## Package version: 2.1.2
## Parallel computing: 2 of 2 threads used.
## See https://quanteda.io for tutorials and examples.
## 
## Attaching package: 'quanteda'
## The following object is masked from 'package:utils':
## 
##     View
## Loading required package: usethis
## 
## Attaching package: 'quanteda.textmodels'
## The following object is masked from 'package:quanteda':
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##     data_dfm_lbgexample
## 
## Attaching package: 'seededlda'
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##     install, install_local

R Markdown

#create corpus

## readtext object consisting of 30 documents and 1 docvar.
## # Description: df[,3] [30 × 3]
##   doc_id             text                docvar1       
##   <chr>              <chr>               <chr>         
## 1 Bougainville1.pdf  "\"         I\"..." Bougainville1 
## 2 Bougainville10.pdf "\" Birth of \"..." Bougainville10
## 3 Bougainville11.pdf "\"          \"..." Bougainville11
## 4 Bougainville12.pdf "\"   Austral\"..." Bougainville12
## 5 Bougainville13.pdf "\"         B\"..." Bougainville13
## 6 Bougainville14.pdf "\"    Increa\"..." Bougainville14
## # … with 24 more rows

#create corpus

## [1] 30
##          docvar1
## 1  Bougainville1
## 2 Bougainville10
## 3 Bougainville11
## 4 Bougainville12
## 5 Bougainville13
## 6 Bougainville14
## Corpus consisting of 30 documents, showing 30 documents:
## 
##                Text Types Tokens Sentences        docvar1
##   Bougainville1.pdf   464   1007        39  Bougainville1
##  Bougainville10.pdf   702   2099        70 Bougainville10
##  Bougainville11.pdf  1407   4715       149 Bougainville11
##  Bougainville12.pdf   527   1119        40 Bougainville12
##  Bougainville13.pdf   449    980        32 Bougainville13
##  Bougainville14.pdf   356    868        24 Bougainville14
##  Bougainville15.pdf   536   1304        38 Bougainville15
##  Bougainville16.pdf   270    553        22 Bougainville16
##  Bougainville17.pdf   658   1684        83 Bougainville17
##  Bougainville18.pdf   283    557        20 Bougainville18
##  Bougainville19.pdf   328    792        22 Bougainville19
##   Bougainville2.pdf   188    361        13  Bougainville2
##  Bougainville20.pdf   458    915        26 Bougainville20
##  Bougainville21.pdf   337    707        19 Bougainville21
##  Bougainville22.pdf   880   2241        85 Bougainville22
##  Bougainville23.pdf   973   4538       161 Bougainville23
##  Bougainville24.pdf   209    471        21 Bougainville24
##  Bougainville25.pdf   282    553        23 Bougainville25
##  Bougainville26.pdf   357    793        33 Bougainville26
##  Bougainville27.pdf   521   1632        51 Bougainville27
##  Bougainville28.pdf   517   1290        40 Bougainville28
##  Bougainville29.pdf   401    868        31 Bougainville29
##   Bougainville3.pdf   257    516        21  Bougainville3
##  Bougainville30.pdf   490   1367        50 Bougainville30
##   Bougainville4.pdf   318    742        26  Bougainville4
##   Bougainville5.pdf   515   1101        41  Bougainville5
##   Bougainville6.pdf   245    495        20  Bougainville6
##   Bougainville7.pdf   791   1944        50  Bougainville7
##   Bougainville8.pdf   477    948        27  Bougainville8
##   Bougainville9.pdf   526   1231        40  Bougainville9

#create dfm

## Length  Class   Mode 
##  94980    dfm     S4

#Cleaning up using tokens

##                    Length Class  Mode     
## Bougainville1.pdf   505   -none- character
## Bougainville10.pdf  912   -none- character
## Bougainville11.pdf 2332   -none- character
## Bougainville12.pdf  552   -none- character
## Bougainville13.pdf  509   -none- character
## Bougainville14.pdf  452   -none- character
## Bougainville15.pdf  653   -none- character
## Bougainville16.pdf  295   -none- character
## Bougainville17.pdf  805   -none- character
## Bougainville18.pdf  271   -none- character
## Bougainville19.pdf  390   -none- character
## Bougainville2.pdf   170   -none- character
## Bougainville20.pdf  462   -none- character
## Bougainville21.pdf  358   -none- character
## Bougainville22.pdf 1191   -none- character
## Bougainville23.pdf 2205   -none- character
## Bougainville24.pdf  238   -none- character
## Bougainville25.pdf  292   -none- character
## Bougainville26.pdf  386   -none- character
## Bougainville27.pdf  740   -none- character
## Bougainville28.pdf  578   -none- character
## Bougainville29.pdf  457   -none- character
## Bougainville3.pdf   277   -none- character
## Bougainville30.pdf  640   -none- character
## Bougainville4.pdf   379   -none- character
## Bougainville5.pdf   583   -none- character
## Bougainville6.pdf   244   -none- character
## Bougainville7.pdf   964   -none- character
## Bougainville8.pdf   511   -none- character
## Bougainville9.pdf   632   -none- character

#kwic doesn’t work with dfm, so you have to use tokens

docname from to pre keyword post pattern
Bougainville1.pdf 19 19 australian broadcast corpor right reserv length word right
Bougainville1.pdf 76 76 interest quirki elect right take three cathol right
Bougainville1.pdf 360 360 now just first right negoti landown mayb right
Bougainville10.pdf 31 31 media group inc right reserv section world right
Bougainville10.pdf 524 524 hakena peac women right campaign bougainvill major right
Bougainville11.pdf 13 13 new pti limit right reserv section pg right
Bougainville11.pdf 1645 1645 religi fraction polit right coloni histori show right
Bougainville11.pdf 1742 1742 clear complex regan right one singl factor right
Bougainville11.pdf 1891 1891 circumst negat notion right develop surmount resource-curs right
Bougainville12.pdf 20 20 public pti limit right reserv length word right
Bougainville13.pdf 36 36 financi time limit right reserv section news right
Bougainville14.pdf 16 16 monitor internat ltd right reserv length word right
Bougainville14.pdf 413 413 export conflict worker right environment damag trigger right
Bougainville15.pdf 34 34 media group inc right reserv section world right
Bougainville15.pdf 605 605 take ownership make right choic readi accept right
Bougainville17.pdf 18 18 public pti limit right reserv length word right
Bougainville17.pdf 195 195 exact bougainvill independ right now bougainvill quit right
Bougainville18.pdf 28 28 media northern ireland right reserv section world right
Bougainville19.pdf 15 15 novemb saturday pina right reserv length word right
Bougainville19.pdf 269 269 celebr vote everi right begin good thing right
Bougainville2.pdf 16 16 new pti limit right reserv section bougainville right
Bougainville21.pdf 16 16 age compani limit right reserv section news right
Bougainville21.pdf 210 210 war broke land- right econom environment issu right
Bougainville21.pdf 338 338 rule law human right sir michael said right
Bougainville22.pdf 14 14 new pti limit right reserv section business right
Bougainville23.pdf 2089 2089 office end year right next step note right
Bougainville26.pdf 19 19 cabl new network right reserv length word right
Bougainville26.pdf 380 380 inc warnermedia compani right reserv load-dat decemb right
Bougainville27.pdf 16 16 new pti limit right reserv section news right
Bougainville27.pdf 417 417 repres peopl bougainvill right decid hold referendum right
Bougainville28.pdf 14 14 pm est llc right reserv length word right
Bougainville29.pdf 16 16 kyodo new servic right reserv length word right
Bougainville3.pdf 18 18 thai new servic right reserv section general right
Bougainville30.pdf 16 16 new pti limit right reserv section news right
Bougainville30.pdf 139 139 propos separ get right seced govern countri right
Bougainville4.pdf 32 32 media group inc right reserv section australia right
Bougainville5.pdf 33 33 est washington post right reserv length word right
Bougainville6.pdf 16 16 new pti limit right reserv section pg right
Bougainville6.pdf 110 110 said earnt peopl right independ may remembr right
Bougainville6.pdf 145 145 said abg head right direct peac independ right
Bougainville7.pdf 434 434 pcp won seat right assur major elect right
Bougainville8.pdf 17 17 agenc franc press right reserv length word right
Bougainville9.pdf 16 16 financi time ltd right reserv pleas cut right
Bougainville9.pdf 523 523 asx-list miner claim right develop panguna follow right
Bougainville9.pdf 576 576 monopoli bougainvill miner right propos confirm autonom right
docname from to pre keyword post pattern
Bougainville1.pdf 1 1 independ loom island bougainvill independ
Bougainville1.pdf 159 159 island prepar referendum independ happen next five independ
Bougainville1.pdf 179 179 affair water page independ loom island bougainvill independ
Bougainville1.pdf 275 275 bougainvillian anyway issu independ bougainvill becam key independ
Bougainville1.pdf 491 491 interest water page independ loom island bougainvill independ
Bougainville10.pdf 4 4 birth nation bougainvill independ referendum explain vote independ
Bougainville10.pdf 100 100 expect overwhelm favour independ observ anticip yes independ
Bougainville10.pdf 123 123 heart stori bougainvillean independ mine lie centr independ
Bougainville10.pdf 148 148 new guinea becam independ australia bougainvillean began independ
Bougainville10.pdf 222 222 birth nation bougainvill independ referendum explain vote independ
Bougainville10.pdf 272 272 agreement thorni issu independ dealt side agre independ
Bougainville10.pdf 276 276 dealt side agre independ referendum must held independ
Bougainville10.pdf 294 294 whether bougainvill becom independ countri rest png independ
Bougainville10.pdf 511 511 greater autonomi png independ littl question way independ
Bougainville10.pdf 531 531 bougainvillean want vote independ say want free independ
Bougainville10.pdf 558 558 develop industri question independ bougainvill support hang independ
Bougainville10.pdf 568 568 birth nation bougainvill independ referendum explain vote independ
Bougainville10.pdf 619 619 count group vote independ fear independ bougainvill independ
Bougainville10.pdf 621 621 vote independ fear independ bougainvill abl provid independ
Bougainville10.pdf 642 642 becom free becom independ nation vote greater independ
Bougainville10.pdf 724 724 peopl assum vote independ parti next day independ
Bougainville10.pdf 728 728 parti next day independ now realis case independ
Bougainville10.pdf 752 752 observ estim decad independ bougainvill establish fear independ
Bougainville10.pdf 812 812 marap regard open independ bougainvill intern organis independ
Bougainville10.pdf 875 875 birth nation bougainvill independ referendum explain vote independ
Bougainville11.pdf 258 258 scatter mani larg independ societi bougainvill first independ
Bougainville11.pdf 402 402 papua new guinean independ howev papuan parliament independ
Bougainville11.pdf 442 442 made unilater declar independ republ north solomon independ
Bougainville11.pdf 641 641 respond unilater declar independ new govern papua independ
Bougainville11.pdf 938 938 new guinea nation independ mine closur nation independ
Bougainville11.pdf 1136 1136 limit option guarante independ livelihood compens forthcom independ
Bougainville11.pdf 1340 1340 new guinea sinc independ increas disaffect nation independ
Bougainville11.pdf 1451 1451 papua new guinean independ bougainvill pursu possibl independ
Bougainville11.pdf 1487 1487 gather view peopl independ resist group except independ
Bougainville11.pdf 1539 1539 polit autonomi bougainvill independ reappear nation scene independ
Bougainville11.pdf 1554 1554 founder bra pursu independ blockad began import independ
Bougainville11.pdf 1583 1583 small still larg independ societi communiti tend independ
Bougainville11.pdf 1943 1943 practic sourc govern independ state papua new independ
Bougainville11.pdf 2177 2177 unilater declar bougainvillean independ may p3 regan independ
Bougainville12.pdf 7 7 heart bougainvill push independ age melbourn australia independ
Bougainville12.pdf 78 78 card signifi vote independ bougainvill box vote independ
Bougainville12.pdf 174 174 clear major opt independ still unsur vote independ
Bougainville12.pdf 211 211 basic servic vote independ one also vote independ
Bougainville12.pdf 221 221 way vote box independ marilyn havini nee independ
Bougainville12.pdf 255 255 heart bougainvill push independ mose handsom chief independ
Bougainville12.pdf 367 367 moresbi first declar independ two week png independ
Bougainville12.pdf 372 372 week png becam independ australia septemb first independ
Bougainville12.pdf 424 424 away chanc vote independ today referendum mrs independ
Bougainville12.pdf 543 543 whether expect result independ get ratifi png independ
Bougainville13.pdf 10 10 papua new guinea independ vote island lost independ
Bougainville13.pdf 47 47 jamie smyth bodi independ vote lead creation independ
Bougainville13.pdf 232 232 papua new guinea independ vote island lost independ
Bougainville13.pdf 284 284 resound vote favour independ papua new guinea independ
Bougainville13.pdf 313 313 govern oblig grant independ jame marap png independ
Bougainville13.pdf 324 324 intent said polit independ meaningless bougainvill without independ
Bougainville13.pdf 331 331 first achiev econom independ goal peac deal independ
Bougainville13.pdf 341 341 govern fear grant independ bougainvill encourag png independ
Bougainville13.pdf 350 350 ignor clear vote independ provok frustrat bougainvill independ
Bougainville13.pdf 410 410 incom stream prepar independ founder rio tinto independ
Bougainville14.pdf 6 6 png bougainvill vote independ busi monitor online independ
Bougainville14.pdf 36 36 overwhelm vote favour independ histor referendum referendum independ
Bougainville14.pdf 105 105 overwhelm vote favour independ histor referendum referendum independ
Bougainville14.pdf 171 171 vote overwhelm favour independ two-week referendum finish independ
Bougainville14.pdf 183 183 voter particip chose independ png option greater independ
Bougainville14.pdf 263 263 png bougainvill vote independ note score lower independ
Bougainville14.pdf 302 302 seek greater autonomi independ howev though major independ
Bougainville14.pdf 307 307 though major support independ expect margin victori independ
Bougainville14.pdf 344 344 violenc unilater declar independ bougainvill leadership.w expect independ
Bougainville15.pdf 7 7 risk ahead bougainvill independ vote refus papua independ
Bougainville15.pdf 65 65 refus recognis vote independ research paper lowi independ
Bougainville15.pdf 92 92 said bougainvill readi independ bougainvillean saw altern independ
Bougainville15.pdf 119 119 vote either total independ greater autonomi within independ
Bougainville15.pdf 152 152 dispos set deadlin independ referendum referendum push independ
Bougainville15.pdf 180 180 expect vote favour independ lowi report written independ
Bougainville15.pdf 233 233 risk ahead bougainvill independ vote refus papua independ
Bougainville15.pdf 289 289 anoth unilater declar independ bougainvill pacif countri independ
Bougainville15.pdf 320 320 might set long-run independ struggl west papua independ
Bougainville15.pdf 419 419 talk reopen either independ spark hostil prompt independ
Bougainville15.pdf 436 436 reopen panguna essenti independ bougainvill econom self-suffici independ
Bougainville15.pdf 491 491 ahead o’keeff note independ bougainvill begin one independ
Bougainville15.pdf 518 518 countri show newli independ bougainvill sustain independ independ
Bougainville15.pdf 521 521 independ bougainvill sustain independ futur need dedic independ
Bougainville15.pdf 552 552 risk ahead bougainvill independ vote refus papua independ
Bougainville16.pdf 68 68 promis referendum full independ papua new guinea independ
Bougainville16.pdf 135 135 line peopl bougainvill independ mine fund png independ
Bougainville16.pdf 139 139 mine fund png independ can fund bougainvill independ
Bougainville16.pdf 144 144 fund bougainvill autonomi independ said bougainvill copper independ
Bougainville16.pdf 223 223 order bougainvill generat independ said water page independ
Bougainville17.pdf 48 48 conflict peac campaign independ tini group island independ
Bougainville17.pdf 63 63 vote begun bougainvill independ referendum bougainvillean final independ
Bougainville17.pdf 101 101 bougainvill happen like independ referendum end struggl independ
Bougainville17.pdf 163 163 island separatist declar independ png mid-70 time independ
Bougainville17.pdf 194 194 visit exact bougainvill independ right now bougainvill independ
Bougainville17.pdf 201 201 quit countri quit independ parliament border law independ
Bougainville17.pdf 334 334 war australia grant independ papua new guinea independ
Bougainville17.pdf 345 345 despit immedi declar independ secessionist within countri independ
Bougainville17.pdf 358 358 civil war push independ larg peac formal independ
Bougainville17.pdf 531 531 box two vote independ close watcher vote independ
Bougainville17.pdf 584 584 peopl bougainvill support independ deni png govern independ
Bougainville17.pdf 608 608 explicit commit back independ thank peopl bougainvill independ
Bougainville18.pdf 3 3 bougainvill vote independ papua new guinea independ
Bougainville18.pdf 9 9 guinea referendum non-bind independ need negoti leader independ
Bougainville18.pdf 23 23 decemb wednesday gmt independ new media northern independ
Bougainville18.pdf 49 49 referendum favour gain independ papua new guinea independ
Bougainville18.pdf 69 69 howev referendum non-bind independ need negoti leader independ
Bougainville18.pdf 152 152 sourc bougainvill becom independ process becom separ independ
Bougainville18.pdf 180 180 page bougainvill vote independ papua new guinea independ
Bougainville18.pdf 186 186 guinea referendum non-bind independ need negoti leader independ
Bougainville19.pdf 9 9 year time line independ png pacnews novemb independ
Bougainville19.pdf 50 50 time-lin negoti possibl independ papua new guinea independ
Bougainville19.pdf 72 72 choic #2 vote independ png bougainvill verg independ
Bougainville19.pdf 142 142 vote overwhelm favour independ dr momi said independ
Bougainville19.pdf 185 185 result view overwhelm independ said dr momi independ
Bougainville19.pdf 218 218 year time line independ png well hope independ
Bougainville19.pdf 320 320 happen conclud option independ us see whether independ
Bougainville19.pdf 361 361 komai coverag bougainvill independ made possibl fund independ
Bougainville2.pdf 75 75 tell must support independ bougainvill ad fought independ
Bougainville2.pdf 111 111 proper guidanc govern independ way forward bougainvill independ
Bougainville2.pdf 131 131 approach deal issu independ bougainvill govern maintain independ
Bougainville2.pdf 137 137 maintain decis becom independ otherwis rest peopl independ
Bougainville20.pdf 33 33 jun bodi referendum independ within next five independ
Bougainville20.pdf 156 156 new guinea upon independ arm conflict erupt independ
Bougainville20.pdf 221 221 negoti referendum eventu independ bougainvill give landown independ
Bougainville20.pdf 228 228 opportun take part independ decis resourc water independ
Bougainville20.pdf 317 317 grassroot elit expect independ key better futur independ
Bougainville21.pdf 44 44 autonomi promis possibl independ bougainvill claim signific independ
Bougainville21.pdf 149 149 decis canva possibl independ ballot autonomi quantum independ
Bougainville21.pdf 167 167 resolut oppos bougainvill independ accord loloata understand independ
Bougainville21.pdf 177 177 aspir bind referendum independ call bougainvill leader independ
Bougainville21.pdf 295 295 pois grant bougainvill independ referendum time resign independ
Bougainville22.pdf 233 233 guinea path eventu independ laid well run independ
Bougainville22.pdf 257 257 png must reach independ throughout 1940s 50s independ
Bougainville22.pdf 282 282 prepar png eventu independ gough whitlam elect independ
Bougainville22.pdf 292 292 determin acceler progress independ achiev late michael independ
Bougainville22.pdf 298 298 michael somar becam independ png first prime independ
Bougainville22.pdf 309 309 perform might rush independ isol png highland independ
Bougainville22.pdf 321 321 coupl decad hesit independ white planter throughout independ
Bougainville22.pdf 377 377 kind associ tail independ histori png largest independ
Bougainville22.pdf 416 416 assist earli decad independ australian aid import independ
Bougainville22.pdf 499 499 panguna heart long independ struggl bougainvill provinc independ
Bougainville22.pdf 504 504 bougainvill provinc bougainvill independ leader believ island independ
Bougainville22.pdf 517 517 environment damag fierc independ struggl led franci independ
Bougainville22.pdf 796 796 peac agreement vote independ bougainvill next year independ
Bougainville22.pdf 1043 1043 png becom fulli independ michael somar becom independ
Bougainville22.pdf 1134 1134 autonomi referendum held independ may option somar independ
Bougainville23.pdf 490 490 arm conflict issu independ island bougainvill govern independ
Bougainville23.pdf 1521 1521 referendum includ separ independ bougainvill option signific independ
Bougainville24.pdf 75 75 autonomi self-govern short independ shall establish bougainvill independ
Bougainville24.pdf 162 162 nation referendum issu independ bougainvill shall held independ
Bougainville24.pdf 182 182 view peopl bougainvill independ bougainvill move independ independ
Bougainville24.pdf 185 185 independ bougainvill move independ support govern png independ
Bougainville24.pdf 194 194 peopl bougainvill choos independ remain within png independ
Bougainville24.pdf 201 201 peopl bougainvill reject independ water page bougainvill independ
Bougainville24.pdf 214 214 referendum process movement independ follow vote favour independ
Bougainville24.pdf 218 218 follow vote favour independ shall determin bougainvill independ
Bougainville25.pdf 2 2 bougainvill independ meet cancel confront independ
Bougainville25.pdf 148 148 autonomi eventu referendum independ constitut chang still independ
Bougainville25.pdf 208 208 water page bougainvill independ meet cancel confront independ
Bougainville25.pdf 214 214 confront case behalf independ leader franci ona independ
Bougainville25.pdf 270 270 bougainvill led declar independ guerrilla leader franci independ
Bougainville26.pdf 2 2 bougainvill independ vote deliv emphat independ
Bougainville26.pdf 38 38 countri form new independ nation author announc independ
Bougainville26.pdf 45 45 wednesday peopl vote independ referendum bougainvill group independ
Bougainville26.pdf 69 69 announc near vote independ less vote remain independ
Bougainville26.pdf 114 114 countri fail attempt independ simmer discont erupt independ
Bougainville26.pdf 143 143 becom countri bougainvill independ campaign brace next independ
Bougainville26.pdf 223 223 eddie mohin campaign independ year hail day independ
Bougainville26.pdf 247 247 water page bougainvill independ vote deliv emphat independ
Bougainville26.pdf 258 258 nation along desir independ blood said ancestor independ
Bougainville26.pdf 269 269 sure issu fight independ put rest ask independ
Bougainville26.pdf 333 333 indic overwhelm demand independ papua new guinea independ
Bougainville26.pdf 345 345 said meantim campaign independ look forward mohin independ
Bougainville26.pdf 360 360 health servic prepar independ futur just want independ
Bougainville27.pdf 134 134 referendum held perhap independ bougainvill consid requir independ
Bougainville27.pdf 200 200 whether purpos autonomi independ neither mean fiscal independ
Bougainville27.pdf 209 209 pre-condit either referendum independ howev broader mean independ
Bougainville27.pdf 295 295 readi either referendum independ also quit evid independ
Bougainville27.pdf 543 543 includ choic separ independ bougainvill constitut clear independ
Bougainville27.pdf 563 563 alway one option independ undp report peac independ
Bougainville27.pdf 574 574 need clear referendum independ referendum bougainvill futur independ
Bougainville27.pdf 580 580 futur polit status independ option can option independ
Bougainville27.pdf 586 586 option continu autonomi independ need discuss sooner independ
Bougainville27.pdf 606 606 provid choic separ independ part question requir independ
Bougainville27.pdf 622 622 like involv choic independ autonomi water page independ
Bougainville27.pdf 648 648 free associ png independ gradual attain period independ
Bougainville27.pdf 655 655 year defer decis independ anoth referendum held independ
Bougainville28.pdf 55 55 now view vote independ greater autonomi held independ
Bougainville28.pdf 68 68 bougainvill greater autonomi independ bougainvill peopl enrol independ
Bougainville28.pdf 87 87 predict voter choos independ driven separ ethnic independ
Bougainville28.pdf 202 202 endors yes vote independ nation govern endors independ
Bougainville28.pdf 208 208 endors yes vote independ nation govern oppos independ
Bougainville28.pdf 217 217 either greater autonomi independ need extend transit independ
Bougainville28.pdf 223 223 transit period yes independ particular requir signific independ
Bougainville28.pdf 308 308 strong vote favour independ two former independ independ
Bougainville28.pdf 311 311 independ two former independ fighter jame tani independ
Bougainville28.pdf 431 431 bougainvill signal need independ mediat push along independ
Bougainville29.pdf 4 4 bougainvill prepar long-await independ vote japan econom independ
Bougainville29.pdf 53 53 year make negoti independ referendum culmin peac independ
Bougainville29.pdf 200 200 box voter choos independ greater autonomi papua independ
Bougainville29.pdf 212 212 referendum commiss explain independ establish new nation independ
Bougainville29.pdf 261 261 bougainvill prepar long-await independ vote accord australia independ
Bougainville29.pdf 274 274 bougainvillean expect vote independ howev referendum nonbind independ
Bougainville29.pdf 367 367 watch final outcom independ referendum china extend independ
Bougainville29.pdf 414 414 bougainvill nation likewis independ bougainvill also set independ
Bougainville29.pdf 419 419 also set preced independ movement region west independ
Bougainville29.pdf 425 425 west papua call independ indonesia final day independ
Bougainville3.pdf 6 6 guinea bougainvill vote independ papua new guinea independ
Bougainville3.pdf 51 51 ballot saturday referendum independ papua new guinea independ
Bougainville3.pdf 56 56 new guinea vote independ pass autonom provinc independ
Bougainville3.pdf 64 64 becom world newest independ nation referendum part independ
Bougainville3.pdf 93 93 new guinea complet independ reliabl opinion poll independ
Bougainville3.pdf 99 99 poll support full independ expect win howev independ
Bougainville3.pdf 106 106 referendum nonbind vote independ requir ratif papuan independ
Bougainville3.pdf 113 113 parliament although fear independ bougainvill set preced independ
Bougainville3.pdf 117 117 bougainvill set preced independ movement tribal divers independ
Bougainville3.pdf 162 162 excit grew possibl independ bougainvill region presid independ
Bougainville3.pdf 204 204 guinea bougainvill vote independ papua new guinea independ
Bougainville3.pdf 237 237 conflict bougainvill becom independ mine reopen provid independ
Bougainville30.pdf 116 116 part countri becom independ seced countri outcom independ
Bougainville30.pdf 133 133 percentag voter support independ achiev area propos independ
Bougainville30.pdf 148 148 step necessari facilit independ part countri concern independ
Bougainville30.pdf 240 240 bougainvillean possibl referendum independ bougainvill view differ independ
Bougainville30.pdf 257 257 group prefer immedi independ reluct accept referendum independ
Bougainville30.pdf 261 261 reluct accept referendum independ democrat basi make independ
Bougainville30.pdf 394 394 referendum vote favour independ png oppos referendum independ
Bougainville30.pdf 411 411 threat bougainvillean oppos independ differ referendum issu independ
Bougainville4.pdf 8 8 compar bougainvill bid independ scotland john kerr independ
Bougainville4.pdf 64 64 queen plan bougainvill independ law oppos australia independ
Bougainville4.pdf 105 105 oil reserv fund independ document releas australia independ
Bougainville4.pdf 128 128 grew png declar independ australia retain queen independ
Bougainville4.pdf 178 178 month png secur independ australia done legal independ
Bougainville4.pdf 193 193 compar bougainvill bid independ scotland john kerr independ
Bougainville4.pdf 283 283 say unfortun eve independ queen read kerr independ
Bougainville4.pdf 303 303 drove hope scottish independ said possibl troubl independ
Bougainville4.pdf 371 371 vote overwhelm becom independ png non-bind referendum independ
Bougainville5.pdf 17 17 bougainvill vote overwhelm independ papua new guinea independ
Bougainville5.pdf 130 130 percent vote favor independ hint difficult negoti independ
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Bougainville9.pdf 627 627 island make transit independ load-dat februari end independ
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Bougainville10.pdf 463 463 say claudio want free cours next two free
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Bougainville9.pdf 536 536 challeng autonom govern decis strip mine leas decis
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Bougainville1.pdf 47 47 lead bougainvill toward referendum whether split png referendum
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Bougainville1.pdf 313 313 can make break referendum third reason australian referendum
Bougainville10.pdf 5 5 nation bougainvill independ referendum explain vote year referendum
Bougainville10.pdf 59 59 sea begin vote referendum determin belov homeland referendum
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Bougainville10.pdf 344 344 mauricio claudio chief referendum offic bougainvill referendum referendum
Bougainville10.pdf 347 347 referendum offic bougainvill referendum commiss brc set referendum
Bougainville10.pdf 360 360 brc given implement referendum say claudio american referendum
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Bougainville10.pdf 715 715 bougainvill peac agreement referendum said earli day referendum
Bougainville10.pdf 734 734 case non- bind referendum leadership png bougainvill referendum
Bougainville10.pdf 781 781 disappoint come fore referendum boeg say cours referendum
Bougainville10.pdf 821 821 violenc region result referendum hakena experi civil referendum
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Bougainville12.pdf 156 156 can peac vote referendum non-bind requir negoti referendum
Bougainville12.pdf 426 426 vote independ today referendum mrs havini believ referendum
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Bougainville13.pdf 70 70 largest copper deposit referendum rais hope better referendum
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Bougainville17.pdf 473 473 valu $ billion referendum proceed poll open referendum
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Bougainville17.pdf 657 657 thing reiter outcom referendum shall deliber leader referendum
Bougainville18.pdf 7 7 papua new guinea referendum non-bind independ need referendum
Bougainville18.pdf 46 46 region bougainvill vote referendum favour gain independ referendum
Bougainville18.pdf 55 55 guinea cheer bougainvill referendum commiss chairman berti referendum
Bougainville18.pdf 67 67 semi-autonom provinc howev referendum non-bind independ need referendum
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Bougainville18.pdf 184 184 papua new guinea referendum non-bind independ need referendum
Bougainville19.pdf 59 59 cast ballot histor referendum vote saturday dr referendum
Bougainville2.pdf 102 102 futur warn confus referendum vote peopl left referendum
Bougainville20.pdf 32 32 australia jun bodi referendum independ within next referendum
Bougainville20.pdf 130 130 candid enrol voter referendum provid bougainvill peac referendum
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Bougainville23.pdf 1506 1506 resourc place guarante referendum among bougainvillean bougainvill referendum
Bougainville23.pdf 1518 1518 agre condit appli referendum includ separ independ referendum
Bougainville24.pdf 160 160 secretary-gener unite nation referendum issu independ bougainvill referendum
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Bougainville24.pdf 176 176 includ provis one referendum necessari determin view referendum
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Bougainville24.pdf 211 211 autonomi outlin time referendum process movement independ referendum
Bougainville25.pdf 147 147 state-lik autonomi eventu referendum independ constitut chang referendum
Bougainville26.pdf 46 46 peopl vote independ referendum bougainvill group island referendum
Bougainville26.pdf 64 64 guinea wednesday afternoon referendum committe announc near referendum
Bougainville26.pdf 175 175 valuabl natur resourc referendum long time come referendum
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Bougainville27.pdf 2 2 bougainvill referendum explain part six referendum
Bougainville27.pdf 88 88 expect consid consult referendum date basi argu referendum
Bougainville27.pdf 109 109 plan decision-mak aspect referendum particular seek ensur referendum
Bougainville27.pdf 131 131 govern also condit referendum held perhap independ referendum
Bougainville27.pdf 208 208 legal pre-condit either referendum independ howev broader referendum
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Bougainville28.pdf 5 5 melanesian way beyond referendum blog aspi strategist referendum
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Bougainville29.pdf 164 164 mirinka commission bougainvill referendum commiss said press referendum
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Bougainville29.pdf 368 368 final outcom independ referendum china extend diplomat referendum
Bougainville29.pdf 429 429 indonesia final day referendum campaign side stop referendum
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Bougainville3.pdf 50 50 cast ballot saturday referendum independ papua new referendum
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Bougainville3.pdf 82 82 least peopl dead referendum present two option referendum
Bougainville3.pdf 103 103 expect win howev referendum nonbind vote independ referendum
Bougainville3.pdf 125 125 new guinea reject referendum risk destabil peac referendum
Bougainville3.pdf 131 131 peac process result referendum expect least mid-decemb referendum
Bougainville30.pdf 2 2 bougainvill referendum explain part two referendum
Bougainville30.pdf 24 24 length word bodi referendum mani way like referendum
Bougainville30.pdf 40 40 one issu provis referendum shall held detail referendum
Bougainville30.pdf 70 70 sub-nat legislatur recent referendum catalonia spain possibl referendum
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Bougainville30.pdf 106 106 requir mani instanc referendum use resolv divis referendum
Bougainville30.pdf 120 120 seced countri outcom referendum bind parti exampl referendum
Bougainville30.pdf 126 126 exampl constitut provis referendum can specifi requir referendum
Bougainville30.pdf 152 152 part countri concern referendum sometim describ mandatori referendum
Bougainville30.pdf 161 161 case outcom bind referendum often describ consult referendum
Bougainville30.pdf 188 188 key featur bougainvill referendum particular reason defer referendum
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Bougainville30.pdf 208 208 water page bougainvill referendum explain part two referendum
Bougainville30.pdf 213 213 part two bougainvill referendum origin provid bougainvill referendum
Bougainville30.pdf 239 239 amongst bougainvillean possibl referendum independ bougainvill view referendum
Bougainville30.pdf 260 260 independ reluct accept referendum independ democrat basi referendum
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Bougainville30.pdf 413 413 oppos independ differ referendum issu extrem difficult referendum
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Bougainville30.pdf 612 612 agre constitut guarante referendum defer longer period referendum
Bougainville4.pdf 374 374 independ png non-bind referendum load-dat juli end referendum
Bougainville5.pdf 96 96 new guinea friday referendum result present act referendum
Bougainville5.pdf 166 166 peac agreement led referendum must honor promis referendum
Bougainville5.pdf 252 252 follow unite nations-sponsor referendum three year earlier referendum
Bougainville5.pdf 547 547 minist ireland oversaw referendum said phone interview referendum
Bougainville7.pdf 286 286 task prepar provinc referendum full independ papua referendum
Bougainville8.pdf 41 41 saturday start long-await referendum independ papua new referendum
Bougainville8.pdf 181 181 butcher cow pig referendum day feast result referendum
Bougainville8.pdf 246 246 excit voter saturday referendum one step long referendum
Bougainville8.pdf 333 333 establish peac chief referendum offic mauricio claudio referendum
Bougainville8.pdf 409 409 buka market run-up referendum independ bougainvill instant referendum
Bougainville9.pdf 67 67 result expect decemb referendum rais hope better referendum
Bougainville9.pdf 240 240 forc panguna close referendum bougainvill size french referendum
Bougainville9.pdf 281 281 one intern observ referendum result announc decemb referendum
Bougainville9.pdf 382 382 ahern chair bougainvill referendum commiss told ft referendum
Bougainville9.pdf 510 510 investor specul whether referendum may enabl bcl referendum
Bougainville9.pdf 545 545 guinea court prior referendum john momi presid referendum
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Bougainville11.pdf 263 263 bougainvill first came coloni control german german coloni
Bougainville11.pdf 1646 1646 fraction polit right coloni histori show import coloni
Bougainville15.pdf 352 352 bougainvill histori includ coloni administr year conflict coloni
Bougainville22.pdf 29 29 bodi australia former coloni thorni histori countri coloni
Bougainville22.pdf 88 88 uniqu png former coloni australia feder next coloni
Bougainville22.pdf 94 94 next year becam coloni power former british coloni
Bougainville22.pdf 114 114 britain british activ coloni role australian end coloni
Bougainville22.pdf 264 264 60s place former coloni power southeast asia coloni
Bougainville22.pdf 938 938 rule papua direct coloni australian mick danni coloni
Bougainville26.pdf 102 102 bougainvill former australian coloni territori fractious relationship coloni
Bougainville3.pdf 28 28 bodi former german coloni becom world newest coloni
Bougainville7.pdf 811 811 png relat former coloni power australia continu coloni
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Bougainville11.pdf 280 280 world war australia occupi german territori pacif occupi
Bougainville11.pdf 293 293 includ bougainvill japanes occupi main island second occupi
Bougainville17.pdf 288 288 war australian troop occupi island australia grant occupi
Bougainville17.pdf 316 316 ii saw japan occupi territori us australian occupi
Bougainville22.pdf 107 107 claim administ distant occupi part germani netherland occupi
Bougainville22.pdf 921 921 known papua australia occupi german new guinea occupi
Bougainville22.pdf 959 959 inhabit japanes troop occupi new guinea papua occupi
Bougainville3.pdf 262 262 follow war australia occupi island becam part occupi
Bougainville5.pdf 460 460 south pacif japan occupi then-australian-administ bougainvill fifteen occupi
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Bougainville5.pdf 81 81 u.s australian forc liber island japanes occup liber
Bougainville5.pdf 383 383 interview friday kind liber us emerg new liber
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Bougainville22.pdf 652 652 canberra given de facto secur guarante png facto
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Bougainville11.pdf 1915 1915 full particip provid equal opportun distribut essenc equal
Bougainville20.pdf 455 455 dream progress toward equal inclus develop load-dat equal
Bougainville29.pdf 148 148 region histori close equal men women enrol equal
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Bougainville1.pdf 209 209 mine turn civil war smoulder 90s ragtag war
Bougainville1.pdf 425 425 weapon use civil war dispos possibl conflict war
Bougainville10.pdf 78 78 devast decade-long civil war govern papua new war
Bougainville10.pdf 119 119 predict gold copper war heart stori bougainvillean war
Bougainville10.pdf 210 210 develop full-blown civil war saw estim peopl war
Bougainville10.pdf 336 336 day scar brutal war still felt tremend war
Bougainville10.pdf 825 825 hakena experi civil war lost mani famili war
Bougainville11.pdf 278 278 number first world war australia occupi german war
Bougainville11.pdf 298 298 island second world war offens japanes troop war
Bougainville11.pdf 311 311 revert australian control war time unite nation war
Bougainville11.pdf 1674 1674 differ caus civil war differ grievanc person war
Bougainville12.pdf 143 143 mark culmin nine-year war 1988-1997 cost live war
Bougainville12.pdf 198 198 buka bad memori war bras pro-independ guerrilla war
Bougainville12.pdf 304 304 frown upon bitter war year exil australia war
Bougainville13.pdf 63 63 wit brutal civil war link one world war
Bougainville13.pdf 82 82 miss educ decade-long war cost live tenth war
Bougainville13.pdf 217 217 local erupt civil war forc panguna close war
Bougainville14.pdf 207 207 sign decade-long civil war non-bind vote mean war
Bougainville14.pdf 419 419 trigger devast civil war mine remain close war
Bougainville15.pdf 87 87 sinc second world war paper said bougainvill war
Bougainville15.pdf 130 130 formal end decade-long war blockad estim 10,000-15,000 war
Bougainville16.pdf 49 49 bougainvill violent civil war now want reopen war
Bougainville16.pdf 81 81 bloodi decade-long guerilla war claim estim live war
Bougainville17.pdf 95 95 sinc end world war ii exact bougainvill war
Bougainville17.pdf 219 219 bloodi decade-long civil war war saw secessionist war
Bougainville17.pdf 220 220 decade-long civil war war saw secessionist bougainvill war
Bougainville17.pdf 285 285 archipelago south world war australian troop occupi war
Bougainville17.pdf 310 310 versaill end world war world war ii war
Bougainville17.pdf 312 312 world war world war ii saw japan war
Bougainville17.pdf 331 331 stewardship png end war australia grant independ war
Bougainville17.pdf 356 356 sinc end civil war push independ larg war
Bougainville17.pdf 427 427 contribut outbreak civil war late 80s may war
Bougainville18.pdf 100 100 agreement end civil war least peopl die war
Bougainville20.pdf 56 56 emerg decade-long civil war year ago john war
Bougainville21.pdf 200 200 agreement said bougainvill war thorn side success war
Bougainville21.pdf 207 207 png govern sinc war broke land- right war
Bougainville22.pdf 145 145 part territori world war first shot fire war
Bougainville22.pdf 189 189 battl australia world war ii historian claim war
Bougainville22.pdf 220 220 wound digger world war ii former german war
Bougainville22.pdf 1087 1087 succeed wingti civil war start bougainvill trigger war
Bougainville25.pdf 232 232 commit various atroc war crime includ militari war
Bougainville25.pdf 241 241 medic suppli island war spark year alleg war
Bougainville25.pdf 278 278 caus death outright war mainland armi polic war
Bougainville25.pdf 283 283 armi polic civil war starvat diseas childbirth war
Bougainville26.pdf 120 120 erupt nine-year civil war left thousand peopl war
Bougainville26.pdf 159 159 territori content civil war part disput mine war
Bougainville26.pdf 184 184 grant limit autonomi war end although still war
Bougainville26.pdf 232 232 veteran fought civil war said work around war
Bougainville28.pdf 94 94 ident residu animos war year failur current war
Bougainville29.pdf 62 62 end bougainvill civil war decade-long conflict larg war
Bougainville29.pdf 94 94 region sinc world war ii estim ten war
Bougainville29.pdf 315 315 econom standpoint civil war crippl bougainvill one war
Bougainville3.pdf 73 73 end bloodi civil war bougainvill papua new war
Bougainville3.pdf 253 253 investor 1880s world war bougainvill part german war
Bougainville3.pdf 260 260 new guinea follow war australia occupi island war
Bougainville4.pdf 157 157 spark bloodi civil war kill estim peopl war
Bougainville4.pdf 362 362 autonomi decade-long civil war led autonomi region war
Bougainville5.pdf 73 73 bougainvill bitter civil war end almost three-quart war
Bougainville5.pdf 284 284 richest provinc civil war broke late 1980s war
Bougainville5.pdf 311 311 bougainvill revolutionari armi war end bougainvill grant war
Bougainville5.pdf 358 358 famili fled civil war now live port war
Bougainville5.pdf 502 502 bougainvill civilian die war today bougainvill thrive war
Bougainville6.pdf 54 54 lost ten-year civil war reclus panguna command war
Bougainville6.pdf 168 168 word bougainvill civil war trigger dissatisfi landown war
Bougainville6.pdf 192 192 copper mine declar war peopl report peopl war
Bougainville8.pdf 146 146 end brutal decade-long war bougainvill rebel png war
Bougainville8.pdf 453 453 lowi institut 1988-1998 war root struggl revenu war
Bougainville9.pdf 51 51 wit brutal civil war link one world war
Bougainville9.pdf 80 80 miss educ decade-long war cost live tenth war
Bougainville9.pdf 236 236 local erupt civil war forc panguna close war
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## Tokens consisting of 30 documents and 1 docvar.
## Bougainville1.pdf :
##  [1] "independ"    "loom"        "island"      "bougainvill" "goe"        
##  [6] "poll"        "abc"         "transcript"  "australia"   "correspond" 
## [11] "report"      "aest"       
## [ ... and 493 more ]
## 
## Bougainville10.pdf :
##  [1] "birth"       "nation"      "bougainvill" "independ"    "referendum" 
##  [6] "explain"     "vote"        "year"        "make"        "saturday"   
## [11] "resid"       "remot"      
## [ ... and 900 more ]
## 
## Bougainville11.pdf :
##  [1] "bougainvill" "conflict"    "png"         "post-couri"  "australia"  
##  [6] "decemb"      "wednesday"   "edition"     "nationwid"   "new"        
## [11] "pti"         "limit"      
## [ ... and 2,320 more ]
## 
## Bougainville12.pdf :
##  [1] "australian"  "love"        "stori"       "heart"       "bougainvill"
##  [6] "push"        "independ"    "age"         "melbourn"    "australia"  
## [11] "online"      "novemb"     
## [ ... and 540 more ]
## 
## Bougainville13.pdf :
##  [1] "bougainvill" "poll"        "rais"        "resourc"     "curs"       
##  [6] "fear"        "papua"       "new"         "guinea"      "independ"   
## [11] "vote"        "island"     
## [ ... and 497 more ]
## 
## Bougainville14.pdf :
##  [1] "increas"     "uncertainti" "png"         "bougainvill" "vote"       
##  [6] "independ"    "busi"        "monitor"     "online"      "decemb"     
## [11] "friday"      "busi"       
## [ ... and 440 more ]
## 
## [ reached max_ndoc ... 24 more documents ]
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Bougainville.tokens2

#create dfm from first tokenized steps

#word cloud

#co-occurance

##    govern     stage     unpob constitut      peac      said   process   complet 
##     63892     63765     60078     53448     51167     50748     47670     41970 
##      mine     peopl 
##     38217     37362
##  [1] "govern"         "stage"          "unpob"          "constitut"     
##  [5] "peac"           "said"           "process"        "complet"       
##  [9] "mine"           "peopl"          "develop"        "bougainvillean"
## [13] "council"        "secur"          "ona"            "nation"        
## [17] "weapon"         "ii"             "unite"          "group"         
## [21] "also"           "end"            "continu"        "parti"         
## [25] "panguna"