Barack Obama

This speech titled 2012.11.03.864.Milwaukee.WI originally had 3882 tokens. In its cue-lag representation, it has 128 cue terms and an average lag of 27.4. 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 work_hard 26
0.961 0 0.0392
0 0 0
2 singl_dai 103
0.429 0 0.00179
0.569 0 0.000398
3 unit_state 14
0.0687 0 0
0.931 0 0
4 state_senat 0
0.00537 0 0
0.995 0 0
5 east_coast 25
0.112 0 0.000199
0.888 0 0
6 state_offici 18
0.0822 0.00119 0.0255
0.891 0 0.000199
7 polit_parti 121
0.486 0 0.000199
0.514 0 0
8 tough_time 23
0.108 0 0
0.892 0 0
9 bounc_back 6
0.037 0 0.000199
0.963 0 0
10 __NUM___year 48
0.0521 0 0.729
0.219 0 0.000199
11 great_depress 17
0.00239 0 0.279
0.0291 0 0.69
12 auto_industri 14
0.000398 0 0.0738
0.00239 0 0.923
13 foreign_oil 15
0.00458 0 0.0486
0.00219 0 0.945
14 __NUM___year 7
0.141 0 0.0269
0.00657 0 0.825
15 bin_laden 40
0.79 0 0.0127
0.121 0 0.076
16 past___NUM___year 9
0.122 0 0.000597
0.868 0 0.00935
17 work_harder 47
0.221 0 0.00418
0.774 0 0.000995
18 middl_class 57
0.229 0.000398 0.048
0.72 0 0.00259
19 fair_share 23
0.137 0 0.00318
0.849 0 0.0109
20 unit_state 32
0.144 0 0.00657
0.845 0 0.00478
21 __NUM___dai 22
0.0991 0 0.00537
0.89 0 0.00537
22 middl_class 91
0.214 0 0.42
0.36 0 0.00597
23 work_hard 13
0.0507 0 0.0492
0.509 0 0.391
24 middl_class 5
0.0117 0.000398 0.115
0.44 0 0.433
25 drive_forc 52
0 0 0.539
0 0 0.461
26 free_enterpris 3
0 0 0.000199
0 0 1
27 enterpris_system 0
0 0 0
0 0 1
28 free_enterpris 23
0.000995 0 0.000995
0 0 0.998
29 energi_sourc 47
0.181 0.000199 0.795
0.000597 0 0.0235
30 health_care 15
0.00935 0 0.175
0.0776 0 0.738
31 social_secur 5
0.000199 0 0.0949
0.00776 0 0.897
32 protect_consum 32
0 0 0.114
0 0 0.886
33 credit_card_compani 3
0 0 0.0127
0 0 0.987
34 health_care 50
0.0434 0.000199 0.154
0 0 0.802
35 __NUM___year 20
0.00398 0 0.0892
0.0151 0 0.892
36 bill_clinton 14
0 0 0.0663
0 0 0.934
37 econom_polici 2
0.000995 0 0.00915
0 0 0.99
38 republican_congress 41
0 0 0.136
0 0 0.864
39 senat_candid 3
0 0 0.0139
0 0 0.986
40 mitt_romnei 5
0 0 0.0191
0 0 0.981
41 bill_clinton 18
0 0 0.0619
0 0 0.938
42 clinton_plan 0
0 0 0.00358
0 0 0.996
43 sound_familiar 10
0 0 0.0334
0 0 0.967
44 bill_clinton 32
0 0 0.111
0 0 0.889
45 creat___NUM__ 6
0 0 0.0229
0 0 0.977
46 __NUM___million 0
0.000597 0 0.00219
0 0 0.997
47 year_ago 63
0.00119 0 0.212
0 0 0.787
48 bill_clinton 2
0 0 0.00995
0 0 0.99
49 tax_cut 14
0.000199 0 0.0452
0 0 0.955
50 insur_compani 8
0 0 0.0271
0 0 0.973
51 wall_street 2
0.000199 0 0.0101
0 0 0.99
52 job_growth 21
0 0 0.0704
0 0 0.93
53 __NUM___year 2
0.000796 0 0.00776
0 0 0.991
54 econom_crisi 4
0.000597 0 0.0173
0.000597 0 0.981
55 biggest_bank 96
0 0 0.32
0 0 0.68
56 __MONEY___trillion 6
0 0 0.0247
0 0 0.975
57 tax_cut 1
0 0 0.00697
0 0 0.993
58 tea_parti 48
0.000796 0 0.167
0 0 0.832
59 __NUM___year 36
0.0454 0 0.115
0.000597 0 0.839
60 health_care_reform 117
0.00299 0 0.409
0.000398 0 0.588
61 health_care_reform 5
0.000199 0 0.0209
0.00239 0 0.977
62 cut_tax 7
0 0 0.0304
0 0 0.97
63 middl_class 2
0.000199 0 0.00896
0 0 0.991
64 class_famili 0
0.000199 0 0.00279
0.000199 0 0.997
65 small_busi 2
0.0167 0.00179 0.00736
0.000796 0 0.973
66 singl_dai 17
0.704 0 0.0133
0.0167 0 0.266
67 economi_grow 125
0.542 0 0.0653
0.356 0 0.0368
68 borrow_monei 12
0.11 0 0.00318
0.841 0 0.0458
69 __NUM___year 37
0.176 0 0.00796
0.807 0 0.00856
70 scienc_teacher 10
0.0605 0 0
0.94 0 0
71 __NUM___million_american 16
0.0772 0.000398 0
0.922 0 0
72 commun_colleg 4
0.0225 0 0
0.978 0 0
73 american_worker 47
0.00358 0.000398 0.976
0.0203 0 0
74 auto_industri 7
0.000199 0 0.048
0.00219 0 0.95
75 wind_turbin 62
0.000199 0 0.161
0 0 0.839
76 tax_code 24
0 0 0.00338
0 0 0.997
77 oil_compani 3
0 0 0.000199
0 0 1
78 compani_profit 0
0 0 0
0 0 1
79 nation_secur 37
0.0201 0 0.0213
0 0 0.959
80 tax_code 13
0.000199 0.000597 0.59
0 0 0.41
81 job_oversea 6
0 0 0.134
0 0 0.866
82 iraq_war 100
0.995 0.000398 0.00159
0 0 0.00259
83 afghan_war 5
0.0295 0 0
0.97 0 0.000199
84 rural_commun 38
0.159 0 0.0165
0.825 0 0
85 trillion_dollar 76
0 0 0.987
0.000199 0 0.0131
86 tax_rate 33
0 0.000199 0.104
0 0 0.895
87 bill_clinton 4
0 0 0.0197
0 0 0.98
88 tax_cut 53
0.00597 0 0.173
0 0 0.821
89 young_peopl 6
0.03 0 0.0215
0.00557 0 0.943
90 tax_cut 10
0.00498 0.000995 0.0515
0.0195 0 0.923
91 american_peopl 95
0.949 0 0.00856
0.0167 0 0.0255
92 special_interest 20
0.124 0 0
0.876 0 0.000597
93 statu_quo 29
0.13 0 0.00498
0.865 0 0
94 __NUM___year 4
0.0229 0 0.00299
0.969 0 0.00478
95 statu_quo 6
0.0302 0 0.000597
0.963 0 0.00657
96 health_care_system 24
0.108 0 0.0227
0.863 0 0.00577
97 wall_street 11
0.0551 0 0.265
0.652 0 0.0273
98 american_peopl 148
0.299 0.000199 0.404
0.185 0 0.111
99 middl_class 25
0.00199 0 0.512
0.0133 0 0.473
100 class_famili 0
0.000398 0 0.0121
0.00597 0 0.981
101 cut_tax 9
0 0 0.0376
0.000199 0 0.962
102 middl_class 2
0 0 0.00975
0 0 0.99
103 class_famili 0
0 0 0.00418
0 0 0.996
104 small_busi 2
0.00517 0.00179 0.0109
0 0 0.982
105 american_peopl 82
0.973 0 0.00716
0.00279 0 0.0169
106 special_interest 12
0.084 0 0
0.916 0 0.000398
107 super_pac 9
0.0396 0 0
0.96 0 0
108 statu_quo 51
0.173 0 0.217
0.611 0 0
109 financi_aid 17
0.0356 0 0.349
0.412 0 0.204
110 plan_parenthood 7
0.00259 0 0.0221
0.438 0 0.537
111 insur_compani 3
0 0 0.00736
0.44 0 0.552
112 health_care 12
0.042 0.000199 0.0352
0.412 0 0.511
113 statu_quo 42
0.248 0 0.285
0.031 0 0.435
114 middl_class 5
0.00876 0 0.0677
0.219 0 0.704
115 class_famili 0
0.00119 0 0.00637
0.223 0 0.769
116 campaign_trail 100
0.863 0 0.000597
0.135 0 0.000796
117 commun_colleg 12
0.0603 0 0
0.94 0 0
118 restaur_owner 20
0.0868 0 0
0.913 0 0
119 school_suppli 112
0.441 0 0
0.559 0 0
120 small_farm 30
0.133 0 0
0.867 0 0
121 statu_quo 51
0.219 0 0.00816
0.773 0 0
122 turn_back 59
0.255 0 0
0.745 0 0
123 push_forward 25
0.116 0 0.000199
0.884 0 0
124 middl_class 32
0.134 0.000597 0.0722
0.793 0 0.000199
125 phone_call 87
0.401 0 0
0.598 0 0.000199
126 unit_state 49
0.219 0 0.00139
0.78 0 0
127 god_bless 8
0.0408 0 0
0.959 0 0
128 unit_state 5
0.0233 0 0.00557
0.971 0 0
__END_OF_SPEECH__ 3