Barack Obama

This speech titled 2012.09.26.751.Bowling Green.OH originally had 5212 tokens. In its cue-lag representation, it has 151 cue terms and an average lag of 31.2. 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 bowl_green 4
✓
0.998 0.000199 0.00139
✗
0 0 0
2 feel_free 309
✓
0.85 0 0.000597
✗
0.149 0 0
3 long_time 52
✓
0.22 0 0.000995
✗
0.779 0 0
4 campaign_manag 31
✓
0.0567 0 0.000398
✗
0.943 0 0
5 barack_obama 60
✓
0.0167 0 0
✗
0.983 0 0
6 true_stori 32
✓
0.0151 0 0.00239
✗
0.982 0 0
7 __NUM___dai 30
✓
0.85 0 0.0746
✗
0.0746 0 0.00119
8 run_mate 86
✓
0.14 0 0.562
✗
0.246 0 0.0521
9 __MONEY___trillion 18
✓
0 0 0.422
✗
0 0 0.578
10 tax_cut 2
✓
0 0 0.00995
✗
0 0 0.99
11 live_happili 60
✓
0.000597 0 0.196
✗
0 0 0.803
12 middl_class 43
✓
0.188 0.000597 0.114
✗
0.000597 0 0.696
13 singl_mom 111
✓
0.894 0 0
✗
0.106 0 0
14 bowl_green 21
✓
0.0941 0 0
✗
0.906 0 0
15 singl_mom 24
✓
0.102 0 0
✗
0.898 0 0
16 west_virginia 17
✓
0.0814 0 0
✗
0.919 0 0
17 hard_work 7
✓
0.032 0 0
✗
0.968 0 0
18 feder_judg 10
✓
0.0484 0.000995 0.00358
✗
0.947 0 0
19 senior_citizen 20
✓
0.0983 0 0.000199
✗
0.901 0 0
20 hard_work 74
✓
0.315 0 0.00378
✗
0.681 0 0
21 fair_share 21
✓
0.0985 0 0.00398
✗
0.898 0 0
22 __NUM___year 60
✓
0.241 0 0.0263
✗
0.732 0 0.00119
23 unit_state 14
✓
0.0798 0 0.00358
✗
0.906 0 0.0103
24 tough_time 31
✓
0.146 0 0.00418
✗
0.848 0 0.00159
25 health_care 68
✓
0.255 0.000398 0.0541
✗
0.689 0 0.00139
26 young_peopl 79
✓
0.315 0 0.0569
✗
0.611 0 0.0177
27 unit_state 24
✓
0.086 0 0.179
✗
0.669 0 0.0665
28 put_forward 32
✓
0.00517 0 0.757
✗
0.0187 0 0.219
29 point_plan 6
✓
0 0 0.0458
✗
0 0 0.954
30 creat_job 2
✓
0.000199 0 0.0101
✗
0 0 0.99
31 middl_class 5
✓
0.00577 0.000199 0.0183
✗
0.000199 0 0.976
32 american_worker 126
✓
0.000995 0 0.411
✗
0 0 0.588
33 american_industri 4
✓
0 0 0.0161
✗
0 0 0.984
34 auto_industri 6
✓
0 0 0.0209
✗
0 0 0.979
35 tax_break 20
✓
0 0 0.0685
✗
0 0 0.932
36 job_oversea 6
✓
0 0 0.0207
✗
0 0 0.979
37 unit_state 24
✓
0.296 0 0.0519
✗
0.000199 0 0.652
38 singl_dai 177
✓
0.565 0 0.219
✗
0.0907 0 0.126
39 american_worker 7
✓
0.0241 0 0.0746
✗
0.565 0 0.337
40 global_economi 6
✓
0.0293 0 0.0107
✗
0.569 0 0.391
41 previou_administr 14
✓
0.0356 0 0.152
✗
0.435 0 0.378
42 american_worker 67
✓
0.0907 0.00537 0.302
✗
0.199 0 0.402
43 american_job 28
✓
0.158 0.00358 0.0641
✗
0.243 0.00398 0.528
44 small_busi 49
✓
0.00935 0.00597 0.483
✗
0.0201 0.00597 0.475
45 manufactur_job 28
✓
0 0 0.124
✗
0.000796 0 0.875
46 __NUM___year 4
✓
0.00259 0 0.0199
✗
0.000597 0 0.977
47 clean_energi 84
✓
0.00119 0 0.218
✗
0 0 0.781
48 wind_turbin 25
✓
0 0 0.00915
✗
0 0 0.991
49 foreign_oil 13
✓
0 0 0
✗
0 0 1
50 __NUM___year 6
✓
0 0 0.000995
✗
0 0 0.999
51 oil_compani 43
✓
0 0 0.000995
✗
0 0 0.999
52 __MONEY___billion 15
✓
0 0 0.00159
✗
0 0 0.998
53 corpor_welfar 2
✓
0 0 0
✗
0 0 1
54 make_monei 32
✓
0 0 0.00119
✗
0 0 0.999
55 tax_break 6
✓
0 0 0.00119
✗
0 0 0.999
56 clean_coal 13
✓
0 0 0.000597
✗
0 0 0.999
57 construct_worker 19
✓
0 0 0.00119
✗
0 0 0.999
58 natur_ga 20
✓
0 0 0.000995
✗
0 0 0.999
59 good_idea 80
✓
0.81 0 0.162
✗
0 0 0.0273
60 middl_class 30
✓
0.294 0 0.00259
✗
0.693 0 0.0105
61 class_life 0
✓
0.0175 0 0
✗
0.982 0 0.000199
62 student_loan 31
✓
0.133 0 0.00179
✗
0.866 0 0
63 interest_rate 29
✓
0.123 0.000796 0.00119
✗
0.875 0 0
64 tax_break 43
✓
0.0364 0.000199 0.788
✗
0.174 0 0.00119
65 unit_state 20
✓
0.538 0 0.0171
✗
0.179 0 0.266
66 bowl_green 39
✓
0.409 0 0.000398
✗
0.59 0 0.000597
67 unit_state 32
✓
0.131 0 0.00338
✗
0.865 0 0.000199
68 scienc_teacher 26
✓
0.126 0 0
✗
0.874 0 0
69 earli_childhood 7
✓
0.0338 0 0
✗
0.966 0 0
70 childhood_educ 0
✓
0.00279 0 0
✗
0.997 0 0
71 __NUM___million 5
✓
0.0308 0 0.000995
✗
0.968 0 0
72 commun_colleg 12
✓
0.0569 0 0.000199
✗
0.943 0 0
73 middl_class 87
✓
0.0259 0 0.928
✗
0.046 0 0
74 trillion_dollar 13
✓
0 0 0.114
✗
0 0 0.886
75 put_forward 11
✓
0.000398 0 0.035
✗
0 0 0.965
76 __MONEY___trillion 6
✓
0 0 0.0237
✗
0 0 0.976
77 deficit_reduct 2
✓
0 0 0.00856
✗
0 0 0.991
78 tax_code 6
✓
0 0.000199 0.0267
✗
0 0 0.973
79 higher_rate 17
✓
0 0 0.0547
✗
0 0 0.945
80 same_rate 6
✓
0 0 0.0233
✗
0 0 0.977
81 bill_clinton 4
✓
0.000199 0 0.0159
✗
0 0 0.984
82 __NUM___million 8
✓
0.00478 0.000199 0.0271
✗
0.000199 0 0.968
83 middl_class 40
✓
0.000398 0 0.141
✗
0 0 0.859
84 class_famili 0
✓
0 0 0.00378
✗
0 0 0.996
85 work_famili 2
✓
0.00159 0.000199 0.00557
✗
0 0 0.993
86 tax_break 31
✓
0.000796 0 0.108
✗
0 0 0.891
87 presid_clinton 120
✓
0.00318 0 0.389
✗
0 0 0.608
88 tax_break 30
✓
0 0 0.106
✗
0 0 0.894
89 __MONEY___trillion 48
✓
0 0 0.156
✗
0 0 0.844
90 tax_cut 2
✓
0 0 0.00796
✗
0 0 0.992
91 rais_tax 2
✓
0 0.000398 0.0111
✗
0 0 0.988
92 middl_class 2
✓
0 0 0.0107
✗
0 0 0.989
93 class_famili 0
✓
0 0 0.00398
✗
0 0 0.996
94 __MONEY___trillion 10
✓
0 0 0.033
✗
0 0 0.967
95 militari_spend 3
✓
0 0 0.0133
✗
0 0 0.987
96 make___MONEY__ 31
✓
0 0.00498 0.108
✗
0 0 0.887
97 __MONEY___million 0
✓
0.000796 0 0.00179
✗
0 0.00498 0.992
98 lower_rate 10
✓
0.00458 0.00259 0.0396
✗
0.000398 0.00498 0.948
99 make___MONEY__ 8
✓
0 0.000199 0.0404
✗
0 0.00438 0.955
100 middl_class 23
✓
0.000597 0.000199 0.0814
✗
0 0.000199 0.918
101 class_famili 0
✓
0 0 0.00338
✗
0.000398 0.000199 0.996
102 tax_cut 21
✓
0 0 0.0766
✗
0 0 0.923
103 head_start 35
✓
0 0 0.118
✗
0 0 0.882
104 health_insur 3
✓
0 0 0.0125
✗
0 0 0.987
105 tax_cut 17
✓
0 0.000199 0.0503
✗
0 0 0.949
106 insur_compani 35
✓
0.00338 0 0.111
✗
0 0 0.886
107 long_haul 19
✓
0.000199 0 0.0639
✗
0.00159 0 0.934
108 social_secur 29
✓
0.000199 0 0.0931
✗
0 0 0.907
109 wall_street 14
✓
0.00736 0 0.049
✗
0.000199 0 0.943
110 domest_polici 24
✓
0.0515 0 0.0852
✗
0.00537 0 0.858
111 year_ago 15
✓
0.0563 0 0.0496
✗
0.049 0 0.845
112 osama_bin_laden 51
✓
0.335 0 0.0913
✗
0.0782 0 0.496
113 dai_ago 15
✓
0.488 0 0.00119
✗
0.388 0 0.123
114 __NUM___dai 209
✓
0.731 0 0.00796
✗
0.261 0 0
115 __MONEY___million 28
✓
0.128 0.000597 0.00796
✗
0.86 0 0.00318
116 super_pac 4
✓
0.0239 0 0.00159
✗
0.966 0.000398 0.00836
117 tax_cut 7
✓
0.00637 0.00358 0.804
✗
0.177 0.000398 0.00955
118 health_insur 37
✓
0.0328 0 0.176
✗
0.0981 0 0.694
119 tough_time 105
✓
0.969 0 0.00498
✗
0.0191 0 0.00736
120 welfar_recipi 5
✓
0.0297 0 0.00279
✗
0.959 0 0.00836
121 work_hard 61
✓
0.262 0 0.00279
✗
0.735 0 0.000398
122 futur_gener 21
✓
0.0963 0 0.000995
✗
0.902 0 0.000995
123 year_ago 86
✓
0.324 0.000199 0.0649
✗
0.61 0 0.000995
124 american_peopl 15
✓
0.108 0 0.00239
✗
0.867 0 0.0231
125 factori_worker 40
✓
0.192 0 0.00836
✗
0.794 0 0.00537
126 bowl_green 36
✓
0.171 0 0
✗
0.829 0 0
127 colleg_educ 7
✓
0.035 0 0
✗
0.965 0 0
128 gi_bill 13
✓
0.0579 0 0
✗
0.942 0 0
129 pledg_allegi 17
✓
0.077 0 0
✗
0.923 0 0
130 interest_thing 70
✓
0.223 0 0.239
✗
0.538 0 0
131 ordinari_american 56
✓
0.429 0 0.000398
✗
0.571 0 0
132 voic_heard 7
✓
0.0293 0 0
✗
0.971 0 0
133 republican_congress 80
✓
0.257 0 0.102
✗
0.64 0 0
134 oil_compani 20
✓
0.00995 0 0.00697
✗
0.895 0 0.0878
135 energi_polici 3
✓
0.00139 0 0.000995
✗
0.905 0 0.0923
136 insur_compani 2
✓
0.00279 0 0.0129
✗
0.906 0 0.078
137 health_care_polici 2
✓
0.000995 0 0.00119
✗
0.909 0 0.089
138 tax_code 6
✓
0.000398 0.000199 0.00697
✗
0.905 0 0.0876
139 health_care 20
✓
0.0683 0 0.00657
✗
0.868 0.000199 0.0571
140 make_thing 71
✓
0.532 0 0.00119
✗
0.467 0 0
141 john_mccain 37
✓
0.14 0.000199 0.000199
✗
0.86 0 0
142 elect_night 3
✓
0.104 0 0
✗
0.896 0 0
143 american_job 115
✓
0.599 0.000995 0.00975
✗
0.39 0 0
144 unit_state 23
✓
0.116 0 0.000398
✗
0.882 0 0.00199
145 hard_work 6
✓
0.0346 0 0.000199
✗
0.964 0 0.000796
146 person_respons 2
✓
0.0119 0 0
✗
0.987 0 0.000796
147 vote___NUM__ 135
✓
0.517 0 0.0153
✗
0.467 0 0
148 __NUM___dai 0
✓
0.00756 0 0
✗
0.982 0 0.0107
149 unit_state 37
✓
0.177 0 0.00259
✗
0.821 0 0.000199
150 god_bless 9
✓
0.0466 0 0
✗
0.953 0 0
151 god_bless_america 4
✓
0.0189 0 0.000199
✗
0.981 0 0
__END_OF_SPEECH__ 2