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Barack Obama

This speech titled 2008.04.15.PA originally had 3046 tokens. In its cue-lag representation, it has 129 cue terms and an average lag of 21.2. 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 global_economi 29
✓
0.501 0.000199 0.498
✗
0 0 0
2 american_worker 26
✓
0.0981 0.000796 0.215
✗
0.255 0.000199 0.431
3 coffe_shop 11
✓
0.14 0 0.0223
✗
0.331 0.000597 0.506
4 town_meet 2
✓
0.0193 0 0.00537
✗
0.466 0.000398 0.509
5 same_kind 97
✓
0.888 0 0.0257
✗
0.0842 0 0.00179
6 decad_ago 7
✓
0.122 0 0
✗
0.878 0 0.000398
7 wall_street 8
✓
0.00577 0 0.000398
✗
0.994 0 0
8 commun_organ 7
✓
0.00398 0 0
✗
0.996 0 0
9 south_side 3
✓
0.00199 0 0
✗
0.998 0 0
10 citi_govern 29
✓
0.0199 0 0.0263
✗
0.954 0 0
11 labor_movement 46
✓
0.125 0.000597 0.541
✗
0.313 0 0.0199
12 half_year 51
✓
0.00259 0 0.593
✗
0.00498 0 0.4
13 white_hous 10
✓
0.000199 0 0.0103
✗
0.00338 0 0.986
14 ownership_societi 5
✓
0.000796 0 0.00418
✗
0.00219 0 0.993
15 singl_mom 31
✓
0.968 0 0.00179
✗
0 0 0.0306
16 health_care 4
✓
0.0229 0 0.0221
✗
0.923 0 0.0322
17 hard_work 23
✓
0.117 0 0.173
✗
0.659 0 0.0507
18 labor_relat 55
✓
0.0418 0 0.614
✗
0.134 0 0.21
19 unit_state 42
✓
0.0179 0 0.134
✗
0.0718 0 0.776
20 john_mccain 5
✓
0.00119 0 0.0209
✗
0.0712 0 0.907
21 bush_year 5
✓
0.00458 0 0.00856
✗
0.0693 0 0.918
22 pretti_good 3
✓
0.15 0.000199 0.135
✗
0.0706 0 0.645
23 georg_bush 41
✓
0 0 0.258
✗
0.000199 0 0.742
24 wall_street 6
✓
0 0 0.00577
✗
0 0 0.994
25 john_mccain 1
✓
0 0 0.000597
✗
0 0 0.999
26 bush_tax_cut 5
✓
0 0 0.00677
✗
0 0 0.993
27 bad_idea 40
✓
0 0 0.0318
✗
0 0 0.968
28 republican_nomin 17
✓
0 0 0.00796
✗
0 0 0.992
29 tax_cut 27
✓
0 0 0.0402
✗
0 0 0.96
30 senat_mccain 5
✓
0 0 0.00637
✗
0 0 0.994
31 bush_polici 22
✓
0.00239 0 0.0115
✗
0 0 0.986
32 roll_back 10
✓
0.000199 0 0.943
✗
0.000597 0 0.0561
33 tax_cut 5
✓
0.000199 0 0.0183
✗
0.000597 0 0.981
34 health_care 6
✓
0.00119 0 0.0255
✗
0.000796 0 0.973
35 tax_break 8
✓
0 0 0.0322
✗
0 0 0.968
36 middl_class 20
✓
0.000597 0.000199 0.0973
✗
0 0 0.902
37 tax_cut 1
✓
0 0 0.00478
✗
0 0.000199 0.995
38 work_famili 5
✓
0.000995 0 0.0147
✗
0 0 0.984
39 tax_cut 13
✓
0 0 0.0424
✗
0 0 0.958
40 incom_tax 12
✓
0 0.000597 0.0181
✗
0 0 0.981
41 bush_year 23
✓
0.000398 0 0.0227
✗
0 0 0.977
42 republican_administr 23
✓
0.0187 0 0.0137
✗
0.000398 0 0.967
43 wall_street 5
✓
0.188 0 0.0302
✗
0.0177 0 0.764
44 campaign_contribut 5
✓
0.686 0.000199 0.0269
✗
0.203 0 0.0842
45 ordinari_american 15
✓
0.138 0 0.00179
✗
0.83 0 0.0302
46 spend___MONEY__ 8
✓
0.141 0 0.00776
✗
0.85 0 0.000398
47 __MONEY___million 0
✓
0.00418 0 0
✗
0.99 0 0.00597
48 lobbi_congress 1
✓
0.00896 0 0.000796
✗
0.987 0 0.00318
49 insur_compani 24
✓
0.12 0 0.151
✗
0.729 0 0.000398
50 spend___MONEY___billion 1
✓
0.000398 0 0.00657
✗
0.842 0 0.151
51 health_care 12
✓
0.0123 0 0.169
✗
0.668 0 0.151
52 georg_bush 6
✓
0.000199 0 0.62
✗
0.0651 0 0.315
53 dick_chenei 2
✓
0.000597 0 0.0945
✗
0.00119 0 0.904
54 energi_polici 4
✓
0.00358 0 0.173
✗
0.000796 0 0.823
55 renew_energi 14
✓
0.0374 0.000199 0.0611
✗
0.000995 0 0.9
56 make___MONEY__ 22
✓
0.000199 0.000199 0.981
✗
0 0 0.0183
57 __MONEY___billion 0
✓
0 0 0.00219
✗
0.000199 0 0.998
58 wall_street 22
✓
0 0 0.0605
✗
0 0 0.94
59 main_street 3
✓
0 0 0.00398
✗
0 0 0.996
60 bottom_line 11
✓
0.000398 0 0.045
✗
0 0 0.955
61 american_peopl 9
✓
0.0233 0 0.0306
✗
0.000199 0 0.946
62 ordinari_american 25
✓
0.0406 0 0.0641
✗
0.0195 0 0.876
63 washington_lobbyist 52
✓
0.0388 0 0.248
✗
0.0261 0 0.688
64 american_peopl 27
✓
0.125 0 0.0299
✗
0.0219 0 0.823
65 work_peopl 3
✓
0.0318 0 0.0109
✗
0.13 0 0.827
66 unit_state 9
✓
0.222 0 0.118
✗
0.151 0 0.509
67 union_leader 16
✓
0.113 0 0.19
✗
0.312 0 0.384
68 year_ago 18
✓
0.0569 0 0.0408
✗
0.384 0 0.518
69 independ_contractor 36
✓
0.121 0.000398 0.0669
✗
0.355 0 0.457
70 unit_state 89
✓
0.727 0 0.0848
✗
0.0903 0 0.0981
71 minimum_wage 49
✓
0.294 0.000995 0.0408
✗
0.576 0 0.0884
72 univers_health_care 15
✓
0.378 0 0
✗
0.621 0 0.000199
73 insur_compani 11
✓
0.00756 0 0.000199
✗
0.992 0 0
74 __NUM___million_american 32
✓
0.00915 0 0
✗
0.991 0 0
75 health_insur 4
✓
0.000995 0 0
✗
0.999 0 0
76 medic_bill 15
✓
0.00478 0 0.00179
✗
0.993 0 0
77 union_member 5
✓
0.00537 0 0.00398
✗
0.989 0 0.00179
78 health_care 10
✓
0.0123 0 0.0205
✗
0.962 0 0.00517
79 twenti_year 83
✓
0.0161 0 0.821
✗
0.14 0 0.0225
80 ten_year 5
✓
0.000398 0 0.0342
✗
0.127 0 0.838
81 unit_state 19
✓
0.0183 0 0.141
✗
0.000199 0 0.84
82 work_american 9
✓
0.000398 0 0.0293
✗
0.00378 0 0.967
83 georg_bush 24
✓
0 0 0.0187
✗
0 0 0.981
84 john_mccain 34
✓
0.00338 0 0.0233
✗
0 0 0.973
85 unit_state 61
✓
0.232 0 0.309
✗
0.00179 0 0.457
86 fair_wage 13
✓
0.0235 0.000199 0.157
✗
0.149 0 0.67
87 georg_bush 29
✓
0.00358 0 0.199
✗
0.0211 0 0.776
88 democrat_nomine 64
✓
0.228 0 0.0418
✗
0.0197 0 0.711
89 white_hous 68
✓
0.0551 0 0.0641
✗
0.204 0 0.677
90 tax_break 122
✓
0 0 0.473
✗
0 0 0.527
91 job_oversea 5
✓
0 0 0.0127
✗
0 0 0.987
92 good_job 9
✓
0.0267 0 0.0145
✗
0 0 0.959
93 decent_wage 2
✓
0.00995 0 0.00458
✗
0.0257 0 0.96
94 highwai_system 24
✓
0.0105 0 0.852
✗
0.00318 0 0.135
95 middl_class 6
✓
0.00199 0.000199 0.0261
✗
0.0103 0 0.961
96 same_kind 6
✓
0.00478 0 0.0233
✗
0.0101 0 0.962
97 __MONEY___billion 17
✓
0 0 0.0693
✗
0 0 0.931
98 ten_year 2
✓
0 0 0.00219
✗
0 0 0.998
99 foreign_nation 57
✓
0 0 0.0261
✗
0 0 0.974
100 solar_panel 15
✓
0 0 0.00597
✗
0 0 0.994
101 clean_coal 5
✓
0 0 0.00159
✗
0 0 0.998
102 __MONEY___billion 7
✓
0 0 0.00219
✗
0 0 0.998
103 ten_year 4
✓
0 0 0.00119
✗
0 0 0.999
104 green_energi 3
✓
0 0 0.000995
✗
0 0 0.999
105 american_job 10
✓
0.00756 0 0.0543
✗
0 0 0.938
106 spend___MONEY___billion 45
✓
0.0428 0 0.259
✗
0.00358 0 0.694
107 spend___MONEY___billion 9
✓
0.00199 0 0.0183
✗
0.0456 0 0.934
108 creat_job 9
✓
0.0163 0.000398 0.392
✗
0.000199 0 0.591
109 environment_protect 52
✓
0.0185 0 0.5
✗
0.00139 0 0.48
110 trade_partner 8
✓
0.0163 0 0.0147
✗
0.0185 0 0.95
111 good_thing 11
✓
0.0484 0 0.0149
✗
0.0312 0 0.905
112 union_organ 16
✓
0 0 0.131
✗
0.00199 0 0.867
113 trade_deal 9
✓
0 0 0.00816
✗
0 0 0.992
114 multin_corpor 6
✓
0 0 0.00398
✗
0 0 0.996
115 trade_agreement 27
✓
0 0 0.0159
✗
0 0 0.984
116 unit_state 10
✓
0.000995 0 0.0131
✗
0 0 0.986
117 american_peopl 7
✓
0.000199 0 0.00557
✗
0.000796 0 0.993
118 econom_problem 12
✓
0.000199 0 0.00816
✗
0 0 0.992
119 work_american 47
✓
0 0 0.035
✗
0 0 0.965
120 american_worker 33
✓
0.00975 0 0.0416
✗
0 0 0.949
121 twenti_year 6
✓
0.0193 0 0.00378
✗
0.00896 0 0.968
122 year_ago 0
✓
0.0101 0 0.00517
✗
0.0283 0 0.956
123 student_loan 77
✓
0.97 0 0.0243
✗
0.00458 0 0.00139
124 american_dream 53
✓
0.258 0 0.00557
✗
0.734 0 0.00259
125 common_purpos 67
✓
0.279 0 0.000199
✗
0.721 0 0
126 nativ_american 11
✓
0.0189 0 0
✗
0.981 0 0
127 trade_union 115
✓
0.142 0.000199 0.000597
✗
0.857 0 0
128 democrat_nomin 50
✓
0.047 0 0
✗
0.953 0 0
129 gener_elect 6
✓
0.00557 0 0
✗
0.994 0 0
__END_OF_SPEECH__ 25