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2008年7月13日 (日)

A-DIC:クローラと、形態素解析追記

まりおんさんより「HWのオフィシャル使えばいいのでは?」旨ご指摘を頂いたので、以下の方針で実施する

A)日本語ページからクローラーで抽出して解析
B)HWのオフィシャルページから抽出して解析

以下はその検討B)に対する考察である。

結論から言うのであれば、HWの商用PDFを購入しないのであれば、Aの方針の方が望ましい(理由は後述)

**
【クローラー】

クローラーとは、WEBからHTML文を抽出するスクリプトである

以下に極めて秀逸なものを見つけたのでこれを利用する(予定)

Webstemmer
http://www.unixuser.org/~euske/python/webstemmer/index-j.html

最終的には、こうして集めたHTMLを全てひとつのファイルにして形態素解析を行えば良い、と思われる(個々のHTMLに対してそれをマージするよりは楽のはず)

【形態素解析】

形態素解析とは、文章を最小構成要素(形態素)に分割し、それらの品詞としての種類を判別する方法である

使用したスクリプトはそのままでは日本語のみにしか対応していないので、ほんの少しの修正を加える。日本語だけではなく、英語も対応するように修正。

参考url:
JavaScriptによる形態素解析
http://ablog.seesaa.net/article/20969848.html
http://blog.livedoor.jp/mikuriyahiroto/archives/50870446.html

形態素解析ツール(システム)
http://mecab.sourceforge.net/
https://sen.dev.java.net/
http://chasen.naist.jp/hiki/ChaSen/
http://d.hatena.ne.jp/elm200/20070710/1184075763

今回使用しているのは漢字→かな(ローマ字)変換プログラムKAKASI(http://kakasi.namazu.org /index.html.ja)によるものである。漢字からかな(ローマ字)に変換する場合、形態素解析を行うため、その解析部分が形態素解析に使用可能 である。

以下は英語対応版kakasifreq.rb

要するに、文章を英語にも対応するようにアルファベットを追加しただけ(こんな修正パッチなぞいらん)

# diff  kakasifreq.rb.org kakasifreq.rb
12c12
<     if /[亜-瑤ァ-ヶ]/ =~ i
---
>     if /[亜-瑤ァ-ヶa-zA-Z]/ =~ i

--(kakasifreq.rbここから)
#!/usr/bin/ruby -Ke

require "kakasi"
require "kconv"
strdef = "\%r \%k \%n\n"

h = Hash::new

while gets
  arr = Kakasi::kakasi("-ieuc -w", $_.toeuc).split
  arr.each{|i|
    if /[亜-瑤ァ-ヶa-zA-Z]/ =~ i
      if h.key?(i)
        h[i] += 1
      else
        h[i] = 1
      end
    end
  }
end

rnk = 1
rnk_pre = rnk
prev_val = 0
h.to_a.sort{
  |a,b| b[1] <=> a[1]}.each{|k,v|
  if prev_val != v
    prev_val = v
    rnk_pre = rnk
  end
  print strdef.gsub("\%k", k).gsub("\%n", v.to_s).gsub("\%r", rnk_pre.to_s)
--(ここまで)

これによる解析結果例を以下に示す

http://www.glorantha.com/support/samples.html

のPDFファイルをテキストに落として実行・・・しようと思ったがだめだった。のため

http://www.glorantha.com/hw/qa/masteries.html

を実行

【結果を見ての考察】

結果を参照して判断した結果、これってもしかして商用版の英語版HWのPDFを購入してそれをテキストに落として解析すれば一発では?とか思いましたw見 ればわかりますが概要からでは普通の英語文と変わらない結果にしかならない(サンプル例が悪い、という見方もありますが、基本的にオフィシャルHWページ からではHWで使われる形態素の解析を行うのは困難ではないかと)

恐らくこの英語ページでは、確かにHWに関連はしているけれど、あくまでHWの概要でありどこまでHTMLの解析をして意味があるのか、そして要のPDF はそのままではテキスト変換できない以上、英語翻訳とは別に、純粋にHWとRQの説明をしている日本語ページの方がソースとして妥当ではないか、と思いま した。

英語を行うのであれば、HWのPDFをダウンロード購入してそれをそのまま使えばこれほどすばらしいソースはない、と思います。

--http://www.glorantha.com/hw/qa/masteries.html 実行結果--
1 the 56
2 to 34
3 a 27
4 of 22
5 will 19
6 and 17
7 hero 12
7 is 12
9 on 11
9 in 11
9 with 11
9 be 11
9 his 11
14 can 10
15 The 9
16 have 8
16 or 8
18 AP 7
18 he 7
18 has 7
18 heroes 7
18 that 7
18 villain 7
24 which 6
24 A 6
24 are 6
24 if 6
24 him 6
24 advantage 6
24 augment 6
24 one 6
32 they 5
32 Villain 5
32 probably 5
32 take 5
32 I 5
37 how 4
37 for 4
37 it 4
37 this 4
37 attacks 4
37 get 4
37 mastery 4
37 more 4
37 from 4
37 bid 4
37 as 4
37 out 4
37 make 4
37 you 4
51 against 3
51 penalties, 3
51 critical 3
51 Hero 3
51 low 3
51 character 3
51 still 3
51 Or 3
51 opponent. 3
51 Round 3
51 so 3
51 may 3
51 bids 3
51 also 3
51 Heroes 3
51 target 3
51 augments 3
51 He 3
51 no 3
51 try 3
51 Multiple 3
51 through 3
51 their 3
51 by 3
51 at 3
51 able 3
77 last 2
77 magic 2
77 even 2
77 "Mastery 2
77 start 2
77 round, 2
77 go 2
77 might 2
77 course, 2
77 who 2
77 option 2
77 should 2
77 penalty 2
77 use 2
77 hero. 2
77 two 2
77 put 2
77 17w. 2
77 them 2
77 bumps 2
77 won't 2
77 characters 2
77 multiple 2
77 actually 2
77 fight 2
77 lower 2
77 find 2
77 turn 2
77 up 2
77 level 2
77 points 2
77 narrator 2
77 couple 2
77 All 2
77 different 2
77 In 2
77 five 2
77 work 2
77 contest 2
77 party 2
77 boost 2
77 Of 2
77 some 2
77 your 2
77 than 2
77 far 2
77 rises 2
77 other 2
77 Attacker 2
77 because 2
77 Use 2
77 If 2
77 bump 2
77 stronger 2
77 augmented 2
77 nature 2
77 such 2
77 Barrier" 2
77 attack 2
77 especially 2
77 par 2
77 villain, 2
139 like 1
139 knowing 1
139 same 1
139 using 1
139 sucking 1
139 Running? 1
139 "stronger" 1
139 change 1
139 chooses 1
139 lone 1
139 doesn't 1
139 combat, 1
139 attacker), 1
139 once 1
139 desperation 1
139 Bowmen 1
139 However, 1
139 augmenting 1
139 suck 1
139 'edge' 1
139 Followers 1
139 defender 1
139 do 1
139 high 1
139 (as 1
139 thing 1
139 anymore. 1
139 skills 1
139 been 1
139 'narrator 1
139 can. 1
139 abilities 1
139 transfer 1
139 combatants. 1
139 commend 1
139 again, 1
139 averages 1
139 either 1
139 decides' 1
139 'perfect' 1
139 member 1
139 extra 1
139 opponent, 1
139 combat: 1
139 AP, 1
139 due 1
139 option, 1
139 pumped-up 1
139 defender. 1
139 12w4, 1
139 what 1
139 Contests 1
139 AP. 1
139 bit 1
139 APs), 1
139 prevail 1
139 book 1
139 abilities), 1
139 Barbarian 1
139 Close 1
139 less 1
139 Q: 1
139 until 1
139 situation 1
139 making 1
139 important 1
139 party. 1
139 Hi, 1
139 Whining? 1
139 trouble 1
139 weak 1
139 Resistance? 1
139 too... 1
139 particular, 1
139 penalty. 1
139 master 1
139 weaker 1
139 yourself. 1
139 himself, 1
139 though. 1
139 process 1
139 (after 1
139 method, 1
139 7w 1
139 see 1
139 Conan 1
139 few 1
139 After 1
139 hit 1
139 1-mastery 1
139 available 1
139 serious 1
139 down... 1
139 Lateral 1
139 creation 1
139 tactics, 1
139 low, 1
139 adds 1
139 stakes 1
139 flexible 1
139 SWAT 1
139 way). 1
139 got 1
139 ask 1
139 know 1
139 chosen 1
139 users 1
139 ways 1
139 comrade...) 1
139 love 1
139 Since 1
139 die 1
139 work? 1
139 enemy 1
139 difficult 1
139 backgrounds 1
139 Instead 1
139 This 1
139 augments. 1
139 (non 1
139 followers. 1
139 rolls. 1
139 PUH 1
139 Wars/HeroQuest 1
139 ensure 1
139 appeal 1
139 Mastery-elimination 1
139 getting 1
139 rolls 1
139 hope 1
139 un-augmented 1
139 damage. 1
139 round. 1
139 give 1
139 dangerous 1
139 own, 1
139 sufficiently 1
139 cannot 1
139 thus 1
139 drain 1
139 defender's 1
139 rules 1
139 Team 1
139 vulnerable 1
139 notation, 1
139 appear 1
139 steps 1
139 people 1
139 Because 1
139 17w 1
139 experience. 1
139 7AP. 1
139 could 1
139 attacking, 1
139 earlier. 1
139 'mastery' 1
139 vs 1
139 one. 1
139 gives 1
139 equivalent 1
139 lesser 1
139 outcome 1
139 guy 1
139 Magic 1
139 then 1
139 just 1
139 7w. 1
139 10-12AP 1
139 there 1
139 successes, 1
139 almost 1
139 mechanics, 1
139 Here 1
139 Questions 1
139 Wars 1
139 imperative, 1
139 all 1
139 From 1
139 probable 1
139 system 1
139 boosting 1
139 around 1
139 past 1
139 nearly 1
139 depending 1
139 masteries 1
139 single-mastery 1
139 numbers, 1
139 impose 1
139 eliminate 1
139 followers 1
139 (can't 1
139 someone. 1
139 (assuming 1
139 numbers 1
139 suicidally 1
139 rounds 1
139 (1-2AP) 1
139 occur, 1
139 brief 1
139 rule 1
139 fighting 1
139 matter 1
139 does 1
139 attacker 1
139 me). 1
139 taking 1
139 heroes, 1
139 Answers 1
139 an 1
139 abilities) 1
139 'clunky'. 1
139 speed 1
139 odds 1
139 circumstances. 1
139 A: 1
139 loan 1
139 high-risk 1
139 need 1
139 compatriots. 1
139 Even 1
139 but 1
139 ability 1
139 beat 1
139 resistance 1
139 savagery 1
139 all-out 1
139 all, 1
139 single 1
139 lucky 1
139 1x 1
139 transformed 1
139 over 1
139 has, 1
139 cryptic 1
139 mastery) 1
139 into 1
139 One 1
139 characters/groups 1
139 another 1
139 waits 1
139 however, 1
139 HW 1
139 transferred 1
139 reason, 1
139 (With 1
139 points, 1
139 On 1
139 skill 1
139 Combat, 1
139 monsters, 1
139 no-mastery-advantage 1
139 points. 1
139 then, 1
139 head 1
139 frequent, 1
139 Masteries 1
139 (only 1
139 great 1
139 Example: 1
139 together. 1
139 while 1
139 four 1
139 villain's, 1
139 AP). 1
139 15w. 1
139 high, 1
139 much 1
139 opponents. 1
139 criticals 1
139 Thinking 1
139 otherwise 1
139 ranged 1
139 Pleading 1
139 Another 1
139 possible 1
139 after 1
139 law 1
139 advantage. 1
139 next 1
139 fifth, 1
139 (using 1
139 versus 1
139 only 1
139 shot. 1
139 player 1
139 Starting 1
139 fifth. 1
139 Four 1
139 close 1
139 off 1
139 my 1
139 powerful 1
139 12w, 1
139 mechanics 1
139 third 1
139 enough 1
139 first 1
139 interpret 1
139 when 1
139 about 1
139 it, 1
139 (for 1
139 common 1
139 (the 1
139 down 1
139 days, 1
139 himself 1
139 reading 1
139 rely 1
139 own 1
139 band 1
139 12w3 1
139 Gavin 1
139 methods 1
139 so, 1
139 burnt 1
139 three 1
139 roll, 1
139 position, 1
139 roll. 1
139 sometimes 1
139 again 1
139 down. 1

以下はソースとしてもうちょっとましだと思われる http://www.glorantha.com/new/imperial_military.html
の解析

--
1 the 202
2 and 100
3 of 86
4 to 68
5 was 57
6 a 44
7 The 35
7 in 35
9 were 28
9 his 28
11 Dara 23
11 he 23
13 that 21
14 by 19
15 called 16
16 which 15
16 He 15
16 as 15
19 all 14
19 for 14
21 had 13
22 with 12
22 is 12
22 army 12
25 Emperor 11
25 be 11
27 they 10
27 from 10
27 Lunar 10
30 or 9
30 an 9
30 but 9
33 them 8
33 this 8
33 men 8
33 new 8
33 who 8
38 their 7
38 armies 7
38 Happan 7
38 From 7
38 came 7
38 upon 7
38 This 7
38 army. 7
38 at 7
47 one 6
47 him 6
47 c. 6
47 people 6
47 war 6
47 could 6
47 empire 6
47 Imperial 6
47 her 6
47 first 6
47 Murharzarm 6
47 four 6
47 Empire 6
60 over 5
60 Happa. 5
60 Urvairinus 5
60 went 5
60 Elmexdros 5
60 even 5
60 made 5
60 gave 5
60 into 5
60 units 5
60 They 5
60 so 5
60 Happa 5
60 Khorzanelm 5
74 organization 4
74 Carmanian 4
74 old 4
74 ruled 4
74 god 4
74 after 4
74 She 4
74 enough 4
74 goddess 4
74 time, 4
74 than 4
74 Red 4
74 Army 4
74 destroyed 4
74 Shargash 4
74 Casatokum 4
74 elite 4
74 many 4
74 other 4
74 did 4
74 political 4
74 when 4
74 army, 4
74 not 4
74 have 4
99 cities 3
99 Yanafal 3
99 see 3
99 march 3
99 together. 3
99 Phalanx 3
99 emperor 3
99 Date: 3
99 foes 3
99 organized 3
99 him. 3
99 Carmania 3
99 Empire. 3
99 Go 3
99 Khordavu 3
99 most 3
99 land 3
99 during 3
99 few 3
99 Then 3
99 returned 3
99 fighting 3
99 it 3
99 javelins, 3
99 forth 3
99 been 3
99 fought 3
99 magical 3
99 shields 3
99 Daxdarius 3
99 before 3
99 History 3
99 Era 3
99 where 3
99 city 3
99 about 3
99 though 3
99 nearly 3
99 sent 3
99 created 3
99 left 3
99 Hero 3
99 years) 3
99 Kazkurtum 3
99 Wars 3
99 led 3
99 each 3
99 here 3
99 First, 3
99 last 3
99 way 3
99 great 3
99 Jenarong 3
152 she 2
152 war, 2
152 because 2
152 day 2
152 every 2
152 included 2
152 ancient 2
152 forthcoming 2
152 practices 2
152 Carmanos 2
152 has 2
152 life 2
152 Nysalor, 2
152 against 2
152 practiced 2
152 magic. 2
152 help 2
152 two 2
152 More 2
152 spear 2
152 slowly 2
152 noble 2
152 religion 2
152 half 2
152 riding 2
152 west, 2
152 opportunity 2
152 around 2
152 traditional 2
152 became 2
152 Happa, 2
152 military 2
152 whole 2
152 herds 2
152 several 2
152 years 2
152 more 2
152 Work. 2
152 Inc. 2
152 formed 2
152 Thus 2
152 greatest 2
152 Teelo 2
152 term, 2
152 will 2
152 years. 2
152 religious 2
152 hordes 2
152 Ram 2
152 period 2
152 only 2
152 must 2
152 since 2
152 except 2
152 power 2
152 empire. 2
152 finally 2
152 guidance 2
152 perfect 2
152 Battle 2
152 show 2
152 effective 2
152 Pre-Finished 2
152 are 2
152 smaller 2
152 lived 2
152 wicker 2
152 later 2
152 Issaries, 2
152 Complete 2
152 describing 2
152 would 2
152 also 2
152 force 2
152 worshipped 2
152 archers. 2
152 Gbaji 2
152 personal 2
152 enemy 2
152 on 2
152 away, 2
152 World. 2
152 gods 2
152 overcame 2
152 victory 2
152 armed 2
152 still 2
152 marching 2
152 Armies 2
152 run 2
152 under 2
152 His 2
152 ascended 2
152 commanded 2
152 now 2
152 professional 2
152 units, 2
152 larger 2
152 make 2
152 together 2
152 among 2
152 brave 2
152 cavalry 2
152 large 2
152 numbers 2
152 tradition 2
152 Erzanestyu 2
152 trained 2
152 brought 2
152 Field 2
152 hey, 2
152 instrumental 2
152 freed 2
152 reached 2
152 nomads 2
152 Happans 2
152 spearmen 2
152 mustering 2
152 heavy 2
152 began 2
152 everyone 2
152 unit 2
152 like 2
152 full 2
152 any 2
152 modern 2
152 However, 2
152 imperial 2
152 day. 2
152 soldiers, 2
152 through 2
152 off 2
152 there's 2
152 conquered 2
152 Moon 2
152 wherever 2
152 day, 2
152 reign 2
152 its 2
152 A 2
152 no 2
152 world 2
152 far 2
152 Sky 2
152 based 2
297 sharp-eyed 1
297 pride. 1
297 Source 1
297 crushed 1
297 All 1
297 useless 1
297 stay 1
297 encouraged, 1
297 overhead, 1
297 power, 1
297 pre-Carmanian 1
297 Shortly 1
297 history, 1
297 sanctity 1
297 delegated 1
297 vassal 1
297 novelty 1
297 absolute. 1
297 Fear 1
297 horrifying 1
297 strictly 1
297 duty, 1
297 high 1
297 alliances 1
297 smelly 1
297 alone 1
297 GTA 1
297 experience. 1
297 set 1
297 whether 1
297 Entekosiad. 1
297 just 1
297 context. 1
297 Murharzarm, 1
297 mercenaries 1
297 formation, 1
297 shape 1
297 false 1
297 along 1
297 Magnificent 1
297 Court 1
297 (from 1
297 elements 1
297 overlords. 1
297 state. 1
297 By 1
297 Horde, 1
297 killed, 1
297 visible 1
297 Sunstand, 1
297 Only 1
297 Dragons. 1
297 myths, 1
297 skills 1
297 command, 1
297 Line 1
297 gathered 1
297 digijelm 1
297 lines 1
297 abbreviated 1
297 successful, 1
297 celestial 1
297 light 1
297 And 1
297 impetuous 1
297 levies, 1
297 support. 1
297 suvarians, 1
297 'suvarian' 1
297 trick 1
297 gold 1
297 unite 1
297 founder 1
297 image 1
297 Humakt 1
297 national 1
297 manpower 1
297 Goddess 1
297 vast 1
297 Casatokum, 1
297 Dawn. 1
297 chariot-riding 1
297 Verge, 1
297 says; 1
297 can 1
297 Elmexdros, 1
297 etc.) 1
297 Stonewall 1
297 bronze 1
297 greater 1
297 security 1
297 scout, 1
297 Pentans 1
297 assaulted 1
297 added, 1
297 coincidentally 1
297 destruction 1
297 determine 1
297 Perlandre. 1
297 carefully 1
297 Oronin 1
297 Phalanxes, 1
297 order, 1
297 Estara, 1
297 Peloria. 1
297 which, 1
297 Concise 1
297 turned 1
297 secret 1
297 mentioned 1
297 retainers, 1
297 Mothers) 1
297 general. 1
297 territory. 1
297 infantry: 1
297 javelineers, 1
297 throughout 1
297 outnumbered, 1
297 Light 1
297 Magic, 1
297 population) 1
297 mailed 1
297 Provincial 1
297 ten, 1
297 put 1
297 night. 1
297 leader, 1
297 resurrection. 1
297 together, 1
297 organizations 1
297 offer 1
297 increased 1
297 evil 1
297 movement 1
297 managed 1
297 (ruled 1
297 key 1
297 black 1
297 ran 1
297 numbered 1
297 arm 1
297 some 1
297 duties 1
297 killed 1
297 ruled. 1
297 bearing 1
297 let 1
297 farther 1
297 Glorantha 1
297 hands. 1
297 subsequent 1
297 highly, 1
297 banished 1
297 Universe 1
297 group 1
297 went. 1
297 valuable 1
297 Any 1
297 Pelanda. 1
297 divided 1
297 native 1
297 speaking: 1
297 myth 1
297 Tarnils 1
297 bound 1
297 knowledge, 1
297 ever 1
297 discover 1
297 conquer 1
297 Seleris. 1
297 barbarian 1
297 Shargash. 1
297 regalia, 1
297 "changes" 1
297 assaulting 1
297 gone 1
297 ordered 1
297 cities, 1
297 identify 1
297 went, 1
297 rebellions 1
297 heavily 1
297 post. 1
297 Although 1
297 Stirrups 1
297 necessary 1
297 class 1
297 uz 1
297 There 1
297 None 1
297 traditions 1
297 almost 1
297 Ten 1
297 Pent, 1
297 enemies. 1
297 monstrosity 1
297 best 1
297 bent 1
297 permanent 1
297 much 1
297 enemy, 1
297 practical 1
297 continued 1
297 Pent. 1
297 task 1
297 proved 1
297 Tribes 1
297 enemy. 1
297 Diamond 1
297 teachings 1
297 enemies, 1
297 Day 1
297 Illuminator, 1
297 gigantic 1
297 One 1
297 keep 1
297 color 1
297 Twelve 1
297 good 1
297 warrior 1
297 follow 1
297 depended 1
297 rigid 1
297 magi, 1
297 greatness. 1
297 Apr 1
297 horses. 1
297 stated 1
297 hundred 1
297 chose 1
297 face-to-face 1
297 invented. 1
297 chivalric, 1
297 eastward, 1
297 These 1
297 augners. 1
297 count 1
297 appointed 1
297 Khordavu's 1
297 year 1
297 stabbing 1
297 three 1
297 Jenarong's 1
297 rocks, 1
297 Permanent 1
297 powers. 1
297 fully 1
297 Granite, 1
297 those 1
297 'Humakti.' 1
297 impregnable 1
297 do. 1
297 We're 1
297 splendor 1
297 spears, 1
297 six 1
297 Torang 1
297 ruse 1
297 terrible 1
297 armies, 1
297 history 1
297 News 1
297 reactionary 1
297 armies. 1
297 past, 1
297 arranged 1
297 synonyms 1
297 enemy; 1
297 equipment 1
297 slings 1
297 frightening 1
297 eventually 1
297 round 1
297 estimated 1
297 Welcome 1
297 Cartarvar 1
297 viziers 1
297 discipline 1
297 there 1
297 Jasper 1
297 mass 1
297 Beryl, 1
297 saviors 1
297 Goddess, 1
297 out 1
297 orders 1
297 outer 1
297 "We 1
297 virtue 1
297 mangled 1
297 Yelm, 1
297 In 1
297 happen, 1
297 states 1
297 views 1
297 hill 1
297 spread 1
297 insurrection. 1
297 Murharzarm's 1
297 road 1
297 allowed 1
297 retainers 1
297 kill 1
297 northwest 1
297 pretty 1
297 outrage 1
297 Tall 1
297 wielded 1
297 Armies. 1
297 decree 1
297 laden 1
297 Central, 1
297 'zarkosian' 1
297 south, 1
297 look 1
297 eventually. 1
297 motionless. 1
297 Shah 1
297 more. 1
297 daily. 1
297 Afterwards, 1
297 without 1
297 east, 1
297 used 1
297 HEY! 1
297 powers 1
297 opposition 1
297 tack 1
297 It 1
297 independent 1
297 rule 1
297 stand 1
297 more, 1
297 hills. 1
297 these 1
297 booty 1
297 But 1
297 internal 1
297 stable 1
297 battle, 1
297 Marble 1
297 world. 1
297 submitted 1
297 alterations 1
297 Sultanate 1
297 moon 1
297 taken 1
297 short 1
297 lasted 1
297 survive. 1
297 give 1
297 Second 1
297 Copyright 1
297 west. 1
297 Its 1
297 use 1
297 hangs 1
297 hungry, 1
297 major 1
297 deities 1
297 sometimes 1
297 pouches 1
297 unreliable 1
297 own 1
297 stories 1
297 offense 1
297 dead. 1
297 crushed. 1
297 create 1
297 established 1
297 lived/fought 1
297 mouse 1
297 finally, 1
297 especially 1
297 across 1
297 Within 1
297 such 1
297 creatures. 1
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