Barack Obama

This speech titled 2008.10.01 originally had 4084 tokens. In its cue-lag representation, it has 149 cue terms and an average lag of 24.9. 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 american_peopl 25
0.326 0 0.674
0 0 0
2 stock_market 37
0.000199 0.000199 0.549
0.00119 0 0.449
3 trillion_dollar 6
0 0 0.125
0 0 0.875
4 wall_street 22
0.000199 0 0.0882
0 0 0.912
5 retir_account 5
0 0 0.0155
0.000199 0 0.984
6 pension_fund 14
0 0.00537 0.308
0 0 0.687
7 govern_employe 4
0 0.00219 0.00756
0 0.00537 0.985
8 nest_egg 12
0 0.0115 0.0183
0 0.00756 0.963
9 stock_market 16
0.000199 0 0.238
0 0.000398 0.761
10 hous_crisi 28
0.000398 0 0.146
0 0 0.854
11 financi_institut 11
0 0 0.0553
0 0 0.945
12 lend_monei 7
0 0.00577 0.00816
0 0 0.986
13 big_bank 11
0.000199 0 0.0245
0 0.000199 0.975
14 wall_street 2
0 0 0.00239
0.000199 0 0.997
15 perfectli_clear 106
0 0 0.0961
0 0 0.904
16 busi_cycl 31
0 0 0.0247
0 0 0.975
17 bad_appl 9
0 0 0.00597
0 0 0.994
18 financi_crisi 2
0 0 0.00318
0 0 0.997
19 direct_result 3
0 0 0.00338
0 0 0.997
20 wall_street 11
0.000597 0 0.0117
0 0 0.988
21 life_save 188
0.000199 0 0.273
0 0 0.727
22 unit_state 27
0.0103 0 0.0557
0.000199 0 0.934
23 great_challeng 15
0.000796 0 0.0249
0.00318 0 0.971
24 wall_street 74
0 0 0.0764
0 0 0.924
25 american_economi 11
0 0 0.0101
0 0 0.99
26 week_ago 49
0.000199 0 0.0488
0 0 0.951
27 american_taxpay 13
0 0 0.0115
0 0 0.988
28 wall_street 56
0 0 0.0527
0 0 0.947
29 welfar_program 35
0 0 0.0295
0 0 0.971
30 wall_street 3
0 0 0.00318
0 0 0.997
31 american_taxpay 18
0 0 0.0161
0 0 0.984
32 tax_dollar 21
0.000398 0 0.0173
0 0 0.982
33 __MONEY___billion 34
0.00179 0.000199 0.0302
0 0 0.968
34 monei_back 23
0.00259 0 0.0153
0.00159 0.000199 0.98
35 small_busi 51
0.0137 0.112 0.855
0.000597 0 0.0187
36 bank_system 19
0.00478 0.000796 0.149
0.00537 0.0386 0.802
37 american_economi 104
0.0362 0.0523 0.352
0.000199 0.0233 0.536
38 move_forward 80
0.767 0.00199 0.15
0.0235 0.00139 0.0563
39 top_prioriti 11
0.0563 0 0.0187
0.751 0.000995 0.173
40 tax_dollar 13
0.0131 0.000199 0.591
0.242 0 0.154
41 american_taxpay 27
0 0 0.273
0.00139 0 0.726
42 monei_back 6
0.000995 0 0.00458
0.00139 0 0.993
43 put_forward 38
0.0119 0 0.839
0 0 0.149
44 financi_servic 22
0 0 0.0947
0 0 0.905
45 servic_industri 0
0 0 0.000398
0 0 1
46 wall_street 2
0 0 0.00219
0 0 0.998
47 american_taxpay 7
0 0 0.00677
0 0 0.993
48 financi_system 6
0 0 0.00697
0 0 0.993
49 financi_institut 72
0 0 0.0645
0 0 0.936
50 american_taxpay 11
0 0 0.00816
0 0 0.992
51 wall_street 20
0.0141 0 0.0304
0 0 0.955
52 unit_state 21
0.447 0 0.0358
0.0129 0 0.504
53 kitchen_tabl 28
0.17 0 0.0125
0.412 0 0.405
54 tough_time 11
0.129 0 0.03
0.545 0 0.296
55 tax_dollar 75
0.00458 0.000199 0.677
0.0145 0 0.304
56 fiscal_respons 7
0 0 0.0253
0 0 0.975
57 feder_budget 78
0 0 0.0687
0 0 0.931
58 __MONEY___billion 33
0.000199 0 0.032
0 0 0.968
59 iraqi_govern 5
0 0 0.00438
0 0 0.996
60 __MONEY___billion 4
0.0107 0.000796 0.0175
0 0 0.971
61 insur_compani 13
0.128 0 0.805
0.00975 0 0.0571
62 student_loan 30
0.225 0 0.136
0.0141 0 0.625
63 tax_dollar 28
0.0159 0 0.186
0.118 0 0.68
64 __MONEY___billion 26
0.00617 0.00736 0.129
0.0537 0 0.804
65 tax_haven 45
0.000199 0.000398 0.471
0 0.000398 0.528
66 higher_tax 15
0 0 0.569
0 0 0.431
67 big_corpor 3
0 0 0.0205
0 0 0.98
68 fair_share 16
0.129 0.000199 0.0832
0 0 0.788
69 american_taxpay 52
0.000995 0.000199 0.444
0.00219 0 0.553
70 privat_contractor 9
0.0139 0.00159 0.0593
0.00299 0.000199 0.922
71 govern_spend 14
0.0802 0.00239 0.536
0.0131 0.000199 0.368
72 white_hous 34
0.454 0 0.0402
0.0884 0 0.417
73 tax_dollar 26
0.109 0 0.0231
0.529 0 0.339
74 special_interest 28
0.0955 0 0.114
0.601 0 0.189
75 washington_lobbyist 16
0.0289 0 0.0488
0.681 0 0.242
76 white_hous 22
0.0245 0 0.0147
0.689 0 0.271
77 american_peopl 11
0.0937 0 0.0139
0.642 0 0.25
78 scale_back 31
0.362 0.139 0.0267
0.396 0 0.0764
79 campaign_trail 32
0.18 0.00139 0.0503
0.662 0.0245 0.0816
80 term_invest 60
0.0304 0.0788 0.745
0.0742 0.0193 0.0523
81 rise_cost 23
0.133 0.108 0.11
0.0712 0.0925 0.486
82 tax_cut 12
0.00876 0.00736 0.687
0.0621 0.127 0.108
83 health_care_cost 10
0.0579 0.000597 0.143
0.0669 0.0398 0.691
84 renew_sourc 22
0 0 0.228
0.00239 0.000796 0.769
85 __MONEY___billion 9
0.000398 0.000796 0.0519
0.000995 0.000398 0.945
86 main_street 68
0.00299 0.000199 0.94
0 0 0.0573
87 econom_stimulu 27
0 0 0.0291
0 0 0.971
88 stimulu_plan 0
0 0 0.000796
0 0 0.999
89 ga_price 10
0 0 0.00836
0 0 0.992
90 million_job 4
0 0 0.00498
0 0 0.995
91 budget_cut 14
0 0 0.00955
0 0 0.99
92 tax_increas 2
0 0 0.00179
0 0 0.998
93 unemploy_benefit 7
0.000199 0 0.00557
0 0 0.994
94 econom_agenda 20
0.0173 0.00119 0.845
0 0 0.136
95 saudi_arabia 22
0.0195 0.00199 0.366
0.00915 0.000597 0.603
96 unit_state 72
0.169 0.00935 0.365
0.00915 0.000199 0.448
97 tax_code 7
0.000995 0.293 0.0661
0.0177 0.0105 0.611
98 american_worker 14
0.00179 0.402 0.0245
0 0.3 0.271
99 small_busi 2
0 0.241 0.000995
0 0.703 0.0555
100 capit_gain 7
0 0.0617 0
0 0.938 0
101 gain_tax 0
0 0.000398 0
0 1 0
102 small_busi 2
0 0.00219 0
0 0.998 0
103 cut_tax 28
0 0.0195 0.00119
0 0.979 0
104 tax_increas 29
0 0.0189 0.000597
0 0.98 0.000199
105 rais_tax 19
0.00199 0.0127 0.0193
0 0.965 0.000597
106 health_care_system 10
0.99 0 0
0.00836 0.00119 0.000199
107 prevent_care 25
0.0105 0 0
0.989 0 0
108 health_care 4
0.00139 0 0
0.999 0 0
109 same_kind 18
0.00498 0 0.00478
0.99 0 0
110 insur_compani 13
0.00358 0 0.0304
0.961 0 0.00458
111 energi_economi 58
0 0 0.974
0 0 0.0265
112 natur_ga 4
0 0 0.00179
0 0 0.998
113 clean_coal 5
0 0 0.00159
0 0 0.998
114 nuclear_power 8
0 0 0.00259
0 0 0.997
115 auto_compani 4
0 0 0.00259
0 0 0.997
116 unit_state 19
0.00199 0 0.0103
0 0 0.988
117 american_peopl 7
0.000398 0 0.00438
0.00119 0 0.994
118 __NUM___billion 9
0 0 0.00458
0 0 0.995
119 billion_dollar 0
0 0 0.000199
0 0 1
120 renew_sourc 8
0 0 0.00139
0 0 0.999
121 wind_power 4
0 0 0.00179
0 0 0.998
122 solar_power 2
0 0 0.000398
0 0 1
123 moral_oblig 38
0.998 0 0.00199
0 0 0.000199
124 global_economi 21
0.00836 0 0
0.992 0 0
125 earli_childhood 4
0.00219 0 0
0.998 0 0
126 childhood_educ 0
0 0 0
1 0 0
127 higher_standard 27
0.00577 0 0
0.994 0 0
128 young_american 12
0.00318 0 0
0.997 0 0
129 colleg_educ 21
0.0187 0 0.00318
0.978 0 0
130 financi_regul 8
0.00179 0.000199 0.462
0.533 0 0.00338
131 wall_street 39
0.00378 0 0.548
0.000199 0 0.448
132 __NUM___centuri 54
0.00259 0 0.0659
0.000199 0 0.931
133 financi_system 7
0 0 0.00876
0 0 0.991
134 main_street 71
0 0 0.0683
0 0 0.932
135 wall_street 2
0.000796 0 0.00438
0 0 0.995
136 futur_gener 50
0.137 0.000199 0.0601
0.000398 0 0.803
137 american_peopl 145
0.191 0 0.376
0.0354 0 0.397
138 financi_crisi 19
0.0119 0 0.362
0.0685 0 0.557
139 franklin_roosevelt 11
0.0535 0.000796 0.137
0.0691 0 0.74
140 fellow_american 3
0.04 0.000199 0.0738
0.0695 0.000398 0.816
141 financi_system 12
0.000597 0.000398 0.156
0.00776 0 0.836
142 unit_state 226
0.236 0.000398 0.574
0.000995 0 0.189
143 main_street 61
0.000796 0 0.372
0.000995 0 0.626
144 wall_street 2
0 0 0.00935
0.000398 0 0.99
145 tax_relief 5
0.000199 0.0195 0.0279
0 0 0.952
146 middl_class 3
0.211 0.00318 0.0856
0.000199 0.0171 0.683
147 health_care 10
0.169 0.00299 0.0314
0.204 0.0139 0.579
148 god_bless 69
0.738 0 0
0.262 0 0
149 god_bless_america 5
0.0183 0 0
0.982 0 0
__END_OF_SPEECH__ 2