Barack Obama

This speech titled 2012.09.17.730.Cincinnati.OH originally had 5177 tokens. In its cue-lag representation, it has 177 cue terms and an average lag of 25.6. 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 past_coupl 248
0.998 0 0.00159
0 0 0
2 __NUM___dai 31
0.142 0 0.000995
0.857 0 0
3 polit_parti 45
0.191 0 0.000199
0.808 0 0
4 move_forward 15
0.0708 0.000199 0.00995
0.919 0 0.000199
5 middl_class 19
0.0935 0.000199 0.0117
0.888 0 0.00617
6 work_hard 20
0.106 0 0.000398
0.893 0 0.000398
7 hard_work 3
0.0183 0 0
0.981 0 0.000398
8 fair_share 23
0.111 0 0.0105
0.878 0 0.000199
9 main_street 11
0.0515 0 0.0193
0.919 0 0.0105
10 wall_street 2
0.0109 0 0.0147
0.945 0 0.0297
11 __NUM___year_ago 6
0.0368 0 0.00876
0.923 0 0.0318
12 health_care 40
0.129 0.00159 0.281
0.553 0 0.035
13 great_depress 49
0.00716 0 0.706
0.0231 0 0.264
14 life_save 13
0.000597 0.000199 0.07
0.00776 0 0.921
15 tax_cut 97
0.000597 0.000796 0.371
0 0 0.628
16 good_time 21
0.000398 0 0.0669
0 0 0.933
17 tax_cut 2
0 0 0.00915
0 0 0.991
18 bad_time 2
0 0 0.0111
0 0 0.989
19 tax_cut 1
0.000199 0 0.00557
0 0 0.994
20 cut_tax 63
0 0.000199 0.207
0 0 0.793
21 middl_class 7
0 0 0.0213
0 0 0.979
22 class_famili 0
0 0 0.00318
0 0 0.997
23 feder_tax 8
0 0 0.0273
0 0 0.973
24 cut_tax 6
0 0 0.0259
0 0 0.974
25 middl_class 3
0.000597 0 0.0117
0 0 0.988
26 small_busi 4
0 0.000199 0.0183
0 0 0.981
27 cut_tax 3
0 0 0.0153
0 0 0.985
28 tax_break 11
0 0 0.035
0 0 0.965
29 good_job 5
0.00378 0 0.0191
0.000199 0 0.977
30 job_back 0
0 0 0.00478
0.00338 0 0.992
31 financi_aid 19
0.000398 0 0.0716
0 0 0.928
32 roll_back 30
0 0 0.102
0 0 0.898
33 wall_street 3
0.000995 0 0.0147
0 0 0.984
34 construct_worker 14
0.0145 0 0.05
0.000796 0 0.935
35 economi_grow 81
0.0619 0 0.257
0.00557 0 0.676
36 middl_class 18
0.0205 0 0.073
0.0436 0 0.863
37 work_famili 4
0.00836 0.000796 0.0167
0.0595 0 0.915
38 move_forward 77
0.0693 0 0.27
0.0205 0 0.641
39 bill_clinton 32
0.000995 0 0.185
0.00358 0 0.81
40 unit_state 113
0.228 0.000199 0.288
0.00179 0 0.482
41 manufactur_job 51
0.00239 0 0.347
0.00358 0 0.647
42 __NUM___year 52
0.131 0 0.156
0.00318 0 0.71
43 unit_state 15
0.0551 0 0.0503
0.118 0 0.776
44 manufactur_job 70
0.000199 0 0.368
0.000199 0 0.632
45 american_worker 61
0.000199 0 0.199
0 0 0.8
46 __NUM___year 3
0 0 0.0141
0 0 0.986
47 auto_industri 5
0 0 0.0189
0 0 0.981
48 __NUM___job 7
0 0 0.0231
0 0 0.977
49 tax_break 11
0 0 0.0374
0 0 0.963
50 job_oversea 5
0 0 0.0187
0 0 0.981
51 unit_state 39
0.13 0 0.125
0 0 0.745
52 outsourc_job 75
0.000199 0 0.354
0 0 0.646
53 made_monei 6
0.00935 0 0.0271
0.000199 0 0.963
54 singl_dai 60
0.592 0 0.079
0.00677 0 0.322
55 american_worker 9
0.0287 0 0.0456
0.544 0 0.382
56 global_economi 7
0.0422 0 0.0123
0.553 0 0.393
57 previou_administr 27
0.0597 0 0.116
0.458 0 0.366
58 unit_state 58
0.348 0 0.0593
0.387 0 0.205
59 task_forc 12
0.0428 0 0.0171
0.693 0 0.247
60 month_ago 18
0.035 0 0.00239
0.707 0 0.255
61 auto_part 36
0.000199 0.000199 0.923
0.00239 0 0.074
62 manufactur_job 1
0 0 0.0195
0 0 0.98
63 job_oversea 0
0 0 0.00179
0 0 0.998
64 work_men 7
0.765 0 0.00637
0.000995 0 0.228
65 assembl_line 5
0.122 0 0.00259
0.747 0 0.128
66 sherrod_brown 12
0.114 0 0.00557
0.819 0 0.0615
67 american_worker 36
0.0237 0.00239 0.786
0.127 0 0.0601
68 plai_field 19
0.0169 0.000995 0.0939
0.0995 0.00199 0.787
69 small_busi 77
0.00736 0.00597 0.332
0.00597 0.00159 0.647
70 manufactur_job 25
0.00279 0 0.103
0.00418 0.000199 0.89
71 __NUM___year 4
0.0913 0 0.0119
0.00716 0 0.89
72 move_forward 12
0.311 0 0.0285
0.0913 0 0.569
73 good_job 24
0.377 0.000199 0.0241
0.359 0 0.239
74 pell_grant 68
0.476 0 0
0.524 0 0
75 middl_class 29
0.151 0 0.00119
0.848 0 0
76 class_life 0
0.00557 0 0
0.994 0 0
77 taxpay_dollar 22
0.0913 0 0.0111
0.898 0 0
78 young_peopl 26
0.104 0 0.0607
0.828 0 0.00796
79 tax_break 30
0.0221 0.000199 0.718
0.198 0 0.0615
80 unit_state 24
0.442 0 0.0302
0.202 0 0.326
81 hundr_thousand 74
0.543 0.000199 0
0.456 0 0.000199
82 scienc_teacher 4
0.0183 0 0
0.982 0 0
83 __NUM___year 4
0.0183 0 0.000199
0.981 0 0
84 earli_childhood 3
0.0155 0 0
0.984 0 0
85 childhood_educ 0
0.00259 0 0
0.997 0 0
86 __NUM___million 4
0.0247 0 0.00139
0.974 0 0
87 commun_colleg 11
0.0559 0 0
0.944 0 0
88 __NUM___year 29
0.0585 0 0.582
0.36 0 0
89 fuel_effici 35
0.000398 0 0.473
0.00139 0 0.525
90 nation_secur 38
0.000597 0 0.00378
0.000398 0 0.995
91 renew_energi 12
0 0 0.00159
0 0 0.998
92 wind_turbin 22
0 0 0.000796
0 0 0.999
93 foreign_oil 11
0 0 0.000398
0 0 1
94 __NUM___year 8
0 0 0.00119
0 0 0.999
95 oil_compani 32
0 0 0.00139
0 0 0.999
96 __MONEY___billion 16
0 0 0.000597
0 0 0.999
97 corpor_welfar 5
0 0 0.000199
0 0 1
98 clean_coal 15
0 0 0.000199
0 0 1
99 construct_worker 22
0.000199 0 0.00159
0 0 0.998
100 natur_ga 27
0 0 0.00179
0 0 0.998
101 middl_class 70
0.0115 0 0.986
0 0 0.00199
102 put_forward 2
0 0 0.0149
0.00438 0 0.981
103 __MONEY___trillion 9
0 0 0.0364
0 0 0.964
104 work_hard 97
0.32 0 0.22
0 0 0.46
105 tax_code 39
0.00179 0.00219 0.397
0.00537 0 0.594
106 same_rate 74
0 0 0.261
0 0 0.739
107 bill_clinton 4
0 0 0.0189
0 0 0.981
108 same_rate 5
0 0 0.0171
0 0 0.983
109 __NUM___million 8
0.00259 0.000199 0.0271
0 0 0.97
110 middl_class 25
0.000796 0.000597 0.0896
0.000398 0 0.909
111 class_famili 0
0 0.000199 0.00358
0.000796 0.000597 0.995
112 presid_clinton 36
0.00159 0 0.125
0 0 0.873
113 import_thing 21
0.00239 0 0.0683
0.000597 0 0.929
114 trillion_dollar 24
0 0 0.083
0 0 0.917
115 tax_break 3
0 0 0.0119
0 0 0.988
116 bush_tax_cut 8
0 0 0.0297
0 0 0.97
117 bush_tax_cut 7
0 0 0.0314
0 0 0.969
118 __MONEY___trillion 3
0 0 0.0153
0 0 0.985
119 tax_cut 49
0.000199 0 0.168
0 0 0.831
120 __MONEY___trillion 4
0 0 0.0161
0 0 0.984
121 trillion_dollar 21
0 0 0.0679
0 0 0.932
122 __NUM___year 2
0.000796 0 0.00716
0 0 0.992
123 __MONEY___billion 2
0.000597 0 0.0109
0.000796 0 0.988
124 defens_budget 14
0 0 0.0898
0 0 0.91
125 __MONEY___billion 18
0.00179 0.000995 0.0589
0 0 0.938
126 tax_cut 9
0 0 0.0625
0 0.000199 0.937
127 defens_budget 5
0 0 0.0177
0 0 0.982
128 rais_tax 32
0 0.000199 0.112
0 0 0.888
129 middl_class 2
0 0 0.00955
0 0 0.99
130 class_famili 0
0 0 0.00338
0 0 0.997
131 __MONEY___trillion 15
0 0 0.0505
0 0 0.949
132 militari_spend 3
0 0 0.0125
0 0 0.987
133 solv_problem 114
0.0555 0 0.35
0 0 0.595
134 middl_class 13
0.000398 0 0.0939
0.00279 0 0.903
135 class_famili 0
0 0 0.00478
0.00179 0 0.993
136 clean_energi 18
0.00219 0 0.0607
0.000398 0 0.937
137 tax_cut 18
0 0 0.0702
0 0 0.93
138 head_start 25
0 0 0.089
0 0 0.911
139 health_insur 4
0.000398 0 0.0177
0 0 0.982
140 tax_cut 18
0.000597 0 0.0621
0 0 0.937
141 work_hard 20
0.0671 0 0.0653
0.000796 0 0.867
142 insur_compani 17
0.00697 0 0.0971
0.0215 0 0.874
143 long_haul 20
0.000597 0 0.0699
0.0211 0 0.908
144 health_care 13
0.00876 0.000199 0.0482
0.0169 0 0.926
145 same_thing 9
0.00139 0 0.0565
0.00438 0 0.938
146 social_secur 2
0.000199 0 0.00995
0.00438 0 0.985
147 wall_street 24
0.0639 0 0.0776
0.00358 0 0.855
148 __NUM___year_ago 44
0.65 0 0.0432
0.0527 0 0.254
149 bin_laden 57
0.218 0 0.126
0.475 0 0.18
150 pull_back 23
0.0872 0.00279 0.107
0.54 0 0.263
151 joint_chief 164
0.0261 0 0.784
0.0131 0 0.177
152 __NUM___dai 77
0.666 0 0.0816
0.0263 0 0.226
153 health_insur 43
0.0217 0 0.62
0.0915 0 0.266
154 borrow_monei 38
0.0788 0 0.166
0.0265 0 0.729
155 person_respons 48
0.0121 0 0.0969
0.0308 0 0.86
156 free_enterpris 64
0 0 0.0436
0 0 0.956
157 enterpris_system 0
0 0 0
0 0 1
158 futur_gener 35
0.436 0 0.000199
0 0 0.564
159 __NUM___year_ago 42
0.64 0 0.00597
0.353 0 0.000796
160 health_care_plan 29
0.128 0.000199 0.000199
0.872 0 0.000199
161 factori_worker 14
0.659 0 0.0243
0.317 0 0.000398
162 young_man 28
0.163 0 0.000199
0.837 0 0.000398
163 pledg_allegi 38
0.169 0 0
0.831 0 0
164 turn_back 61
0.264 0 0.000199
0.736 0 0
165 __MONEY___million 42
0.173 0 0.0161
0.811 0 0.000199
166 washington_politician 22
0.116 0 0.000199
0.884 0 0.000199
167 health_care 24
0.109 0 0.0107
0.881 0 0
168 move_forward 23
0.115 0.000199 0.0143
0.865 0 0.00557
169 good_thing 63
0.291 0 0
0.709 0 0.000199
170 turn_back 25
0.113 0 0
0.887 0 0
171 good_job 6
0.031 0 0.000995
0.968 0 0
172 bring_home 30
0.135 0 0
0.865 0 0
173 work_hard 23
0.107 0 0.00259
0.891 0 0
174 phone_call 80
0.331 0 0
0.669 0 0
175 unit_state 30
0.123 0 0.000398
0.876 0 0
176 god_bless 9
0.0432 0 0
0.957 0 0
177 unit_state 7
0.0312 0 0.00776
0.961 0 0
__END_OF_SPEECH__ 3