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  5. 2007.10.11.speech_making_americas_schools_work

Bill Richardson

This speech titled 2007.10.11.speech_making_americas_schools_work originally had 3482 tokens. In its cue-lag representation, it has 141 cue terms and an average lag of 21.6. 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 american_feel 59
✓
0.0364 0.421 0.542
✗
0 0 0
2 safe_haven 15
✓
0.000398 0.00438 0.0894
✗
0.00637 0.38 0.519
3 nation_attent 8
✓
0.00119 0.036 0.00955
✗
0.00577 0.384 0.563
4 __NUM___level 12
✓
0.00119 0.0308 0.00517
✗
0.00259 0.42 0.54
5 higher_educ 3
✓
0.000398 0.0125 0.00119
✗
0.000597 0.45 0.535
6 background_check 28
✓
0.00498 0.00816 0.0145
✗
0.000995 0.455 0.516
7 mental_ill 25
✓
0.0139 0.0249 0.00378
✗
0.00498 0.456 0.496
8 educ_system 13
✓
0.0665 0.00318 0.00159
✗
0.0187 0.454 0.457
9 high_school 28
✓
0.00498 0.0864 0.00119
✗
0.0659 0.453 0.389
10 young_peopl 5
✓
0.0103 0.00697 0.129
✗
0.0699 0.525 0.259
11 georg_bush 46
✓
0.488 0.00179 0.24
✗
0.0619 0.0905 0.118
12 global_warm 43
✓
0.477 0.0133 0.000199
✗
0.442 0.0645 0.00239
13 fiscal_respons 9
✓
0.0308 0.101 0.00995
✗
0.777 0.0788 0.00159
14 bush_administr 9
✓
0.041 0.21 0.0273
✗
0.534 0.18 0.00876
15 ownership_societi 12
✓
0.00637 0.116 0.00796
✗
0.456 0.387 0.0273
16 colleg_graduat 19
✓
0.00478 0.199 0.0139
✗
0.262 0.5 0.0211
17 nation_histori 39
✓
0.0177 0.00935 0.0911
✗
0.239 0.61 0.0322
18 young_peopl 45
✓
0.0147 0.00776 0.156
✗
0.232 0.481 0.109
19 public_school_system 43
✓
0.0659 0.00498 0.222
✗
0.236 0.229 0.243
20 democrat_oppon 25
✓
0.111 0.000398 0.341
✗
0.288 0.0105 0.249
21 georg_bush 6
✓
0.0175 0 0.0153
✗
0.393 0.00398 0.57
22 iraq_war 12
✓
0.05 0.000796 0.0223
✗
0.402 0.00219 0.523
23 patriot_act 3
✓
0.00299 0 0.0997
✗
0.357 0.00219 0.538
24 child_left 7
✓
0.00279 0.000398 0.159
✗
0.215 0.000995 0.622
25 hillari_clinton 21
✓
0.00577 0 0.173
✗
0.0806 0 0.741
26 child_left 11
✓
0.00398 0.000398 0.0271
✗
0.0816 0 0.887
27 senat_clinton 25
✓
0.0249 0 0.1
✗
0.0517 0 0.823
28 good_teacher 41
✓
0.165 0.0486 0.073
✗
0.0657 0 0.647
29 nation_averag 41
✓
0.0189 0.00438 0.036
✗
0.225 0.0462 0.669
30 scienc_teacher 65
✓
0.0147 0.00259 0.0762
✗
0.23 0.0454 0.631
31 world_leader 39
✓
0.0589 0.000597 0.223
✗
0.0498 0.0151 0.653
32 make_america 13
✓
0.0155 0.000398 0.0806
✗
0.0304 0.0127 0.86
33 fifteen_year 11
✓
0.0151 0.000597 0.00458
✗
0.0392 0.0103 0.93
34 develop_nation 15
✓
0.0595 0 0.0103
✗
0.0492 0.000398 0.881
35 gold_standard 1
✓
0.000995 0 0.00697
✗
0.1 0.000398 0.891
36 child_left 44
✓
0.00119 0 0.114
✗
0.00219 0 0.883
37 public_educ 31
✓
0 0 0.0119
✗
0 0 0.988
38 public_school 11
✓
0 0 0.000796
✗
0 0 0.999
39 charter_school 29
✓
0 0 0.00219
✗
0 0 0.998
40 school_choic 16
✓
0 0 0.000597
✗
0 0 0.999
41 charter_school 1
✓
0 0 0
✗
0 0 1
42 public_school_system 12
✓
0 0.00259 0.00179
✗
0 0 0.996
43 head_start 35
✓
0.000199 0 0.00179
✗
0 0.00259 0.995
44 earli_educ 18
✓
0.0374 0.0372 0.00657
✗
0 0.00259 0.916
45 evid_show 18
✓
0.0225 0.0448 0.0175
✗
0.0306 0.0398 0.845
46 wedlock_birth 36
✓
0.00935 0.156 0.00617
✗
0.0149 0.0844 0.729
47 high_school 31
✓
0.0195 0.721 0
✗
0.00398 0.237 0.0183
48 school_graduat 0
✓
0.00378 0.0145 0
✗
0.0235 0.958 0
49 graduat_rate 0
✓
0.00119 0.000398 0
✗
0.0277 0.971 0.000199
50 high_school 14
✓
0.0109 0.00498 0
✗
0.0297 0.954 0
51 minor_student 1
✓
0.00517 0.000796 0
✗
0.0418 0.952 0
52 african_american 10
✓
0.00119 0.00239 0
✗
0.0468 0.95 0
53 billion_dollar 16
✓
0.00199 0.00318 0.000199
✗
0.0478 0.947 0
54 high_school 25
✓
0.000398 0.00557 0
✗
0.0494 0.945 0
55 __NUM___billion 5
✓
0.000199 0.00159 0
✗
0.0496 0.949 0
56 billion_dollar 0
✓
0 0 0
✗
0.0498 0.95 0
57 tax_revenu 5
✓
0.000199 0.00159 0.000199
✗
0.0498 0.948 0
58 minor_student 8
✓
0 0.00259 0.000199
✗
0.0498 0.947 0.000199
59 creat___NUM__ 51
✓
0.0903 0.0119 0.00716
✗
0.0496 0.84 0.000796
60 __NUM___million 122
✓
0.00736 0.108 0.0708
✗
0.00517 0.807 0.00139
61 million_dollar 0
✓
0 0.000199 0.00338
✗
0.0125 0.91 0.0738
62 educ_program 6
✓
0.000597 0.000199 0.665
✗
0.00557 0.196 0.132
63 make_art 19
✓
0.000796 0.000597 0.00617
✗
0.00517 0.19 0.797
64 feder_govern 28
✓
0.000995 0.000796 0.00736
✗
0.00577 0.184 0.801
65 high_school 38
✓
0 0.00418 0.0103
✗
0 0.181 0.805
66 higher_educ 36
✓
0 0.00139 0.00279
✗
0 0.183 0.813
67 high_school 9
✓
0 0 0.000796
✗
0 0.183 0.816
68 class_size 56
✓
0.00498 0.00279 0.0195
✗
0 0.166 0.806
69 essenti_part 32
✓
0.00557 0.00119 0.0115
✗
0.00398 0.158 0.82
70 bring_back 38
✓
0.00896 0.00179 0.0239
✗
0.00716 0.139 0.819
71 junk_food 12
✓
0.00119 0.000199 0.00378
✗
0.0155 0.139 0.841
72 health_clinic 29
✓
0.0312 0.0949 0.0675
✗
0.0133 0.137 0.656
73 execut_order 68
✓
0.0625 0.287 0.203
✗
0.0149 0.226 0.206
74 feder_employe 4
✓
0.00199 0.00836 0.00637
✗
0.075 0.511 0.397
75 public_sector 28
✓
0.0332 0.0159 0.0316
✗
0.072 0.501 0.346
76 addit___NUM__ 178
✓
0.0269 0.414 0.0291
✗
0.0127 0.474 0.0434
77 __NUM___million 0
✓
0 0.00637 0.000199
✗
0.0392 0.889 0.0657
78 million_dollar 0
✓
0 0.00199 0.000199
✗
0.0392 0.894 0.0643
79 school_reform 36
✓
0.00159 0.0135 0.0241
✗
0.0175 0.879 0.0643
80 higher_educ 30
✓
0 0.0382 0.000199
✗
0 0.883 0.079
81 million_dollar 29
✓
0 0.0316 0.000398
✗
0 0.913 0.0547
82 tax_credit 5
✓
0 0.00199 0.000199
✗
0 0.943 0.0545
83 colleg_tuition 2
✓
0 0.000199 0
✗
0 0.945 0.0547
84 higher_educ 7
✓
0 0.00358 0.000199
✗
0 0.942 0.0545
85 young_peopl 59
✓
0.00119 0.0253 0.0157
✗
0 0.919 0.0388
86 high_school 24
✓
0.000995 0.0364 0
✗
0.000199 0.936 0.0269
87 bush_administr 9
✓
0.0177 0.00955 0.00159
✗
0.00119 0.97 0
88 high_school 13
✓
0.000398 0.00776 0
✗
0.0171 0.975 0
89 school_graduat 0
✓
0 0.000398 0
✗
0.0175 0.982 0
90 colleg_educ 8
✓
0.000597 0.00159 0
✗
0.0175 0.98 0
91 statu_quo 26
✓
0.000199 0.0245 0.000199
✗
0.00119 0.974 0
92 colleg_graduat 7
✓
0 0.00378 0
✗
0 0.996 0
93 presid_bush 8
✓
0.000398 0.00398 0
✗
0.000199 0.995 0
94 cut_back 7
✓
0.00159 0.00119 0.000199
✗
0.000597 0.996 0
95 high_school 24
✓
0.00159 0.00915 0
✗
0.00219 0.987 0
96 school_graduat 0
✓
0.000199 0.000398 0
✗
0.00378 0.996 0
97 american_citizen 78
✓
0.000796 0.0251 0.00637
✗
0.000597 0.967 0
98 nation_endow 24
✓
0 0.0123 0.000597
✗
0.000199 0.986 0.00119
99 presid_bush 4
✓
0 0.00358 0
✗
0 0.996 0
100 student_loan 3
✓
0.000199 0.000995 0
✗
0 0.999 0
101 privat_bank 4
✓
0 0.00159 0
✗
0.000199 0.998 0
102 __NUM___million 5
✓
0.000199 0.00139 0
✗
0.000398 0.998 0
103 million_dollar 0
✓
0 0.000597 0
✗
0.000597 0.999 0
104 incom_famili 46
✓
0.000398 0.0133 0.000995
✗
0 0.985 0
105 presid_bush 24
✓
0 0.00776 0
✗
0 0.992 0.000199
106 sit_back 6
✓
0 0.00159 0
✗
0 0.998 0
107 america_todai 32
✓
0.00119 0.00955 0.00119
✗
0 0.988 0
108 nation_servic 8
✓
0 0.00219 0.000995
✗
0.000398 0.996 0.000796
109 colleg_graduat 16
✓
0 0.00557 0
✗
0 0.994 0.000199
110 fellow_citizen 14
✓
0.000398 0.00418 0
✗
0 0.995 0.000199
111 nation_great 8
✓
0.000199 0.00199 0.000199
✗
0.000398 0.997 0
112 materi_thing 13
✓
0.000597 0.00438 0.000398
✗
0.000597 0.994 0
113 nation_charact 12
✓
0 0.00358 0.000199
✗
0.000796 0.995 0.000398
114 make_life 29
✓
0.000597 0.00955 0
✗
0.000199 0.99 0
115 fellow_american 9
✓
0 0.00299 0
✗
0 0.997 0
116 american_live 10
✓
0.00398 0.00438 0.000199
✗
0.000199 0.991 0
117 high_school 31
✓
0.0143 0.00776 0.000597
✗
0.00438 0.973 0
118 presid_bush 38
✓
0.174 0.00995 0.0513
✗
0.0225 0.741 0.000597
119 job_growth 41
✓
0.732 0.000995 0.0155
✗
0.192 0.0515 0.00816
120 good_job 10
✓
0.0836 0 0.000398
✗
0.91 0.00239 0.00318
121 unemploy_rate 3
✓
0.00318 0 0
✗
0.994 0.000796 0.00219
122 work_american 65
✓
0.0233 0.000199 0.000199
✗
0.976 0.000199 0
123 commun_colleg 31
✓
0.972 0 0.000796
✗
0.0269 0 0
124 __NUM___million 2
✓
0.00498 0 0
✗
0.995 0 0
125 million_dollar 0
✓
0.000398 0 0
✗
1 0 0
126 commun_colleg 3
✓
0.00438 0 0.00617
✗
0.989 0 0
127 central_role 4
✓
0.0302 0.00119 0.189
✗
0.774 0 0.00597
128 american_life 2
✓
0.0211 0.00537 0.566
✗
0.213 0.000995 0.194
129 care_deepli 40
✓
0.0227 0.0235 0.165
✗
0.107 0.00597 0.676
130 young_american 84
✓
0.0111 0.0275 0.177
✗
0.0105 0.0239 0.75
131 __NUM___billion 41
✓
0 0.0213 0.0312
✗
0 0.0501 0.897
132 billion_dollar 0
✓
0 0.000199 0.000199
✗
0 0.071 0.929
133 nation_futur 4
✓
0.000199 0.0175 0.00259
✗
0 0.0712 0.908
134 privat_bank 25
✓
0 0.166 0.00119
✗
0 0.0884 0.744
135 __NUM___billion 18
✓
0 0.00279 0.00219
✗
0 0.251 0.744
136 billion_dollar 0
✓
0.000199 0.000199 0
✗
0 0.253 0.746
137 weapon_system 9
✓
0.563 0.000995 0.00139
✗
0.0157 0.0766 0.342
138 cold_war 9
✓
0.202 0 0.000199
✗
0.565 0.0251 0.208
139 nuclear_program 12
✓
0.161 0.000995 0.0115
✗
0.732 0.00159 0.0933
140 make_america 45
✓
0.077 0.0396 0.461
✗
0.375 0.00119 0.046
141 educ_system 1
✓
0.00557 0.00239 0.000398
✗
0.448 0.0408 0.503
__END_OF_SPEECH__ 38