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Barack Obama

This speech titled 2012.08.14.644.Marshalltown.IA originally had 4708 tokens. In its cue-lag representation, it has 139 cue terms and an average lag of 29.5. 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 famili_farm 305
✓
0.999 0.000199 0.00119
✗
0 0 0
2 __NUM___dai 61
✓
0.26 0 0.00139
✗
0.738 0 0
3 polit_parti 37
✓
0.149 0 0
✗
0.851 0 0
4 vote_booth 59
✓
0.249 0 0.000199
✗
0.751 0 0
5 year_ago 36
✓
0.146 0 0.0639
✗
0.79 0 0.000199
6 health_care 58
✓
0.308 0 0.00299
✗
0.686 0 0.00279
7 colleg_educ 3
✓
0.0241 0 0
✗
0.974 0 0.00219
8 financi_crisi 14
✓
0.0223 0 0.681
✗
0.294 0 0.00279
9 great_depress 3
✓
0.00876 0 0.0145
✗
0.303 0 0.674
10 work_hard 10
✓
0.143 0 0.0231
✗
0.293 0 0.541
11 countri_back 183
✓
0.0766 0.000398 0.666
✗
0.0235 0 0.233
12 year_ago 16
✓
0.00219 0 0.129
✗
0.0215 0 0.848
13 great_depress 9
✓
0 0 0.0591
✗
0.00219 0 0.939
14 million_job 3
✓
0 0.000199 0.0135
✗
0 0 0.986
15 manufactur_job 9
✓
0 0 0.0308
✗
0 0 0.969
16 auto_industri 3
✓
0.000597 0 0.0135
✗
0 0 0.986
17 move_forward 22
✓
0.16 0.000199 0.0645
✗
0.000796 0 0.775
18 unit_state 285
✓
0.89 0 0.0609
✗
0.031 0 0.0181
19 hold_back 9
✓
0.0511 0.000199 0.0127
✗
0.868 0 0.0677
20 run_mate 62
✓
0.328 0 0.00697
✗
0.661 0 0.00478
21 good_man 11
✓
0.0633 0 0
✗
0.937 0 0
22 famili_man 5
✓
0.0229 0 0
✗
0.977 0 0
23 big_bank 74
✓
0.0559 0 0.821
✗
0.123 0 0.000199
24 wall_street 18
✓
0.00239 0 0.212
✗
0.0137 0 0.772
25 tax_cut 8
✓
0.000199 0.000398 0.0462
✗
0.000398 0 0.953
26 __MONEY___trillion 19
✓
0 0 0.0649
✗
0 0 0.935
27 tax_cut 1
✓
0 0 0.00478
✗
0 0 0.995
28 middl_class 71
✓
0.00716 0.000199 0.229
✗
0 0 0.764
29 class_famili 0
✓
0.000199 0 0.00318
✗
0.00637 0 0.99
30 good_idea 15
✓
0.0521 0.000199 0.0466
✗
0.00597 0 0.895
31 school_system 85
✓
0.14 0.00139 0.245
✗
0.0285 0 0.585
32 tax_break 32
✓
0.000199 0 0.269
✗
0.000398 0 0.731
33 make___MONEY__ 3
✓
0 0 0.0113
✗
0 0 0.989
34 __MONEY___million 0
✓
0.000199 0 0.00219
✗
0 0 0.998
35 sale_pitch 21
✓
0.000398 0 0.0665
✗
0 0 0.933
36 creat_job 40
✓
0.00378 0.000199 0.138
✗
0 0 0.858
37 middl_class 30
✓
0.00299 0 0.0963
✗
0.000597 0.000199 0.9
38 averag_famili 10
✓
0.000199 0 0.0378
✗
0 0 0.962
39 pai___MONEY__ 7
✓
0 0 0.0285
✗
0 0 0.972
40 incom_tax 23
✓
0 0.00358 0.0826
✗
0 0 0.914
41 make___MONEY__ 7
✓
0 0 0.0271
✗
0 0.00259 0.97
42 small_busi 14
✓
0.000199 0.000398 0.0529
✗
0 0.00239 0.944
43 top___NUM___percent 19
✓
0 0 0.0623
✗
0 0.000398 0.937
44 tax_cut 7
✓
0.000199 0.000199 0.0279
✗
0 0.000398 0.971
45 taxpay_dollar 52
✓
0.0862 0 0.156
✗
0 0 0.758
46 trillion_dollar 5
✓
0 0 0.105
✗
0 0 0.895
47 feder_spend 3
✓
0 0 0.0103
✗
0 0 0.99
48 trillion_dollar 3
✓
0 0 0.0111
✗
0 0 0.989
49 clean_energi 63
✓
0.0233 0 0.198
✗
0 0 0.779
50 middl_class 22
✓
0.00537 0.000199 0.0903
✗
0.00736 0 0.897
51 bill_clinton 29
✓
0 0 0.115
✗
0 0 0.885
52 creat___NUM__ 3
✓
0.000199 0 0.0135
✗
0 0 0.986
53 __NUM___million 0
✓
0.00139 0 0.00159
✗
0.000199 0 0.997
54 rich_peopl 26
✓
0.0201 0 0.09
✗
0.00139 0 0.889
55 construct_worker 15
✓
0.0279 0 0.0492
✗
0.0175 0 0.905
56 middl_class 127
✓
0.143 0.00119 0.368
✗
0.0101 0 0.478
57 move_forward 28
✓
0.0728 0 0.101
✗
0.114 0 0.713
58 unit_state 20
✓
0.036 0 0.0969
✗
0.133 0 0.734
59 million_job 22
✓
0 0.00119 0.231
✗
0.000796 0 0.767
60 american_worker 17
✓
0.000199 0 0.0605
✗
0 0.000199 0.939
61 auto_industri 8
✓
0 0 0.0269
✗
0 0 0.973
62 american_manufactur 8
✓
0 0 0.0273
✗
0 0 0.973
63 tax_code 24
✓
0 0 0.0856
✗
0 0 0.914
64 tax_break 9
✓
0 0 0.0344
✗
0 0 0.966
65 job_oversea 6
✓
0 0 0.0231
✗
0 0 0.977
66 tax_break 3
✓
0 0 0.0149
✗
0 0 0.985
67 unit_state 9
✓
0.00418 0 0.0334
✗
0 0 0.962
68 american_worker 5
✓
0 0 0.0265
✗
0.000796 0 0.973
69 privat_sector 21
✓
0.000199 0 0.0718
✗
0 0 0.928
70 job_back 60
✓
0.00975 0 0.199
✗
0 0 0.791
71 unit_state 12
✓
0.00498 0 0.042
✗
0.00537 0 0.948
72 wind_power 14
✓
0 0 0.0293
✗
0 0 0.971
73 wind_farm 6
✓
0.00517 0 0.000199
✗
0 0 0.995
74 tax_credit 56
✓
0.000199 0 0.00677
✗
0.000199 0 0.993
75 wind_power 5
✓
0 0 0.000597
✗
0 0 0.999
76 run_mate 65
✓
0.000995 0 0.00358
✗
0 0 0.995
77 month_ago 16
✓
0 0 0.000597
✗
0.000597 0 0.999
78 energi_polici 6
✓
0 0 0.000597
✗
0 0 0.999
79 wind_power 19
✓
0 0 0.000995
✗
0 0 0.999
80 __NUM___job 67
✓
0 0 0.00418
✗
0 0 0.996
81 wind_energi 95
✓
0 0 0.00478
✗
0 0 0.995
82 past___NUM___year 3
✓
0 0 0
✗
0 0 1
83 __NUM___million 24
✓
0 0 0.00259
✗
0 0 0.997
84 renew_energi 5
✓
0 0 0.000199
✗
0 0 1
85 wind_power 18
✓
0 0 0.00119
✗
0 0 0.999
86 american_job 23
✓
0 0 0.00119
✗
0 0 0.999
87 tax_credit 11
✓
0 0 0
✗
0 0 1
88 __MONEY___billion 17
✓
0 0 0.000398
✗
0 0 1
89 taxpay_subsidi 2
✓
0 0 0.000199
✗
0 0 1
90 oil_compani 6
✓
0 0 0.000199
✗
0 0 1
91 renew_energi 21
✓
0.043 0 0.000199
✗
0 0 0.957
92 put_peopl 11
✓
0.455 0 0.0235
✗
0.0406 0 0.481
93 bin_laden 36
✓
0.579 0 0.00677
✗
0.412 0 0.00299
94 troop_home 7
✓
0.0444 0 0
✗
0.955 0 0.000995
95 put_peopl 109
✓
0.412 0 0.0149
✗
0.573 0 0
96 polic_offic 13
✓
0.0681 0 0.00418
✗
0.92 0 0.00736
97 construct_worker 14
✓
0.0597 0 0.0133
✗
0.919 0 0.00836
98 rural_commun 23
✓
0.132 0 0.000796
✗
0.866 0 0.00199
99 put_peopl 8
✓
0.0382 0 0.0119
✗
0.948 0 0.00219
100 long_run 53
✓
0.189 0.00119 0.137
✗
0.662 0 0.0105
101 young_peopl 99
✓
0.514 0 0.00179
✗
0.483 0 0.00119
102 north_carolina 9
✓
0.0462 0 0
✗
0.954 0 0.000199
103 school_district 23
✓
0.106 0 0
✗
0.894 0 0
104 creat___NUM__ 20
✓
0.0858 0 0.0287
✗
0.886 0 0
105 __NUM___million 0
✓
0.00716 0 0.000398
✗
0.967 0 0.0259
106 commun_colleg 4
✓
0.0462 0 0
✗
0.954 0 0
107 young_peopl 25
✓
0.125 0 0.000995
✗
0.874 0 0
108 year_colleg 17
✓
0.0852 0 0
✗
0.915 0 0
109 commun_colleg 8
✓
0.042 0 0
✗
0.958 0 0
110 higher_educ 13
✓
0.0595 0 0
✗
0.94 0 0
111 __NUM___centuri 16
✓
0.0724 0 0
✗
0.928 0 0
112 young_person 8
✓
0.0418 0 0
✗
0.958 0 0
113 repeal_obamacar 28
✓
0.152 0 0
✗
0.848 0 0
114 young_peopl 44
✓
0.00617 0 0
✗
0.994 0 0
115 prescript_drug 25
✓
0.00279 0 0
✗
0.997 0 0
116 prevent_care 17
✓
0.000995 0 0
✗
0.999 0 0
117 insur_compani 7
✓
0.000597 0 0
✗
0.999 0 0
118 fine_print 14
✓
0.00139 0 0
✗
0.999 0 0
119 __NUM___year 10
✓
0.0533 0 0.00318
✗
0.943 0 0
120 suprem_court 15
✓
0.0358 0 0.000597
✗
0.963 0 0.000597
121 move_forward 11
✓
0.175 0 0.113
✗
0.711 0 0.000995
122 wall_street 37
✓
0.327 0 0.399
✗
0.184 0 0.09
123 young_peopl 54
✓
0.507 0 0.0227
✗
0.397 0 0.0732
124 __NUM___month 56
✓
0.247 0 0.0798
✗
0.623 0 0.0505
125 rais_monei 30
✓
0.116 0.00338 0.1
✗
0.678 0 0.102
126 __MONEY___million 7
✓
0.0376 0.000398 0.0295
✗
0.741 0.00219 0.19
127 same_thing 74
✓
0.226 0.000199 0.204
✗
0.435 0 0.135
128 american_peopl 90
✓
0.526 0 0.0314
✗
0.404 0 0.0384
129 pai_attent 8
✓
0.0464 0 0.0107
✗
0.881 0 0.0615
130 american_peopl 94
✓
0.418 0 0.000398
✗
0.582 0 0
131 peopl_start 0
✓
0.00438 0 0
✗
0.996 0 0
132 power_forc 29
✓
0.125 0 0.000199
✗
0.875 0 0
133 bring_home 128
✓
0.496 0 0
✗
0.504 0 0
134 young_peopl 15
✓
0.0714 0 0.00318
✗
0.925 0 0
135 singl_dai 70
✓
0.289 0 0.00418
✗
0.706 0 0.000398
136 phone_call 67
✓
0.294 0 0
✗
0.706 0 0
137 middl_class 21
✓
0.0973 0.000199 0.0117
✗
0.891 0 0
138 god_bless 22
✓
0.114 0 0
✗
0.886 0 0
139 god_bless_america 2
✓
0.0111 0 0
✗
0.989 0 0
__END_OF_SPEECH__ 4