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  5. 2008.10.15

Barack Obama

This speech titled 2008.10.15 originally had 3617 tokens. In its cue-lag representation, it has 159 cue terms and an average lag of 20.4. 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 econom_crisi 11
✓
0.00179 0 0.998
✗
0 0 0
2 great_depress 8
✓
0 0 0.0241
✗
0 0 0.976
3 stock_market 2
✓
0 0 0.00716
✗
0 0 0.993
4 difficult_time 135
✓
0.0207 0.000199 0.162
✗
0 0 0.817
5 unit_state 28
✓
0.0416 0 0.0517
✗
0.0181 0 0.889
6 great_challeng 15
✓
0.00617 0.000995 0.0227
✗
0.0486 0 0.922
7 product_worker 40
✓
0.000398 0.997 0.000398
✗
0.000199 0.000995 0.000597
8 small_busi 34
✓
0.000199 0.0255 0.000199
✗
0 0.974 0.000199
9 american_centuri 19
✓
0.00756 0.0121 0.000199
✗
0.000199 0.98 0.000199
10 unit_state 44
✓
0.154 0 0.839
✗
0.00398 0.00119 0.00179
11 econom_crisi 10
✓
0.00478 0 0.139
✗
0.0559 0 0.8
12 final_week 51
✓
0 0 0.29
✗
0 0 0.71
13 senat_mccain 7
✓
0 0 0.0115
✗
0 0 0.988
14 mccain_campaign 0
✓
0 0 0.00119
✗
0 0 0.999
15 senat_mccain 47
✓
0 0.000796 0.0322
✗
0 0 0.967
16 american_dream 12
✓
0.0137 0 0.00896
✗
0 0 0.977
17 american_peopl 5
✓
0.00478 0 0.00637
✗
0.0127 0 0.976
18 challeng_face 21
✓
0.00915 0 0.0935
✗
0.00915 0 0.888
19 middl_class 1
✓
0.000995 0.000199 0.0699
✗
0.00955 0 0.919
20 class_famili 0
✓
0.000199 0 0.00716
✗
0.00856 0.000199 0.984
21 american_peopl 40
✓
0.00239 0 0.0565
✗
0.00299 0 0.938
22 senat_mccain 18
✓
0 0 0.0171
✗
0 0 0.983
23 georg_bush 3
✓
0 0 0.00259
✗
0 0 0.997
24 john_mccain 25
✓
0 0 0.0167
✗
0 0 0.983
25 georg_bush 12
✓
0 0 0.00597
✗
0 0 0.994
26 econom_issu 8
✓
0 0 0.00438
✗
0 0 0.996
27 face_todai 2
✓
0 0 0.00159
✗
0 0 0.998
28 john_mccain 9
✓
0 0 0.00478
✗
0 0 0.995
29 georg_bush 3
✓
0 0 0.00179
✗
0 0 0.998
30 bush___NUM__ 0
✓
0 0 0.000199
✗
0 0 1
31 tax_cut 20
✓
0.000597 0.000995 0.548
✗
0 0 0.45
32 job_oversea 6
✓
0 0 0.0999
✗
0 0 0.9
33 tax_break 5
✓
0 0 0.0955
✗
0 0 0.904
34 creat_job 4
✓
0.000398 0.000199 0.0997
✗
0 0 0.9
35 tax_cut 10
✓
0 0.000398 0.0394
✗
0 0 0.96
36 fortun___NUM__ 2
✓
0 0 0.00876
✗
0 0.000398 0.991
37 work_american 9
✓
0 0 0.00935
✗
0 0 0.991
38 tax_relief 2
✓
0 0.00139 0.00537
✗
0 0 0.993
39 health_care_polici 10
✓
0.26 0 0.00617
✗
0 0 0.734
40 cut_cost 14
✓
0.033 0 0.00597
✗
0.259 0 0.702
41 energi_polici 10
✓
0.00458 0 0.087
✗
0.282 0 0.627
42 oil_compani 6
✓
0.00119 0 0.0263
✗
0.265 0 0.707
43 educ_polici 3
✓
0.0778 0 0.0247
✗
0.216 0 0.681
44 __MONEY___billion 15
✓
0.000398 0.000597 0.284
✗
0.046 0 0.669
45 iraqi_govern 5
✓
0 0 0.0695
✗
0.0127 0 0.918
46 john_mccain 15
✓
0.000995 0 0.0394
✗
0.00876 0 0.951
47 health_care 22
✓
0.00975 0.000796 0.0619
✗
0.00697 0 0.921
48 john_mccain 28
✓
0.000199 0 0.0629
✗
0.00139 0 0.936
49 american_peopl 4
✓
0.0129 0 0.0344
✗
0.000995 0 0.952
50 unit_state 24
✓
0.04 0 0.376
✗
0.00637 0 0.577
51 econom_polici 12
✓
0 0 0.183
✗
0.000995 0 0.816
52 wall_street 3
✓
0 0 0.0515
✗
0 0 0.948
53 main_street 2
✓
0.000199 0 0.00955
✗
0 0 0.99
54 econom_crisi 58
✓
0.00199 0 0.147
✗
0 0 0.851
55 global_crisi 63
✓
0.000199 0.000199 0.0732
✗
0 0 0.926
56 middl_class 10
✓
0.00239 0.000398 0.075
✗
0 0.000199 0.922
57 main_street 18
✓
0 0 0.0203
✗
0.000199 0 0.98
58 big_bank 5
✓
0.000199 0 0.0111
✗
0 0 0.989
59 wall_street 2
✓
0 0 0.00458
✗
0.000199 0 0.995
60 pai_job 30
✓
0.000796 0 0.232
✗
0.000199 0 0.767
61 million_job 9
✓
0.00139 0.00617 0.089
✗
0 0 0.903
62 american_job 26
✓
0.32 0.000597 0.424
✗
0.000796 0.000199 0.254
63 tax_credit 1
✓
0.00756 0 0.00199
✗
0.318 0 0.673
64 unit_state 11
✓
0.046 0.000597 0.0249
✗
0.303 0 0.626
65 american_job 13
✓
0.0191 0.139 0.0173
✗
0.251 0.000796 0.572
66 small_busi 7
✓
0.000796 0.825 0.00657
✗
0.0107 0.142 0.0151
67 job_creation 12
✓
0 0.0356 0.000199
✗
0 0.962 0.00239
68 capit_gain 8
✓
0 0.00796 0
✗
0 0.992 0
69 gain_tax 0
✓
0 0.000398 0
✗
0 1 0
70 small_busi 4
✓
0 0.00219 0
✗
0 0.998 0
71 tax_incent 11
✓
0 0.00896 0.000597
✗
0 0.99 0
72 small_busi 7
✓
0.000597 0.00418 0.0201
✗
0 0.975 0.000597
73 properti_tax 44
✓
0.000597 0.00915 0.691
✗
0 0.28 0.0187
74 __MONEY___billion 34
✓
0 0.00716 0.0742
✗
0 0.232 0.686
75 senat_mccain 5
✓
0 0.00239 0.00398
✗
0 0.236 0.757
76 local_govern 55
✓
0.00418 0.0189 0.0679
✗
0 0.2 0.709
77 properti_tax 90
✓
0.000597 0.00259 0.26
✗
0.000199 0.0334 0.703
78 white_hous 19
✓
0.00776 0 0.0579
✗
0.000398 0.000199 0.934
79 unit_state 13
✓
0.00139 0 0.0306
✗
0.00398 0 0.964
80 __MONEY___billion 8
✓
0 0 0.0149
✗
0 0 0.985
81 local_govern 6
✓
0 0 0.00577
✗
0 0 0.994
82 properti_tax 2
✓
0 0 0.00299
✗
0 0 0.997
83 tax_increas 0
✓
0 0 0.000796
✗
0 0 0.999
84 month_ago 6
✓
0.00239 0 0.00537
✗
0 0 0.992
85 health_care 33
✓
0.0265 0.0322 0.0945
✗
0.000796 0 0.846
86 million_job 20
✓
0.00358 0.0287 0.0605
✗
0.00677 0.0308 0.87
87 local_commun 15
✓
0.453 0.00637 0.032
✗
0.0101 0.0426 0.456
88 move_forward 4
✓
0.0802 0.000199 0.137
✗
0.445 0.0113 0.326
89 put_peopl 4
✓
0.0131 0 0.041
✗
0.497 0 0.449
90 wall_street 38
✓
0.00438 0 0.522
✗
0.034 0 0.44
91 main_street 5
✓
0.00219 0 0.0135
✗
0.0346 0 0.95
92 middl_class 42
✓
0.282 0.00358 0.543
✗
0.0263 0 0.145
93 unit_state 9
✓
0.042 0 0.05
✗
0.29 0.00159 0.617
94 tax_code 38
✓
0.00438 0.43 0.199
✗
0.0179 0.00219 0.346
95 tax_cut 33
✓
0.000398 0.361 0.0326
✗
0 0.422 0.184
96 __MONEY___billion 9
✓
0 0.0792 0.00458
✗
0 0.778 0.139
97 tax_cut 2
✓
0 0.0446 0.00398
✗
0 0.855 0.0963
98 fortun___NUM__ 15
✓
0 0.0858 0
✗
0 0.891 0.0237
99 tax_cut 4
✓
0 0.0101 0.000398
✗
0 0.973 0.0161
100 __NUM___million_american 9
✓
0.000597 0.0173 0.000199
✗
0 0.977 0.00458
101 tax_cut 15
✓
0 0.0131 0.000995
✗
0 0.985 0.000995
102 includ___NUM__ 18
✓
0 0.0147 0
✗
0 0.985 0
103 small_busi 3
✓
0 0.00318 0
✗
0 0.997 0
104 busi_owner 0
✓
0 0.000398 0
✗
0 1 0
105 tax_increas 6
✓
0 0.00458 0
✗
0 0.995 0
106 payrol_tax 6
✓
0 0.00318 0
✗
0 0.997 0
107 incom_tax 4
✓
0 0.00378 0
✗
0 0.996 0
108 capit_gain 4
✓
0 0.00318 0
✗
0 0.997 0
109 gain_tax 0
✓
0 0.000796 0
✗
0 0.999 0
110 rais_tax 17
✓
0 0.00716 0.186
✗
0 0.806 0.00139
111 pai_job 16
✓
0.00398 0 0.811
✗
0 0.00557 0.18
112 tax_break 10
✓
0 0 0.0679
✗
0.000199 0.000398 0.932
113 job_oversea 5
✓
0 0 0.0291
✗
0 0 0.971
114 middl_class 6
✓
0.000597 0 0.0416
✗
0 0 0.958
115 creat_job 4
✓
0.000199 0 0.0257
✗
0.000199 0 0.974
116 __MONEY___billion 12
✓
0 0 0.04
✗
0 0 0.96
117 renew_sourc 4
✓
0 0 0.00438
✗
0 0 0.996
118 green_job 9
✓
0 0 0.00219
✗
0 0 0.998
119 solar_panel 17
✓
0 0 0.00557
✗
0 0 0.994
120 wind_turbin 2
✓
0 0 0.000597
✗
0 0 0.999
121 middl_east 18
✓
0.00159 0 0.0121
✗
0 0 0.986
122 __NUM___centuri 32
✓
0.545 0 0.0177
✗
0.00119 0 0.436
123 spend___MONEY___billion 20
✓
0.329 0 0.00697
✗
0.513 0 0.151
124 health_care_system 26
✓
0.164 0 0.000199
✗
0.836 0 0.000199
125 insur_compani 41
✓
0.0125 0 0
✗
0.987 0 0
126 health_care_plan 38
✓
0.0101 0 0
✗
0.99 0 0
127 insur_compani 5
✓
0.000995 0 0.000199
✗
0.999 0 0
128 health_insur 15
✓
0.00338 0 0
✗
0.997 0 0
129 same_kind 31
✓
0.00716 0 0
✗
0.993 0 0
130 health_insur 2
✓
0.000995 0 0
✗
0.999 0 0
131 prevent_care 11
✓
0.00239 0 0
✗
0.998 0 0
132 health_care 10
✓
0.0338 0.000199 0.00498
✗
0.961 0 0
133 earli_childhood 75
✓
0.975 0 0
✗
0.0253 0 0
134 childhood_educ 0
✓
0.000199 0 0
✗
1 0 0
135 higher_standard 23
✓
0.00537 0 0
✗
0.995 0 0
136 senat_mccain 28
✓
0.0263 0.0539 0.245
✗
0.675 0 0
137 special_interest 27
✓
0.886 0 0.0135
✗
0.0394 0 0.0615
138 young_peopl 6
✓
0.0704 0 0.0189
✗
0.899 0 0.0115
139 special_interest 5
✓
0.0161 0 0.0549
✗
0.899 0 0.0299
140 wall_street 70
✓
0.00557 0 0.9
✗
0.0223 0 0.0716
141 demand_account 63
✓
0 0 0.125
✗
0 0 0.875
142 wall_street 2
✓
0 0 0.00338
✗
0 0 0.997
143 spend_monei 55
✓
0 0 0.0448
✗
0 0 0.955
144 feder_budget 8
✓
0.000398 0 0.00935
✗
0 0 0.99
145 trillion_dollar 32
✓
0.000199 0.000199 0.806
✗
0 0 0.193
146 wall_street 32
✓
0.0227 0 0.11
✗
0.000199 0 0.867
147 __NUM___centuri 39
✓
0.344 0 0.0374
✗
0.0183 0 0.6
148 american_dream 14
✓
0.124 0 0.0189
✗
0.337 0 0.519
149 futur_gener 79
✓
0.239 0 0.0983
✗
0.313 0 0.349
150 american_peopl 129
✓
0.428 0.000199 0.136
✗
0.282 0 0.154
151 __NUM___dai 123
✓
0.562 0 0.0464
✗
0.383 0 0.00876
152 unit_state 197
✓
0.252 0.000597 0.574
✗
0.161 0 0.0127
153 main_street 60
✓
0 0 0.529
✗
0.00119 0 0.47
154 wall_street 2
✓
0 0 0.00617
✗
0.000597 0 0.993
155 tax_relief 5
✓
0.000199 0.0213 0.0275
✗
0 0 0.951
156 middl_class 3
✓
0.193 0.00438 0.085
✗
0 0.0183 0.699
157 health_care 10
✓
0.159 0.00199 0.037
✗
0.184 0.0173 0.6
158 god_bless 78
✓
0.774 0 0
✗
0.226 0 0
159 god_bless_america 5
✓
0.0189 0 0
✗
0.981 0 0
__END_OF_SPEECH__ 2