Hillary Clinton

This speech titled 2008.01.24.remarks_on_solutions_for_the_american_economy originally had 6126 tokens. In its cue-lag representation, it has 276 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 challeng_face 85
0.948 0.0372 0.0151
0 0 0
2 air_travel 47
0.151 0.00637 0.115
0.696 0.0157 0.0151
3 long_line 25
0.0985 0.000597 0.0187
0.761 0.00398 0.117
4 south_carolina 53
0.328 0.00119 0.00378
0.618 0.000398 0.049
5 public_servant 10
0.0332 0 0.00736
0.909 0 0.0501
6 great_man 5
0.0159 0 0.0308
0.896 0 0.0573
7 state_repres 20
0.0418 0 0.0468
0.829 0 0.0828
8 iraq_veteran 83
0.112 0.00179 0.0422
0.726 0 0.118
9 state_repres 3
0.00935 0 0.00179
0.83 0.000398 0.159
10 presid_bush 100
0.18 0.0862 0.497
0.133 0.000199 0.105
11 union_address 8
0.0269 0.00338 0.00816
0.299 0.0814 0.581
12 presid_bush 40
0.00856 0.653 0.0169
0.0161 0.0826 0.223
13 econom_problem 7
0.000199 0.201 0.000597
0 0.732 0.0663
14 famili_incom 18
0.000995 0.0804 0.000199
0 0.917 0.00119
15 african_american 11
0.00557 0.00915 0
0.000995 0.984 0.000199
16 american_famili 0
0 0.000199 0
0.00657 0.993 0
17 health_care 2
0.0205 0.00199 0
0.00756 0.97 0
18 ga_price 5
0.0237 0.00517 0
0.0275 0.944 0
19 south_carolina 10
0.0714 0.00617 0.000199
0.0488 0.873 0
20 __NUM___famili 40
0.0418 0.0366 0
0.0975 0.824 0
21 american_dream 9
0.0115 0.00776 0
0.133 0.848 0
22 south_carolina 17
0.0197 0.0159 0
0.133 0.832 0
23 unemploy_rate 5
0.00398 0.0151 0.000995
0.136 0.844 0
24 million_american 8
0.0456 0.00597 0.00179
0.136 0.81 0.000597
25 south_carolina 8
0.0277 0.0125 0
0.159 0.801 0.000597
26 american_peopl 13
0.0167 0.0316 0.00119
0.153 0.797 0
27 middl_class 13
0.00836 0.0482 0
0.129 0.815 0
28 work_famili 2
0.00318 0.00577 0
0.133 0.859 0
29 work_hard 50
0.0553 0.0581 0
0.0931 0.793 0
30 medic_bill 35
0.0257 0.0695 0
0.0901 0.815 0
31 cut_short 13
0.0141 0.0117 0.000199
0.109 0.865 0
32 econom_condit 18
0.00776 0.0824 0.00179
0.0476 0.86 0.000199
33 presid_kennedi 68
0.353 0.0388 0.0203
0.0388 0.548 0.000796
34 econom_polici 4
0.00498 0.149 0.000398
0.25 0.586 0.00995
35 peopl_live 63
0.0452 0.169 0.00139
0.105 0.679 0.000199
36 __MONEY___trillion 41
0.00975 0.137 0.000199
0.039 0.814 0
37 creat___NUM__ 16
0.00239 0.0161 0
0.0476 0.934 0
38 __NUM___million_job 0
0 0.000796 0
0.0498 0.949 0
39 rippl_effect 15
0.000597 0.0581 0
0.00159 0.94 0
40 stock_market 15
0.000597 0.0161 0
0.000199 0.983 0
41 econom_problem 43
0 0.0388 0.000995
0 0.96 0
42 american_peopl 22
0.00657 0.0199 0.00159
0 0.971 0.000796
43 econom_problem 43
0.000995 0.0406 0.000398
0.000597 0.957 0.000199
44 work_peopl 5
0.0153 0.00458 0
0.00179 0.978 0.000199
45 work_harder 14
0.0358 0.0109 0.000398
0.0161 0.937 0
46 small_busi 20
0.228 0.0131 0
0.0478 0.711 0
47 factori_worker 9
0.0609 0.00537 0.000199
0.265 0.669 0
48 small_busi 9
0.0364 0.00697 0
0.312 0.644 0
49 busi_owner 0
0.00259 0.000597 0
0.347 0.65 0
50 american_economi 37
0.0557 0.0515 0.000995
0.27 0.622 0
51 singl_dai 21
0.161 0.0111 0.000199
0.29 0.538 0
52 insur_compani 33
0.0913 0.0233 0
0.38 0.505 0
53 month_ago 17
0.0496 0.0171 0
0.429 0.504 0
54 work_harder 15
0.0438 0.0193 0
0.435 0.502 0
55 small_busi 17
0.198 0.00637 0
0.448 0.348 0
56 real_peopl 24
0.414 0 0.000199
0.582 0.00378 0
57 south_carolina 4
0.0169 0.00119 0
0.978 0.00358 0
58 american_peopl 21
0.0852 0.0113 0.00716
0.892 0.00398 0
59 middl_class 64
0.226 0.036 0
0.729 0.00915 0.000199
60 share_prosper 33
0.14 0.00617 0
0.83 0.0239 0
61 rich_peopl 48
0.207 0 0
0.793 0 0
62 america_great 3
0.0147 0 0
0.985 0 0
63 hard_work 6
0.0287 0 0
0.971 0 0
64 work_peopl 0
0.00318 0 0
0.997 0 0
65 hard_work 15
0.0521 0.000597 0
0.947 0 0
66 american_dream 4
0.0171 0.000796 0
0.982 0.000398 0
67 econom_issu 35
0.125 0.00139 0.0131
0.86 0.000398 0
68 moral_issu 4
0.0398 0.000199 0.000995
0.949 0.000199 0.00975
69 common_purpos 3
0.0581 0 0
0.939 0.000199 0.00239
70 great_countri 21
0.089 0.000597 0.00179
0.908 0 0.000796
71 real_solut 36
0.115 0.177 0
0.708 0.000597 0
72 american_peopl 3
0.0121 0.00318 0
0.808 0.177 0
73 real_solut 7
0.0259 0.00398 0.000199
0.791 0.179 0
74 presid_bush 17
0.0565 0.0219 0.0633
0.7 0.158 0.000199
75 american_peopl 63
0.278 0.0185 0.0279
0.567 0.0714 0.0366
76 white_hous 4
0.0281 0.00318 0.00199
0.824 0.0828 0.0595
77 previou_gener 61
0.127 0.35 0.00617
0.426 0.0798 0.00995
78 big_busi 16
0.0141 0.385 0.00597
0.16 0.425 0.00876
79 american_histori 62
0.0203 0.149 0.0123
0.0537 0.757 0.00796
80 term_econom 71
0.0151 0.112 0.00876
0.0245 0.83 0.00955
81 hous_crisi 42
0.00378 0.0898 0.000796
0.00219 0.902 0.000995
82 monei_back 8
0.00299 0.00856 0.0583
0.00279 0.925 0.00239
83 american_peopl 6
0.00338 0.0101 0.000597
0.00557 0.925 0.0557
84 mortgag_crisi 38
0 0.0991 0
0 0.901 0.000199
85 american_peopl 12
0.000398 0.00816 0.00478
0 0.986 0.000199
86 __MONEY___trillion 5
0 0.00378 0
0 0.991 0.00498
87 unit_state 20
0.000597 0.0183 0.00199
0 0.974 0.00478
88 state_govern 0
0 0.00239 0.000199
0 0.992 0.00517
89 govern_budget 0
0 0.00458 0
0 0.995 0.000796
90 african_american 2
0 0.00299 0
0 0.997 0
91 american_famili 0
0 0.000995 0
0 0.999 0
92 subprim_loan 6
0 0.00597 0
0 0.994 0
93 african_american 8
0.00995 0.00637 0
0 0.984 0
94 econom_crisi 12
0.0111 0.00915 0
0.00955 0.97 0
95 american_dream 6
0.00896 0.00418 0
0.0195 0.967 0
96 year_ago 115
0.00657 0.142 0.00139
0.00259 0.847 0
97 mortgag_crisi 11
0 0.0215 0
0 0.979 0
98 bush_administr 9
0.000199 0.00697 0
0 0.993 0
99 told_congress 1
0 0.000995 0
0 0.999 0
100 hous_market 32
0.000398 0.0289 0.000796
0 0.97 0
101 introduc_legisl 49
0.0117 0.0396 0.151
0.000199 0.797 0.000796
102 lend_practic 6
0 0.147 0.000199
0.000199 0.834 0.0181
103 presid_bush 22
0.00398 0.0227 0.00318
0 0.956 0.0143
104 american_dream 39
0.0237 0.0462 0
0.00279 0.927 0
105 make_sens 28
0.00617 0.032 0.000796
0.0137 0.947 0
106 hous_crisi 7
0.00119 0.0223 0
0.00617 0.97 0
107 south_carolina 23
0.00816 0.0275 0.000199
0.00537 0.959 0
108 lost___NUM__ 2
0.000199 0.00876 0
0.00756 0.983 0
109 consum_spend 12
0.000199 0.0137 0
0.00617 0.98 0
110 __MONEY___billion 12
0.000199 0.0105 0
0.00537 0.984 0
111 mortgag_crisi 53
0.000199 0.0549 0
0 0.945 0
112 rate_mortgag 43
0 0.037 0
0 0.963 0
113 hous_market 93
0 0.0965 0.000199
0 0.903 0
114 tax_revenu 20
0.000199 0.0187 0.00159
0 0.98 0
115 viciou_cycl 9
0.00199 0.00975 0.00657
0 0.98 0.00139
116 __MONEY___billion 9
0.000398 0.0101 0.000597
0.000995 0.98 0.00756
117 middl_class 53
0.147 0.046 0
0.000597 0.806 0
118 class_famili 0
0.00637 0.000796 0
0.148 0.845 0
119 democrat_leadership 14
0.626 0.00139 0.00856
0.149 0.215 0
120 white_hous 9
0.218 0.000398 0.00199
0.745 0.0316 0.00358
121 work_american 26
0.133 0.000199 0
0.866 0.000995 0
122 work_famili 31
0.111 0.0191 0
0.869 0.000597 0
123 energi_bill 12
0.0494 0.00279 0
0.932 0.0161 0
124 unemploy_insur 4
0.00796 0.000597 0
0.973 0.0187 0
125 job_growth 32
0.0434 0.00498 0
0.934 0.0173 0
126 renew_energi 6
0.0404 0 0.000199
0.959 0.000199 0
127 put_peopl 24
0.186 0.000199 0
0.814 0 0
128 collar_job 12
0.0207 0 0
0.979 0 0
129 job_train 0
0.00179 0 0
0.998 0 0
130 green_build 11
0.0105 0 0
0.989 0 0
131 energi_effici 16
0.00139 0 0
0.999 0 0
132 renew_energi 13
0.00716 0 0.000199
0.993 0 0
133 year_ago 19
0.0408 0 0.000597
0.959 0 0
134 solar_power 7
0.00199 0 0
0.998 0 0
135 tax_incent 3
0.000597 0 0
0.999 0 0
136 train_program 4
0.000995 0 0
0.999 0 0
137 construct_worker 3
0.00318 0 0
0.997 0 0
138 solar_panel 8
0.000597 0 0
0.999 0 0
139 hundr_thousand 5
0.0129 0.00179 0.00259
0.983 0 0
140 clean_energi 70
0.23 0.000995 0.00418
0.765 0 0.000398
141 winston_churchil 40
0.357 0.00736 0.287
0.344 0.000199 0.00418
142 health_care 90
0.531 0.0189 0
0.449 0.00119 0
143 global_economi 18
0.0762 0.00458 0.00179
0.901 0.0161 0
144 good_job 35
0.192 0.000199 0.000199
0.804 0.00358 0
145 work_hard 18
0.0901 0.0181 0
0.888 0.00378 0
146 fiscal_respons 11
0.0416 0.0119 0.000796
0.924 0.0219 0
147 long_run 29
0.123 0.00219 0.00657
0.859 0.00896 0.000597
148 energi_crisi 5
0.0273 0 0
0.973 0 0
149 __MONEY___billion 7
0.00597 0 0
0.994 0 0
150 clean_energi 8
0.00119 0 0
0.999 0 0
151 energi_technolog 0
0 0 0
1 0 0
152 green_revolut 5
0.000199 0 0
1 0 0
153 clean_energi 15
0.00159 0 0
0.998 0 0
154 energi_effici 2
0.000199 0 0
1 0 0
155 big_oil 30
0.00299 0 0
0.997 0 0
156 oil_compani 0
0.000597 0 0
0.999 0 0
157 altern_energi 15
0.00517 0 0
0.995 0 0
158 recent_year 8
0.0498 0.0119 0
0.938 0 0
159 fair_share 7
0.00756 0.000597 0.000796
0.98 0.0105 0
160 white_hous 19
0.0384 0.000199 0
0.959 0.00199 0.000398
161 creat_job 22
0.00876 0.000597 0
0.989 0.00119 0
162 billion_dollar 45
0.00816 0.000398 0
0.99 0.00119 0
163 creat___NUM__ 7
0.00856 0 0
0.991 0.000597 0
164 __MONEY___billion 11
0.00139 0 0
0.999 0 0
165 ten_year 2
0.000398 0 0
1 0 0
166 public_transit 22
0.00199 0 0
0.998 0 0
167 transit_system 0
0 0 0
1 0 0
168 rural_area 22
0.0324 0 0
0.968 0 0
169 nation_institut 38
0.0211 0 0.00876
0.97 0 0.000199
170 govern_agenc 6
0.19 0.000597 0.0149
0.786 0 0.00816
171 world_war_ii 8
0.0418 0.000398 0.00219
0.937 0 0.0191
172 creat_job 33
0.0959 0.0448 0.000199
0.859 0.000199 0.000199
173 tax_system 15
0.134 0.0392 0.000796
0.784 0.0428 0
174 oil_compani 20
0.0931 0.00338 0
0.853 0.0501 0
175 student_loan 4
0.0718 0.000199 0
0.884 0.044 0
176 insur_compani 4
0.0217 0.000597 0
0.941 0.037 0
177 drug_compani 3
0.0261 0.00119 0
0.939 0.0338 0
178 singl_dai 22
0.51 0.00179 0.000199
0.484 0.00438 0
179 make_america 4
0.0211 0.000597 0.000398
0.975 0.00318 0.000199
180 work_condit 65
0.201 0.121 0.000398
0.674 0.00318 0
181 tax_code 18
0.000398 0.872 0.000398
0.00458 0.122 0
182 york_citi 12
0.000796 0.0171 0
0.000995 0.981 0
183 wall_street 2
0 0.00299 0
0 0.997 0
184 make___MONEY__ 4
0 0.00418 0
0 0.996 0
185 __MONEY___million 0
0.000199 0.000995 0
0 0.999 0
186 make___MONEY__ 14
0 0.0145 0
0 0.985 0
187 pai___NUM__ 1
0 0.00239 0
0 0.998 0
188 corpor_profit 21
0 0.0183 0
0 0.982 0
189 middl_class 58
0.00199 0.0515 0
0 0.946 0
190 work_peopl 2
0.000199 0.00378 0
0.00179 0.994 0
191 middl_class 6
0 0.00836 0
0 0.992 0
192 tax_cut 1
0 0.00199 0
0 0.998 0
193 tax_credit 5
0.000995 0.00478 0
0 0.994 0
194 middl_class 18
0 0.0169 0
0 0.983 0
195 class_famili 0
0 0.000796 0
0 0.999 0
196 higher_tax 2
0.00119 0.00259 0
0 0.996 0
197 tax_rate 0
0.00119 0.000995 0
0.00119 0.997 0
198 earn_incom 13
0.443 0.00577 0
0.00398 0.547 0
199 incom_tax_credit 0
0.0304 0.000796 0
0.447 0.521 0
200 minimum_wage 5
0.217 0.00179 0
0.48 0.301 0
201 work_full 12
0.303 0 0
0.697 0 0
202 full_time 0
0 0 0
1 0 0
203 work_full 7
0.000597 0 0
0.999 0 0
204 full_time 0
0.000199 0 0
1 0 0
205 young_peopl 34
0.918 0.00239 0.00159
0.0784 0 0
206 south_carolina 6
0.0283 0.000199 0.000199
0.968 0.00199 0.00139
207 student_debt 4
0.0197 0.000398 0.00358
0.973 0.00179 0.00159
208 higher_educ 34
0.196 0 0
0.804 0 0.000597
209 educ_system 0
0.00378 0 0
0.996 0 0.000597
210 young_peopl 19
0.0663 0.0211 0
0.912 0 0.000199
211 south_korea 12
0.0422 0.109 0.00199
0.825 0.0211 0
212 young_peopl 11
0.0503 0.00836 0
0.817 0.124 0.000597
213 higher_rate 3
0.0131 0.0575 0.00219
0.794 0.132 0.000597
214 thirti_year_ago 22
0.0599 0.119 0.00338
0.633 0.182 0.00179
215 young_peopl 22
0.52 0.000995 0.00299
0.445 0.0299 0.000995
216 tax_credit 7
0.0452 0.000398 0.000199
0.931 0.0195 0.00378
217 full_cost 19
0.106 0 0
0.894 0.000199 0
218 commun_colleg 6
0.0251 0 0.000199
0.975 0 0
219 pell_grant 9
0.0422 0.000398 0
0.957 0 0
220 commun_colleg 12
0.0482 0 0
0.952 0 0
221 __MONEY___million 3
0.0135 0 0
0.986 0 0
222 job_train 9
0.0352 0 0
0.965 0 0
223 health_care 23
0.0894 0.000796 0
0.91 0 0
224 south_carolina 3
0.0141 0 0.000398
0.985 0.000398 0
225 __NUM___peopl 3
0.0155 0 0.000199
0.984 0 0.000398
226 south_carolina 17
0.0685 0.000995 0
0.93 0 0.000199
227 singl_person 57
0.209 0.00159 0.000199
0.789 0 0.000199
228 good_polici 26
0.0438 0 0.000398
0.956 0 0
229 privat_plan 39
0.0563 0 0
0.944 0 0
230 tax_credit 10
0.0139 0.000398 0
0.986 0 0
231 insur_compani 10
0.0147 0 0
0.985 0.000199 0
232 small_busi 27
0.0432 0.00259 0
0.954 0 0
233 tax_credit 8
0.0139 0.000796 0
0.983 0.00239 0
234 small_busi 3
0.00756 0 0
0.989 0.00318 0
235 bui_health 7
0.0245 0.000398 0
0.974 0.00119 0
236 health_care 0
0.00358 0.0167 0
0.978 0.00159 0
237 retir_save 28
0 0.982 0
0 0.0181 0
238 save_account 0
0 0.000398 0
0 1 0
239 retir_account 28
0.000199 0.0235 0
0 0.976 0
240 work_famili 17
0.000199 0.0163 0
0 0.983 0
241 tax_cut 9
0 0.00955 0
0 0.99 0
242 fiscal_respons 12
0 0.0111 0
0 0.989 0
243 increas_spend 8
0 0.00557 0
0 0.994 0
244 previou_administr 9
0 0.00955 0
0 0.99 0
245 tax_cut 3
0 0.00259 0
0 0.997 0
246 oil_compani 9
0 0.00876 0
0 0.991 0
247 interest_group 3
0 0.00318 0
0 0.997 0
248 borrow_monei 13
0 0.0107 0
0 0.989 0
249 foreign_countri 2
0 0.00199 0
0 0.998 0
250 trade_agreement 20
0.000597 0.0175 0.000398
0 0.981 0
251 borrow_monei 45
0.000199 0.0398 0
0 0.96 0
252 good_fortun 29
0.00358 0.0219 0.000597
0.000199 0.974 0
253 move_back 16
0 0.0175 0
0 0.982 0
254 balanc_budget 3
0 0.00358 0
0 0.996 0
255 averag_american 90
0.000199 0.0925 0
0 0.907 0
256 american_famili 0
0.000796 0.000995 0
0.000199 0.998 0
257 american_dream 57
0.8 0.0127 0
0.00139 0.186 0
258 american_peopl 16
0.204 0.00139 0.0133
0.742 0.0384 0
259 franklin_roosevelt 4
0.047 0.000199 0.00398
0.927 0.00935 0.0121
260 world_war 45
0.181 0.000597 0.00358
0.809 0.000398 0.00577
261 greatest_challeng 48
0.174 0 0.00796
0.814 0 0.00418
262 presid_bush 17
0.0643 0.00438 0.077
0.842 0 0.0121
263 vice_presid 20
0.0728 0 0.0109
0.837 0.000398 0.0792
264 energi_crisi 14
0.129 0.000199 0
0.866 0 0.00458
265 healthcar_system 15
0.0565 0 0.00119
0.942 0 0.000199
266 rise_standard 11
0.2 0.00279 0.000199
0.797 0 0
267 work_hard 7
0.273 0.0125 0.00119
0.711 0.00259 0.000199
268 south_carolina 68
0.245 0.00975 0.000597
0.74 0.00418 0
269 renew_energi 112
0.372 0 0.000995
0.627 0 0
270 energi_effici 13
0.0113 0 0.000398
0.988 0 0.000398
271 oil_compani 61
0.0639 0.00279 0
0.933 0 0
272 health_care_system 58
0.29 0 0.00358
0.706 0 0
273 american_peopl 32
0.389 0.00259 0.33
0.275 0 0.00338
274 front_line 5
0.0205 0 0.0147
0.635 0 0.33
275 winston_churchil 38
0.0925 0.00498 0.103
0.48 0 0.32
276 american_peopl 5
0.0207 0.00299 0.00716
0.551 0.00498 0.414
__END_OF_SPEECH__ 122