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.
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 |