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  5. 2007.10.04.speech_hard_choices_the_responsible_way_forward_for_iraq_and_our_military

Bill Richardson

This speech titled 2007.10.04.speech_hard_choices_the_responsible_way_forward_for_iraq_and_our_military originally had 3803 tokens. In its cue-lag representation, it has 108 cue terms and an average lag of 31.6. You can see the original speech or the tokenized/stemmed speech with overlaying cue-lags.

Cue-lag representation

The table below shows the cue-lag representation of the speech. For each cue term, it also displays the posterior distributions over ideology.

# Cue term Lag before term Posterior distribution
Restart ∑Left Center ∑Right
1 hundr_thousand 75
✓
0.12 0.0177 0.862
✗
0 0 0
2 iraqi_civilian 1
✓
0.00259 0 0.00856
✗
0.116 0.0163 0.857
3 presid_bush 259
✓
0.0326 0.0251 0.613
✗
0.00159 0.00318 0.324
4 civil_war 71
✓
0 0 0.211
✗
0 0.000199 0.789
5 polit_progress 5
✓
0 0 0.0121
✗
0 0 0.988
6 unit_state 61
✓
0.193 0 0.113
✗
0.000199 0 0.694
7 american_power 12
✓
0.0139 0.00239 0.0529
✗
0.158 0 0.773
8 iraqi_civilian 38
✓
0.0227 0.00975 0.131
✗
0.102 0.00239 0.732
9 break_point 232
✓
0.000995 0 0.621
✗
0 0 0.378
10 nation_guard 28
✓
0 0 0.0677
✗
0 0 0.932
11 guard_unit 0
✓
0.000199 0 0.00219
✗
0 0 0.998
12 homeland_secur 16
✓
0.000398 0 0.0645
✗
0 0 0.935
13 soft_power 22
✓
0.0235 0.000398 0.0496
✗
0.000796 0 0.926
14 real_threat 10
✓
0.00139 0 0.0434
✗
0.00657 0 0.949
15 gener_petraeu 10
✓
0 0 0.0324
✗
0 0 0.968
16 al_qaeda 13
✓
0.00338 0 0.0295
✗
0 0 0.967
17 presid_bush 43
✓
0.0147 0.0647 0.0913
✗
0.00139 0 0.828
18 american_live 31
✓
0.0396 0.0281 0.0665
✗
0.0115 0.0621 0.792
19 moral_compass 26
✓
0.924 0 0.00139
✗
0.0492 0.00119 0.0241
20 unit_nation 10
✓
0.0625 0 0
✗
0.937 0 0.000796
21 middl_east 11
✓
0.0446 0 0.00995
✗
0.945 0 0.000199
22 muslim_leader 8
✓
0.0336 0.000995 0.0125
✗
0.944 0 0.00915
23 saddam_hussein 20
✓
0.0965 0.000398 0.0279
✗
0.859 0.000199 0.0161
24 muslim_countri 117
✓
0.0788 0.000796 0.749
✗
0.138 0 0.0334
25 rich_countri 27
✓
0.643 0 0.0115
✗
0.201 0.000199 0.144
26 nation_interest 62
✓
0.174 0.000199 0.164
✗
0.551 0 0.111
27 bush_administr 2
✓
0.00517 0.000796 0.0687
✗
0.651 0.000199 0.274
28 iraq_polici 10
✓
0.0105 0.00239 0.398
✗
0.253 0.000995 0.335
29 senat_clinton 8
✓
0.00438 0 0.306
✗
0.0535 0 0.636
30 nuclear_weapon 34
✓
0.0392 0 0.0716
✗
0.0492 0 0.84
31 islam_world 24
✓
0.00896 0 0.0798
✗
0.0535 0 0.858
32 senat_clinton 1
✓
0.000199 0 0.00955
✗
0.0559 0 0.934
33 nuclear_weapon 31
✓
0.0611 0 0.0742
✗
0.0416 0 0.823
34 american_secur 55
✓
0.00139 0.000597 0.22
✗
0.00259 0 0.776
35 arm_forc 18
✓
0 0 0.0486
✗
0 0 0.951
36 georg_bush 2
✓
0.000199 0 0.00697
✗
0 0 0.993
37 presid_bush 13
✓
0.000796 0.00139 0.0338
✗
0.000199 0 0.964
38 fail_miser 48
✓
0 0 0.11
✗
0 0.000199 0.89
39 gener_petraeu 2
✓
0 0 0.00557
✗
0 0 0.994
40 polit_progress 7
✓
0 0 0.0145
✗
0 0 0.985
41 georg_bush 14
✓
0.000199 0 0.033
✗
0 0 0.967
42 import_issu 8
✓
0.000199 0 0.0195
✗
0 0 0.98
43 fellow_democrat 12
✓
0.000796 0 0.0338
✗
0.000199 0 0.965
44 hillari_clinton 4
✓
0.0346 0 0.0103
✗
0.00239 0 0.953
45 barack_obama 2
✓
0.00299 0 0.00438
✗
0.0364 0 0.956
46 john_edward 2
✓
0.000796 0 0.00736
✗
0.0388 0 0.953
47 senat_clinton 82
✓
0.0273 0 0.18
✗
0.0281 0 0.765
48 __NUM___year 21
✓
0.00617 0 0.0446
✗
0.0496 0 0.9
49 senat_obama 3
✓
0.00159 0 0.00736
✗
0.0537 0 0.937
50 john_edward 2
✓
0.00119 0 0.00716
✗
0.0533 0 0.938
51 __NUM___year 20
✓
0.00657 0 0.0428
✗
0.05 0 0.901
52 senat_clinton 29
✓
0.00776 0 0.0589
✗
0.0474 0 0.886
53 clinton_plan 0
✓
0.000199 0 0.00498
✗
0.0521 0 0.943
54 __NUM___troop 6
✓
0.000199 0 0.0615
✗
0.00378 0 0.935
55 civil_war 61
✓
0.000398 0 0.135
✗
0 0 0.865
56 __NUM___troop 28
✓
0 0 0.0665
✗
0 0 0.934
57 sound_bite 47
✓
0.000796 0 0.104
✗
0 0 0.895
58 polit_calcul 20
✓
0 0 0.0442
✗
0 0 0.956
59 polit_progress 67
✓
0 0.000398 0.154
✗
0 0 0.845
60 presid_nixon 1
✓
0 0.000398 0.00498
✗
0 0.000398 0.994
61 care_plan 43
✓
0.00338 0.000398 0.109
✗
0 0 0.887
62 __NUM___troop 50
✓
0.00179 0 0.118
✗
0 0 0.88
63 gulf_war 19
✓
0.0595 0.000995 0.0376
✗
0.00219 0 0.9
64 half_million 5
✓
0.0358 0.000199 0.0119
✗
0.0613 0.00119 0.89
65 work_close 15
✓
0.236 0 0.0101
✗
0.0915 0.000199 0.662
66 save_live 30
✓
0.000398 0.000199 0.874
✗
0.000597 0 0.125
67 arm_forc 22
✓
0 0 0.0581
✗
0 0 0.942
68 al_qaeda 23
✓
0.00199 0 0.0547
✗
0 0 0.943
69 militari_presenc 43
✓
0.00159 0 0.101
✗
0 0 0.897
70 al_qaeda 13
✓
0.0378 0 0.034
✗
0.00159 0 0.927
71 foreign_polici 61
✓
0.775 0 0.0299
✗
0.036 0 0.159
72 __NUM___centuri 14
✓
0.199 0 0.000995
✗
0.773 0 0.0271
73 fail_state 55
✓
0.187 0.000597 0.0225
✗
0.778 0 0.0121
74 econom_trend 9
✓
0.0442 0.000398 0.00119
✗
0.928 0.000597 0.0257
75 fossil_fuel 7
✓
0.0631 0.000199 0
✗
0.934 0 0.00239
76 nation_border 24
✓
0.11 0 0.00179
✗
0.888 0 0.000199
77 nation_interest 10
✓
0.0442 0 0.0103
✗
0.945 0 0.000796
78 foreign_polici 22
✓
0.077 0 0.00975
✗
0.904 0 0.00935
79 soviet_union 22
✓
0.081 0.000199 0.00816
✗
0.898 0 0.0127
80 militari_forc 25
✓
0.00876 0.00159 0.876
✗
0.0911 0 0.0221
81 todai_world 89
✓
0.0103 0.00199 0.263
✗
0.0145 0.000398 0.709
82 arm_forc 2
✓
0 0 0.0139
✗
0.0195 0.00139 0.965
83 __NUM___centuri 117
✓
0.874 0 0.0287
✗
0.0153 0 0.082
84 humanitarian_aid 133
✓
0.182 0.031 0.406
✗
0.304 0 0.0768
85 conflict_resolut 156
✓
0.0886 0.00557 0.305
✗
0.225 0.00716 0.369
86 foreign_nation 45
✓
0.0183 0 0.0913
✗
0.252 0.00279 0.635
87 militari_oper 8
✓
0.0127 0 0.00836
✗
0.266 0.00139 0.712
88 polit_action 11
✓
0.0338 0 0.00557
✗
0.274 0.00119 0.686
89 person_relationship 20
✓
0.215 0.00199 0.0145
✗
0.278 0.000796 0.49
90 econom_develop 42
✓
0.557 0.000199 0.0205
✗
0.301 0.000199 0.121
91 __MONEY___billion 52
✓
0.149 0.00259 0.202
✗
0.55 0 0.0959
92 pentagon_spend 6
✓
0.0127 0.00517 0.0145
✗
0.667 0.00259 0.298
93 cold_war 87
✓
0.216 0.0322 0.0287
✗
0.421 0.00517 0.297
94 weapon_system 1
✓
0.00398 0.00677 0.00796
✗
0.618 0.0376 0.326
95 system_design 0
✓
0.00219 0.000199 0.00219
✗
0.617 0.0438 0.334
96 soviet_empir 6
✓
0.0515 0.000597 0.0255
✗
0.594 0.0384 0.29
97 nuclear_weapon 17
✓
0.409 0 0.00458
✗
0.579 0 0.00796
98 nuclear_arsen 16
✓
0.0639 0 0.000199
✗
0.935 0 0.00139
99 fissil_materi 57
✓
0.184 0 0.0135
✗
0.802 0 0.000597
100 protect_america 4
✓
0.00418 0.000597 0.679
✗
0.291 0.000199 0.0249
101 real_threat 4
✓
0.00239 0.000199 0.238
✗
0.0597 0 0.7
102 nuclear_weapon 24
✓
0.0553 0 0.0587
✗
0.0468 0 0.839
103 marin_corp 44
✓
0.00975 0.000796 0.157
✗
0.0269 0 0.805
104 __NUM___troop 9
✓
0.00657 0 0.0358
✗
0.0302 0.000398 0.927
105 __NUM___centuri 9
✓
0.854 0 0.00119
✗
0.0511 0 0.0937
106 worthi_goal 85
✓
0.211 0.000199 0.00358
✗
0.773 0 0.0129
107 god_bless 26
✓
0.0113 0 0.000995
✗
0.978 0 0.00955
108 god_bless_america 8
✓
0.00239 0.000199 0.00279
✗
0.984 0 0.0101
__END_OF_SPEECH__ 4