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  5. 2008.10.18

Barack Obama

This speech titled 2008.10.18 originally had 3754 tokens. In its cue-lag representation, it has 166 cue terms and an average lag of 20.4. 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 econom_crisi 11
✓
0.00279 0 0.997
✗
0 0 0
2 great_depress 8
✓
0 0 0.0293
✗
0.000199 0 0.971
3 stock_market 3
✓
0 0 0.00677
✗
0 0 0.993
4 difficult_time 127
✓
0.0175 0 0.156
✗
0 0 0.826
5 unit_state 28
✓
0.0406 0 0.048
✗
0.0159 0 0.896
6 great_challeng 15
✓
0.00498 0.00239 0.0175
✗
0.0482 0 0.927
7 product_worker 39
✓
0.000199 0.997 0
✗
0 0.00239 0.000398
8 small_busi 34
✓
0.000597 0.0223 0
✗
0 0.977 0
9 american_centuri 19
✓
0.00697 0.0109 0.000199
✗
0.000597 0.981 0
10 unit_state 46
✓
0.156 0 0.837
✗
0.00299 0.00199 0.00119
11 econom_crisi 10
✓
0.00239 0 0.147
✗
0.0593 0.000199 0.791
12 final_week 51
✓
0 0 0.281
✗
0 0 0.719
13 senat_mccain 7
✓
0 0 0.00836
✗
0 0 0.992
14 mccain_campaign 0
✓
0 0 0.000199
✗
0 0 1
15 american_dream 39
✓
0.0645 0 0.0257
✗
0 0 0.91
16 american_peopl 5
✓
0.00557 0 0.00935
✗
0.0617 0 0.923
17 challeng_face 21
✓
0.0149 0.000199 0.0874
✗
0.0448 0 0.853
18 middl_class 1
✓
0.00139 0.000398 0.086
✗
0.0316 0 0.881
19 class_famili 0
✓
0.000398 0.000199 0.0103
✗
0.0261 0.000398 0.963
20 american_peopl 40
✓
0.00557 0 0.0679
✗
0.00896 0 0.918
21 presid_bush 29
✓
0 0 0.0398
✗
0.000199 0 0.96
22 senat_mccain 8
✓
0 0 0.00697
✗
0 0 0.993
23 presid_bush 4
✓
0 0 0.00498
✗
0 0 0.995
24 georg_bush 9
✓
0 0 0.00816
✗
0 0 0.992
25 bush___NUM__ 0
✓
0 0 0
✗
0 0 1
26 senat_mccain 22
✓
0.000199 0 0.0139
✗
0 0 0.986
27 econom_issu 24
✓
0.00119 0 0.0151
✗
0 0 0.984
28 face_todai 2
✓
0 0 0.00378
✗
0.000995 0 0.995
29 tax_cut 28
✓
0 0.0135 0.329
✗
0 0 0.658
30 cut_tax 6
✓
0 0.00199 0.046
✗
0 0.0119 0.94
31 work_peopl 47
✓
0.000597 0 0.0983
✗
0 0 0.901
32 john_mccain 3
✓
0 0 0.00358
✗
0.000199 0 0.996
33 georg_bush 14
✓
0 0 0.0103
✗
0 0 0.99
34 bush_polici 0
✓
0 0 0.000199
✗
0 0 1
35 tax_break 6
✓
0.000199 0.00537 0.0482
✗
0 0 0.946
36 middl_class 24
✓
0.0334 0.559 0.108
✗
0 0.00517 0.294
37 senat_mccain 13
✓
0 0.237 0.00517
✗
0.000995 0.559 0.198
38 fortun___NUM__ 6
✓
0 0.133 0.000597
✗
0 0.794 0.0728
39 tax_cut 4
✓
0 0.0476 0.000398
✗
0 0.923 0.0289
40 __NUM___million_american 8
✓
0.000199 0.034 0
✗
0 0.965 0.000796
41 cut_tax 5
✓
0 0.00617 0.000199
✗
0 0.994 0
42 includ___NUM__ 26
✓
0 0.0181 0
✗
0 0.982 0
43 small_busi 3
✓
0 0.00259 0
✗
0 0.997 0
44 busi_owner 0
✓
0 0.000199 0
✗
0 1 0
45 tax_increas 6
✓
0 0.00279 0
✗
0 0.997 0
46 payrol_tax 6
✓
0 0.00398 0
✗
0 0.996 0
47 incom_tax 4
✓
0 0.00219 0
✗
0 0.998 0
48 capit_gain 4
✓
0 0.00358 0
✗
0 0.996 0
49 gain_tax 0
✓
0 0.000398 0
✗
0 1 0
50 middl_class 8
✓
0.0388 0.00279 0.565
✗
0.000796 0.389 0.00398
51 unit_state 13
✓
0.0382 0 0.375
✗
0.0277 0.0229 0.536
52 senat_mccain 3
✓
0.000995 0.00338 0.0237
✗
0.0482 0.0223 0.901
53 middl_class 5
✓
0.000597 0.000398 0.325
✗
0.000199 0.0141 0.659
54 tax_cut 1
✓
0 0.000199 0.0161
✗
0 0.0117 0.972
55 pai_tax 11
✓
0 0 0.0466
✗
0 0 0.953
56 work_peopl 8
✓
0.000199 0 0.0167
✗
0 0 0.983
57 john_mccain 14
✓
0 0 0.0109
✗
0 0 0.989
58 tax_cut 24
✓
0 0 0.0513
✗
0 0 0.949
59 work_peopl 2
✓
0 0 0.00239
✗
0 0 0.998
60 john_mccain 12
✓
0.000199 0 0.00995
✗
0 0 0.99
61 __MONEY___billion 5
✓
0 0.00119 0.0137
✗
0 0 0.985
62 tax_cut 2
✓
0 0.000398 0.0287
✗
0 0.00119 0.97
63 __MONEY___billion 9
✓
0 0.000398 0.0484
✗
0 0 0.951
64 tax_break 2
✓
0 0 0.0155
✗
0 0 0.984
65 big_oil 2
✓
0.000597 0 0.0131
✗
0 0 0.986
66 oil_compani 0
✓
0 0 0.00378
✗
0.000199 0 0.996
67 georg_bush 7
✓
0 0 0.087
✗
0 0 0.913
68 john_mccain 3
✓
0 0 0.00478
✗
0 0 0.995
69 georg_bush 15
✓
0 0 0.00935
✗
0 0 0.991
70 john_mccain 2
✓
0.000199 0 0.00159
✗
0 0 0.998
71 __NUM___dai 19
✓
0.291 0 0.167
✗
0 0 0.542
72 tax_cut 20
✓
0.00179 0.00677 0.302
✗
0.0185 0 0.671
73 american_dream 41
✓
0.0219 0.000398 0.0826
✗
0.0101 0.000597 0.884
74 senat_mccain 25
✓
0 0.0105 0.0488
✗
0.000199 0.000796 0.94
75 payrol_tax 3
✓
0 0.00299 0.00318
✗
0 0.0111 0.983
76 tax_cut 13
✓
0 0 0.0424
✗
0 0.00318 0.954
77 work_peopl 5
✓
0.000796 0 0.00856
✗
0 0 0.991
78 senat_mccain 23
✓
0.000995 0.000796 0.0211
✗
0.000398 0 0.977
79 health_care 47
✓
0.0207 0.000995 0.104
✗
0.00119 0.000398 0.873
80 john_mccain 28
✓
0.00358 0 0.0539
✗
0.00557 0 0.937
81 american_peopl 4
✓
0.0111 0 0.0342
✗
0.00736 0 0.947
82 unit_state 24
✓
0.0366 0.000199 0.367
✗
0.00836 0 0.588
83 econom_polici 12
✓
0 0 0.18
✗
0.00139 0 0.819
84 wall_street 3
✓
0 0 0.0639
✗
0 0 0.936
85 main_street 2
✓
0.000597 0 0.0105
✗
0 0 0.989
86 econom_crisi 58
✓
0.0119 0.000199 0.395
✗
0 0 0.592
87 middl_class 54
✓
0.0117 0.000995 0.278
✗
0.00259 0 0.707
88 main_street 18
✓
0 0 0.0619
✗
0 0 0.938
89 big_bank 5
✓
0.000398 0 0.0177
✗
0 0 0.982
90 wall_street 2
✓
0.000199 0 0.00915
✗
0.000199 0 0.99
91 pai_job 30
✓
0.00199 0 0.394
✗
0 0 0.604
92 million_job 9
✓
0.000398 0.00358 0.153
✗
0.000199 0 0.843
93 american_job 9
✓
0.15 0.000398 0.335
✗
0.000398 0 0.514
94 tax_credit 1
✓
0.00338 0 0.00239
✗
0.149 0 0.845
95 unit_state 11
✓
0.0111 0 0.0987
✗
0.11 0 0.78
96 tax_break 12
✓
0 0.000796 0.181
✗
0.000995 0 0.817
97 job_oversea 5
✓
0 0.00159 0.0177
✗
0 0.000597 0.98
98 good_job 7
✓
0.0223 0.11 0.0147
✗
0 0.00239 0.85
99 small_busi 11
✓
0.000398 0.855 0.00577
✗
0.000398 0.113 0.0251
100 job_creation 12
✓
0 0.0372 0.000199
✗
0 0.962 0.000995
101 capit_gain 8
✓
0 0.00597 0
✗
0 0.994 0
102 gain_tax 0
✓
0 0.000995 0
✗
0 0.999 0
103 small_busi 4
✓
0 0.00279 0
✗
0 0.997 0
104 tax_incent 11
✓
0 0.00856 0
✗
0 0.991 0
105 small_busi 7
✓
0.000199 0.00438 0.000796
✗
0 0.995 0
106 __MONEY___billion 65
✓
0.00159 0.0472 0.0243
✗
0.000199 0.927 0
107 senat_mccain 5
✓
0.000199 0.00517 0.000796
✗
0.00159 0.97 0.0221
108 local_govern 55
✓
0.000597 0.0633 0.000995
✗
0 0.934 0.00139
109 rais_tax 27
✓
0 0.0215 0.00716
✗
0 0.971 0.000398
110 __MONEY___billion 8
✓
0.000199 0.00577 0.00915
✗
0 0.977 0.00756
111 local_govern 6
✓
0.00199 0.00398 0.00279
✗
0.000199 0.975 0.0163
112 health_care 3
✓
0.0105 0.00259 0.0695
✗
0.00239 0.897 0.0185
113 million_job 18
✓
0.000796 0.00856 0.249
✗
0.000597 0.662 0.0786
114 move_forward 12
✓
0.107 0.00239 0.342
✗
0.000796 0.26 0.288
115 creat_job 50
✓
0.00299 0.00159 0.474
✗
0.00398 0.0141 0.503
116 __MONEY___billion 14
✓
0.000199 0 0.0655
✗
0 0.00139 0.933
117 renew_sourc 4
✓
0 0 0.00458
✗
0 0 0.995
118 green_job 9
✓
0 0 0.00219
✗
0 0 0.998
119 solar_panel 17
✓
0 0 0.00637
✗
0 0 0.994
120 wind_turbin 2
✓
0 0 0.00119
✗
0 0 0.999
121 middl_east 18
✓
0.00358 0 0.00856
✗
0 0 0.988
122 __NUM___centuri 32
✓
0.547 0 0.0177
✗
0.00219 0 0.433
123 spend___MONEY___billion 20
✓
0.301 0 0.00816
✗
0.513 0 0.178
124 health_care_system 26
✓
0.192 0 0
✗
0.808 0 0
125 insur_compani 41
✓
0.00876 0 0.000199
✗
0.991 0 0
126 health_care_plan 38
✓
0.0101 0 0
✗
0.99 0 0
127 insur_compani 5
✓
0.000995 0 0
✗
0.999 0 0
128 health_insur 15
✓
0.00458 0 0
✗
0.995 0 0
129 same_kind 30
✓
0.00955 0 0
✗
0.99 0 0
130 health_insur 2
✓
0.000199 0 0
✗
1 0 0
131 prevent_care 12
✓
0.00239 0 0
✗
0.998 0 0
132 health_care 10
✓
0.00279 0 0.00239
✗
0.995 0 0
133 senat_mccain 15
✓
0.00299 0.000199 0.0167
✗
0.978 0 0.00239
134 health_care_plan 10
✓
0.00159 0 0.00537
✗
0.974 0 0.0187
135 georg_bush 34
✓
0.00637 0 0.365
✗
0.605 0 0.0237
136 senat_mccain 10
✓
0.00338 0.000199 0.00517
✗
0.609 0 0.382
137 __MONEY___billion_worth 14
✓
0.0131 0 0.00577
✗
0.61 0.000199 0.371
138 health_care 55
✓
0.351 0.000597 0.0111
✗
0.611 0 0.0257
139 drug_compani 31
✓
0.0496 0.000199 0.000199
✗
0.946 0 0.00418
140 earli_childhood 75
✓
0.976 0 0
✗
0.0237 0 0
141 childhood_educ 0
✓
0.000398 0 0
✗
1 0 0
142 higher_standard 23
✓
0.00577 0 0
✗
0.994 0 0
143 special_interest 53
✓
0.949 0 0.0147
✗
0.036 0 0
144 young_peopl 6
✓
0.0299 0 0.00876
✗
0.958 0 0.00299
145 special_interest 5
✓
0.0191 0 0.0547
✗
0.914 0 0.0121
146 wall_street 76
✓
0.00816 0 0.914
✗
0.0201 0 0.0579
147 demand_account 63
✓
0 0 0.121
✗
0 0 0.879
148 wall_street 2
✓
0 0 0.00279
✗
0 0 0.997
149 spend_monei 55
✓
0 0 0.0486
✗
0 0 0.951
150 feder_budget 8
✓
0 0 0.00856
✗
0 0 0.991
151 trillion_dollar 32
✓
0.000199 0 0.8
✗
0 0 0.199
152 wall_street 32
✓
0.0247 0 0.105
✗
0 0 0.87
153 __NUM___centuri 39
✓
0.336 0 0.0354
✗
0.0213 0 0.607
154 american_dream 14
✓
0.12 0 0.0191
✗
0.335 0 0.525
155 futur_gener 79
✓
0.24 0.000199 0.0884
✗
0.309 0 0.363
156 american_peopl 129
✓
0.415 0.000199 0.159
✗
0.265 0 0.161
157 __NUM___dai 123
✓
0.535 0 0.0671
✗
0.364 0 0.0338
158 hillari_clinton 41
✓
0.102 0.00159 0.145
✗
0.664 0 0.0876
159 unit_state 168
✓
0.262 0 0.58
✗
0.118 0 0.039
160 main_street 60
✓
0.000199 0 0.504
✗
0.000597 0 0.495
161 wall_street 2
✓
0 0 0.00776
✗
0.000199 0 0.992
162 tax_relief 5
✓
0.000199 0.0185 0.0289
✗
0 0 0.952
163 middl_class 3
✓
0.188 0.00458 0.0888
✗
0.000199 0.0151 0.703
164 health_care 10
✓
0.156 0.00259 0.0275
✗
0.18 0.0133 0.62
165 god_bless 77
✓
0.774 0 0
✗
0.226 0 0
166 god_bless_america 5
✓
0.0209 0 0
✗
0.979 0 0
__END_OF_SPEECH__ 2