Barack Obama

This speech titled 2008.10.10 originally had 3970 tokens. In its cue-lag representation, it has 157 cue terms and an average lag of 22.7. 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 recent_week 11
0.000398 0 1
0 0 0
2 financi_crisi 6
0 0 0.00896
0 0 0.991
3 econom_secur 11
0 0 0.00935
0 0 0.991
4 retir_save 44
0 0 0.0352
0 0 0.965
5 stock_market 3
0 0 0.00378
0 0 0.996
6 treasuri_depart 10
0 0 0.00577
0 0 0.994
7 global_economi 45
0.00557 0 0.0541
0 0 0.94
8 financi_market 2
0 0 0.00577
0.00418 0 0.99
9 financ_minist 15
0.00179 0.00119 0.0173
0.00378 0 0.976
10 financi_market 22
0 0 0.0219
0.00199 0 0.976
11 financi_institut 39
0.000199 0 0.0464
0 0 0.953
12 common_sens 19
0.168 0.000796 0.12
0.000199 0 0.71
13 american_peopl 30
0.0133 0 0.177
0.0774 0 0.733
14 difficult_time 19
0.00338 0.000199 0.106
0.0406 0 0.849
15 unit_state 28
0.00975 0 0.0569
0.0324 0 0.901
16 great_challeng 15
0.000597 0 0.0302
0.0295 0 0.94
17 hard_time 40
0.0386 0.0193 0.0438
0.00478 0 0.894
18 famou_word 50
0.031 0.253 0.0555
0.0213 0.0187 0.62
19 american_economi 66
0.00159 0.199 0.0488
0.00159 0.256 0.493
20 product_worker 46
0 0.559 0.000398
0 0.44 0.000398
21 middl_class 21
0.00617 0.0147 0.0115
0 0.967 0.000199
22 small_busi 58
0.000995 0.0521 0.00119
0 0.945 0.000995
23 american_centuri 20
0.00915 0.0161 0.000199
0.000597 0.973 0.000597
24 unit_state 47
0.142 0 0.851
0.00597 0.000995 0.000398
25 econom_crisi 10
0.00358 0 0.135
0.0545 0 0.807
26 final_week 50
0 0 0.279
0 0 0.721
27 senat_mccain 7
0 0 0.00896
0 0 0.991
28 mccain_campaign 0
0 0 0.000796
0 0 0.999
29 __NUM___dai 48
0.76 0.000199 0.05
0 0 0.19
30 unit_state 91
0.24 0.000199 0.186
0.441 0 0.133
31 american_peopl 12
0.0324 0 0.0523
0.613 0 0.302
32 life_save 98
0.00119 0.000199 0.775
0.00159 0 0.222
33 econom_theori 9
0.0155 0 0.115
0.00199 0 0.868
34 wall_street 42
0.000995 0 0.323
0.000199 0 0.675
35 econom_polici 23
0 0 0.0677
0 0 0.932
36 wall_street 3
0 0 0.0115
0 0 0.988
37 main_street 2
0 0 0.00398
0 0 0.996
38 corpor_ceo 33
0 0 0.0308
0 0 0.969
39 econom_crisi 32
0.000398 0 0.0418
0 0 0.958
40 __MONEY___billion 44
0.000398 0.000199 0.0408
0 0 0.959
41 wall_street 10
0 0 0.0101
0 0 0.99
42 hous_crisi 18
0.00219 0.000796 0.0161
0 0 0.981
43 push_forward 52
0.691 0.000995 0.0213
0.00119 0 0.285
44 senat_mccain 16
0.0109 0.0243 0.492
0.169 0.000995 0.303
45 taxpay_monei 44
0.113 0.000199 0.164
0.0219 0.000995 0.7
46 hous_market 117
0.0927 0 0.166
0.0577 0 0.683
47 move_forward 30
0.0601 0.00179 0.413
0.0993 0 0.426
48 monei_back 19
0.00159 0 0.135
0.07 0.000199 0.793
49 ga_price 72
0.000199 0 0.136
0 0 0.864
50 million_job 4
0 0 0.00657
0 0 0.993
51 budget_cut 14
0 0 0.00955
0 0 0.99
52 tax_increas 2
0 0.000398 0.00279
0 0 0.997
53 unemploy_benefit 6
0.000199 0 0.00438
0 0.000199 0.995
54 small_busi 52
0.00498 0.0127 0.849
0 0 0.133
55 main_street 2
0.000597 0 0.0223
0.00378 0.00119 0.972
56 big_bank 5
0.00199 0 0.206
0.00119 0.000199 0.79
57 wall_street 2
0.000398 0 0.127
0 0 0.872
58 small_busi 1
0.00398 0.0199 0.558
0 0 0.419
59 privat_sector 8
0.000398 0 0.0945
0.000199 0.000398 0.904
60 job_growth 12
0 0 0.0589
0 0 0.941
61 credit_crunch 7
0.000597 0.0225 0.0253
0 0 0.952
62 small_firm 19
0.00199 0.964 0.00139
0 0.0223 0.00995
63 health_care 18
0.0567 0.0139 0.00358
0.00179 0.919 0.00498
64 scale_back 13
0.0201 0.0119 0.00139
0.0523 0.912 0.00179
65 small_busi 15
0 0.0782 0.00279
0.00318 0.915 0.000597
66 small_firm 21
0 0.0141 0.00199
0.000597 0.981 0.00239
67 creat_job 2
0.0107 0.000597 0.619
0 0.348 0.0215
68 economi_grow 4
0.0289 0.000398 0.301
0.00955 0.0273 0.632
69 main_street 1
0.00259 0.00119 0.00896
0.0356 0.0269 0.925
70 small_busi 17
0.000995 0.944 0.0191
0.000597 0.0275 0.00776
71 tax_cut 9
0 0.0123 0.00199
0.000199 0.966 0.0195
72 low_cost 18
0.00279 0.0275 0.000597
0 0.965 0.00418
73 small_busi 8
0 0.00955 0.00119
0 0.986 0.00299
74 job_loss 15
0.00139 0.00975 0.0117
0 0.973 0.00378
75 rate_loan 20
0 0.0277 0.000199
0 0.972 0
76 small_busi 2
0.000199 0.00199 0
0 0.998 0
77 loan_program 12
0.0348 0.00816 0
0.000398 0.957 0
78 small_busi 6
0 0.039 0
0 0.961 0
79 busi_owner 0
0 0.000796 0
0 0.999 0
80 small_busi 24
0 0.0159 0.000199
0 0.984 0
81 loan_guarante 6
0 0.00478 0
0 0.995 0.000199
82 small_firm 17
0 0.00935 0
0 0.991 0
83 move_forward 3
0.0324 0.000796 0.0422
0.000597 0.923 0.000796
84 tax_burden 23
0 0.0647 0.00716
0 0.907 0.0207
85 small_busi 2
0 0.0105 0.000995
0 0.971 0.0173
86 creat_job 3
0.000199 0.00318 0
0 0.98 0.0167
87 capit_gain 7
0 0.0213 0
0 0.979 0
88 gain_tax 0
0 0.00119 0
0 0.999 0
89 small_busi 4
0 0.00259 0.000796
0 0.997 0
90 tax_incent 14
0 0.0117 0.00856
0 0.979 0.000796
91 american_peopl 36
0.512 0 0.481
0.000199 0.000995 0.00617
92 unit_state 9
0.0249 0.000398 0.0762
0.457 0 0.442
93 tax_code 9
0.00219 0.317 0.151
0.0917 0.00139 0.437
94 tax_cut 33
0.000199 0.46 0.0394
0 0.312 0.188
95 __MONEY___billion 9
0 0.105 0.00338
0 0.768 0.124
96 tax_cut 2
0 0.0414 0.00338
0 0.872 0.0832
97 fortun___NUM__ 15
0 0.0844 0.000398
0 0.907 0.00796
98 tax_cut 4
0 0.00776 0.000398
0 0.988 0.00338
99 __NUM___million_american 9
0.000199 0.00896 0
0 0.99 0.000597
100 tax_cut 15
0 0.00915 0.000597
0 0.99 0
101 includ___NUM__ 18
0 0.0133 0
0 0.987 0
102 small_busi 3
0 0.00318 0
0 0.997 0
103 busi_owner 0
0 0.000597 0
0 0.999 0
104 tax_increas 6
0 0.00537 0
0 0.995 0
105 payrol_tax 6
0 0.00378 0
0 0.996 0
106 incom_tax 4
0 0.00318 0
0 0.997 0
107 capit_gain 4
0 0.00318 0
0 0.997 0
108 gain_tax 0
0 0.000199 0
0 1 0
109 rais_tax 17
0 0.00876 0.19
0 0.8 0.000995
110 pai_job 16
0.00458 0 0.811
0.000199 0.00299 0.181
111 __NUM___job 6
0 0 0.0424
0.000199 0 0.957
112 tax_break 31
0.000398 0 0.244
0 0 0.756
113 job_oversea 5
0 0 0.0285
0 0 0.972
114 middl_class 6
0.00119 0 0.0358
0 0 0.963
115 creat_job 4
0.000796 0.000199 0.0211
0.000796 0 0.977
116 american_peopl 20
0.0213 0 0.0677
0.00139 0 0.91
117 __NUM___centuri 22
0.00896 0 0.0734
0.0109 0 0.907
118 wage_job 9
0.00219 0 0.0239
0.0135 0 0.96
119 __MONEY___billion 15
0 0 0.0199
0.000199 0 0.98
120 renew_sourc 4
0 0 0.00219
0 0 0.998
121 green_job 9
0 0 0.00119
0 0 0.999
122 solar_panel 17
0 0 0.00398
0 0 0.996
123 wind_turbin 2
0 0 0.000597
0 0 0.999
124 middl_east 18
0.00498 0 0.00816
0 0 0.987
125 __NUM___centuri 32
0.647 0 0.0155
0.00259 0 0.335
126 young_worker 13
0.268 0.00259 0.00498
0.62 0 0.104
127 spend___MONEY___billion 24
0.123 0 0.00318
0.842 0 0.0316
128 health_care_system 26
0.0412 0 0
0.959 0 0
129 insur_compani 41
0.0111 0 0.000199
0.989 0 0
130 health_care_plan 38
0.00975 0 0
0.99 0 0
131 insur_compani 5
0.000597 0 0
0.999 0 0
132 health_insur 15
0.00378 0 0
0.996 0 0
133 same_kind 31
0.00637 0 0
0.994 0 0
134 health_insur 2
0.000398 0 0
1 0 0
135 prevent_care 11
0.00259 0 0
0.997 0 0
136 health_care 10
0.0338 0.000398 0.00498
0.961 0 0
137 earli_childhood 75
0.974 0 0
0.0261 0 0
138 childhood_educ 0
0.000398 0 0
1 0 0
139 higher_standard 23
0.00378 0 0.000199
0.996 0 0
140 wall_street 81
0.00876 0 0.991
0.000398 0 0.000199
141 demand_account 63
0 0 0.0959
0 0 0.904
142 wall_street 2
0 0 0.00279
0 0 0.997
143 spend_monei 55
0.000199 0 0.048
0 0 0.952
144 feder_budget 8
0 0 0.00776
0 0 0.992
145 cost___MONEY__ 28
0 0 0.0165
0 0 0.983
146 __MONEY___billion 0
0 0 0.000995
0 0 0.999
147 iraqi_govern 5
0 0 0.00338
0 0 0.997
148 wall_street 41
0.0111 0 0.0414
0 0 0.947
149 __NUM___centuri 39
0.245 0 0.0271
0.00935 0 0.718
150 american_dream 14
0.117 0.000199 0.0167
0.235 0 0.631
151 futur_gener 79
0.233 0 0.0977
0.236 0 0.433
152 american_peopl 129
0.375 0 0.178
0.224 0 0.224
153 unit_state 213
0.678 0 0.135
0.177 0 0.0107
154 middl_class 42
0.168 0.00398 0.078
0.68 0 0.0697
155 health_care 17
0.0898 0.00119 0.0171
0.793 0.00299 0.0963
156 god_bless 62
0.361 0 0
0.639 0 0
157 god_bless_america 5
0.0211 0 0
0.979 0 0
__END_OF_SPEECH__ 25