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  5. 2007.12.12.speech_on_education_and_jobs_in_america

Bill Richardson

This speech titled 2007.12.12.speech_on_education_and_jobs_in_america originally had 2182 tokens. In its cue-lag representation, it has 88 cue terms and an average lag of 20.9. 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_peopl 30
✓
0.506 0.000199 0.493
✗
0 0 0
2 work_hard 42
✓
0.416 0.000199 0.0175
✗
0.443 0 0.124
3 peopl_work 25
✓
0.0699 0 0.00358
✗
0.852 0 0.0748
4 american_govern 36
✓
0.0611 0 0.000199
✗
0.912 0 0.0269
5 middl_class 7
✓
0.00219 0 0
✗
0.972 0 0.0259
6 qualiti_educ 12
✓
0.00279 0 0.00776
✗
0.964 0 0.0257
7 work_hard 25
✓
0.00677 0.000199 0.032
✗
0.928 0 0.0332
8 wide_open 53
✓
0.048 0.00876 0.152
✗
0.731 0.000199 0.0597
9 child_left 90
✓
0.0201 0.0302 0.252
✗
0.519 0.00537 0.174
10 poor_children 10
✓
0.0105 0.0384 0.00697
✗
0.532 0.0356 0.376
11 health_insur 3
✓
0.00219 0.0121 0.000995
✗
0.535 0.0742 0.375
12 attornei_gener 9
✓
0.0663 0.00279 0.0161
✗
0.471 0.083 0.361
13 north_korea 64
✓
0.937 0 0.000597
✗
0.0621 0 0.000597
14 nuclear_reactor 1
✓
0.00597 0 0.000199
✗
0.993 0 0.000995
15 brought_back 2
✓
0.00915 0 0
✗
0.991 0 0
16 american_soldier 5
✓
0.0249 0.000398 0.000995
✗
0.974 0 0
17 korean_war 10
✓
0.125 0.00179 0.000199
✗
0.873 0 0.000199
18 health_coverag 19
✓
0.0593 0.0854 0.000398
✗
0.853 0.00219 0
19 clean_energi 24
✓
0.125 0 0
✗
0.875 0 0
20 energi_bill 0
✓
0.000995 0 0
✗
0.999 0 0
21 creat_job 2
✓
0.0139 0 0
✗
0.986 0 0
22 clean_air 2
✓
0.0304 0 0.000597
✗
0.969 0 0
23 __NUM___month 6
✓
0.04 0 0.000199
✗
0.96 0 0.000199
24 work_hard 5
✓
0.00239 0 0.000597
✗
0.997 0 0.000199
25 tax_polici 33
✓
0.00597 0 0
✗
0.994 0 0
26 job_creation 5
✓
0.000597 0 0
✗
0.999 0 0
27 tax_credit 5
✓
0.000597 0 0
✗
0.999 0 0
28 creat_job 4
✓
0.000597 0 0
✗
0.999 0 0
29 tax_credit 13
✓
0.00119 0 0
✗
0.999 0 0
30 job_creation 28
✓
0.00239 0 0
✗
0.998 0 0
31 tax_cut 4
✓
0.000597 0 0
✗
0.999 0 0
32 put_peopl 10
✓
0.00119 0 0
✗
0.999 0 0
33 clean_energi 9
✓
0.00119 0 0
✗
0.999 0 0
34 high_tech 8
✓
0.000597 0 0
✗
0.999 0 0
35 __NUM___job 6
✓
0.000597 0 0
✗
0.999 0 0
36 unemploy_rate 5
✓
0.000597 0 0
✗
0.999 0 0
37 __NUM___year 2
✓
0.000597 0 0.000199
✗
0.999 0 0
38 educ_reform 14
✓
0.00219 0 0
✗
0.998 0 0
39 job_creation 6
✓
0.000796 0 0
✗
0.999 0 0
40 public_educ 12
✓
0.00159 0 0.00458
✗
0.994 0 0
41 colleg_educ 27
✓
0.00239 0.00517 0.00279
✗
0.985 0 0.00438
42 child_left 55
✓
0.0153 0.0105 0.524
✗
0.442 0.000796 0.00716
43 scienc_teacher 36
✓
0.0113 0.0535 0.0462
✗
0.423 0.0117 0.454
44 high_school 24
✓
0.0424 0.182 0.00239
✗
0.421 0.0655 0.287
45 world_greatest 10
✓
0.0768 0.0125 0.00816
✗
0.46 0.239 0.203
46 bold_action 71
✓
0.65 0 0.0225
✗
0.312 0.00736 0.00796
47 democrat_parti 59
✓
0.162 0.000199 0.0233
✗
0.802 0 0.0119
48 work_american 17
✓
0.042 0 0
✗
0.958 0 0
49 creat_job 45
✓
0.00517 0 0
✗
0.995 0 0
50 same_thing 13
✓
0.00199 0 0
✗
0.998 0 0
51 american_dream 18
✓
0.00318 0 0
✗
0.997 0 0
52 hundr_year 40
✓
0.0886 0 0
✗
0.911 0 0
53 great_depress 6
✓
0.00358 0 0
✗
0.996 0 0
54 fiscal_respons 30
✓
0.00637 0 0
✗
0.994 0 0
55 state_budget 10
✓
0.00179 0 0
✗
0.998 0 0
56 cut_tax 13
✓
0.00199 0 0
✗
0.998 0 0
57 constitut_amend 41
✓
0.00537 0 0
✗
0.995 0 0
58 item_veto 9
✓
0.000995 0 0
✗
0.999 0 0
59 privat_sector 33
✓
0.00796 0 0
✗
0.992 0 0
60 __NUM___centuri 50
✓
0.0245 0 0
✗
0.976 0 0
61 job_creation 19
✓
0.00537 0 0
✗
0.995 0 0
62 privat_sector 4
✓
0.000199 0 0
✗
1 0 0
63 feder_research 8
✓
0.00139 0 0
✗
0.999 0 0
64 tax_credit 11
✓
0.000995 0 0
✗
0.999 0 0
65 econom_opportun 69
✓
0.0153 0 0
✗
0.985 0 0
66 american_dream 2
✓
0.000597 0 0
✗
0.999 0 0
67 labor_forc 73
✓
0.0123 0 0.00139
✗
0.986 0 0
68 free_trade 9
✓
0.00736 0.000398 0.00478
✗
0.986 0 0.00119
69 trade_agreement 16
✓
0.0909 0.000199 0.224
✗
0.679 0 0.00557
70 america_secur 28
✓
0.0101 0.00279 0.569
✗
0.189 0 0.229
71 comprehens_immigr 16
✓
0 0 0.123
✗
0.0901 0 0.786
72 immigr_reform 0
✓
0.000398 0 0
✗
0.0901 0 0.909
73 rise_cost 10
✓
0.907 0 0
✗
0.0905 0 0.00199
74 health_care 5
✓
0.00259 0 0
✗
0.997 0 0
75 child_care 2
✓
0.000398 0 0
✗
1 0 0
76 colleg_educ 4
✓
0.000199 0.000199 0.000597
✗
0.999 0 0
77 democrat_oppon 50
✓
0.0434 0.00179 0.4
✗
0.555 0 0.000199
78 republican_governor 12
✓
0.0601 0.00159 0.0143
✗
0.592 0.00119 0.331
79 mike_huckabe 20
✓
0.135 0.000398 0.00776
✗
0.638 0.00219 0.217
80 mitt_romnei 2
✓
0.0308 0 0.00119
✗
0.772 0.00199 0.194
81 creat_job 15
✓
0.197 0 0
✗
0.797 0 0.00577
82 work_american 40
✓
0.0133 0 0
✗
0.987 0 0
83 great_societi 24
✓
0.00259 0 0.000199
✗
0.997 0 0
84 great_depress 5
✓
0.00179 0 0
✗
0.998 0 0
85 job_creation 22
✓
0.00179 0 0
✗
0.998 0 0
86 herbert_hoover 2
✓
0.000199 0 0
✗
1 0 0
87 american_dream 46
✓
0.00517 0 0
✗
0.995 0 0
88 pai_job 51
✓
0.0354 0.000398 0.00836
✗
0.956 0 0
__END_OF_SPEECH__ 117