Barack Obama

This speech titled 2007.10.08 originally had 4568 tokens. In its cue-lag representation, it has 152 cue terms and an average lag of 27.5. 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
#	Cue term	Lag before term	Restart		∑Left	Center	∑Right
1	week_ago	1		✓	0.134	0	0.866
1	week_ago	1		✗	0	0	0
2	world_largest	7		✓	0.0121	0	0.0314
2	world_largest	7		✗	0.113	0	0.844
3	greenhous_gase	3		✓	0.000995	0	0.00199
3	greenhous_gase	3		✗	0.124	0	0.873
4	greatest_threat	78		✓	0.0263	0	0.932
4	greatest_threat	78		✗	0.0115	0	0.0302
5	white_hous	49		✓	0.0905	0	0.0555
5	white_hous	49		✗	0.0285	0	0.825
6	american_peopl	259		✓	0.123	0	0.365
6	american_peopl	259		✗	0.00876	0	0.503
7	__NUM___ton	40		✓	0.00935	0	0.168
7	__NUM___ton	40		✗	0.0205	0	0.802
8	carbon_dioxid	2		✓	0.0123	0	0.47
8	carbon_dioxid	2		✗	0.0239	0	0.494
9	greenhous_ga	10		✓	0.0123	0	0.0691
9	greenhous_ga	10		✗	0.0308	0	0.888
10	renew_sourc	33		✓	0.000199	0	0.328
10	renew_sourc	33		✗	0	0	0.672
11	global_warm	69		✓	0.0903	0	0.0161
11	global_warm	69		✗	0.000199	0	0.893
12	scienc_fiction	13		✓	0.14	0.000199	0.00915
12	scienc_fiction	13		✗	0.0862	0	0.764
13	energi_polici	18		✓	0.0374	0	0.00577
13	energi_polici	18		✗	0.216	0	0.741
14	task_forc	4		✓	0.0342	0	0.0177
14	task_forc	4		✗	0.251	0	0.697
15	american_peopl	27		✓	0.0225	0	0.0786
15	american_peopl	27		✗	0.201	0	0.698
16	energi_independ	32		✓	0.00239	0	0.195
16	energi_independ	32		✗	0.049	0	0.754
17	richard_nixon	8		✓	0	0	0.0535
17	richard_nixon	8		✗	0.000796	0	0.946
18	fossil_fuel	13		✓	0	0	0.00458
18	fossil_fuel	13		✗	0	0	0.995
19	union_address	7		✓	0	0	0.00299
19	union_address	7		✗	0	0	0.997
20	global_warm	24		✓	0	0	0.0119
20	global_warm	24		✗	0	0	0.988
21	energi_crisi	29		✓	0	0	0.0279
21	energi_crisi	29		✗	0	0	0.972
22	power_interest	45		✓	0.0714	0.000199	0.874
22	power_interest	45		✗	0	0	0.0539
23	statu_quo	8		✓	0.08	0	0.032
23	statu_quo	8		✗	0.0629	0	0.825
24	same_peopl	54		✓	0.179	0	0.423
24	same_peopl	54		✗	0.0585	0	0.339
25	foreign_oil	42		✓	0.0161	0	0.581
25	foreign_oil	42		✗	0.0233	0	0.379
26	unit_state	39		✓	0.437	0	0.0378
26	unit_state	39		✗	0.0143	0	0.511
27	make_real	53		✓	0.313	0	0.0229
27	make_real	53		✗	0.326	0	0.338
28	energi_independ	3		✓	0.0101	0	0.19
28	energi_independ	3		✗	0.439	0	0.361
29	__NUM___mile	42		✓	0.000597	0	0.454
29	__NUM___mile	42		✗	0.000398	0	0.545
30	energi_bill	9		✓	0	0	0.00438
30	energi_bill	9		✗	0.000199	0	0.995
31	renew_sourc	19		✓	0	0	0.00418
31	renew_sourc	19		✗	0	0	0.996
32	oil_compani	12		✓	0.00338	0	0.00239
32	oil_compani	12		✗	0	0	0.994
33	billion_dollar	15		✓	0.00836	0	0.00736
33	billion_dollar	15		✗	0.00358	0	0.981
34	lobbi_congress	1		✓	0.00697	0	0.000796
34	lobbi_congress	1		✗	0.0119	0	0.98
35	ten_year	4		✓	0	0	0.00179
35	ten_year	4		✗	0.0185	0	0.98
36	twenti_year	27		✓	0.0113	0	0.0221
36	twenti_year	27		✗	0.0169	0	0.95
37	car_compani	13		✓	0.00517	0	0.387
37	car_compani	13		✗	0.00219	0	0.606
38	same_kind	212		✓	0.147	0	0.703
38	same_kind	212		✗	0.00119	0	0.149
39	foreign_oil	21		✓	0.00159	0	0.201
39	foreign_oil	21		✗	0.00259	0	0.795
40	sunni_insurg	30		✓	0	0	0.152
40	sunni_insurg	30		✗	0	0	0.848
41	intern_commun	23		✓	0	0	0.00915
41	intern_commun	23		✗	0	0	0.991
42	osama_bin_laden	7		✓	0	0	0.00239
42	osama_bin_laden	7		✗	0	0	0.998
43	al_qaeda	6		✓	0	0	0.00299
43	al_qaeda	6		✗	0	0	0.997
44	auto_industri	34		✓	0.00697	0.000199	0.988
44	auto_industri	34		✗	0	0	0.00498
45	term_profit	44		✓	0.0105	0	0.105
45	term_profit	44		✗	0.00219	0	0.882
46	american_job	17		✓	0.000398	0	0.0513
46	american_job	17		✗	0.000398	0	0.948
47	global_market	2		✓	0	0	0.00378
47	global_market	2		✗	0	0	0.996
48	fossil_fuel	6		✓	0	0	0.000796
48	fossil_fuel	6		✗	0	0	0.999
49	renew_energi	7		✓	0	0	0.00299
49	renew_energi	7		✗	0	0	0.997
50	energi_economi	0		✓	0	0	0.000398
50	energi_economi	0		✗	0	0	1
51	unit_state	18		✓	0.031	0	0.0121
51	unit_state	18		✗	0	0	0.957
52	global_warm	33		✓	0.0221	0	0.0147
52	global_warm	33		✗	0.0225	0	0.941
53	__NUM___million	56		✓	0.318	0.000199	0.305
53	__NUM___million	56		✗	0.0273	0	0.349
54	sea_level	41		✓	0.206	0	0.24
54	sea_level	41		✗	0.242	0	0.313
55	larg_portion	7		✓	0.00279	0	0.00199
55	larg_portion	7		✗	0.445	0	0.551
56	campaign_promis	51		✓	0.0768	0.000796	0.48
56	campaign_promis	51		✗	0.189	0	0.254
57	white_hous	95		✓	0.898	0	0.00955
57	white_hous	95		✗	0.0816	0	0.0113
58	task_forc	4		✓	0.0145	0	0.00219
58	task_forc	4		✗	0.97	0	0.0135
59	american_peopl	13		✓	0.0297	0	0
59	american_peopl	13		✗	0.965	0	0.00498
60	common_purpos	12		✓	0.0151	0	0
60	common_purpos	12		✗	0.985	0	0
61	greatest_challeng	26		✓	0.0225	0	0.0454
61	greatest_challeng	26		✗	0.932	0	0
62	presid_roosevelt	74		✓	0.0923	0.000199	0.0523
62	presid_roosevelt	74		✗	0.818	0	0.0372
63	__NUM___million	123		✓	0.247	0	0.725
63	__NUM___million	123		✗	0.0137	0	0.0145
64	million_barrel	15		✓	0.0253	0	0.0539
64	million_barrel	15		✗	0.213	0	0.707
65	persian_gulf	16		✓	0.424	0.000199	0.136
65	persian_gulf	16		✗	0.221	0	0.219
66	global_climat	29		✓	0.334	0	0.00378
66	global_climat	29		✗	0.602	0	0.0599
67	earlier_gener	63		✓	0.163	0	0.000199
67	earlier_gener	63		✗	0.836	0	0.000995
68	gi_bill	27		✓	0.572	0	0.00119
68	gi_bill	27		✗	0.427	0	0.000199
69	clean_energi	62		✓	0.118	0	0.682
69	clean_energi	62		✗	0.199	0	0.00119
70	base_economi	33		✓	0.088	0	0.0247
70	base_economi	33		✗	0.262	0	0.626
71	carbon_emiss	17		✓	0.00119	0	0.189
71	carbon_emiss	17		✗	0.165	0	0.645
72	global_warm	11		✓	0.00159	0	0.0209
72	global_warm	11		✗	0.146	0	0.832
73	greenhous_gase	115		✓	0.00458	0	0.143
73	greenhous_gase	115		✗	0.0408	0	0.811
74	energi_bill	80		✓	0	0	0.0726
74	energi_bill	80		✗	0	0	0.927
75	energi_effici	8		✓	0	0	0.00119
75	energi_effici	8		✗	0	0	0.999
76	clean_energi	19		✓	0	0	0.00637
76	clean_energi	19		✗	0	0	0.994
77	energi_economi	0		✓	0	0	0.000398
77	energi_economi	0		✗	0	0	1
78	make_america	4		✓	0	0	0.000796
78	make_america	4		✗	0	0	0.999
79	energi_effici	2		✓	0	0	0.00139
79	energi_effici	2		✗	0	0	0.999
80	renew_energi	5		✓	0	0	0.00159
80	renew_energi	5		✗	0	0	0.998
81	save_monei	4		✓	0.000199	0	0.000597
81	save_monei	4		✗	0	0	0.999
82	energi_cost	3		✓	0	0	0.000597
82	energi_cost	3		✗	0	0	0.999
83	__MONEY___billion	28		✓	0	0	0.00975
83	__MONEY___billion	28		✗	0	0	0.99
84	ethanol_product	64		✓	0.00119	0	0.0281
84	ethanol_product	64		✗	0	0	0.971
85	foreign_oil	5		✓	0	0	0.00478
85	foreign_oil	5		✗	0	0	0.995
86	big_oil	13		✓	0.000398	0	0.00438
86	big_oil	13		✗	0	0	0.995
87	clean_energi	157		✓	0	0	0.08
87	clean_energi	157		✗	0	0	0.92
88	energi_sourc	0		✓	0	0	0.000199
88	energi_sourc	0		✗	0	0	1
89	wind_power	2		✓	0	0	0.00119
89	wind_power	2		✗	0	0	0.999
90	solar_power	2		✓	0	0	0.000398
90	solar_power	2		✗	0	0	1
91	__NUM___america	5		✓	0	0	0.00279
91	__NUM___america	5		✗	0	0	0.997
92	renew_sourc	18		✓	0	0	0.00338
92	renew_sourc	18		✗	0	0	0.997
93	energi_sourc	21		✓	0	0	0.00597
93	energi_sourc	21		✗	0	0	0.994
94	clean_coal	44		✓	0	0	0.0143
94	clean_coal	44		✗	0	0	0.986
95	coal_plant	35		✓	0	0	0.0101
95	coal_plant	35		✗	0	0	0.99
96	nuclear_power	23		✓	0.000199	0	0.00537
96	nuclear_power	23		✗	0	0	0.994
97	gener_electr	16		✓	0.00557	0	0.0117
97	gener_electr	16		✗	0	0	0.983
98	nuclear_wast	17		✓	0	0	0.0163
98	nuclear_wast	17		✗	0	0	0.984
99	clean_energi	48		✓	0	0	0.0143
99	clean_energi	48		✗	0	0	0.986
100	energi_technolog	0		✓	0	0	0
100	energi_technolog	0		✗	0	0	1
101	solar_power	5		✓	0	0	0.00159
101	solar_power	5		✗	0	0	0.998
102	carbon_sequestr	2		✓	0	0	0.00179
102	carbon_sequestr	2		✗	0	0	0.998
103	ventur_capit	29		✓	0	0	0.00677
103	ventur_capit	29		✗	0	0	0.993
104	wind_turbin	43		✓	0	0	0.0145
104	wind_turbin	43		✗	0	0	0.985
105	solar_panel	2		✓	0	0	0.000199
105	solar_panel	2		✗	0	0	1
106	american_consum	14		✓	0	0	0.00279
106	american_consum	14		✗	0	0	0.997
107	ventur_capit	14		✓	0	0	0.00299
107	ventur_capit	14		✗	0	0	0.997
108	__MONEY___billion	5		✓	0	0	0.00199
108	__MONEY___billion	5		✗	0	0	0.998
109	clean_energi	11		✓	0	0	0.00418
109	clean_energi	11		✗	0	0	0.996
110	energi_technolog	0		✓	0	0	0
110	energi_technolog	0		✗	0	0	1
111	ventur_capit	5		✓	0.000199	0	0.00358
111	ventur_capit	5		✗	0	0	0.996
112	american_economi	21		✓	0.0233	0.00338	0.212
112	american_economi	21		✗	0	0	0.761
113	american_peopl	26		✓	0.00418	0	0.195
113	american_peopl	26		✗	0.00299	0	0.798
114	make_america	2		✓	0	0	0.0289
114	make_america	2		✗	0.00119	0	0.97
115	america___NUM__	0		✓	0	0	0.00219
115	america___NUM__	0		✗	0	0	0.998
116	energi_effici	3		✓	0	0	0.000995
116	energi_effici	3		✗	0	0	0.999
117	save_monei	20		✓	0.00279	0	0.00796
117	save_monei	20		✗	0	0	0.989
118	same_time	3		✓	0.00279	0	0.00199
118	same_time	3		✗	0.00279	0	0.992
119	energi_effici	5		✓	0	0	0.00836
119	energi_effici	5		✗	0	0	0.992
120	energi_bill	14		✓	0	0	0.00299
120	energi_bill	14		✗	0	0	0.997
121	__MONEY___billion	2		✓	0	0	0.000398
121	__MONEY___billion	2		✗	0	0	1
122	carbon_emiss	49		✓	0.000398	0	0.0193
122	carbon_emiss	49		✗	0	0	0.98
123	america_todai	2		✓	0.00259	0	0.00458
123	america_todai	2		✗	0.000398	0	0.992
124	feder_govern	23		✓	0.00259	0	0.0828
124	feder_govern	23		✗	0.000199	0	0.914
125	york_citi	63		✓	0.0125	0	0.0695
125	york_citi	63		✗	0.000995	0	0.917
126	make_monei	15		✓	0.000398	0	0.0169
126	make_monei	15		✗	0.00478	0	0.978
127	light_bulb	34		✓	0.000199	0	0.0269
127	light_bulb	34		✗	0.00478	0	0.968
128	power_plant	16		✓	0.000199	0	0.00697
128	power_plant	16		✗	0.00498	0	0.988
129	light_bulb	18		✓	0	0	0.00697
129	light_bulb	18		✗	0.00498	0	0.988
130	american_consum	7		✓	0	0	0.109
130	american_consum	7		✗	0	0	0.891
131	__MONEY___billion	1		✓	0	0	0.00119
131	__MONEY___billion	1		✗	0	0	0.999
132	american_peopl	35		✓	0.0153	0	0.0235
132	american_peopl	35		✗	0	0	0.961
133	emiss_reduct	60		✓	0.00438	0.000199	0.0529
133	emiss_reduct	60		✗	0.00358	0	0.939
134	energi_effici	18		✓	0	0	0.0253
134	energi_effici	18		✗	0	0	0.975
135	make_america	8		✓	0	0	0.00239
135	make_america	8		✗	0	0	0.998
136	energi_secur	1		✓	0	0	0.000995
136	energi_secur	1		✗	0	0	0.999
137	nation_secur	6		✓	0.0129	0	0.00716
137	nation_secur	6		✗	0	0	0.98
138	unit_state	47		✓	0.282	0	0.0233
138	unit_state	47		✗	0.0107	0	0.684
139	greatest_challeng	22		✓	0.0655	0.000199	0.0109
139	greatest_challeng	22		✗	0.263	0	0.66
140	develop_world	23		✓	0.0663	0	0.0135
140	develop_world	23		✗	0.302	0.000199	0.618
141	clean_energi	109		✓	0.000995	0	0.4
141	clean_energi	109		✗	0	0	0.599
142	clean_coal	25		✓	0	0	0.0101
142	clean_coal	25		✗	0	0	0.99
143	coal_plant	0		✓	0	0	0.000995
143	coal_plant	0		✗	0	0	0.999
144	neg_impact	54		✓	0.00199	0	0.0384
144	neg_impact	54		✗	0	0	0.96
145	clean_energi	7		✓	0.000796	0	0.00617
145	clean_energi	7		✗	0.000398	0	0.993
146	energi_polici	13		✓	0.00259	0	0.00458
146	energi_polici	13		✗	0.00119	0	0.992
147	american_state	52		✓	0.0424	0	0.245
147	american_state	52		✗	0.00139	0	0.711
148	green_build	36		✓	0.485	0.00139	0.0649
148	green_build	36		✗	0.034	0	0.414
149	south_america	41		✓	0.32	0.000398	0.0237
149	south_america	41		✗	0.434	0.00119	0.22
150	america_found	51		✓	0.316	0	0.000796
150	america_found	51		✗	0.662	0	0.0207
151	earlier_era	20		✓	0.0295	0	0.000398
151	earlier_era	20		✗	0.96	0	0.0101
152	unit_state	26		✓	0.198	0	0.0521
152	unit_state	26		✗	0.743	0	0.00637
	__END_OF_SPEECH__	28