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  5. 2008.07.15

Barack Obama

This speech titled 2008.07.15 originally had 5692 tokens. In its cue-lag representation, it has 195 cue terms and an average lag of 26.8. 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 year_ago 3
✓
0.663 0.00179 0.335
✗
0 0 0
2 unit_state 21
✓
0.158 0 0.0261
✗
0.606 0 0.21
3 soviet_union 28
✓
0.0896 0.000597 0.0223
✗
0.702 0 0.186
4 atom_bomb 5
✓
0.136 0.00179 0.00796
✗
0.7 0.000597 0.154
5 challeng_face 8
✓
0.279 0 0.00199
✗
0.668 0 0.0511
6 greatest_gener 2
✓
0.0131 0 0.000597
✗
0.938 0 0.0486
7 militari_forc 82
✓
0 0 0.953
✗
0 0 0.0472
8 econom_power 11
✓
0 0 0.00199
✗
0 0 0.998
9 open_market 20
✓
0 0 0.00299
✗
0 0 0.997
10 intern_institut 10
✓
0 0 0.000597
✗
0 0 0.999
11 unit_nation 3
✓
0 0 0.000597
✗
0 0 0.999
12 world_bank 6
✓
0 0 0.000597
✗
0 0 0.999
13 spent_year 31
✓
0 0 0.00338
✗
0 0 0.997
14 wage_war 3
✓
0 0 0.000597
✗
0 0 0.999
15 marshal_plan 3
✓
0.000398 0 0.000796
✗
0 0 0.999
16 american_peopl 77
✓
0.0195 0 0.0297
✗
0.000199 0 0.951
17 foreign_oil 88
✓
0.000597 0 0.101
✗
0.000199 0 0.898
18 american_peopl 25
✓
0.00358 0 0.0261
✗
0.000199 0 0.97
19 cold_war 47
✓
0.000398 0.000199 0.0209
✗
0.000199 0 0.978
20 unit_state 44
✓
0.00279 0 0.00896
✗
0 0 0.988
21 cold_war 20
✓
0 0 0.00358
✗
0.00119 0 0.995
22 full_forc 94
✓
0 0 0.0277
✗
0 0 0.972
23 american_power 2
✓
0 0 0.00896
✗
0 0 0.991
24 osama_bin_laden 6
✓
0 0 0.000597
✗
0 0 0.999
25 al_qaeda 3
✓
0 0 0.000398
✗
0 0 1
26 __NUM___centuri 34
✓
0.000597 0 0.00458
✗
0 0 0.995
27 intern_institut 54
✓
0.00239 0 0.00796
✗
0 0 0.99
28 polic_offic 37
✓
0.13 0 0.142
✗
0.00159 0 0.727
29 power_plant 21
✓
0.00756 0.000796 0.0697
✗
0.073 0 0.849
30 american_live 45
✓
0.00498 0 0.162
✗
0.0273 0.000199 0.805
31 trillion_dollar 5
✓
0 0 0.0394
✗
0.000398 0 0.96
32 9/11_attack 33
✓
0.000199 0 0.00896
✗
0 0 0.991
33 war_began 30
✓
0 0 0.00517
✗
0 0 0.995
34 foreign_polici 16
✓
0.000199 0 0.00358
✗
0 0 0.996
35 __NUM___centuri 48
✓
0.00259 0 0.00517
✗
0 0 0.992
36 unit_state 32
✓
0.00318 0 0.00736
✗
0.00179 0 0.988
37 foreign_polici 41
✓
0.000199 0 0.00955
✗
0.000398 0 0.99
38 american_power 19
✓
0 0 0.00199
✗
0 0 0.998
39 nation_secur 40
✓
0.000597 0 0.00557
✗
0 0 0.994
40 make_america 40
✓
0.0243 0 0.0225
✗
0.000199 0 0.953
41 al_qaeda 14
✓
0 0 0.0295
✗
0.000199 0 0.97
42 nuclear_weapon 7
✓
0 0 0.000995
✗
0 0 0.999
43 rogu_state 6
✓
0 0 0.000398
✗
0 0 1
44 energi_secur 4
✓
0 0 0.00139
✗
0 0 0.999
45 __NUM___centuri 12
✓
0.000199 0 0.00159
✗
0 0 0.998
46 american_peopl 32
✓
0 0 0.00577
✗
0 0 0.994
47 senat_mccain 26
✓
0.000199 0 0.00219
✗
0 0 0.998
48 immin_threat 19
✓
0 0 0.00318
✗
0 0 0.997
49 al_qaeda 15
✓
0 0 0.00159
✗
0 0 0.998
50 senat_mccain 5
✓
0 0 0.000597
✗
0 0 0.999
51 middl_east 17
✓
0.00159 0 0.00259
✗
0 0 0.996
52 cold_war 18
✓
0.00279 0.000398 0.00139
✗
0.00159 0 0.994
53 move_forward 24
✓
0.049 0.00199 0.422
✗
0.000597 0 0.527
54 senat_mccain 16
✓
0.000199 0.00199 0.0728
✗
0.00796 0.00119 0.916
55 wider_world 22
✓
0 0 0.0402
✗
0 0 0.96
56 __NUM___month 4
✓
0 0 0.000796
✗
0 0 0.999
57 presid_bush 2
✓
0 0 0.000199
✗
0 0 1
58 gener_petraeu 22
✓
0 0 0.00279
✗
0 0 0.997
59 al_qaeda 30
✓
0 0 0.00418
✗
0 0 0.996
60 senat_mccain 25
✓
0.000398 0 0.00299
✗
0 0 0.997
61 __NUM___month 47
✓
0.000597 0 0.00736
✗
0 0 0.992
62 american_taxpay 26
✓
0 0 0.00537
✗
0 0 0.995
63 __MONEY___billion 4
✓
0 0 0.000995
✗
0 0 0.999
64 __NUM___month 19
✓
0.000398 0 0.00418
✗
0 0 0.995
65 al_qaeda 39
✓
0 0 0.00557
✗
0 0 0.994
66 __NUM___month 17
✓
0 0 0.00299
✗
0 0 0.997
67 polit_progress 19
✓
0 0 0.00259
✗
0 0 0.997
68 prime_minist 50
✓
0 0 0.00517
✗
0 0 0.995
69 secur_forc 31
✓
0 0 0.00299
✗
0 0 0.997
70 georg_bush 53
✓
0 0 0.0131
✗
0 0 0.987
71 john_mccain 2
✓
0 0 0.000796
✗
0 0 0.999
72 iraqi_govern 71
✓
0 0 0.0175
✗
0 0 0.982
73 al_qaeda 67
✓
0 0 0.0113
✗
0 0 0.989
74 gener_petraeu 20
✓
0 0 0.00219
✗
0 0 0.998
75 leav_iraq 63
✓
0 0 0.00716
✗
0 0 0.993
76 al_qaeda 23
✓
0 0 0.00219
✗
0 0 0.998
77 __NUM___month 88
✓
0.000597 0 0.0175
✗
0 0 0.982
78 secur_forc 13
✓
0 0 0.00119
✗
0 0 0.999
79 war_began 20
✓
0 0 0.00279
✗
0 0 0.997
80 al_qaeda 21
✓
0 0 0.00279
✗
0 0 0.997
81 servic_member 4
✓
0 0 0.000199
✗
0 0 1
82 secur_forc 9
✓
0 0 0.000597
✗
0 0 0.999
83 polit_progress 8
✓
0 0 0.000398
✗
0 0 1
84 iraqi_govern 40
✓
0 0 0.0189
✗
0 0 0.981
85 __MONEY___billion 15
✓
0.0163 0.0111 0.181
✗
0 0 0.791
86 __NUM___million 11
✓
0.0619 0.00378 0.591
✗
0.00915 0.00398 0.33
87 unit_nation 25
✓
0.00199 0 0.179
✗
0.00836 0 0.811
88 world_bank 3
✓
0 0 0.00119
✗
0.00955 0 0.989
89 european_union 4
✓
0.000199 0 0.00139
✗
0.00915 0 0.989
90 unit_state 18
✓
0.418 0 0.0197
✗
0.00139 0 0.561
91 american_peopl 20
✓
0.196 0 0.00458
✗
0.386 0 0.414
92 common_interest 7
✓
0.0941 0 0.00139
✗
0.563 0 0.342
93 iraqi_armi 20
✓
0.0105 0 0.00498
✗
0.65 0 0.334
94 coalit_forc 13
✓
0.00418 0.000398 0.000796
✗
0.658 0 0.337
95 arab_govern 9
✓
0.00279 0 0.000995
✗
0.66 0.000199 0.336
96 tax_dollar 23
✓
0.0241 0.000597 0.042
✗
0.605 0 0.329
97 __NUM___soldier 46
✓
0.000398 0.000199 0.653
✗
0.00498 0 0.342
98 senat_mccain 28
✓
0 0.000199 0.00915
✗
0.000995 0 0.99
99 spend___MONEY___billion 18
✓
0.000199 0 0.00478
✗
0 0 0.995
100 presid_bush 64
✓
0 0 0.00995
✗
0 0 0.99
101 senat_mccain 2
✓
0 0 0.000199
✗
0 0 1
102 al_qaeda 33
✓
0 0 0.00657
✗
0 0 0.993
103 osama_bin_laden 33
✓
0 0 0.00378
✗
0 0 0.996
104 al_qaeda 23
✓
0 0 0.00179
✗
0 0 0.998
105 senat_mccain 59
✓
0.00199 0.000995 0.0708
✗
0 0 0.926
106 month_ago 4
✓
0.00537 0 0.00478
✗
0.00199 0.000199 0.988
107 joint_chief 59
✓
0.000398 0 0.111
✗
0.000199 0 0.888
108 al_qaeda 20
✓
0 0 0.00995
✗
0 0 0.99
109 top_prioriti 5
✓
0.0107 0 0.00219
✗
0 0 0.987
110 secur_forc 48
✓
0 0 0.0306
✗
0 0 0.969
111 cold_war 25
✓
0 0 0.00259
✗
0 0 0.997
112 __NUM___centuri 16
✓
0 0 0.00239
✗
0 0 0.998
113 polic_station 23
✓
0.000597 0 0.00418
✗
0 0 0.995
114 addit___MONEY__ 40
✓
0 0 0.0103
✗
0 0 0.99
115 __MONEY___billion 0
✓
0 0 0.000398
✗
0 0 1
116 afghan_peopl 73
✓
0 0 0.0115
✗
0 0 0.988
117 unit_state 19
✓
0.000199 0 0.00338
✗
0 0 0.996
118 greatest_threat 4
✓
0 0 0.000995
✗
0 0 0.999
119 bin_laden 110
✓
0.00657 0 0.0223
✗
0 0 0.971
120 joe_biden 78
✓
0.000597 0 0.0167
✗
0.000995 0 0.982
121 militari_aid 8
✓
0 0 0.00199
✗
0 0 0.998
122 al_qaeda 32
✓
0 0 0.00358
✗
0 0 0.996
123 radic_islam 30
✓
0.000199 0 0.00378
✗
0 0 0.996
124 nuclear_weapon 17
✓
0 0 0.00139
✗
0 0 0.999
125 rogu_state 6
✓
0 0 0.000597
✗
0 0 0.999
126 iraq_war 8
✓
0 0 0.000796
✗
0 0 0.999
127 presid_bush 3
✓
0 0 0.000199
✗
0 0 1
128 nuclear_program 15
✓
0 0 0.00179
✗
0 0 0.998
129 mass_destruct 24
✓
0 0 0.00139
✗
0 0 0.999
130 world_war_ii 14
✓
0.000796 0 0.00119
✗
0 0 0.998
131 __NUM___ton 21
✓
0 0 0.00537
✗
0 0 0.995
132 cold_war 42
✓
0 0 0.00418
✗
0 0 0.996
133 rogu_state 12
✓
0 0 0.00179
✗
0 0 0.998
134 tel_aviv 29
✓
0 0 0.00279
✗
0 0 0.997
135 american_peopl 17
✓
0 0 0.00199
✗
0 0 0.998
136 republican_senat 14
✓
0 0 0.00279
✗
0 0 0.997
137 __NUM___centuri 43
✓
0 0 0.00537
✗
0 0 0.995
138 biolog_weapon 3
✓
0 0 0.000199
✗
0 0 1
139 nuclear_weapon 36
✓
0 0 0.00398
✗
0 0 0.996
140 ballist_missil 40
✓
0 0 0.00338
✗
0 0 0.997
141 nuclear_weapon 14
✓
0 0 0.000796
✗
0 0 0.999
142 fissil_materi 13
✓
0 0 0.00139
✗
0 0 0.999
143 prolifer_treati 32
✓
0 0 0.00378
✗
0 0 0.996
144 north_korea 12
✓
0 0 0.00119
✗
0 0 0.999
145 nuclear_weapon 24
✓
0 0 0.00318
✗
0 0 0.997
146 nation_secur 18
✓
0 0 0.00119
✗
0 0 0.999
147 unit_state 4
✓
0 0 0.000995
✗
0 0 0.999
148 senat_mccain 13
✓
0 0 0.00179
✗
0 0 0.998
149 nuclear_program 16
✓
0 0 0.00139
✗
0 0 0.999
150 american_power 16
✓
0 0 0.00259
✗
0 0 0.997
151 iranian_regim 4
✓
0 0 0.000796
✗
0 0 0.999
152 nuclear_program 132
✓
0 0 0.0211
✗
0 0 0.979
153 secur_council 38
✓
0.00398 0 0.00557
✗
0 0 0.99
154 iranian_regim 11
✓
0.000398 0 0.00199
✗
0.00398 0 0.994
155 world_todai 67
✓
0.968 0.00179 0.0113
✗
0.00458 0 0.0143
156 __MONEY___million 9
✓
0.0167 0.000398 0.00577
✗
0.958 0.00179 0.0171
157 fifti_year 89
✓
0.0609 0 0.00318
✗
0.931 0 0.00498
158 middl_east 18
✓
0.00358 0 0.00597
✗
0.983 0 0.00697
159 south_asia 3
✓
0.000995 0 0.000597
✗
0.986 0 0.0127
160 econom_issu 24
✓
0.713 0.00199 0.089
✗
0.189 0 0.00637
161 nation_secur 9
✓
0.0848 0.00219 0.0878
✗
0.764 0.00119 0.0597
162 american_famili 12
✓
0.0464 0.0203 0.0917
✗
0.721 0.00338 0.118
163 foreign_oil 16
✓
0 0 0.795
✗
0.00975 0.000199 0.195
164 __MONEY___billion 20
✓
0.000199 0 0.0179
✗
0.000597 0 0.981
165 ten_year 4
✓
0 0 0.00199
✗
0 0 0.998
166 energi_secur 9
✓
0 0 0.00239
✗
0 0 0.998
167 green_energi 10
✓
0 0 0.00398
✗
0 0 0.996
168 __NUM___million_job 14
✓
0 0 0.167
✗
0 0 0.833
169 altern_energi 29
✓
0 0 0.0269
✗
0 0 0.973
170 nuclear_power 19
✓
0.000398 0 0.00478
✗
0 0 0.995
171 unit_state 18
✓
0.0991 0 0.0271
✗
0.000398 0 0.873
172 global_economi 93
✓
0.187 0 0.0754
✗
0.0585 0 0.679
173 clean_energi 22
✓
0.0418 0 0.0776
✗
0.18 0 0.701
174 __NUM___centuri 51
✓
0.339 0 0.26
✗
0.18 0 0.222
175 gulf_war 55
✓
0.127 0.000199 0.117
✗
0.467 0 0.288
176 unit_nation 13
✓
0.0203 0 0.00119
✗
0.591 0 0.388
177 intern_cooper 25
✓
0.0412 0 0.00657
✗
0.605 0 0.347
178 __NUM___centuri 19
✓
0.0332 0 0.00975
✗
0.638 0 0.319
179 south_korea 19
✓
0.0213 0 0.0291
✗
0.665 0 0.284
180 world_largest 5
✓
0.000995 0 0.00239
✗
0.685 0 0.311
181 common_interest 18
✓
0.0209 0 0.0259
✗
0.675 0 0.278
182 unit_nation 49
✓
0.0133 0 0.0225
✗
0.67 0 0.295
183 african_union 119
✓
0.084 0.0135 0.186
✗
0.436 0 0.28
184 roll_back 17
✓
0.00199 0 0.497
✗
0.0669 0.000199 0.434
185 american_peopl 60
✓
0.116 0 0.164
✗
0.00557 0 0.715
186 marshal_plan 22
✓
0.0293 0.00378 0.0372
✗
0.101 0 0.828
187 __MONEY___billion 16
✓
0.181 0.00259 0.0183
✗
0.124 0.00259 0.672
188 fail_state 12
✓
0.203 0 0.00378
✗
0.302 0.000995 0.49
189 global_poverti 10
✓
0.00617 0.000199 0.0229
✗
0.5 0.000597 0.47
190 roll_back 3
✓
0.00995 0.000199 0.411
✗
0.159 0.000597 0.42
191 foreign_polici 55
✓
0.888 0 0.00438
✗
0.0119 0 0.0961
192 common_purpos 24
✓
0.128 0 0
✗
0.871 0 0.000995
193 american_peopl 122
✓
0.0784 0 0.00179
✗
0.92 0 0
194 cold_war 18
✓
0.00776 0 0.000398
✗
0.991 0 0.000398
195 earlier_gener 56
✓
0.0183 0.000398 0.000796
✗
0.98 0 0.000199
__END_OF_SPEECH__ 13