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  5. 2007.12.05.remarks_on_wall_street_on_housing_crisis

Hillary Clinton

This speech titled 2007.12.05.remarks_on_wall_street_on_housing_crisis originally had 4774 tokens. In its cue-lag representation, it has 171 cue terms and an average lag of 24.6. 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 wall_street 114
✓
0.166 0.826 0.00876
✗
0 0 0
2 financi_capit 61
✓
0.198 0.0197 0.279
✗
0.154 0.34 0.00915
3 creat_wealth 28
✓
0.119 0.00657 0.0579
✗
0.324 0.22 0.273
4 fellow_citizen 23
✓
0.427 0.00398 0.00179
✗
0.389 0.0848 0.0931
5 critic_import 44
✓
0.14 0.0923 0.00119
✗
0.658 0.0804 0.0281
6 global_economi 9
✓
0.00995 0.363 0.000398
✗
0.451 0.174 0.00199
7 wall_street 3
✓
0.00199 0.0989 0
✗
0.364 0.535 0
8 financ_capit 18
✓
0.0237 0.0125 0.00119
✗
0.358 0.604 0
9 econom_system 12
✓
0.00498 0.0171 0.00119
✗
0.371 0.605 0.000796
10 work_hard 18
✓
0.0299 0.332 0
✗
0.0261 0.612 0.000199
11 home_foreclosur 10
✓
0 0.0623 0
✗
0.00358 0.934 0
12 wall_street 11
✓
0 0.0117 0
✗
0.000398 0.988 0
13 signific_impact 7
✓
0.000995 0.00836 0.00159
✗
0 0.989 0
14 daili_live 33
✓
0.00259 0.0304 0.00239
✗
0.000199 0.963 0.000995
15 home_foreclosur 9
✓
0 0.0143 0
✗
0 0.986 0
16 american_famili 5
✓
0 0.00517 0
✗
0 0.995 0
17 american_worker 23
✓
0 0.0211 0
✗
0 0.979 0
18 famili_incom 14
✓
0.000199 0.0149 0
✗
0 0.985 0
19 health_care_cost 47
✓
0.000398 0.0482 0
✗
0 0.951 0
20 energi_price 19
✓
0 0.0155 0
✗
0 0.984 0
21 peopl_live 3
✓
0 0.00338 0
✗
0 0.997 0
22 ga_price 1
✓
0 0.00259 0
✗
0 0.997 0
23 pai___MONEY__ 21
✓
0 0.0193 0
✗
0 0.981 0
24 __NUM___time 18
✓
0.000199 0.0167 0
✗
0 0.983 0
25 bush_tax_cut 8
✓
0 0.00796 0
✗
0 0.992 0
26 hous_crisi 10
✓
0.000796 0.00557 0
✗
0 0.994 0
27 work_hard 3
✓
0.000199 0.00378 0
✗
0.000597 0.995 0
28 spent_year 10
✓
0 0.0103 0
✗
0.000398 0.989 0
29 middl_class 32
✓
0 0.0285 0
✗
0 0.972 0
30 class_famili 0
✓
0.000199 0.000597 0
✗
0 0.999 0
31 recent_month 19
✓
0 0.0187 0
✗
0 0.981 0
32 nation_debt 21
✓
0 0.0203 0
✗
0 0.98 0
33 econom_problem 3
✓
0 0.00239 0
✗
0 0.998 0
34 wall_street 5
✓
0 0.00458 0
✗
0 0.995 0
35 long_shot 6
✓
0.000597 0.00856 0
✗
0 0.991 0
36 wall_street 13
✓
0 0.0165 0
✗
0 0.983 0
37 main_street 2
✓
0 0.00159 0
✗
0 0.998 0
38 wall_street 27
✓
0 0.0205 0
✗
0 0.98 0
39 hous_crisi 16
✓
0 0.0149 0
✗
0 0.985 0
40 rate_system 15
✓
0.000597 0.0137 0.000597
✗
0 0.985 0
41 wall_street 16
✓
0.000199 0.0123 0
✗
0 0.987 0
42 econom_polici 15
✓
0 0.0107 0
✗
0 0.989 0
43 middl_class 6
✓
0.000199 0.00716 0
✗
0 0.993 0
44 wide_share 6
✓
0.000199 0.00617 0.000199
✗
0 0.993 0
45 wall_street 16
✓
0 0.0143 0
✗
0 0.986 0
46 fair_share 29
✓
0.00935 0.0283 0.000398
✗
0 0.962 0
47 middl_class 4
✓
0.000398 0.00597 0
✗
0.00856 0.985 0
48 health_care 8
✓
0.00259 0.00577 0
✗
0.00836 0.983 0
49 wall_street 51
✓
0 0.0559 0
✗
0 0.944 0
50 middl_class 15
✓
0.000199 0.0145 0
✗
0 0.985 0
51 class_famili 0
✓
0 0.000995 0
✗
0 0.999 0
52 wall_street 8
✓
0 0.00597 0
✗
0 0.994 0
53 financi_system 122
✓
0.0227 0.124 0.00816
✗
0 0.845 0
54 __NUM___million 45
✓
0.00577 0.0579 0
✗
0.00816 0.928 0
55 middl_class 51
✓
0.000796 0.0625 0
✗
0.000597 0.936 0
56 class_famili 0
✓
0 0.000995 0
✗
0.00139 0.998 0
57 medic_bill 44
✓
0.0291 0.0424 0
✗
0.000796 0.928 0
58 pai_job 70
✓
0.216 0.0513 0.000398
✗
0.0185 0.714 0
59 interest_rate 29
✓
0.0251 0.0374 0
✗
0.191 0.747 0
60 pai_job 36
✓
0.0464 0.0223 0.000796
✗
0.185 0.745 0
61 hous_crisi 51
✓
0.000597 0.263 0
✗
0.00577 0.731 0
62 crime_rate 17
✓
0.000199 0.0165 0
✗
0.00239 0.981 0
63 cut_tax 7
✓
0 0.00657 0
✗
0.000199 0.993 0
64 hous_crisi 12
✓
0.000199 0.0121 0
✗
0 0.988 0
65 middl_class 25
✓
0 0.0175 0
✗
0 0.982 0
66 class_famili 0
✓
0 0.000597 0
✗
0 0.999 0
67 home_equiti 4
✓
0 0.00438 0
✗
0 0.996 0
68 dispos_incom 14
✓
0 0.0145 0
✗
0 0.985 0
69 hous_price 5
✓
0 0.00478 0
✗
0 0.995 0
70 medic_bill 15
✓
0 0.0109 0
✗
0 0.989 0
71 colleg_tuition 5
✓
0.000199 0.00557 0
✗
0 0.994 0
72 middl_class 104
✓
0 0.0997 0
✗
0 0.9 0
73 class_famili 0
✓
0 0.00199 0
✗
0 0.998 0
74 global_financi 7
✓
0 0.00776 0
✗
0 0.992 0
75 financi_market 0
✓
0 0.000796 0
✗
0 0.999 0
76 riski_loan 4
✓
0 0.00478 0
✗
0 0.995 0
77 mortgag_compani 9
✓
0 0.00716 0
✗
0 0.993 0
78 financi_firm 3
✓
0.000995 0.00458 0.000796
✗
0.000199 0.993 0
79 central_bank 18
✓
0.00259 0.0179 0.00119
✗
0.000199 0.978 0.000597
80 hous_crisi 56
✓
0.000398 0.0583 0
✗
0.000199 0.941 0
81 fine_print 48
✓
0.000398 0.0454 0
✗
0 0.954 0
82 rate_agenc 40
✓
0.00637 0.0406 0.000398
✗
0.000199 0.952 0
83 wall_street 66
✓
0.000199 0.072 0
✗
0.000199 0.928 0
84 balanc_sheet 16
✓
0.00179 0.0163 0.0113
✗
0.000398 0.97 0.000199
85 wall_street 12
✓
0 0.0251 0
✗
0 0.975 0
86 common_sens 7
✓
0 0.00697 0.000398
✗
0 0.993 0
87 wall_street 15
✓
0 0.0117 0
✗
0 0.988 0
88 good_thing 56
✓
0.0597 0.0414 0.0109
✗
0 0.888 0
89 hous_market 5
✓
0.00716 0.0107 0.000398
✗
0.0525 0.921 0.00776
90 home_ownership 1
✓
0.59 0 0.00119
✗
0.0752 0.327 0.00637
91 american_dream 7
✓
0.107 0.00119 0
✗
0.648 0.245 0
92 record___NUM__ 8
✓
0.0886 0.00139 0.00239
✗
0.727 0.181 0
93 credit_crunch 101
✓
0.187 0.236 0.115
✗
0.316 0.145 0.00199
94 global_economi 20
✓
0.0639 0.05 0.0137
✗
0.411 0.366 0.0953
95 solv_problem 47
✓
0.0981 0.0699 0.0746
✗
0.298 0.365 0.0949
96 treasuri_secretari 8
✓
0.00139 0.513 0.000597
✗
0.0233 0.433 0.0291
97 wall_street 13
✓
0 0.0655 0
✗
0.000995 0.934 0
98 mortgag_servic 35
✓
0 0.0326 0.000398
✗
0.000398 0.967 0
99 wall_street 76
✓
0.000796 0.0691 0
✗
0.000398 0.93 0
100 __NUM___dai 96
✓
0.0295 0.0901 0.0468
✗
0 0.834 0
101 rate_mortgag 49
✓
0 0.115 0
✗
0 0.885 0
102 rate_loan 21
✓
0 0.0161 0
✗
0 0.984 0
103 __MONEY___billion 9
✓
0 0.00896 0
✗
0 0.991 0
104 monthli_payment 16
✓
0 0.0153 0
✗
0 0.985 0
105 hous_market 25
✓
0.000199 0.0201 0.000398
✗
0 0.979 0
106 media_coverag 67
✓
0.0635 0.048 0.205
✗
0.000398 0.683 0.000199
107 __NUM___dai 25
✓
0.0173 0.036 0.0199
✗
0.0436 0.697 0.186
108 mortgag_servic 64
✓
0.00159 0.304 0.000597
✗
0.000199 0.686 0.00756
✗
0.000796 0.913 0.00438
110 put_forward 62
✓
0 0.0766 0
✗
0 0.923 0
111 mortgag_broker 8
✓
0 0.00637 0
✗
0 0.994 0
112 bush_administr 48
✓
0.00597 0.0402 0.0346
✗
0 0.919 0
113 recent_year 67
✓
0.0597 0.0706 0.00199
✗
0.00378 0.857 0.00697
114 lend_practic 27
✓
0.000199 0.0945 0.000199
✗
0.000199 0.904 0.000398
115 prime_mortgag 47
✓
0.000199 0.0452 0
✗
0 0.955 0
116 mortgag_payment 63
✓
0 0.0539 0
✗
0 0.946 0
117 interest_rate 18
✓
0 0.0159 0
✗
0 0.984 0
118 mortgag_servic 31
✓
0 0.0302 0
✗
0 0.97 0
119 econom_problem 45
✓
0 0.0404 0.000796
✗
0 0.959 0
120 wall_street 17
✓
0 0.0173 0
✗
0 0.983 0
121 share_prosper 87
✓
0.042 0.082 0
✗
0 0.876 0
122 put_forward 7
✓
0 0.0492 0
✗
0.000995 0.95 0
123 middl_class 4
✓
0 0.00498 0
✗
0 0.995 0
124 tax_cut 1
✓
0 0.00179 0
✗
0 0.998 0
125 work_hard 11
✓
0.00338 0.0103 0
✗
0 0.986 0
126 colleg_educ 11
✓
0.00179 0.00995 0
✗
0.00239 0.986 0
127 health_care 3
✓
0 0.00358 0
✗
0.00398 0.992 0
128 child_care 2
✓
0 0.00239 0
✗
0.00318 0.994 0
129 wealth_creation 4
✓
0.000199 0.00537 0.000199
✗
0.00199 0.992 0
130 tax_code 6
✓
0 0.00716 0
✗
0 0.993 0
131 middl_class 3
✓
0 0.00338 0
✗
0 0.997 0
132 class_famili 0
✓
0 0.000995 0
✗
0 0.999 0
133 middl_class 27
✓
0.00259 0.0231 0
✗
0 0.974 0
134 tax_cut 1
✓
0.000199 0.00159 0
✗
0.00259 0.996 0
135 tax_credit 5
✓
0.317 0.00318 0.000199
✗
0.00557 0.674 0
136 health_care 17
✓
0.451 0.00318 0
✗
0.31 0.235 0
137 tax_credit 12
✓
0.114 0.00259 0
✗
0.741 0.142 0
138 small_busi 5
✓
0.0332 0.000398 0
✗
0.848 0.118 0
139 health_care 6
✓
0.0227 0.00159 0
✗
0.871 0.104 0
140 peopl_love 29
✓
0.0529 0.00577 0.00179
✗
0.858 0.0816 0
141 averag_cost 10
✓
0.0651 0.000398 0
✗
0.9 0.0346 0
142 feder_employe 22
✓
0.0601 0.000199 0
✗
0.939 0.000398 0
143 lower_cost 8
✓
0.0105 0 0
✗
0.989 0 0
144 health_care_system 15
✓
0.0275 0.00199 0.000398
✗
0.97 0 0
145 tax_cut 10
✓
0.000995 0.99 0.000199
✗
0.00637 0.00259 0
146 incom_inequ 28
✓
0.00358 0.0306 0.000597
✗
0.00119 0.964 0.000199
147 move_forward 25
✓
0.0575 0.0235 0.00637
✗
0.00398 0.908 0.000796
148 earn_incom 7
✓
0 0.0748 0
✗
0 0.925 0
149 incom_tax_credit 0
✓
0 0.000796 0
✗
0 0.999 0
150 tax_cut 6
✓
0 0.00736 0.000199
✗
0 0.992 0
151 small_group 17
✓
0.153 0.0111 0.0959
✗
0 0.74 0.000398
152 __NUM___peopl 65
✓
0.646 0.0149 0.0113
✗
0.113 0.197 0.0173
153 young_peopl 35
✓
0.125 0.0603 0
✗
0.622 0.192 0.00159
154 minimum_wage 7
✓
0.00776 0.434 0.000796
✗
0.304 0.253 0.000199
155 work_men 13
✓
0.00378 0.222 0.000597
✗
0.0941 0.679 0
156 tax_rate 36
✓
0.000199 0.125 0.000199
✗
0.000995 0.873 0
157 work_famili 56
✓
0.00119 0.0571 0
✗
0 0.942 0
158 econom_stimulu 9
✓
0.000199 0.00756 0.000398
✗
0.000398 0.991 0
159 hous_crisi 4
✓
0 0.00378 0
✗
0.000398 0.996 0
160 econom_condit 12
✓
0 0.0143 0
✗
0 0.986 0
161 vast_major 77
✓
0.0131 0.076 0.000199
✗
0 0.911 0
162 mortgag_payment 79
✓
0.000398 0.0826 0
✗
0.000398 0.917 0
163 __MONEY___billion 20
✓
0.000398 0.0183 0.000398
✗
0 0.981 0
164 work_famili 63
✓
0.0306 0.0605 0.000398
✗
0.000199 0.908 0.000199
165 common_sens 41
✓
0.000995 0.0338 0.245
✗
0.000199 0.719 0.000796
166 __NUM___presid 2
✓
0.00458 0.00159 0.0101
✗
0.000995 0.738 0.244
167 presid_bush 0
✓
0.000796 0.00816 0.000199
✗
0.00378 0.74 0.247
168 tax_cut 12
✓
0.000398 0.25 0
✗
0.000398 0.74 0.00975
169 foreign_govern 30
✓
0.0139 0.0271 0.0249
✗
0.000597 0.924 0.00915
170 work_famili 32
✓
0.0143 0.0581 0
✗
0.00637 0.921 0.000398
171 econom_problem 82
✓
0.00159 0.0927 0.0231
✗
0.000398 0.882 0
__END_OF_SPEECH__ 201