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  5. 2008.10.08

Barack Obama

This speech titled 2008.10.08 originally had 3148 tokens. In its cue-lag representation, it has 124 cue terms and an average lag of 22.9. 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 stock_market 20
✓
0.000199 0.000398 0.999
✗
0 0 0
2 financi_crisi 6
✓
0.000199 0 0.0561
✗
0 0 0.944
3 same_thing 6
✓
0.00199 0 0.0567
✗
0 0 0.941
4 feder_reserv 12
✓
0 0 0.0529
✗
0 0 0.947
5 global_financi 17
✓
0.000199 0 0.0203
✗
0 0 0.98
6 financi_crisi 0
✓
0 0 0.00199
✗
0 0 0.998
7 major_financi 35
✓
0 0 0.0265
✗
0 0 0.974
8 financi_institut 0
✓
0 0 0.00179
✗
0 0 0.998
9 credit_market 37
✓
0.000199 0.000597 0.0277
✗
0 0 0.972
10 rippl_effect 8
✓
0.00378 0.0525 0.0163
✗
0.000199 0.000597 0.927
11 million_job 61
✓
0.00279 0.0428 0.16
✗
0 0.0438 0.751
12 colleg_educ 78
✓
0.995 0 0.000597
✗
0.00179 0.000398 0.00199
13 tough_time 40
✓
0.148 0 0.0161
✗
0.834 0 0.00139
14 unit_state 49
✓
0.132 0 0.203
✗
0.653 0 0.0123
15 great_challeng 15
✓
0.0277 0.00557 0.142
✗
0.621 0 0.204
16 product_worker 77
✓
0 0.994 0.000199
✗
0.000398 0.00517 0
17 small_busi 59
✓
0.000796 0.0426 0.000796
✗
0 0.956 0.000199
18 american_centuri 27
✓
0.0163 0.0203 0.00159
✗
0.000796 0.96 0.000597
19 john_mccain 75
✓
0.531 0.00338 0.412
✗
0.0109 0.0404 0.00279
20 senat_mccain 50
✓
0.223 0.00398 0.0167
✗
0.522 0.0183 0.217
21 health_care 15
✓
0.2 0.000199 0.00378
✗
0.739 0.00577 0.0517
22 senat_mccain 24
✓
0.044 0.000398 0.000199
✗
0.929 0.00318 0.0233
23 health_care_plan 11
✓
0.0287 0 0
✗
0.97 0.000199 0.000995
24 bui_health 17
✓
0.00657 0 0
✗
0.993 0 0
25 health_care 0
✓
0.000398 0 0
✗
1 0 0
26 tax_credit 31
✓
0.0117 0 0.000995
✗
0.987 0 0
27 health_care_plan 19
✓
0.00637 0 0
✗
0.993 0 0.000199
28 cost___MONEY__ 2
✓
0.00139 0 0.000995
✗
0.997 0 0.000199
29 senat_mccain 5
✓
0.00199 0 0.000199
✗
0.997 0 0.000398
30 __NUM___million_american 13
✓
0.00378 0.000199 0
✗
0.996 0 0
31 health_insur 5
✓
0.00139 0 0
✗
0.999 0 0
32 insur_industri 25
✓
0.00736 0 0
✗
0.993 0 0
33 john_mccain 31
✓
0.00995 0 0.00299
✗
0.987 0 0
34 insur_compani 59
✓
0.0167 0 0
✗
0.983 0 0
35 health_care_plan 38
✓
0.00935 0 0
✗
0.991 0 0
36 insur_compani 5
✓
0.00179 0 0
✗
0.998 0 0
37 health_insur 15
✓
0.00378 0 0
✗
0.996 0 0
38 same_kind 36
✓
0.00776 0 0
✗
0.992 0 0
39 health_insur 2
✓
0.000597 0 0
✗
0.999 0 0
40 prevent_care 11
✓
0.00219 0 0
✗
0.998 0 0
41 health_care 10
✓
0.00856 0.000398 0.04
✗
0.951 0 0
42 medic_bill 34
✓
0.00458 0 0.556
✗
0.403 0 0.0358
43 senat_mccain 11
✓
0 0 0.402
✗
0.0111 0 0.586
44 mccain_campaign 0
✓
0 0 0.00975
✗
0.00219 0 0.988
45 final_week 22
✓
0 0 0.0241
✗
0 0 0.976
46 john_mccain 33
✓
0 0 0.0245
✗
0 0 0.976
47 life_save 24
✓
0 0 0.0169
✗
0 0 0.983
48 john_mccain 8
✓
0 0 0.00796
✗
0 0 0.992
49 georg_bush 13
✓
0 0 0.00856
✗
0 0 0.991
50 bush_polici 0
✓
0 0 0.000398
✗
0 0 1
51 econom_theori 9
✓
0.0129 0 0.223
✗
0 0 0.764
52 john_mccain 30
✓
0.00119 0.000199 0.132
✗
0.000995 0 0.865
53 wall_street 15
✓
0.00179 0 0.457
✗
0 0 0.541
54 econom_polici 23
✓
0 0 0.205
✗
0 0 0.795
55 wall_street 3
✓
0 0 0.045
✗
0 0 0.955
56 main_street 2
✓
0 0 0.00955
✗
0 0 0.99
57 corpor_ceo 33
✓
0 0 0.0525
✗
0 0 0.947
58 econom_crisi 32
✓
0.000597 0 0.0374
✗
0 0 0.962
59 ga_price 77
✓
0 0 0.0758
✗
0 0 0.924
60 million_job 4
✓
0 0 0.00557
✗
0 0 0.994
61 budget_cut 14
✓
0 0 0.00975
✗
0 0 0.99
62 tax_increas 2
✓
0 0 0.00279
✗
0 0 0.997
63 unemploy_benefit 6
✓
0 0 0.00458
✗
0 0 0.995
64 john_mccain 48
✓
0.0177 0.155 0.327
✗
0 0 0.5
65 tax_cut 6
✓
0.000995 0.646 0.0358
✗
0.000398 0.154 0.163
66 fortun___NUM__ 11
✓
0 0.155 0.000597
✗
0 0.794 0.05
67 tax_cut 4
✓
0 0.0257 0.000796
✗
0 0.944 0.0293
68 __NUM___million_american 7
✓
0 0.0265 0
✗
0 0.965 0.00836
69 tax_cut 8
✓
0 0.00716 0.000995
✗
0 0.986 0.00617
70 tax_increas 21
✓
0 0.0227 0.000199
✗
0 0.977 0
71 payrol_tax 7
✓
0 0.00577 0
✗
0 0.994 0
72 incom_tax 4
✓
0 0.00338 0
✗
0 0.997 0
73 capit_gain 4
✓
0 0.00259 0
✗
0 0.997 0
74 gain_tax 0
✓
0 0.000597 0
✗
0 0.999 0
75 rais_tax 17
✓
0 0.00796 0.000995
✗
0 0.991 0
76 __MONEY___million 11
✓
0.000398 0.00756 0.00179
✗
0 0.989 0.000796
77 tax_cut 2
✓
0 0.00199 0
✗
0 0.996 0.00199
78 capit_gain 10
✓
0 0.00816 0
✗
0 0.992 0
79 gain_tax 0
✓
0 0.000796 0
✗
0 0.999 0
80 small_busi 3
✓
0 0.00199 0.0249
✗
0 0.973 0.000398
81 john_mccain 20
✓
0.00318 0.000398 0.94
✗
0 0.0306 0.0263
82 tax_break 4
✓
0 0 0.0712
✗
0.000199 0.000796 0.928
83 job_oversea 7
✓
0 0 0.0388
✗
0 0 0.961
84 tax_break 10
✓
0 0 0.0396
✗
0 0 0.96
85 good_job 8
✓
0.00756 0.000398 0.0273
✗
0 0 0.965
86 unit_state 3
✓
0.00259 0 0.0223
✗
0.00657 0 0.969
87 senat_mccain 10
✓
0.000796 0.00259 0.0492
✗
0.00239 0 0.945
88 econom_crisi 5
✓
0.0141 0 0.39
✗
0.000398 0.000199 0.595
89 __NUM___centuri 63
✓
0.0492 0 0.652
✗
0.00338 0 0.295
90 wage_job 9
✓
0.00239 0 0.0543
✗
0.0302 0 0.913
91 __MONEY___billion 15
✓
0 0 0.0366
✗
0.000597 0 0.963
92 renew_sourc 4
✓
0 0 0.00199
✗
0 0 0.998
93 green_job 9
✓
0 0 0.00139
✗
0 0 0.999
94 solar_panel 17
✓
0 0 0.00537
✗
0 0 0.995
95 wind_turbin 2
✓
0 0 0.000597
✗
0 0 0.999
96 middl_east 18
✓
0.0894 0 0.00597
✗
0 0 0.905
97 __NUM___centuri 32
✓
0.574 0 0.0159
✗
0.0876 0 0.322
98 earli_childhood 61
✓
0.378 0 0
✗
0.622 0 0
99 childhood_educ 0
✓
0.000199 0 0
✗
1 0 0
100 higher_standard 23
✓
0.00597 0 0
✗
0.994 0 0
101 wall_street 80
✓
0.00697 0 0.993
✗
0.000398 0 0
102 demand_account 63
✓
0 0 0.0963
✗
0 0 0.904
103 wall_street 2
✓
0 0 0.00119
✗
0 0 0.999
104 spend_monei 55
✓
0.000199 0 0.0531
✗
0 0 0.947
105 feder_budget 8
✓
0 0 0.00716
✗
0 0 0.993
106 cost___MONEY__ 28
✓
0 0 0.0219
✗
0 0 0.978
107 __MONEY___billion 0
✓
0 0 0.000796
✗
0 0 0.999
108 iraqi_govern 5
✓
0 0 0.00597
✗
0 0 0.994
109 __MONEY___billion 4
✓
0 0.000199 0.00478
✗
0 0 0.995
110 wall_street 33
✓
0.00159 0 0.035
✗
0 0 0.963
111 __NUM___centuri 39
✓
0.0326 0 0.031
✗
0.00119 0 0.935
112 american_dream 14
✓
0.0119 0 0.0151
✗
0.0293 0 0.944
113 main_street 60
✓
0.000199 0 0.0917
✗
0 0 0.908
114 wall_street 2
✓
0.000597 0 0.00279
✗
0.000199 0 0.996
115 futur_gener 50
✓
0.132 0 0.0704
✗
0.000796 0 0.797
116 american_peopl 129
✓
0.255 0 0.215
✗
0.0607 0 0.469
117 unit_state 213
✓
0.217 0 0.499
✗
0.0482 0 0.236
118 main_street 60
✓
0 0 0.377
✗
0.000398 0 0.622
119 wall_street 2
✓
0 0 0.00458
✗
0.000199 0 0.995
120 tax_relief 5
✓
0 0.0225 0.0273
✗
0 0 0.95
121 middl_class 3
✓
0.195 0.00478 0.0848
✗
0.000398 0.0189 0.697
122 health_care 10
✓
0.161 0.00279 0.0287
✗
0.188 0.0175 0.603
123 god_bless 77
✓
0.761 0 0
✗
0.239 0 0
124 god_bless_america 5
✓
0.0193 0 0
✗
0.981 0 0
__END_OF_SPEECH__ 2