Barack Obama

This speech titled 2012.07.23.589.Oakland.CA originally had 4942 tokens. In its cue-lag representation, it has 136 cue terms and an average lag of 33.2. 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 good_night 16
✓
0.216 0.692 0.0919
✗
0 0 0
2 presid_obama 14
✓
0.0261 0.00418 0.0115
✗
0.2 0.682 0.0762
3 polit_campaign 144
✓
0.887 0 0.000199
✗
0.111 0.00119 0
4 term_limit 12
✓
0.0549 0 0
✗
0.945 0 0
5 polit_campaign 12
✓
0.0585 0 0.000199
✗
0.941 0 0
6 state_senat 30
✓
0.129 0 0
✗
0.871 0 0
7 saturdai_morn 34
✓
0.144 0.000995 0.00517
✗
0.85 0 0
8 unit_state 9
✓
0.0545 0 0.000199
✗
0.945 0 0.000199
9 state_senat 0
✓
0.00498 0 0
✗
0.995 0 0
10 phone_call 53
✓
0.228 0 0
✗
0.772 0 0
11 young_peopl 37
✓
0.155 0 0.00517
✗
0.839 0 0
12 rural_commun 103
✓
0.411 0.000199 0.000597
✗
0.588 0 0
13 nativ_american 27
✓
0.121 0 0
✗
0.879 0 0
14 world_war_ii 40
✓
0.181 0 0.000199
✗
0.819 0 0
15 gi_bill 34
✓
0.155 0 0
✗
0.845 0 0
16 assembl_line 35
✓
0.148 0 0.0101
✗
0.841 0 0
17 collar_job 64
✓
0.28 0 0
✗
0.72 0 0
18 singl_mom 92
✓
0.37 0 0
✗
0.63 0 0
19 work_hard 46
✓
0.208 0 0.000796
✗
0.791 0 0
20 same_time 8
✓
0.0408 0 0.000199
✗
0.959 0 0
21 american_experi 95
✓
0.369 0.000199 0.00358
✗
0.627 0 0
22 hard_work 50
✓
0.218 0 0.00438
✗
0.777 0 0
23 health_care 67
✓
0.269 0.000398 0.0352
✗
0.694 0 0.00159
24 american_dream 62
✓
0.287 0 0.00219
✗
0.71 0 0.00159
25 work_peopl 34
✓
0.0734 0 0.508
✗
0.415 0 0.00279
26 middl_class 18
✓
0.00358 0.00159 0.49
✗
0.0279 0 0.477
27 class_famili 0
✓
0 0 0.0151
✗
0.0203 0.00139 0.963
28 tax_cut 27
✓
0 0.000199 0.114
✗
0.000398 0 0.885
29 wall_street 13
✓
0.000796 0 0.0456
✗
0.000199 0 0.953
30 econom_crisi 12
✓
0.00239 0 0.0424
✗
0.000597 0 0.955
31 great_depress 3
✓
0.00358 0 0.0121
✗
0.00299 0 0.981
32 american_peopl 74
✓
0.513 0 0.121
✗
0.00418 0 0.361
33 busi_owner 8
✓
0.0316 0.00398 0.0496
✗
0.465 0 0.45
34 factori_worker 61
✓
0.623 0 0.00557
✗
0.354 0 0.0171
35 north_carolina 5
✓
0.0476 0 0
✗
0.951 0 0.000995
36 commun_colleg 32
✓
0.149 0 0
✗
0.851 0 0
37 unit_state 191
✓
0.418 0 0.368
✗
0.214 0 0
38 health_care_bill 44
✓
0.0563 0 0.417
✗
0.22 0 0.306
39 wall_street 7
✓
0.00139 0 0.254
✗
0.042 0 0.703
40 auto_industri 6
✓
0.000597 0 0.0571
✗
0.00677 0 0.936
41 big_idea 17
✓
0.0117 0 0.0623
✗
0.00498 0 0.921
42 tax_cut 58
✓
0.000796 0.000796 0.218
✗
0.000398 0 0.78
43 creat_job 54
✓
0.00119 0 0.185
✗
0 0 0.814
44 mitt_romnei 7
✓
0 0 0.0253
✗
0 0 0.975
45 middl_class 60
✓
0.202 0.000796 0.152
✗
0 0 0.645
46 unit_state 46
✓
0.333 0.000199 0.076
✗
0.16 0 0.43
47 small_busi 76
✓
0.223 0.0362 0.218
✗
0.24 0.000199 0.282
48 polit_campaign 32
✓
0.59 0 0.00179
✗
0.394 0.00199 0.0119
49 work_hard 87
✓
0.337 0 0.079
✗
0.582 0 0.00279
50 american_worker 40
✓
0.11 0.0428 0.275
✗
0.506 0 0.0657
51 free_market 12
✓
0.152 0.00637 0.0125
✗
0.579 0.0418 0.208
52 busi_owner 20
✓
0.0338 0.00577 0.43
✗
0.309 0.0376 0.184
53 hard_work 15
✓
0.0324 0 0.12
✗
0.272 0.000398 0.575
54 great_idea 4
✓
0.00179 0.000398 0.243
✗
0.0697 0.000199 0.685
55 hire_worker 6
✓
0.000796 0.00697 0.0651
✗
0.0223 0.000398 0.904
56 middl_class 67
✓
0.0324 0.000199 0.22
✗
0.00736 0.00199 0.739
57 tax_break 72
✓
0.000199 0 0.269
✗
0 0 0.73
58 job_oversea 8
✓
0 0 0.0308
✗
0 0 0.969
59 small_busi 25
✓
0.0322 0.0103 0.0796
✗
0 0 0.878
60 public_school 53
✓
0.596 0.00219 0.073
✗
0.0225 0.00478 0.301
61 long_run 93
✓
0.436 0.000995 0.124
✗
0.312 0.00199 0.125
62 tax_cut 68
✓
0.000398 0.00239 0.814
✗
0.00199 0.000398 0.181
63 govern_spend 11
✓
0.000199 0 0.0458
✗
0 0.000796 0.953
64 tax_rate 28
✓
0 0.000199 0.0941
✗
0 0.000597 0.905
65 bill_clinton 5
✓
0 0 0.0183
✗
0 0 0.982
66 creat___NUM__ 6
✓
0 0 0.0239
✗
0 0 0.976
67 __NUM___million 0
✓
0.00139 0 0.00279
✗
0 0 0.996
68 auto_industri 49
✓
0.000199 0 0.166
✗
0 0 0.833
69 __NUM___million_job 10
✓
0 0 0.04
✗
0 0 0.96
70 american_worker 35
✓
0.000199 0.000199 0.116
✗
0 0 0.883
71 american_manufactur 9
✓
0 0 0.0326
✗
0 0 0.967
72 auto_industri 7
✓
0 0 0.0297
✗
0 0 0.97
73 manufactur_job 28
✓
0.000199 0 0.0919
✗
0 0 0.908
74 call_card 39
✓
0.00159 0 0.136
✗
0 0 0.863
75 privat_sector 8
✓
0 0 0.0271
✗
0 0 0.973
76 tax_break 31
✓
0 0 0.107
✗
0 0 0.893
77 job_oversea 6
✓
0 0 0.0239
✗
0 0 0.976
78 tax_break 12
✓
0 0 0.0384
✗
0 0 0.962
79 creat_job 6
✓
0.0177 0 0.0219
✗
0 0 0.96
80 unit_state 10
✓
0.24 0 0.0283
✗
0.0159 0 0.716
81 9/11_attack 109
✓
0.764 0 0.0259
✗
0.139 0 0.0712
82 bin_laden 7
✓
0.0285 0 0.000199
✗
0.875 0 0.0959
83 troop_home 15
✓
0.0699 0 0.000199
✗
0.836 0 0.0935
84 nation_secur 72
✓
0.279 0 0.00836
✗
0.627 0 0.0858
85 put_peopl 23
✓
0.181 0 0.00577
✗
0.811 0 0.00259
86 rural_commun 19
✓
0.09 0 0.000796
✗
0.908 0 0.00159
87 __NUM___million 86
✓
0.361 0 0.0119
✗
0.627 0 0.000199
88 commun_colleg 8
✓
0.0515 0 0
✗
0.948 0 0
89 local_busi 6
✓
0.0281 0 0
✗
0.972 0 0
90 higher_educ 23
✓
0.101 0 0
✗
0.899 0 0
91 __NUM___centuri 14
✓
0.0619 0 0.000398
✗
0.938 0 0
92 unit_state 13
✓
0.083 0 0.00577
✗
0.911 0 0.000199
93 save___MONEY__ 64
✓
0.279 0 0
✗
0.721 0 0.000199
94 low_rate 8
✓
0.00119 0 0
✗
0.999 0 0
95 health_care 30
✓
0.00159 0 0
✗
0.998 0 0
96 suprem_court 10
✓
0.000796 0 0
✗
0.999 0 0
97 health_insur 26
✓
0.00199 0 0
✗
0.998 0 0
98 insur_compani 21
✓
0.00239 0 0
✗
0.998 0 0
99 fine_print 16
✓
0.00119 0 0
✗
0.999 0 0
100 health_care 9
✓
0.000398 0 0
✗
1 0 0
101 health_insur 17
✓
0.000398 0 0
✗
1 0 0
102 young_peopl 1
✓
0.000597 0 0
✗
0.999 0 0
103 __NUM___year 12
✓
0.00159 0 0.000398
✗
0.998 0 0
104 prevent_care 16
✓
0.00199 0 0
✗
0.998 0 0
105 prescript_drug 8
✓
0.000796 0 0
✗
0.999 0 0
106 health_insur 7
✓
0.000995 0 0.00219
✗
0.997 0 0
107 polit_battl 40
✓
0.807 0.000199 0.00697
✗
0.185 0 0
108 past___NUM___year 5
✓
0.13 0 0.037
✗
0.826 0 0.00677
109 wall_street 7
✓
0.00876 0.000199 0.752
✗
0.197 0 0.0422
110 mortgag_broker 17
✓
0.0133 0.0179 0.0575
✗
0.128 0.000398 0.782
111 paydai_lender 2
✓
0.00597 0 0.00119
✗
0.14 0.0179 0.835
112 health_care 46
✓
0.723 0.000597 0.0295
✗
0.109 0.00199 0.135
113 pell_grant 17
✓
0.245 0 0
✗
0.755 0 0.000398
114 young_peopl 2
✓
0.0141 0 0.000199
✗
0.986 0 0
115 health_care 51
✓
0.227 0.000199 0.0529
✗
0.719 0 0.000199
116 work_hard 63
✓
0.279 0 0.0627
✗
0.633 0 0.0247
117 __NUM___month 41
✓
0.12 0 0.301
✗
0.508 0 0.0714
118 same_thing 21
✓
0.0215 0 0.456
✗
0.176 0 0.346
119 econom_plan 17
✓
0 0 0.241
✗
0.00139 0 0.758
120 econom_theori 4
✓
0.00776 0 0.0177
✗
0.00139 0 0.973
121 creat_job 71
✓
0.0289 0.00119 0.239
✗
0.00179 0 0.729
122 middl_class 16
✓
0.0418 0.000597 0.0515
✗
0.0265 0.000796 0.879
123 rug_individu 217
✓
0.834 0.000398 0.1
✗
0.0175 0 0.0474
124 american_famili 10
✓
0.18 0.000199 0.000597
✗
0.806 0.000398 0.0135
125 perfect_union 5
✓
0.0378 0 0.000796
✗
0.959 0.000199 0.00179
126 middl_class 22
✓
0.105 0 0.0123
✗
0.882 0 0.00119
127 bank_account 12
✓
0.0677 0 0
✗
0.932 0 0.000398
128 work_hard 8
✓
0.0372 0 0.00139
✗
0.961 0 0.000199
129 neg_ad 128
✓
0.495 0 0.000199
✗
0.504 0 0
130 singl_dai 69
✓
0.294 0.000199 0.00537
✗
0.701 0 0
131 hard_work 91
✓
0.373 0 0.00139
✗
0.626 0 0.000199
132 phone_call 28
✓
0.128 0 0
✗
0.872 0 0
133 middl_class 44
✓
0.191 0 0.0183
✗
0.79 0 0
134 unit_state 11
✓
0.0637 0 0.00119
✗
0.932 0 0.00318
135 god_bless 9
✓
0.047 0 0
✗
0.953 0 0
136 unit_state 5
✓
0.0273 0 0.00776
✗
0.965 0 0
__END_OF_SPEECH__ 3