Measuring Ideological Proportions in Political Speeches

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
#	Cue term	Lag before term	Restart		∑Left	Center	∑Right
1	high_school	71		✓	0.969	0.0225	0.00856
1	high_school	71		✗	0	0	0
2	work_hard	43		✓	0.0967	0.403	0.00139
2	work_hard	43		✗	0.478	0.0207	0.000398
3	fourth_gener	4		✓	0.00896	0.08	0.00597
3	fourth_gener	4		✗	0.482	0.421	0.00139
4	small_busi	9		✓	0.0151	0.0832	0
4	small_busi	9		✗	0.403	0.498	0.000199
5	prescript_drug	34		✓	0.0201	0.259	0
5	prescript_drug	34		✗	0.157	0.564	0
6	medic_bill	9		✓	0.00458	0.0712	0
6	medic_bill	9		✗	0.108	0.816	0
7	work_hard	36		✓	0.0241	0.0732	0.000199
7	work_hard	36		✗	0.0517	0.851	0
8	middl_class	38		✓	0.000597	0.109	0
8	middl_class	38		✗	0.000995	0.89	0
9	class_american	0		✓	0	0.00119	0
9	class_american	0		✗	0.000995	0.998	0
10	incom_inequ	24		✓	0.000199	0.0207	0
10	incom_inequ	24		✗	0	0.979	0
11	hous_crisi	4		✓	0	0.00517	0
11	hous_crisi	4		✗	0.000199	0.995	0
12	thing_wors	31		✓	0.00637	0.0271	0.00119
12	thing_wors	31		✗	0.000199	0.965	0
13	health_care	33		✓	0.0117	0.0287	0
13	health_care	33		✗	0.00338	0.956	0
14	middl_class	29		✓	0	0.0398	0
14	middl_class	29		✗	0	0.96	0
15	class_american	0		✓	0	0.000995	0
15	class_american	0		✗	0	0.999	0
16	global_economi	10		✓	0.00199	0.00975	0.000199
16	global_economi	10		✗	0	0.988	0
17	pai___NUM__	28		✓	0.000995	0.0229	0
17	pai___NUM__	28		✗	0.00119	0.975	0
18	job_growth	18		✓	0.00139	0.0159	0
18	job_growth	18		✗	0.00219	0.98	0
19	presid_bush	5		✓	0	0.00736	0.000199
19	presid_bush	5		✗	0.000597	0.992	0
20	econom_recoveri	8		✓	0	0.00756	0
20	econom_recoveri	8		✗	0	0.992	0
21	great_depress	3		✓	0	0.00398	0
21	great_depress	3		✗	0	0.996	0
22	american_worker	46		✓	0.000597	0.0432	0
22	american_worker	46		✗	0	0.956	0
23	work_peopl	4		✓	0	0.00557	0
23	work_peopl	4		✗	0.000398	0.994	0
24	corpor_profit	14		✓	0	0.0117	0
24	corpor_profit	14		✗	0	0.988	0
25	forti_year	4		✓	0.00259	0.00438	0
25	forti_year	4		✗	0	0.993	0
26	averag_famili	4		✓	0	0.00637	0
26	averag_famili	4		✗	0	0.994	0
27	famili_incom	0		✓	0	0.00119	0
27	famili_incom	0		✗	0	0.999	0
28	health_care	19		✓	0.0295	0.0189	0
28	health_care	19		✗	0	0.952	0
29	ga_price	6		✓	0.00378	0.00537	0
29	ga_price	6		✗	0.0285	0.962	0
30	recent_report	8		✓	0.00458	0.00796	0.000597
30	recent_report	8		✗	0.0312	0.956	0
31	slow_growth	17		✓	0	0.0488	0
31	slow_growth	17		✗	0.000398	0.951	0
32	corpor_profit	13		✓	0	0.0109	0.000199
32	corpor_profit	13		✗	0	0.989	0
33	increas_profit	54		✓	0.00318	0.0523	0.00299
33	increas_profit	54		✗	0	0.941	0
34	top___NUM__	36		✓	0	0.0414	0
34	top___NUM__	36		✗	0	0.959	0
35	bottom___NUM__	7		✓	0	0.00498	0
35	bottom___NUM__	7		✗	0	0.995	0
36	wealthiest___NUM__	8		✓	0.000398	0.00836	0
36	wealthiest___NUM__	8		✗	0	0.991	0
37	thirti_year_ago	17		✓	0.00458	0.0149	0.000199
37	thirti_year_ago	17		✗	0.000398	0.98	0
38	highest_level	5		✓	0	0.0117	0
38	highest_level	5		✗	0	0.988	0
39	incom_inequ	2		✓	0	0.00139	0
39	incom_inequ	2		✗	0	0.999	0
40	half_year	14		✓	0	0.0153	0.000199
40	half_year	14		✗	0	0.984	0
41	tax_break	11		✓	0	0.00816	0
41	tax_break	11		✗	0	0.992	0
42	cost___MONEY__	11		✓	0	0.00935	0.000199
42	cost___MONEY__	11		✗	0	0.99	0
43	__MONEY___trillion	15		✓	0	0.0129	0
43	__MONEY___trillion	15		✗	0	0.987	0
44	hous_price	10		✓	0.000199	0.00836	0
44	hous_price	10		✗	0	0.991	0
45	hard_work	12		✓	0.000199	0.0133	0
45	hard_work	12		✗	0	0.986	0
46	work_famili	0		✓	0	0.000995	0
46	work_famili	0		✗	0	0.999	0
47	credit_card	10		✓	0	0.0117	0
47	credit_card	10		✗	0	0.988	0
48	safeti_net	12		✓	0.000199	0.0137	0
48	safeti_net	12		✗	0	0.986	0
49	home_equiti	14		✓	0	0.0125	0
49	home_equiti	14		✗	0	0.987	0
50	hous_price	5		✓	0	0.00478	0
50	hous_price	5		✗	0	0.995	0
51	safeti_net	8		✓	0.000199	0.00637	0
51	safeti_net	8		✗	0	0.993	0
52	same_time	4		✓	0.000597	0.00537	0.000199
52	same_time	4		✗	0.000199	0.994	0
53	__NUM___million	37		✓	0.000199	0.0332	0
53	__NUM___million	37		✗	0	0.967	0
54	home_price	18		✓	0.000199	0.0167	0
54	home_price	18		✗	0	0.983	0
55	home_loan	32		✓	0.00279	0.0255	0.000796
55	home_loan	32		✗	0.000199	0.971	0
56	hous_market	16		✓	0	0.0189	0
56	hous_market	16		✗	0	0.981	0
57	__MONEY___trillion	4		✓	0	0.00338	0
57	__MONEY___trillion	4		✗	0	0.997	0
58	hous_market	11		✓	0	0.0101	0
58	hous_market	11		✗	0	0.99	0
59	warn_sign	24		✓	0	0.0219	0
59	warn_sign	24		✗	0	0.978	0
60	hous_price	25		✓	0	0.0189	0
60	hous_price	25		✗	0	0.981	0
61	invest_bank	7		✓	0	0.00557	0
61	invest_bank	7		✗	0	0.994	0
62	energi_cost	31		✓	0	0.0255	0
62	energi_cost	31		✗	0	0.975	0
63	household_debt	3		✓	0	0.00398	0
63	household_debt	3		✗	0	0.996	0
64	hous_market	5		✓	0	0.00458	0
64	hous_market	5		✗	0	0.995	0
65	mortgag_payment	27		✓	0.000199	0.0279	0
65	mortgag_payment	27		✗	0	0.972	0
66	global_economi	19		✓	0.00259	0.0197	0.000199
66	global_economi	19		✗	0	0.978	0
67	half_year	57		✓	0.00159	0.0535	0.000398
67	half_year	57		✗	0.00119	0.943	0
68	tax_incent	15		✓	0.00299	0.0149	0
68	tax_incent	15		✗	0.00239	0.98	0
69	outsourc_job	4		✓	0	0.00398	0
69	outsourc_job	4		✗	0.00498	0.991	0
70	tax_haven	2		✓	0.00299	0.00239	0
70	tax_haven	2		✗	0.00498	0.99	0
71	rise_inequ	4		✓	0.0422	0.00577	0
71	rise_inequ	4		✗	0.00816	0.944	0
72	tax_break	2		✓	0.00338	0.00299	0
72	tax_break	2		✗	0.0496	0.944	0
73	__NUM___million_american	11		✓	0.184	0.00677	0
73	__NUM___million_american	11		✗	0.0462	0.763	0
74	health_care	3		✓	0.00716	0.00418	0
74	health_care	3		✗	0.225	0.764	0
75	million_children	7		✓	0.00876	0.0127	0
75	million_children	7		✗	0.217	0.762	0
76	work_famili	2		✓	0.00318	0.0119	0
76	work_famili	2		✗	0.213	0.772	0
77	social_secur	18		✓	0.0173	0.0384	0
77	social_secur	18		✗	0.176	0.769	0
78	job_growth	8		✓	0.0181	0.00836	0.000199
78	job_growth	8		✗	0.182	0.791	0
79	wage_job	19		✓	0.0247	0.0111	0.00299
79	wage_job	19		✗	0.199	0.763	0
80	global_economi	15		✓	0.0127	0.0378	0.000597
80	global_economi	15		✗	0.189	0.758	0.00199
81	middl_class	61		✓	0.0277	0.218	0
81	middl_class	61		✗	0.00915	0.745	0
82	class_famili	0		✓	0.000597	0.00159	0
82	class_famili	0		✗	0.0362	0.962	0
83	bush_administr	27		✓	0.0768	0.0151	0.179
83	bush_administr	27		✗	0.0241	0.704	0.000597
84	polit_alli	7		✓	0.103	0.00418	0.0145
84	polit_alli	7		✗	0.0999	0.611	0.168
85	senior_citizen	6		✓	0.714	0	0.000796
85	senior_citizen	6		✗	0.206	0.00697	0.072
86	drug_price	2		✓	0.0163	0	0.00119
86	drug_price	2		✗	0.912	0.00318	0.0669
87	nation_secur	10		✓	0.314	0	0.0151
87	nation_secur	10		✗	0.626	0	0.0446
88	spend_monei	8		✓	0.173	0.000597	0.000398
88	spend_monei	8		✗	0.814	0	0.0115
89	work_famili	3		✓	0.116	0.00299	0
89	work_famili	3		✗	0.881	0.000597	0
90	health_insur	2		✓	0.00836	0.000199	0
90	health_insur	2		✗	0.988	0.00299	0
91	health_care	10		✓	0.0444	0.00358	0
91	health_care	10		✗	0.949	0.00299	0
92	middl_class	28		✓	0.13	0.0235	0
92	middl_class	28		✗	0.841	0.00557	0
93	class_famili	0		✓	0.00398	0	0
93	class_famili	0		✗	0.967	0.0289	0
94	world_war_ii	11		✓	0.0706	0.000199	0.00139
94	world_war_ii	11		✗	0.927	0.000398	0
95	work_hard	11		✓	0.0456	0.000199	0
95	work_hard	11		✗	0.954	0	0
96	small_busi	5		✓	0.0239	0.000995	0
96	small_busi	5		✗	0.975	0.000199	0
97	earli_ag	26		✓	0.105	0	0.000199
97	earli_ag	26		✗	0.895	0	0
98	work_ethic	32		✓	0.127	0	0
98	work_ethic	32		✗	0.873	0	0
99	great_american	5		✓	0.0187	0	0
99	great_american	5		✗	0.981	0	0
100	american_middl_class	0		✓	0.00338	0.00259	0
100	american_middl_class	0		✗	0.994	0	0
101	american_dream	25		✓	0.0882	0.0537	0
101	american_dream	25		✗	0.856	0.00199	0
102	middl_class	10		✓	0.037	0.0312	0
102	middl_class	10		✗	0.877	0.0549	0
103	white_hous	21		✓	0.071	0.0201	0.00179
103	white_hous	21		✗	0.825	0.0824	0
104	middl_class	7		✓	0.0205	0.167	0
104	middl_class	7		✗	0.71	0.102	0
105	american_middl_class	48		✓	0.0699	0.348	0
105	american_middl_class	48		✗	0.327	0.255	0
106	american_histori	16		✓	0.0137	0.2	0.00239
106	american_histori	16		✗	0.19	0.594	0
107	american_economi	22		✓	0.0151	0.0798	0.00318
107	american_economi	22		✗	0.126	0.775	0.00119
108	same_time	39		✓	0.0517	0.035	0.032
108	same_time	39		✗	0.114	0.763	0.00378
109	world_largest	6		✓	0.0356	0.00736	0.00537
109	world_largest	6		✗	0.157	0.761	0.0336
110	middl_class	3		✓	0.0999	0.00796	0
110	middl_class	3		✗	0.155	0.737	0.000199
111	poor_peopl	3		✓	0.0752	0.00219	0.00119
111	poor_peopl	3		✗	0.251	0.671	0
112	middl_class	9		✓	0.0537	0.0143	0.000199
112	middl_class	9		✗	0.293	0.639	0
113	free_market	29		✓	0.228	0.0159	0.0193
113	free_market	29		✗	0.299	0.438	0.000199
114	public_polici	3		✓	0.0358	0.00139	0.0388
114	public_polici	3		✗	0.513	0.391	0.0197
115	sound_econom	3		✓	0.0581	0.00179	0.0183
115	sound_econom	3		✗	0.539	0.325	0.0577
116	teddi_roosevelt	9		✓	0.361	0.000398	0.032
116	teddi_roosevelt	9		✗	0.525	0.0205	0.0613
117	franklin_roosevelt	8		✓	0.0679	0	0.00418
117	franklin_roosevelt	8		✗	0.847	0.00119	0.08
118	presid_kennedi	38		✓	0.192	0.00159	0.00139
118	presid_kennedi	38		✗	0.773	0	0.0326
119	presid_johnson	8		✓	0.0589	0.00139	0
119	presid_johnson	8		✗	0.925	0.00119	0.0135
120	end_poverti	3		✓	0.0147	0.0362	0.000597
120	end_poverti	3		✗	0.934	0.00259	0.0115
121	fiscal_respons	21		✓	0.0181	0.81	0.000597
121	fiscal_respons	21		✗	0.134	0.0374	0
122	__NUM___million	32		✓	0.00159	0.161	0
122	__NUM___million	32		✗	0.0167	0.821	0
123	econom_expans	6		✓	0	0.0251	0
123	econom_expans	6		✗	0	0.975	0
124	american_histori	2		✓	0	0.00239	0
124	american_histori	2		✗	0	0.998	0
125	balanc_budget	1		✓	0	0.000995	0
125	balanc_budget	1		✗	0	0.999	0
126	famili_incom	5		✓	0.000398	0.00458	0
126	famili_incom	5		✗	0	0.995	0
127	reagan_administr	24		✓	0.0111	0.0207	0.00736
127	reagan_administr	24		✗	0.000199	0.961	0
128	econom_success	6		✓	0.00199	0.00776	0.000796
128	econom_success	6		✗	0.0109	0.972	0.00697
129	wide_share	37		✓	0.0241	0.045	0.000796
129	wide_share	37		✗	0.00856	0.919	0.00219
130	good_job	12		✓	0.813	0.00219	0.000796
130	good_job	12		✗	0.0291	0.155	0
131	share_prosper	3		✓	0.0193	0.00219	0.000597
131	share_prosper	3		✗	0.825	0.152	0.000597
132	presid_bush	36		✓	0.0722	0.0283	0.374
132	presid_bush	36		✗	0.428	0.0957	0.00159
133	republican_congress	4		✓	0.0145	0.000995	0.00915
133	republican_congress	4		✗	0.488	0.116	0.371
134	tax_cut	37		✓	0.00119	0.881	0.000199
134	tax_cut	37		✗	0.000597	0.115	0.00239
135	govern_monei	18		✓	0.00915	0.0161	0
135	govern_monei	18		✗	0.00119	0.972	0.00199
136	middl_class	3		✓	0.00637	0.00557	0
136	middl_class	3		✗	0.0105	0.978	0
137	class_famili	0		✓	0.00537	0.000398	0.000199
137	class_famili	0		✗	0.0169	0.977	0
138	cut_back	22		✓	0.621	0.00617	0
138	cut_back	22		✗	0.0211	0.352	0
139	young_person	8		✓	0.375	0	0
139	young_person	8		✗	0.621	0.00378	0
140	health_care	9		✓	0.0344	0.000199	0
140	health_care	9		✗	0.964	0.00159	0
141	__NUM___million_american	18		✓	0.0752	0.000199	0
141	__NUM___million_american	18		✗	0.924	0.000796	0
142	health_insur	3		✓	0.0183	0	0
142	health_insur	3		✗	0.981	0.000398	0
143	fair_wage	34		✓	0.139	0	0
143	fair_wage	34		✗	0.861	0	0
144	work_condit	3		✓	0.0123	0	0
144	work_condit	3		✗	0.988	0	0
145	ga_price	7		✓	0.0629	0.000398	0
145	ga_price	7		✗	0.937	0	0
146	foreign_oil	11		✓	0.239	0.000199	0.00139
146	foreign_oil	11		✗	0.759	0	0
147	white_hous	30		✓	0.162	0	0.00577
147	white_hous	30		✗	0.831	0	0.00119
148	unit_state	13		✓	0.0567	0.000199	0.00358
148	unit_state	13		✗	0.934	0	0.00577
149	young_peopl	22		✓	0.0909	0	0.000199
149	young_peopl	22		✗	0.908	0.000199	0.000199
150	singl_dai	19		✓	0.0695	0.00219	0
150	singl_dai	19		✗	0.928	0	0
151	__NUM___centuri	17		✓	0.0657	0.0107	0.000199
151	__NUM___centuri	17		✗	0.921	0.00199	0
152	middl_class	7		✓	0.0308	0.0187	0.000199
152	middl_class	7		✗	0.937	0.0127	0.000199
153	econom_prosper	17		✓	0.0621	0.0123	0.0494
153	econom_prosper	17		✗	0.848	0.0285	0.000199
154	white_hous	29		✓	0.119	0.0137	0.03
154	white_hous	29		✗	0.767	0.0314	0.0396
155	america_histori	14		✓	0.0432	0.0874	0.0261
155	america_histori	14		✗	0.734	0.0444	0.0653
156	econom_polici	26		✓	0.0722	0.102	0.0125
156	econom_polici	26		✗	0.619	0.127	0.0671
157	local_peopl	11		✓	0.156	0.00119	0.00776
157	local_peopl	11		✗	0.658	0.107	0.0697
158	econom_opportun	4		✓	0.242	0	0.00179
158	econom_opportun	4		✗	0.712	0.00239	0.0418
159	good_job	29		✓	0.18	0.00378	0
159	good_job	29		✗	0.815	0.000199	0.000995
160	work_hard	24		✓	0.0967	0.0344	0.000199
160	work_hard	24		✗	0.865	0.00378	0.000199
161	econom_growth	60		✓	0.181	0.143	0.00597
161	econom_growth	60		✗	0.636	0.0338	0.000199
162	half_year	5		✓	0.0207	0.00179	0.00697
162	half_year	5		✗	0.797	0.167	0.00597
163	foreign_oil	12		✓	0.151	0.000796	0.0139
163	foreign_oil	12		✗	0.79	0.0336	0.0101
164	scientif_evid	73		✓	0.0348	0.0179	0.768
164	scientif_evid	73		✗	0.15	0.00637	0.0229
165	stem_cell	6		✓	0	0	0.216
165	stem_cell	6		✗	0.000199	0	0.784
166	cell_research	0		✓	0	0	0.000796
166	cell_research	0		✗	0	0	0.999
167	make_decis	9		✓	0.00537	0	0.00975
167	make_decis	9		✗	0	0	0.985
168	global_economi	28		✓	0.0923	0.0281	0.0257
168	global_economi	28		✗	0.00498	0	0.849
169	execut_order	31		✓	0.000199	0	0.151
169	execut_order	31		✗	0.00498	0.00159	0.842
170	presid_bush	20		✓	0.000199	0	0.0312
170	presid_bush	20		✗	0.000199	0	0.968
171	stem_cell	3		✓	0	0	0.00299
171	stem_cell	3		✗	0	0	0.997
172	cell_research	0		✓	0.000597	0	0.000597
172	cell_research	0		✗	0	0	0.999
173	dramat_increas	9		✓	0.654	0	0.00179
173	dramat_increas	9		✗	0.00557	0	0.339
174	nation_institut	14		✓	0.303	0.000199	0
174	nation_institut	14		✗	0.653	0	0.0432
175	tax_credit	18		✓	0.0394	0.000398	0.000398
175	tax_credit	18		✗	0.953	0	0.00716
176	altern_energi	48		✓	0.0167	0	0
176	altern_energi	48		✗	0.983	0	0
177	__MONEY___billion	6		✓	0.000398	0	0
177	__MONEY___billion	6		✗	1	0	0
178	clean_energi	6		✓	0.000995	0	0
178	clean_energi	6		✗	0.999	0	0
179	energi_technolog	0		✓	0.000398	0	0
179	energi_technolog	0		✗	1	0	0
180	global_warm	14		✓	0.00159	0	0
180	global_warm	14		✗	0.998	0	0
181	foreign_oil	6		✓	0.000398	0	0
181	foreign_oil	6		✗	1	0	0
182	big_oil	15		✓	0.00159	0	0
182	big_oil	15		✗	0.998	0	0
183	oil_compani	0		✓	0	0	0
183	oil_compani	0		✗	1	0	0
184	green_technolog	27		✓	0.00398	0	0
184	green_technolog	27		✗	0.996	0	0
185	oil_compani	30		✓	0.0501	0.00179	0.000398
185	oil_compani	30		✗	0.948	0	0
186	nation_secur	22		✓	0.153	0.000199	0.0378
186	nation_secur	22		✗	0.809	0	0.000597
187	energi_economi	14		✓	0.0505	0.000597	0.00119
187	energi_economi	14		✗	0.918	0	0.0293
188	altern_energi	31		✓	0.0665	0.000199	0.00179
188	altern_energi	31		✗	0.916	0	0.0153
189	young_men	14		✓	0.428	0.000199	0.0326
189	young_men	14		✗	0.525	0	0.0137
190	start_talk	26		✓	0.15	0.00517	0.000398
190	start_talk	26		✗	0.841	0	0.00378
191	small_busi	30		✓	0.0933	0.000597	0
191	small_busi	30		✗	0.906	0.000199	0
192	__NUM___employe	5		✓	0.0127	0	0
192	__NUM___employe	5		✗	0.987	0	0
193	__NUM___million	3		✓	0.00537	0.000199	0
193	__NUM___million	3		✗	0.994	0	0
194	__NUM___job	43		✓	0.0392	0	0
194	__NUM___job	43		✗	0.961	0	0
195	econom_growth	42		✓	0.0458	0.000597	0
195	econom_growth	42		✗	0.954	0	0
196	__MONEY___billion	5		✓	0.00498	0	0
196	__MONEY___billion	5		✗	0.995	0	0
197	ten_year	19		✓	0.00239	0	0
197	ten_year	19		✗	0.998	0	0
198	public_transit	36		✓	0.00517	0	0
198	public_transit	36		✗	0.995	0	0
199	transit_system	0		✓	0	0	0
199	transit_system	0		✗	1	0	0
200	__MONEY___billion	13		✓	0.000796	0	0
200	__MONEY___billion	13		✗	0.999	0	0
201	green_build	4		✓	0.000597	0	0
201	green_build	4		✗	0.999	0	0
202	energi_effici	14		✓	0.00219	0	0
202	energi_effici	14		✗	0.998	0	0
203	__NUM___centuri	20		✓	0.124	0.032	0.031
203	__NUM___centuri	20		✗	0.813	0	0
204	make_thing	43		✓	0.17	0.243	0.117
204	make_thing	43		✗	0.414	0.0293	0.0273
205	incom_inequ	11		✓	0.00756	0.249	0.00836
205	incom_inequ	11		✗	0.361	0.269	0.105
206	bush_administr	45		✓	0.036	0.0295	0.163
206	bush_administr	45		✗	0.294	0.375	0.103
207	global_competit	64		✓	0.703	0.000199	0.0161
207	global_competit	64		✗	0.207	0.00358	0.07
208	fair_share	25		✓	0.0838	0.00537	0.0113
208	fair_share	25		✗	0.82	0.00299	0.0768
209	union_worker	18		✓	0.0402	0	0.00159
209	union_worker	18		✗	0.88	0.00259	0.0754
210	privat_sector	43		✓	0.0591	0.0107	0.00637
210	privat_sector	43		✗	0.853	0.00239	0.0689
211	work_condit	19		✓	0.0577	0.0213	0.00139
211	work_condit	19		✗	0.833	0.0119	0.0746
212	fair_share	10		✓	0.00478	0.0907	0.0263
212	fair_share	10		✗	0.77	0.0328	0.0756
213	higher_incom	20		✓	0.00856	0.0621	0.0229
213	higher_incom	20		✗	0.687	0.12	0.0995
214	consum_spend	6		✓	0.000796	0.0159	0.000597
214	consum_spend	6		✗	0.681	0.181	0.121
215	sum_game	16		✓	0.0291	0.00259	0.00796
215	sum_game	16		✗	0.677	0.168	0.115
216	fair_wage	69		✓	0.4	0	0
216	fair_wage	69		✗	0.596	0	0.00338
217	work_condit	3		✓	0.0125	0.000597	0
217	work_condit	3		✗	0.984	0	0.00299
218	middl_class	11		✓	0.257	0.0896	0.000398
218	middl_class	11		✗	0.653	0.000597	0.000398
219	import_issu	22		✓	0.221	0.0203	0.00677
219	import_issu	22		✗	0.676	0.0754	0
220	big_deal	19		✓	0.0671	0.115	0.00159
220	big_deal	19		✗	0.723	0.0923	0.000995
221	middl_class	17		✓	0.0579	0.0281	0.00438
221	middl_class	17		✗	0.709	0.2	0.000995
222	republican_presid	32		✓	0.0109	0	0.902
222	republican_presid	32		✗	0.08	0.00179	0.00557
223	republican_congress	2		✓	0.00438	0	0.00458
223	republican_congress	2		✗	0.0884	0.00119	0.901
224	free_countri	47		✓	0.0267	0.0165	0.0706
224	free_countri	47		✗	0.0482	0.000597	0.837
225	labor_relat	59		✓	0.324	0.0716	0.0183
225	labor_relat	59		✗	0.0555	0.0141	0.516
226	work_peopl	10		✓	0.0633	0.04	0.00318
226	work_peopl	10		✗	0.349	0.0836	0.461
227	trade_polici	12		✓	0.0279	0.00557	0.0247
227	trade_polici	12		✗	0.368	0.115	0.459
228	american_worker	4		✓	0.00617	0.148	0.0287
228	american_worker	4		✗	0.225	0.12	0.472
229	trade_partner	21		✓	0.0187	0.0308	0.0265
229	trade_partner	21		✗	0.174	0.258	0.491
230	trade_deficit	33		✓	0.24	0.00697	0.0159
230	trade_deficit	33		✗	0.178	0.16	0.399
231	__MONEY___billion	8		✓	0.0245	0.00219	0.00418
231	__MONEY___billion	8		✗	0.418	0.143	0.409
232	econom_polici_institut	4		✓	0.00856	0.000796	0.00299
232	econom_polici_institut	4		✗	0.442	0.135	0.411
233	lost___NUM__	5		✓	0.00338	0.00637	0.00219
233	lost___NUM__	5		✗	0.445	0.13	0.413
234	__NUM___million_job	0		✓	0	0.000796	0.00756
234	__NUM___million_job	0		✗	0.442	0.135	0.415
235	higher_price	7		✓	0.00836	0	0.289
235	higher_price	7		✗	0.278	0.000995	0.424
236	low_cost	2		✓	0.00597	0.000199	0.144
236	low_cost	2		✗	0.138	0	0.713
237	consum_good	1		✓	0.00199	0	0.0279
237	consum_good	1		✗	0.114	0	0.856
238	safeti_problem	6		✓	0.00119	0.000199	0.0135
238	safeti_problem	6		✗	0.103	0	0.882
239	__NUM___year	4		✓	0.00498	0	0.0149
239	__NUM___year	4		✗	0.0888	0.000199	0.891
240	ordinari_citizen	45		✓	0.000199	0.000995	0.0931
240	ordinari_citizen	45		✗	0.00657	0	0.899
241	enforc_offic	26		✓	0	0	0.0119
241	enforc_offic	26		✗	0.000199	0	0.988
242	unit_state	3		✓	0.00119	0	0.0221
242	unit_state	3		✗	0.000199	0	0.977
243	trade_agreement	11		✓	0	0	0.00279
243	trade_agreement	11		✗	0.000398	0	0.997
244	bush_administr	12		✓	0	0	0.00219
244	bush_administr	12		✗	0	0	0.998
245	trade_agreement	12		✓	0	0.000199	0.000398
245	trade_agreement	12		✗	0	0	0.999
246	clinton_administr	9		✓	0	0	0.00179
246	clinton_administr	9		✗	0	0	0.998
247	trade_agreement	16		✓	0	0.000995	0.000398
247	trade_agreement	16		✗	0	0	0.999
248	american_worker	31		✓	0.000398	0.00318	0.000199
248	american_worker	31		✗	0	0.000995	0.995
249	bush_administr	93		✓	0.00716	0.00517	0.0408
249	bush_administr	93		✗	0.000199	0.00159	0.945
250	red_tape	53		✓	0.0917	0.000398	0.00159
250	red_tape	53		✗	0.00677	0.00239	0.897
251	trade_agreement	31		✓	0.0253	0.0233	0.00179
251	trade_agreement	31		✗	0.0768	0.00239	0.87
252	assist_program	36		✓	0.618	0.0509	0.00318
252	assist_program	36		✗	0.0876	0.0139	0.226
253	global_competit	11		✓	0.246	0.000199	0.000995
253	global_competit	11		✗	0.67	0.000199	0.0828
254	health_care	7		✓	0.034	0	0
254	health_care	7		✗	0.888	0	0.0776
255	job_train	3		✓	0.0161	0	0.00119
255	job_train	3		✗	0.905	0	0.0776
256	assist_program	19		✓	0.0543	0.0589	0.113
256	assist_program	19		✗	0.694	0.000398	0.0794
257	servic_worker	21		✓	0.0625	0.00617	0.0726
257	servic_worker	21		✗	0.626	0.04	0.192
258	servic_job	34		✓	0.114	0.00259	0.0127
258	servic_job	34		✗	0.59	0.0223	0.259
259	job_oversea	0		✓	0.00657	0.00159	0.000398
259	job_oversea	0		✗	0.701	0.0249	0.265
260	free_trade_agreement	27		✓	0.0293	0	0.045
260	free_trade_agreement	27		✗	0.668	0.00597	0.252
261	free_trade_agreement	27		✓	0.00975	0.000199	0.000796
261	free_trade_agreement	27		✗	0.687	0.00557	0.296
262	job_train	12		✓	0.322	0	0
262	job_train	12		✗	0.643	0	0.0354
263	train_program	0		✓	0.00418	0	0
263	train_program	0		✗	0.963	0	0.0328
264	__MONEY___million	4		✓	0.0547	0.000398	0
264	__MONEY___million	4		✗	0.926	0	0.0185
265	tax_credit	6		✓	0.0754	0.00219	0.00239
265	tax_credit	6		✗	0.914	0	0.00617
266	worker_pai	4		✓	0.0426	0.000597	0.00378
266	worker_pai	4		✗	0.945	0.00179	0.00577
267	health_insur	2		✓	0.113	0.000398	0
267	health_insur	2		✗	0.884	0.00159	0.000398
268	feder_employe	18		✓	0.0259	0	0
268	feder_employe	18		✗	0.974	0	0
269	health_benefit	1		✓	0.00219	0.000796	0.000199
269	health_benefit	1		✗	0.997	0	0
270	tax_system	20		✓	0.0121	0.836	0.000398
270	tax_system	20		✗	0.151	0.000995	0
271	incom_tax	7		✓	0	0.167	0
271	incom_tax	7		✗	0.00259	0.83	0
272	tax_rate	0		✓	0	0.00219	0
272	tax_rate	0		✗	0.000995	0.997	0
273	incom_american	4		✓	0	0.00358	0
273	incom_american	4		✗	0	0.996	0
274	balanc_budget	13		✓	0	0.0121	0
274	balanc_budget	13		✗	0	0.988	0
275	econom_growth	2		✓	0.000199	0.00219	0
275	econom_growth	2		✗	0	0.998	0
276	plai_field	6		✓	0	0.00597	0
276	plai_field	6		✗	0	0.994	0
277	wall_street	11		✓	0	0.0107	0
277	wall_street	11		✗	0	0.989	0
278	make___MONEY__	3		✓	0	0.00378	0
278	make___MONEY__	3		✗	0	0.996	0
279	__MONEY___million	0		✓	0	0.00159	0
279	__MONEY___million	0		✗	0	0.998	0
280	capit_gain	26		✓	0.00239	0.0235	0.00139
280	capit_gain	26		✗	0	0.973	0
281	make___MONEY__	29		✓	0	0.0281	0
281	make___MONEY__	29		✗	0	0.972	0
282	pai___NUM__	4		✓	0	0.00478	0
282	pai___NUM__	4		✗	0	0.995	0
283	modern_economi	10		✓	0	0.0117	0
283	modern_economi	10		✗	0	0.988	0
284	lower_tax	4		✓	0	0.00318	0
284	lower_tax	4		✗	0	0.997	0
285	tax_rate	0		✓	0	0.000597	0
285	tax_rate	0		✗	0	0.999	0
286	health_care	8		✓	0	0.00816	0
286	health_care	8		✗	0	0.992	0
287	care_worker	0		✓	0	0.000597	0
287	care_worker	0		✗	0	0.999	0
288	middl_class	22		✓	0	0.0207	0
288	middl_class	22		✗	0	0.979	0
289	class_american	0		✓	0	0.000597	0
289	class_american	0		✗	0	0.999	0
290	tax_cut	6		✓	0	0.00677	0
290	tax_cut	6		✗	0	0.993	0
291	tax_credit	4		✓	0	0.00338	0
291	tax_credit	4		✗	0	0.997	0
292	incom_tax	9		✓	0	0.00935	0
292	incom_tax	9		✗	0	0.991	0
293	tax_rate	0		✓	0	0.000398	0
293	tax_rate	0		✗	0	1	0
294	middl_class	25		✓	0.000199	0.0231	0
294	middl_class	25		✗	0	0.977	0
295	class_famili	0		✓	0	0.00159	0
295	class_famili	0		✗	0	0.998	0
296	higher_tax	2		✓	0	0.00378	0
296	higher_tax	2		✗	0	0.996	0
297	tax_rate	0		✓	0	0.000398	0
297	tax_rate	0		✗	0	1	0
298	earn_incom	13		✓	0	0.00995	0
298	earn_incom	13		✗	0	0.99	0
299	incom_tax_credit	0		✓	0	0.000199	0
299	incom_tax_credit	0		✗	0	1	0
300	middl_class	11		✓	0.000398	0.00876	0
300	middl_class	11		✗	0	0.991	0
301	tax_credit	6		✓	0.000199	0.00478	0
301	tax_credit	6		✗	0	0.995	0
302	small_busi	3		✓	0.000597	0.00438	0
302	small_busi	3		✗	0	0.995	0
303	health_care	3		✓	0.000199	0.00577	0
303	health_care	3		✗	0.000199	0.994	0
304	corpor_tax	9		✓	0	0.00736	0
304	corpor_tax	9		✗	0	0.993	0
305	tax_reform	0		✓	0	0.00139	0
305	tax_reform	0		✗	0	0.999	0
306	corpor_profit	10		✓	0	0.0101	0
306	corpor_profit	10		✗	0	0.99	0
307	tax_break	26		✓	0.00219	0.0237	0
307	tax_break	26		✗	0	0.974	0
308	tax_haven	11		✓	0.00796	0.0119	0.000199
308	tax_haven	11		✗	0.00219	0.978	0
309	work_hard	22		✓	0.498	0.00955	0.000398
309	work_hard	22		✗	0.00915	0.483	0
310	global_economi	18		✓	0.27	0.00577	0.00119
310	global_economi	18		✗	0.472	0.25	0.000199
311	young_peopl	11		✓	0.277	0.000199	0.000199
311	young_peopl	11		✗	0.711	0.0119	0.000199
312	young_man	12		✓	0.0563	0	0.000199
312	young_man	12		✗	0.942	0.000796	0.000199
313	high_school	13		✓	0.0496	0	0
313	high_school	13		✗	0.95	0	0
314	law_school	17		✓	0.0617	0.00557	0.000199
314	law_school	17		✗	0.933	0	0
315	tax_credit	68		✓	0.245	0.00338	0.000199
315	tax_credit	68		✗	0.751	0.000199	0
316	young_peopl	3		✓	0.0193	0.000398	0
316	young_peopl	3		✗	0.979	0.00139	0
317	attend_colleg	1		✓	0.00955	0.00139	0
317	attend_colleg	1		✗	0.987	0.00179	0
318	privat_univers	48		✓	0.0189	0.824	0.0468
318	privat_univers	48		✗	0.108	0.00299	0
319	top___NUM__	6		✓	0.00239	0.0834	0.000597
319	top___NUM__	6		✗	0.0563	0.822	0.0356
320	bottom___NUM__	26		✓	0.0213	0.0553	0.000199
320	bottom___NUM__	26		✗	0.0392	0.872	0.0115
321	work_hard	18		✓	0.431	0.00776	0.000796
321	work_hard	18		✗	0.0434	0.516	0.000597
322	year_colleg	44		✓	0.597	0.000398	0.000398
322	year_colleg	44		✗	0.401	0.000796	0
323	commun_colleg	14		✓	0.0555	0	0
323	commun_colleg	14		✗	0.944	0	0
324	pai_job	12		✓	0.0513	0.00239	0.000199
324	pai_job	12		✗	0.946	0	0
325	good_job	46		✓	0.173	0.000597	0
325	good_job	46		✗	0.826	0.000199	0
326	young_peopl	140		✓	0.443	0.000597	0.000199
326	young_peopl	140		✗	0.556	0	0
327	good_job	33		✓	0.125	0	0
327	good_job	33		✗	0.875	0	0
328	skill_worker	4		✓	0.0137	0	0.000398
328	skill_worker	4		✗	0.986	0	0
329	health_care_plan	29		✓	0.132	0	0
329	health_care_plan	29		✗	0.868	0	0
330	privat_plan	55		✓	0.0736	0	0
330	privat_plan	55		✗	0.926	0	0
331	public_plan	13		✓	0.0165	0.000199	0
331	public_plan	13		✗	0.983	0	0
332	tax_credit	9		✓	0.0109	0	0
332	tax_credit	9		✗	0.989	0	0
333	stai_home	33		✓	0.05	0	0.000199
333	stai_home	33		✗	0.95	0	0
334	save___MONEY__	28		✓	0.0283	0	0
334	save___MONEY__	28		✗	0.972	0	0
335	__MONEY___billion	0		✓	0	0	0
335	__MONEY___billion	0		✗	1	0	0
336	health_care_system	5		✓	0.000398	0	0
336	health_care_system	5		✗	1	0	0
337	medic_record	33		✓	0.00975	0.000398	0.000995
337	medic_record	33		✗	0.989	0	0
338	hous_market	85		✓	0.000199	0.999	0.000199
338	hous_market	85		✗	0.000398	0.000398	0
339	home_price	12		✓	0	0.0111	0
339	home_price	12		✗	0	0.989	0
340	lend_practic	58		✓	0	0.0535	0
340	lend_practic	58		✗	0	0.946	0
341	afford_hous	18		✓	0.000796	0.0153	0
341	afford_hous	18		✗	0	0.984	0
342	__MONEY___billion	28		✓	0	0.0265	0.000995
342	__MONEY___billion	28		✗	0	0.973	0
343	billion_dollar	0		✓	0	0.000796	0
343	billion_dollar	0		✗	0	0.998	0.000995
344	rate_mortgag	4		✓	0	0.00299	0.00219
344	rate_mortgag	4		✗	0	0.994	0.00119
345	approxim___MONEY__	6		✓	0.00358	0.00338	0.306
345	approxim___MONEY__	6		✗	0.000199	0.681	0.00597
346	__MONEY___billion	0		✓	0	0.000199	0.0159
346	__MONEY___billion	0		✗	0.00338	0.668	0.312
347	fanni_mae	43		✓	0	0	0.673
347	fanni_mae	43		✗	0	0.000995	0.326
348	freddi_mac	2		✓	0	0	0.000995
348	freddi_mac	2		✗	0	0	0.999
349	rate_loan	20		✓	0	0.000796	0.000398
349	rate_loan	20		✗	0	0	0.999
350	fanni_mae	56		✓	0	0	0.00199
350	fanni_mae	56		✗	0	0	0.998
351	freddi_mac	2		✓	0	0	0
351	freddi_mac	2		✗	0	0	1
352	feder_statut	172		✓	0.0251	0.112	0.0193
352	feder_statut	172		✗	0	0	0.844
353	social_secur	82		✓	0.0275	0.866	0.000199
353	social_secur	82		✗	0.00279	0.103	0.000995
354	fiscal_respons	49		✓	0.00119	0.0758	0
354	fiscal_respons	49		✗	0.000597	0.922	0
355	increas_spend	9		✓	0	0.00935	0
355	increas_spend	9		✗	0	0.991	0
356	previou_administr	9		✓	0	0.00816	0
356	previou_administr	9		✗	0	0.992	0
357	fiscal_respons	12		✓	0.000199	0.0129	0
357	fiscal_respons	12		✗	0	0.987	0
358	presid_bush	16		✓	0	0.0123	0
358	presid_bush	16		✗	0	0.988	0
359	tax_cut	4		✓	0	0.00318	0
359	tax_cut	4		✗	0	0.997	0
360	oil_compani	6		✓	0	0.00498	0
360	oil_compani	6		✗	0.000199	0.995	0
361	interest_group	4		✓	0	0.00358	0
361	interest_group	4		✗	0.000199	0.996	0
362	tax_cut	19		✓	0	0.0169	0
362	tax_cut	19		✗	0	0.983	0
363	borrow_monei	23		✓	0	0.0205	0
363	borrow_monei	23		✗	0	0.98	0
364	foreign_countri	2		✓	0	0.00179	0
364	foreign_countri	2		✗	0	0.998	0
365	nation_debt	28		✓	0	0.0251	0
365	nation_debt	28		✗	0	0.975	0
366	__MONEY___trillion	2		✓	0	0.00119	0
366	__MONEY___trillion	2		✗	0	0.999	0
367	presid_bush	7		✓	0.000199	0.00498	0
367	presid_bush	7		✗	0	0.995	0
368	america_todai	23		✓	0.00119	0.0171	0
368	america_todai	23		✗	0	0.982	0
369	nation_debt	6		✓	0.000199	0.00776	0.000199
369	nation_debt	6		✗	0	0.992	0
370	middl_east	34		✓	0.0193	0.0269	0.0901
370	middl_east	34		✗	0.000398	0.863	0.000597
371	put_simpli	11		✓	0.000398	0.0822	0.000796
371	put_simpli	11		✗	0.00418	0.877	0.035
372	borrow_monei	4		✓	0	0.043	0
372	borrow_monei	4		✗	0	0.956	0.00119
373	tax_cut	5		✓	0	0.00517	0
373	tax_cut	5		✗	0	0.995	0
374	presid_bush	2		✓	0	0.00279	0.000199
374	presid_bush	2		✗	0	0.997	0
375	special_interest	3		✓	0	0.00239	0
375	special_interest	3		✗	0	0.998	0
376	trade_partner	19		✓	0.000199	0.0151	0.000398
376	trade_partner	19		✗	0	0.984	0
377	move_back	74		✓	0	0.07	0
377	move_back	74		✗	0	0.93	0
378	balanc_budget	3		✓	0	0.00279	0
378	balanc_budget	3		✗	0	0.997	0
379	term_invest	15		✓	0.000199	0.0123	0.000398
379	term_invest	15		✗	0	0.987	0
380	borrow_monei	4		✓	0	0.00458	0
380	borrow_monei	4		✗	0	0.995	0
381	tax_cut	18		✓	0.000398	0.0155	0
381	tax_cut	18		✗	0	0.984	0
382	cut_spend	31		✓	0.218	0.0209	0.0185
382	cut_spend	31		✗	0.000597	0.742	0
383	broadli_share	31		✓	0.495	0.00736	0.000199
383	broadli_share	31		✗	0.19	0.307	0.000199
384	share_prosper	0		✓	0.00597	0.000199	0
384	share_prosper	0		✗	0.683	0.31	0.000199
385	year_ago	41		✓	0.265	0.00418	0.1
385	year_ago	41		✗	0.558	0.0722	0.000199
386	kansa_citi	8		✓	0.0615	0.000597	0.0157
386	kansa_citi	8		✗	0.793	0.0326	0.0961
387	franklin_roosevelt	5		✓	0.0432	0	0.00458
387	franklin_roosevelt	5		✗	0.833	0.0181	0.101
388	middl_class	66		✓	0.244	0.164	0.000995
388	middl_class	66		✗	0.575	0.0137	0.00299
	__END_OF_SPEECH__	38

Hillary Clinton

Cue-lag representation