## 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':
##
## 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
R Markdown
#create corpus
## readtext object consisting of 30 documents and 1 docvar.
## # Description: df[,3] [30 × 3]
## doc_id text docvar1
## <chr> <chr> <chr>
## 1 Azawad1.pdf "\" \"..." Azawad1
## 2 Azawad10.pdf "\" \"..." Azawad10
## 3 Azawad11.pdf "\" \"..." Azawad11
## 4 Azawad12.pdf "\" Mali\"..." Azawad12
## 5 Azawad13.pdf "\" ‚l‚r‚l‚\"..." Azawad13
## 6 Azawad14.pdf "\" \"..." Azawad14
## # … with 24 more rows
#create corpus
## [1] 30
## docvar1
## 1 Azawad1
## 2 Azawad10
## 3 Azawad11
## 4 Azawad12
## 5 Azawad13
## 6 Azawad14
## Corpus consisting of 30 documents, showing 30 documents:
##
## Text Types Tokens Sentences docvar1
## Azawad1.pdf 500 1057 28 Azawad1
## Azawad10.pdf 214 385 11 Azawad10
## Azawad11.pdf 832 2072 74 Azawad11
## Azawad12.pdf 479 1157 27 Azawad12
## Azawad13.pdf 382 954 24 Azawad13
## Azawad14.pdf 338 749 25 Azawad14
## Azawad15.pdf 642 1820 94 Azawad15
## Azawad16.pdf 390 800 21 Azawad16
## Azawad17.pdf 581 1514 48 Azawad17
## Azawad18.pdf 400 906 26 Azawad18
## Azawad19.pdf 240 496 9 Azawad19
## Azawad2.pdf 831 2207 92 Azawad2
## Azawad20.pdf 513 1235 45 Azawad20
## Azawad21.pdf 990 2670 83 Azawad21
## Azawad22.pdf 612 1660 51 Azawad22
## Azawad23.pdf 533 1146 36 Azawad23
## Azawad24.pdf 262 602 11 Azawad24
## Azawad25.pdf 494 1207 61 Azawad25
## Azawad26.pdf 653 1766 49 Azawad26
## Azawad27.pdf 488 1164 33 Azawad27
## Azawad28.pdf 471 992 31 Azawad28
## Azawad29.pdf 515 1209 28 Azawad29
## Azawad3.pdf 182 333 8 Azawad3
## Azawad30.pdf 711 1793 61 Azawad30
## Azawad4.pdf 934 2625 82 Azawad4
## Azawad5.pdf 281 646 19 Azawad5
## Azawad6.pdf 463 1014 47 Azawad6
## Azawad7.pdf 343 855 24 Azawad7
## Azawad8.pdf 1100 3278 105 Azawad8
## Azawad9.pdf 386 998 35 Azawad9
#create dfm
## Length Class Mode
## 106410 dfm S4
#Cleaning up using tokens
## Length Class Mode
## Azawad1.pdf 572 -none- character
## Azawad10.pdf 194 -none- character
## Azawad11.pdf 981 -none- character
## Azawad12.pdf 557 -none- character
## Azawad13.pdf 471 -none- character
## Azawad14.pdf 412 -none- character
## Azawad15.pdf 781 -none- character
## Azawad16.pdf 399 -none- character
## Azawad17.pdf 728 -none- character
## Azawad18.pdf 444 -none- character
## Azawad19.pdf 241 -none- character
## Azawad2.pdf 1107 -none- character
## Azawad20.pdf 610 -none- character
## Azawad21.pdf 1442 -none- character
## Azawad22.pdf 817 -none- character
## Azawad23.pdf 564 -none- character
## Azawad24.pdf 281 -none- character
## Azawad25.pdf 610 -none- character
## Azawad26.pdf 806 -none- character
## Azawad27.pdf 587 -none- character
## Azawad28.pdf 484 -none- character
## Azawad29.pdf 598 -none- character
## Azawad3.pdf 174 -none- character
## Azawad30.pdf 860 -none- character
## Azawad4.pdf 1378 -none- character
## Azawad5.pdf 320 -none- character
## Azawad6.pdf 510 -none- character
## Azawad7.pdf 394 -none- character
## Azawad8.pdf 1539 -none- character
## Azawad9.pdf 473 -none- character
#kwic doesn’t work with dfm, so you have to use tokens
| Azawad1.pdf |
16 |
16 |
agenc franc press |
right |
reserv length word |
right |
| Azawad1.pdf |
515 |
515 |
bassol said announc |
right |
direct expect coup |
right |
| Azawad10.pdf |
13 |
13 |
saturday est llc |
right |
reserv web blog |
right |
| Azawad11.pdf |
18 |
18 |
allafrica global media |
right |
reserv length word |
right |
| Azawad11.pdf |
851 |
851 |
mission late went |
right |
mnla base talk |
right |
| Azawad12.pdf |
22 |
22 |
british broadcast corpor |
right |
reserv length word |
right |
| Azawad12.pdf |
539 |
539 |
share respons human |
right |
crime commit cours |
right |
| Azawad13.pdf |
36 |
36 |
british broadcast corpor |
right |
reserv length word |
right |
| Azawad14.pdf |
16 |
16 |
friday rtt new |
right |
reserv length word |
right |
| Azawad14.pdf |
406 |
406 |
editorial@rttnews.com c rttnews.com |
right |
reserv load-dat april |
right |
| Azawad15.pdf |
23 |
23 |
british broadcast corpor |
right |
reserv length word |
right |
| Azawad16.pdf |
25 |
25 |
syndigate.info albawaba.com compani |
right |
reserv length word |
right |
| Azawad16.pdf |
292 |
292 |
sanction way mali |
right |
now want keep |
right |
| Azawad16.pdf |
311 |
311 |
said coup leader |
right |
attitud sanction lift |
right |
| Azawad17.pdf |
22 |
22 |
british broadcast corpor |
right |
reserv length word |
right |
| Azawad18.pdf |
21 |
21 |
british broadcast corpor |
right |
reserv length word |
right |
| Azawad18.pdf |
356 |
356 |
said safeguard resid |
right |
war left singl |
right |
| Azawad19.pdf |
24 |
24 |
british broadcast corpor |
right |
reserv length word |
right |
| Azawad2.pdf |
20 |
20 |
media inc syndigate.info |
right |
reserv length word |
right |
| Azawad2.pdf |
135 |
135 |
state separ mali |
right |
govern land call |
right |
| Azawad2.pdf |
516 |
516 |
start new rebellion |
right |
meshkenani told al |
right |
| Azawad20.pdf |
30 |
30 |
guardian newspap limit |
right |
reserv section guardian |
right |
| Azawad20.pdf |
498 |
498 |
town menaka human |
right |
group said gaetan |
right |
| Azawad21.pdf |
22 |
22 |
media inc syndigate.info |
right |
reserv length word |
right |
| Azawad22.pdf |
22 |
22 |
british broadcast corpor |
right |
reserv length word |
right |
| Azawad23.pdf |
17 |
17 |
pm est llc |
right |
reserv web blog |
right |
| Azawad24.pdf |
23 |
23 |
british broadcast corpor |
right |
reserv length word |
right |
| Azawad25.pdf |
17 |
17 |
cabl new network |
right |
reserv section world |
right |
| Azawad26.pdf |
23 |
23 |
british broadcast corpor |
right |
reserv length word |
right |
| Azawad27.pdf |
12 |
12 |
media pti ltd |
right |
reserv section africa |
right |
| Azawad27.pdf |
340 |
340 |
accord report human |
right |
watch hrw sever |
right |
| Azawad28.pdf |
16 |
16 |
syndigate.info albawaba.com compani |
right |
reserv length word |
right |
| Azawad29.pdf |
23 |
23 |
british broadcast corpor |
right |
reserv length word |
right |
| Azawad3.pdf |
23 |
23 |
british broadcast corpor |
right |
reserv length word |
right |
| Azawad30.pdf |
14 |
14 |
york time compani |
right |
reserv section opinion |
right |
| Azawad30.pdf |
457 |
457 |
least one thing |
right |
point divis outsid |
right |
| Azawad4.pdf |
16 |
16 |
monitor internat ltd |
right |
reserv length word |
right |
| Azawad5.pdf |
23 |
23 |
british broadcast corpor |
right |
reserv length word |
right |
| Azawad6.pdf |
15 |
15 |
pm est llc |
right |
reserv length word |
right |
| Azawad7.pdf |
23 |
23 |
british broadcast corpor |
right |
reserv length word |
right |
| Azawad8.pdf |
14 |
14 |
pm est llc |
right |
reserv length word |
right |
| Azawad9.pdf |
13 |
13 |
syndigate.info albawaba.com compani |
right |
reserv length word |
right |
| Azawad1.pdf |
4 |
4 |
mali rebel declar |
independ |
north agenc franc |
independ |
| Azawad1.pdf |
28 |
28 |
tuareg rebel declar |
independ |
friday north split |
independ |
| Azawad1.pdf |
121 |
121 |
earli friday declar |
independ |
desert homeland call |
independ |
| Azawad1.pdf |
136 |
136 |
nation solemn proclaim |
independ |
azawad today mossa |
independ |
| Azawad1.pdf |
193 |
193 |
group regard so-cal |
independ |
azawad french foreign |
independ |
| Azawad1.pdf |
206 |
206 |
consid unilater declar |
independ |
azawad null void |
independ |
| Azawad1.pdf |
243 |
243 |
mali rebel declar |
independ |
north european union |
independ |
| Azawad1.pdf |
277 |
277 |
ouyahia also shot |
independ |
claim tell franc |
independ |
| Azawad1.pdf |
293 |
293 |
neighbour decad fight |
independ |
analyst warn easi |
independ |
| Azawad1.pdf |
306 |
306 |
northern accept claim |
independ |
wit ground observ |
independ |
| Azawad1.pdf |
398 |
398 |
consid malian interest |
independ |
tuareg state said |
independ |
| Azawad1.pdf |
566 |
566 |
mali rebel declar |
independ |
north load-dat april |
independ |
| Azawad10.pdf |
5 |
5 |
west spurn azawad |
independ |
antiwar.com new articl |
independ |
| Azawad10.pdf |
32 |
32 |
rebel today declar |
independ |
azawad region point |
independ |
| Azawad10.pdf |
87 |
87 |
coloni eventu becam |
independ |
african nation au |
independ |
| Azawad10.pdf |
116 |
116 |
also reject azawad |
independ |
insist declar mean |
independ |
| Azawad11.pdf |
91 |
91 |
l’azawad fight carv |
independ |
state encompass region |
independ |
| Azawad11.pdf |
263 |
263 |
object struggl remain |
independ |
azawad pursu determin |
independ |
| Azawad11.pdf |
300 |
300 |
rebellion mali rather |
independ |
ansar dine claim |
independ |
| Azawad11.pdf |
887 |
887 |
noth told want |
independ |
hold referendum haidara |
independ |
| Azawad11.pdf |
930 |
930 |
also believ quest |
independ |
azawad pipedream mnla |
independ |
| Azawad11.pdf |
944 |
944 |
said go separat |
independ |
work countri diplomaci |
independ |
| Azawad12.pdf |
235 |
235 |
mnla unilater declar |
independ |
azawad middl last |
independ |
| Azawad12.pdf |
292 |
292 |
algerian border posit |
independ |
began chang particip |
independ |
| Azawad13.pdf |
231 |
231 |
main point paper |
independ |
azawad accept islam |
independ |
| Azawad13.pdf |
263 |
263 |
1990s 2000s mnla |
independ |
movement espous secular |
independ |
| Azawad14.pdf |
6 |
6 |
mali rebel group |
independ |
proclam rtt new |
independ |
| Azawad14.pdf |
27 |
27 |
friday reject declar |
independ |
tuareg rebel north |
independ |
| Azawad14.pdf |
73 |
73 |
ruler also dismiss |
independ |
declar tuareg rebel |
independ |
| Azawad14.pdf |
85 |
85 |
say unilater declar |
independ |
recogn african state |
independ |
| Azawad14.pdf |
96 |
96 |
also reject rebel |
independ |
declar urg side |
independ |
| Azawad14.pdf |
128 |
128 |
tuareg rebel declar |
independ |
region known azawad |
independ |
| Azawad14.pdf |
156 |
156 |
tour solemn proclaim |
independ |
azawad today mossa |
independ |
| Azawad14.pdf |
217 |
217 |
deni involv mnla |
independ |
plan mnla declar |
independ |
| Azawad14.pdf |
232 |
232 |
enough territori creat |
independ |
azawad state edg |
independ |
| Azawad14.pdf |
257 |
257 |
tuareg upris demand |
independ |
began decad ago |
independ |
| Azawad14.pdf |
299 |
299 |
mali rebel group |
independ |
proclam last month |
independ |
| Azawad15.pdf |
763 |
763 |
fpa accord question |
independ |
advoc mnla quit |
independ |
| Azawad16.pdf |
4 |
4 |
mali rebel proclaim |
independ |
azawad pressur coup |
independ |
| Azawad16.pdf |
46 |
46 |
azawad mnla proclaim |
independ |
azawad trumpet success |
independ |
| Azawad16.pdf |
62 |
62 |
said solemn proclaim |
independ |
azawad today friday |
independ |
| Azawad16.pdf |
99 |
99 |
base democrat constitut |
independ |
azawad mnla execut |
independ |
| Azawad16.pdf |
109 |
109 |
communiti immedi recognis |
independ |
state ag attaher |
independ |
| Azawad16.pdf |
197 |
197 |
mali rebel proclaim |
independ |
azawad pressur coup |
independ |
| Azawad16.pdf |
335 |
335 |
separatist islamist declar |
independ |
mali crisi sinc |
independ |
| Azawad17.pdf |
106 |
106 |
mali tuareg declar |
independ |
state azawad friday |
independ |
| Azawad17.pdf |
113 |
113 |
april solemn proclaim |
independ |
azawad today mossa |
independ |
| Azawad17.pdf |
177 |
177 |
base democrat constitut |
independ |
azawad declar question |
independ |
| Azawad17.pdf |
196 |
196 |
govern forc claim |
independ |
war holi war |
independ |
| Azawad17.pdf |
212 |
212 |
omar hamaha said |
independ |
revolut name islam |
independ |
| Azawad17.pdf |
334 |
334 |
regim say final |
independ |
state azawad stick |
independ |
| Azawad17.pdf |
350 |
350 |
communiti seem convinc |
independ |
state realist option |
independ |
| Azawad17.pdf |
371 |
371 |
intern condemn group |
independ |
declar roll bodi |
independ |
| Azawad17.pdf |
410 |
410 |
ruler dismiss declar |
independ |
french defenc minist |
independ |
| Azawad17.pdf |
419 |
419 |
said unilater declar |
independ |
recognis african state |
independ |
| Azawad17.pdf |
481 |
481 |
al-jazeera legal creat |
independ |
state tuareg take |
independ |
| Azawad17.pdf |
499 |
499 |
accord intern law |
independ |
new fact never |
independ |
| Azawad17.pdf |
526 |
526 |
ground fight legal |
independ |
state giuffrida said |
independ |
| Azawad17.pdf |
592 |
592 |
intern communiti recognis |
independ |
complet accept role |
independ |
| Azawad18.pdf |
102 |
102 |
new flag symbolis |
independ |
first inch cross |
independ |
| Azawad18.pdf |
213 |
213 |
leaflet incit azawad |
independ |
militari oper took |
independ |
| Azawad19.pdf |
37 |
37 |
forc abandon dream |
independ |
azawad retract previous |
independ |
| Azawad19.pdf |
71 |
71 |
prepar chang demand |
independ |
autonomi azawad leader |
independ |
| Azawad19.pdf |
79 |
79 |
set asid dream |
independ |
becom certain hang |
independ |
| Azawad19.pdf |
132 |
132 |
delud dream tuareg |
independ |
push boast take |
independ |
| Azawad2.pdf |
131 |
131 |
deposit africa dream |
independ |
state separ mali |
independ |
| Azawad2.pdf |
184 |
184 |
al qaeda mali |
independ |
franc seri drought |
independ |
| Azawad2.pdf |
249 |
249 |
french colon sinc |
independ |
state mali say |
independ |
| Azawad2.pdf |
450 |
450 |
forc march declar |
independ |
state azawad northern |
independ |
| Azawad2.pdf |
522 |
522 |
al jazeera declar |
independ |
april mnla spokesperson |
independ |
| Azawad2.pdf |
550 |
550 |
democrat institut nonetheless |
independ |
declar prove prematur |
independ |
| Azawad2.pdf |
559 |
559 |
mnla want secular |
independ |
state islamist interest |
independ |
| Azawad20.pdf |
4 |
4 |
internat rebel declar |
independ |
north mali fear |
independ |
| Azawad20.pdf |
62 |
62 |
power region declar |
independ |
nation insurgent nation |
independ |
| Azawad20.pdf |
88 |
88 |
region proclaim irrevoc |
independ |
state azawad start |
independ |
| Azawad20.pdf |
224 |
224 |
internat rebel declar |
independ |
north mali fear |
independ |
| Azawad20.pdf |
285 |
285 |
date back countri |
independ |
french ethnic tuareg |
independ |
| Azawad20.pdf |
347 |
347 |
ident reason need |
independ |
state nmla led |
independ |
| Azawad20.pdf |
552 |
552 |
internat rebel declar |
independ |
north mali fear |
independ |
| Azawad21.pdf |
406 |
406 |
renew long-stand demand |
independ |
desert state azawad |
independ |
| Azawad21.pdf |
438 |
438 |
sinc mali gain |
independ |
franc malian refuge |
independ |
| Azawad21.pdf |
863 |
863 |
mnla declar azawad |
independ |
mali notabl idea |
independ |
| Azawad21.pdf |
877 |
877 |
idea give tuareg |
independ |
desert state sourc |
independ |
| Azawad21.pdf |
1056 |
1056 |
tuareg renounc claim |
independ |
azawad embark negoti |
independ |
| Azawad22.pdf |
5 |
5 |
leader say compromis |
independ |
algerian paper bbc |
independ |
| Azawad22.pdf |
72 |
72 |
first retract demand |
independ |
second reject link |
independ |
| Azawad22.pdf |
277 |
277 |
refus abandon demand |
independ |
reject negoti anyth |
independ |
| Azawad22.pdf |
301 |
301 |
leader say compromis |
independ |
algerian paper statement |
independ |
| Azawad22.pdf |
427 |
427 |
organ attempt undermin |
independ |
dream said one |
independ |
| Azawad22.pdf |
537 |
537 |
concern imposit shari’ah |
independ |
repeat said opinion |
independ |
| Azawad22.pdf |
681 |
681 |
leader say compromis |
independ |
algerian paper repli |
independ |
| Azawad22.pdf |
691 |
691 |
rush reject idea |
independ |
stress import malian |
independ |
| Azawad22.pdf |
706 |
706 |
us consolid endeavour |
independ |
may forc confront |
independ |
| Azawad23.pdf |
83 |
83 |
texa mali gain |
independ |
franc popul just |
independ |
| Azawad23.pdf |
482 |
482 |
websit mnla declar |
independ |
azawad mali proper |
independ |
| Azawad23.pdf |
499 |
499 |
sign azawadi declar |
independ |
therebi formal announc |
independ |
| Azawad23.pdf |
504 |
504 |
formal announc format |
independ |
state peopl azawad |
independ |
| Azawad23.pdf |
510 |
510 |
azawad proclaim irrevoc |
independ |
state azawad start |
independ |
| Azawad24.pdf |
130 |
130 |
toward aim azawad |
independ |
want secular democrat |
independ |
| Azawad25.pdf |
40 |
40 |
say togeth rule |
independ |
islamic state tuareg |
independ |
| Azawad25.pdf |
68 |
68 |
azawad mnla proclaim |
independ |
state azawad mnla |
independ |
| Azawad25.pdf |
96 |
96 |
ago rebel declar |
independ |
region cradl nomad |
independ |
| Azawad25.pdf |
102 |
102 |
nomad civil time |
independ |
said moussa ag |
independ |
| Azawad25.pdf |
217 |
217 |
ideolog mnla fight |
independ |
azawad ansar dine |
independ |
| Azawad25.pdf |
247 |
247 |
islamic state favor |
independ |
azawad accept islam |
independ |
| Azawad25.pdf |
357 |
357 |
denounc rebel call |
independ |
reiter support territori |
independ |
| Azawad25.pdf |
511 |
511 |
websit mnla declar |
independ |
azawad water page |
independ |
| Azawad27.pdf |
161 |
161 |
malian govern win |
independ |
northern region azawad.thi |
independ |
| Azawad27.pdf |
185 |
185 |
north proclaim azawad |
independ |
mali april take |
independ |
| Azawad27.pdf |
287 |
287 |
conflict view newli |
independ |
region sever clash |
independ |
| Azawad27.pdf |
294 |
294 |
mnla renounc claim |
independ |
azawad engag malian |
independ |
| Azawad27.pdf |
362 |
362 |
tuareg group wed |
independ |
manag remain activ |
independ |
| Azawad28.pdf |
73 |
73 |
enabl mnla proclaim |
independ |
azawad april set |
independ |
| Azawad28.pdf |
196 |
196 |
facilit attaher said |
independ |
azawad remain basi |
independ |
| Azawad29.pdf |
133 |
133 |
led declar azawad |
independ |
region cover area |
independ |
| Azawad29.pdf |
158 |
158 |
azawad issu declar |
independ |
state way media |
independ |
| Azawad29.pdf |
265 |
265 |
main town declar |
independ |
new azawad state |
independ |
| Azawad3.pdf |
31 |
31 |
text report mauritanian |
independ |
news agenc al-akhbar |
independ |
| Azawad3.pdf |
98 |
98 |
movement goal support |
independ |
azawad provinc statement |
independ |
| Azawad30.pdf |
49 |
49 |
mali just declar |
independ |
henceforth like call |
independ |
| Azawad30.pdf |
58 |
58 |
pleas solemn proclaim |
independ |
azawad today mossa |
independ |
| Azawad30.pdf |
83 |
83 |
communiti recogn azawad |
independ |
order speed along |
independ |
| Azawad30.pdf |
243 |
243 |
simpli pastur region |
independ |
provid tuareg around |
independ |
| Azawad30.pdf |
254 |
254 |
first modern time |
independ |
countri last centuri |
independ |
| Azawad30.pdf |
279 |
279 |
three time sinc |
independ |
last time water |
independ |
| Azawad30.pdf |
407 |
407 |
sudden announc azawadian |
independ |
mali possibl face |
independ |
| Azawad30.pdf |
498 |
498 |
interest establish tuareg |
independ |
enforc shariah law |
independ |
| Azawad30.pdf |
570 |
570 |
govern focus tuareg |
independ |
like focus region |
independ |
| Azawad30.pdf |
775 |
775 |
mali seneg becam |
independ |
togeth mali feder |
independ |
| Azawad30.pdf |
808 |
808 |
point dutch war |
independ |
spain al qaeda |
independ |
| Azawad4.pdf |
207 |
207 |
coloni era gain |
independ |
alongsid seneg part |
independ |
| Azawad4.pdf |
226 |
226 |
nation septemb soon |
independ |
modibo keita took |
independ |
| Azawad4.pdf |
259 |
259 |
rest mali want |
independ |
vast spars popul |
independ |
| Azawad4.pdf |
784 |
784 |
mlna fight full |
independ |
mali independ touareg |
independ |
| Azawad4.pdf |
786 |
786 |
full independ mali |
independ |
touareg nation southern |
independ |
| Azawad4.pdf |
800 |
800 |
aqim commit azawad |
independ |
instead seek enforc |
independ |
| Azawad4.pdf |
815 |
815 |
main aim azawad |
independ |
sharia law across |
independ |
| Azawad4.pdf |
826 |
826 |
regard aim touareg |
independ |
neighbour algeria north |
independ |
| Azawad4.pdf |
834 |
834 |
deepli oppos fear |
independ |
azawad state reignit |
independ |
| Azawad4.pdf |
838 |
838 |
azawad state reignit |
independ |
claim south countri |
independ |
| Azawad4.pdf |
1082 |
1082 |
sinc countri becam |
independ |
wage gdp per |
independ |
| Azawad5.pdf |
5 |
5 |
tuareg rebel bid |
independ |
face key challeng |
independ |
| Azawad5.pdf |
32 |
32 |
separatist rebel declar |
independ |
state northern mali |
independ |
| Azawad5.pdf |
97 |
97 |
express opposit declar |
independ |
azawad state may |
independ |
| Azawad5.pdf |
233 |
233 |
tuareg rebel bid |
independ |
face key challeng |
independ |
| Azawad5.pdf |
255 |
255 |
azawad seek hasti |
independ |
told al-jazeera declar |
independ |
| Azawad5.pdf |
259 |
259 |
told al-jazeera declar |
independ |
come just withdraw |
independ |
| Azawad5.pdf |
274 |
274 |
front liber azawad |
independ |
come return stabil |
independ |
| Azawad5.pdf |
295 |
295 |
said separatist seek |
independ |
main challeng multin |
independ |
| Azawad6.pdf |
7 |
7 |
quest keep azawad |
independ |
rupe new februari |
independ |
| Azawad6.pdf |
26 |
26 |
deliv solemn proclaim |
independ |
azawad today mossa |
independ |
| Azawad6.pdf |
78 |
78 |
intellectu chieftain demand |
independ |
french presid charl |
independ |
| Azawad6.pdf |
86 |
86 |
gaull attaher describ |
independ |
azawad remain basi |
independ |
| Azawad6.pdf |
108 |
108 |
flood plain want |
independ |
french proteg govern |
independ |
| Azawad6.pdf |
114 |
114 |
govern mali want |
independ |
tuareg also call |
independ |
| Azawad6.pdf |
175 |
175 |
compaoré turag struggl |
independ |
mali new-th latest |
independ |
| Azawad6.pdf |
229 |
229 |
africa mujao fight |
independ |
azawad march militari |
independ |
| Azawad6.pdf |
255 |
255 |
azawad area declar |
independ |
april mali alway |
independ |
| Azawad6.pdf |
274 |
274 |
quest keep azawad |
independ |
french invas mali |
independ |
| Azawad6.pdf |
474 |
474 |
mao mao zulu |
independ |
war boer war |
independ |
| Azawad7.pdf |
6 |
6 |
leader call touareg |
independ |
algerian paper bbc |
independ |
| Azawad7.pdf |
46 |
46 |
movement grant us |
independ |
destroy al- qa’idah |
independ |
| Azawad7.pdf |
92 |
92 |
soon touareg get |
independ |
destroy al-qa’idah mali |
independ |
| Azawad7.pdf |
152 |
152 |
communiti grant us |
independ |
see end al-qa’idah |
independ |
| Azawad7.pdf |
223 |
223 |
word discuss azawad |
independ |
freedom case prepar |
independ |
| Azawad7.pdf |
280 |
280 |
mali grant us |
independ |
water page mali |
independ |
| Azawad7.pdf |
288 |
288 |
leader call touareg |
independ |
algerian paper agali |
independ |
| Azawad7.pdf |
335 |
335 |
point soon get |
independ |
azawad develop tourism |
independ |
| Azawad8.pdf |
57 |
57 |
sahel beyond sinc |
independ |
tuareg mali niger |
independ |
| Azawad8.pdf |
285 |
285 |
mnla declar azawad |
independ |
state declar azawad |
independ |
| Azawad8.pdf |
289 |
289 |
state declar azawad |
independ |
receiv intern support |
independ |
| Azawad9.pdf |
28 |
28 |
coup follow declar |
independ |
tuareg north leav |
independ |
| Azawad9.pdf |
66 |
66 |
acherif announc creation |
independ |
state azawad yesterday |
independ |
| Azawad9.pdf |
87 |
87 |
thursday said announc |
independ |
state azawad readi |
independ |
| Azawad9.pdf |
134 |
134 |
fall capit bamako |
independ |
announc surpris mani |
independ |
| Azawad9.pdf |
168 |
168 |
reject announc azawad |
independ |
militari rebel pressur |
independ |
| Azawad9.pdf |
202 |
202 |
reject announc azawad |
independ |
us exampl alreadi |
independ |
| Azawad9.pdf |
218 |
218 |
jupp said declar |
independ |
null valu part |
independ |
| Azawad9.pdf |
416 |
416 |
support arm call |
independ |
state ad declar |
independ |
| Azawad9.pdf |
420 |
420 |
state ad declar |
independ |
region intern power |
independ |
| Azawad9.pdf |
428 |
428 |
choic can support |
independ |
azawad condit tuareg |
independ |
| Azawad9.pdf |
437 |
437 |
al-qaeda can stand |
independ |
state second choic |
independ |
| Azawad11.pdf |
712 |
712 |
defin main object |
free |
peopl azawad illeg |
free |
| Azawad25.pdf |
346 |
346 |
disappoint govern inabl |
free |
region occupi neighbor |
free |
| Azawad6.pdf |
501 |
501 |
rise -and total |
free |
unless european interfer |
free |
| Azawad8.pdf |
1489 |
1489 |
help keep pambazuka |
free |
independent jeremi h |
free |
| Azawad10.pdf |
188 |
188 |
malian junta seem |
decis |
defeat load-dat april |
decis |
| Azawad18.pdf |
238 |
238 |
build resid rememb |
decis |
final battl fighter |
decis |
| Azawad21.pdf |
52 |
52 |
bless mali announc |
decis |
twitter conced defeat |
decis |
| Azawad22.pdf |
246 |
246 |
line movement ceasefir |
decis |
said issa akli |
decis |
| Azawad25.pdf |
86 |
86 |
timbuktu milit celebr |
decis |
form bodi overse |
decis |
| Azawad25.pdf |
335 |
335 |
accept rebel islamist |
decis |
way defend believ |
decis |
| Azawad28.pdf |
137 |
137 |
mnla made tactic |
decis |
remov north face |
decis |
| Azawad11.pdf |
889 |
889 |
want independ hold |
referendum |
haidara present flag |
referendum |
| Azawad1.pdf |
48 |
48 |
european union former |
coloni |
power franc neighbour |
coloni |
| Azawad10.pdf |
68 |
68 |
attempt formal european |
coloni |
ambit africa late |
coloni |
| Azawad10.pdf |
82 |
82 |
border differ european-rul |
coloni |
sinc coloni eventu |
coloni |
| Azawad10.pdf |
84 |
84 |
european-rul coloni sinc |
coloni |
eventu becam independ |
coloni |
| Azawad10.pdf |
111 |
111 |
now franc mali |
coloni |
master also reject |
coloni |
| Azawad11.pdf |
817 |
817 |
much cohabit impos |
coloni |
franc produc number |
coloni |
| Azawad14.pdf |
69 |
69 |
franc mali former |
coloni |
ruler also dismiss |
coloni |
| Azawad17.pdf |
406 |
406 |
franc mali former |
coloni |
ruler dismiss declar |
coloni |
| Azawad2.pdf |
262 |
262 |
fought seri rebellion |
coloni |
sinc 20th centuri |
coloni |
| Azawad2.pdf |
268 |
268 |
centuri brutal subdu |
coloni |
franc period suffer |
coloni |
| Azawad2.pdf |
486 |
486 |
rise mali forerunn |
coloni |
friend deep-root bitter |
coloni |
| Azawad2.pdf |
499 |
499 |
never accept french |
coloni |
franc gave land |
coloni |
| Azawad20.pdf |
110 |
110 |
void franc former |
coloni |
power area said |
coloni |
| Azawad27.pdf |
140 |
140 |
mali former french |
coloni |
began tuareg soldier |
coloni |
| Azawad30.pdf |
117 |
117 |
mnla iter respect |
coloni |
border neighbor state |
coloni |
| Azawad30.pdf |
266 |
266 |
time first french |
coloni |
administr usual known |
coloni |
| Azawad4.pdf |
193 |
193 |
16th centuri french |
coloni |
forc conquer countri |
coloni |
| Azawad4.pdf |
204 |
204 |
known french sudan |
coloni |
era gain independ |
coloni |
| Azawad6.pdf |
325 |
325 |
never surrend french |
coloni |
system-thos loyal britain |
coloni |
| Azawad6.pdf |
419 |
419 |
well remain legaci |
coloni |
ink map-european name |
coloni |
| Azawad7.pdf |
239 |
239 |
touareg told french |
coloni |
wish merg republ |
coloni |
| Azawad9.pdf |
455 |
455 |
reconsider border inherit |
coloni |
set preced launch |
coloni |
| Azawad20.pdf |
574 |
574 |
agenda sack town |
occupi |
point cut suppli |
occupi |
| Azawad21.pdf |
636 |
636 |
tuareg slave still |
occupi |
lowest posit tuareg |
occupi |
| Azawad24.pdf |
48 |
48 |
war terrorist organ |
occupi |
town northern mali |
occupi |
| Azawad25.pdf |
50 |
50 |
group ansar dine |
occupi |
northern mali reach |
occupi |
| Azawad25.pdf |
122 |
122 |
state come region |
occupi |
rebel said separatist |
occupi |
| Azawad25.pdf |
348 |
348 |
inabl free region |
occupi |
neighbor countri intern |
occupi |
| Azawad25.pdf |
494 |
494 |
aqim crimin group |
occupi |
vast north mali |
occupi |
| Azawad28.pdf |
463 |
463 |
entri establish dialogu |
occupi |
north section malian |
occupi |
| Azawad6.pdf |
46 |
46 |
turag abl quick |
occupi |
vast swath sahara |
occupi |
| Azawad1.pdf |
145 |
145 |
spokesman nation movement |
liber |
azawad mnla said |
liber |
| Azawad11.pdf |
86 |
86 |
nation pour la |
liber |
de l’azawad fight |
liber |
| Azawad11.pdf |
335 |
335 |
far north part |
liber |
azawad movement exagger |
liber |
| Azawad12.pdf |
65 |
65 |
leader nation front |
liber |
azawad mnla told |
liber |
| Azawad13.pdf |
50 |
50 |
rebel nation movement |
liber |
azawad islamist ansar |
liber |
| Azawad13.pdf |
124 |
124 |
name nation movement |
liber |
azawad mnla islamist |
liber |
| Azawad14.pdf |
166 |
166 |
mali nation movement |
liber |
azawad mnla said |
liber |
| Azawad14.pdf |
246 |
246 |
midnight thursday complet |
liber |
azawad territori given |
liber |
| Azawad15.pdf |
58 |
58 |
within nation movement |
liber |
azawad mnla risk |
liber |
| Azawad16.pdf |
42 |
42 |
mali nation movement |
liber |
azawad mnla proclaim |
liber |
| Azawad16.pdf |
52 |
52 |
success decades-old struggl |
liber |
homeland mossa ag |
liber |
| Azawad16.pdf |
125 |
125 |
end import fight |
liber |
now biggest task |
liber |
| Azawad17.pdf |
295 |
295 |
move spare live |
liber |
movement support principl |
liber |
| Azawad17.pdf |
607 |
607 |
end import fight |
liber |
now biggest task |
liber |
| Azawad18.pdf |
60 |
60 |
kidal fighter azawad |
liber |
movement nation movement |
liber |
| Azawad18.pdf |
64 |
64 |
movement nation movement |
liber |
azawad control region |
liber |
| Azawad18.pdf |
142 |
142 |
prior agreement azawad |
liber |
movement tinzouatin categor |
liber |
| Azawad18.pdf |
243 |
243 |
battl fighter azawad |
liber |
movement last bastion |
liber |
| Azawad18.pdf |
270 |
270 |
polit secretariat azawad |
liber |
movement enter northern |
liber |
| Azawad18.pdf |
302 |
302 |
militari command azawad |
liber |
movement northern region |
liber |
| Azawad18.pdf |
316 |
316 |
militari command azawad |
liber |
movement ashbirsh transliter |
liber |
| Azawad18.pdf |
336 |
336 |
consid bearer azawad |
liber |
messag command larg |
liber |
| Azawad18.pdf |
368 |
368 |
impact area process |
liber |
land project tuareg |
liber |
| Azawad19.pdf |
59 |
59 |
malian nation movement |
liber |
azawad chang polici |
liber |
| Azawad2.pdf |
430 |
430 |
form nation movement |
liber |
azawad mnla political-militari |
liber |
| Azawad2.pdf |
536 |
536 |
therefor gather nation |
liber |
movement put armi |
liber |
| Azawad2.pdf |
773 |
773 |
region includ macina |
liber |
front take inspir |
liber |
| Azawad20.pdf |
67 |
67 |
insurgent nation movement |
liber |
azawad nmla made |
liber |
| Azawad20.pdf |
415 |
415 |
fli nation movement |
liber |
azawad boko haram |
liber |
| Azawad21.pdf |
270 |
270 |
sahara desert malian |
liber |
invok racial discours |
liber |
| Azawad21.pdf |
327 |
327 |
domin nation movement |
liber |
azawad mnla polit |
liber |
| Azawad21.pdf |
857 |
857 |
mnla azawad nation |
liber |
movement june mnla |
liber |
| Azawad21.pdf |
947 |
947 |
militia call nation |
liber |
front azawad fnla |
liber |
| Azawad22.pdf |
63 |
63 |
militari command azawad |
liber |
movement nation movement |
liber |
| Azawad22.pdf |
67 |
67 |
movement nation movement |
liber |
azawad first retract |
liber |
| Azawad22.pdf |
211 |
211 |
collect name azawad |
liber |
movement leader feel |
liber |
| Azawad22.pdf |
251 |
251 |
issa akli azawad |
liber |
movement field command |
liber |
| Azawad22.pdf |
463 |
463 |
assist plot azawad |
liber |
movement algeria ask |
liber |
| Azawad22.pdf |
487 |
487 |
misreport event azawad |
liber |
movement consid support |
liber |
| Azawad22.pdf |
566 |
566 |
heavi weapon azawad |
liber |
movement kept indic |
liber |
| Azawad23.pdf |
462 |
462 |
call nation movement |
liber |
azawad mnla seek |
liber |
| Azawad24.pdf |
41 |
41 |
equat north azawad |
liber |
movement announc enter |
liber |
| Azawad24.pdf |
63 |
63 |
whole world azawad |
liber |
movement stress secular |
liber |
| Azawad24.pdf |
81 |
81 |
war nation movement |
liber |
azawad terrorist group |
liber |
| Azawad24.pdf |
119 |
119 |
point azawad nation |
liber |
movement wage war |
liber |
| Azawad25.pdf |
64 |
64 |
movement nation movement |
liber |
azawad mnla proclaim |
liber |
| Azawad26.pdf |
64 |
64 |
leader nation movement |
liber |
azawad mnla ansar |
liber |
| Azawad27.pdf |
154 |
154 |
form nation movement |
liber |
azawad mnla fought |
liber |
| Azawad28.pdf |
175 |
175 |
like gao timbuktu |
liber |
narco-traffick thiev rapist |
liber |
| Azawad29.pdf |
175 |
175 |
armed nation movement |
liber |
azawad azawad nation |
liber |
| Azawad29.pdf |
349 |
349 |
point nation movement |
liber |
azawad arrang travel |
liber |
| Azawad3.pdf |
90 |
90 |
affili nation movement |
liber |
azawad stress commit |
liber |
| Azawad3.pdf |
148 |
148 |
said nation movement |
liber |
azawad assur azawad |
liber |
| Azawad30.pdf |
103 |
103 |
rebel nation movement |
liber |
azawad known french |
liber |
| Azawad4.pdf |
457 |
457 |
group nation movement |
liber |
azawad mlna establish |
liber |
| Azawad5.pdf |
67 |
67 |
separatist nation movement |
liber |
azawad mnla ethnic |
liber |
| Azawad5.pdf |
198 |
198 |
mali establish front |
liber |
azawad correspond shown |
liber |
| Azawad5.pdf |
240 |
240 |
fighter arab front |
liber |
azawad correspond said |
liber |
| Azawad5.pdf |
272 |
272 |
spokesman arab front |
liber |
azawad independ come |
liber |
| Azawad6.pdf |
291 |
291 |
signatur western power |
liber |
african nation tigri |
liber |
| Azawad6.pdf |
353 |
353 |
neo-colonialist lost time |
liber |
acheh south sudan |
liber |
| Azawad7.pdf |
61 |
61 |
chairman nation movement |
liber |
azawad polit bureau |
liber |
| Azawad9.pdf |
58 |
58 |
secretari nation movement |
liber |
azawad mnla bilal |
liber |
| Azawad9.pdf |
108 |
108 |
end militari oper |
liber |
north complet focus |
liber |
| Azawad30.pdf |
414 |
414 |
protract period de |
facto |
partit unclear whether |
facto |
| Azawad30.pdf |
559 |
559 |
also determin de |
facto |
de jure border |
facto |
| Azawad21.pdf |
523 |
523 |
mali colour line |
equal |
deep-seat sens grievanc |
equal |
| Azawad12.pdf |
495 |
495 |
still sore result |
massacr |
target civilian basi |
massacr |
| Azawad7.pdf |
112 |
112 |
islamic maghreb akalhok |
massacr |
perpetr said assur |
massacr |
| Azawad8.pdf |
235 |
235 |
troop run ammunit |
massacr |
cold blood januari |
massacr |
| Azawad8.pdf |
662 |
662 |
bomb franc notori |
massacr |
civilian perpetr militari |
massacr |
| Azawad11.pdf |
558 |
558 |
fight bloodi drain |
war |
allianc national des |
war |
| Azawad12.pdf |
313 |
313 |
negoti suspend outbreak |
war |
mali day ago |
war |
| Azawad12.pdf |
400 |
400 |
well land technic |
war |
desert plus fact |
war |
| Azawad13.pdf |
210 |
210 |
now refus declar |
war |
terror agreement also |
war |
| Azawad17.pdf |
197 |
197 |
forc claim independ |
war |
holi war legal |
war |
| Azawad17.pdf |
199 |
199 |
independ war holi |
war |
legal war name |
war |
| Azawad17.pdf |
201 |
201 |
holi war legal |
war |
name islam rebellion |
war |
| Azawad17.pdf |
327 |
327 |
pride decad suffer |
war |
fight describ oppress |
war |
| Azawad18.pdf |
357 |
357 |
safeguard resid right |
war |
left singl resid |
war |
| Azawad18.pdf |
364 |
364 |
area regrett aftermath |
war |
impact area process |
war |
| Azawad2.pdf |
147 |
147 |
potenti trigger biggest |
war |
sahara seen centuri |
war |
| Azawad2.pdf |
178 |
178 |
middl powder cake |
war |
tuareg rebel al |
war |
| Azawad2.pdf |
966 |
966 |
boumama told cnn |
war |
start expect causal |
war |
| Azawad21.pdf |
115 |
115 |
describ analyst racial |
war |
obviousli elect end |
war |
| Azawad21.pdf |
169 |
169 |
line protract racial |
war |
mali black african |
war |
| Azawad21.pdf |
262 |
262 |
generat intensifi civil |
war |
countri straddl southern |
war |
| Azawad21.pdf |
348 |
348 |
armi return mali |
war |
start mnla militarili |
war |
| Azawad21.pdf |
381 |
381 |
end libyan civil |
war |
led massiv influx |
war |
| Azawad21.pdf |
964 |
964 |
suck intern jihadist |
war |
earli june niger |
war |
| Azawad21.pdf |
1237 |
1237 |
framework start dialogu |
war |
parti malian conflict |
war |
| Azawad21.pdf |
1320 |
1320 |
issu fourth 18-month |
war |
mali left trail |
war |
| Azawad22.pdf |
45 |
45 |
want drag algeria |
war |
us publish privately-own |
war |
| Azawad22.pdf |
409 |
409 |
respect howev prepar |
war |
azawad command seem |
war |
| Azawad22.pdf |
474 |
474 |
angri perhap drag |
war |
us passag omit |
war |
| Azawad23.pdf |
64 |
64 |
threaten launch total |
war |
tuareg rebel islamist |
war |
| Azawad23.pdf |
335 |
335 |
recur famin civil |
war |
also suffer deplet |
war |
| Azawad23.pdf |
359 |
359 |
problem threat civil |
war |
prompt insurg north |
war |
| Azawad23.pdf |
539 |
539 |
likelihood bloodi civil |
war |
remain sober possibl |
war |
| Azawad24.pdf |
45 |
45 |
movement announc enter |
war |
terrorist organ occupi |
war |
| Azawad24.pdf |
58 |
58 |
describ fight terror |
war |
enemi whole world |
war |
| Azawad24.pdf |
70 |
70 |
point refer declar |
war |
terrorist group northern |
war |
| Azawad24.pdf |
78 |
78 |
said statement yesterday |
war |
nation movement liber |
war |
| Azawad24.pdf |
122 |
122 |
liber movement wage |
war |
islam arab ad |
war |
| Azawad26.pdf |
623 |
623 |
us also say |
war |
posit terrain leader |
war |
| Azawad27.pdf |
150 |
150 |
fight libyan civil |
war |
form nation movement |
war |
| Azawad29.pdf |
259 |
259 |
hous azawad fled |
war |
timbuktu gao main |
war |
| Azawad29.pdf |
380 |
380 |
owner told us |
war |
booti taken malian |
war |
| Azawad30.pdf |
807 |
807 |
turn point dutch |
war |
independ spain al |
war |
| Azawad6.pdf |
130 |
130 |
sinc incept describ |
war |
mali-al complic french |
war |
| Azawad6.pdf |
475 |
475 |
mao zulu independ |
war |
boer war other |
war |
| Azawad6.pdf |
477 |
477 |
independ war boer |
war |
other across afriqa |
war |
| Azawad8.pdf |
239 |
239 |
cold blood januari |
war |
crime refer internat |
war |
| Azawad8.pdf |
492 |
492 |
volum terror global |
war |
terror gwot sahara-sahel |
war |
| Azawad8.pdf |
609 |
609 |
affair us naval |
war |
colleg blew whistl |
war |
| Azawad8.pdf |
1431 |
1431 |
investig full-blown investig |
war |
crime associ atroc |
war |
## Tokens consisting of 30 documents and 1 docvar.
## Azawad1.pdf :
## [1] "mali" "rebel" "declar" "independ" "north" "agenc"
## [7] "franc" "press" "english" "april" "friday" "gmt"
## [ ... and 560 more ]
##
## Azawad10.pdf :
## [1] "au" "west" "spurn" "azawad" "independ"
## [6] "antiwar.com" "new" "articl" "april" "saturday"
## [11] "est" "llc"
## [ ... and 182 more ]
##
## Azawad11.pdf :
## [1] "warrior" "websit" "new" "kind" "rebellion" "mali"
## [7] "un" "integrat" "region" "informat" "network" "nairobi"
## [ ... and 969 more ]
##
## Azawad12.pdf :
## [1] "malian" "separatist" "group" "offici" "blame"
## [6] "islamist" "group" "isol" "bbc" "monitor"
## [11] "africa" "polit"
## [ ... and 545 more ]
##
## Azawad13.pdf :
## [1] "l" "r" "l" "r" "l" "r" "l" "r" "l" "r" "l" "r"
## [ ... and 459 more ]
##
## Azawad14.pdf :
## [1] "au" "reject" "mali" "rebel" "group" "independ"
## [7] "proclam" "rtt" "new" "unite" "state" "april"
## [ ... and 400 more ]
##
## [ reached max_ndoc ... 24 more documents ]
Azawad.tokens2
#create dfm from first tokenized steps
#word cloud 
#co-occurance
## govern drs malian azawad state mnla control elect one keita
## 46715 40393 31859 30755 26862 26379 26188 25894 22295 21314
## [1] "govern" "drs" "malian" "azawad" "state" "mnla"
## [7] "control" "elect" "one" "keita" "presid" "said"
## [13] "touareg" "forc" "war" "movement" "sahara" "support"
## [19] "remain" "militari" "back" "take" "leader" "group"
## [25] "region"
