Barack Obama

This speech titled 2008.10.30 originally had 4066 tokens. In its cue-lag representation, it has 148 cue terms and an average lag of 25.0. 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 georg_bush 26
0.00119 0 0.999
0 0 0
2 wall_street 54
0.00199 0 0.156
0 0 0.842
3 hard_work 3
0.00179 0 0.00478
0.00199 0 0.991
4 main_street 6
0.000796 0 0.00816
0.00338 0 0.988
5 year_ago 140
0.0408 0.000398 0.33
0 0 0.629
6 state_capitol 8
0.00179 0 0.0189
0.0356 0 0.944
7 common_sens 90
0.0269 0 0.0818
0.0109 0 0.88
8 american_peopl 25
0.0185 0 0.0231
0.0285 0 0.93
9 work_hard 9
0.00796 0 0.0137
0.0416 0 0.937
10 futur_gener 4
0.000398 0 0.0107
0.0406 0 0.948
11 full_forc 30
0 0 0.0575
0 0 0.942
12 statu_quo 3
0.00139 0 0.00478
0 0 0.994
13 american_peopl 23
0.00259 0 0.0195
0.000597 0 0.977
14 sit_back 37
0.000597 0.000398 0.0273
0.000398 0 0.971
15 econom_crisi 36
0.000597 0 0.978
0 0 0.0219
16 great_depress 3
0 0 0.0199
0 0 0.98
17 __NUM___worker 1
0 0 0.00199
0 0 0.998
18 gross_domest_product 60
0.109 0.0131 0.189
0 0 0.689
19 consum_spend 47
0.073 0.00478 0.385
0.0613 0.00458 0.471
20 __NUM___year 2
0.0312 0 0.295
0.0977 0.000199 0.576
21 rise_cost 9
0.00517 0.00318 0.0854
0.0756 0.000398 0.83
22 direct_result 27
0 0 0.129
0.000796 0 0.871
23 wall_street 9
0.000995 0 0.0579
0 0 0.941
24 senat_mccain 46
0.00199 0.00378 0.61
0 0 0.384
25 econom_polici 18
0.000199 0 0.133
0 0 0.867
26 john_mccain 2
0 0 0.0123
0 0 0.988
27 presid_bush 4
0 0 0.00358
0 0 0.996
28 bush_tax_cut 9
0 0 0.0107
0 0 0.989
29 senat_mccain 42
0 0.000796 0.0392
0 0 0.96
30 american_peopl 9
0.000597 0 0.0155
0 0 0.984
31 georg_bush 9
0 0 0.0189
0.000199 0 0.981
32 job_loss 19
0.0322 0.0583 0.538
0 0 0.371
33 dead_end 29
0.0265 0.00199 0.201
0.0177 0.0165 0.736
34 medic_bill 7
0.00318 0 0.164
0.0281 0.000995 0.804
35 back_seat 18
0.000597 0.000597 0.0689
0.00816 0.000398 0.921
36 wall_street_bank 4
0 0 0.0452
0.000199 0.000199 0.954
37 big_corpor 37
0.000398 0 0.246
0 0 0.753
38 wall_street 29
0.00219 0 0.0593
0 0 0.939
39 unit_state 37
0.0147 0 0.0738
0.000597 0 0.911
40 john_mccain 31
0.000199 0.00557 0.0452
0.000398 0 0.949
41 tax_cut 6
0 0.00199 0.0145
0 0.00557 0.978
42 fortun___NUM__ 4
0 0.000398 0.00398
0 0.00736 0.988
43 __MONEY___billion 10
0.000199 0 0.0324
0 0.00338 0.964
44 oil_compani 10
0.000199 0 0.0197
0 0 0.98
45 __MONEY___billion 2
0 0 0.00299
0.000199 0 0.997
46 wall_street_bank 4
0 0 0.0517
0 0 0.948
47 tax_plan 17
0 0 0.222
0 0 0.778
48 __NUM___million 11
0.000597 0.000597 0.0334
0 0 0.965
49 class_american 3
0 0.00119 0.00498
0 0.000398 0.993
50 work_famili 6
0 0 0.00856
0 0.00139 0.99
51 georg_bush 8
0 0 0.0181
0 0.000199 0.982
52 bill_clinton 4
0.000199 0.000199 0.821
0 0 0.179
53 averag_wage 5
0.000199 0.000796 0.0876
0.000199 0.000199 0.911
54 econom_plan 11
0 0 0.049
0 0 0.951
55 bill_clinton 5
0 0 0.0241
0 0 0.976
56 senat_mccain 2
0 0.000199 0.0109
0 0 0.989
57 econom_plan 3
0 0 0.0141
0 0 0.986
58 georg_bush 3
0 0 0.00219
0 0 0.998
59 john_mccain 12
0 0 0.0111
0 0 0.989
60 georg_bush 5
0 0 0.00398
0 0 0.996
61 senat_mccain 5
0 0 0.00418
0 0 0.996
62 small_thing 75
0.000199 0 0.0535
0 0 0.946
63 senat_mccain 22
0 0.000398 0.0281
0 0 0.972
64 life_save 26
0 0 0.0645
0 0 0.936
65 john_mccain 8
0.000199 0.000199 0.0153
0 0 0.984
66 year_ago 42
0.00896 0.000995 0.825
0 0 0.165
67 real_question 9
0 0 0.123
0.000199 0 0.877
68 difficult_time 17
0.000199 0 0.0179
0 0 0.982
69 bigger_govern 133
0 0 0.142
0 0 0.858
70 smaller_govern 2
0 0 0.00398
0 0 0.996
71 financi_system 32
0 0 0.0249
0 0 0.975
72 congress_pass 20
0.00358 0 0.0153
0 0 0.981
73 wall_street 32
0.00179 0 0.245
0 0 0.753
74 tax_cut 21
0.00139 0.0784 0.715
0 0 0.205
75 tax_break 33
0.00179 0.0123 0.139
0.000199 0.0665 0.781
76 incom_tax 22
0 0.9 0.00219
0 0.0784 0.0191
77 work_parent 10
0.000199 0.0253 0
0 0.974 0.000199
78 tax_rate 28
0 0.0181 0.000199
0 0.982 0
79 senat_mccain 10
0 0.00816 0.000597
0 0.991 0
80 tax_increas 19
0 0.0125 0
0 0.987 0
81 incom_tax 8
0 0.00517 0
0 0.995 0
82 payrol_tax 4
0 0.00378 0
0 0.996 0
83 capit_gain 4
0 0.00438 0
0 0.996 0
84 gain_tax 0
0 0.000796 0
0 0.999 0
85 rais_tax 13
0 0.00776 0.0577
0 0.934 0.000398
86 bring_back 42
0.00338 0 0.943
0 0.00239 0.0515
87 john_mccain 14
0 0 0.0249
0 0 0.975
88 tax_break 5
0 0 0.00697
0 0 0.993
89 american_job 5
0 0 0.00398
0 0 0.996
90 job_oversea 0
0 0 0.000398
0 0 1
91 trade_agreement 4
0 0 0.00318
0 0 0.997
92 american_busi 13
0.0314 0 0.0249
0 0 0.944
93 tax_credit 3
0.0426 0 0.00935
0.0306 0 0.917
94 unit_state 10
0.102 0.00816 0.045
0.0671 0 0.778
95 capit_gain 5
0 0.991 0
0 0.00856 0
96 gain_tax 0
0 0.00119 0
0 0.999 0
97 small_busi 2
0 0.000796 0.00199
0 0.997 0.000199
98 job_creation 11
0 0.00637 0.0505
0 0.941 0.00219
99 __MONEY___billion 38
0.000398 0.000597 0.933
0 0.0169 0.0496
100 renew_sourc 4
0 0 0.0221
0 0 0.978
101 solar_panel 26
0 0 0.00597
0 0 0.994
102 wind_turbin 2
0 0 0.00119
0 0 0.999
103 middl_east 19
0 0 0.00438
0 0 0.996
104 ten_year 2
0.0141 0 0.000796
0 0 0.985
105 health_care 19
0.979 0.000597 0.00637
0.0139 0 0.000199
106 health_care_system 12
0.0177 0 0
0.982 0 0
107 health_insur 13
0.00259 0 0.000398
0.997 0 0
108 same_kind 29
0.00756 0 0
0.992 0 0
109 health_insur 2
0.000796 0 0.000398
0.999 0 0
110 insur_compani 25
0.00617 0 0.0121
0.981 0 0.000199
111 global_economi 54
0.997 0 0.00199
0.00119 0 0
112 __NUM___centuri 6
0.00517 0 0
0.994 0 0.000398
113 earli_childhood 25
0.00657 0 0
0.993 0 0
114 childhood_educ 0
0.000199 0 0
1 0 0
115 higher_standard 23
0.00418 0 0
0.996 0 0
116 spend___MONEY___billion 107
0.00199 0 0.998
0.000199 0 0
117 iraqi_govern 8
0 0 0.00896
0 0 0.991
118 bin_laden 31
0 0 0.00517
0 0 0.995
119 al_qaeda 3
0 0 0.000796
0 0 0.999
120 qaeda_terrorist 0
0 0 0.000199
0 0 1
121 made_clear 23
0 0 0.00299
0 0 0.997
122 ground_troop 6
0.000199 0.000199 0.00139
0 0 0.998
123 __NUM___centuri 36
0.044 0 0.157
0 0 0.799
124 econom_crisi 51
0.0107 0.000199 0.846
0.000995 0 0.142
125 feder_budget 37
0.00398 0 0.077
0.00279 0 0.916
126 month_ago 39
0.32 0 0.0291
0.00677 0 0.644
127 trade_deficit 65
0.678 0.000995 0.00318
0.298 0 0.0193
128 work_hard 31
0.143 0 0.00179
0.855 0 0
129 fellow_citizen 18
0.0356 0 0
0.964 0 0.000199
130 common_purpos 14
0.00836 0 0
0.992 0 0
131 energi_independ 13
0.00498 0 0.000597
0.994 0 0
132 nativ_american 87
0.283 0 0
0.717 0 0
133 unit_state 176
0.632 0 0.143
0.224 0 0
134 young_peopl 148
0.607 0 0.00557
0.386 0 0.00119
135 long_time 23
0.0665 0 0.00239
0.931 0 0.000597
136 cut_back 10
0.0179 0 0.00358
0.976 0 0.00219
137 town_hall 52
0.04 0 0.000199
0.96 0 0
138 insur_compani 76
0.0342 0 0.0137
0.952 0 0
139 fight_back 63
0.101 0.000796 0.0195
0.874 0 0.00438
140 health_care 256
0.718 0.00299 0.19
0.0886 0 0.00119
141 renew_energi 12
0.116 0 0.043
0.687 0 0.154
142 statu_quo 28
0.178 0.00836 0.0655
0.701 0 0.0468
143 small_busi 36
0.00358 0.969 0.00279
0.0151 0.00935 0.000199
144 busi_owner 0
0.000597 0.00139 0
0.0181 0.977 0.00279
145 door_open 6
0.0165 0.00637 0
0.0177 0.959 0.000199
146 american_dream 39
0.91 0.000398 0.05
0.0322 0.00697 0
147 god_bless 102
0.381 0 0
0.619 0 0
148 god_bless_america 5
0.0173 0 0
0.983 0 0
__END_OF_SPEECH__ 2