Barack Obama

This speech titled 2007.05.05 originally had 4652 tokens. In its cue-lag representation, it has 171 cue terms and an average lag of 24.4. 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 small_town 30
0.982 0 0.0179
0 0 0
2 big_citi 3
0.0147 0 0.000398
0.968 0 0.0173
3 job_creation 32
0.043 0.0344 0.658
0.247 0 0.0177
4 work_peopl 18
0.341 0 0.0424
0.224 0.000199 0.393
5 citi_hall 22
0.483 0 0.000796
0.507 0 0.00896
6 tough_time 22
0.252 0 0.00119
0.747 0 0
7 __NUM___anniversari 11
0.0585 0 0
0.941 0 0
8 polic_offic 10
0.0141 0 0
0.986 0 0
9 lo_angel 17
0.0141 0 0.000199
0.986 0 0
10 america_greatest 14
0.0107 0 0
0.989 0 0
11 medic_center 60
0.648 0 0.27
0.0822 0 0
12 pregnant_woman 19
0.0492 0.000398 0.0511
0.646 0 0.254
13 __NUM___year 231
0.8 0 0.173
0.0193 0 0.00776
14 lo_angel 62
0.387 0 0.00836
0.582 0 0.0229
15 street_corner 13
0.0901 0 0
0.905 0 0.00498
16 young_men 21
0.318 0 0.0203
0.657 0 0.00478
17 young_peopl 90
0.853 0 0.0213
0.125 0 0
18 good_job 37
0.192 0 0.0448
0.751 0 0.0115
19 __NUM___year_ago 76
0.313 0 0.137
0.53 0 0.0195
20 lo_angel 3
0.0157 0 0.0772
0.753 0 0.154
21 life_work 46
0.046 0 0.301
0.426 0 0.227
22 gulf_coast 85
0.0342 0 0.413
0.0452 0 0.508
23 ten_time 114
0.0925 0 0.0687
0.0201 0 0.819
24 nation_averag 2
0.00318 0 0.000796
0.111 0 0.885
25 young_men 7
0.000398 0 0.00119
0.114 0 0.884
26 gunshot_wound 6
0.000995 0 0.00119
0.113 0 0.884
27 poverti_rate 18
0.000796 0 0.00517
0.114 0 0.88
28 nation_averag 4
0.000199 0 0.00139
0.114 0 0.884
29 credit_card 56
0.0215 0 0.486
0.0704 0 0.422
30 feder_respons 8
0.0515 0.000199 0.0177
0.0923 0 0.838
31 lo_angel 12
0.126 0 0.0103
0.14 0 0.723
32 american_peopl 70
0.193 0 0.125
0.0591 0 0.623
33 nation_confer 53
0.0734 0.000199 0.141
0.12 0 0.665
34 __MONEY___million 10
0.513 0 0.22
0.172 0.000199 0.0941
35 tax_credit 4
0.0237 0 0.0145
0.662 0 0.3
36 __NUM___famili 15
0.00537 0 0.754
0.041 0 0.2
37 gulf_coast 3
0.00179 0 0.00756
0.0406 0 0.95
38 __NUM___month 11
0.562 0 0.04
0.0129 0 0.385
39 black_men 59
0.542 0 0.00139
0.432 0 0.0247
40 __NUM___million_peopl 23
0.617 0 0.000199
0.383 0 0
41 emerg_room 5
0.0273 0 0.00299
0.97 0 0.000199
42 billion_dollar 11
0.0129 0.000199 0.0103
0.973 0 0.00318
43 health_insur 18
0.0762 0 0.0539
0.866 0 0.00418
44 __MONEY___million 45
0.714 0.0185 0.168
0.0687 0 0.031
45 million_dollar 0
0.00597 0.000199 0.00299
0.777 0.0185 0.196
46 innoc_live 9
0.0697 0 0.00876
0.756 0.0149 0.15
47 earli_childhood 50
0.606 0 0
0.394 0 0
48 childhood_educ 0
0.00438 0 0
0.996 0 0
49 young_peopl 21
0.725 0 0.00577
0.27 0 0
50 good_job 7
0.0442 0 0.00219
0.95 0 0.00378
51 incom_famili 21
0.0993 0 0
0.9 0 0.000199
52 child_care 13
0.00776 0 0
0.992 0 0
53 ag___NUM__ 4
0.0189 0 0.000597
0.98 0 0
54 smoke_marijuana 23
0.0145 0.000199 0.000199
0.984 0 0.000597
55 black_children 18
0.0113 0 0
0.988 0.000199 0
56 special_educ 6
0.0127 0 0
0.987 0 0
57 earli_childhood 25
0.00896 0 0
0.991 0 0
58 __NUM___year 36
0.0714 0 0.00219
0.926 0 0
59 child_left 17
0.0115 0 0
0.988 0 0
60 final_make 34
0.00955 0 0
0.99 0 0
61 qualiti_educ 2
0.00159 0 0
0.998 0 0
62 high_school 13
0.00577 0 0
0.994 0 0
63 base_economi 10
0.0215 0 0.00199
0.977 0 0
64 import_part 17
0.0237 0 0.00219
0.974 0 0.000199
65 iraq_war 39
0.894 0 0.0117
0.0939 0 0.000199
66 __NUM___dai 2
0.0364 0 0.000398
0.96 0 0.00299
67 speak_english 68
0.262 0.000199 0.0468
0.69 0 0.00119
68 full_potenti 23
0.11 0.000199 0.000398
0.888 0 0.00139
69 rural_area 30
0.036 0 0
0.964 0 0
70 high_school 55
0.0874 0 0.000398
0.912 0 0
71 great_idea 14
0.0523 0 0.426
0.522 0 0.000398
72 __NUM___centuri 32
0.495 0 0.0169
0.399 0 0.0884
73 young_peopl 12
0.377 0 0.00259
0.618 0 0.00279
74 colleg_tuition 25
0.127 0 0.00139
0.872 0 0
75 __NUM___student 16
0.0706 0.000199 0.0119
0.917 0 0.000199
76 iraq_war 11
0.264 0.000398 0.136
0.593 0 0.00736
77 econom_opportun 135
0.519 0 0.0452
0.4 0.000199 0.0356
78 iraq_war 29
0.36 0.00139 0.297
0.274 0.000199 0.0673
79 __MONEY___trillion 6
0 0 0.928
0.000199 0 0.0722
80 trillion_dollar 0
0.000199 0 0.00279
0.000199 0 0.997
81 south_carolina 13
0.957 0 0.00119
0.00517 0 0.0366
82 super_highwai 9
0.0227 0 0.00338
0.939 0 0.035
83 econom_opportun 21
0.0464 0 0.00876
0.921 0 0.0235
84 creat_job 30
0.00338 0 0.986
0.000796 0 0.00955
85 __NUM___job 2
0 0 0.0113
0.000995 0 0.988
86 traumat_stress 37
0.288 0.00139 0.0806
0.000398 0 0.63
87 foster_care 15
0.0854 0.000199 0.0183
0.272 0.00119 0.623
88 __MONEY___million 56
0.675 0.000398 0.0406
0.277 0 0.00736
89 job_train 5
0.0283 0 0.00139
0.933 0 0.0378
90 commun_colleg 30
0.687 0 0
0.313 0 0
91 commun_organ 3
0.0213 0 0
0.979 0 0
92 job_train 3
0.00179 0 0.000597
0.998 0 0
93 train_program 0
0.000199 0 0.0151
0.984 0 0.000597
94 pai_job 6
0.0245 0 0.935
0.0249 0 0.0157
95 middl_class 19
0.00617 0 0.109
0.00915 0 0.876
96 gulf_coast 26
0 0 0.0995
0.000398 0 0.9
97 kansa_citi 19
0 0 0.00438
0 0 0.996
98 nation_confer 5
0 0 0.00179
0 0 0.998
99 black_caucu 11
0 0 0.00637
0 0 0.994
100 introduc_legisl 3
0 0 0.00199
0 0 0.998
101 gulf_coast 4
0.000995 0 0.00179
0 0 0.997
102 move_back 34
0.508 0 0.206
0.000199 0 0.286
103 back_home 0
0.0336 0 0.00139
0.506 0 0.459
104 __MONEY___million 33
0.0752 0.000199 0.652
0.205 0 0.0671
105 foreign_oil 18
0 0 0.338
0.000199 0 0.662
106 energi_polici 5
0 0 0.00279
0 0 0.997
107 fuel_effici 35
0.00119 0 0.0129
0 0 0.986
108 global_climat 32
0.522 0 0.0336
0.00119 0 0.443
109 __NUM___centuri 8
0.161 0 0.0113
0.441 0 0.386
110 young_peopl 31
0.76 0 0.049
0.188 0 0.00299
111 creat_job 36
0.174 0.00119 0.153
0.632 0 0.0394
112 econom_opportun 27
0.228 0.000398 0.00697
0.7 0.000995 0.0641
113 million_dollar 27
0.124 0.00577 0.346
0.473 0.00139 0.0494
114 incom_famili 67
0.195 0 0.383
0.165 0.000597 0.257
115 hous_market 6
0.0655 0 0.00856
0.296 0.000199 0.63
116 metropolitan_area 9
0.336 0.000199 0.00279
0.331 0 0.33
117 famili_earn 6
0.0702 0 0.0105
0.617 0.000199 0.302
118 minimum_wage 1
0.00995 0 0.00119
0.682 0.000199 0.306
119 afford_hous 10
0.0137 0 0.0541
0.637 0 0.296
120 trust_fund 1
0.00677 0 0.00358
0.64 0 0.349
121 commun_develop 21
0.55 0 0
0.45 0 0.000199
122 block_grant 1
0.00199 0 0
0.998 0 0
123 commun_organ 5
0.164 0 0
0.836 0 0
124 south_side 3
0.00199 0 0
0.998 0 0
125 local_govern 25
0.112 0.00975 0.874
0.00398 0 0
126 section___NUM__ 8
0.0111 0 0.00577
0.11 0.00716 0.866
127 recent_report 29
0.0685 0 0.0133
0.106 0 0.812
128 hous_market 4
0.107 0 0.0277
0.175 0 0.691
129 __NUM___year 8
0.0782 0 0.0645
0.248 0 0.61
130 predatori_lend 27
0.0535 0.000199 0.0531
0.252 0 0.641
131 local_law 22
0.126 0 0.0107
0.282 0 0.581
132 law_enforc 0
0.000995 0 0.000199
0.408 0 0.591
133 subprim_loan 12
0.204 0.00438 0.0302
0.302 0 0.459
134 __NUM___million 3
0.459 0.000199 0.103
0.349 0.00338 0.0858
135 __MONEY___million 11
0.102 0.000199 0.0191
0.763 0.00299 0.113
136 __NUM___million 93
0.402 0 0.00119
0.597 0 0.000398
137 million_children 0
0.00318 0 0
0.996 0 0.000597
138 tax_credit 5
0.0549 0 0.00279
0.942 0 0
139 spend___MONEY__ 8
0.242 0 0.512
0.244 0 0.00139
140 __MONEY___million 0
0.00517 0 0.00657
0.478 0 0.51
141 tax_cut 8
0.0163 0.000398 0.0416
0.445 0 0.497
142 job_train 104
0.594 0 0.000796
0.402 0 0.00279
143 earn_incom 7
0.0109 0 0
0.989 0 0
144 incom_tax_credit 0
0.000199 0 0
1 0 0
145 child_support 10
0.0121 0 0.00259
0.985 0 0
146 __MONEY___billion 4
0.0285 0 0.815
0.154 0 0.00259
147 __NUM___year 2
0.0141 0 0.0386
0.139 0 0.808
148 __MONEY___billion 5
0.00597 0 0.0119
0.144 0 0.838
149 small_town 49
0.978 0 0.000199
0.0205 0 0.00139
150 big_citi 2
0.0191 0 0
0.98 0 0.000995
151 american_feel 91
0.356 0 0.0643
0.58 0 0
152 health_care_cost 3
0.0115 0 0.000597
0.926 0 0.0619
153 death_toll 50
0.363 0 0.00597
0.573 0 0.0589
154 gai_peopl 31
0.118 0 0.00716
0.833 0 0.0422
155 civil_war 117
0.0171 0.000199 0.924
0.0537 0 0.00498
156 troop_home 29
0.114 0 0.0181
0.00577 0 0.862
157 american_soldier 6
0.0283 0 0.0135
0.115 0 0.843
158 dai_ago 29
0.169 0 0.0328
0.0961 0 0.702
159 iraqi_govern 14
0.00239 0.000199 0.242
0.032 0 0.723
160 american_peopl 29
0.0939 0 0.0201
0.0312 0 0.855
161 rest_assur 2
0.00796 0 0.00338
0.123 0 0.865
162 presid_continu 11
0.00358 0.000398 0.0456
0.0864 0 0.864
163 __NUM___republican 42
0.0645 0.0145 0.438
0.0468 0.000199 0.436
164 republican_vote 0
0.00318 0.000199 0.0563
0.102 0.0143 0.824
165 tv_show 144
0.472 0.00637 0.232
0.0358 0.00915 0.244
166 babi_girl 51
0.552 0.000796 0.0207
0.299 0.00657 0.121
167 __NUM___year_ago 1
0.187 0 0.00179
0.79 0 0.0207
168 __NUM___month 33
0.18 0 0.00159
0.818 0 0.000398
169 month_ago 0
0.00557 0 0
0.993 0 0.00159
170 __NUM___year_ago 2
0.0344 0 0.000597
0.965 0 0
171 __NUM___year_ago 3
0.0195 0 0.00199
0.978 0 0.000597
__END_OF_SPEECH__ 88