qo)(dc)(z)(bg)
1 0.000 1 0.000 1 0.000 (qo)(dcc)(b)(ae)
1 0.000 1 0.000 1 0.000 (qo)(dcc)(e)
1 0.000 1 0.000 1 0.000 (qo)(dz)(g)
1 0.000 1 0.000 1 0.000 (qo)(dzc)(bg)
1 0.000 1 0.000 1 0.000 (qo)(f)(s)(g)
1 0.000 1 0.000 1 0.000 (qo)(f)(t)(b)(ae)
1 0.000 1 0.000 1 0.000 (qo)(f)(tc)(bg)
1 0.000 1 0.000 1 0.000 (qo)(f)(tc)(g)
1 0.000 1 0.000 1 0.000 (qo)(h)(II?)(r)
1 0.000 1 0.000 1 0.000 (qo)(h)(air?)
1 0.000 1 0.000 1 0.000 (qo)(h)(ak)
1 0.000 1 0.000 1 0.000 (qo)(h)(b)(bg)(ar)
1 0.000 1 0.000 1 0.000 (qo)(h)(ccc?)(bg)
1 0.000 1 0.000 1 0.000 (qo)(h)(g)(bg)
1 0.000 1 0.000 1 0.000 (qo)(h)(o)(II?)(r)
1 0.000 1 0.000 1 0.000 (qo)(h)(s)(bg)
1 0.000 1 0.000 1 0.000 (qo)(h)(s)(g)
1 0.000 1 0.000 1 0.000 (qo)(h)(sc)(g)
1 0.000 1 0.000 1 0.000 (qo)(h)(t)(*?)(bg)
1 0.000 1 0.000 1 0.000 (qo)(h)(tc)(oe)
1 0.000 1 0.000 1 0.000 (qo)(hc)(b)(am)
1 0.000 1 0.000 1 0.000 (qo)(hc)(or)
1 0.000 1 0.000 1 0.000 (qo)(hc)(s)(g)
1 0.000 1 0.000 1 0.000 (qo)(hcc)(oe)
1 0.000 1 0.000 1 0.000 (qo)(hzc)(g)
1 0.000 1 0.000 1 0.000 (qo)(hzc)(z)
1 0.000 1 0.000 1 0.000 (qo)(o)(d)(am)
1 0.000 1 0.000 1 0.000 (qo)(p)(bg)
1 0.000 1 0.000 1 0.000 (qo)(p)(g)
1 0.000 1 0.000 1 0.000 (qo)(p)(or)
1 0.000 1 0.000 1 0.000 (qo)(p)(s)(bg)
1 0.000 1 0.000 1 0.000 (qo)(p)(t)(bg)
1 0.000 1 0.000 1 0.000 (qo)(p)(t)(oe)
1 0.000 1 0.000 1 0.000 (qo)(p)(tc)(g)
1 0.000 1 0.000 1 0.000 (qo)(p)(tc)(oe)
1 0.000 1 0.000 1 0.000 (qo)(qo)(dcc)(g)
1 0.000 1 0.000 1 0.000 (qo)(scc)(bg)
1 0.000 1 0.000 1 0.000 (qo)(t)(g)
1 0.000 1 0.000 1 0.000 (qo)(tc)(bg)
1 0.000 1 0.000 1 0.000 (qo)(tc)(g)
1 0.000 1 0.000 1 0.000 (qoe)(air?)
1 0.000 1 0.000 1 0.000 (qoe)(ar)
1 0.000 1 0.000 1 0.000 (r)(6?)(ak)
1 0.000 1 0.000 1 0.000 (r)(s)(bg)
1 0.000 1 0.000 1 0.000 (r)(sc)(ae)
1 0.000 1 0.000 1 0.000 (r)(sc)(b)(dc)(bg)
1 0.000 1 0.000 1 0.000 (r)(sc)(oe)
1 0.000 1 0.000 1 0.000 (r)(scc)(b)(ar)
1 0.000 1 0.000 1 0.000 (r)(t)(g)
1 0.000 1 0.000 1 0.000 (r)(t)(r)
1 0.000 1 0.000 1 0.000 (r)(tc)(b)
1 0.000 1 0.000 1 0.000 (s)(ak)
1 0.000 1 0.000 1 0.000 (s)(an)
1 0.000 1 0.000 1 0.000 (s)(d)(an)
1 0.000 1 0.000 1 0.000 (s)(dc)(oe)
1 0.000 1 0.000 1 0.000 (s)(dz)(t)(g)
1 0.000 1 0.000 1 0.000 (s)(dzc)(e)
1 0.000 1 0.000 1 0.000 (s)(e)(bg)
1 0.000 1 0.000 1 0.000 (s)(g)(bg)
1 0.000 1 0.000 1 0.000 (s)(h)(ae)(tcc)(bg)
1 0.000 1 0.000 1 0.000 (s)(hzc)(bg)
1 0.000 1 0.000 1 0.000 (s)(o)(d)(am)
1 0.000 1 0.000 1 0.000 (s)(o)(d)(g)
1 0.000 1 0.000 1 0.000 (s)(o)(d)(s)(bg)
1 0.000 1 0.000 1 0.000 (s)(o)(pzc)(bg)
1 0.000 1 0.000 1 0.000 (s)(t)(bg)
1 0.000 1 0.000 1 0.000 (sc)(b)(ae)(bg)
1 0.000 1 0.000 1 0.000 (sc)(b)(ak)
1 0.000 1 0.000 1 0.000 (sc)(b)(ar)
1 0.000 1 0.000 1 0.000 (sc)(b)(c?)(g)
1 0.000 1 0.000 1 0.000 (sc)(d)(ae)
1 0.000 1 0.000 1 0.000 (sc)(d)(ak)
1 0.000 1 0.000 1 0.000 (sc)(dcc)(g)
1 0.000 1 0.000 1 0.000 (sc)(h)(ar)
1 0.000 1 0.000 1 0.000 (sc)(h)(z)(am)
1 0.000 1 0.000 1 0.000 (sc)(hzc)(b)(t)(g)
1 0.000 1 0.000 1 0.000 (sc)(hzc)(bg)
1 0.000 1 0.000 1 0.000 (sc)(o)(g)
1 0.000 1 0.000 1 0.000 (sc)(p)(tc)(bg)
1 0.000 1 0.000 1 0.000 (t)(*?)
1 0.000 1 0.000 1 0.000 (t)(ae)(am)
1 0.000 1 0.000 1 0.000 (t)(an)
1 0.000 1 0.000 1 0.000 (t)(b)(ak)
1 0.000 1 0.000 1 0.000 (t)(b)(an)
1 0.000 1 0.000 1 0.000 (t)(d)(g)
1 0.000 1 0.000 1 0.000 (t)(d)(o)(6?)
1 0.000 1 0.000 1 0.000 (t)(dc)(o)(g)
1 0.000 1 0.000 1 0.000 (t)(dcc)(bg)
1 0.000 1 0.000 1 0.000 (t)(dcc)(g)
1 0.000 1 0.000 1 0.000 (t)(dz)(ae)
1 0.000 1 0.000 1 0.000 (t)(dz)(b)
1 0.000 1 0.000 1 0.000 (t)(dz)(cc?)(b)
1 0.000 1 0.000 1 0.000 (t)(dzc)(z)
1 0.000 1 0.000 1 0.000 (t)(e)(am)
1 0.000 1 0.000 1 0.000 (t)(e)(t)(p)(scc)(g)
1 0.000 1 0.000 1 0.000 (t)(f)(am)
1 0.000 1 0.000 1 0.000 (t)(fzc)(g)
1 0.000 1 0.000 1 0.000 (t)(h)(ae)
1 0.000 1 0.000 1 0.000 (t)(h)(air?)
1 0.000 1 0.000 1 0.000 (t)(h)(oe)
1 0.000 1 0.000 1 0.000 (t)(hz)(bg)
1 0.000 1 0.000 1 0.000 (t)(hz)(o)(g)
1 0.000 1 0.000 1 0.000 (t)(hzc)(g)
1 0.000 1 0.000 1 0.000 (t)(o)(b)(am)
1 0.000 1 0.000 1 0.000 (t)(o)(bg)
1 0.000 1 0.000 1 0.000 (t)(o)(h)(g)
1 0.000 1 0.000 1 0.000 (t)(p)(tc)(bg)
1 0.000 1 0.000 1 0.000 (t)(r)(bg)
1 0.000 1 0.000 1 0.000 (t)(sc)(dz)(g)
1 0.000 1 0.000 1 0.000 (t)(t)(h)(g)
1 0.000 1 0.000 1 0.000 (tc)(**?)
1 0.000 1 0.000 1 0.000 (tc)(6?)
1 0.000 1 0.000 1 0.000 (tc)(b)(an)
1 0.000 1 0.000 1 0.000 (tc)(b)(an)(bg)
1 0.000 1 0.000 1 0.000 (tc)(b)(t)(g)
1 0.000 1 0.000 1 0.000 (tc)(d)(ae)
1 0.000 1 0.000 1 0.000 (tc)(d)(ak)
1 0.000 1 0.000 1 0.000 (tc)(dc)(an)
1 0.000 1 0.000 1 0.000 (tc)(dc)(g)
1 0.000 1 0.000 1 0.000 (tc)(dcc)(bg)
1 0.000 1 0.000 1 0.000 (tc)(dz)(bg)
1 0.000 1 0.000 1 0.000 (tc)(h)(ar)
1 0.000 1 0.000 1 0.000 (tc)(hzc)(bg)
1 0.000 1 0.000 1 0.000 (tc)(o)(d)(g)
1 0.000 1 0.000 1 0.000 (tc)(o)(g)
1 0.000 1 0.000 1 0.000 (tc)(p)(g)
1 0.000 1 0.000 1 0.000 (tc)(p)(oe)
1 0.000 1 0.000 1 0.000 (tc)(p)(tc)(bg)
1 0.000 1 0.000 1 0.000 (tc)(pzc)(bg)
1 0.000 1 0.000 1 0.000 (tc)(t)(g)
1 0.000 1 0.000 1 0.000 (tc)(t)(oe)
1 0.000 1 0.000 1 0.000 (z)(II?)(r)(am)
1 0.000 1 0.000 1 0.000 (z)(ak)
1 0.000 1 0.000 1 0.000 (z)(dcc)(g)
1 0.000 1 0.000 1 0.000 (z)(dz)(g)
1 0.000 1 0.000 1 0.000 (z)(hzc)(g)
1 0.000 1 0.000 1 0.000 (z)(s)(d)(t)(bg)
1 0.000 1 0.000 1 0.000 (z)(sc)(d)(g)
1 0.000 1 0.000 1 0.000 (z)(sc)(dz)(g)
1 0.000 1 0.000 1 0.000 (z)(sc)(oe)
1 0.000 1 0.000 1 0.000 (z)(scc)(bg)
1 0.000 1 0.000 1 0.000 (z)(t)(bg)
1 0.000 1 0.000 1 0.000 (z)(t)(dz)(g)
1 0.000 1 0.000 1 0.000 (z)(t)(hz)(g)
1 0.000 1 0.000 1 0.000 (z)(tc)(b)(air?)
1 0.000 1 0.000 1 0.000 (z)(tc)(g)
1 0.000 1 0.000 1 0.000 (z)(tc)(h)(g)
1 0.000 1 0.000 1 0.000 (z)(tc)(oe)
As it can be seen, the split rules are quite good at recreating the
word spaces of the VMs. So it looks as if the VMs "words"
are syllabes, or that the spaces were added by an "ignorant copist"
based only on local rules.