Hillary Clinton

This speech titled 2007.11.19.policy_address_in_knoxville_iowa_on_americas_economic_challenges originally had 5620 tokens. In its cue-lag representation, it has 255 cue terms and an average lag of 19.7. 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 high_school 42
0.858 0.00219 0.14
0 0 0
2 twenti_year 15
0.0525 0.00716 0.00179
0.797 0.00219 0.139
3 school_superintend 33
0.0993 0.00836 0.0263
0.722 0.00577 0.139
4 polit_director 45
0.282 0.000796 0.00537
0.654 0.00119 0.0563
5 good_idea 121
0.422 0.000597 0.0135
0.561 0 0.00318
6 back_home 17
0.0681 0.00219 0.00259
0.916 0.000199 0.0105
7 american_economi 73
0.0217 0.92 0.00239
0.0531 0.00219 0.000199
8 econom_problem 38
0.00199 0.0886 0.00856
0.00896 0.891 0.00119
9 global_economi 89
0.176 0.0667 0.00657
0.00716 0.741 0.00199
10 __NUM___million_american 15
0.0376 0.0167 0.00219
0.17 0.768 0.00537
11 rippl_effect 26
0 0.229 0
0.00458 0.766 0.000199
12 recent_month 17
0 0.0197 0
0 0.98 0
13 oil_price 11
0 0.0109 0
0 0.989 0
14 hous_crisi 6
0 0.00677 0
0 0.993 0
15 nation_debt 18
0.000199 0.0171 0.000199
0 0.982 0
16 econom_condit 15
0.00418 0.0129 0.00478
0.000199 0.978 0.000398
17 gallup_poll 13
0.145 0.00716 0.126
0.00438 0.712 0.00537
18 __NUM___year 21
0.551 0.00498 0.0123
0.135 0.227 0.0702
19 real_problem 7
0.0482 0.00358 0.00139
0.664 0.212 0.071
20 class_famili 45
0.0139 0.72 0.000199
0.0581 0.208 0.000199
21 american_economi 26
0.00139 0.0798 0
0.0115 0.907 0
22 middl_class 14
0.00458 0.0149 0
0.0103 0.97 0
23 fiscal_polici 18
0.0141 0.0165 0.0273
0.0109 0.931 0
24 good_job 63
0.976 0.000398 0
0.0175 0.00597 0
25 job_train 0
0.00478 0 0
0.989 0.00577 0
26 rise_cost 52
0.00975 0.942 0.000199
0.0428 0.00537 0
27 american_peopl 53
0.00557 0.0854 0.000796
0.00975 0.899 0
28 american_economi 3
0.000398 0.0123 0
0.00776 0.979 0.000199
29 recent_month 27
0 0.035 0
0 0.965 0
30 hous_market 18
0 0.0155 0
0 0.984 0
31 capit_market 9
0.000199 0.00935 0
0 0.99 0
32 __NUM___million 58
0.00378 0.0539 0
0.000199 0.942 0
33 home_price 26
0 0.0219 0
0 0.978 0
34 class_famili 38
0.000199 0.031 0
0 0.969 0
35 home_equiti 4
0 0.00418 0
0 0.996 0
36 dispos_incom 14
0 0.0133 0
0 0.987 0
37 hous_price 9
0 0.00756 0
0 0.992 0
38 medic_bill 13
0 0.0113 0
0 0.989 0
39 colleg_tuition 2
0 0.00279 0
0 0.997 0
40 capit_market 14
0 0.0157 0
0 0.984 0
41 __MONEY___billion 16
0.000199 0.0177 0.000597
0 0.981 0
42 energi_price 39
0 0.037 0
0 0.963 0
43 class_famili 5
0.00159 0.00517 0
0 0.993 0
44 rise_cost 7
0.0159 0.00796 0
0.00159 0.975 0
45 call_american 13
0.53 0.00438 0.0109
0.0193 0.435 0
46 energi_independ 8
0.457 0 0.000199
0.54 0.00259 0
47 energi_polici 6
0.0135 0.000398 0
0.985 0.000995 0
48 dick_chenei 2
0.00358 0.000995 0
0.994 0.000995 0
49 oil_compani 3
0.00358 0.000199 0
0.994 0.00199 0
50 foreign_oil 9
0.0141 0.00279 0
0.981 0.00179 0
51 oil_price 8
0.00557 0.874 0.00239
0.113 0.00537 0
52 averag_famili 43
0 0.154 0
0.000398 0.846 0
53 roughli___MONEY__ 3
0 0.00239 0
0 0.998 0
54 energi_cost 5
0 0.00338 0
0 0.997 0
55 american_famili 34
0.000199 0.0247 0
0 0.975 0
56 bush_tax_cut 4
0 0.00478 0
0.000199 0.995 0
57 corpor_profit 77
0 0.0814 0
0 0.919 0
58 labor_market 7
0 0.00498 0
0 0.995 0
59 class_famili 8
0.000199 0.00776 0.000199
0 0.992 0
60 bush_administr 2
0 0.00318 0.00816
0 0.988 0.000199
61 unemploy_rate 7
0.000398 0.00796 0.00279
0 0.98 0.00836
62 labor_forc 37
0.00796 0.0304 0.0185
0 0.933 0.0101
63 presid_bush 13
0.000597 0.0217 0.00159
0.00219 0.95 0.0237
64 unemploy_rate 21
0.000199 0.0326 0.000398
0 0.956 0.0105
65 corpor_profit 7
0 0.0165 0
0 0.983 0.000199
66 averag_american 22
0 0.0185 0
0 0.981 0
67 american_famili 0
0 0.000199 0
0 1 0
68 lost___MONEY__ 2
0 0.00259 0
0 0.997 0
69 slow_growth 22
0 0.0181 0
0 0.982 0
70 corpor_profit 15
0 0.0135 0
0 0.986 0
71 american_worker 48
0 0.0476 0
0 0.952 0
72 work_harder 3
0 0.00338 0
0 0.997 0
73 work_peopl 6
0 0.00537 0
0 0.995 0
74 american_worker 7
0 0.00876 0
0 0.991 0
75 top___NUM___percent 42
0.000199 0.033 0
0 0.967 0
76 bottom___NUM___percent 7
0.000199 0.00776 0
0 0.992 0
77 work_hard 36
0.00577 0.0356 0
0 0.959 0
78 wealthiest___NUM___percent 5
0.000199 0.00597 0.000199
0.00418 0.989 0
79 highest_level 19
0 0.0225 0.000199
0 0.977 0
80 incom_inequ 2
0 0.00159 0
0 0.998 0
81 great_depress 6
0 0.00478 0.000199
0 0.995 0
82 presid_bush 30
0.000199 0.0295 0.000796
0 0.969 0.000199
83 tax_cut 18
0 0.0155 0
0 0.984 0
84 nation_debt 15
0 0.0139 0
0 0.986 0
85 __MONEY___trillion 2
0 0.00219 0
0 0.998 0
86 presid_bush 5
0 0.00438 0
0 0.996 0
87 balanc_budget 7
0 0.00776 0
0 0.992 0
88 __MONEY___trillion 9
0.000199 0.0103 0
0 0.989 0
89 borrow_monei 20
0 0.0161 0
0 0.984 0
90 foreign_countri 2
0 0.00398 0
0 0.996 0
91 bush_administr 16
0 0.0153 0.000796
0 0.984 0
92 trade_partner 8
0 0.00796 0
0 0.992 0.000199
93 borrow_monei 31
0 0.0281 0
0 0.972 0
94 georg_bush 7
0 0.00736 0
0 0.993 0
95 america_econom 5
0 0.00517 0.000199
0 0.995 0
96 feder_regul 58
0.00796 0.0523 0.00756
0 0.932 0.000199
97 financi_product 17
0 0.0308 0
0 0.969 0
98 wall_street 2
0 0.00318 0
0 0.997 0
99 invest_bank 103
0 0.107 0
0 0.893 0
100 wall_street 19
0 0.0173 0
0 0.983 0
101 main_street 2
0 0.00239 0
0 0.998 0
102 market_work 8
0 0.00816 0
0 0.992 0
103 financi_product 13
0.00239 0.0103 0
0 0.987 0
104 middl_ground 23
0.129 0.0193 0.0113
0.00299 0.837 0.000199
105 foreign_govern 52
0.297 0.0243 0.112
0.113 0.445 0.00896
106 big_oil 8
0.45 0.00119 0.00498
0.407 0.0681 0.0689
107 real_estat 45
0.043 0.00478 0.00995
0.837 0.0488 0.0563
108 foreign_oil 25
0.0945 0 0.00259
0.874 0.000199 0.0287
109 saudi_arabia 10
0.00259 0 0.0109
0.956 0 0.0308
110 trade_deficit 4
0.000796 0.00199 0.00159
0.954 0 0.0414
111 estim___MONEY__ 39
0.0205 0.0388 0.0113
0.891 0.00199 0.036
112 __MONEY___trillion 0
0.000199 0.0145 0.00418
0.893 0.0408 0.0476
113 bush_administr 30
0.00358 0.0679 0.403
0.427 0.0494 0.0494
114 foreign_govern 28
0.0221 0.0529 0.084
0.303 0.11 0.427
115 car_compani 10
0.0205 0.00358 0.0115
0.319 0.152 0.493
116 foreign_polici 42
0.0669 0.0147 0.244
0.108 0.0971 0.469
117 real_estat 34
0.0287 0.31 0.0173
0.117 0.109 0.418
118 foreign_govern 17
0.00697 0.106 0.00915
0.105 0.412 0.36
119 middl_class 77
0.0338 0.482 0
0.00378 0.48 0.000597
120 class_famili 42
0.000597 0.081 0
0.000597 0.918 0
121 ownership_societi 8
0 0.00836 0
0.000199 0.991 0
122 presid_bush 19
0.00119 0.0213 0.000199
0 0.977 0
123 class_famili 8
0.000995 0.00776 0
0.00119 0.99 0
124 cut_tax 9
0.00617 0.00856 0.000398
0.00179 0.983 0
125 largest_corpor 4
0.0482 0.00438 0.00239
0.00856 0.936 0.000597
126 trade_deficit 3
0.0312 0.00299 0.00259
0.0571 0.904 0.00199
127 estim___NUM__ 7
0.0175 0.00398 0.000398
0.0882 0.886 0.00438
128 __NUM___million_job 0
0 0.00159 0
0.104 0.89 0.00478
129 presid_bush 7
0.00219 0.0663 0.00637
0.0382 0.887 0.000398
130 commun_group 29
0 0.0712 0
0.000597 0.928 0
131 hous_crisi 16
0.000199 0.0109 0
0 0.989 0
132 wall_street 5
0 0.00478 0
0 0.995 0
133 invest_bank 1
0 0.00179 0
0 0.998 0
134 bush_administr 3
0 0.00219 0
0 0.998 0
135 confer_call 8
0 0.00736 0
0 0.993 0
136 wall_street 6
0 0.00398 0
0 0.996 0
137 presid_bush 11
0.000796 0.00915 0.000199
0 0.99 0
138 social_secur 11
0 0.0115 0
0 0.988 0
139 oil_price 4
0 0.00398 0
0 0.996 0
140 incom_famili 8
0.0113 0.00537 0
0 0.983 0
141 energi_bill 3
0.201 0.00159 0
0.0133 0.784 0
142 million_children 2
0.00537 0.00358 0
0.21 0.781 0
143 health_care 2
0.00358 0.0167 0
0.198 0.781 0
144 class_famili 13
0.00139 0.18 0
0.0289 0.79 0
145 mortgag_payment 22
0 0.0535 0
0 0.946 0
146 tax_cut 9
0 0.00935 0
0 0.991 0
147 presid_continu 16
0.000597 0.0121 0.000199
0 0.987 0
148 econom_polici 6
0 0.00537 0
0.000199 0.994 0.000199
149 republican_candid 26
0.00219 0.0265 0.00219
0 0.969 0.000199
150 __MONEY___trillion 32
0.000199 0.0394 0
0.000199 0.96 0
151 tax_cut 13
0 0.0151 0
0 0.985 0
152 big_corpor 5
0 0.00557 0
0 0.994 0
153 social_secur 14
0.00179 0.0135 0
0 0.985 0
154 republican_nomine 66
0.0312 0.0599 0.000597
0.00119 0.907 0
155 statu_quo 13
0.00478 0.0163 0.000597
0.0269 0.951 0.000398
156 econom_polici 9
0.000597 0.0269 0
0.0133 0.959 0.000398
157 middl_class 35
0.00159 0.0394 0
0.00279 0.956 0
158 econom_problem 20
0.000199 0.0205 0.00159
0.000398 0.977 0
159 elect_dai 27
0.0726 0.0179 0.00219
0.000995 0.906 0.000398
160 health_care 30
0.00995 0.0539 0
0.0422 0.894 0
161 social_secur 18
0.000995 0.0621 0
0.00637 0.931 0
162 tax_increas 10
0.000199 0.0151 0
0.000796 0.984 0
163 health_care 10
0.00119 0.00995 0
0.000796 0.988 0
164 class_famili 30
0.000398 0.0265 0
0.000199 0.973 0
165 presid_bush 35
0.000398 0.0281 0.000597
0 0.971 0
166 middl_class 4
0 0.00478 0
0.000199 0.995 0
167 plai_field 4
0 0.00279 0
0 0.997 0
168 fiscal_respons 46
0.00139 0.0424 0
0 0.956 0
169 econom_growth 3
0.00139 0.00378 0
0.000995 0.994 0
170 feder_budget 6
0.00279 0.00617 0
0.00239 0.989 0
171 __NUM___million 6
0.000199 0.00617 0
0.00358 0.99 0
172 econom_expans 6
0 0.00896 0
0 0.991 0
173 american_histori 2
0 0.00159 0
0 0.998 0
174 earn_incom 18
0 0.0135 0
0 0.986 0
175 incom_tax_credit 0
0.000199 0.000199 0
0 1 0
176 health_insur 4
0.222 0.00259 0
0.00358 0.772 0
177 head_start 9
0.0565 0.00836 0
0.216 0.72 0
178 student_loan 2
0.00438 0.0253 0
0.244 0.726 0
179 child_poverti 6
0.00597 0.0858 0
0.16 0.748 0
180 famili_incom 2
0.00139 0.0161 0
0.151 0.831 0
181 middl_class 15
0.0599 0.0131 0
0.139 0.788 0
182 good_job 105
0.847 0.00299 0
0.128 0.0217 0
183 work_hard 22
0.0806 0.0145 0.000199
0.885 0.0201 0
184 middl_class 30
0.114 0.0271 0
0.83 0.0289 0
185 bush_administr 13
0.0515 0.00338 0.00836
0.889 0.0478 0
186 oil_compani 20
0.0575 0.000995 0
0.928 0.0135 0
187 altern_energi 17
0.0233 0 0
0.977 0.000199 0
188 pharmaceut_compani 9
0.087 0.000199 0.000597
0.912 0 0
189 drug_price 16
0.172 0 0
0.828 0 0
190 health_insur 10
0.0372 0.00179 0
0.961 0 0
191 insur_compani 0
0.00219 0.00119 0
0.995 0.00179 0
192 health_care 33
0.0943 0.448 0
0.455 0.00299 0
193 social_secur 12
0.0197 0.405 0
0.131 0.445 0
194 retir_account 22
0.00935 0.0679 0.00557
0.0848 0.832 0
195 top_prioriti 39
0.499 0.00557 0.267
0.0758 0.147 0.00517
196 great_countri 21
0.18 0.000398 0.0237
0.528 0.0358 0.233
197 make_thing 8
0.0197 0.0187 0.0462
0.627 0.0346 0.254
198 pass_law 23
0.0446 0.00677 0.0911
0.531 0.0426 0.284
199 famili_farm 24
0.279 0.0834 0.00139
0.528 0.0456 0.0631
200 tax_break 38
0.043 0.668 0.000597
0.159 0.125 0.00398
201 job_oversea 5
0.00159 0.00836 0.00179
0.196 0.788 0.00458
202 american_job 4
0.000199 0.00299 0.0161
0.183 0.791 0.00637
203 taxpay_dollar 2
0.000398 0.0255 0.0661
0.0981 0.787 0.0227
204 tax_relief 16
0 0.198 0
0 0.801 0.000597
205 middl_class 3
0 0.00259 0
0 0.997 0
206 energi_price 13
0 0.0109 0
0 0.989 0
207 class_famili 14
0 0.0143 0
0 0.986 0
208 bush_tax_cut 5
0 0.00458 0
0 0.995 0
209 tax_relief 15
0 0.0149 0
0 0.985 0
210 class_famili 4
0 0.00537 0
0 0.995 0
211 tax_cut 7
0 0.00657 0
0 0.993 0
212 tax_break 4
0 0.00418 0
0 0.996 0
213 health_care 5
0.000398 0.00677 0
0 0.993 0
214 tax_cut 8
0 0.00896 0
0 0.991 0
215 earn_incom 10
0 0.0101 0
0 0.99 0
216 incom_tax_credit 0
0 0.000398 0
0 1 0
217 increas_tax 3
0 0.00318 0.000199
0 0.997 0
218 tax_credit 0
0.00159 0.000597 0
0 0.998 0
219 child_care 2
0.00239 0.00259 0
0.00159 0.993 0
220 tax_credit 7
0.00119 0.00597 0
0.00378 0.989 0
221 class_famili 5
0.000597 0.00716 0
0.00398 0.988 0
222 minimum_wage 14
0.00478 0.0147 0.000796
0.00299 0.977 0
223 work_men 12
0.00577 0.00955 0
0.00756 0.976 0.000796
224 minimum_wage 8
0.000796 0.0103 0.000199
0.00995 0.978 0.000796
225 __MONEY___billion 55
0.000398 0.0641 0.00179
0.000398 0.933 0
226 hous_crisi 34
0.000199 0.0356 0
0 0.964 0
227 commun_group 7
0 0.00517 0
0 0.995 0
228 hous_crisi 9
0.000796 0.00716 0
0 0.992 0
229 big_bank 25
0.0386 0.0237 0.00478
0.000995 0.932 0
230 energi_price 53
0.0645 0.0452 0.00378
0.0334 0.851 0.00199
231 foreign_oil 6
0.847 0 0.00458
0.107 0.0392 0.00259
232 bush_administr 61
0.0591 0.000995 0.0366
0.886 0.0115 0.00597
233 collar_job 22
0.0283 0 0.00139
0.94 0 0.0299
234 solar_panel 19
0.00458 0.000597 0.00617
0.958 0 0.0308
235 presid_bush 53
0.0452 0.15 0.574
0.196 0.000398 0.0342
236 state_agenc 13
0.00955 0.0117 0.0201
0.221 0.145 0.593
237 presid_bush 17
0.0408 0.036 0.0551
0.137 0.147 0.584
238 white_hous 24
0.137 0.0314 0.0189
0.139 0.159 0.515
239 partisan_polit 51
0.0169 0.496 0.0183
0.0695 0.181 0.218
240 incom_famili 21
0.0173 0.231 0.000398
0.0704 0.665 0.0159
241 energi_price 26
0.00338 0.0281 0.000199
0.0844 0.877 0.00716
242 __MONEY___billion 7
0.104 0.00816 0.00259
0.088 0.791 0.00577
243 lower_cost 8
0.245 0.00358 0.00398
0.194 0.546 0.00677
244 american_economi 108
0.0507 0.258 0.00816
0.197 0.486 0.000796
245 creat_job 6
0.00697 0.00557 0.00716
0.238 0.733 0.00896
246 foreign_govern 8
0.00637 0.0215 0.112
0.14 0.703 0.0163
247 bush_administr 80
0.00975 0.0571 0.29
0.0227 0.505 0.115
248 world_bank 3
0.00159 0.00378 0.00378
0.0304 0.559 0.402
249 intern_monetari_fund 3
0.00159 0.0143 0.00159
0.0295 0.562 0.391
250 financi_product 44
0.000796 0.442 0
0.000398 0.554 0.00279
251 wall_street 4
0.000199 0.00697 0
0.000796 0.992 0.000199
252 bush_administr 114
0.0436 0.0115 0.846
0 0.0983 0.000597
253 __NUM___month 14
0.119 0 0.0414
0.0394 0.000398 0.8
254 franklin_roosevelt 21
0.189 0.000199 0.0171
0.144 0 0.65
255 govern_polici 48
0.148 0.0125 0.0384
0.264 0 0.538
__END_OF_SPEECH__ 114