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  5. 2007.08.07.speech_on_housing_and_the_mortgage_crisis

Hillary Clinton

This speech titled 2007.08.07.speech_on_housing_and_the_mortgage_crisis originally had 5641 tokens. In its cue-lag representation, it has 128 cue terms and an average lag of 39.5. 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
Restart ∑Left Center ∑Right
1 mortgag_payment 70
✓
0.253 0.724 0.0231
✗
0 0 0
2 school_district 71
✓
0.673 0.00199 0.0583
✗
0.227 0.0193 0.0199
3 step_forward 17
✓
0.0223 0.00338 0.0346
✗
0.846 0.0165 0.077
4 home_foreclosur 187
✓
0.0115 0.971 0.000398
✗
0.000796 0.0161 0
5 econom_condit 39
✓
0.000199 0.0446 0
✗
0 0.955 0
6 econom_problem 49
✓
0 0.043 0
✗
0 0.957 0
7 american_dream 10
✓
0.000199 0.00975 0
✗
0 0.99 0
8 work_famili 4
✓
0 0.00378 0
✗
0 0.996 0
9 econom_condit 25
✓
0 0.0221 0
✗
0 0.978 0
10 vast_major 7
✓
0.00219 0.00697 0
✗
0 0.991 0
11 work_hard 82
✓
0.0105 0.0788 0
✗
0.000199 0.91 0
12 spent_year 24
✓
0 0.0316 0
✗
0.000398 0.968 0
13 mortgag_compani 15
✓
0 0.0125 0
✗
0.000199 0.987 0
14 fine_print 29
✓
0.000597 0.0277 0
✗
0 0.972 0
15 past___DATE__ 99
✓
0.00498 0.0967 0.000199
✗
0 0.898 0
16 approxim___NUM__ 56
✓
0.0302 0.0496 0.00259
✗
0.00358 0.914 0.000199
17 prime_mortgag 7
✓
0 0.0444 0
✗
0 0.956 0
18 mortgag_loan 0
✓
0 0.000796 0
✗
0 0.999 0
19 prime_mortgag 10
✓
0 0.00935 0
✗
0 0.991 0
20 monthli_payment 12
✓
0 0.0117 0
✗
0 0.988 0
21 incom_famili 46
✓
0.000398 0.0404 0
✗
0 0.959 0
22 riski_loan 36
✓
0 0.0358 0
✗
0 0.964 0
23 mortgag_compani 10
✓
0 0.00816 0
✗
0 0.992 0
24 stock_market 7
✓
0 0.00617 0
✗
0 0.994 0
25 wall_street 10
✓
0 0.00836 0
✗
0 0.992 0
26 main_street 2
✓
0 0.00318 0
✗
0 0.997 0
27 bush_administr 30
✓
0.00219 0.0245 0.0326
✗
0 0.941 0
28 track_record 19
✓
0.0125 0.0189 0.00557
✗
0.00199 0.932 0.0289
29 hous_price 40
✓
0.000199 0.0848 0
✗
0 0.914 0.000597
30 mortgag_compani 35
✓
0.000597 0.0314 0.000199
✗
0 0.968 0
31 same_time 89
✓
0.0316 0.0796 0.033
✗
0.000199 0.855 0.000199
32 household_incom 1
✓
0.00199 0.00219 0
✗
0.0306 0.932 0.033
33 care_cost 15
✓
0.00318 0.0207 0.00179
✗
0.0235 0.92 0.0304
34 ga_price 10
✓
0.000796 0.0557 0
✗
0.0101 0.933 0.000398
35 peopl_start 7
✓
0 0.0165 0.000199
✗
0.000597 0.983 0
36 dispos_incom 21
✓
0 0.0215 0
✗
0 0.979 0
37 home_equiti 5
✓
0 0.00577 0
✗
0 0.994 0
38 home_price 17
✓
0 0.0147 0
✗
0 0.985 0
39 hous_price 68
✓
0 0.0615 0
✗
0 0.939 0
40 medic_bill 58
✓
0.00318 0.0503 0
✗
0 0.946 0
41 work_hard 18
✓
0.00637 0.0123 0
✗
0.00239 0.979 0
42 market_work 39
✓
0.000199 0.0428 0
✗
0.000199 0.957 0
43 mortgag_broker 43
✓
0 0.0368 0
✗
0 0.963 0
44 market_work 7
✓
0 0.00398 0
✗
0 0.996 0
45 mortgag_compani 17
✓
0 0.0153 0
✗
0 0.985 0
46 fine_print 26
✓
0.000597 0.0197 0.000199
✗
0 0.98 0
47 auto_compani 67
✓
0.0105 0.0575 0.0111
✗
0 0.921 0
48 hous_market 8
✓
0 0.0283 0
✗
0 0.971 0.000398
49 american_histori 12
✓
0.00935 0.0109 0.000199
✗
0 0.979 0.000199
50 econom_growth 13
✓
0.0261 0.0129 0
✗
0.00915 0.952 0
51 presid_roosevelt 6
✓
0.0442 0.00458 0.00159
✗
0.035 0.915 0
52 middl_class 22
✓
0.00119 0.0846 0.000199
✗
0.0127 0.901 0
53 econom_expans 8
✓
0.000199 0.0173 0
✗
0.00338 0.979 0
54 real_solut 53
✓
0.365 0.0342 0.000796
✗
0.00358 0.597 0
55 mortgag_market 26
✓
0.00119 0.375 0.00159
✗
0.00338 0.619 0.000398
56 mortgag_broker 13
✓
0 0.0205 0
✗
0 0.98 0
57 mortgag_market 150
✓
0.000796 0.155 0.00338
✗
0 0.841 0
58 lend_practic 69
✓
0 0.0643 0
✗
0 0.936 0
59 afford_hous 23
✓
0.0267 0.0207 0.000995
✗
0 0.952 0
60 democrat_congress 25
✓
0.386 0.00955 0.147
✗
0.0251 0.431 0.000995
61 push_forward 3
✓
0.0199 0.00239 0.0213
✗
0.397 0.413 0.147
62 activ_role 31
✓
0.181 0.0151 0.00955
✗
0.377 0.283 0.135
63 share_prosper 77
✓
0.429 0.0816 0.000398
✗
0.303 0.183 0.00259
64 american_progress 18
✓
0.0595 0.0163 0.000597
✗
0.676 0.246 0.00159
65 econom_system 4
✓
0.00756 0.00995 0.000199
✗
0.722 0.259 0.00179
66 todai_world 38
✓
0.0289 0.0209 0.000398
✗
0.713 0.237 0.000199
67 rippl_effect 11
✓
0.000398 0.101 0.000398
✗
0.642 0.256 0
68 presid_call 57
✓
0.00577 0.0368 0.00119
✗
0.617 0.34 0
69 ownership_societi 2
✓
0.000597 0.00597 0
✗
0.617 0.376 0.000398
70 univers_health_care 85
✓
0.978 0.000199 0.000597
✗
0.0183 0.00318 0
71 make_monei 167
✓
0.139 0.346 0.379
✗
0.133 0.00199 0.000398
72 wide_open 106
✓
0.0402 0.00239 0.559
✗
0.0623 0.0127 0.323
73 feder_law 9
✓
0.00318 0.000597 0.0299
✗
0.0826 0.0115 0.872
74 tough_question 34
✓
0.00955 0.0155 0.0941
✗
0.0398 0.00896 0.832
75 mortgag_broker 22
✓
0.00318 0.879 0.000995
✗
0.00318 0.0263 0.0876
76 month_ago 31
✓
0.0812 0.0281 0.00358
✗
0.00458 0.813 0.0697
77 nation_standard 85
✓
0.00796 0.109 0.0627
✗
0.00896 0.742 0.0697
78 mortgag_broker 27
✓
0.000199 0.13 0.000398
✗
0.000398 0.831 0.0376
79 feder_govern 25
✓
0.0191 0.0458 0.000199
✗
0.000199 0.933 0.00219
80 govern_work 0
✓
0.000398 0.00139 0.000199
✗
0.0193 0.977 0.00219
81 feder_govern 31
✓
0.00318 0.0318 0.000199
✗
0.0113 0.952 0.00139
82 background_check 37
✓
0 0.049 0.000398
✗
0.000199 0.95 0.000199
83 home_equiti 19
✓
0.000398 0.0147 0.000597
✗
0 0.984 0.000398
84 person_experi 108
✓
0.0368 0.00537 0.913
✗
0.000199 0.0434 0.00139
85 gold_mine 6
✓
0.000796 0.00219 0.0107
✗
0.0324 0.0474 0.906
86 low_rate 27
✓
0.00657 0.0105 0.0161
✗
0.0291 0.043 0.895
87 hous_market 230
✓
0.00159 0.249 0.0346
✗
0.000597 0.0352 0.679
88 encourag_peopl 18
✓
0.00398 0.00478 0.043
✗
0.000995 0.235 0.712
89 properti_tax 143
✓
0.000398 0.144 0.0386
✗
0 0.192 0.625
90 time_homebuy 12
✓
0 0.00597 0.00179
✗
0 0.329 0.663
91 properti_tax 52
✓
0 0.0163 0.000398
✗
0 0.319 0.664
92 time_homebuy 83
✓
0.000199 0.0297 0.00179
✗
0 0.305 0.663
93 prime_mortgag 78
✓
0.000398 0.0593 0.00776
✗
0 0.308 0.624
94 peopl_pai 69
✓
0.00338 0.00398 0.323
✗
0 0.0442 0.626
95 lower_rate 2
✓
0 0.000398 0.00318
✗
0.00199 0.0464 0.948
96 fanni_mae 23
✓
0 0 0.0496
✗
0 0 0.95
97 freddi_mac 2
✓
0 0 0
✗
0 0 1
98 feder_govern 32
✓
0 0 0.000597
✗
0 0 0.999
99 public_servic 4
✓
0 0 0
✗
0 0 1
100 feder_govern 71
✓
0.000597 0 0.000995
✗
0 0 0.998
101 freddi_mac 214
✓
0 0.00179 0.00577
✗
0 0 0.992
102 fanni_mae 2
✓
0 0.00119 0.000199
✗
0 0.00179 0.997
103 feder_reserv 18
✓
0.313 0.42 0.00378
✗
0 0.00299 0.26
104 nation_commit 10
✓
0.0513 0.047 0.0135
✗
0.307 0.416 0.166
105 real_estat 44
✓
0.0195 0.16 0.0191
✗
0.288 0.439 0.0746
106 mortgag_payment 18
✓
0.00736 0.174 0
✗
0.211 0.591 0.0167
107 __NUM___million 20
✓
0.0143 0.0195 0
✗
0.212 0.741 0.0125
108 basic_necess 19
✓
0.0221 0.0141 0.000597
✗
0.218 0.735 0.0107
109 __MONEY___billion 23
✓
0.0157 0.0241 0
✗
0.228 0.721 0.0105
110 feder_govern 4
✓
0.00259 0.00219 0
✗
0.244 0.741 0.0105
111 govern_build 11
✓
0.00139 0.0139 0
✗
0.239 0.736 0.00896
112 afford_hous 3
✓
0.00119 0.0573 0
✗
0.188 0.748 0.00557
113 hous_crisi 37
✓
0.0103 0.19 0.000199
✗
0.0173 0.782 0
114 trust_fund 53
✓
0.00378 0.0468 0
✗
0.0225 0.927 0
115 afford_hous 8
✓
0.00398 0.00438 0
✗
0.0263 0.965 0
116 feder_govern 22
✓
0.0396 0.0197 0
✗
0.0297 0.911 0
117 govern_support 0
✓
0.00139 0.00119 0
✗
0.0691 0.928 0
118 trust_fund 6
✓
0.00179 0.00697 0
✗
0.0693 0.922 0
119 long_time 59
✓
0.871 0.00478 0.00557
✗
0.05 0.0691 0
120 mass_transit 11
✓
0.0494 0.00458 0.00259
✗
0.875 0.0645 0.00398
121 face_todai 161
✓
0.345 0.46 0.000995
✗
0.142 0.0503 0.000199
122 afford_hous 13
✓
0.0163 0.237 0
✗
0.243 0.503 0
123 american_dream 4
✓
0.0221 0.00478 0
✗
0.248 0.725 0
124 small_busi 78
✓
0.185 0.073 0
✗
0.178 0.563 0
125 law_school 100
✓
0.201 0.122 0.00219
✗
0.19 0.486 0
126 cost___MONEY__ 172
✓
0.0177 0.445 0.00279
✗
0.0376 0.497 0
127 live_room 50
✓
0.00697 0.0539 0.00259
✗
0.039 0.897 0.000796
128 closest_friend 5
✓
0.00219 0.00478 0.000995
✗
0.045 0.944 0.00318
__END_OF_SPEECH__ 208