Barack Obama

This speech titled 2012.11.03.865.Dubuque.IA originally had 4019 tokens. In its cue-lag representation, it has 136 cue terms and an average lag of 26.7. 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 feel_good 47
0.998 0.000398 0.00119
0 0 0
2 east_coast 69
0.283 0 0.00179
0.715 0 0
3 year_ago 46
0.163 0.000199 0.15
0.685 0 0.00119
4 tough_time 133
0.584 0 0.000995
0.414 0 0.000796
5 bounc_back 6
0.0295 0 0
0.971 0 0
6 __NUM___year 40
0.0474 0 0.725
0.228 0 0.000199
7 econom_crisi 16
0.000597 0 0.306
0.0117 0 0.681
8 great_depress 3
0.000398 0 0.0205
0.00378 0 0.975
9 auto_industri 14
0.000199 0 0.0529
0.000199 0 0.947
10 foreign_oil 15
0.000796 0 0.0513
0.000199 0 0.948
11 __NUM___year 7
0.144 0 0.0257
0.000995 0 0.829
12 bin_laden 39
0.754 0 0.0211
0.123 0 0.101
13 past___NUM___year 13
0.167 0 0.000995
0.822 0 0.00995
14 work_harder 43
0.203 0.000199 0.00358
0.792 0 0.000796
15 middl_class 55
0.244 0.000398 0.0374
0.717 0 0.00179
16 work_hard 11
0.0679 0 0.00299
0.911 0 0.0185
17 middl_class 5
0.0241 0 0.00537
0.951 0 0.0197
18 fair_share 22
0.116 0 0.00418
0.873 0 0.00677
19 unit_state 35
0.155 0 0.00836
0.833 0 0.00318
20 __NUM___dai 25
0.112 0 0.0145
0.867 0 0.00637
21 middl_class 82
0.0416 0.000796 0.843
0.0985 0 0.0159
22 free_enterpris 28
0 0 0.217
0.000398 0 0.782
23 enterpris_system 0
0 0 0.000398
0 0 1
24 market_work 18
0 0 0.000398
0 0 1
25 free_enterpris 4
0 0 0
0 0 1
26 enterpris_system 0
0 0 0
0 0 1
27 system_work 0
0 0 0.00697
0 0 0.993
28 clean_energi 33
0.00458 0 0.949
0 0 0.0462
29 energi_technolog 0
0.000199 0 0.000199
0.00438 0 0.995
30 health_care 13
0.0392 0 0.908
0.00159 0 0.0513
31 social_secur 4
0 0 0.0583
0.00139 0 0.94
32 market_work 7
0 0 0.0314
0.000199 0 0.968
33 protect_consum 17
0 0 0.0595
0 0 0.94
34 credit_card_compani 8
0 0 0.032
0 0 0.968
35 wrong_thing 41
0.0432 0.00219 0.129
0 0 0.826
36 health_care 22
0.0157 0.000199 0.0856
0.0265 0.000398 0.872
37 __NUM___year 13
0.00478 0 0.0697
0.0163 0 0.909
38 bill_clinton 14
0 0 0.0677
0 0 0.932
39 econom_plan 2
0 0 0.00816
0 0 0.992
40 republican_congress 54
0.000796 0 0.179
0 0 0.82
41 senat_candid 4
0 0 0.0169
0 0 0.983
42 mitt_romnei 5
0 0 0.0169
0 0 0.983
43 bill_clinton 3
0 0 0.0123
0 0 0.988
44 clinton_plan 0
0 0 0.00438
0 0 0.996
45 sound_familiar 8
0 0 0.0263
0 0 0.974
46 presid_clinton 22
0.000796 0 0.078
0 0 0.921
47 creat___NUM__ 5
0.000597 0 0.0177
0.000597 0 0.981
48 __NUM___million 0
0.00119 0 0.00279
0.00119 0 0.995
49 __NUM___year 51
0.0107 0 0.166
0.000398 0 0.823
50 tax_cut 16
0.000199 0 0.0587
0 0 0.941
51 insur_compani 8
0.000199 0 0.0297
0 0 0.97
52 oil_compani 2
0.000199 0 0.0105
0 0 0.989
53 wall_street 2
0 0 0.0129
0.000199 0 0.987
54 econom_crisi 31
0.00418 0 0.107
0 0 0.889
55 bad_idea 41
0.00418 0.000199 0.142
0.000796 0 0.853
56 biggest_bank 47
0 0 0.166
0 0 0.834
57 __MONEY___trillion 6
0 0 0.0251
0 0 0.975
58 tax_cut 1
0 0 0.00876
0 0 0.991
59 answer_question 16
0.000199 0 0.0545
0 0 0.945
60 tea_parti 30
0.000398 0 0.101
0 0 0.899
61 __NUM___year 100
0.0878 0 0.291
0.000199 0 0.621
62 cut_tax 85
0 0.000199 0.351
0 0 0.649
63 middl_class 2
0 0 0.0111
0 0 0.989
64 class_famili 0
0 0 0.00259
0 0 0.997
65 cut_tax 3
0 0 0.0161
0 0 0.984
66 middl_class 2
0 0 0.00915
0 0 0.991
67 class_famili 0
0 0 0.00318
0 0 0.997
68 health_care_reform 6
0.00139 0 0.0225
0 0 0.976
69 health_care_reform 13
0.000796 0 0.0462
0.000995 0 0.952
70 clean_energi 36
0.0113 0 0.12
0.000199 0 0.869
71 energi_product 5
0.00338 0 0.00318
0.0111 0 0.982
72 bin_laden 10
0.875 0 0.0515
0.0139 0 0.0591
73 singl_dai 24
0.165 0 0.00816
0.786 0 0.04
74 __NUM___year 84
0.292 0 0.157
0.527 0 0.0251
75 economi_grow 43
0.201 0 0.0768
0.61 0 0.112
76 __NUM___year 71
0.401 0 0.0127
0.569 0 0.0175
77 scienc_teacher 8
0.07 0 0
0.93 0 0
78 __NUM___million_american 16
0.0693 0 0
0.931 0 0
79 commun_colleg 5
0.0263 0 0.000199
0.974 0 0
80 american_worker 49
0.00438 0.000597 0.977
0.0179 0 0.000398
81 auto_industri 8
0 0 0.0446
0.00239 0 0.953
82 wind_turbin 53
0.000398 0 0.143
0 0 0.856
83 tax_code 19
0 0 0.00398
0 0 0.996
84 oil_compani 4
0 0 0.000597
0 0 0.999
85 compani_profit 0
0 0 0
0 0 1
86 make_monei 3
0 0 0
0 0 1
87 energi_independ 24
0.00418 0 0.000796
0 0 0.995
88 creat_job 15
0.00119 0 0.811
0 0 0.188
89 job_oversea 0
0 0 0.0183
0.000398 0 0.981
90 trillion_dollar 234
0 0 0.72
0 0 0.28
91 talk_point 34
0.0159 0 0.114
0 0 0.87
92 bill_clinton 28
0 0 0.109
0.000199 0 0.891
93 cut_back 12
0.00139 0 0.0396
0 0 0.959
94 tax_cut 47
0.00995 0.00478 0.168
0.000199 0 0.817
95 polit_work 116
0.992 0 0.000398
0.00637 0 0.000796
96 american_peopl 8
0.042 0 0.000597
0.957 0 0.000597
97 special_interest 16
0.0812 0 0
0.919 0 0
98 statu_quo 23
0.0935 0 0.00219
0.904 0 0
99 __NUM___year 5
0.0271 0 0.00299
0.968 0 0.00159
100 statu_quo 3
0.0217 0 0.00159
0.973 0 0.00418
101 health_care_system 29
0.126 0 0.0358
0.834 0 0.00358
102 wall_street 17
0.00756 0 0.89
0.0653 0 0.037
103 protect_consum 10
0 0 0.102
0.00139 0 0.897
104 health_care_bill 40
0.274 0.000199 0.101
0.00119 0 0.623
105 american_peopl 95
0.209 0 0.279
0.101 0 0.411
106 middl_class 23
0.00159 0 0.35
0.0121 0 0.636
107 class_famili 0
0 0 0.00915
0.00697 0 0.984
108 cut_tax 13
0 0 0.0494
0 0 0.951
109 middl_class 2
0 0 0.00955
0 0 0.99
110 class_famili 0
0 0 0.00259
0 0 0.997
111 small_busi 2
0.00119 0.000597 0.00816
0 0 0.99
112 put_peopl 87
0.269 0 0.207
0.000398 0 0.524
113 financi_aid 46
0.0555 0 0.225
0.118 0 0.601
114 plan_parenthood 7
0.0159 0 0.0205
0.173 0 0.791
115 insur_compani 3
0.00318 0 0.0111
0.188 0 0.797
116 health_care 9
0.0575 0 0.0295
0.18 0 0.733
117 statu_quo 38
0.23 0 0.15
0.0464 0 0.573
118 middl_class 4
0.00796 0 0.035
0.247 0 0.71
119 class_famili 0
0.00159 0.000199 0.00617
0.25 0 0.742
120 __NUM___year_ago 39
0.644 0 0.0225
0.207 0 0.126
121 campaign_trail 94
0.474 0 0.000398
0.526 0 0
122 commun_colleg 55
0.239 0 0
0.761 0 0
123 restaur_owner 7
0.0334 0 0
0.967 0 0
124 economi_grow 126
0.45 0 0.0625
0.487 0 0
125 polic_offic 16
0.11 0 0.00358
0.863 0 0.0233
126 school_suppli 39
0.198 0 0
0.802 0 0
127 small_farm 37
0.169 0 0
0.831 0 0
128 statu_quo 78
0.318 0 0.0468
0.636 0 0
129 carri_forward 19
0.086 0 0.0577
0.819 0 0.0378
130 turn_back 39
0.248 0 0
0.752 0 0
131 push_forward 20
0.0888 0 0
0.911 0 0
132 middl_class 38
0.155 0.000199 0.086
0.759 0 0
133 phone_call 92
0.412 0 0
0.588 0 0
134 unit_state 29
0.129 0 0.000796
0.87 0 0
135 god_bless 6
0.0312 0 0
0.969 0 0
136 unit_state 7
0.034 0 0.00736
0.959 0 0
__END_OF_SPEECH__ 3