## Package version: 2.1.2
## Parallel computing: 2 of 2 threads used.
## See https://quanteda.io for tutorials and examples.
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## Attaching package: 'quanteda'
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R Markdown

#create corpus

## readtext object consisting of 5 documents and 1 docvar.
## # Description: df[,3] [5 × 3]
##   doc_id       text                docvar1 
##   <chr>        <chr>               <chr>   
## 1 Karenni1.pdf "\"          \"..." Karenni1
## 2 Karenni2.pdf "\"  Thailand\"..." Karenni2
## 3 Karenni3.pdf "\"          \"..." Karenni3
## 4 Karenni4.pdf "\"   An Unju\"..." Karenni4
## 5 Karenni5.pdf "\"       Kar\"..." Karenni5

#create corpus

## [1] 5
##    docvar1
## 1 Karenni1
## 2 Karenni2
## 3 Karenni3
## 4 Karenni4
## 5 Karenni5
## Corpus consisting of 5 documents, showing 5 documents:
## 
##          Text Types Tokens Sentences  docvar1
##  Karenni1.pdf   394    895        42 Karenni1
##  Karenni2.pdf   489   1230        46 Karenni2
##  Karenni3.pdf  1134   3258       109 Karenni3
##  Karenni4.pdf   427    941        27 Karenni4
##  Karenni5.pdf   239    440        14 Karenni5

#create dfm

## Length  Class   Mode 
##   6390    dfm     S4

#Cleaning up using tokens

##              Length Class  Mode     
## Karenni1.pdf  454   -none- character
## Karenni2.pdf  598   -none- character
## Karenni3.pdf 1618   -none- character
## Karenni4.pdf  460   -none- character
## Karenni5.pdf  238   -none- character

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

docname from to pre keyword post pattern
Karenni1.pdf 16 16 ht media ltd right reserv length word right
Karenni2.pdf 21 21 thai new servic right reserv section regional right
Karenni2.pdf 284 284 shan state peopl right self-determin senior leader right
Karenni3.pdf 11 11 june friday asiantribune.com right reserv length word right
Karenni3.pdf 813 813 militari attack human right abus perpetr tatmadaw right
Karenni3.pdf 1467 1467 love democraci human right knpp refus make right
Karenni4.pdf 19 19 media compani limit right reserv section vol right
Karenni4.pdf 363 363 hold upright karenni right self-determin nation ident right
Karenni4.pdf 414 414 asia director human right watch recent stress right
docname from to pre keyword post pattern
Karenni1.pdf 1 1 independ burmes paper give independ
Karenni1.pdf 60 60 sever friend found independ kantarawaddi time october independ
Karenni1.pdf 235 235 found water page independ burmes paper give independ
Karenni1.pdf 340 340 time opposit newspap independ said targaychild issu independ
Karenni2.pdf 10 10 allianc group fight independ stronger ever thai independ
Karenni2.pdf 59 59 kilometr want recognis independ shan state colonel independ
Karenni2.pdf 75 75 burma help fight independ small man pit independ
Karenni2.pdf 106 106 convict yawd say independ freedom burma ethnic independ
Karenni2.pdf 248 248 allianc group fight independ stronger ever yawd independ
Karenni2.pdf 582 582 allianc group fight independ stronger ever came independ
Karenni3.pdf 156 156 nation-st karenni recogn independ neighbor state countri independ
Karenni3.pdf 208 208 dougla forsyth recogn independ four western karenni independ
Karenni3.pdf 224 224 shall remain separ independ sovereignti govern author independ
Karenni3.pdf 335 335 attend confer karenni independ countri fear attend independ
Karenni3.pdf 348 348 state risk lose independ karenni govern also independ
Karenni3.pdf 359 359 join might lose independ sovereignti februari member independ
Karenni3.pdf 374 374 burma intent form independ union burma karenni independ
Karenni3.pdf 395 395 allianc burma gain independ made clear interest independ
Karenni3.pdf 402 402 discuss propos constitut independ burma want luxembourg independ
Karenni3.pdf 435 435 establish unite karenni independ state council septemb independ
Karenni3.pdf 460 460 alreadi decid safeguard independ self-determin karenni state independ
Karenni3.pdf 496 496 old tradit entir independ carri day current independ
Karenni3.pdf 540 540 burma hurri obtain independ januari 4th short independ
Karenni3.pdf 707 707 karenni histor claim independ creat rift karenni independ
Karenni3.pdf 731 731 indigen group follow independ britain democraci last independ
Karenni3.pdf 1156 1156 karenni separatist caus independ negoti british connect independ
Karenni3.pdf 1429 1429 educ mass crucial independ also maintain valu independ
Karenni4.pdf 374 374 upon releas given independ judiciari stark question independ
Karenni5.pdf 196 196 sinc myanmar gain independ britain end 1990s independ
docname from to pre keyword post pattern
Karenni3.pdf 628 628 struggl make motherland free oppress govern burma free
Karenni4.pdf 426 426 militari civilian offici free prosecut theatr troup free
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
Karenni3.pdf 343 343 sponsor peopl british coloni shan state risk coloni
docname from to pre keyword post pattern
Karenni3.pdf 580 580 sinc karenni state occupi forc karenni episod occupi
Karenni3.pdf 614 614 success burmes govern occupi karenni state exploit occupi
docname from to pre keyword post pattern
docname from to pre keyword post pattern
Karenni1.pdf 143 143 karenni nation peopl liber front knplf karenni liber
Karenni3.pdf 1242 1242 karenni nation peopl liber front knplf sign liber
Karenni3.pdf 1512 1512 grant econom polit liber make peac accord liber
docname from to pre keyword post pattern
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Karenni3.pdf 242 242 seri three anglo-burman war british ethnic state war
Karenni3.pdf 271 271 occup forc world war ii great cost war
Karenni3.pdf 1331 1331 junta broke promis war carri also belong war
docname from to pre keyword post pattern
Karenni3.pdf 522 522 countri rate ethnic cleans doubt whether karenni cleans
Karenni3.pdf 1109 1109 educ worst ethnic cleans tatmadaw led myanmar cleans
Karenni3.pdf 1358 1358 econom pie ethnic cleans success karenni state cleans
docname from to pre keyword post pattern
## Tokens consisting of 5 documents and 1 docvar.
## Karenni1.pdf :
##  [1] "independ"   "burmes"     "paper"      "give"       "voic"      
##  [6] "refuge"     "indo-asian" "new"        "servic"     "october"   
## [11] "sunday"     "est"       
## [ ... and 442 more ]
## 
## Karenni2.pdf :
##  [1] "thailand" "myanmar"  "burma"    "rebel"    "leader"   "say"     
##  [7] "allianc"  "group"    "fight"    "independ" "stronger" "ever"    
## [ ... and 586 more ]
## 
## Karenni3.pdf :
##  [1] "genuin"           "peac"             "divid"            "rule"            
##  [5] "tactic"           "asian"            "tribun"           "june"            
##  [9] "friday"           "asiantribune.com" "right"            "reserv"          
## [ ... and 1,606 more ]
## 
## Karenni4.pdf :
##  [1] "unjust"   "sentenc"  "karenni"  "verdict"  "rais"     "question"
##  [7] "defenc"   "ethnic"   "ident"    "mizzima"  "busi"     "week"    
## [ ... and 448 more ]
## 
## Karenni5.pdf :
##  [1] "karenni" "rebel"   "commit"  "arm"     "struggl" "despit"  "defect" 
##  [8] "report"  "agenc"   "franc"   "press"   "english"
## [ ... and 226 more ]
docname from to pre keyword post pattern
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Karenni.tokens2

#create dfm from first tokenized steps

#word cloud

#co-occurance

## displac  govern  leader    cent     per   popul karenni   junta    rule    forc 
##   15582   13080   11506   10676   10612   10242    8016    7739    7725    7502
##  [1] "displac"  "govern"   "leader"   "cent"     "per"      "popul"   
##  [7] "karenni"  "junta"    "rule"     "forc"     "make"     "peopl"   
## [13] "peac"     "state"    "number"   "knpp"     "tatmadaw" "british" 
## [19] "burma"    "shan"     "histori"  "world"    "movement" "myanmar" 
## [25] "want"