Barack Obama

This speech titled 2012.08.15.646.Dubuque.IA originally had 5935 tokens. In its cue-lag representation, it has 158 cue terms and an average lag of 31.8. 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 nation_campaign 678
0.974 0.000398 0.0257
0 0 0
2 turn_back 133
0.514 0 0
0.486 0 0
3 move_forward 21
0.102 0.000199 0.00657
0.891 0 0
4 presid_barack_obama 27
0.123 0 0.00199
0.874 0 0.000995
5 work_peopl 146
0.542 0 0.0205
0.437 0 0.000199
6 attornei_gener 15
0.087 0 0
0.912 0 0.00119
7 __NUM___dai 96
0.398 0 0.00776
0.594 0 0
8 singl_dai 127
0.476 0 0.0285
0.495 0 0.000995
9 __NUM___year_ago 165
0.491 0 0.175
0.327 0 0.00756
10 de_moin 27
0.0611 0 0.3
0.477 0 0.161
11 wind_energi 39
0.0151 0 0.521
0.0599 0 0.404
12 renew_energi 16
0.0169 0 0.00219
0.0683 0 0.913
13 __NUM___year_ago 73
0.821 0 0.0346
0.0579 0 0.0862
14 __NUM___month 127
0.521 0 0.0237
0.454 0 0.00219
15 polit_parti 31
0.161 0 0
0.839 0 0
16 recent_memori 6
0.0275 0 0
0.973 0 0
17 vote_booth 32
0.141 0 0
0.859 0 0
18 work_hard 85
0.346 0 0.0123
0.641 0 0
19 american_dream 111
0.45 0 0.00517
0.544 0 0.000199
20 middl_class 40
0.0848 0.000796 0.515
0.395 0 0.00418
21 health_care 30
0.0446 0.000199 0.252
0.245 0.000199 0.459
22 averag_famili 19
0.00119 0 0.291
0.0428 0 0.665
23 financi_crisi 11
0.0197 0 0.0687
0.00219 0 0.909
24 great_depress 3
0.0324 0 0.0111
0.0211 0 0.935
25 famili_member 11
0.865 0 0.00219
0.0511 0 0.0816
26 american_dream 15
0.147 0 0
0.852 0 0.00119
27 __NUM___year_ago 13
0.0557 0 0.00378
0.94 0 0.000796
28 unit_state 168
0.6 0 0.00259
0.397 0 0.000199
29 peopl_understand 4
0.0225 0.000199 0
0.977 0 0.000199
30 tough_time 8
0.034 0 0.000199
0.966 0 0.000199
31 work_hard 22
0.101 0 0.00279
0.896 0 0.000199
32 unit_state 71
0.282 0 0.0279
0.69 0 0.000597
33 move_forward 73
0.323 0.000199 0.0247
0.646 0 0.00577
34 run_mate 35
0.179 0 0.00876
0.807 0 0.00597
35 good_man 26
0.125 0 0.000796
0.873 0 0.000796
36 work_famili 37
0.0718 0.0101 0.529
0.388 0 0.000796
37 big_corpor 31
0 0 0.522
0.000796 0 0.477
38 big_bank 2
0.000398 0 0.00876
0.000597 0 0.99
39 tax_break 6
0 0 0.0219
0 0 0.978
40 basic_econom 26
0 0 0.0894
0 0 0.911
41 econom_plan 0
0 0 0.00458
0 0 0.995
42 __MONEY___trillion 11
0 0 0.041
0 0 0.959
43 tax_cut 1
0 0 0.00856
0 0 0.991
44 __MONEY___trillion 23
0 0 0.0824
0 0 0.918
45 defens_budget 12
0 0 0.0392
0 0 0.961
46 trillion_dollar 7
0 0 0.0249
0 0 0.975
47 tax_cut 6
0 0 0.0237
0 0 0.976
48 defens_budget 10
0 0 0.0374
0 0 0.963
49 tax_cut 2
0 0 0.0105
0 0 0.989
50 rich_peopl 9
0.00119 0 0.0297
0 0 0.969
51 __NUM___year 5
0.00199 0 0.0185
0.000597 0 0.979
52 __MONEY___trillion 27
0 0 0.0949
0 0 0.905
53 middl_class 31
0.000597 0.000199 0.0955
0 0 0.904
54 class_famili 0
0 0 0.00318
0.000199 0.000199 0.996
55 tax_plan 8
0 0 0.0318
0 0 0.968
56 rais_tax 3
0 0 0.0141
0 0 0.986
57 middl_class 2
0 0 0.00975
0 0 0.99
58 class_famili 0
0 0 0.00318
0 0 0.997
59 middl_class 67
0.00299 0.000398 0.223
0 0 0.774
60 class_famili 0
0 0 0.00358
0.00239 0.000398 0.994
61 tax_cut 57
0 0 0.193
0 0.000199 0.806
62 make___MONEY__ 5
0 0 0.0207
0 0 0.979
63 __MONEY___million 0
0.00219 0 0.00239
0 0 0.995
64 creat_job 58
0.0637 0.00119 0.181
0.000796 0 0.753
65 prescript_drug 117
0.962 0 0.000796
0.0356 0 0.00119
66 health_care_system 18
0.00358 0 0
0.996 0 0
67 run_mate 23
0.00478 0 0.00697
0.988 0 0
68 voucher_program 13
0.00199 0 0.000398
0.991 0 0.00677
69 privat_insur 25
0.00318 0 0.00139
0.99 0 0.00498
70 run_mate 17
0.0378 0 0.0505
0.905 0 0.00637
71 insur_compani 63
0.00219 0 0.447
0.502 0 0.049
72 tax_cut 12
0.00418 0.00199 0.501
0.0151 0 0.477
73 unit_state 36
0.0362 0 0.133
0.00199 0 0.829
74 econom_plan 17
0 0 0.0945
0 0 0.905
75 __MONEY___trillion 9
0 0 0.0328
0 0 0.967
76 tax_cut 1
0 0 0.00458
0 0 0.995
77 tax_break 2
0 0 0.0103
0 0 0.99
78 year_ago 9
0.00716 0.00736 0.035
0 0 0.95
79 middl_class 6
0.00776 0.0111 0.0243
0.00517 0.00736 0.944
80 class_famili 44
0.00776 0.287 0.0961
0.000995 0.0189 0.59
81 american_famili 46
0.00617 0.681 0.00119
0.000398 0.304 0.00716
82 small_busi 6
0 0.0109 0.000398
0 0.984 0.00458
83 incom_tax 7
0 0.00159 0.000199
0 0.993 0.00478
84 tax_increas 0
0 0 0
0 0.995 0.00498
85 tax_cut 46
0.00299 0.00299 0.462
0 0.523 0.00876
86 trillion_dollar 79
0.000199 0 0.651
0 0.000199 0.349
87 middl_class 39
0.00776 0 0.133
0 0 0.859
88 make_sens 5
0.00119 0 0.0205
0.00577 0 0.973
89 bill_clinton 20
0.000398 0 0.07
0.00139 0 0.928
90 __NUM___million 11
0.0967 0.000796 0.0342
0.00159 0 0.867
91 american_histori 44
0.455 0.0101 0.0659
0.076 0.000597 0.392
92 middl_class 7
0.0117 0 0.236
0.301 0.00458 0.447
93 construct_worker 14
0.00697 0 0.24
0.105 0 0.648
94 extra_monei 13
0.000995 0 0.14
0.00318 0 0.855
95 __NUM___year 40
0.082 0 0.124
0.00219 0 0.792
96 auto_industri 196
0.000796 0 0.63
0 0 0.369
97 million_job 11
0 0.000199 0.039
0 0 0.961
98 american_worker 17
0.000199 0 0.0591
0 0 0.941
99 __NUM___year 18
0.00159 0 0.0619
0 0 0.937
100 auto_industri 5
0 0 0.0185
0.000199 0 0.981
101 american_manufactur 20
0 0 0.0661
0 0 0.934
102 tax_break 9
0 0 0.0283
0 0 0.972
103 job_oversea 6
0 0 0.0257
0 0 0.974
104 tax_break 4
0 0 0.0187
0 0 0.981
105 put_peopl 27
0.0422 0 0.0856
0 0 0.872
106 privat_sector 29
0.000199 0 0.136
0.000995 0 0.863
107 creat_job 43
0.00119 0 0.151
0 0 0.848
108 american_worker 5
0 0 0.0209
0.000199 0 0.979
109 tax_credit 37
0.000199 0 0.0969
0 0 0.903
110 wind_energi 2
0 0 0.000597
0 0 0.999
111 __NUM___job 35
0 0 0.00119
0 0 0.999
112 __MONEY___billion 23
0 0 0.000995
0 0 0.999
113 taxpay_subsidi 2
0 0 0
0 0 1
114 oil_compani 2
0 0 0.000199
0 0 1
115 make_monei 3
0 0 0
0 0 1
116 clean_energi 12
0.00637 0 0.0155
0 0 0.978
117 creat_job 3
0.0394 0.000199 0.0368
0.00637 0 0.917
118 middl_school 36
0.734 0.00358 0.0123
0.0384 0.000199 0.211
119 school_district 68
0.44 0 0
0.56 0 0.000398
120 tough_time 12
0.0651 0 0.000995
0.934 0 0
121 budget_cut 2
0.0101 0 0.00159
0.987 0 0.000995
122 local_school 9
0.0503 0 0
0.95 0 0
123 school_district 0
0.00299 0 0
0.997 0 0
124 __NUM___million 32
0.14 0 0.00398
0.857 0 0
125 commun_colleg 6
0.0352 0 0
0.965 0 0.000199
126 colleg_tuition 17
0.0844 0 0
0.916 0 0
127 young_peopl 6
0.0297 0 0
0.97 0 0
128 higher_educ 3
0.0185 0 0
0.981 0 0
129 young_peopl 10
0.0496 0 0.00239
0.948 0 0
130 bin_laden 24
0.114 0 0.0929
0.791 0 0.00219
131 econom_plan 141
0.000398 0 0.95
0.000398 0 0.0492
132 tax_cut 6
0.00219 0.000398 0.0229
0.000398 0 0.974
133 health_insur 73
0.895 0 0.0257
0.00219 0 0.0776
134 young_peopl 7
0.0683 0 0.000398
0.895 0 0.0366
135 prescript_drug 23
0.0219 0.000398 0.00159
0.953 0 0.0235
136 same_argument 30
0.519 0 0.0332
0.442 0 0.00577
137 health_care 4
0.075 0 0.00139
0.903 0 0.0205
138 feel_free 7
0.353 0 0
0.647 0 0
139 suprem_court 8
0.0322 0 0
0.968 0 0
140 move_forward 12
0.0643 0 0.00259
0.933 0 0
141 health_care 23
0.12 0 0.00279
0.876 0 0.000995
142 middl_class 17
0.135 0 0.000995
0.863 0 0.000199
143 class_life 0
0.00517 0 0
0.995 0 0
144 tough_time 38
0.169 0 0.000597
0.831 0 0
145 bounc_back 27
0.124 0 0
0.876 0 0
146 work_hard 29
0.135 0 0.00358
0.861 0 0
147 __NUM___month 73
0.304 0 0.00219
0.694 0 0
148 neg_ad 8
0.045 0 0
0.955 0 0
149 __MONEY___million 26
0.083 0.00139 0.263
0.653 0 0
150 creat_job 39
0.0669 0.000597 0.4
0.309 0.000398 0.223
151 middl_class 9
0.0398 0.000398 0.0366
0.351 0.000995 0.571
152 american_peopl 108
0.736 0 0.0193
0.217 0 0.0277
153 fair_share 35
0.18 0 0.00756
0.798 0 0.0145
154 __MONEY___million 38
0.167 0.000199 0.0299
0.793 0 0.00975
155 young_peopl 47
0.242 0 0.00159
0.755 0 0.00179
156 phone_call 28
0.12 0 0
0.88 0 0
157 god_bless 64
0.274 0 0
0.726 0 0
158 unit_state 7
0.038 0 0.00896
0.953 0 0
__END_OF_SPEECH__ 3