Barack Obama

This speech titled 2007.08.01 originally had 6088 tokens. In its cue-lag representation, it has 149 cue terms and an average lag of 37.4. 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 9/11_commiss 20
✓
0.0103 0 0.99
✗
0 0 0
2 studi_group 4
✓
0.00139 0 0.00259
✗
0.00915 0 0.987
3 iranian_govern 41
✓
0.00159 0 0.0157
✗
0.00677 0 0.976
4 state_legisl 107
✓
0.492 0.000199 0.0404
✗
0.00199 0 0.465
5 world_trade_center 20
✓
0.0181 0 0.0295
✗
0.454 0 0.498
6 peopl_gather 23
✓
0.0137 0 0.00597
✗
0.462 0 0.518
7 fellow_citizen 38
✓
0.0838 0 0.00716
✗
0.456 0 0.453
8 pearl_harbor 132
✓
0.178 0 0.103
✗
0.346 0 0.373
9 al_qaeda 129
✓
0.00776 0 0.545
✗
0.00498 0 0.443
10 polit_parti 58
✓
0.986 0 0.000398
✗
0.00299 0 0.0107
11 __NUM___centuri 12
✓
0.0541 0 0.00537
✗
0.93 0 0.0105
12 __DATE___dai 53
✓
0.19 0 0
✗
0.809 0 0.000995
13 strong_support 35
✓
0.111 0.000199 0.0213
✗
0.866 0 0.000995
14 muslim_world 49
✓
0.000398 0 0.976
✗
0.00338 0 0.0201
15 al_qaeda 13
✓
0 0 0.00876
✗
0 0 0.991
16 nation_intellig 137
✓
0 0 0.076
✗
0 0 0.924
17 al_qaeda 9
✓
0 0 0.00219
✗
0 0 0.998
18 civil_war 17
✓
0 0 0.00617
✗
0 0 0.994
19 al_qaeda 11
✓
0 0 0.00637
✗
0 0 0.994
20 unit_state 28
✓
0.000597 0 0.0145
✗
0 0 0.985
21 middl_east 3
✓
0 0 0.00159
✗
0 0 0.998
22 al_qaeda 10
✓
0 0 0.00458
✗
0 0 0.995
23 unit_state 33
✓
0.0239 0 0.0279
✗
0 0 0.948
24 abu_ghraib 9
✓
0.00358 0 0.00716
✗
0.0197 0 0.97
25 presidenti_power 30
✓
0.00617 0 0.0229
✗
0.0161 0 0.955
26 wedg_issu 11
✓
0.000995 0 0.00935
✗
0.0189 0 0.971
27 small_minor 56
✓
0.00179 0 0.0446
✗
0 0 0.954
28 __NUM___billion 4
✓
0.000597 0 0.00498
✗
0.00159 0 0.993
29 al_qaeda 67
✓
0 0 0.0609
✗
0 0 0.939
30 civil_war 8
✓
0 0 0.00299
✗
0 0 0.997
31 al_qaeda 3
✓
0 0 0.00219
✗
0 0 0.998
32 sunni_insurg 45
✓
0 0 0.0165
✗
0 0 0.983
33 muslim_countri 57
✓
0.0241 0 0.0456
✗
0 0 0.93
34 american_peopl 34
✓
0.00537 0 0.0304
✗
0.0115 0 0.953
35 presid_bush 17
✓
0.000995 0 0.0143
✗
0.0107 0 0.974
36 presid_continu 177
✓
0.0251 0 0.118
✗
0.00617 0 0.851
37 civil_war 38
✓
0.000199 0 0.0474
✗
0.00219 0 0.95
38 al_qaeda 68
✓
0 0 0.0328
✗
0 0 0.967
39 primari_sourc 13
✓
0.000199 0 0.00398
✗
0 0 0.996
40 al_qaeda 17
✓
0 0 0.00736
✗
0 0 0.993
41 afghan_soldier 187
✓
0.0322 0.000398 0.138
✗
0 0 0.83
42 militari_aid 41
✓
0.00119 0 0.0561
✗
0.00318 0 0.94
43 __MONEY___billion 2
✓
0.000398 0 0.000796
✗
0.00438 0 0.994
44 local_level 8
✓
0.0105 0 0.00438
✗
0.00438 0 0.981
45 afghan_govern 23
✓
0 0 0.0253
✗
0.000199 0 0.975
46 al_qaeda 81
✓
0 0 0.0342
✗
0 0 0.966
47 qaeda_terrorist 12
✓
0 0 0.00318
✗
0 0 0.997
48 militari_aid 141
✓
0.000199 0 0.0762
✗
0 0 0.924
49 terribl_mistak 80
✓
0.00119 0.000199 0.0436
✗
0 0 0.955
50 al_qaeda 14
✓
0 0 0.00617
✗
0 0 0.994
51 blind_ey 88
✓
0.0424 0 0.316
✗
0 0 0.642
52 militari_forc 93
✓
0.00259 0.000199 0.265
✗
0.000398 0 0.732
53 marin_corp 26
✓
0.0125 0 0.0211
✗
0.00219 0.000199 0.964
54 arm_forc 38
✓
0.00398 0 0.0243
✗
0.00836 0 0.963
55 __NUM___centuri 63
✓
0.00716 0 0.0486
✗
0.00597 0 0.938
56 terrorist_threat 7
✓
0.00179 0 0.00796
✗
0.0115 0 0.979
57 state_depart 101
✓
0.00279 0 0.969
✗
0 0 0.0285
58 civil_societi 12
✓
0 0 0.00637
✗
0 0 0.994
59 local_govern 2
✓
0 0 0.000995
✗
0 0 0.999
60 share_inform 80
✓
0.000796 0 0.0352
✗
0 0 0.964
61 bad_polici 14
✓
0 0 0.00498
✗
0 0 0.995
62 american_mission 34
✓
0.00259 0 0.0973
✗
0 0 0.9
63 al_qaeda 1
✓
0.000199 0 0.0119
✗
0.00179 0 0.986
64 __NUM___countri 7
✓
0.0127 0 0.00557
✗
0.00179 0 0.98
65 unit_state 2
✓
0.0225 0 0.00378
✗
0.0129 0 0.961
66 law_enforc 63
✓
0.086 0 0.0842
✗
0.0171 0 0.813
67 __MONEY___billion 24
✓
0.0101 0 0.0352
✗
0.0846 0 0.87
68 border_secur 25
✓
0.00498 0 0.0215
✗
0.0886 0 0.885
69 al_qaeda 51
✓
0 0 0.92
✗
0 0 0.0804
70 nuclear_weapon 3
✓
0 0 0.00617
✗
0 0 0.994
71 __NUM___ton 15
✓
0 0 0.00637
✗
0 0 0.994
72 nuclear_weapon 27
✓
0 0 0.0101
✗
0 0 0.99
73 __NUM___time 9
✓
0 0 0.0207
✗
0 0 0.979
74 soviet_union 5
✓
0 0 0.00279
✗
0 0 0.997
75 unit_state 20
✓
0.00119 0 0.0131
✗
0 0 0.986
76 mass_destruct 12
✓
0 0 0.00617
✗
0 0 0.994
77 nuclear_arsen 21
✓
0 0 0.00617
✗
0 0 0.994
78 nuclear_weapon 7
✓
0 0 0.00338
✗
0 0 0.997
79 bush_year 77
✓
0.0133 0 0.166
✗
0 0 0.821
80 nuclear_program 36
✓
0 0 0.151
✗
0 0 0.849
81 north_korea 18
✓
0 0 0.00557
✗
0 0 0.994
82 nuclear_weapon 13
✓
0.000199 0 0.00517
✗
0 0 0.995
83 convent_wisdom 24
✓
0.0127 0 0.0163
✗
0 0 0.971
84 presid_kennedi 38
✓
0.00836 0 0.0185
✗
0.00896 0 0.964
85 nuclear_weapon 104
✓
0.0177 0 0.0619
✗
0.000796 0 0.92
86 unit_state 64
✓
0.725 0 0.0181
✗
0.0117 0 0.245
87 state_senat 0
✓
0.00876 0 0.000199
✗
0.733 0 0.258
88 refuge_camp 36
✓
0.0593 0 0.38
✗
0.306 0 0.255
89 al_qaeda 21
✓
0.0133 0 0.151
✗
0.237 0 0.598
90 middl_east 10
✓
0.0543 0 0.00915
✗
0.25 0 0.687
91 central_asia 80
✓
0.279 0 0.0181
✗
0.293 0 0.41
92 pacif_rim 3
✓
0.000796 0 0.000199
✗
0.571 0 0.428
93 __NUM___countri 3
✓
0.00159 0 0.00398
✗
0.568 0 0.427
94 abu_ghraib 54
✓
0.037 0 0.0979
✗
0.446 0 0.419
95 vast_major 130
✓
0.0603 0 0.56
✗
0.00657 0 0.373
96 __NUM___billion 4
✓
0.00239 0 0.0115
✗
0.0621 0 0.924
97 ballot_box 60
✓
0.326 0 0.179
✗
0.0157 0 0.48
98 foreign_polici 46
✓
0.195 0 0.115
✗
0.239 0 0.45
99 roll_back 2
✓
0.000199 0 0.497
✗
0.0302 0 0.472
100 secretari_rumsfeld 32
✓
0.00119 0 0.173
✗
0.00159 0 0.824
101 nation_build 13
✓
0.000597 0 0.301
✗
0 0 0.698
102 judici_system 2
✓
0 0 0.00896
✗
0 0 0.991
103 polic_forc 3
✓
0.000199 0 0.00318
✗
0 0 0.997
104 financi_system 3
✓
0.00318 0 0.0127
✗
0 0 0.984
105 make_poverti 24
✓
0.0243 0 0.0153
✗
0.00279 0 0.958
106 poverti_reduct 0
✓
0.000597 0 0.000796
✗
0.0271 0 0.972
107 __MONEY___billion 21
✓
0.000995 0 0.14
✗
0.00279 0 0.856
108 saudi_arabia 25
✓
0.00119 0 0.0269
✗
0.000995 0 0.971
109 small_group 91
✓
0.00299 0 0.188
✗
0 0 0.809
110 state_depart 6
✓
0 0 0.00438
✗
0 0 0.996
111 islam_world 16
✓
0 0 0.00338
✗
0 0 0.997
112 young_american 47
✓
0.898 0 0.00398
✗
0 0 0.0985
113 __NUM___dai 32
✓
0.396 0 0.0563
✗
0.523 0 0.0241
114 make_clear 23
✓
0.0569 0 0.339
✗
0.532 0 0.0728
115 iraqi_armi 116
✓
0.197 0 0.0977
✗
0.433 0 0.272
116 abu_ghraib 2
✓
0.00318 0 0.00219
✗
0.628 0 0.367
117 arab_world 32
✓
0.102 0 0.0971
✗
0.61 0 0.19
118 high_ground 34
✓
0.085 0.000995 0.188
✗
0.493 0 0.233
✗
0.259 0.000199 0.357
120 materi_support 20
✓
0.0605 0 0.0591
✗
0.237 0.000398 0.643
121 __NUM___month 6
✓
0.0758 0 0.161
✗
0.0955 0 0.668
122 militari_commiss 35
✓
0.00358 0 0.262
✗
0.0137 0 0.721
123 geneva_convent 7
✓
0.000398 0 0.0129
✗
0.00975 0 0.977
124 put_forward 21
✓
0 0 0.0253
✗
0.000199 0 0.975
125 fals_choic 2
✓
0.000199 0 0.000995
✗
0 0 0.999
126 law_enforc_agenc 17
✓
0 0 0.00716
✗
0.000199 0 0.993
127 american_citizen 30
✓
0 0 0.0103
✗
0 0 0.99
128 nation_secur 3
✓
0 0 0.00199
✗
0 0 0.998
129 civil_liberti 97
✓
0 0 0.0332
✗
0 0 0.967
130 protect_america 18
✓
0.000796 0 0.00876
✗
0 0 0.99
131 homeland_secur 31
✓
0.00975 0 0.00876
✗
0.000597 0 0.981
132 american_feel 35
✓
0.0796 0 0.00915
✗
0.00896 0 0.902
133 homeland_secur 25
✓
0.0147 0 0.0312
✗
0.0549 0 0.899
134 nation_prioriti 60
✓
0.475 0 0.0129
✗
0.0509 0 0.461
135 front_line 84
✓
0.0543 0 0.258
✗
0.272 0 0.415
136 world_trade_center 14
✓
0.0215 0 0.258
✗
0.0609 0 0.659
137 flight___NUM__ 13
✓
0 0 0.0979
✗
0.00896 0 0.893
138 nation_capit 7
✓
0.000199 0 0.00716
✗
0.00478 0 0.988
139 local_govern 21
✓
0.000597 0 0.0131
✗
0 0 0.986
140 gather_inform 50
✓
0.000995 0 0.0139
✗
0 0 0.985
141 feder_govern 11
✓
0.000199 0 0.00378
✗
0.000398 0 0.996
142 al_qaeda 24
✓
0 0 0.0147
✗
0.000398 0 0.985
143 feder_govern 36
✓
0.0398 0 0.0201
✗
0.000398 0 0.94
144 american_live 40
✓
0.725 0 0.0603
✗
0.0308 0 0.184
145 earli_stage 46
✓
0.107 0.000199 0.0328
✗
0.681 0 0.179
146 perfect_union 189
✓
0.42 0 0.0368
✗
0.487 0 0.0563
147 hold_true 44
✓
0.0641 0 0.413
✗
0.479 0 0.0444
148 young_peopl 78
✓
0.911 0 0.0219
✗
0.0659 0 0.000796
149 make_america 48
✓
0.242 0 0.041
✗
0.706 0 0.0109
__END_OF_SPEECH__ 17