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Project Module-Mining Opinions and Arguments
Final Project
Commits
5246aae9
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5246aae9
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11 months ago
by
Valentina Tretti
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Figures/Topic Models visualization/pyLDAvis visualizations for sv data/SV_3Topics_Visualization.html
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5246aae9
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,
4176.4934716321395
,
3082.5885070936206
,
4804.112575829661
,
4527.98839187027
,
3404.207117292768
,
3578.5023365599022
,
2994.871739352544
,
2935.4547659089894
,
3216.0710171778123
,
3019.7010268191034
,
2815.939500215754
],
"
Total
"
:
[
30070.0
,
20829.0
,
18425.0
,
22833.0
,
27207.0
,
14149.0
,
19364.0
,
4900.0
,
5598.0
,
11286.0
,
11244.0
,
10348.0
,
4804.0
,
3965.0
,
2920.0
,
9926.0
,
3280.0
,
2583.0
,
2594.0
,
6050.0
,
5212.0
,
4079.0
,
8320.0
,
4295.0
,
1972.0
,
3458.0
,
12318.0
,
1980.0
,
2344.0
,
6065.0
,
2920.9999646343877
,
1245.1252311897615
,
4900.594126359105
,
238.39056230517224
,
198.1602485205288
,
187.868058844074
,
811.1289953926569
,
604.6688688461186
,
189.0875734935862
,
110.91931494255564
,
107.85692680071031
,
193.06175453002737
,
111.43357731790675
,
85.22161571136903
,
89.92372468730356
,
79.4011869033192
,
505.1907686455119
,
80.82569040644192
,
384.68218124331685
,
108.90328726995293
,
212.59855978120297
,
70.13602233199379
,
73.74161653636268
,
87.22905118020137
,
122.91397932209155
,
118.97336963258428
,
377.5552879071604
,
248.40966711080765
,
60.904544114244274
,
52.09898540229205
,
3280.6607372879475
,
30070.363004572733
,
936.6259662498976
,
1594.341748757232
,
247.50393746112388
,
1973.1869544837382
,
1446.1284232877288
,
3965.0697372182494
,
205.4809948750389
,
18425.410213854877
,
2403.184243273325
,
2145.000327149219
,
1920.2329893721105
,
322.4017240566668
,
4079.1900781149257
,
366.36474108358993
,
3458.4902029424165
,
22833.021274426046
,
5212.217197279959
,
999.6480034469122
,
6050.423647438373
,
19364.934010006134
,
372.2104837927784
,
4115.642729978152
,
12318.372787313057
,
2695.765513499413
,
5003.277757317517
,
24837.45608792822
,
5802.389310000551
,
27207.517697722327
,
2523.041906414678
,
17729.589514007785
,
20101.662070102124
,
5987.943159066481
,
5766.543039711047
,
8179.895032634882
,
17721.19062439184
,
11541.150053096564
,
7773.473572663712
,
13664.53169400557
,
13132.172818797584
,
21941.13047037663
,
12685.270959976413
,
19513.786782207608
,
10624.709220267061
,
9446.904547833052
,
9426.767458694045
,
12158.903953955782
,
12745.910882241882
,
301.0707677740274
,
355.01887271247915
,
239.14523125963998
,
223.14273257651163
,
347.04495730052156
,
194.9174362315187
,
213.8265669511195
,
161.2995154170883
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145.68101919431746
,
123.33936131357154
,
123.48049549174247
,
116.39309266165914
,
109.1336245250185
,
107.9023985313323
,
96.42081321739546
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100.5306442844467
,
95.24989058885178
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88.9388725506587
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87.34281118418572
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82.54405489672294
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368.29707003794056
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80.55422593897708
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81.53428420451517
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71.44303430377964
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66.08488417905153
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90.10378513112227
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76.87558516432641
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70.73473519146086
,
657.5683568548643
,
65.38893952887437
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20829.37690158624
,
1980.7897996596812
,
820.0647667110148
,
629.8754991906601
,
295.304868449644
,
123.4411507394979
,
112.54620649864464
,
597.3686053111369
,
2261.025417913092
,
361.83787380298924
,
2344.103469799321
,
766.0500605468268
,
669.816635268032
,
179.04007492698096
,
165.94447712825217
,
875.6478532566737
,
1863.1885819947981
,
247.6720714954983
,
354.3811283953558
,
601.353360747042
,
14149.516932975257
,
570.2319745953446
,
1718.9548214195836
,
11286.395368677922
,
1472.2548169576785
,
11244.480324290096
,
1589.2761376818655
,
10348.826158617301
,
6065.130796520404
,
2272.7214760726033
,
2333.016219840836
,
1635.4891769158312
,
27207.517697722327
,
3758.7218321372225
,
3955.523703698746
,
3471.423737912821
,
19513.786782207608
,
8869.520832870952
,
8672.134002491746
,
21941.13047037663
,
2234.4534837876495
,
13664.53169400557
,
9044.34668466353
,
12745.910882241882
,
5443.83562580143
,
13132.172818797584
,
3906.649996450922
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17721.19062439184
,
9820.400951084013
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20101.662070102124
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10624.709220267061
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17729.589514007785
,
9446.904547833052
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24837.45608792822
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8320.025762066602
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9426.767458694045
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12158.903953955782
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7773.473572663712
,
10060.499012223325
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8574.041009356286
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12685.270959976413
,
11541.150053096564
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2583.2921663147654
,
1077.7535264107655
,
768.7921526604528
,
672.5544913796477
,
637.958224075115
,
453.1934317286936
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390.3504498367664
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412.5558953247036
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365.23150307140304
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323.39475620155275
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329.95465899296875
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282.8199761279464
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248.40730524115767
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252.33494529367616
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254.48230084507003
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233.4998849468804
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239.5594560217028
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222.8004030224253
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213.99770242177837
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264.5394917718244
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208.97025070588933
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178.08191792120095
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182.99294755832304
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177.0516889616031
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171.51724961780906
,
165.40074609904264
,
157.57890211467662
,
154.19527388540237
,
151.7489621411912
,
151.49134182915722
,
2594.1118893891844
,
1972.855606340348
,
785.0449370534521
,
1315.4411650905765
,
323.30422637862864
,
974.8090986216582
,
5598.815141448178
,
191.0485816335977
,
987.6916823016453
,
1717.128384134541
,
931.4939182894796
,
848.2692375994031
,
891.8124979411419
,
4804.498708698327
,
359.02299844205925
,
4295.145723782269
,
1780.8782051666935
,
746.3710645030936
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2982.815777618379
,
9926.26732165139
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591.8446258080087
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2235.862835244743
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1705.2057161909177
,
941.5867953678364
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5306.787855358403
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1141.3438983684507
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8320.025762066602
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1493.3828043964015
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7192.2020098552
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3836.0172149349673
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7424.284210248405
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3667.057180193169
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3517.0798362197247
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4618.974354203694
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6214.858296106375
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7334.010217428871
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12685.270959976413
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21941.13047037663
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20101.662070102124
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24837.45608792822
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7614.836633414745
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17721.19062439184
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10060.499012223325
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17729.589514007785
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12745.910882241882
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7337.842878070016
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19513.786782207608
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19364.934010006134
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9820.400951084013
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11541.150053096564
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8090.559706491284
,
8179.895032634882
,
13132.172818797584
,
13664.53169400557
,
6882.76751904189
],
"
Category
"
:
[
"
Default
"
,
"
Default
"
,
"
Default
"
,
"
Default
"
,
"
Default
"
,
"
Default
"
,
"
Default
"
,
"
Default
"
,
"
Default
"
,
"
Default
"
,
"
Default
"
,
"
Default
"
,
"
Default
"
,
"
Default
"
,
"
Default
"
,
"
Default
"
,
"
Default
"
,
"
Default
"
,
"
Default
"
,
"
Default
"
,
"
Default
"
,
"
Default
"
,
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Default
"
,
"
Default
"
,
"
Default
"
,
"
Default
"
,
"
Default
"
,
"
Default
"
,
"
Default
"
,
"
Default
"
,
"
Topic1
"
,
"
Topic1
"
,
"
Topic1
"
,
"
Topic1
"
,
"
Topic1
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,
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Topic1
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Topic1
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,
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Topic1
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,
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Topic1
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,
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Topic1
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,
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Topic1
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,
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Topic1
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Topic1
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Topic1
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,
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic1
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic2
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Topic3
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Topic3
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Topic3
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Topic3
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Topic3
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Topic3
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Topic3
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Topic3
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Topic3
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"
Topic3
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"
Topic3
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"
Topic3
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"
Topic3
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"
Topic3
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"
Topic3
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"
Topic3
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"
Topic3
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"
Topic3
"
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"
Topic3
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"
Topic3
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Topic3
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Topic3
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,
"
Topic3
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Topic3
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Topic3
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Topic3
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Topic3
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Topic3
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Topic3
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Topic3
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Topic3
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Topic3
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Topic3
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Topic3
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Topic3
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Topic3
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Topic3
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Topic3
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Topic3
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Topic3
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Topic3
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Topic3
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Topic3
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Topic3
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Topic3
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Topic3
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Topic3
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Topic3
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Topic3
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Topic3
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Topic3
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Topic3
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Topic3
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],
"
logprob
"
:
[
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29.0
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28.0
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27.0
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26.0
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25.0
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24.0
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8.0
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6.0
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5.0
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4.0
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3.0
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2.0
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1.0
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-
5.8286
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6.6818
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9.1339
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9.318
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9.1275
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8.4588
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9.5678
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9.5182
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9.3505
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-
9.0079
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-
9.0406
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7.8864
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8.3062
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9.7122
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9.8686
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5.7355
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-
3.5438
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-
6.9849
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6.4588
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-
8.3177
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2
,
3
,
1
,
2
,
3
,
1
,
2
,
1
,
2
,
3
,
1
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2
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3
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3
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1
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3
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3
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"
Freq
"
:
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,
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,
0.9945114398409473
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0.6494364262331274
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0.22705921052175715
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0.38430202787019724
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0.3466253584711583
,
0.7342717039037163
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0.1499158310087998
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0.1156562975043577
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0.06399237410390896
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,
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,
0.06133120797339425
,
0.821838186843483
,
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,
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,
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,
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,
0.4199652730485441
,
0.28017583721978206
,
0.299875700774298
,
0.9964075333277349
,
0.9989696140137339
,
0.9886103609819061
,
0.9955862307725358
,
0.0033075954510715477
,
0.2295524102537785
,
0.6636289393349875
,
0.1069390633671237
,
0.5746547534924248
,
0.23530617485348054
,
0.19004856421807018
,
0.12744984831052183
,
0.7099599570829328
,
0.16273350618691468
,
0.7717331748705665
,
0.11916951187916755
,
0.10909638151084394
,
0.008885239503936925
,
0.9862615849369987
,
0.16896043093831922
,
0.7757219785006687
,
0.055440141401635994
,
0.9539957996395864
,
0.01326887872751403
,
0.03272324979416994
,
0.33040110594528166
,
0.29889173452992235
,
0.37075695703246103
,
0.047964486915368226
,
0.9318814600700113
,
0.020556208678014953
,
0.9854222909624056
,
0.013545323587112103
],
"
Term
"
:
[
"
1325
"
,
"
1593
"
,
"
1612
"
,
"
1612
"
,
"
1820
"
,
"
1820
"
,
"
1888
"
,
"
1888
"
,
"
1889
"
,
"
1949
"
,
"
1949
"
,
"
2000
"
,
"
2000
"
,
"
2000
"
,
"
2030
"
,
"
2030
"
,
"
2030
"
,
"
2106
"
,
"
2122
"
,
"
2242
"
,
"
2242
"
,
"
2467
"
,
"
2467
"
,
"
2467
"
,
"
2493
"
,
"
25000
"
,
"
access
"
,
"
access
"
,
"
access
"
,
"
action
"
,
"
action
"
,
"
action
"
,
"
affected
"
,
"
affected
"
,
"
affected
"
,
"
african
"
,
"
african
"
,
"
african
"
,
"
agenda
"
,
"
agenda
"
,
"
agenda
"
,
"
agreement
"
,
"
agreement
"
,
"
agreement
"
,
"
aidememoire
"
,
"
albanian
"
,
"
albashir
"
,
"
aleppo
"
,
"
alqadhafi
"
,
"
also
"
,
"
also
"
,
"
also
"
,
"
amisom
"
,
"
arm
"
,
"
arm
"
,
"
arm
"
,
"
armed
"
,
"
armed
"
,
"
armed
"
,
"
arrest
"
,
"
arrest
"
,
"
arrest
"
,
"
astana
"
,
"
attack
"
,
"
attack
"
,
"
attack
"
,
"
authority
"
,
"
authority
"
,
"
authority
"
,
"
bangura
"
,
"
bangura
"
,
"
bangura
"
,
"
beijing
"
,
"
belgrade
"
,
"
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"
,
"
besieged
"
,
"
child
"
,
"
child
"
,
"
child
"
,
"
childprotection
"
,
"
childprotection
"
,
"
childrens
"
,
"
childrens
"
,
"
childrens
"
,
"
civilian
"
,
"
civilian
"
,
"
civilian
"
,
"
clash
"
,
"
clash
"
,
"
community
"
,
"
community
"
,
"
community
"
,
"
conflict
"
,
"
conflict
"
,
"
conflict
"
,
"
conflictrelated
"
,
"
conflictrelated
"
,
"
conflictrelated
"
,
"
continental
"
,
"
continental
"
,
"
continue
"
,
"
continue
"
,
"
continue
"
,
"
convention
"
,
"
convention
"
,
"
convention
"
,
"
council
"
,
"
council
"
,
"
council
"
,
"
country
"
,
"
country
"
,
"
country
"
,
"
court
"
,
"
court
"
,
"
court
"
,
"
crescent
"
,
"
crime
"
,
"
crime
"
,
"
crime
"
,
"
cted
"
,
"
damascus
"
,
"
darfur
"
,
"
darfur
"
,
"
darfur
"
,
"
decisionmaking
"
,
"
decisionmaking
"
,
"
decisionmaking
"
,
"
democratic
"
,
"
democratic
"
,
"
democratic
"
,
"
densely
"
,
"
dialogue
"
,
"
dialogue
"
,
"
dialogue
"
,
"
ecuador
"
,
"
ecuador
"
,
"
effort
"
,
"
effort
"
,
"
effort
"
,
"
egeland
"
,
"
election
"
,
"
election
"
,
"
election
"
,
"
electoral
"
,
"
electoral
"
,
"
electoral
"
,
"
empowering
"
,
"
empowering
"
,
"
empowering
"
,
"
empowerment
"
,
"
empowerment
"
,
"
equality
"
,
"
equality
"
,
"
equality
"
,
"
federal
"
,
"
federal
"
,
"
federal
"
,
"
female
"
,
"
female
"
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"
female
"
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"
force
"
,
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force
"
,
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force
"
,
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fugitive
"
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gamba
"
,
"
gaza
"
,
"
gender
"
,
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gender
"
,
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"
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genderbased
"
,
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genderbased
"
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genderbased
"
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genderrelated
"
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"
,
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gendersensitive
"
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"
geneva
"
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"
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"
,
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"
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"
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"
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"
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"
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"
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"
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"
,
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"
,
"
grave
"
,
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"
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"
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"
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group
"
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"
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haitian
"
,
"
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"
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hospital
"
,
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"
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"
,
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"
,
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"
,
"
human
"
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"
human
"
,
"
human
"
,
"
humanitarian
"
,
"
humanitarian
"
,
"
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"
,
"
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"
,
"
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"
,
"
icty
"
,
"
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"
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igad
"
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implementation
"
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implementation
"
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"
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"
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"
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"
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"
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indiscriminate
"
,
"
indiscriminate
"
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indiscriminate
"
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"
inequality
"
,
"
inequality
"
,
"
inequality
"
,
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international
"
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"
international
"
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"
international
"
,
"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
,
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"
,
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"
,
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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"
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,
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terrorist
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,
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training
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training
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virginia
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yemen
"
,
"
yemeni
"
,
"
yemeni
"
]},
"
R
"
:
30
,
"
lambda.step
"
:
0.01
,
"
plot.opts
"
:
{
"
xlab
"
:
"
PC1
"
,
"
ylab
"
:
"
PC2
"
},
"
topic.order
"
:
[
2
,
1
,
3
]};
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