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  5. 2008.06.16

Barack Obama

This speech titled 2008.06.16 originally had 5432 tokens. In its cue-lag representation, it has 245 cue terms and an average lag of 19.9. 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 hous_market 62
✓
0.00398 0 0.996
✗
0 0 0
2 credit_market 12
✓
0 0 0.0165
✗
0 0 0.983
3 __NUM___job 2
✓
0 0 0.0115
✗
0 0 0.988
4 unemploy_rate 9
✓
0.000398 0.000199 0.0543
✗
0 0 0.945
5 rise_cost 17
✓
0.172 0.00756 0.0297
✗
0.000199 0.000199 0.791
6 health_insur 2
✓
0.0117 0.000199 0.413
✗
0.154 0 0.42
7 food_price 8
✓
0.00398 0.000597 0.143
✗
0.049 0.000199 0.803
8 manufactur_job 20
✓
0 0.00139 0.896
✗
0 0 0.102
9 work_american 26
✓
0.00577 0.00896 0.109
✗
0 0.00119 0.875
10 health_care 22
✓
0.0442 0.00896 0.0898
✗
0.00418 0.00915 0.844
11 work_american 51
✓
0.00617 0.0428 0.231
✗
0.00756 0.0165 0.696
12 middl_class 8
✓
0.0464 0.03 0.127
✗
0.0109 0.0583 0.728
13 tax_cut 1
✓
0.00557 0.000597 0.00915
✗
0.0561 0.0878 0.841
14 rise_cost 6
✓
0.495 0.00358 0.00657
✗
0.0621 0.0571 0.375
15 hous_market 14
✓
0.439 0 0.000398
✗
0.551 0 0.00975
16 health_care_plan 2
✓
0.0107 0 0
✗
0.989 0 0
17 lower_cost 3
✓
0.000796 0 0
✗
0.999 0 0
18 health_insur 5
✓
0.000796 0 0.00239
✗
0.997 0 0
19 same_kind 2
✓
0.00139 0 0.0163
✗
0.98 0 0.00239
20 social_secur 14
✓
0.00259 0 0.965
✗
0.0143 0 0.0177
21 credit_card 24
✓
0 0 0.134
✗
0 0 0.866
22 hous_market 2
✓
0.000995 0 0.00716
✗
0 0 0.992
23 american_economi 36
✓
0 0.000398 0.128
✗
0 0 0.872
24 bush_administr 4
✓
0 0 0.0583
✗
0 0 0.942
25 administr_polici 0
✓
0.0113 0 0.0115
✗
0 0 0.977
26 plai_field 4
✓
0.0117 0 0.0679
✗
0.0105 0 0.91
27 america_futur 26
✓
0.423 0.000398 0.264
✗
0.0179 0 0.295
28 soviet_union 100
✓
0.572 0.000796 0.0979
✗
0.276 0 0.0541
29 america_global 11
✓
0.0185 0.000398 0.000199
✗
0.837 0.000597 0.143
30 eastern_europ 14
✓
0.0145 0 0.000597
✗
0.85 0.000199 0.135
31 south_carolina 30
✓
0.125 0.000199 0.00159
✗
0.855 0 0.0179
32 year_ago 10
✓
0.0259 0.000199 0.0245
✗
0.932 0 0.0177
33 turn_back 124
✓
0.967 0 0.00139
✗
0.0269 0 0.00458
34 live_standard 15
✓
0.0543 0.00259 0.0181
✗
0.92 0 0.00517
35 turn_back 33
✓
0.224 0 0.00139
✗
0.77 0 0.00418
36 __NUM___centuri 40
✓
0.122 0 0.0161
✗
0.858 0 0.00458
37 american_peopl 31
✓
0.0963 0 0.0302
✗
0.86 0 0.0133
38 privat_sector 8
✓
0.0105 0 0.0354
✗
0.917 0 0.0372
39 common_purpos 63
✓
0.152 0 0
✗
0.848 0 0
40 found_father 4
✓
0.00179 0 0
✗
0.998 0 0
41 american_market 19
✓
0.0511 0.000398 0.049
✗
0.9 0 0
42 civil_war 9
✓
0.00617 0.000398 0.00697
✗
0.938 0.000199 0.048
43 nation_academi 12
✓
0.0382 0.000398 0.00716
✗
0.933 0.000199 0.0211
44 safeti_net 32
✓
0.035 0.000199 0.00736
✗
0.954 0 0.00299
45 dark_dai 27
✓
0.0175 0 0
✗
0.981 0 0.00139
46 cold_war 3
✓
0.00338 0 0.00139
✗
0.994 0 0.00119
47 unit_state 100
✓
0.823 0 0.0513
✗
0.126 0 0
48 global_economi 41
✓
0.253 0 0.00677
✗
0.731 0 0.00876
49 child_left 32
✓
0.0215 0 0.00179
✗
0.965 0 0.0115
50 clinton_administr 124
✓
0.0589 0.000995 0.858
✗
0.0814 0 0.00119
51 budget_deficit 13
✓
0.0233 0.000796 0.0734
✗
0.116 0.000398 0.786
52 trillion_dollar 10
✓
0 0 0.203
✗
0.000199 0 0.796
53 tax_cut 13
✓
0 0.000796 0.0595
✗
0 0 0.94
54 unnecessari_war 7
✓
0 0 0.0362
✗
0 0 0.964
55 senat_mccain 4
✓
0 0 0.000398
✗
0 0 1
56 nation_secur 28
✓
0.000796 0 0.00259
✗
0 0 0.997
57 cold_war 16
✓
0.00199 0.000796 0.00179
✗
0.000796 0 0.995
58 young_peopl 68
✓
0.516 0 0.48
✗
0.000597 0 0.00259
59 georg_bush 24
✓
0.000199 0 0.565
✗
0.00159 0 0.433
60 john_mccain 9
✓
0 0 0.00935
✗
0.000597 0 0.99
61 fall_back 33
✓
0.000796 0.000398 0.0257
✗
0 0 0.973
62 fair_trade 41
✓
0.00338 0.000398 0.0308
✗
0.000398 0 0.965
63 year_ago 100
✓
0.858 0.000597 0.0593
✗
0.00199 0 0.0806
64 high_school 5
✓
0.166 0 0
✗
0.833 0 0.000398
65 school_district 15
✓
0.0145 0 0
✗
0.985 0 0
66 dropout_rate 77
✓
0.0408 0 0
✗
0.959 0 0
67 industri_nation 3
✓
0.000995 0 0
✗
0.999 0 0
68 incom_student 10
✓
0.00179 0 0
✗
0.998 0 0
69 global_economi 15
✓
0.00517 0 0.00338
✗
0.991 0 0
70 senat_mccain 11
✓
0.00259 0 0.00478
✗
0.989 0 0.00338
71 statu_quo 11
✓
0.0125 0 0.000796
✗
0.981 0 0.00577
72 __MONEY___billion 34
✓
0.0121 0 0.00119
✗
0.983 0 0.00378
73 earli_childhood 9
✓
0.00836 0 0
✗
0.992 0 0
74 childhood_educ 0
✓
0.000796 0 0
✗
0.999 0 0
75 health_care_cost 32
✓
0.00995 0.000199 0
✗
0.99 0 0
76 child_left 16
✓
0.00199 0 0
✗
0.998 0 0
77 high_standard 21
✓
0.00458 0 0
✗
0.995 0 0
78 standard_test 12
✓
0.00199 0 0
✗
0.998 0 0
79 student_achiev 27
✓
0.00677 0 0.000199
✗
0.993 0 0
80 colleg_educ 53
✓
0.0533 0 0
✗
0.947 0 0
81 school_district 16
✓
0.0297 0 0
✗
0.97 0 0
82 rural_america 6
✓
0.0261 0 0
✗
0.974 0 0
83 research_show 39
✓
0.0227 0.000199 0.000199
✗
0.977 0 0
84 __NUM___centuri 35
✓
0.0125 0 0
✗
0.987 0 0
85 charter_school 17
✓
0.00478 0 0
✗
0.995 0 0
86 public_school_system 3
✓
0.000199 0 0.000398
✗
0.999 0 0
87 standard_test 64
✓
0.0129 0 0.000199
✗
0.987 0 0
88 high_school 119
✓
0.0613 0 0
✗
0.939 0 0
89 colleg_educ 7
✓
0.00756 0 0.000597
✗
0.992 0 0
90 senat_mccain 19
✓
0.00537 0.0175 0.405
✗
0.571 0 0.000597
91 tax_break 9
✓
0.038 0.000398 0.23
✗
0.356 0.00537 0.37
92 young_peopl 10
✓
0.807 0 0.00478
✗
0.161 0 0.0271
93 tax_credit 9
✓
0.0547 0.000398 0.00299
✗
0.928 0 0.0135
94 commun_colleg 18
✓
0.113 0 0
✗
0.887 0 0.000199
95 __NUM___centuri 48
✓
0.2 0 0.000995
✗
0.798 0 0.000199
96 gi_bill 1
✓
0.0183 0 0
✗
0.982 0 0
97 educ_system 30
✓
0.108 0.000199 0.00478
✗
0.887 0 0
98 local_govern 18
✓
0.0426 0.198 0.123
✗
0.632 0.000597 0.00498
99 energi_polici 18
✓
0.0183 0 0.747
✗
0.191 0 0.0436
100 nation_secur 17
✓
0.00736 0 0.0342
✗
0.175 0 0.784
101 face_todai 25
✓
0.00438 0.000597 0.0577
✗
0.153 0 0.784
102 foreign_oil 13
✓
0 0 0.204
✗
0.00199 0 0.794
103 clean_energi 56
✓
0.000597 0 0.0225
✗
0 0 0.977
104 __NUM___centuri 21
✓
0 0 0.00617
✗
0 0 0.994
105 altern_energi 6
✓
0 0 0.00318
✗
0 0 0.997
106 econom_growth 30
✓
0.00915 0 0.58
✗
0 0 0.411
107 clean_energi 2
✓
0.000199 0 0.0175
✗
0.00119 0 0.981
108 georg_bush 10
✓
0 0 0.00935
✗
0 0 0.991
109 big_oil 18
✓
0 0 0.0119
✗
0 0 0.988
110 close_door 2
✓
0.00458 0 0.00159
✗
0 0 0.994
111 john_mccain 3
✓
0 0 0.00159
✗
0.00418 0 0.994
112 renew_energi 29
✓
0 0 0.03
✗
0 0 0.97
113 energi_secur 4
✓
0 0 0.000796
✗
0 0 0.999
114 __MONEY___billion 9
✓
0 0 0.00219
✗
0 0 0.998
115 ten_year 4
✓
0 0 0.00139
✗
0 0 0.999
116 green_energi 4
✓
0 0 0.000597
✗
0 0 0.999
117 __NUM___million_job 7
✓
0 0 0.158
✗
0 0 0.842
118 good_job 7
✓
0.000796 0 0.00856
✗
0 0 0.991
119 wind_turbin 12
✓
0 0 0.00955
✗
0 0 0.99
120 electr_car 15
✓
0 0 0.00537
✗
0 0 0.995
121 assembl_line 5
✓
0.000597 0 0.00557
✗
0 0 0.994
122 auto_industri 11
✓
0 0 0.0101
✗
0 0 0.99
123 green_technolog 4
✓
0 0 0.00179
✗
0 0 0.998
124 georg_bush 12
✓
0.000199 0 0.00697
✗
0 0 0.993
125 altern_energi 66
✓
0 0 0.0259
✗
0 0 0.974
126 nuclear_power 19
✓
0 0.000199 0.00557
✗
0 0 0.994
127 creat_job 23
✓
0.00119 0.000199 0.0362
✗
0 0 0.962
128 win_back 13
✓
0.00139 0 0.00756
✗
0.000199 0.000199 0.991
129 john_mccain 30
✓
0 0 0.0107
✗
0.000199 0 0.989
130 oil_compani 7
✓
0 0 0.00637
✗
0 0 0.994
131 compani_profit 0
✓
0 0 0
✗
0 0 1
132 green_job 19
✓
0.000398 0 0.00557
✗
0 0 0.994
133 tax_break 5
✓
0 0 0.529
✗
0 0 0.471
134 job_oversea 3
✓
0 0.000398 0.0643
✗
0 0 0.935
135 american_job 5
✓
0.00159 0.0139 0.0103
✗
0 0.000398 0.974
136 senat_mccain 1
✓
0.000995 0.0241 0.00259
✗
0.00139 0.0143 0.957
137 tax_incent 9
✓
0.00458 0.158 0.153
✗
0.00119 0.0378 0.645
138 put_forward 20
✓
0.174 0 0.697
✗
0.00279 0.00159 0.125
139 __NUM___centuri 16
✓
0.0868 0 0.0567
✗
0.164 0 0.693
140 job_loss 27
✓
0.0702 0.0117 0.0424
✗
0.211 0 0.665
141 commun_colleg 4
✓
0.704 0 0.000199
✗
0.273 0 0.0225
142 feder_fund 96
✓
0.267 0.000796 0.0796
✗
0.642 0 0.0105
143 tax_credit 9
✓
0.0233 0 0.00657
✗
0.89 0 0.0802
144 __NUM___centuri 10
✓
0.0213 0.000199 0.00995
✗
0.887 0 0.0818
145 senat_mccain 41
✓
0.00279 0.935 0.0173
✗
0.035 0.000199 0.00975
146 small_busi 6
✓
0 0.0681 0
✗
0.000398 0.932 0
147 tax_relief 9
✓
0 0.00716 0.000199
✗
0 0.993 0
148 middl_class 3
✓
0.000398 0.00239 0
✗
0 0.997 0.000199
149 capit_gain 17
✓
0 0.0133 0
✗
0 0.987 0
150 gain_tax 0
✓
0 0.000398 0
✗
0 1 0
151 john_mccain 5
✓
0.354 0.000597 0.394
✗
0.00438 0.242 0.00418
152 spend___MONEY__ 79
✓
0.547 0.000199 0.133
✗
0.317 0.00159 0.000796
153 health_care 2
✓
0.0728 0 0.000398
✗
0.86 0.000597 0.0667
154 medic_record 25
✓
0.0812 0 0
✗
0.919 0 0
155 lower_cost 5
✓
0.00159 0 0
✗
0.998 0 0
156 stem_cell 9
✓
0.00179 0 0
✗
0.998 0 0
157 cell_research 0
✓
0.000398 0 0
✗
1 0 0
158 univers_health_care 19
✓
0.00438 0 0
✗
0.996 0 0
159 health_insur 9
✓
0.00179 0 0.000398
✗
0.998 0 0
160 health_care_cost 18
✓
0.0348 0 0.00159
✗
0.963 0 0.000199
161 __NUM___centuri 25
✓
0.614 0 0.0486
✗
0.338 0 0.000199
162 american_societi 49
✓
0.392 0.000597 0.0239
✗
0.567 0 0.0171
163 centuri_ago 12
✓
0.0157 0 0.000597
✗
0.948 0 0.0352
164 teddi_roosevelt 2
✓
0.00338 0 0.00975
✗
0.951 0 0.0356
165 __NUM___centuri 13
✓
0.0428 0.000199 0.422
✗
0.5 0 0.035
166 __MONEY___billion 24
✓
0.00139 0 0.575
✗
0.00279 0 0.421
167 ten_year 2
✓
0 0 0.00378
✗
0.00259 0 0.994
168 privat_invest 7
✓
0.00259 0.000199 0.0105
✗
0.00199 0 0.985
169 iraqi_govern 61
✓
0.0107 0.000796 0.757
✗
0.000199 0 0.231
170 clean_energi 41
✓
0.186 0.000199 0.561
✗
0.00438 0 0.249
171 air_travel 33
✓
0.115 0.0263 0.127
✗
0.146 0.000199 0.586
172 unit_state 100
✓
0.62 0.000398 0.11
✗
0.118 0 0.152
173 back_america 56
✓
0.221 0.00836 0.0565
✗
0.577 0 0.137
174 special_interest 47
✓
0.352 0 0.00915
✗
0.619 0 0.0201
175 educ_system 15
✓
0.0981 0 0
✗
0.901 0 0.000597
176 health_care_system 9
✓
0.0326 0 0.00478
✗
0.962 0 0.000597
177 econom_polici 41
✓
0.00159 0 0.991
✗
0.00299 0 0.00458
178 trade_polici 8
✓
0 0 0.0167
✗
0 0 0.983
179 free_trade 14
✓
0 0 0.00776
✗
0 0 0.992
180 save_monei 3
✓
0.00438 0 0.00299
✗
0 0 0.993
181 georg_bush 18
✓
0 0 0.0155
✗
0 0 0.984
182 john_mccain 2
✓
0 0 0.00219
✗
0 0 0.998
183 trade_agreement 8
✓
0 0 0.00418
✗
0 0 0.996
184 south_korea 13
✓
0 0 0.0101
✗
0 0 0.99
185 trade_agreement 36
✓
0 0 0.0273
✗
0 0 0.973
186 long_term 9
✓
0.00856 0 0.287
✗
0 0 0.705
187 term_interest 0
✓
0 0 0.00239
✗
0.00816 0 0.989
188 trade_polici 6
✓
0 0 0.0151
✗
0 0 0.985
189 special_interest 4
✓
0.00119 0 0.00338
✗
0 0 0.995
190 american_worker 3
✓
0 0.000199 0.0137
✗
0.000995 0 0.985
191 public_support 8
✓
0.00159 0.000597 0.0265
✗
0.000796 0.000199 0.97
192 make_sens 10
✓
0.00119 0 0.089
✗
0 0 0.91
193 washington_lobbyist 3
✓
0 0 0.00418
✗
0 0 0.996
194 senat_mccain 3
✓
0 0 0.00279
✗
0 0 0.997
195 mccain_campaign 0
✓
0 0 0.000199
✗
0 0 1
196 free_trade 21
✓
0 0 0.0125
✗
0 0 0.987
197 global_economi 27
✓
0.00139 0 0.0211
✗
0 0 0.978
198 trade_agreement 16
✓
0 0 0.0177
✗
0 0 0.982
199 put_simpli 10
✓
0.0151 0.00896 0.338
✗
0 0 0.638
200 wall_street 22
✓
0 0 0.597
✗
0 0 0.403
201 main_street 5
✓
0 0 0.0308
✗
0 0 0.969
202 fiscal_respons 20
✓
0 0 0.0424
✗
0 0 0.958
203 bush_administr 13
✓
0 0 0.0171
✗
0 0 0.983
204 fiscal_polici 1
✓
0.000199 0 0.00438
✗
0 0 0.995
205 nation_debt 6
✓
0.000796 0.000597 0.87
✗
0 0 0.129
206 __MONEY___trillion 3
✓
0 0.000995 0.12
✗
0 0 0.879
207 entitl_spend 1
✓
0.00159 0.0529 0.00398
✗
0 0.00179 0.94
208 fiscal_problem 16
✓
0.0109 0.424 0.0173
✗
0.000796 0.0547 0.492
209 iraq_war 35
✓
0.435 0.00577 0.102
✗
0.00995 0.202 0.245
210 govern_program 6
✓
0.0201 0 0.617
✗
0.267 0.0105 0.0856
211 greenhous_gase 9
✓
0.00577 0.000398 0.079
✗
0.24 0.00378 0.671
212 special_interest 16
✓
0.0308 0 0.672
✗
0.0436 0 0.254
213 tax_cut 5
✓
0.000398 0.000199 0.111
✗
0.00199 0 0.886
214 bush_administr 11
✓
0 0 0.0133
✗
0 0 0.987
215 econom_polici 1
✓
0 0 0.00139
✗
0 0 0.999
216 john_mccain 1
✓
0 0 0.00139
✗
0 0 0.999
217 georg_bush 6
✓
0 0 0.00438
✗
0 0 0.996
218 bush_tax_cut 10
✓
0 0 0.0316
✗
0 0 0.968
219 __MONEY___billion 8
✓
0.000398 0.00239 0.0551
✗
0 0 0.942
220 tax_cut 3
✓
0.000398 0.00279 0.265
✗
0 0.00199 0.73
221 __MONEY___million 12
✓
0.0366 0.00219 0.42
✗
0.000199 0.00279 0.539
222 fiscal_conserv 20
✓
0.000199 0.000199 0.107
✗
0.000597 0.000597 0.891
223 foreign_countri 18
✓
0.00139 0 0.0279
✗
0.000597 0 0.97
224 work_peopl 8
✓
0.00557 0 0.0103
✗
0.000597 0 0.983
225 peopl_todai 0
✓
0.00119 0 0.00119
✗
0.00617 0 0.991
226 john_mccain 7
✓
0.00199 0 0.00776
✗
0.00557 0 0.985
227 america_futur 46
✓
0.173 0.000398 0.799
✗
0.000796 0 0.0267
228 american_citizen 62
✓
0.0444 0.000199 0.228
✗
0.0669 0 0.66
229 red_tape 6
✓
0.0153 0.000199 0.00677
✗
0.11 0 0.867
230 special_interest 18
✓
0.788 0 0.133
✗
0.0141 0 0.0647
231 american_peopl 15
✓
0.0756 0 0.0167
✗
0.746 0 0.162
232 __NUM___centuri 7
✓
0.0444 0 0.00577
✗
0.794 0 0.155
233 statu_quo 15
✓
0.043 0 0.197
✗
0.684 0 0.0766
234 senat_mccain 3
✓
0.00478 0.00159 0.031
✗
0.692 0 0.271
235 global_economi 19
✓
0.12 0 0.0129
✗
0.617 0 0.251
236 grow_number 4
✓
0.138 0.000199 0.0121
✗
0.621 0 0.229
237 work_harder 1
✓
0.288 0.000398 0.0131
✗
0.492 0 0.207
238 public_sector 8
✓
0.0304 0.00139 0.0378
✗
0.729 0.000398 0.201
239 __NUM___centuri 59
✓
0.275 0 0.329
✗
0.36 0 0.0362
240 renew_energi 8
✓
0.0559 0 0.0553
✗
0.535 0 0.354
241 bad_habit 95
✓
0.435 0.0306 0.0706
✗
0.377 0 0.0864
242 beat_back 68
✓
0.308 0 0.00199
✗
0.682 0.000398 0.00776
243 assembl_line 9
✓
0.0818 0 0.00338
✗
0.914 0 0.000597
244 common_purpos 25
✓
0.0239 0.00259 0.000199
✗
0.973 0 0.000398
245 american_centuri 8
✓
0.136 0.435 0.00418
✗
0.423 0.00239 0.000199
__END_OF_SPEECH__ 20