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  5. 2008.08.04

Barack Obama

This speech titled 2008.08.04 originally had 4623 tokens. In its cue-lag representation, it has 190 cue terms and an average lag of 21.8. 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 rise_cost 62
✓
0.685 0.0302 0.285
✗
0 0 0
2 american_dream 16
✓
0.103 0 0.0179
✗
0.634 0.000796 0.245
3 foreign_oil 93
✓
0 0 0.997
✗
0.00119 0 0.00219
4 ga_price 24
✓
0 0 0.0111
✗
0 0 0.989
5 middl_east 28
✓
0.000199 0 0.0101
✗
0 0 0.99
6 world_oil 84
✓
0 0 0.0289
✗
0 0 0.971
7 clean_energi 20
✓
0.00378 0 0.0121
✗
0 0 0.984
8 product_worker 37
✓
0.00318 0.985 0.00338
✗
0 0 0.00796
9 __MONEY___million 34
✓
0.536 0.000796 0.383
✗
0.00219 0.0756 0.00299
10 singl_dai 5
✓
0.0665 0 0.0432
✗
0.519 0.00736 0.364
11 middl_eastern 11
✓
0.000199 0 0.61
✗
0.00199 0 0.388
12 world_oil 9
✓
0 0 0.00478
✗
0 0 0.995
13 rapid_growth 6
✓
0 0 0.000796
✗
0 0 0.999
14 energi_independ 48
✓
0 0 0.0153
✗
0 0 0.985
15 richard_nixon 6
✓
0 0 0.00219
✗
0 0 0.998
16 fossil_fuel 9
✓
0 0 0.00259
✗
0 0 0.997
17 union_address 5
✓
0 0 0.000995
✗
0 0 0.999
18 global_warm 28
✓
0.000199 0 0.00736
✗
0 0 0.992
19 renew_energi 43
✓
0 0 0.0127
✗
0 0 0.987
20 auto_industri 27
✓
0 0 0.0265
✗
0 0 0.974
21 solar_panel 17
✓
0 0 0.00617
✗
0 0 0.994
22 wind_turbin 15
✓
0 0 0.00338
✗
0 0 0.997
23 senat_mccain 50
✓
0 0.000199 0.0197
✗
0 0 0.98
24 week_ago 4
✓
0 0 0.00557
✗
0 0 0.994
25 foreign_oil 8
✓
0 0 0.00657
✗
0 0 0.993
26 thirti_year 3
✓
0 0 0.00159
✗
0 0 0.998
27 senat_mccain 27
✓
0 0 0.00637
✗
0 0 0.994
28 thirti_year 8
✓
0.000199 0 0.00159
✗
0 0 0.998
29 foreign_oil 26
✓
0 0 0.00716
✗
0 0 0.993
30 fuel_effici 5
✓
0 0 0.00239
✗
0 0 0.998
31 tax_credit 7
✓
0 0 0.00219
✗
0 0 0.998
32 renew_sourc 8
✓
0 0 0.00219
✗
0 0 0.998
33 solar_power 7
✓
0 0 0.00199
✗
0 0 0.998
34 wind_power 2
✓
0 0 0.000398
✗
0 0 1
35 energi_bill 3
✓
0 0 0.00139
✗
0 0 0.999
36 renew_sourc 13
✓
0 0 0.00318
✗
0 0 0.997
37 senat_mccain 11
✓
0 0 0.00438
✗
0 0 0.996
38 energi_crisi 14
✓
0 0 0.00577
✗
0 0 0.994
39 ga_price 30
✓
0 0 0.0101
✗
0 0 0.99
40 offshor_drill 11
✓
0 0 0.00318
✗
0 0 0.997
41 ga_price 27
✓
0 0 0.00756
✗
0 0 0.992
42 energi_independ 9
✓
0 0 0.00279
✗
0 0 0.997
43 georg_bush 1
✓
0 0 0.000597
✗
0 0 0.999
44 senat_mccain 31
✓
0.000199 0.000398 0.00935
✗
0 0 0.99
45 world_oil 52
✓
0 0 0.0189
✗
0 0 0.981
46 oil_reserv 0
✓
0 0 0.000199
✗
0 0 1
47 world_oil 12
✓
0 0 0.00438
✗
0 0 0.996
48 altern_energi 14
✓
0 0 0.00299
✗
0 0 0.997
49 ga_price 85
✓
0.000796 0 0.0366
✗
0 0 0.963
50 work_famili 47
✓
0.00537 0.00458 0.0842
✗
0 0 0.906
51 oil_compani 22
✓
0 0 0.0344
✗
0 0 0.966
52 renew_energi 19
✓
0 0 0.00577
✗
0 0 0.994
53 domest_product 8
✓
0 0 0.00239
✗
0 0 0.998
54 natur_ga 4
✓
0 0 0.00199
✗
0 0 0.998
55 oil_compani 8
✓
0 0 0.00299
✗
0 0 0.997
56 __NUM___million 5
✓
0.000199 0 0.00398
✗
0 0 0.996
57 million_acr 0
✓
0 0 0.000398
✗
0 0 1
58 oil_field 41
✓
0.0151 0.00318 0.0372
✗
0 0 0.944
59 north_dakota 19
✓
0.00219 0.000398 0.0251
✗
0.0103 0.00179 0.96
60 __NUM___million 19
✓
0.000199 0 0.0432
✗
0.000199 0 0.956
61 million_barrel 0
✓
0 0 0.000597
✗
0 0 0.999
62 ga_price 19
✓
0 0 0.00318
✗
0 0 0.997
63 natur_ga 36
✓
0 0 0.0101
✗
0 0 0.99
64 good_job 23
✓
0.0563 0.00756 0.158
✗
0 0 0.778
65 senat_mccain 33
✓
0.0195 0.0285 0.125
✗
0.0299 0.00756 0.789
66 republican_senat 62
✓
0.0263 0.00179 0.827
✗
0.0133 0.00179 0.13
67 renew_sourc 64
✓
0 0 0.302
✗
0 0 0.698
68 offshor_drill 19
✓
0 0 0.00736
✗
0 0 0.993
69 foreign_oil 67
✓
0.00975 0 0.032
✗
0 0 0.958
70 good_faith 14
✓
0.222 0.00537 0.0269
✗
0.00935 0 0.736
71 greatest_challeng 24
✓
0.0685 0.000199 0.0111
✗
0.225 0.000398 0.695
72 govern_program 60
✓
0.0117 0 0.431
✗
0.184 0 0.374
73 energi_independ 1
✓
0.000398 0 0.00796
✗
0.191 0 0.8
74 american_citizen 27
✓
0.000199 0.000199 0.189
✗
0.00796 0 0.802
75 carbon_dioxid 21
✓
0.00259 0 0.0119
✗
0.00657 0 0.979
76 energi_economi 143
✓
0.000398 0 0.111
✗
0 0 0.889
77 recent_year 56
✓
0.0163 0.000796 0.123
✗
0 0 0.86
78 global_warm 36
✓
0.000597 0 0.112
✗
0.00279 0 0.885
79 __NUM___job 18
✓
0 0 0.0157
✗
0 0 0.984
80 clean_energi 3
✓
0.000199 0 0.00318
✗
0 0 0.997
81 __NUM___compani 3
✓
0.000995 0.000796 0.0131
✗
0 0 0.985
82 feder_govern 31
✓
0.000398 0 0.0143
✗
0.000199 0 0.985
83 privat_sector 7
✓
0 0 0.00637
✗
0 0 0.994
84 ten_year 9
✓
0 0 0.00378
✗
0 0 0.996
85 middl_east 12
✓
0 0 0.00418
✗
0 0 0.996
86 __MONEY___billion 10
✓
0 0 0.00159
✗
0 0 0.998
87 ten_year 4
✓
0 0 0.000995
✗
0 0 0.999
88 privat_capit 6
✓
0 0 0.00279
✗
0 0 0.997
89 energi_economi 5
✓
0 0 0.00179
✗
0 0 0.998
90 american_energi 3
✓
0 0 0.00139
✗
0 0 0.999
91 american_job 6
✓
0 0.000199 0.00299
✗
0 0 0.997
92 __NUM___mile 52
✓
0 0 0.0161
✗
0 0 0.984
93 auto_industri 20
✓
0 0 0.0207
✗
0 0 0.979
94 auto_worker 3
✓
0 0 0.00119
✗
0 0 0.999
95 unit_state 43
✓
0.00876 0 0.0237
✗
0 0 0.968
96 thirti_year 44
✓
0.000398 0.000199 0.0229
✗
0.000597 0 0.976
97 privat_sector 94
✓
0 0 0.086
✗
0 0 0.914
98 american_consum 8
✓
0 0 0.00617
✗
0 0 0.994
99 tax_credit 8
✓
0 0 0.00338
✗
0 0 0.997
100 __MONEY___billion 11
✓
0 0 0.00279
✗
0 0 0.997
101 tax_credit 4
✓
0.000796 0 0.000597
✗
0 0 0.999
102 auto_industri 27
✓
0 0 0.035
✗
0 0 0.965
103 auto_worker 3
✓
0 0 0.000796
✗
0 0 0.999
104 __NUM___centuri 8
✓
0.0103 0 0.00418
✗
0 0 0.985
105 car_compani 30
✓
0.00239 0.000199 0.345
✗
0.000199 0 0.652
106 consum_choic 21
✓
0.00299 0.00239 0.0348
✗
0.00179 0.000199 0.958
107 renew_sourc 45
✓
0 0 0.077
✗
0 0 0.923
108 solar_cell 67
✓
0.00119 0.000398 0.0299
✗
0 0 0.969
109 tax_credit 7
✓
0.000398 0 0.00478
✗
0.000398 0 0.994
110 renew_energi 9
✓
0 0 0.00418
✗
0 0 0.996
111 wind_power 2
✓
0 0 0.000796
✗
0 0 0.999
112 solar_power 2
✓
0 0 0.000796
✗
0 0 0.999
113 wind_power 12
✓
0 0 0.00557
✗
0 0 0.994
114 world_largest 34
✓
0.00159 0 0.0137
✗
0 0 0.985
115 solar_panel 7
✓
0 0 0.00418
✗
0 0 0.996
116 tax_credit 4
✓
0 0 0.00179
✗
0 0 0.998
117 tax_incent 25
✓
0 0.00119 0.00677
✗
0 0 0.992
118 govern_contract 2
✓
0.000199 0.000199 0.000597
✗
0 0.00119 0.998
119 __NUM___billion 17
✓
0 0 0.00418
✗
0.000199 0.000398 0.995
120 __NUM___job 73
✓
0.00995 0.000597 0.267
✗
0 0 0.722
121 tax_base 6
✓
0.76 0.00935 0.0302
✗
0.00995 0.000597 0.189
122 __MONEY___million 2
✓
0.0326 0.00119 0.0663
✗
0.742 0.00915 0.149
123 household_incom 7
✓
0.0217 0.00119 0.0474
✗
0.716 0.00876 0.205
124 __MONEY___million 2
✓
0.00756 0.000597 0.153
✗
0.584 0.00716 0.248
125 nuclear_power 11
✓
0 0 0.618
✗
0 0 0.382
126 nuclear_wast 3
✓
0 0 0.000995
✗
0 0 0.999
127 energi_sourc 19
✓
0 0 0.00438
✗
0 0 0.996
128 carbon_captur 23
✓
0.000597 0.000398 0.00995
✗
0 0 0.989
129 energi_technolog 17
✓
0 0 0.00478
✗
0 0 0.995
130 clean_energi 27
✓
0.000398 0 0.00716
✗
0 0 0.992
131 american_peopl 113
✓
0.0109 0 0.0599
✗
0 0 0.929
132 energi_consumpt 35
✓
0 0 0.0299
✗
0 0 0.97
133 __MONEY___billion 7
✓
0 0 0.00119
✗
0 0 0.999
134 energi_bill 3
✓
0 0 0.000796
✗
0 0 0.999
135 energi_effici 5
✓
0 0 0.00199
✗
0 0 0.998
136 energi_bill 14
✓
0 0 0.00279
✗
0 0 0.997
137 __MONEY___billion 2
✓
0 0 0.000398
✗
0 0 1
138 same_thing 43
✓
0.00438 0 0.0697
✗
0 0 0.926
139 make_monei 32
✓
0 0 0.0199
✗
0 0 0.98
140 ten_year 22
✓
0 0 0.00517
✗
0 0 0.995
141 renew_energi 7
✓
0 0 0.00139
✗
0 0 0.999
142 middl_east 10
✓
0 0 0.00338
✗
0 0 0.997
143 carbon_emiss 18
✓
0 0 0.00657
✗
0 0 0.993
144 renew_sourc 60
✓
0 0 0.0199
✗
0 0 0.98
145 wind_power 2
✓
0 0 0.000995
✗
0 0 0.999
146 solar_power 2
✓
0 0 0.000398
✗
0 0 1
147 __NUM___billion 2
✓
0 0 0.00159
✗
0 0 0.998
148 energi_effici 11
✓
0 0 0.00239
✗
0 0 0.998
149 senat_mccain 26
✓
0.000199 0.000199 0.00796
✗
0 0 0.992
150 renew_sourc 20
✓
0 0 0.00517
✗
0 0 0.995
151 auto_industri 8
✓
0 0 0.0145
✗
0 0 0.985
152 georg_bush 5
✓
0 0 0.00318
✗
0 0 0.997
153 dick_chenei 2
✓
0 0 0.00159
✗
0 0 0.998
154 oil_compani 31
✓
0 0 0.0165
✗
0 0 0.983
155 million_dollar 17
✓
0 0 0.0111
✗
0 0 0.989
156 big_oil 2
✓
0 0 0.00159
✗
0 0 0.998
157 offshor_drill 15
✓
0 0 0.00318
✗
0 0 0.997
158 tax_break 25
✓
0 0 0.0346
✗
0 0 0.965
159 oil_compani 2
✓
0 0 0.000597
✗
0 0 0.999
160 renew_energi 11
✓
0 0 0.00299
✗
0 0 0.997
161 __MONEY___billion 6
✓
0 0 0.00179
✗
0 0 0.998
162 tax_break 3
✓
0 0 0.00697
✗
0 0 0.993
163 oil_compani 4
✓
0 0 0.000995
✗
0 0 0.999
164 __MONEY___billion 5
✓
0 0 0.00159
✗
0 0 0.998
165 unit_state 20
✓
0.000995 0 0.0103
✗
0 0 0.989
166 made___MONEY__ 10
✓
0 0 0.00517
✗
0 0 0.995
167 senat_mccain 26
✓
0 0.000398 0.00836
✗
0 0 0.991
168 oil_compani 25
✓
0 0 0.0117
✗
0 0 0.988
169 senat_mccain 6
✓
0 0.000199 0.00179
✗
0 0 0.998
170 american_citizen 72
✓
0 0 0.0243
✗
0 0 0.976
171 __NUM___centuri 31
✓
0.00119 0 0.00657
✗
0 0 0.992
172 ten_year 20
✓
0 0 0.00816
✗
0 0 0.992
173 renew_energi 21
✓
0 0 0.00736
✗
0 0 0.993
174 oil_compani 12
✓
0 0 0.00378
✗
0 0 0.996
175 middl_eastern 3
✓
0 0 0.000597
✗
0 0 0.999
176 __NUM___centuri 102
✓
0.0171 0 0.0438
✗
0 0 0.939
177 assembl_line 29
✓
0.00239 0 0.0265
✗
0.00955 0 0.962
178 wind_turbin 23
✓
0 0 0.0199
✗
0 0 0.98
179 solar_panel 2
✓
0.000199 0 0.000796
✗
0 0 0.999
180 american_worker 26
✓
0.218 0.00776 0.397
✗
0.000199 0 0.377
181 unit_state 22
✓
0.483 0 0.048
✗
0.203 0 0.266
182 moral_oblig 16
✓
0.144 0 0.046
✗
0.64 0 0.17
183 futur_gener 2
✓
0.077 0 0.0125
✗
0.716 0 0.194
184 past_gener 58
✓
0.258 0.00398 0.0804
✗
0.602 0 0.0565
185 world_war_ii 6
✓
0.143 0 0.00836
✗
0.776 0 0.0722
186 wage_war 21
✓
0.0324 0 0.00239
✗
0.887 0 0.0786
187 presid_roosevelt 6
✓
0.0141 0.000597 0.00677
✗
0.907 0 0.0718
188 industri_economi 86
✓
0.915 0.00259 0.00637
✗
0.0738 0.000199 0.00159
189 high_school 8
✓
0.0366 0.000199 0
✗
0.962 0.000597 0.000597
190 human_life 31
✓
0.0382 0.00617 0.0505
✗
0.904 0.000597 0.000597
__END_OF_SPEECH__ 84