## 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':
## 
##     data_dfm_lbgexample
## 
## Attaching package: 'seededlda'
## The following object is masked from 'package:stats':
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##     terms
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##     lint
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## Attaching package: 'packrat'
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## 
##     install, install_local

R Markdown

#create corpus

## readtext object consisting of 30 documents and 2 docvars.
## # Description: df[,4] [30 × 4]
##   doc_id           text                docvar1 docvar2
##   <chr>            <chr>               <chr>   <chr>  
## 1 Irian_Jaya1.pdf  "\"          \"..." Irian   Jaya1  
## 2 Irian_Jaya10.pdf "\"          \"..." Irian   Jaya10 
## 3 Irian_Jaya11.pdf "\"          \"..." Irian   Jaya11 
## 4 Irian_Jaya12.pdf "\"          \"..." Irian   Jaya12 
## 5 Irian_Jaya13.pdf "\"          \"..." Irian   Jaya13 
## 6 Irian_Jaya14.pdf "\"   Irian J\"..." Irian   Jaya14 
## # … with 24 more rows

#create corpus

## [1] 30
##   docvar1 docvar2
## 1   Irian   Jaya1
## 2   Irian  Jaya10
## 3   Irian  Jaya11
## 4   Irian  Jaya12
## 5   Irian  Jaya13
## 6   Irian  Jaya14
## Corpus consisting of 30 documents, showing 30 documents:
## 
##              Text Types Tokens Sentences docvar1 docvar2
##   Irian_Jaya1.pdf   432   2048        72   Irian   Jaya1
##  Irian_Jaya10.pdf   808   2084        83   Irian  Jaya10
##  Irian_Jaya11.pdf   619   1441        46   Irian  Jaya11
##  Irian_Jaya12.pdf   399    863        34   Irian  Jaya12
##  Irian_Jaya13.pdf   272    567        15   Irian  Jaya13
##  Irian_Jaya14.pdf   328    659        21   Irian  Jaya14
##  Irian_Jaya15.pdf   241    474        18   Irian  Jaya15
##  Irian_Jaya16.pdf   203    361        13   Irian  Jaya16
##  Irian_Jaya17.pdf   307    609        25   Irian  Jaya17
##  Irian_Jaya18.pdf   276    498        23   Irian  Jaya18
##  Irian_Jaya19.pdf   305    603        28   Irian  Jaya19
##   Irian_Jaya2.pdf   485   5257       243   Irian   Jaya2
##  Irian_Jaya20.pdf   565   1356        41   Irian  Jaya20
##  Irian_Jaya21.pdf   355    681        26   Irian  Jaya21
##  Irian_Jaya22.pdf   317    611        26   Irian  Jaya22
##  Irian_Jaya23.pdf   354    795        28   Irian  Jaya23
##  Irian_Jaya24.pdf   437    896        38   Irian  Jaya24
##  Irian_Jaya25.pdf   286    548        18   Irian  Jaya25
##  Irian_Jaya26.pdf   351    685        22   Irian  Jaya26
##  Irian_Jaya27.pdf   515   1282        37   Irian  Jaya27
##  Irian_Jaya28.pdf   422    910        40   Irian  Jaya28
##  Irian_Jaya29.pdf   402   2127        68   Irian  Jaya29
##   Irian_Jaya3.pdf   488   1169        52   Irian   Jaya3
##  Irian_Jaya30.pdf   240    462        14   Irian  Jaya30
##   Irian_Jaya4.pdf   332    687        22   Irian   Jaya4
##   Irian_Jaya5.pdf   354    683        29   Irian   Jaya5
##   Irian_Jaya6.pdf   275    531        16   Irian   Jaya6
##   Irian_Jaya7.pdf   212    400        11   Irian   Jaya7
##   Irian_Jaya8.pdf   354    739        27   Irian   Jaya8
##   Irian_Jaya9.pdf   289   1081        37   Irian   Jaya9

#create dfm

## Length  Class   Mode 
##  71040    dfm     S4

#Cleaning up using tokens

##                  Length Class  Mode     
## Irian_Jaya1.pdf  1023   -none- character
## Irian_Jaya10.pdf  999   -none- character
## Irian_Jaya11.pdf  741   -none- character
## Irian_Jaya12.pdf  482   -none- character
## Irian_Jaya13.pdf  301   -none- character
## Irian_Jaya14.pdf  377   -none- character
## Irian_Jaya15.pdf  263   -none- character
## Irian_Jaya16.pdf  194   -none- character
## Irian_Jaya17.pdf  318   -none- character
## Irian_Jaya18.pdf  254   -none- character
## Irian_Jaya19.pdf  337   -none- character
## Irian_Jaya2.pdf  2801   -none- character
## Irian_Jaya20.pdf  706   -none- character
## Irian_Jaya21.pdf  385   -none- character
## Irian_Jaya22.pdf  326   -none- character
## Irian_Jaya23.pdf  382   -none- character
## Irian_Jaya24.pdf  495   -none- character
## Irian_Jaya25.pdf  291   -none- character
## Irian_Jaya26.pdf  374   -none- character
## Irian_Jaya27.pdf  661   -none- character
## Irian_Jaya28.pdf  500   -none- character
## Irian_Jaya29.pdf 1108   -none- character
## Irian_Jaya3.pdf   579   -none- character
## Irian_Jaya30.pdf  242   -none- character
## Irian_Jaya4.pdf   387   -none- character
## Irian_Jaya5.pdf   360   -none- character
## Irian_Jaya6.pdf   293   -none- character
## Irian_Jaya7.pdf   224   -none- character
## Irian_Jaya8.pdf   396   -none- character
## Irian_Jaya9.pdf   605   -none- character

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

docname from to pre keyword post pattern
Irian_Jaya1.pdf 84 84 end sunday declar right independ indonesia congress right
Irian_Jaya1.pdf 338 338 end sunday declar right independ indonesia congress right
Irian_Jaya1.pdf 732 732 end sunday declar right independ indonesia congress right
Irian_Jaya10.pdf 20 20 public pti limit right reserv section news right
Irian_Jaya12.pdf 18 18 public pti limit right reserv section news right
Irian_Jaya12.pdf 321 321 given possibl australia right encourag propos indonesian right
Irian_Jaya14.pdf 51 51 jayapura polic human right worker said one right
Irian_Jaya14.pdf 140 140 john rumbiak human right activist jayapura said right
Irian_Jaya17.pdf 128 128 separatist unrest decad right group describ death right
Irian_Jaya18.pdf 176 176 investig remot provinc right group describ death right
Irian_Jaya19.pdf 309 309 iron hand human right activist say thousand right
Irian_Jaya2.pdf 13 13 saturday associat press right reserv section internat right
Irian_Jaya20.pdf 197 197 offici said human right group polit activist right
Irian_Jaya20.pdf 241 241 john rumbiak human right activist said telephon right
Irian_Jaya20.pdf 267 267 director institut human right studi advocaci privat right
Irian_Jaya20.pdf 576 576 govern widespread human right abus commit militari right
Irian_Jaya20.pdf 635 635 irian jaya human right activist work close right
Irian_Jaya21.pdf 49 49 inquiri mysteri death right group call death right
Irian_Jaya21.pdf 150 150 aloysius renwarin elsham right group want bodi right
Irian_Jaya21.pdf 204 204 new york-bas human right watch statement condemn right
Irian_Jaya21.pdf 221 221 london-bas indonesia human right campaign tapol said right
Irian_Jaya22.pdf 265 265 year prosecut human right abus next prioriti right
Irian_Jaya22.pdf 320 320 put trial human right abus load-dat august right
Irian_Jaya24.pdf 17 17 cycl associat press right reserv associat press right
Irian_Jaya24.pdf 101 101 often accus human right atroc polic said right
Irian_Jaya24.pdf 172 172 term local foreign right activist critic prosecut right
Irian_Jaya27.pdf 326 326 baut work human right activist irian jaya right
Irian_Jaya27.pdf 558 558 resourc suharto era right abus militari tri right
Irian_Jaya28.pdf 15 15 cycl associat press right reserv associat press right
Irian_Jaya3.pdf 19 19 public pti limit right reserv section news right
Irian_Jaya3.pdf 358 358 accord jayapura-bas human right group elsham peopl right
Irian_Jaya3.pdf 468 468 appropri standard human right otherwis that’ll encourag right
Irian_Jaya3.pdf 488 488 irian jaya human right abus like abepura right
Irian_Jaya30.pdf 196 196 decad widespread human right abus author resettl right
Irian_Jaya4.pdf 47 47 jaya polic human right activist said incid right
Irian_Jaya4.pdf 240 240 iron hand human right activist say thousand right
Irian_Jaya5.pdf 279 279 investig remot provinc right group describ death right
docname from to pre keyword post pattern
Irian_Jaya1.pdf 36 36 violenc deal call independ irian jaya report independ
Irian_Jaya1.pdf 77 77 share land border independ papua new guinea independ
Irian_Jaya1.pdf 85 85 sunday declar right independ indonesia congress particip independ
Irian_Jaya1.pdf 106 106 stood earlier declar independ parliament speaker akbar independ
Irian_Jaya1.pdf 119 119 made follow-up move independ demand remain discours independ
Irian_Jaya1.pdf 150 150 use violenc deal independ call add insult independ
Irian_Jaya1.pdf 268 268 urg jakarta take independ call serious now independ
Irian_Jaya1.pdf 290 290 violenc deal call independ irian jaya report independ
Irian_Jaya1.pdf 331 331 share land border independ papua new guinea independ
Irian_Jaya1.pdf 339 339 sunday declar right independ indonesia congress particip independ
Irian_Jaya1.pdf 360 360 stood earlier declar independ parliament speaker akbar independ
Irian_Jaya1.pdf 373 373 made follow-up move independ demand remain discours independ
Irian_Jaya1.pdf 407 407 use violenc deal independ call add insult independ
Irian_Jaya1.pdf 533 533 treat unfair express independ demand aspir never independ
Irian_Jaya1.pdf 580 580 urg jakarta take independ call serious now independ
Irian_Jaya1.pdf 599 599 us embassi support independ irian jaya area independ
Irian_Jaya1.pdf 614 614 indonesia us support independ papua irian jaya independ
Irian_Jaya1.pdf 632 632 way interpret support independ declar foreign minist independ
Irian_Jaya1.pdf 647 647 countri support papuan independ minist said monday independ
Irian_Jaya1.pdf 663 663 resort violenc deal independ call irian jaya independ
Irian_Jaya1.pdf 725 725 share land border independ papua new guinea independ
Irian_Jaya1.pdf 733 733 sunday declar right independ indonesia congress particip independ
Irian_Jaya1.pdf 754 754 stood earlier declar independ later wednesday cabinet independ
Irian_Jaya1.pdf 974 974 treat unfair express independ demand aspir never independ
Irian_Jaya1.pdf 1005 1005 close neighbour support independ irian jaya singl independ
Irian_Jaya1.pdf 1012 1012 countri support papuan independ minist said monday independ
Irian_Jaya10.pdf 40 40 laid templat win independ indonesia first set independ
Irian_Jaya10.pdf 146 146 time year unit independ movement irian jaya independ
Irian_Jaya10.pdf 274 274 flew morn star independ flag secur place independ
Irian_Jaya10.pdf 337 337 plan often theme independ grew know noth independ
Irian_Jaya10.pdf 472 472 met png promin independ campaign includ john independ
Irian_Jaya10.pdf 513 513 cours png becam independ excit enthusiasm nation independ
Irian_Jaya10.pdf 539 539 border sweet part independ fellow melanesian png independ
Irian_Jaya10.pdf 592 592 guinean indonesian inevit independ movement fragment exil independ
Irian_Jaya10.pdf 716 716 provinc jokus agre independ movement rebuilt within independ
Irian_Jaya10.pdf 835 835 symbol irianes claim independ dutch colonis prepar independ
Irian_Jaya10.pdf 991 991 star home fight independ photo jessica shapiro independ
Irian_Jaya11.pdf 10 10 violent insurgenc friday independ day huge copper independ
Irian_Jaya11.pdf 105 105 indigen papuan demand independ central govern jakarta independ
Irian_Jaya11.pdf 134 134 agre give provinc independ friday anniversari declar independ
Irian_Jaya11.pdf 152 152 indonesia took dec independ said izhak onawam independ
Irian_Jaya11.pdf 164 164 irian jaya pro- independ organ timika main independ
Irian_Jaya11.pdf 219 219 includ chairman pro- independ papua presidium council independ
Irian_Jaya11.pdf 273 273 jaya struggl gain independ execut said freeport-mcmoran independ
Irian_Jaya11.pdf 299 299 violent insurgenc friday independ day huge copper independ
Irian_Jaya11.pdf 400 400 timor overwhelm vote independ indonesia un plebiscit independ
Irian_Jaya11.pdf 450 450 jaya aceh becom independ separ indonesia coordin independ
Irian_Jaya11.pdf 637 637 origin indonesia won independ dutch even dutch independ
Irian_Jaya11.pdf 683 683 violent insurgenc friday independ day huge copper independ
Irian_Jaya11.pdf 690 690 mine hostag advocat independ irian jaya say independ
Irian_Jaya12.pdf 104 104 manag demand papuan independ movement complex perhap independ
Irian_Jaya12.pdf 135 135 way jakarta conced independ irian jaya although independ
Irian_Jaya12.pdf 140 140 jaya although encourag independ movement allow morn independ
Irian_Jaya12.pdf 165 165 comfort irian jaya independ movement even popular independ
Irian_Jaya12.pdf 247 247 wider intern sympathi independ movement undermin indonesia independ
Irian_Jaya12.pdf 271 271 overcom sporad violenc independ fighter independ movement independ
Irian_Jaya12.pdf 273 273 violenc independ fighter independ movement certain abl independ
Irian_Jaya12.pdf 316 316 wider intern support independ movement given possibl independ
Irian_Jaya13.pdf 145 145 new guinea island independ sinc declar west independ
Irian_Jaya13.pdf 157 157 recognis irian jaya independ claim unite nations-conduct independ
Irian_Jaya13.pdf 185 185 war jakarta call independ remain unheed they independ
Irian_Jaya14.pdf 3 3 irian jaya independ support rampag kill independ
Irian_Jaya14.pdf 135 135 papua unrecogn declar independ indonesia john rumbiak independ
Irian_Jaya14.pdf 213 213 threaten shoot-on-sight known independ support search jakarta independ
Irian_Jaya14.pdf 254 254 page irian jaya independ support rampag kill independ
Irian_Jaya14.pdf 352 352 congress june declar independ state west papua independ
Irian_Jaya14.pdf 359 359 jakarta govern reject independ promis grant provinc independ
Irian_Jaya15.pdf 54 54 autonomi grant demand independ grown stronger said independ
Irian_Jaya15.pdf 67 67 council presidium pdp independ campaign want turn independ
Irian_Jaya15.pdf 96 96 provinc indonesia rule independ irian jaya nation independ
Irian_Jaya15.pdf 207 207 incit irianes fight independ brief trial session independ
Irian_Jaya15.pdf 252 252 help financ rule independ offer provinc special independ
Irian_Jaya16.pdf 160 160 object call format independ inquiri team non-government independ
Irian_Jaya16.pdf 171 171 papua monday call independ probe team investig independ
Irian_Jaya17.pdf 7 7 bodi irian jaya independ leader agenc franc independ
Irian_Jaya17.pdf 109 109 papua presidium pro- independ forum head presidium independ
Irian_Jaya17.pdf 141 141 charg subvers demand independ eluay went miss independ
Irian_Jaya17.pdf 227 227 bodi irian jaya independ leader need unveil independ
Irian_Jaya18.pdf 32 32 funer irian jaya independ leader they hiyo independ
Irian_Jaya18.pdf 82 82 cemeteri papua name independ activist use provinc independ
Irian_Jaya18.pdf 189 189 charg subvers demand independ presidium reject jakarta independ
Irian_Jaya18.pdf 240 240 arrow fight sporad independ melanesian state sinc independ
Irian_Jaya19.pdf 37 37 clash govern forc independ support claim live independ
Irian_Jaya19.pdf 186 186 blame chief pro- independ papuan presidium board independ
Irian_Jaya19.pdf 201 201 town spark aspir independ fli morn star independ
Irian_Jaya19.pdf 256 256 resouce-rich irian jaya independ indonesia took control independ
Irian_Jaya2.pdf 112 112 mark anniversari fail independ bid anniversari prompt independ
Irian_Jaya2.pdf 172 172 tribal chief declar independ dutch coloni rule independ
Irian_Jaya2.pdf 176 176 dutch coloni rule independ move fail two independ
Irian_Jaya2.pdf 185 185 indonesia seiz region independ activist battl indonesian independ
Irian_Jaya2.pdf 196 196 tribal leader declar independ name homeland west independ
Irian_Jaya2.pdf 213 213 white morn star independ flag indonesian presid independ
Irian_Jaya2.pdf 239 239 troublemak irian jaya independ ralli saturday heavili independ
Irian_Jaya2.pdf 318 318 center jayapura hundr independ support watch silenc independ
Irian_Jaya2.pdf 453 453 aceh movement want independ islamic-orient state said independ
Irian_Jaya2.pdf 563 563 mark anniversari fail independ bid anniversari prompt independ
Irian_Jaya2.pdf 630 630 tribal chief declar independ dutch coloni rule independ
Irian_Jaya2.pdf 634 634 dutch coloni rule independ move fail two independ
Irian_Jaya2.pdf 643 643 indonesia seiz region independ activist battl indonesian independ
Irian_Jaya2.pdf 654 654 tribal leader declar independ name homeland west independ
Irian_Jaya2.pdf 671 671 white morn star independ flag indonesian presid independ
Irian_Jaya2.pdf 697 697 troublemak irian jaya independ ralli saturday heavili independ
Irian_Jaya2.pdf 769 769 center jayapura hundr independ support watch silenc independ
Irian_Jaya2.pdf 904 904 aceh movement want independ islamic-orient state said independ
Irian_Jaya2.pdf 936 936 push irian jaya independ explod violenc saturday independ
Irian_Jaya2.pdf 971 971 town merauk said independ water page six independ
Irian_Jaya2.pdf 1038 1038 mark anniversari fail independ bid anniversari prompt independ
Irian_Jaya2.pdf 1067 1067 tribal chief declar independ dutch coloni rule independ
Irian_Jaya2.pdf 1071 1071 dutch coloni rule independ move fail two independ
Irian_Jaya2.pdf 1080 1080 indonesia seiz region independ activist battl indonesian independ
Irian_Jaya2.pdf 1091 1091 tribal leader declar independ name homeland west independ
Irian_Jaya2.pdf 1108 1108 white morn star independ flag indonesian presid independ
Irian_Jaya2.pdf 1134 1134 troublemak irian jaya independ ralli first two independ
Irian_Jaya2.pdf 1235 1235 center jayapura hundr independ support watch silenc independ
Irian_Jaya2.pdf 1377 1377 aceh movement want independ islamic-ori state said independ
Irian_Jaya2.pdf 1409 1409 push irian jaya independ explod violenc saturday independ
Irian_Jaya2.pdf 1444 1444 town merauk said independ support challeng polic independ
Irian_Jaya2.pdf 1506 1506 mark anniversari fail independ bid anniversari prompt independ
Irian_Jaya2.pdf 1535 1535 tribal chief declar independ dutch coloni rule independ
Irian_Jaya2.pdf 1539 1539 dutch coloni rule independ move fail two independ
Irian_Jaya2.pdf 1548 1548 indonesia seiz region independ activist battl indonesian independ
Irian_Jaya2.pdf 1559 1559 tribal leader declar independ name homeland west independ
Irian_Jaya2.pdf 1576 1576 white morn star independ flag indonesian presid independ
Irian_Jaya2.pdf 1602 1602 troublemak irian jaya independ ralli first two independ
Irian_Jaya2.pdf 1703 1703 center jayapura hundr independ support watch silenc independ
Irian_Jaya2.pdf 1845 1845 aceh movement want independ islamic-ori state said independ
Irian_Jaya2.pdf 1877 1877 push irian jaya independ explod violenc saturday independ
Irian_Jaya2.pdf 1912 1912 town merauk said independ support challeng polic independ
Irian_Jaya2.pdf 1971 1971 mark anniversari fail independ bid anniversari prompt independ
Irian_Jaya2.pdf 2000 2000 tribal chief declar independ dutch coloni rule independ
Irian_Jaya2.pdf 2004 2004 dutch coloni rule independ move fail two independ
Irian_Jaya2.pdf 2013 2013 indonesia seiz region independ activist battl indonesian independ
Irian_Jaya2.pdf 2024 2024 tribal leader declar independ name homeland west independ
Irian_Jaya2.pdf 2041 2041 white morn star independ flag indonesian presid independ
Irian_Jaya2.pdf 2067 2067 troublemak irian jaya independ ralli first two independ
Irian_Jaya2.pdf 2175 2175 center jayapura hundr independ support watch silenc independ
Irian_Jaya2.pdf 2310 2310 aceh movement want independ islamic-ori state said independ
Irian_Jaya2.pdf 2342 2342 push irian jaya independ explod violenc saturday independ
Irian_Jaya2.pdf 2378 2378 town merauk said independ support challeng polic independ
Irian_Jaya2.pdf 2436 2436 mark anniversari fail independ bid anniversari prompt independ
Irian_Jaya2.pdf 2489 2489 defus grow demand independ wahid promis govern independ
Irian_Jaya2.pdf 2542 2542 tribal chief declar independ dutch coloni rule independ
Irian_Jaya2.pdf 2546 2546 dutch coloni rule independ move fail two independ
Irian_Jaya2.pdf 2555 2555 indonesia seiz region independ activist battl indonesian independ
Irian_Jaya2.pdf 2583 2583 troublemak irian jaya independ ralli first two independ
Irian_Jaya2.pdf 2683 2683 cultur center hundr independ support watch silenc independ
Irian_Jaya20.pdf 47 47 rebelli provinc demand independ strengthen recent month independ
Irian_Jaya20.pdf 71 71 never recogn declar independ irian jaya provinc independ
Irian_Jaya20.pdf 107 107 pressur act curb independ movement threaten break independ
Irian_Jaya20.pdf 158 158 troop open fire independ support town merauk independ
Irian_Jaya20.pdf 288 288 aceh maluku demand independ indonesia sprawl archipelago independ
Irian_Jaya20.pdf 381 381 friday stern warn independ support secur forc independ
Irian_Jaya20.pdf 474 474 increas popular desir independ harden posit separatist independ
Irian_Jaya20.pdf 500 500 strateg internat studi independ research institut mr independ
Irian_Jaya20.pdf 585 585 never address provinc independ leader reach comment independ
Irian_Jaya20.pdf 594 594 last week contrast independ struggl east timor independ
Irian_Jaya20.pdf 601 601 littl intern support independ irian jaya most independ
Irian_Jaya20.pdf 639 639 activist work close independ movement irian jaya independ
Irian_Jaya21.pdf 5 5 mourn irian jaya independ activist amid call independ
Irian_Jaya21.pdf 38 38 gather monday mourn independ activist they hiyo independ
Irian_Jaya21.pdf 229 229 set special commiss independ militari interfer establish independ
Irian_Jaya21.pdf 242 242 mourn irian jaya independ activist amid call independ
Irian_Jaya21.pdf 337 337 charg subvers demand independ resent simmer irian independ
Irian_Jaya21.pdf 350 350 gas miner reserv independ support say un-sponsor independ
Irian_Jaya22.pdf 4 4 aceh irian jaya independ leader unmov megawati independ
Irian_Jaya22.pdf 52 52 held oliv branch independ agit resource-rich provinc independ
Irian_Jaya22.pdf 101 101 local papua interest independ indonesia apologis us independ
Irian_Jaya22.pdf 120 120 apolog weaken campaign independ never ask special independ
Irian_Jaya22.pdf 151 151 east timor vote independ indonesia constitut domest independ
Irian_Jaya22.pdf 217 217 aceh irian jaya independ leader unmov megawati independ
Irian_Jaya22.pdf 248 248 activist group campaign independ referendum said megawati independ
Irian_Jaya22.pdf 316 316 megawati apolog give independ put trial human independ
Irian_Jaya23.pdf 5 5 congress expect push independ irian jaya aap independ
Irian_Jaya23.pdf 41 41 push eventu referendum independ indonesia six-day congress independ
Irian_Jaya23.pdf 57 57 papua name use independ support bring togeth independ
Irian_Jaya23.pdf 71 71 movement group push independ opm led arm independ
Irian_Jaya23.pdf 112 112 took presenc support independ provinc known irian independ
Irian_Jaya23.pdf 145 145 congress expect push independ irian jaya indonesia independ
Irian_Jaya23.pdf 157 157 public sympathi follow independ vote former provinc independ
Irian_Jaya23.pdf 216 216 papuan want free independ west papua seced independ
Irian_Jaya23.pdf 264 264 chief declar provinc independ netherland indonesia unite independ
Irian_Jaya23.pdf 325 325 congress expect push independ irian jaya kill independ
Irian_Jaya24.pdf 6 6 indonesia irian jaya independ movement leader found independ
Irian_Jaya24.pdf 40 40 riot erupt sunday independ movement leader kidnap independ
Irian_Jaya24.pdf 122 122 refus comment hundr independ support set fire independ
Irian_Jaya24.pdf 196 196 indonesian rule milit independ activist accus weaken independ
Irian_Jaya24.pdf 252 252 indonesia irian jaya independ movement leader found independ
Irian_Jaya24.pdf 359 359 arm rebel fight independ thousand kill troubl independ
Irian_Jaya24.pdf 386 386 effect eluay death independ struggl irian jaya independ
Irian_Jaya24.pdf 438 438 year began call independ fail win re-elect independ
Irian_Jaya24.pdf 461 461 outlaw west papua independ flag jayapura later independ
Irian_Jaya25.pdf 6 6 want indonesian troop independ congress deutsch presse-agentur independ
Irian_Jaya25.pdf 27 27 datelin jakarta bodi independ leader indonesia far independ
Irian_Jaya25.pdf 49 49 whether region declar independ leader free papua independ
Irian_Jaya25.pdf 90 90 area world sentiment independ reach unpreced height independ
Irian_Jaya25.pdf 114 114 unit come land independ leader they h independ
Irian_Jaya25.pdf 138 138 just citi villag independ leader said schedul independ
Irian_Jaya25.pdf 200 200 sentiment further caus independ activist independ group independ
Irian_Jaya25.pdf 202 202 caus independ activist independ group use case independ
Irian_Jaya25.pdf 250 250 want indonesian troop independ congress local accus independ
Irian_Jaya25.pdf 268 268 irian jaya call independ also fuel unite independ
Irian_Jaya26.pdf 6 6 warn irian jaya independ bid deutsch presse-agentur independ
Irian_Jaya26.pdf 43 43 provinc leader declar independ refus say whether independ
Irian_Jaya26.pdf 86 86 west papua declar independ meet conclud saturday independ
Irian_Jaya26.pdf 98 98 limit like declar independ shihab told press independ
Irian_Jaya26.pdf 134 134 east timor success independ bid last year independ
Irian_Jaya26.pdf 171 171 movement fight jakarta independ sinc follow u.n.-sponsor independ
Irian_Jaya26.pdf 231 231 warn irian jaya independ bid past express independ
Irian_Jaya26.pdf 235 235 bid past express independ led bloodsh hand independ
Irian_Jaya26.pdf 247 247 activist rais papua independ flag provinci capita independ
Irian_Jaya26.pdf 255 255 sever year ago independ activist repeat state independ
Irian_Jaya26.pdf 262 262 dutch grant provinc independ earli 1960s wahid independ
Irian_Jaya26.pdf 275 275 repres person support independ state allow congress independ
Irian_Jaya26.pdf 320 320 irian jaya aspir independ simandjuntaik also said independ
Irian_Jaya26.pdf 349 349 voic support provinc independ shihab accus australian-bas independ
Irian_Jaya27.pdf 33 33 week irian jaya independ leader rais fear independ
Irian_Jaya27.pdf 64 64 protract arm struggl independ fighter led unite independ
Irian_Jaya27.pdf 107 107 home movement seek independ jakarta nativ irian independ
Irian_Jaya27.pdf 125 125 enthusiasm papuan fight independ pursu caus peac independ
Irian_Jaya27.pdf 336 336 elect hous repres independ activist consid they independ
Irian_Jaya27.pdf 348 348 they might kill independ activist angri exploit independ
Irian_Jaya27.pdf 409 409 council advanc fight independ state death they independ
Irian_Jaya27.pdf 416 416 pdp chair unlike independ figur they maintain independ
Irian_Jaya27.pdf 490 490 also said futur independ movement irian jaya independ
Irian_Jaya27.pdf 537 537 posit they left independ movement irian jaya independ
Irian_Jaya28.pdf 41 41 push irian jaya independ explod violenc saturday independ
Irian_Jaya28.pdf 77 77 town merauk said independ support challeng polic independ
Irian_Jaya28.pdf 135 135 mark anniversari fail independ bid anniversari prompt independ
Irian_Jaya28.pdf 181 181 defus grow demand independ wahid promis govern independ
Irian_Jaya28.pdf 234 234 tribal chief declar independ dutch coloni rule independ
Irian_Jaya28.pdf 238 238 dutch coloni rule independ move fail two independ
Irian_Jaya28.pdf 247 247 indonesia seiz region independ activist battl indonesian independ
Irian_Jaya28.pdf 275 275 troublemak irian jaya independ ralli water page independ
Irian_Jaya28.pdf 385 385 cultur center hundr independ support watch silenc independ
Irian_Jaya29.pdf 141 141 29th anniversari proclam independ west papua friday independ
Irian_Jaya29.pdf 185 185 west papua declar independ decemb former dutch independ
Irian_Jaya29.pdf 206 206 said jakarta consid independ irian jaya whose independ
Irian_Jaya29.pdf 230 230 arrest mount call independ past year center independ
Irian_Jaya29.pdf 347 347 follow arrest pro- independ papua council leader independ
Irian_Jaya29.pdf 423 423 mark anniversari proclam independ west papua state independ
Irian_Jaya29.pdf 528 528 west papua proclam independ day indonesia top independ
Irian_Jaya29.pdf 579 579 threat radic pro- independ element might want independ
Irian_Jaya29.pdf 586 586 mark decemb day independ peopl irian jaya independ
Irian_Jaya29.pdf 595 595 west papua declar independ decemb former dutch independ
Irian_Jaya29.pdf 616 616 said jakarta consid independ irian jaya whose independ
Irian_Jaya29.pdf 633 633 latest mount call independ past year center independ
Irian_Jaya29.pdf 728 728 follow arrest pro- independ papua council leader independ
Irian_Jaya29.pdf 818 818 mark anniversari proclam independ west papua state independ
Irian_Jaya29.pdf 969 969 west papua proclam independ day indonesia top independ
Irian_Jaya29.pdf 1012 1012 threat radic pro- independ element might want independ
Irian_Jaya29.pdf 1019 1019 mark decemb day independ peopl irian jaya independ
Irian_Jaya29.pdf 1028 1028 west papua declar independ decemb former dutch independ
Irian_Jaya29.pdf 1049 1049 said jakarta consid independ irian jaya whose independ
Irian_Jaya3.pdf 4 4 downer irian jaya independ riski jayapura australian independ
Irian_Jaya3.pdf 70 70 irian jaya becom independ devast south-east asia independ
Irian_Jaya3.pdf 240 240 downer irian jaya independ riski jayapura said independ
Irian_Jaya3.pdf 497 497 public support australia independ irian jaya eventu independ
Irian_Jaya3.pdf 561 561 downer irian jaya independ riski jayapura graphic independ
Irian_Jaya3.pdf 566 566 jayapura graphic illus independ support australia may independ
Irian_Jaya30.pdf 4 4 indonesian presid rule independ irian jaya agenc independ
Irian_Jaya30.pdf 33 33 movement aim win independ irian jaya provinc independ
Irian_Jaya30.pdf 54 54 govern allow discuss independ irian jaya promis independ
Irian_Jaya30.pdf 61 61 crackdown seek set independ state countri easternmost independ
Irian_Jaya30.pdf 133 133 june address issu independ second papuan congress independ
Irian_Jaya30.pdf 167 167 sovereignti came call independ rise past two independ
Irian_Jaya30.pdf 190 190 yet ratifi parliament independ call spark decad independ
Irian_Jaya30.pdf 223 223 share land border independ papua new guinea independ
Irian_Jaya30.pdf 235 235 indonesian presid rule independ irian jaya load-dat independ
Irian_Jaya4.pdf 178 178 separatist movement seek independ irian jaya popul independ
Irian_Jaya4.pdf 374 374 fought bitter war independ islamic state aceh independ
Irian_Jaya5.pdf 39 39 funer irian jaya independ leader they hiyo independ
Irian_Jaya5.pdf 123 123 behind papua name independ activist use indonesia independ
Irian_Jaya5.pdf 292 292 charg subvers demand independ group reject jakarta independ
Irian_Jaya5.pdf 335 335 arrow fight sporad independ melanesian state sinc independ
Irian_Jaya5.pdf 345 345 becam indonesian provinc independ support say un-sponsor independ
Irian_Jaya6.pdf 177 177 district mount demand independ irian jaya resource-rich independ
Irian_Jaya7.pdf 5 5 jail irian jaya independ leader flown jakarta independ
Irian_Jaya7.pdf 160 160 govern recogn declar independ peopl irian jaya independ
Irian_Jaya7.pdf 172 172 west papua declar independ decemb eight year independ
Irian_Jaya7.pdf 202 202 grant irian jaya independ promis give broad independ
Irian_Jaya7.pdf 218 218 jail irian jaya independ leader flown jakarta independ
Irian_Jaya8.pdf 41 41 discuss plan funer independ leader they hiyo independ
Irian_Jaya8.pdf 87 87 restiv provinc sporad independ struggl wage decad independ
Irian_Jaya8.pdf 285 285 charg subvers demand independ irian jaya known independ
Irian_Jaya8.pdf 320 320 brutal secur forc independ support includ eluay independ
Irian_Jaya8.pdf 391 391 say peopl want independ load-dat novemb end independ
Irian_Jaya9.pdf 220 220 approv chang call independ west papua state independ
Irian_Jaya9.pdf 238 238 b.j habibi vagu independ demand irian jaya independ
Irian_Jaya9.pdf 296 296 share land border independ papua new guinea independ
Irian_Jaya9.pdf 508 508 approv chang call independ west papua state independ
Irian_Jaya9.pdf 526 526 b.j habibi vagu independ demand irian jaya independ
Irian_Jaya9.pdf 571 571 share land border independ papua new guinea independ
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Irian_Jaya1.pdf 199 199 guinea so-cal act free choic integr recognis free
Irian_Jaya1.pdf 422 422 confer organ warn free discuss futur aspir free
Irian_Jaya1.pdf 470 470 guinea so-cal act free choic integr recognis free
Irian_Jaya1.pdf 887 887 confer organ warn free discuss futur aspir free
Irian_Jaya1.pdf 937 937 so- call act free choic integr recognis free
Irian_Jaya10.pdf 576 576 opportun becom citizen free west papua joku free
Irian_Jaya11.pdf 695 695 jaya say act free choic conduct un free
Irian_Jaya13.pdf 162 162 unite nations-conduct act free choic vote led free
Irian_Jaya14.pdf 298 298 reject sham act free choic allow tribal free
Irian_Jaya14.pdf 310 310 low-level guerrilla insurg free papua movement arm free
Irian_Jaya15.pdf 183 183 arm wing separatist free papua organis indonesian free
Irian_Jaya18.pdf 199 199 provinc greater autonomi free papua movement wage free
Irian_Jaya19.pdf 288 288 rise u.n.-recogn act free choic papuan say free
Irian_Jaya19.pdf 296 296 sinc rebel belong free papua movement battl free
Irian_Jaya2.pdf 449 449 two week dec free aceh movement want free
Irian_Jaya2.pdf 900 900 two week dec free aceh movement want free
Irian_Jaya2.pdf 1373 1373 two week dec free aceh movement want free
Irian_Jaya2.pdf 1841 1841 two week dec free aceh movement want free
Irian_Jaya2.pdf 2306 2306 two week dec free aceh movement want free
Irian_Jaya2.pdf 2517 2517 anniversari format rebel free aceh movement year free
Irian_Jaya20.pdf 550 550 anniversari found rebel free aceh movement year free
Irian_Jaya22.pdf 292 292 aceh provinci capit free aceh movement gam free
Irian_Jaya23.pdf 66 66 organisasi papua merdeka free papua movement group free
Irian_Jaya23.pdf 215 215 evid papuan want free independ west papua free
Irian_Jaya23.pdf 300 300 correct mistak act free choic vote repres free
Irian_Jaya23.pdf 351 351 undo accept act free choic way separ free
Irian_Jaya23.pdf 368 368 author eventu hold free fair referendum said free
Irian_Jaya24.pdf 179 179 accus indonesia muzzl free speech irian jaya free
Irian_Jaya25.pdf 51 51 declar independ leader free papua movement gerakan free
Irian_Jaya26.pdf 166 166 economi guerrilla fighter free papua movement fight free
Irian_Jaya28.pdf 209 209 anniversari format rebel free aceh movement year free
Irian_Jaya29.pdf 195 195 indonesia un-sanction act free choic papuan say free
Irian_Jaya29.pdf 605 605 indonesia un-sanction act free choic papuan argu free
Irian_Jaya29.pdf 1038 1038 indonesia un-sanction act free choic papuan argu free
Irian_Jaya3.pdf 95 95 injur repris attack free papua movement opm free
Irian_Jaya30.pdf 145 145 territori led declar free state papua territori free
Irian_Jaya4.pdf 219 219 jaya u.n.-recogn act free choic papuan say free
Irian_Jaya4.pdf 227 227 sinc rebel belong free papua movement battl free
Irian_Jaya4.pdf 315 315 meanwhil aceh merdeka free aceh separatist movement free
Irian_Jaya5.pdf 302 302 provinc greater autonomi free papua movement wage free
Irian_Jaya6.pdf 227 227 follow so-cal act free choic mani peopl free
Irian_Jaya6.pdf 264 264 protest flag separatist free papua movement opm free
Irian_Jaya7.pdf 186 186 unite nations-sanct act free choic process ethnic free
Irian_Jaya9.pdf 252 252 break away indonesia free papua state declar free
Irian_Jaya9.pdf 540 540 break away indonesia free papua state declar free
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Irian_Jaya16.pdf 103 103 presidium also collect decis taken collect singl decis
Irian_Jaya17.pdf 292 292 reject central govern decis grant resource-rich provinc decis
Irian_Jaya18.pdf 193 193 presidium reject jakarta decis grant resource-rich provinc decis
Irian_Jaya20.pdf 329 329 year indonesian govern decis use brute forc decis
Irian_Jaya5.pdf 296 296 group reject jakarta decis grant resource-rich provinc decis
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Irian_Jaya20.pdf 324 324 indonesia unite nations-sponsor referendum last year indonesian referendum
Irian_Jaya22.pdf 249 249 group campaign independ referendum said megawati must referendum
Irian_Jaya23.pdf 40 40 expect push eventu referendum independ indonesia six-day referendum
Irian_Jaya23.pdf 370 370 hold free fair referendum said way separatist referendum
Irian_Jaya25.pdf 273 273 fuel unite nations-sponsor referendum late 1960s alleg referendum
Irian_Jaya26.pdf 175 175 sinc follow u.n.-sponsor referendum critic say rig referendum
Irian_Jaya27.pdf 69 69 led unite nations-sponsor referendum august separ indonesia referendum
Irian_Jaya5.pdf 180 180 unite nation hold referendum self-determin irian jaya referendum
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Irian_Jaya10.pdf 467 467 australia grappl futur coloni joku met png coloni
Irian_Jaya11.pdf 144 144 ago dec former coloni power netherland relinquish coloni
Irian_Jaya11.pdf 624 624 timor former portugues coloni invad indonesia later coloni
Irian_Jaya14.pdf 264 264 papua former dutch coloni lie easternmost end coloni
Irian_Jaya15.pdf 166 166 territori still dutch coloni pdp statement sign coloni
Irian_Jaya18.pdf 246 246 sinc former dutch coloni becam indonesian provinc coloni
Irian_Jaya2.pdf 174 174 declar independ dutch coloni rule independ move coloni
Irian_Jaya2.pdf 632 632 declar independ dutch coloni rule independ move coloni
Irian_Jaya2.pdf 1069 1069 declar independ dutch coloni rule independ move coloni
Irian_Jaya2.pdf 1537 1537 declar independ dutch coloni rule independ move coloni
Irian_Jaya2.pdf 2002 2002 declar independ dutch coloni rule independ move coloni
Irian_Jaya2.pdf 2544 2544 declar independ dutch coloni rule independ move coloni
Irian_Jaya23.pdf 82 82 netherland hand administr coloni indonesia organis expect coloni
Irian_Jaya24.pdf 410 410 jaya former dutch coloni u.n.-sanction vote integr coloni
Irian_Jaya26.pdf 192 192 ran former dutch coloni iron fist mani coloni
Irian_Jaya28.pdf 236 236 declar independ dutch coloni rule independ move coloni
Irian_Jaya29.pdf 189 189 decemb former dutch coloni becam part indonesia coloni
Irian_Jaya29.pdf 599 599 decemb former dutch coloni becam part indonesia coloni
Irian_Jaya29.pdf 1032 1032 decemb former dutch coloni becam part indonesia coloni
Irian_Jaya5.pdf 341 341 sinc former dutch coloni becam indonesian provinc coloni
Irian_Jaya7.pdf 179 179 later former dutch coloni becam part indonesia coloni
Irian_Jaya9.pdf 262 262 territori still dutch coloni decemb water page coloni
Irian_Jaya9.pdf 550 550 territori still dutch coloni decemb indonesia claim coloni
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Irian_Jaya2.pdf 253 253 provinci capit jayapura occupi ragtag separatist movement occupi
Irian_Jaya2.pdf 358 358 former presid sukarno occupi provinc demand secur occupi
Irian_Jaya2.pdf 711 711 provinci capit jayapura occupi ragtag separatist movement occupi
Irian_Jaya2.pdf 809 809 former presid sukarno occupi provinc demand secur occupi
Irian_Jaya2.pdf 1177 1177 provinci capit jayapura occupi ragtag separatist movement occupi
Irian_Jaya2.pdf 1275 1275 former presid sukarno occupi provinc demand secur occupi
Irian_Jaya2.pdf 1645 1645 provinci capit jayapura occupi ragtag separatist movement occupi
Irian_Jaya2.pdf 1750 1750 former presid sukarno occupi provinc demand secur occupi
Irian_Jaya2.pdf 2117 2117 provinci capit jayapura occupi ragtag separatist movement occupi
Irian_Jaya2.pdf 2215 2215 former presid sukarno occupi provinc demand secur occupi
Irian_Jaya2.pdf 2626 2626 provinci capit jayapura occupi ragtag separatist movement occupi
Irian_Jaya2.pdf 2723 2723 former presid sukarno occupi provinc demand secur occupi
Irian_Jaya28.pdf 328 328 provinci capit jayapura occupi ragtag separatist movement occupi
Irian_Jaya28.pdf 425 425 former presid sukarno occupi provinc demand secur occupi
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Irian_Jaya10.pdf 954 954 becom effect tool liber nation australian media liber
Irian_Jaya20.pdf 348 348 accept administr call liber autonomi increas control liber
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Irian_Jaya2.pdf 416 416 polic said peopl massacr remot villag region massacr
Irian_Jaya2.pdf 867 867 polic said peopl massacr remot villag region massacr
Irian_Jaya2.pdf 1333 1333 polic said peopl massacr remot villag region massacr
Irian_Jaya2.pdf 1808 1808 polic said peopl massacr remot villag region massacr
Irian_Jaya2.pdf 2273 2273 polic said peopl massacr remot villag region massacr
Irian_Jaya2.pdf 2774 2774 polic said peopl massacr remot villag region massacr
Irian_Jaya28.pdf 476 476 polic said peopl massacr remot villag region massacr
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Irian_Jaya13.pdf 182 182 threaten wage all-out war jakarta call independ war
Irian_Jaya14.pdf 318 318 homemad weapon wage war ever sinc west war
Irian_Jaya18.pdf 205 205 wage low-level guerrilla war water page mourner war
Irian_Jaya4.pdf 373 373 mid-1970 fought bitter war independ islamic state war
Irian_Jaya5.pdf 308 308 wage low-level guerrilla war autonomi law take war
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## Tokens consisting of 30 documents and 2 docvars.
## Irian_Jaya1.pdf :
##  [1] "wahid"    "warn"     "militari" "use"      "violenc"  "irian"   
##  [7] "jaya"     "agenc"    "franc"    "press"    "english"  "june"    
## [ ... and 1,011 more ]
## 
## Irian_Jaya10.pdf :
##  [1] "irian"      "jaya"       "new"        "player"     "make"      
##  [6] "grab"       "limelight"  "australian" "financi"    "review"    
## [11] "januari"    "thursday"  
## [ ... and 987 more ]
## 
## Irian_Jaya11.pdf :
##  [1] "irian"     "jaya"      "indonesia" "face"      "yet"       "another"  
##  [7] "violent"   "insurgenc" "friday"    "independ"  "day"       "huge"     
## [ ... and 729 more ]
## 
## Irian_Jaya12.pdf :
##  [1] "long"       "fight"      "ahead"      "irian"      "jaya"      
##  [6] "australian" "financi"    "review"     "decemb"     "monday"    
## [11] "late"       "edition"   
## [ ... and 470 more ]
## 
## Irian_Jaya13.pdf :
##  [1] "shot"       "fire"       "irian"      "jaya"       "citi"      
##  [6] "polic"      "pull"       "separatist" "flag"       "agenc"     
## [11] "franc"      "press"     
## [ ... and 289 more ]
## 
## Irian_Jaya14.pdf :
##  [1] "irian"          "jaya"           "independ"       "support"       
##  [5] "rampag"         "kill"           "indonesian"     "policemen"     
##  [9] "deutsch"        "presse-agentur" "decemb"         "thursday"      
## [ ... and 365 more ]
## 
## [ reached max_ndoc ... 24 more documents ]
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Irian_Jaya.tokens2

#create dfm from first tokenized steps

#word cloud

#co-occurance

##      polic        two       kill separatist      death    protest       flag 
##     176945      91009      82855      76561      58983      55812      52954 
##     senior       wena      rebel 
##      49576      44989      44641
##  [1] "polic"        "two"          "kill"         "separatist"   "death"       
##  [6] "protest"      "flag"         "senior"       "wena"         "rebel"       
## [11] "push"         "eluay"        "pro-independ" "fire"         "sinc"        
## [16] "leader"       "day"          "rais"         "said"         "provinc"     
## [21] "six"          "open"         "arrow"        "indonesia"    "friday"