Barack Obama

This speech titled 2008.08.05 originally had 2486 tokens. In its cue-lag representation, it has 125 cue terms and an average lag of 17.2. 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 rise_cost 70
✓
0.258 0.12 0.622
✗
0 0 0
2 foreign_oil 65
✓
0 0 0.589
✗
0.000199 0 0.41
3 ga_price 20
✓
0.000199 0 0.0107
✗
0 0 0.989
4 middl_east 29
✓
0 0 0.00896
✗
0 0 0.991
5 senat_mccain 49
✓
0.000398 0 0.0179
✗
0 0 0.982
6 week_ago 4
✓
0 0 0.00259
✗
0 0 0.997
7 foreign_oil 8
✓
0 0 0.00318
✗
0 0 0.997
8 thirti_year 3
✓
0 0 0.00159
✗
0 0 0.998
9 senat_mccain 27
✓
0 0 0.00816
✗
0 0 0.992
10 thirti_year 8
✓
0 0 0.00219
✗
0 0 0.998
11 fuel_effici 21
✓
0 0 0.00438
✗
0 0 0.996
12 tax_credit 7
✓
0 0 0.00219
✗
0 0 0.998
13 renew_sourc 8
✓
0 0 0.00219
✗
0 0 0.998
14 solar_power 7
✓
0 0 0.00239
✗
0 0 0.998
15 wind_power 2
✓
0 0 0.000597
✗
0 0 0.999
16 energi_bill 3
✓
0 0 0.000597
✗
0 0 0.999
17 renew_sourc 13
✓
0 0 0.00358
✗
0 0 0.996
18 senat_mccain 16
✓
0 0.000199 0.00378
✗
0 0 0.996
19 altern_energi 24
✓
0 0 0.00577
✗
0 0 0.994
20 oil_compani 10
✓
0 0 0.00219
✗
0 0 0.998
21 compani_profit 0
✓
0 0 0.000199
✗
0 0 1
22 __MONEY___billion 23
✓
0 0 0.0165
✗
0 0 0.983
23 tax_break 3
✓
0 0 0.0167
✗
0 0 0.983
24 oil_compani 4
✓
0 0 0.00557
✗
0 0 0.994
25 __MONEY___billion 5
✓
0.000398 0.000398 0.0275
✗
0 0 0.972
26 unit_state 19
✓
0.0627 0.000199 0.531
✗
0.000398 0 0.406
27 same_amount 10
✓
0.00378 0.00159 0.287
✗
0.0165 0.000199 0.691
28 half_time 33
✓
0.00557 0.000796 0.108
✗
0.00736 0.000398 0.878
29 presid_bush 5
✓
0.000199 0 0.0404
✗
0.00677 0.000199 0.952
30 senat_mccain 3
✓
0 0.000398 0.0943
✗
0.00617 0 0.899
31 oil_compani 4
✓
0.000398 0 0.374
✗
0.00299 0 0.623
32 ga_price 40
✓
0.000199 0 0.332
✗
0 0 0.668
33 offshor_drill 11
✓
0 0 0.00597
✗
0 0 0.994
34 lower_price 4
✓
0.000398 0 0.00438
✗
0 0 0.995
35 senat_mccain 83
✓
0.000597 0.00199 0.0332
✗
0 0 0.964
36 million_dollar 27
✓
0 0.000398 0.0245
✗
0 0.000199 0.975
37 oil_industri 3
✓
0 0 0.00318
✗
0 0 0.997
38 offshor_drill 15
✓
0 0 0.00438
✗
0 0 0.996
39 senat_mccain 15
✓
0 0.000199 0.0507
✗
0 0 0.949
40 oil_compani 4
✓
0 0 0.00816
✗
0 0 0.992
41 senat_mccain 39
✓
0.00259 0.00935 0.258
✗
0 0 0.73
42 oil_compani 57
✓
0.000796 0 0.26
✗
0 0 0.74
43 compani_call 0
✓
0.00498 0.000398 0.0362
✗
0.000398 0 0.958
44 hard_work 4
✓
0.0201 0 0.169
✗
0.00478 0 0.806
45 work_famili 0
✓
0 0 0.0105
✗
0.0197 0 0.97
46 senat_mccain 5
✓
0.000199 0.00179 0.0991
✗
0.00418 0 0.895
47 clean_energi 10
✓
0.00697 0 0.517
✗
0 0 0.476
48 american_peopl 28
✓
0.00179 0 0.0223
✗
0.00259 0 0.973
49 oil_compani 14
✓
0 0 0.0117
✗
0 0 0.988
50 ga_price 44
✓
0.00199 0 0.0199
✗
0 0 0.978
51 elect_presid 43
✓
0.0299 0.0165 0.14
✗
0.000796 0 0.813
52 senat_mccain 3
✓
0.000199 0.000398 0.0209
✗
0.0155 0.0141 0.949
53 tax_break 6
✓
0 0 0.0627
✗
0 0.000199 0.937
54 oil_compani 2
✓
0 0 0.00836
✗
0 0 0.992
55 work_famili 18
✓
0.00239 0.00338 0.0474
✗
0 0 0.947
56 oil_compani 17
✓
0 0 0.0808
✗
0 0 0.919
57 renew_energi 16
✓
0 0 0.0129
✗
0 0 0.987
58 domest_product 8
✓
0 0 0.00358
✗
0 0 0.996
59 natur_ga 4
✓
0 0 0.00159
✗
0 0 0.998
60 oil_compani 4
✓
0 0 0.00239
✗
0 0 0.998
61 __NUM___million 4
✓
0 0 0.00318
✗
0 0 0.997
62 million_acr 0
✓
0 0 0.000199
✗
0 0 1
63 senat_mccain 56
✓
0.000597 0.00159 0.0235
✗
0 0 0.974
64 american_citizen 55
✓
0 0 0.0243
✗
0 0 0.976
65 great_challeng 8
✓
0.000597 0 0.00677
✗
0 0 0.993
66 __NUM___centuri 50
✓
0.00438 0 0.0183
✗
0 0 0.977
67 feder_govern 36
✓
0.000597 0.000199 0.0175
✗
0.000796 0 0.981
68 privat_sector 7
✓
0.000199 0 0.00836
✗
0.000398 0 0.991
69 ten_year 9
✓
0 0 0.00418
✗
0 0 0.996
70 middl_east 12
✓
0 0 0.00458
✗
0 0 0.995
71 __MONEY___billion 9
✓
0 0 0.00299
✗
0 0 0.997
72 privat_capit 10
✓
0 0 0.00318
✗
0 0 0.997
73 american_energi 3
✓
0 0 0.00119
✗
0 0 0.999
74 american_job 6
✓
0 0 0.00219
✗
0 0 0.998
75 __NUM___mile 44
✓
0 0 0.0147
✗
0 0 0.985
76 unit_state 37
✓
0.00179 0 0.0199
✗
0 0 0.978
77 __MONEY___billion 14
✓
0 0 0.00796
✗
0 0 0.992
78 tax_credit 4
✓
0 0 0.000995
✗
0 0 0.999
79 auto_compani 2
✓
0 0 0.000796
✗
0 0 0.999
80 tax_credit 20
✓
0.00119 0 0.00597
✗
0 0 0.993
81 american_worker 9
✓
0 0 0.0265
✗
0 0 0.974
82 american_compani 2
✓
0 0 0.000199
✗
0 0 1
83 __NUM___centuri 5
✓
0 0 0.00159
✗
0 0 0.998
84 renew_sourc 14
✓
0 0 0.00378
✗
0 0 0.996
85 tax_incent 30
✓
0 0.000199 0.00776
✗
0 0 0.992
86 solar_power 10
✓
0 0 0.00219
✗
0 0 0.998
87 nuclear_power 14
✓
0 0 0.00299
✗
0 0 0.997
88 nuclear_wast 3
✓
0 0 0.00139
✗
0 0 0.999
89 energi_sourc 13
✓
0 0 0.00418
✗
0 0 0.996
90 renew_energi 30
✓
0 0 0.00856
✗
0 0 0.991
91 energi_sourc 0
✓
0 0 0
✗
0 0 1
92 renew_energi 3
✓
0.000199 0 0.000796
✗
0 0 0.999
93 manufactur_job 22
✓
0.00119 0 0.348
✗
0 0 0.65
94 fifti_state 17
✓
0.0113 0.000398 0.0295
✗
0.000995 0 0.958
95 wind_energi 4
✓
0.000597 0.000199 0.035
✗
0.00677 0 0.957
96 manufactur_job 1
✓
0 0 0.17
✗
0.000398 0 0.83
97 wind_power 5
✓
0 0 0.00876
✗
0 0 0.991
98 __MONEY___billion 11
✓
0.0322 0.000398 0.00299
✗
0 0 0.964
99 year___NUM__ 3
✓
0.0706 0 0.00338
✗
0.0322 0 0.894
100 save___MONEY__ 13
✓
0.00279 0 0.00398
✗
0.102 0 0.891
101 __MONEY___billion 0
✓
0 0 0.046
✗
0.0591 0 0.895
102 wind_power 17
✓
0 0 0.0631
✗
0 0 0.937
103 american_peopl 13
✓
0.00139 0 0.00378
✗
0 0 0.995
104 energi_consumpt 35
✓
0 0 0.0107
✗
0 0 0.989
105 __MONEY___billion 7
✓
0 0 0.00119
✗
0 0 0.999
106 energi_bill 3
✓
0 0 0.000995
✗
0 0 0.999
107 energi_effici 12
✓
0 0 0.00279
✗
0 0 0.997
108 __MONEY___billion 7
✓
0 0 0.00239
✗
0 0 0.998
109 energi_cost 2
✓
0 0 0.00119
✗
0 0 0.999
110 same_thing 45
✓
0.00119 0 0.0708
✗
0 0 0.928
111 ten_year 6
✓
0 0 0.00557
✗
0 0 0.994
112 renew_energi 8
✓
0 0 0.00318
✗
0 0 0.997
113 middl_east 10
✓
0 0 0.00398
✗
0 0 0.996
114 carbon_emiss 18
✓
0 0 0.00517
✗
0 0 0.995
115 american_citizen 55
✓
0.000199 0 0.0167
✗
0 0 0.983
116 __NUM___centuri 33
✓
0.00478 0 0.0121
✗
0 0 0.983
117 good_job 14
✓
0.00219 0 0.00816
✗
0.00299 0 0.987
118 renew_energi 39
✓
0.000199 0 0.0165
✗
0 0 0.983
119 oil_compani 20
✓
0 0 0.00617
✗
0 0 0.994
120 middl_eastern 3
✓
0 0 0.000995
✗
0 0 0.999
121 assembl_line 109
✓
0.00517 0 0.071
✗
0 0 0.924
122 wind_turbin 13
✓
0 0 0.0103
✗
0 0 0.99
123 solar_panel 2
✓
0.000199 0 0.000199
✗
0 0 1
124 american_worker 26
✓
0.0842 0.00458 0.393
✗
0 0 0.518
125 unit_state 22
✓
0.158 0.000199 0.07
✗
0.0758 0.000199 0.696
__END_OF_SPEECH__ 118