## Package version: 2.1.2
## Parallel computing: 2 of 8 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':
##
## terms
##
## Attaching package: 'rsconnect'
## The following object is masked from 'package:devtools':
##
## lint
##
## Attaching package: 'packrat'
## The following objects are masked from 'package:devtools':
##
## install, install_local
#create corpus
## readtext object consisting of 30 documents and 2 docvars.
## # Description: df[,4] [30 x 4]
## doc_id text docvar1 docvar2
## <chr> <chr> <chr> <chr>
## 1 North_Cyprus1.pdf "\" A Cyprus \"..." North Cyprus1
## 2 North_Cyprus10.pdf "\" Cyprus: \"..." North Cyprus10
## 3 North_Cyprus11.pdf "\" \"..." North Cyprus11
## 4 North_Cyprus12.pdf "\" \"..." North Cyprus12
## 5 North_Cyprus13.pdf "\" \"..." North Cyprus13
## 6 North_Cyprus14.pdf "\" \"..." North Cyprus14
## # ... with 24 more rows
#create corpus
## [1] 30
## docvar1 docvar2
## 1 North Cyprus1
## 2 North Cyprus10
## 3 North Cyprus11
## 4 North Cyprus12
## 5 North Cyprus13
## 6 North Cyprus14
## Corpus consisting of 30 documents, showing 30 documents:
##
## Text Types Tokens Sentences docvar1 docvar2
## North_Cyprus1.pdf 827 2311 108 North Cyprus1
## North_Cyprus10.pdf 531 1237 43 North Cyprus10
## North_Cyprus11.pdf 701 1614 55 North Cyprus11
## North_Cyprus12.pdf 1788 6726 227 North Cyprus12
## North_Cyprus13.pdf 515 1039 35 North Cyprus13
## North_Cyprus14.pdf 356 742 26 North Cyprus14
## North_Cyprus15.pdf 170 315 10 North Cyprus15
## North_Cyprus16.pdf 595 1397 51 North Cyprus16
## North_Cyprus17.pdf 515 1366 44 North Cyprus17
## North_Cyprus18.pdf 571 1632 47 North Cyprus18
## North_Cyprus19.pdf 342 746 29 North Cyprus19
## North_Cyprus2.pdf 685 1540 55 North Cyprus2
## North_Cyprus20.pdf 344 988 22 North Cyprus20
## North_Cyprus21.pdf 642 1687 53 North Cyprus21
## North_Cyprus22.pdf 545 1286 57 North Cyprus22
## North_Cyprus23.pdf 1349 4983 149 North Cyprus23
## North_Cyprus24.pdf 2267 10221 444 North Cyprus24
## North_Cyprus25.pdf 387 810 38 North Cyprus25
## North_Cyprus26.pdf 219 400 15 North Cyprus26
## North_Cyprus27.pdf 193 372 10 North Cyprus27
## North_Cyprus28.pdf 263 578 19 North Cyprus28
## North_Cyprus29.pdf 296 695 30 North Cyprus29
## North_Cyprus3.pdf 238 500 21 North Cyprus3
## North_Cyprus30.pdf 385 905 36 North Cyprus30
## North_Cyprus4.pdf 387 1025 41 North Cyprus4
## North_Cyprus5.pdf 879 2210 95 North Cyprus5
## North_Cyprus6.pdf 358 836 19 North Cyprus6
## North_Cyprus7.pdf 326 743 22 North Cyprus7
## North_Cyprus8.pdf 311 714 29 North Cyprus8
## North_Cyprus9.pdf 435 992 34 North Cyprus9
#create dfm
## Length Class Mode
## 131640 dfm S4
#Cleaning up using tokens
## Length Class Mode
## North_Cyprus1.pdf 1103 -none- character
## North_Cyprus10.pdf 620 -none- character
## North_Cyprus11.pdf 820 -none- character
## North_Cyprus12.pdf 3406 -none- character
## North_Cyprus13.pdf 550 -none- character
## North_Cyprus14.pdf 380 -none- character
## North_Cyprus15.pdf 170 -none- character
## North_Cyprus16.pdf 658 -none- character
## North_Cyprus17.pdf 706 -none- character
## North_Cyprus18.pdf 741 -none- character
## North_Cyprus19.pdf 389 -none- character
## North_Cyprus2.pdf 802 -none- character
## North_Cyprus20.pdf 471 -none- character
## North_Cyprus21.pdf 778 -none- character
## North_Cyprus22.pdf 568 -none- character
## North_Cyprus23.pdf 2271 -none- character
## North_Cyprus24.pdf 4865 -none- character
## North_Cyprus25.pdf 415 -none- character
## North_Cyprus26.pdf 199 -none- character
## North_Cyprus27.pdf 207 -none- character
## North_Cyprus28.pdf 286 -none- character
## North_Cyprus29.pdf 323 -none- character
## North_Cyprus3.pdf 247 -none- character
## North_Cyprus30.pdf 451 -none- character
## North_Cyprus4.pdf 513 -none- character
## North_Cyprus5.pdf 1065 -none- character
## North_Cyprus6.pdf 416 -none- character
## North_Cyprus7.pdf 374 -none- character
## North_Cyprus8.pdf 359 -none- character
## North_Cyprus9.pdf 479 -none- character
#kwic doesn’t work with dfm, so you have to use tokens
| North_Cyprus12.pdf |
2271 |
2271 |
cyprus eu access |
fate |
turkish part inform |
fate |
| North_Cyprus24.pdf |
608 |
608 |
hand state concern |
fate |
turkey surround middl |
fate |
| North_Cyprus10.pdf |
9 |
9 |
date back british |
coloni |
meddl convers unite |
coloni |
| North_Cyprus10.pdf |
147 |
147 |
legitim govern nicosia |
coloni |
aspect tend overlook |
coloni |
| North_Cyprus10.pdf |
217 |
217 |
lausann treati remain |
coloni |
end 1950s water |
coloni |
| North_Cyprus10.pdf |
230 |
230 |
date back british |
coloni |
meddl time island |
coloni |
| North_Cyprus10.pdf |
264 |
264 |
henri hopkinson uk |
coloni |
affair minist gave |
coloni |
| North_Cyprus10.pdf |
279 |
279 |
follow path british |
coloni |
gradual assist toward |
coloni |
| North_Cyprus10.pdf |
431 |
431 |
separ repres various |
coloni |
institut divid popul |
coloni |
| North_Cyprus10.pdf |
508 |
508 |
insurg call end |
coloni |
rule british use |
coloni |
| North_Cyprus10.pdf |
597 |
597 |
date back british |
coloni |
meddl ilia xypolia |
coloni |
| North_Cyprus11.pdf |
191 |
191 |
struggl forc british |
coloni |
forc withdraw complet |
coloni |
| North_Cyprus11.pdf |
226 |
226 |
ethnic tension fact |
coloni |
hangov year british |
coloni |
| North_Cyprus11.pdf |
230 |
230 |
hangov year british |
coloni |
author exercis trademark |
coloni |
| North_Cyprus11.pdf |
567 |
567 |
enact polici settler |
coloni |
share broad contour |
coloni |
| North_Cyprus18.pdf |
125 |
125 |
abandon benevol british |
coloni |
rule greek coloni |
coloni |
| North_Cyprus18.pdf |
128 |
128 |
coloni rule greek |
coloni |
rule happi prospect |
coloni |
| North_Cyprus22.pdf |
165 |
165 |
counsel act solictor-gener |
coloni |
worst eoka greek |
coloni |
| North_Cyprus23.pdf |
1637 |
1637 |
ident follow end |
coloni |
period sens ident |
coloni |
| North_Cyprus24.pdf |
374 |
374 |
offici becam british |
coloni |
movement enosi movement |
coloni |
| North_Cyprus24.pdf |
484 |
484 |
hopkinson british minist |
coloni |
state alway recogn |
coloni |
| North_Cyprus25.pdf |
74 |
74 |
broke former british |
coloni |
cyprus gain independ |
coloni |
| North_Cyprus29.pdf |
86 |
86 |
power former british |
coloni |
cyprus gain independ |
coloni |
| North_Cyprus9.pdf |
168 |
168 |
enclav brought peopl |
coloni |
communiti master state |
coloni |
| North_Cyprus1.pdf |
1034 |
1034 |
collaps turkish forc |
occupi |
third island enforc |
occupi |
| North_Cyprus11.pdf |
573 |
573 |
contour israeli design |
occupi |
palestinian territori unlike |
occupi |
| North_Cyprus14.pdf |
158 |
158 |
northern cyprus illegitim |
occupi |
territori trade embargo |
occupi |
| North_Cyprus15.pdf |
119 |
119 |
turkish troop invad |
occupi |
northern one-third eastern |
occupi |
| North_Cyprus17.pdf |
121 |
121 |
greek republ turkish |
occupi |
island north turkey |
occupi |
| North_Cyprus17.pdf |
129 |
129 |
exist republ cyprus |
occupi |
northern portion island |
occupi |
| North_Cyprus23.pdf |
1432 |
1432 |
overarch ident societi |
occupi |
island allow hijack |
occupi |
| North_Cyprus24.pdf |
50 |
50 |
width mile ottoman |
occupi |
island remain rule |
occupi |
| North_Cyprus24.pdf |
2523 |
2523 |
effort greek side |
occupi |
tri incit ethno-nationalist |
occupi |
| North_Cyprus25.pdf |
97 |
97 |
partit island militari |
occupi |
ethnic turkish north |
occupi |
| North_Cyprus26.pdf |
134 |
134 |
troop station cyprus |
occupi |
northern third respons |
occupi |
| North_Cyprus29.pdf |
121 |
121 |
cyprus north island |
occupi |
turkish republ northern |
occupi |
| North_Cyprus5.pdf |
778 |
778 |
properti prevent visit |
occupi |
home north hundr |
occupi |
| North_Cyprus6.pdf |
50 |
50 |
agreement illeg regim |
occupi |
area republ cyprus |
occupi |
| North_Cyprus6.pdf |
308 |
308 |
turkey whose troop |
occupi |
cyprus northern part |
occupi |
| North_Cyprus6.pdf |
339 |
339 |
turkish cypriot regim |
occupi |
cyprus delin call |
occupi |
| North_Cyprus7.pdf |
242 |
242 |
flee north cyprus |
occupi |
turkey sinc runaway |
occupi |
| North_Cyprus5.pdf |
918 |
918 |
final diplomat cost |
occupat |
now becom major |
occupat |
| North_Cyprus12.pdf |
1805 |
1805 |
resolut describ armenian |
massacr |
genocid debat eu |
massacr |
| North_Cyprus13.pdf |
260 |
260 |
interven cyprus stop |
massacr |
turkish cypriot one |
massacr |
| North_Cyprus13.pdf |
315 |
315 |
divis island end |
massacr |
intern opinion welcom |
massacr |
| North_Cyprus24.pdf |
391 |
391 |
demonstr began forc |
suppress |
british administr island |
suppress |
| North_Cyprus10.pdf |
429 |
429 |
cypriot meant separ |
repres |
various coloni institut |
repres |
| North_Cyprus11.pdf |
416 |
416 |
cyprus sole intern |
repres |
entir island greek |
repres |
| North_Cyprus12.pdf |
458 |
458 |
militari turkish cypriot |
repres |
percent popul end |
repres |
| North_Cyprus12.pdf |
1626 |
1626 |
drain northern cyprus |
repres |
turkey allow greec |
repres |
| North_Cyprus12.pdf |
1794 |
1794 |
october u.s hous |
repres |
pressur white hous |
repres |
| North_Cyprus17.pdf |
331 |
331 |
reservoir turkish govern |
repres |
northern portion cypriot |
repres |
| North_Cyprus17.pdf |
523 |
523 |
year govern profession |
repres |
greek cypriot side |
repres |
| North_Cyprus18.pdf |
472 |
472 |
tribun compos four |
repres |
one cyprus britain |
repres |
| North_Cyprus20.pdf |
248 |
248 |
arabia least open |
repres |
offic island cyprus |
repres |
| North_Cyprus20.pdf |
334 |
334 |
countri countri open |
repres |
offic republ ad |
repres |
| North_Cyprus23.pdf |
143 |
143 |
realpolitik britain cypriot |
repres |
power greec turkey |
repres |
| North_Cyprus23.pdf |
2053 |
2053 |
annan plan vote |
repres |
percent vote percent |
repres |
| North_Cyprus24.pdf |
2904 |
2904 |
arriv rauf denktash |
repres |
greek cypriot settlement |
repres |
| North_Cyprus24.pdf |
3020 |
3020 |
annan hectic negoti |
repres |
greek cypriot turkish |
repres |
| North_Cyprus29.pdf |
30 |
30 |
c zackheo cypriot |
repres |
unite nation spoke |
repres |
| North_Cyprus29.pdf |
47 |
47 |
european union zackheo |
repres |
greek cypriot govern |
repres |
| North_Cyprus29.pdf |
157 |
157 |
fifth round negoti |
repres |
turkish cypriot decid |
repres |
| North_Cyprus29.pdf |
274 |
274 |
cypriot speech way |
repres |
turkish cypriot expect |
repres |
## Tokens consisting of 30 documents and 2 docvars.
## North_Cyprus1.pdf :
## [1] "cyprus" "world" "pass" "divid"
## [5] "island" "turkish" "north" "retain"
## [9] "old-tim" "mediterranean" "feel" "catalina"
## [ ... and 1,091 more ]
##
## North_Cyprus10.pdf :
## [1] "cyprus" "danger" "row" "gas" "explor" "date" "back"
## [8] "british" "coloni" "meddl" "convers" "unite"
## [ ... and 608 more ]
##
## North_Cyprus11.pdf :
## [1] "cyprus" "forgotten" "occup" "bikya"
## [5] "new" "august" "sunday" "bikya"
## [9] "new" "provid" "syndigate.info" "albawaba.com"
## [ ... and 808 more ]
##
## North_Cyprus12.pdf :
## [1] "cyprus" "predict" "crisi" "nation" "interest" "januari"
## [7] "nation" "affair" "inc" "length" "word" "bylin"
## [ ... and 3,394 more ]
##
## North_Cyprus13.pdf :
## [1] "cyprus" "current" "situat" "daili" "time" "pk"
## [7] "novemb" "saturday" "right" "vision" "new" "right"
## [ ... and 538 more ]
##
## North_Cyprus14.pdf :
## [1] "five" "question" "turkish" "republ" "northern" "cyprus"
## [7] "agenc" "franc" "press" "english" "april" "thursday"
## [ ... and 368 more ]
##
## [ reached max_ndoc ... 24 more documents ]
North_Cyprus.tokens2
#create dfm from first tokenized steps
#word cloud 
#co-occurance
## cypriot turkey union european greek communiti membership
## 204192 161199 136008 121618 116980 93440 90872
## relat soviet ankara
## 84674 84173 80244
## [1] "cypriot" "turkey" "union" "european" "greek"
## [6] "communiti" "membership" "relat" "soviet" "ankara"
## [11] "thus" "eu" "greec" "parti" "us"
## [16] "quest" "power" "support" "crisi" "independ"
## [21] "made" "accept" "effort" "britain" "ident"
