Barack Obama

This speech titled 2012.07.13.556.Roanoke.VA originally had 6183 tokens. In its cue-lag representation, it has 179 cue terms and an average lag of 31.3. 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 public_servant 47
0.802 0.000597 0.197
0 0 0
2 major_leader 93
0.5 0.000398 0.00716
0.485 0 0.00657
3 neg_ad 79
0.328 0 0
0.672 0 0
4 tv_set 51
0.226 0 0.000597
0.774 0 0
5 polit_parti 177
0.626 0 0.000199
0.374 0 0
6 polit_campaign 33
0.135 0 0
0.865 0 0
7 term_limit 14
0.0633 0 0
0.937 0 0
8 big_citi 54
0.232 0 0
0.768 0 0
9 small_town 7
0.0342 0 0
0.966 0 0
10 rural_area 5
0.0287 0 0
0.971 0 0
11 meet_peopl 7
0.036 0 0
0.964 0 0
12 nativ_american 15
0.0645 0 0
0.936 0 0
13 meet_peopl 32
0.149 0 0
0.851 0 0
14 world_war_ii 68
0.275 0 0
0.725 0 0
15 assembl_line 10
0.042 0 0.000995
0.957 0 0
16 back_home 14
0.0675 0 0
0.933 0 0
17 gi_bill 16
0.0724 0 0
0.928 0 0
18 singl_mom 20
0.0917 0 0.000398
0.908 0 0
19 collar_worker 132
0.504 0 0.000199
0.496 0 0
20 work_hard 150
0.543 0 0.0332
0.424 0 0
21 american_dream 169
0.62 0 0.00179
0.378 0 0
22 work_hard 50
0.183 0 0.155
0.661 0 0.00139
23 credit_card 32
0 0 0.863
0.000199 0 0.136
24 job_growth 3
0 0 0.0113
0 0 0.989
25 __NUM___year 9
0.00915 0 0.0318
0 0 0.959
26 financi_crisi 70
0.0115 0 0.229
0.000597 0 0.759
27 great_depress 5
0.0107 0 0.0197
0.0113 0 0.958
28 american_peopl 104
0.954 0 0.0135
0.0131 0 0.0195
29 tough_time 12
0.0824 0 0.00279
0.902 0 0.0127
30 move_forward 63
0.253 0.000199 0.0629
0.678 0 0.00577
31 __NUM___year 40
0.183 0 0.0474
0.73 0 0.0396
32 put_peopl 41
0.221 0 0.0193
0.733 0 0.0267
33 hard_work 41
0.207 0 0.00756
0.776 0 0.00955
34 unit_state 24
0.101 0 0.0472
0.837 0 0.0145
35 big_idea 82
0.155 0 0.514
0.291 0 0.0402
36 __NUM___year 60
0.0798 0 0.338
0.157 0 0.425
37 presidenti_race 17
0.0247 0 0.102
0.161 0 0.712
38 economi_grow 64
0.034 0 0.298
0.0392 0 0.628
39 tax_cut 31
0.000199 0.000199 0.173
0.00139 0 0.825
40 creat_job 11
0.000796 0 0.038
0.000199 0 0.961
41 job_train 15
0.000398 0 0.0579
0 0 0.942
42 train_program 0
0 0 0.00259
0.000199 0 0.997
43 middl_class 9
0.000199 0 0.0304
0 0 0.969
44 higher_tax 4
0 0 0.0153
0 0 0.985
45 tax_burden 0
0 0 0.00259
0 0 0.997
46 tax_cut 15
0.000199 0.000199 0.0484
0 0 0.951
47 wall_street_bank 29
0 0 0.0961
0 0 0.904
48 insur_compani 4
0 0 0.0173
0 0 0.983
49 credit_card_compani 3
0 0 0.0113
0 0 0.989
50 tax_cut 27
0.00219 0.00119 0.0822
0 0 0.914
51 drink_water 82
0.039 0.000597 0.264
0.000597 0 0.695
52 __NUM___year 79
0.0159 0 0.28
0.00378 0 0.7
53 job_growth 13
0 0 0.0623
0 0 0.938
54 wall_street 33
0.000796 0 0.1
0 0 0.899
55 peopl_monei 9
0 0 0.0336
0 0 0.966
56 financi_crisi 5
0.000995 0 0.0185
0 0 0.98
57 work_peopl 60
0.126 0 0.173
0.000398 0 0.7
58 middl_class 15
0.0249 0 0.0633
0.101 0 0.81
59 unit_state 30
0.0643 0 0.103
0.0898 0 0.743
60 middl_class 23
0.0111 0 0.155
0.0525 0 0.781
61 famili_incom 24
0.00199 0.00697 0.124
0.00836 0 0.859
62 incom_tax 0
0 0.000995 0.0137
0.000199 0.00697 0.978
63 tax_break 25
0.000199 0 0.0884
0 0 0.911
64 middl_class 16
0.00119 0.00438 0.0569
0 0 0.938
65 incom_tax 14
0 0.0283 0.0525
0 0.00438 0.915
66 tax_cut 0
0 0 0.00338
0 0.0322 0.964
67 incom_tax 37
0 0.00876 0.118
0 0.0304 0.842
68 campaign_promis 21
0.00299 0.000199 0.0842
0.000199 0.0163 0.896
69 tax_hike 44
0 0 0.156
0 0.000398 0.844
70 make_sens 9
0.00716 0 0.0318
0 0 0.961
71 incom_tax 55
0 0.00398 0.194
0 0 0.802
72 tax_cut 0
0 0 0.00259
0 0.00378 0.994
73 tax_break 14
0 0 0.0529
0 0.000199 0.947
74 top___NUM___percent 8
0 0 0.0322
0 0 0.968
75 tax_break 6
0 0 0.0223
0 0 0.978
76 top___NUM___percent 8
0 0 0.0293
0 0 0.971
77 tax_break 20
0 0 0.0687
0 0 0.931
78 increas_profit 10
0.000995 0 0.0314
0 0 0.968
79 top___NUM___percent 7
0 0 0.0253
0 0 0.975
80 bottom_line 4
0 0 0.0161
0 0 0.984
81 top___NUM___percent 4
0 0 0.0135
0 0 0.986
82 tax_break 36
0 0 0.124
0 0 0.876
83 trillion_dollar 5
0 0 0.0199
0 0 0.98
84 tax_cut 21
0 0 0.0754
0 0 0.925
85 trillion_dollar 11
0 0 0.043
0 0 0.957
86 student_loan 12
0.038 0 0.041
0 0 0.921
87 cut_back 10
0.00159 0 0.0531
0.0159 0 0.929
88 voucher_program 55
0.00119 0 0.202
0.00179 0 0.795
89 good_idea 12
0.00816 0 0.043
0.00159 0 0.947
90 tax_cut 21
0.00119 0.000597 0.0738
0.00279 0 0.922
91 health_care_bill 119
0.449 0 0.214
0.00259 0 0.334
92 __NUM___year_ago 4
0.502 0 0.00179
0.424 0 0.072
93 suprem_court 5
0.0864 0.000199 0.000199
0.907 0 0.00597
94 econom_growth 111
0.158 0.000597 0.686
0.153 0 0.00259
95 middl_class 4
0.00796 0.000199 0.0416
0.272 0.000597 0.677
96 work_peopl 58
0.0535 0 0.304
0.0838 0 0.558
97 middl_class 8
0.00318 0.000398 0.0894
0.0736 0 0.833
98 tax_cut 20
0.000995 0.000796 0.138
0.00677 0.000199 0.853
99 unit_state 35
0.038 0 0.116
0.00418 0 0.842
100 same_kind 11
0.00179 0 0.0633
0.0155 0 0.919
101 auto_industri 5
0.000199 0 0.032
0.000199 0 0.968
102 million_job 8
0 0 0.0285
0 0 0.972
103 job_lost 0
0.000398 0 0.00199
0 0 0.998
104 american_industri 37
0 0 0.16
0 0 0.84
105 auto_industri 18
0 0 0.0625
0 0 0.938
106 american_manufactur 9
0 0 0.031
0 0 0.969
107 tax_break 39
0 0 0.134
0 0 0.866
108 job_oversea 5
0 0 0.0205
0 0 0.98
109 tax_break 4
0.000199 0 0.0177
0 0 0.982
110 unit_state 15
0.079 0 0.0452
0.000199 0 0.876
111 american_worker 6
0.0115 0.000398 0.0281
0.0722 0 0.888
112 troop_home 81
0.939 0 0.000597
0.0587 0 0.00179
113 bin_laden 23
0.0985 0 0.00975
0.891 0 0.000995
114 long_time 50
0.226 0 0.00498
0.768 0 0.000995
115 rural_commun 36
0.169 0 0.00438
0.826 0 0.000398
116 world_market 6
0.0271 0 0.00756
0.961 0 0.00458
117 construct_worker 3
0.0175 0 0.00478
0.966 0 0.0119
118 unit_state 27
0.131 0 0.00557
0.859 0 0.00418
119 tax_credit 32
0.159 0 0.00219
0.838 0 0.000995
120 student_loan 56
0.235 0 0.000199
0.765 0 0
121 interest_rate 1
0.00697 0 0
0.993 0 0
122 young_peopl 20
0.0963 0 0
0.904 0 0
123 elementari_school 6
0.0269 0 0
0.973 0 0
124 middl_school 3
0.0113 0 0
0.989 0 0
125 high_school 3
0.0183 0 0
0.982 0 0
126 __NUM___million 12
0.122 0.000199 0.00438
0.874 0 0
127 commun_colleg 9
0.0724 0 0
0.928 0 0
128 higher_educ 17
0.0957 0 0
0.904 0 0
129 singl_person 142
0.55 0.00259 0.000199
0.447 0 0
130 small_busi 27
0.0941 0.0111 0.0617
0.83 0.00259 0.000199
131 health_care 63
0.154 0 0.000199
0.844 0.000398 0.00139
132 __NUM___million_peopl 15
0.00716 0 0
0.993 0 0
133 health_insur 5
0.000597 0 0
0.999 0 0
134 young_peopl 11
0.00159 0 0
0.998 0 0
135 health_insur 4
0.000199 0 0
1 0 0
136 prescript_drug 16
0.000995 0 0
0.999 0 0
137 health_insur 12
0.000199 0 0
1 0 0
138 insur_compani 24
0.000995 0 0
0.999 0 0
139 fine_print 18
0.00139 0 0
0.999 0 0
140 health_care_reform 23
0.00478 0 0.285
0.711 0 0
141 cut_tax 34
0 0.000199 0.749
0.000199 0 0.25
142 __MONEY___trillion 2
0 0 0.00856
0 0 0.991
143 bush_tax_cut 5
0 0 0.0205
0 0 0.98
144 rais_tax 61
0 0.000199 0.193
0 0 0.806
145 middl_class 2
0 0 0.00876
0 0 0.991
146 class_famili 0
0 0 0.00239
0 0 0.998
147 __MONEY___trillion 5
0 0 0.0201
0 0 0.98
148 tax_cut 1
0 0 0.00378
0 0 0.996
149 deficit_reduct 4
0 0 0.0145
0 0 0.985
150 trillion_dollar 23
0 0 0.0834
0 0 0.917
151 govern_work 18
0.000597 0.000199 0.0637
0 0 0.936
152 govern_program 5
0 0 0.0231
0 0 0.977
153 tax_break 71
0 0 0.229
0 0 0.771
154 trillion_dollar 28
0 0 0.0913
0 0 0.909
155 bill_clinton 44
0 0 0.141
0 0 0.859
156 creat___NUM__ 4
0.00139 0 0.0179
0 0 0.981
157 __NUM___million 0
0.00239 0 0.00338
0.00139 0 0.993
158 rich_peopl 12
0.031 0.000199 0.0374
0.00358 0 0.928
159 smart_peopl 81
0.797 0 0.0494
0.0223 0 0.132
160 work_harder 8
0.0882 0 0.00697
0.78 0 0.125
161 work_peopl 18
0.0577 0 0.206
0.614 0 0.122
162 american_system 31
0.0245 0.0111 0.52
0.155 0 0.29
163 make_monei 49
0.0169 0.000398 0.202
0.0545 0.00418 0.722
164 gi_bill 97
0.967 0 0.00119
0.0312 0 0.000398
165 middl_class 6
0.0255 0 0.0629
0.91 0 0.00159
166 class_famili 93
0.23 0.000597 0.362
0.369 0 0.0386
167 work_peopl 2
0.0585 0 0.00458
0.59 0 0.347
168 hard_work 20
0.306 0 0.00955
0.584 0 0.1
169 __NUM___month 21
0.106 0 0.036
0.775 0 0.0828
170 good_argument 23
0.0909 0.00517 0.0812
0.724 0 0.0989
171 put_peopl 131
0.511 0 0.119
0.343 0 0.0265
172 middl_class 11
0.0521 0 0.0348
0.784 0 0.129
173 previou_gener 116
0.534 0 0.00119
0.465 0 0.000398
174 work_hard 122
0.478 0 0.00458
0.517 0 0
175 bank_account 22
0.1 0 0.000597
0.899 0 0.000398
176 singl_dai 92
0.372 0 0.0113
0.617 0 0.000398
177 phone_call 159
0.591 0 0
0.409 0 0
178 god_bless 48
0.213 0 0
0.787 0 0
179 unit_state 7
0.0386 0 0.00876
0.953 0 0
__END_OF_SPEECH__ 3