Barack Obama

This speech titled 2012.10.09.793.Columbus.OH originally had 3765 tokens. In its cue-lag representation, it has 134 cue terms and an average lag of 24.8. 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 unit_state 72
✓
0.999 0 0.00139
✗
0 0 0
2 state_senat 0
✓
0.00458 0 0
✗
0.995 0 0
3 sherrod_brown 7
✓
0.035 0 0.000199
✗
0.965 0 0
4 outer_space 36
✓
0.158 0 0.00776
✗
0.834 0 0.000199
5 long_time 18
✓
0.0734 0 0.00139
✗
0.918 0 0.00716
6 outer_space 12
✓
0.0575 0 0.000398
✗
0.934 0 0.00776
7 year_ago 311
✓
0.126 0.000199 0.85
✗
0.0229 0 0.000995
8 bin_laden 45
✓
0.0215 0 0.231
✗
0.0342 0 0.714
9 year_ago 4
✓
0.000199 0 0.0494
✗
0.0197 0 0.931
10 cut_tax 5
✓
0 0 0.0388
✗
0.000199 0 0.961
11 middl_class 2
✓
0 0 0.00816
✗
0 0 0.992
12 class_famili 0
✓
0 0 0.00438
✗
0 0 0.996
13 cut_tax 10
✓
0 0.000995 0.0366
✗
0 0 0.962
14 small_busi 2
✓
0 0 0.00975
✗
0 0.000995 0.989
15 busi_owner 0
✓
0 0 0.00378
✗
0 0.000995 0.995
16 __NUM___time 5
✓
0 0 0.0219
✗
0 0 0.978
17 wall_street 24
✓
0.00955 0 0.083
✗
0 0 0.907
18 health_care_reform 5
✓
0.00836 0 0.0223
✗
0.00896 0 0.96
19 insur_compani 15
✓
0.00955 0 0.0482
✗
0.0171 0 0.925
20 health_care 10
✓
0.0207 0.000199 0.0364
✗
0.0261 0 0.917
21 auto_industri 72
✓
0.00299 0 0.283
✗
0 0 0.714
22 econom_crisi 55
✓
0.00438 0 0.174
✗
0 0 0.822
23 __NUM___million 11
✓
0.00139 0 0.0442
✗
0.00179 0 0.953
24 unemploy_rate 12
✓
0 0 0.0408
✗
0 0 0.959
25 lowest_level 15
✓
0.00119 0 0.0517
✗
0 0 0.947
26 young_peopl 59
✓
0.947 0 0.0121
✗
0.000995 0 0.0402
27 turn_back 30
✓
0.18 0 0
✗
0.82 0 0
28 american_peopl 3
✓
0.0165 0 0.00299
✗
0.98 0 0
29 unit_state 60
✓
0.198 0 0.199
✗
0.601 0 0.00159
30 __NUM___year 20
✓
0.0519 0 0.273
✗
0.49 0 0.185
31 econom_plan 51
✓
0 0 0.615
✗
0.000199 0 0.385
32 __MONEY___trillion 4
✓
0 0 0.0137
✗
0 0 0.986
33 tax_cut 1
✓
0 0 0.00617
✗
0 0 0.994
34 top___NUM___percent 37
✓
0 0 0.118
✗
0 0 0.882
35 tax_plan 18
✓
0 0 0.0601
✗
0 0 0.94
36 rais_tax 8
✓
0 0 0.0269
✗
0 0 0.973
37 middl_class 2
✓
0 0 0.0111
✗
0 0 0.989
38 class_famili 0
✓
0 0 0.00219
✗
0 0 0.998
39 mitt_romnei 14
✓
0 0 0.0533
✗
0 0 0.947
40 tax_plan 12
✓
0 0 0.0414
✗
0 0 0.959
41 __MONEY___trillion 2
✓
0 0 0.0119
✗
0 0 0.988
42 tax_plan 13
✓
0 0 0.0482
✗
0 0 0.952
43 middl_class 42
✓
0.000995 0 0.131
✗
0 0 0.868
44 class_famili 0
✓
0 0 0.00537
✗
0.000995 0 0.994
45 __MONEY___trillion 70
✓
0 0 0.24
✗
0 0 0.76
46 tax_cut 1
✓
0 0 0.00617
✗
0 0 0.994
47 __MONEY___trillion 8
✓
0 0 0.0299
✗
0 0 0.97
48 tax_cut 1
✓
0.000199 0 0.00856
✗
0 0 0.991
49 public_fund 38
✓
0.0673 0.00239 0.12
✗
0 0 0.81
50 wall_street 114
✓
0.0183 0 0.412
✗
0.00338 0 0.567
51 tax_cut 49
✓
0.000199 0.000199 0.18
✗
0 0 0.82
52 roll_back 8
✓
0 0 0.0287
✗
0 0 0.971
53 wall_street_bank 3
✓
0 0 0.00896
✗
0 0 0.991
54 insur_compani 4
✓
0.000597 0 0.0173
✗
0 0 0.982
55 clean_energi 11
✓
0.0231 0 0.0378
✗
0.000398 0 0.939
56 move_forward 43
✓
0.129 0.000199 0.141
✗
0.0169 0 0.712
57 unit_state 14
✓
0.03 0 0.0531
✗
0.123 0 0.794
58 creat_job 27
✓
0.00458 0 0.199
✗
0.0304 0 0.766
59 middl_class 19
✓
0.0157 0 0.0716
✗
0.0187 0 0.894
60 work_hard 5
✓
0.00537 0 0.0193
✗
0.0318 0 0.943
61 middl_class 5
✓
0.000796 0 0.0408
✗
0.0133 0 0.945
62 tax_code 6
✓
0 0 0.0376
✗
0 0 0.962
63 job_oversea 6
✓
0 0 0.0257
✗
0 0 0.974
64 small_busi 3
✓
0.00119 0.000199 0.0159
✗
0 0 0.983
65 __NUM___year 44
✓
0.0249 0 0.15
✗
0.000398 0 0.825
66 unit_state 36
✓
0.00816 0 0.119
✗
0.00557 0 0.868
67 foreign_oil 7
✓
0 0 0.0277
✗
0.000398 0 0.972
68 move_forward 13
✓
0.000796 0 0.0157
✗
0.000398 0 0.983
69 clean_energi 14
✓
0.000199 0 0.0127
✗
0 0 0.987
70 natur_ga 18
✓
0 0 0.00199
✗
0 0 0.998
71 clean_coal 7
✓
0 0 0.000199
✗
0 0 1
72 oil_compani 18
✓
0 0 0.000995
✗
0 0 0.999
73 __MONEY___billion 5
✓
0 0 0.000199
✗
0 0 1
74 corpor_welfar 5
✓
0 0 0.000199
✗
0 0 1
75 clean_energi 14
✓
0 0 0.000597
✗
0 0 0.999
76 energi_technolog 0
✓
0 0 0
✗
0 0 1
77 technolog_develop 6
✓
0.000398 0 0
✗
0 0 1
78 unit_state 22
✓
0.521 0 0.0332
✗
0.000398 0 0.445
79 educ_system 65
✓
0.601 0 0.00299
✗
0.383 0 0.0133
80 tax_cut 79
✓
0.212 0.00478 0.381
✗
0.4 0 0.00239
81 run_mate 6
✓
0.334 0 0.00119
✗
0.595 0 0.07
82 paul_ryan 2
✓
0.0665 0 0.000199
✗
0.918 0 0.0155
83 scienc_teacher 29
✓
0.139 0 0
✗
0.861 0 0
84 earli_childhood 3
✓
0.0151 0 0
✗
0.985 0 0
85 childhood_educ 0
✓
0.00378 0 0
✗
0.996 0 0
86 job_train 2
✓
0.0141 0 0.000796
✗
0.985 0 0
87 __NUM___million 2
✓
0.0127 0 0.000398
✗
0.987 0 0
88 commun_colleg 4
✓
0.0205 0 0
✗
0.98 0 0
89 __MONEY___billion 48
✓
0.185 0.00637 0.0316
✗
0.777 0 0
90 student_loan 10
✓
0.132 0 0.000199
✗
0.867 0 0
91 loan_program 0
✓
0.00458 0 0
✗
0.995 0 0
92 young_peopl 25
✓
0.112 0 0.000398
✗
0.888 0 0
93 pell_grant 10
✓
0.0474 0 0
✗
0.953 0 0
94 student_loan 6
✓
0.0336 0 0.000796
✗
0.966 0 0
95 put_peopl 79
✓
0.342 0 0.0193
✗
0.638 0 0
96 troop_home 37
✓
0.183 0 0.00179
✗
0.813 0 0.00219
97 __NUM___year 42
✓
0.0271 0 0.859
✗
0.111 0 0.00338
98 __MONEY___trillion 6
✓
0.000199 0 0.148
✗
0.00716 0 0.845
99 foreign_polici 57
✓
0.926 0 0.0171
✗
0.00537 0 0.0513
100 move_forward 13
✓
0.0561 0 0.0868
✗
0.793 0 0.0639
101 __MONEY___trillion 90
✓
0 0 0.895
✗
0 0 0.105
102 __NUM___year 4
✓
0.000597 0 0.0159
✗
0 0 0.983
103 trillion_dollar 12
✓
0 0 0.0454
✗
0 0 0.955
104 higher_tax 35
✓
0 0 0.114
✗
0 0 0.886
105 bill_clinton 16
✓
0 0 0.0503
✗
0 0 0.95
106 creat___NUM__ 6
✓
0.000199 0 0.0271
✗
0 0 0.973
107 __NUM___million 0
✓
0.000597 0 0.00199
✗
0.000199 0 0.997
108 lower_tax 26
✓
0 0 0.0892
✗
0 0 0.911
109 tax_rate 0
✓
0 0 0.00338
✗
0 0 0.997
110 make___MONEY__ 7
✓
0 0.000199 0.0213
✗
0 0 0.979
111 middl_class 7
✓
0 0 0.0239
✗
0 0 0.976
112 class_famili 0
✓
0 0 0.00378
✗
0 0 0.996
113 tax_cut 20
✓
0.000199 0.000597 0.0699
✗
0 0 0.929
114 head_start 25
✓
0.000398 0 0.086
✗
0 0 0.914
115 health_care 4
✓
0.0241 0.000199 0.0175
✗
0.000398 0 0.958
116 health_insur 63
✓
0.0454 0 0.211
✗
0.0123 0 0.732
117 borrow_monei 40
✓
0.656 0 0.0466
✗
0.0243 0 0.273
118 factori_worker 133
✓
0.636 0 0.0129
✗
0.341 0 0.00995
119 assembl_line 13
✓
0.0738 0 0.00199
✗
0.919 0 0.00557
120 young_man 15
✓
0.0792 0 0
✗
0.921 0 0
121 state_univers 18
✓
0.0816 0 0
✗
0.918 0 0
122 pledg_allegi 22
✓
0.104 0 0
✗
0.896 0 0
123 tax_cut 81
✓
0.0943 0.0163 0.708
✗
0.181 0 0.000199
124 special_interest 43
✓
0.771 0 0.000199
✗
0.228 0 0.000398
125 __MONEY___million 7
✓
0.0356 0 0.00318
✗
0.961 0 0
126 washington_politician 24
✓
0.104 0.000199 0.000199
✗
0.896 0 0
127 health_care 13
✓
0.0559 0 0.0121
✗
0.932 0.000199 0.000199
128 move_forward 24
✓
0.103 0.000398 0.031
✗
0.855 0 0.00975
129 american_job 171
✓
0.634 0.000199 0.00358
✗
0.362 0 0.000199
130 red_state 8
✓
0.0482 0 0
✗
0.952 0 0
131 blue_state 2
✓
0.0145 0 0
✗
0.985 0 0
132 unit_state 9
✓
0.049 0 0.00537
✗
0.946 0 0
133 phone_call 118
✓
0.49 0.000199 0
✗
0.509 0 0
134 unit_state 31
✓
0.135 0 0.0283
✗
0.837 0 0
__END_OF_SPEECH__ 21