## Package version: 2.1.2
## Parallel computing: 2 of 2 threads used.
## See https://quanteda.io for tutorials and examples.
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##     install, install_local

R Markdown

#create corpus

## readtext object consisting of 7 documents and 1 docvar.
## # Description: df[,3] [7 × 3]
##   doc_id          text                docvar1    
##   <chr>           <chr>               <chr>      
## 1 Murrawarri1.pdf "\"Murray-Dar\"..." Murrawarri1
## 2 Murrawarri2.pdf "\"          \"..." Murrawarri2
## 3 Murrawarri3.pdf "\"          \"..." Murrawarri3
## 4 Murrawarri4.pdf "\" Australia\"..." Murrawarri4
## 5 Murrawarri5.pdf "\"          \"..." Murrawarri5
## 6 Murrawarri6.pdf "\"      New \"..." Murrawarri6
## # … with 1 more row

#create corpus

## [1] 7
##       docvar1
## 1 Murrawarri1
## 2 Murrawarri2
## 3 Murrawarri3
## 4 Murrawarri4
## 5 Murrawarri5
## 6 Murrawarri6
## Corpus consisting of 7 documents, showing 7 documents:
## 
##             Text Types Tokens Sentences     docvar1
##  Murrawarri1.pdf   255    569        21 Murrawarri1
##  Murrawarri2.pdf   408    808        31 Murrawarri2
##  Murrawarri3.pdf   526   1219        41 Murrawarri3
##  Murrawarri4.pdf   511   1458        41 Murrawarri4
##  Murrawarri5.pdf   481   1148        33 Murrawarri5
##  Murrawarri6.pdf   400   1075        23 Murrawarri6
##  Murrawarri7.pdf   291    751        22 Murrawarri7

#create dfm

## Length  Class   Mode 
##   8050    dfm     S4

#Cleaning up using tokens

##                 Length Class  Mode     
## Murrawarri1.pdf 275    -none- character
## Murrawarri2.pdf 408    -none- character
## Murrawarri3.pdf 632    -none- character
## Murrawarri4.pdf 659    -none- character
## Murrawarri5.pdf 586    -none- character
## Murrawarri6.pdf 506    -none- character
## Murrawarri7.pdf 365    -none- character

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

docname from to pre keyword post pattern
Murrawarri1.pdf 10 10 stronger voic indigen right abc region new right
Murrawarri1.pdf 22 22 australian broadcast corpor right reserv length word right
Murrawarri1.pdf 86 86 also pledg uphold right mother earth murrawarri right
Murrawarri1.pdf 185 185 stronger voic indigen right said process taken right
Murrawarri1.pdf 230 230 said want self-determin right australia oblig assist right
Murrawarri2.pdf 14 14 new zealand herald right reserv section news right
Murrawarri2.pdf 48 48 feder declar independ right thousand year continu right
Murrawarri3.pdf 17 17 solut privat limit right reserv length word right
Murrawarri3.pdf 433 433 first nation peopl right moral oblig care right
Murrawarri4.pdf 17 17 pm est llc right reserv length word right
Murrawarri4.pdf 193 193 movement question citizenship right possibl ramif may right
Murrawarri4.pdf 288 288 import also recognis right diaspora just murrawarri right
Murrawarri4.pdf 300 300 live outsid countri right live countri immun right
Murrawarri4.pdf 399 399 nation aborigin sovereign right point must cautious right
Murrawarri4.pdf 406 406 espous un declar right indigen peopl declar right
Murrawarri4.pdf 421 421 state alternat major right defin un declar right
Murrawarri4.pdf 433 433 intern law includ right self-determin without recognis right
Murrawarri4.pdf 456 456 establish principl equal right self-determin peopl everi right
Murrawarri4.pdf 467 467 action depriv peopl right self-determin freedom independ right
Murrawarri4.pdf 477 477 action pursuit exercis right self-determin peopl entitl right
Murrawarri4.pdf 548 548 need fulli inform right sovereign independ nation right
Murrawarri4.pdf 583 583 provid warranti confer right materi inform provid right
Murrawarri4.pdf 641 641 re-distributor expressli reserv right delet stori sole right
Murrawarri5.pdf 27 27 pm est llc right reserv length word right
Murrawarri5.pdf 348 348 intern natur aborigin right ensur aborigin customari right
Murrawarri5.pdf 352 352 ensur aborigin customari right preserv across intern right
Murrawarri5.pdf 358 358 intern border aborigin right clear distinguish recogn right
Murrawarri5.pdf 378 378 intern discuss indigen right discuss made unite right
Murrawarri5.pdf 391 391 map countri land right nativ titl australia right
Murrawarri5.pdf 451 451 case relat aborigin right part english common right
Murrawarri5.pdf 460 460 new common law right establish legal norm right
Murrawarri5.pdf 474 474 law relat aborigin right just canada common right
Murrawarri5.pdf 504 504 popul conquer cede right sovereignti new colon right
Murrawarri5.pdf 519 519 court hold aborigin right surviv impos british right
Murrawarri6.pdf 18 18 pm est llc right reserv length word right
Murrawarri6.pdf 159 159 natural ancestral inherent right strength resolution people right
Murrawarri6.pdf 362 362 equal social polit right inhabit irrespect religion right
Murrawarri7.pdf 17 17 pm est llc right reserv length word right
Murrawarri7.pdf 298 298 provid warranti confer right materi inform provid right
Murrawarri7.pdf 356 356 re-distributor expressli reserv right delet stori sole right
docname from to pre keyword post pattern
Murrawarri2.pdf 47 47 australian feder declar independ right thousand year independ
Murrawarri4.pdf 3 3 australia declar independ advanc brisban treati independ
Murrawarri4.pdf 30 30 deliv australia declar independ advanc brisban treati independ
Murrawarri4.pdf 263 263 peopl seek declar independ within homeland need independ
Murrawarri4.pdf 274 274 posit make declar independ water page australia independ
Murrawarri4.pdf 279 279 page australia declar independ advanc brisban treati independ
Murrawarri4.pdf 325 325 anangu law declar independ land whose owner independ
Murrawarri4.pdf 330 330 whose owner declar independ subject law origin independ
Murrawarri4.pdf 343 343 main topic declar independ model process govern independ
Murrawarri4.pdf 375 375 inform kit sovereignti independ develop circul within independ
Murrawarri4.pdf 470 470 right self-determin freedom independ action resist forcibl independ
Murrawarri4.pdf 518 518 aborigin nation declar independ treati other recognit independ
Murrawarri4.pdf 550 550 inform right sovereign independ nation peopl michael independ
Murrawarri4.pdf 652 652 page australia declar independ advanc brisban treati independ
Murrawarri5.pdf 97 97 hooper recent declar independ murrawarri nation clear independ
Murrawarri5.pdf 179 179 refer unite nation independ mediat process fail independ
Murrawarri5.pdf 218 218 next step declar independ pre-exist continu sovereign independ
Murrawarri7.pdf 48 48 murrawarri nation continu independ statehood murrawarri peopl independ
Murrawarri7.pdf 54 54 peopl declar continu independ statehood 30th march independ
Murrawarri7.pdf 59 59 30th march declar independ statehood line murrawarri independ
Murrawarri7.pdf 90 90 murrawarri nation continu independ statehood request royal independ
Murrawarri7.pdf 175 175 accept world newest independ nation line unite independ
Murrawarri7.pdf 211 211 republ continu free independ state line internat independ
docname from to pre keyword post pattern
Murrawarri5.pdf 200 200 decid within nation free form tyrann oppress free
Murrawarri7.pdf 210 210 murrawarri republ continu free independ state line free
docname from to pre keyword post pattern
docname from to pre keyword post pattern
Murrawarri5.pdf 134 134 term aspect mabo decis constitut expert sure decis
Murrawarri5.pdf 330 330 sovereignti recent mitchel decis mohawk council akwesasn decis
docname from to pre keyword post pattern
docname from to pre keyword post pattern
Murrawarri6.pdf 302 302 constitut shall adopt referendum murrawarri peopl later referendum
docname from to pre keyword post pattern
docname from to pre keyword post pattern
Murrawarri1.pdf 128 128 sovereignti never acquiesc coloni titl crown england coloni
Murrawarri3.pdf 361 361 peopl alreadi endur coloni place like u.s coloni
Murrawarri3.pdf 397 397 enough dismantl way coloni still oper today coloni
Murrawarri5.pdf 149 149 sovereignti aborigin nation coloni australian state come coloni
Murrawarri6.pdf 201 201 crown former british coloni state new south coloni
docname from to pre keyword post pattern
Murrawarri6.pdf 257 257 murrawarri ancient land occupi time settlement colonis occupi
docname from to pre keyword post pattern
docname from to pre keyword post pattern
Murrawarri2.pdf 258 258 indigen mps late liber senat nevill bonner liber
Murrawarri2.pdf 267 267 aden ridgeway briefli liber ken wyatt lower liber
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
Murrawarri4.pdf 455 455 relat establish principl equal right self-determin peopl equal
Murrawarri6.pdf 359 359 peopl ensur complet equal social polit right equal
Murrawarri6.pdf 410 410 develop sovereign state equal world appeal unite equal
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
Murrawarri4.pdf 204 204 submit discuss post war immigr entitl hold war
Murrawarri6.pdf 234 234 process treati act war declar murrawarri nation war
Murrawarri7.pdf 148 148 document show declar war murrawarri nation peopl war
docname from to pre keyword post pattern
docname from to pre keyword post pattern
## Tokens consisting of 7 documents and 1 docvar.
## Murrawarri1.pdf :
##  [1] "murray-darl" "aborigin"    "nation"      "sign"        "treati"     
##  [6] "hope"        "stronger"    "voic"        "indigen"     "right"      
## [11] "abc"         "region"     
## [ ... and 263 more ]
## 
## Murrawarri2.pdf :
##  [1] "indigen"  "backlash" "cost"     "labor"    "seat"     "new"     
##  [7] "zealand"  "herald"   "august"   "thursday" "new"      "zealand" 
## [ ... and 396 more ]
## 
## Murrawarri3.pdf :
##  [1] "fight"    "land"     "cultur"   "face"     "climat"   "chang"   
##  [7] "premium"  "official" "new"      "august"   "friday"   "plus"    
## [ ... and 620 more ]
## 
## Murrawarri4.pdf :
##  [1] "australia" "declar"    "independ"  "advanc"    "brisban"   "treati"   
##  [7] "talk"      "indigen"   "peopl"     "issue"     "resourc"   "may"      
## [ ... and 647 more ]
## 
## Murrawarri5.pdf :
##  [1] "australia"      "anderson"       "challeng"       "prof"          
##  [5] "georg"          "william"        "commonwealth"   "attorney-gener"
##  [9] "public"         "debat"          "first"          "nation"        
## [ ... and 574 more ]
## 
## Murrawarri6.pdf :
##  [1] "new"        "south"      "wale"       "declar"     "continu"   
##  [6] "state"      "murrawarri" "nation"     "indigen"    "peopl"     
## [11] "issue"      "resourc"   
## [ ... and 494 more ]
## 
## [ reached max_ndoc ... 1 more document ]
docname from to pre keyword post pattern
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docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern
docname from to pre keyword post pattern

Murrawarri.tokens2

#create dfm from first tokenized steps

#word cloud

#co-occurance

##      peopl    content       land     declar   independ      state murrawarri 
##      10029       5713       5398       5171       4887       4877       4503 
##    william   authorit     climat 
##       4334       4265       4200
##  [1] "peopl"          "content"        "land"           "declar"        
##  [5] "independ"       "state"          "murrawarri"     "william"       
##  [9] "authorit"       "climat"         "prof"           "court"         
## [13] "chang"          "cultur"         "legal"          "ancient"       
## [17] "live"           "republic"       "re-distributor" "establish"     
## [21] "declare"        "continu"        "law"            "talk"          
## [25] "justic"