由於in和on的collocates沒有結果,而clusters的結果不對,所以只能用我提取出來ngram分析了
看了下 clusters的數量不對(大概少5倍),但是順序大致是對的,不過少了一些大寫的詞
ngram3
in
取頻率500以上的
1 2532 @@in@@
2 1135 @@the@@
3 284 @@a@@
4 77 @@to@@
5 69 @@this@@
6 66 @@and@@
7 66 @@his@@
8 61 @@of@@
9 49 @@was@@
10 45 @@is@@
11 45 @@that@@
12 34 @@be@@
13 32 @@her@@
14 32 @@which@@
15 30 @@it@@
16 30 @@my@@
17 29 @@with@@
18 27 @@an@@
19 25 @@are@@
20 24 @@time@@
21 23 @@for@@
22 23 @@place@@
23 23 @@up@@
24 22 @@were@@
25 21 @@their@@
26 19 @@one@@
27 18 @@new@@
28 18 @@people@@
29 17 @@life@@
30 17 @@not@@
31 17 @@some@@
32 16 @@other@@
33 15 @@been@@
34 15 @@case@@
35 15 @@years@@
36 15 @@you@@
37 15 @@your@@
38 14 @@back@@
39 14 @@our@@
40 14 @@part@@
41 14 @@who@@
42 13 @@all@@
43 13 @@fact@@
44 13 @@role@@
45 13 @@way@@
46 12 home
47 12 @@i@@
48 12 interested
49 12 involved
50 12 many
51 12 @@mind@@
52 12 @@we@@
53 12 @@what@@
54 11 @@he@@
55 11 @@here@@
56 11 @@out@@
57 11 ways
58 11 @@year@@
59 10 @@but@@
60 10 @@hand@@
61 10 @@living@@
62 10 @@there@@
63 10 @@they@@
64 9 areas
65 9 @@day@@
66 9 @@had@@
67 9 @@house@@
68 9 @@live@@
69 9 lives
70 9 @@n@@
71 9 @@on@@
72 9 @@put@@
73 9 @@t@@
74 9 @@them@@
75 9 @@us@@
76 9 used
77 9 @@work@@
78 9 @@world@@
79 8 as
80 8 @@face@@
81 8 @@first@@
82 8 @@found@@
83 8 @@front@@
84 8 @@have@@
85 8 @@head@@
86 8 @@him@@
87 8 interest
88 8 @@no@@
89 8 @@point@@
90 8 result
91 8 @@room@@
92 8 situation
93 8 @@so@@
94 7 america
95 7 @@any@@
96 7 @@at@@
97 7 cases
98 7 @@country@@
99 7 @@get@@
100 7 @@hands@@
101 7 @@high@@
102 7 @@its@@
103 7 love
104 7 @@own@@
105 7 @@recent@@
106 7 @@right@@
107 7 said
108 7 @@school@@
109 7 see
110 7 @@two@@
111 6 area
112 6 @@book@@
113 6 @@car@@
114 6 @@city@@
115 6 @@days@@
116 6 @@do@@
117 6 @@history@@
118 6 included
119 6 @@just@@
120 6 @@line@@
121 6 @@lived@@
122 6 @@man@@
123 6 @@me@@
124 6 @@much@@
125 6 @@now@@
126 6 office
127 6 resulted
128 6 shown
129 6 @@south@@
130 6 @@state@@
131 6 @@states@@
132 6 students
133 6 study
134 6 @@than@@
135 6 @@those@@
136 6 three
137 6 @@war@@
138 6 washington
139 6 week
140 6 @@women@@
141 5 @@article@@
142 5 @@bed@@
143 5 believe
144 5 @@chair@@
145 5 @@coming@@
146 5 did
147 5 direction
148 5 every
149 5 @@eyes@@
150 5 @@family@@
151 5 killed
152 5 @@last@@
153 5 @@least@@
154 5 @@made@@
155 5 manner
156 5 @@more@@
157 5 mouth
158 5 @@north@@
159 5 real
160 5 @@s@@
161 5 san
162 5 @@second@@
163 5 sense
164 5 @@she@@
165 5 @@still@@
166 5 @@town@@
167 5 @@water@@
168 5 @@woman@@
169 4 @@air@@
170 4 @@american@@
171 4 @@being@@
172 4 @@came@@
173 4 career
174 4 change
175 4 changes
176 4 children
177 4 @@death@@
178 4 died
179 4 difference
180 4 differences
181 4 @@done@@
182 4 @@down@@
183 4 early
184 4 education
185 4 @@even@@
186 4 four
187 4 game
188 4 @@go@@
189 4 good
190 4 group
191 4 @@has@@
192 4 heart
193 4 held
194 4 hole
195 4 important
196 4 increase
197 4 @@large@@
198 4 mid
199 4 moment
200 4 @@money@@
201 4 months
202 4 @@most@@
203 4 @@night@@
204 4 @@only@@
205 4 @@or@@
206 4 @@order@@
207 4 @@particular@@
208 4 @@position@@
209 4 power
210 4 @@public@@
211 4 raised
212 4 @@sat@@
213 4 schools
214 4 @@sitting@@
215 4 @@small@@
216 4 @@standing@@
217 4 step
218 4 @@story@@
219 4 @@use@@
220 4 @@very@@
221 4 @@voice@@
222 4 wrote
223 3 age
224 3 @@already@@
225 3 arms
226 3 @@around@@
227 3 @@available@@
228 3 @@best@@
229 3 @@big@@
230 3 @@black@@
231 3 @@born@@
232 3 @@both@@
233 3 business
234 3 @@by@@
235 3 @@care@@
236 3 caught
237 3 charge
238 3 chief
239 3 child
240 3 @@come@@
241 3 common
242 3 community
243 3 @@company@@
244 3 context
245 3 countries
246 3 @@court@@
247 3 decline
248 3 deep
249 3 doing
250 3 @@each@@
251 3 else
252 3 engaged
253 3 @@environment@@
254 3 event
255 3 factor
256 3 fall
257 3 @@far@@
258 3 @@field@@
259 3 five
260 3 @@food@@
261 3 @@from@@
262 3 @@government@@
263 3 great
264 3 happened
265 3 iraq
266 3 @@issue@@
267 3 keep
268 3 kind
269 3 late
270 3 later
271 3 @@latest@@
272 3 lead
273 3 @@left@@
274 3 @@light@@
275 3 like
276 3 @@little@@
277 3 @@located@@
278 3 low
279 3 major
280 3 @@market@@
281 3 nation
282 3 oil
283 3 @@old@@
284 3 once
285 3 @@open@@
286 3 participate
287 3 parts
288 3 @@placed@@
289 3 places
290 3 @@play@@
291 3 pocket
292 3 presented
293 3 prison
294 3 problem
295 3 published
296 3 regard
297 3 region
298 3 represented
299 3 @@rise@@
300 3 @@seat@@
301 3 @@seen@@
302 3 @@set@@
303 3 short
304 3 @@significant@@
305 3 society
306 3 southern
307 3 @@such@@
308 3 system
309 3 @@take@@
310 3 @@taking@@
311 3 @@third@@
312 3 times
313 3 @@u@@
314 3 weeks
315 3 @@west@@
316 3 @@white@@
317 3 words
318 3 works
319 2 about
320 2 @@act@@
321 2 active
322 2 africa
323 2 @@again@@
324 2 alone
325 2 @@also@@
326 2 anyone
327 2 anywhere
328 2 apartment
329 2 @@appear@@
330 2 art
331 2 ascii
332 2 away
333 2 @@bar@@
334 2 @@based@@
335 2 because
336 2 began
337 2 belief
338 2 @@body@@
339 2 box
340 2 break
341 2 building
342 2 @@built@@
343 2 california
344 2 @@campaign@@
345 2 @@can@@
346 2 carolina
347 2 center
348 2 central
349 2 @@check@@
350 2 @@chest@@
351 2 chicago
352 2 church
353 2 cities
354 2 class
355 2 classroom
356 2 comparison
357 2 compete
358 2 conan
359 2 confidence
360 2 control
361 2 @@corner@@
362 2 @@could@@
363 2 crisis
364 2 culture
365 2 danger
366 2 dark
367 2 decrease
368 2 democrats
369 2 developing
370 2 @@development@@
371 2 @@different@@
372 2 @@door@@
373 2 dressed
374 2 drop
375 2 ear
376 2 @@east@@
377 2 @@eastern@@
378 2 @@economy@@
379 2 election
380 2 emergency
381 2 @@end@@
382 2 england
383 2 english
384 2 enrolled
385 2 established
386 2 europe
387 2 evident
388 2 experience
389 2 faith
390 2 @@federal@@
391 2 @@fell@@
392 2 fight
393 2 figure
394 2 fill
395 2 general
396 2 @@going@@
397 2 @@ground@@
398 2 groups
399 2 growth
400 2 gulf
401 2 @@guy@@
402 2 happen
403 2 happening
404 2 happens
405 2 @@health@@
406 2 higher
407 2 @@himself@@
408 2 homes
409 2 hopes
410 2 hospital
411 2 hotel
412 2 industry
413 2 @@job@@
414 2 kids
415 2 koppel
416 2 korea
417 2 @@land@@
418 2 @@lap@@
419 2 leader
420 2 league
421 2 @@local@@
422 2 @@long@@
423 2 los
424 2 @@lot@@
425 2 mail
426 2 majority
427 2 making
428 2 @@matter@@
429 2 @@may@@
430 2 @@men@@
431 2 middle
432 2 month
433 2 movie
434 2 music
435 2 @@name@@
436 2 @@national@@
437 2 nearby
438 2 northern
439 2 @@number@@
440 2 @@off@@
441 2 others
442 2 paper
443 2 participants
444 2 participated
445 2 participating
446 2 partner
447 2 party
448 2 patients
449 2 percent
450 2 physical
451 2 @@political@@
452 2 pool
453 2 popular
454 2 population
455 2 presence
456 2 present
457 2 private
458 2 problems
459 2 process
460 2 @@program@@
461 2 progress
462 2 race
463 2 reduction
464 2 reflected
465 2 @@relationship@@
466 2 remain
467 2 reported
468 2 republicans
469 2 @@research@@
470 2 respects
471 2 restaurant
472 2 results
473 2 @@road@@
474 2 rooted
475 2 rural
476 2 @@same@@
477 2 santa
478 2 saw
479 2 @@say@@
480 2 @@scene@@
481 2 search
482 2 season
483 2 series
484 2 serve
485 2 @@service@@
486 2 shape
487 2 shift
488 2 shot
489 2 @@show@@
490 2 @@sit@@
491 2 @@sits@@
492 2 sleep
493 2 southeast
494 2 space
495 2 special
496 2 stake
497 2 @@stand@@
498 2 stands
499 2 @@stay@@
500 2 @@stood@@
501 2 @@street@@
502 2 stuck
503 2 support
504 2 @@table@@
505 2 @@taken@@
506 2 @@team@@
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508 2 @@themselves@@
509 2 then
510 2 @@things@@
511 2 think
512 2 throat
513 2 @@together@@
514 2 @@took@@
515 2 touch
516 2 trapped
517 2 trees
518 2 trouble
519 2 @@united@@
520 2 various
521 2 view
522 2 violence
523 2 @@vote@@
524 2 well
525 2 western
526 2 when
527 2 while
528 2 @@will@@
529 2 @@worked@@
530 2 @@working@@
531 2 @@would@@
532 2 @@york@@
533 2 young
534 1 absence
535 1 accordance
536 1 action
537 1 activities
538 1 activity
539 1 addition
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541 1 advance
542 1 afghanistan
543 1 aftermath
544 1 afternoon
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548 1 @@always@@
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550 1 americans
551 1 americas
552 1 @@amount@@
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555 1 another
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561 1 @@appears@@
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563 1 arabia
564 1 army
565 1 arrived
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570 1 atmosphere
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572 1 @@attention@@
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574 1 audience
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579 1 bag
580 1 bahamas
581 1 balance
582 1 balkans
583 1 @@ball@@
584 1 bank
585 1 basement
586 1 bathroom
587 1 battle
588 1 bedroom
589 1 beginning
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591 1 better
592 1 bible
593 1 @@blood@@
594 1 blue
595 1 @@bottom@@
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597 1 boy
598 1 brain
599 1 breeze
600 1 bring
601 1 british
602 1 bronx
603 1 budget
604 1 buried
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606 1 butter
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611 1 category
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614 1 century
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617 1 circle
618 1 civil
619 1 clinton
620 1 clock
621 1 closet
622 1 @@closing@@
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624 1 cold
625 1 collaboration
626 1 colleagues
627 1 collection
628 1 colorado
629 1 coma
630 1 combination
631 1 commander
632 1 communities
633 1 companies
634 1 competition
635 1 @@computer@@
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642 1 connection
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647 1 countryside
648 1 county
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650 1 @@course@@
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653 1 courtyard
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661 1 @@cut@@
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663 1 @@data@@
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665 1 dealing
666 1 @@debate@@
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668 1 decades
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670 1 degree
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681 1 diego
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683 1 directions
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692 1 dream
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696 1 earlier
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705 1 element
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717 1 @@evening@@
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720 1 everybody
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722 1 @@everything@@
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725 1 excess
726 1 exchange
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728 1 exists
729 1 @@expert@@
730 1 expressed
731 1 @@eye@@
732 1 fallen
733 1 falling
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737 1 @@feet@@
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740 1 fifth
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743 1 @@final@@
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761 1 foster
762 1 founded
763 1 fourth
764 1 france
765 1 francisco
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768 1 friend
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770 1 @@future@@
771 1 games
772 1 gap
773 1 garage
774 1 garden
775 1 gender
776 1 germany
777 1 gets
778 1 girl
779 1 girls
780 1 @@given@@
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783 1 @@goes@@
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788 1 grown
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790 1 guys
791 1 gym
792 1 hair
793 1 half
794 1 hall
795 1 hallway
796 1 hampshire
797 1 @@hanging@@
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800 1 herself
801 1 hidden
802 1 highest
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804 1 hit
805 1 holes
806 1 hong
807 1 honor
808 1 hope
809 1 @@hot@@
810 1 hour
811 1 @@hours@@
812 1 houston
813 1 human
814 1 hung
815 1 hurry
816 1 identified
817 1 if
818 1 image
819 1 immediate
820 1 improvement
821 1 @@influence@@
822 1 @@information@@
823 1 ingredients
824 1 inherent
825 1 initial
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827 1 instance
828 1 instances
829 1 instant
830 1 instrumental
831 1 interests
832 1 @@international@@
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842 1 itself
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847 1 join
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850 1 jungle
851 1 keeping
852 1 key
853 1 @@kitchen@@
854 1 known
855 1 kong
856 1 lab
857 1 labor
858 1 laboratory
859 1 language
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861 1 largest
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864 1 latter
865 1 law
866 1 @@lay@@
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871 1 letter
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873 1 library
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875 1 lieu
876 1 lines
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878 1 @@literature@@
879 1 lobby
880 1 locked
881 1 locker
882 1 london
883 1 longer
884 1 @@look@@
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886 1 lost
887 1 louis
888 1 @@lower@@
889 1 @@lying@@
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891 1 @@main@@
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893 1 marketplace
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896 1 medical
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900 1 membership
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907 1 million
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909 1 minority
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912 1 model
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914 1 monica
915 1 mood
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917 1 @@morning@@
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920 1 mountains
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924 1 moving
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1002 1 pockets
1003 1 points
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1010 1 preparation
1011 1 @@president@@
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1037 1 @@report@@
1038 1 @@republican@@
1039 1 respect
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1047 1 @@river@@
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1062 1 @@senate@@
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1064 1 served
1065 1 serving
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1068 1 @@several@@
1069 1 shade
1070 1 shadow
1071 1 shadows
1072 1 shop
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1074 1 showed
1075 1 shower
1076 1 @@side@@
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1078 1 @@single@@
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1080 1 sites
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1083 1 sixth
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1087 1 social
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1090 1 sold
1091 1 someone
1092 1 @@something@@
1093 1 sometime
1094 1 somewhere
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1102 1 spite
1103 1 sport
1104 1 @@spot@@
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1120 1 strange
1121 1 @@streets@@
1122 1 struggle
1123 1 studio
1124 1 studios
1125 1 @@subject@@
1126 1 suburbs
1127 1 succeed
1128 1 success
1129 1 successful
1130 1 suit
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1153 1 @@today@@
1154 1 @@top@@
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1157 1 treatment
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1160 1 truck
1161 1 trunk
1162 1 trying
1163 1 tune
1164 1 @@turn@@
1165 1 twentieth
1166 1 twice
1167 1 under
1168 1 universe
1169 1 @@upper@@
1170 1 upstate
1171 1 urban
1172 1 usa
1173 1 useful
1174 1 valley
1175 1 variance
1176 1 @@variety@@
1177 1 vegas
1178 1 vicinity
1179 1 victory
1180 1 village
1181 1 violation
1182 1 virginia
1183 1 visible
1184 1 votes
1185 1 waiting
1186 1 wake
1187 1 @@wall@@
1188 1 warm
1189 1 wheelchair
1190 1 @@whole@@
1191 1 wide
1192 1 wild
1193 1 wilderness
1194 1 wind
1195 1 @@window@@
1196 1 wings
1197 1 winter
1198 1 woods
1199 1 workers
1200 1 workplace
1201 1 worst
1202 1 wrapped
1203 1 @@written@@
1204 1 @@wrong@@
1205 1 yard
1206 1 yourself
1207 1 zealand
on
1 920 @@on@@
2 463 @@the@@
3 87 @@a@@
4 50 @@to@@
5 38 @@his@@
6 21 @@and@@
7 21 @@her@@
8 21 @@was@@
9 19 @@it@@
10 17 @@of@@
11 16 @@this@@
12 14 @@up@@
13 13 @@based@@
14 13 @@going@@
15 13 @@is@@
16 12 @@my@@
17 12 @@what@@
18 11 @@be@@
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20 11 @@side@@
21 11 @@their@@
22 10 @@back@@
23 10 went
24 9 @@an@@
25 9 @@are@@
26 9 @@hand@@
27 9 @@in@@
28 9 @@one@@
29 8 focus
30 8 @@hands@@
31 8 @@head@@
32 8 @@way@@
33 8 @@working@@
34 7 @@been@@
35 7 @@down@@
36 7 @@more@@
37 7 @@own@@
38 7 @@put@@
39 7 @@that@@
40 7 @@were@@
41 7 @@with@@
42 6 @@for@@
43 6 @@he@@
44 6 @@out@@
45 6 @@your@@
46 5 @@day@@
47 5 @@face@@
48 5 @@goes@@
49 5 @@him@@
50 5 impact
51 5 @@its@@
52 5 @@new@@
53 5 @@sat@@
54 5 @@war@@
55 5 @@work@@
56 5 @@you@@
57 4 @@all@@
58 4 @@at@@
59 4 depends
60 4 @@each@@
61 4 @@feet@@
62 4 focused
63 4 @@get@@
64 4 @@have@@
65 4 @@n@@
66 4 @@national@@
67 4 @@not@@
68 4 @@off@@
69 4 @@our@@
70 4 @@part@@
71 4 @@people@@
72 4 shoulder
73 4 @@t@@
74 4 @@them@@
75 4 @@they@@
76 4 @@which@@
77 4 @@who@@
78 4 @@will@@
79 3 attack
80 3 @@bed@@
81 3 @@book@@
82 3 @@but@@
83 3 @@by@@
84 3 depend
85 3 depending
86 3 effect
87 3 emphasis
88 3 @@has@@
89 3 @@here@@
90 3 hill
91 3 how
92 3 @@i@@
93 3 @@information@@
94 3 @@left@@
95 3 @@look@@
96 3 @@move@@
97 3 @@much@@
98 3 @@now@@
99 3 @@other@@
100 3 @@placed@@
101 3 @@report@@
102 3 @@right@@
103 3 sides
104 3 @@sitting@@
105 3 @@spot@@
106 3 @@story@@
107 3 @@take@@
108 3 @@taken@@
109 3 television
110 3 @@than@@
111 3 @@there@@
112 3 @@vote@@
113 3 @@we@@
114 3 @@year@@
115 2 @@also@@
116 2 @@appear@@
117 2 arm
118 2 backs
119 2 ban
120 2 bench
121 2 books
122 2 @@both@@
123 2 bus
124 2 @@come@@
125 2 @@coming@@
126 2 comment
127 2 @@computer@@
128 2 concentrate
129 2 condition
130 2 count
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