## 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':
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## 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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## Attaching package: 'rsconnect'
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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 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
| 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 |
| 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 |
| Murrawarri5.pdf |
200 |
200 |
decid within nation |
free |
form tyrann oppress |
free |
| Murrawarri7.pdf |
210 |
210 |
murrawarri republ continu |
free |
independ state line |
free |
| Murrawarri5.pdf |
134 |
134 |
term aspect mabo |
decis |
constitut expert sure |
decis |
| Murrawarri5.pdf |
330 |
330 |
sovereignti recent mitchel |
decis |
mohawk council akwesasn |
decis |
| Murrawarri6.pdf |
302 |
302 |
constitut shall adopt |
referendum |
murrawarri peopl later |
referendum |
| 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 |
| Murrawarri6.pdf |
257 |
257 |
murrawarri ancient land |
occupi |
time settlement colonis |
occupi |
| Murrawarri2.pdf |
258 |
258 |
indigen mps late |
liber |
senat nevill bonner |
liber |
| Murrawarri2.pdf |
267 |
267 |
aden ridgeway briefli |
liber |
ken wyatt lower |
liber |
| 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 |
| 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 |
## 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 ]
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"
