Bill Richardson

This speech titled 2007.03.14.energy_speech_to_bear_stearns originally had 3657 tokens. In its cue-lag representation, it has 178 cue terms and an average lag of 18.4. 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 activ_promot 16
0.921 0.00517 0.074
0 0 0
2 altern_energi 3
0.00498 0 0.00179
0.918 0.00478 0.0708
3 same_principl 26
0.189 0.00657 0.144
0.594 0.00338 0.0629
4 common_ground 35
0.652 0.000199 0.00179
0.342 0.000199 0.00358
5 democrat_governor 9
0.038 0 0
0.96 0 0.00159
6 creat_job 22
0.104 0 0.00239
0.893 0 0.000398
7 energi_secur 41
0.476 0 0
0.524 0 0
8 clean_energi 13
0.0392 0 0.000995
0.96 0 0
9 foreign_polici 30
0.372 0 0.0561
0.571 0 0.000597
10 iran_nuclear 80
0.3 0 0.000199
0.7 0 0.000199
11 nuclear_program 0
0.00199 0 0
0.998 0 0.000398
12 oil_reserv 54
0.171 0 0.0147
0.814 0 0.000199
13 middl_east 16
0.0503 0 0.0752
0.86 0 0.0149
14 foreign_polici 27
0.0661 0 0.258
0.592 0 0.0844
15 develop_world 24
0.0336 0.000796 0.309
0.341 0 0.316
16 energi_resourc 14
0.0322 0.00219 0.179
0.168 0 0.619
17 home_state 26
0.0121 0.0295 0.0724
0.0931 0.00219 0.791
18 higher_price 17
0.00657 0.00776 0.0137
0.0862 0.031 0.855
19 increas_demand 3
0.00199 0.0117 0.00259
0.0886 0.0388 0.856
20 averag_famili 10
0.0297 0.0444 0.0157
0.0708 0.0501 0.789
21 spend___MONEY__ 2
0.0354 0 0.0183
0.0989 0.0665 0.781
22 year_ago 13
0.602 0 0.153
0.0971 0.00179 0.146
23 world_oil 6
0.0281 0.000199 0.0237
0.664 0.000597 0.283
24 oil_reserv 0
0.238 0 0
0.733 0 0.0297
25 middl_east 5
0.0316 0 0.000995
0.95 0 0.0173
26 oil_price 10
0.045 0 0.00378
0.946 0 0.00537
27 polici_maker 6
0.0147 0.000796 0.00179
0.974 0 0.00896
28 oil_price 6
0.0181 0 0
0.973 0 0.00915
29 world_economi 13
0.13 0 0.00159
0.866 0 0.00199
30 __MONEY___billion 51
0.105 0.000199 0.00915
0.885 0 0.000597
31 simpl_truth 25
0.039 0.00239 0.0589
0.891 0.000199 0.00816
32 agricultur_product 110
0.169 0 0
0.831 0 0.000199
33 sea_level 3
0.00318 0 0
0.997 0 0
34 pai_attent 40
0.00796 0 0.00338
0.989 0 0
35 water_resourc 11
0.00537 0.000199 0
0.994 0 0
36 global_warm 19
0.00358 0 0
0.996 0 0
37 vast_major 29
0.00597 0 0.00577
0.988 0 0
38 scientif_commun 3
0.00338 0 0
0.994 0 0.00259
39 global_warm 5
0.00657 0 0
0.993 0 0.000398
40 greenhous_gase 11
0.0137 0 0.00617
0.98 0 0.000398
41 __NUM___year 12
0.0229 0 0.00915
0.962 0 0.00557
42 global_warm 17
0.499 0 0
0.501 0 0
43 common_ground 8
0.391 0 0.000398
0.609 0 0
44 energi_polici 9
0.0744 0 0
0.926 0 0
45 global_warm 11
0.0394 0 0
0.961 0 0
46 bush_administr 4
0.0171 0 0
0.983 0 0
47 global_warm 6
0.0143 0 0
0.986 0 0
48 same_year 13
0.0165 0 0.000597
0.983 0 0
49 presid_bush 1
0 0 0.000199
0.999 0 0.000597
50 energi_sourc 49
0.00617 0 0
0.994 0 0.000199
51 same_countri 18
0.0308 0.000199 0.000398
0.969 0 0
52 natur_ga 2
0.00995 0 0
0.99 0 0
53 oil_reserv 9
0.0374 0 0
0.963 0 0
54 energi_bill 3
0.000796 0 0
0.999 0 0
55 lose_sight 12
0.00378 0 0.00279
0.993 0 0
56 natur_ga 111
0.0287 0 0
0.971 0 0
57 greenhous_ga_emiss 37
0.00517 0 0
0.995 0 0
58 __NUM___million_american 12
0.000995 0 0
0.999 0 0
59 natur_ga 6
0.00139 0 0
0.999 0 0
60 carbon_emiss 72
0.00716 0 0
0.993 0 0
61 energi_compani 35
0.00318 0 0
0.997 0 0
62 gener_term 20
0.00816 0 0.00259
0.989 0 0
63 __NUM___year 2
0.00259 0 0.00199
0.993 0 0.00259
64 trillion_dollar 16
0.0844 0.000199 0.00935
0.903 0 0.00299
65 fifti_year 27
0.0269 0.000199 0.00139
0.964 0.000199 0.00716
66 govern_role 64
0.835 0.00219 0.00557
0.156 0.000199 0.00159
67 technolog_develop 16
0.0579 0 0
0.942 0 0
68 move_forward 4
0.000995 0 0.000199
0.999 0 0
69 busi_commun 84
0.0207 0.000199 0
0.979 0 0
70 busi_plan 6
0.00139 0 0
0.999 0 0
71 good_job 38
0.00517 0 0
0.995 0 0
72 privat_sector 48
0.00478 0 0
0.995 0 0
73 tax_credit 5
0.000398 0 0
1 0 0
74 incom_group 7
0.00159 0 0
0.998 0 0
75 small_busi 2
0.000796 0.000398 0
0.999 0 0
76 privat_sector 19
0.277 0 0.00139
0.721 0 0
77 __MONEY___billion 8
0.642 0 0.00338
0.353 0 0.00119
78 tax_credit 15
0.0513 0.000199 0
0.948 0 0
79 wage_job 7
0.0344 0 0.000796
0.965 0 0
80 greenhous_ga 42
0.0127 0 0.00139
0.986 0 0
81 renew_resourc 22
0.00378 0 0
0.995 0 0.00119
82 renew_sourc 10
0.00219 0 0
0.998 0 0
83 tax_credit 11
0.000597 0 0
0.999 0 0
84 renew_energi 14
0.00139 0 0
0.999 0 0
85 electr_car 143
0.0402 0 0.000199
0.96 0 0
86 clean_energi 6
0.0589 0 0
0.941 0 0
87 unit_state 7
0.241 0 0.000796
0.758 0 0
88 clean_energi 4
0.0125 0 0
0.987 0 0.000199
89 energi_secur 15
0.127 0 0
0.873 0 0
90 greenhous_ga_emiss 62
0.102 0 0
0.898 0 0
91 offic_build 40
0.0211 0.000398 0.00199
0.977 0 0
92 western_europ 16
0.00557 0 0.000199
0.993 0 0.00139
93 greenhous_ga_emiss 18
0.00418 0 0
0.996 0 0
94 energi_effici 13
0 0 0
1 0 0
95 __NUM___year 28
0.00219 0 0.000199
0.998 0 0
96 fuel_economi 26
0.00159 0 0
0.998 0 0
97 __NUM___mile 38
0.00378 0 0
0.996 0 0
98 __NUM___year 6
0.000199 0 0.000398
0.999 0 0
99 energi_effici 29
0.0103 0 0
0.99 0 0
100 carbon_sequestr 13
0.0163 0.000199 0.000796
0.983 0 0
101 put_forward 16
0.123 0.000199 0.000995
0.876 0 0
102 energi_effici 4
0.0265 0 0.000199
0.973 0 0
103 green_build 7
0.234 0 0
0.766 0 0
104 tax_credit 1
0.000199 0 0
1 0 0
105 feder_govern 9
0.000995 0 0
0.999 0 0
106 energi_bill 1
0 0 0
1 0 0
107 tax_system 22
0.0141 0 0.000597
0.985 0 0
108 tax_break 17
0.0673 0 0
0.933 0 0
109 energi_effici 2
0.144 0 0
0.856 0 0
110 tax_credit 5
0.0402 0.000597 0
0.959 0 0
111 public_transport 5
0.109 0.000199 0.000995
0.889 0 0
112 privat_compani 21
0.0287 0 0.000199
0.971 0.000199 0.000199
113 altern_energi 7
0.00557 0 0
0.994 0 0
114 energi_technolog 0
0.00697 0 0
0.993 0 0
115 renew_energi 10
0.00179 0 0
0.998 0 0
116 energi_sourc 0
0.000199 0 0
1 0 0
117 __NUM___feder 2
0.000398 0 0
1 0 0
118 energi_bill 1
0 0 0
1 0 0
119 increas_product 35
0.00478 0 0
0.995 0 0
120 produc___NUM__ 14
0.000597 0 0
0.999 0 0
121 renew_sourc 7
0.000597 0 0
0.999 0 0
122 ga_station 35
0.00239 0 0
0.998 0 0
123 feder_govern 16
0.000995 0 0.000796
0.998 0 0
124 purchas_power 6
0.000398 0 0
0.999 0 0.000796
125 energi_compani 80
0.00856 0 0
0.991 0 0
126 fossil_fuel 5
0.000995 0 0
0.999 0 0
127 renew_energi 24
0.00279 0 0
0.997 0 0
128 energi_effici 46
0.00458 0 0
0.995 0 0
129 power_gener 4
0.00915 0 0.000199
0.991 0 0
130 fossil_fuel 16
0.503 0 0
0.497 0 0
131 feder_research 9
0.463 0 0.000398
0.536 0 0
132 technolog_develop 54
0.0197 0 0
0.98 0 0
133 feder_govern 15
0.00299 0 0
0.997 0 0
134 stop_short 1
0.000597 0 0
0.999 0 0
135 ventur_capitalist 10
0.00299 0 0.000199
0.997 0 0.000199
136 state_govern 44
0.00736 0 0
0.993 0 0
137 solar_cell 5
0.000995 0 0
0.999 0 0
138 renew_energi 12
0.00139 0 0
0.999 0 0
139 state_govern 4
0.000199 0 0
1 0 0
140 technolog_develop 9
0.00657 0 0
0.993 0 0
141 feder_govern 15
0.0181 0.000796 0.00239
0.979 0 0
142 white_hous 5
0.274 0.000199 0.000199
0.725 0 0.000199
143 energi_polici 8
0.676 0 0.000398
0.324 0 0
144 foreign_polici 18
0.0716 0 0.000398
0.928 0 0
145 energi_polici 3
0.0147 0 0
0.985 0 0
146 presid_clinton 1
0.00756 0 0.000398
0.992 0 0
147 polit_prison 14
0.0505 0 0
0.949 0 0
148 bad_gui 7
0.0261 0 0
0.974 0 0
149 fidel_castro 23
0.0758 0 0
0.924 0 0
150 north_korean 2
0.00995 0 0
0.99 0 0
151 saddam_hussein 11
0.0394 0 0.00199
0.959 0 0
152 same_sort 29
0.108 0 0.0121
0.879 0 0.000796
153 foreign_polici 13
0.033 0 0.441
0.512 0 0.0141
154 north_american 13
0 0 0.555
0.000995 0 0.444
155 kei_compon 5
0 0.000199 0.00119
0 0 0.999
156 north_american 14
0 0 0.00199
0 0 0.998
157 american_energi 0
0 0 0.000199
0 0 1
158 north_american 16
0 0.000199 0.00159
0 0 0.998
159 american_market 0
0.00139 0.00498 0.00179
0 0.000597 0.991
160 market_power 6
0.031 0.0474 0.0229
0.000995 0.00577 0.892
161 presid_bush 14
0.373 0.112 0.223
0.0295 0.0521 0.21
162 south_america 3
0.0535 0.00159 0.00398
0.4 0.155 0.386
163 energi_polici 19
0.553 0 0.000398
0.422 0.000597 0.0243
164 tar_sand 13
0.0565 0.000199 0.000597
0.93 0.000199 0.0127
165 oil_reserv 13
0.0655 0 0.00119
0.931 0 0.00259
166 saudi_arabia 2
0.0133 0 0
0.985 0 0.00199
167 natur_ga 25
0.0864 0 0.00119
0.911 0 0.00139
168 domest_polit 47
0.184 0.00139 0.00318
0.81 0 0.00119
169 __NUM___centuri 33
0.164 0 0.000398
0.835 0 0
170 cia_director 13
0.0551 0.000995 0.00517
0.939 0 0.000199
171 saudi_arabia 10
0.0619 0 0.000597
0.937 0 0.000597
172 al_qaeda 5
0.0165 0 0.00617
0.976 0 0.00119
173 world_economi 20
0.078 0 0.000398
0.921 0 0.000796
174 global_warm 15
0.0505 0.000199 0.000796
0.948 0 0
175 make_sens 25
0.0151 0 0.835
0.148 0 0.00239
176 save___MONEY__ 12
0.0115 0 0.00418
0.151 0 0.833
177 __MONEY___million 0
0.00279 0 0.000199
0.161 0 0.836
178 __MONEY___billion 2
0.00438 0 0
0.162 0 0.834
__END_OF_SPEECH__ 43