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Δ Scheduler Results: `SM-2` vs `FSRS-5-dry-run` [c034df2e32a7db28ced46c43c672a3ca75c5f30f]

Comparison between SM-2 and FSRS-5-dry-run. Intended use: generate informative charts comparing the algorithms

Summary: 91.93% (FSRS) vs 8.07% (SM-2) using RMSE bins.

9999 rows. A positive value represents improvement in the performance metrics

Using https://github.com/open-spaced-repetition/srs-benchmark/commit/c034df2e32a7db28ced46c43c672a3ca75c5f30f

Worked example of data generation (User 1)

Scheduler RMSE LogLoss ICI RMSE(bins) AUC
SM-2 0.457442 0.793608 0.148526 0.19481 0.704949
FSRS-5-dry-run 0.41886 0.542292 0.10091 0.16256 0.766295
Δ 0.038582 0.251316 0.047616 0.03225 -0.061346

Sources

  • SM-2 [source]
  • FSRS-5-dry-run (defaults) [source]
  • Raw data from FSRS-5 (optimized) is included, no comparisons are made. [source]

Raw data attached. User 4371 is missing

UserId RMSE LogLoss ICI RMSE_bins AUC
1 0.038582 0.251316 0.047616 0.03225 -0.061346
2 0.123976 1.356487 0.145627 0.212041 -0.07126
3 0.124797 0.40428 0.146567 0.20653 -0.018424
4 0.04831 0.126813 0.07293 0.06927 -0.090502
5 0.073938 0.22462 0.143589 0.140068 -0.138308
6 0.118493 0.585596 0.192159 0.188295 -0.09876
7 0.104372 0.094282 0.048982 0.114877 0.032965
8 0.035759 0.23632 0.010112 0.028067 -0.0517
9 0.028364 0.061152 0.028144 0.027315 -0.141589
10 0.049197 0.278431 0.020296 0.049935 0.002918
11 0.072672 0.291682 0.104146 0.147794 -0.041377
12 0.056579 0.101675 0.022922 0.058973 -0.063463
13 0.122057 0.268247 0.180598 0.212548 -0.051116
14 0.002878 0.274089 -0.043776 -0.03835 -0.013306
15 0.120389 0.918137 0.097692 0.143908 -0.045957
16 0.257402 1.039548 0.325208 0.385573 0.006807
17 0.009427 0.067949 -0.001291 0.008433 -0.032451
18 0.008773 0.023085 -0.016883 -0.031116 -0.070528
19 0.0807 0.350208 0.12816 0.143984 -0.097337
20 0.006275 0.015352 -0.011773 -0.014067 -0.055189
21 -0.004562 -0.034626 -0.035816 -0.050924 -0.035986
22 0.107484 0.209056 0.164674 0.182863 -0.054629
23 0.037122 0.134834 0.030784 0.047659 -0.138415
24 0.049311 0.28369 0.079456 0.068521 -0.077113
25 0.055596 0.283833 0.065943 0.087386 -0.070989
26 0.153082 0.171373 0.091557 0.124687 0.086428
27 0.016761 0.043605 0.015695 0.008469 -0.086394
28 0.094879 0.464814 0.186109 0.176176 -0.058671
29 0.048039 0.187576 0.100484 0.117412 -0.062998
30 0.054146 0.254155 0.068022 0.083202 -0.150688
31 0.1319 0.344997 0.080885 0.147007 -0.311658
32 0.004299 0.018957 -0.002356 -0.015157 -0.043081
33 0.042579 0.140279 0.055999 0.088284 -0.121695
34 0.044305 0.479 0.055333 0.078143 -0.058239
35 0.038618 0.165247 0.068998 0.060444 -0.084331
36 0.06092 0.130266 0.081591 0.098134 -0.037839
37 0.088286 0.245498 0.141373 0.148788 -0.160614
38 0.094714 0.344138 0.125083 0.150423 -0.049933
39 0.049373 0.134037 0.055954 0.071384 -0.090989
40 0.029304 0.062247 0.045042 0.048871 -0.097662
41 0.010434 0.026168 0.013154 0.024864 -0.096487
42 0.356878 1.119017 0.354832 0.403069 -0.041512
43 0.148253 0.64499 0.198704 0.235799 -0.098684
44 -0.13044 -0.5017 -0.201192 -0.197171 0.033124
45 0.191504 1.089963 0.166463 0.222172 -0.093062
46 0.084242 0.416076 0.120393 0.129786 -0.119634
47 0.119426 0.392845 0.160378 0.194296 -0.088981
48 0.00993 0.012914 -0.002848 0.004397 -0.146275
49 0.089131 0.901819 0.115995 0.141109 -0.092958
50 0.074567 0.177889 0.080955 0.106064 -0.215532
51 0.039627 1.778373 0.027353 0.070898 -0.067733
52 0.062768 0.250638 0.036341 0.056625 -0.081477
53 0.118516 0.239048 0.168118 0.183382 -0.291173
54 0.14206 0.48512 0.199721 0.20359 -0.279503
55 0.241223 1.059626 0.308996 0.335066 -0.211346
56 0.089278 0.640892 0.156348 0.162514 -0.121753
57 0.073104 0.145128 0.145214 0.15946 -0.15741
58 0.0397 0.049152 -0.037102 0.055718 0.069148
59 0.039502 0.535673 0.03466 0.108744 -0.006929
60 0.023173 0.046342 0.000479 -0.004958 -0.198277
61 0.031261 0.053124 0.050888 0.048534 -0.1054
62 0.06791 0.33613 0.079878 0.132021 -0.091301
63 0.090891 0.245445 0.154722 0.160032 -0.048533
64 0.050558 0.184064 0.066379 0.078643 -0.139888
65 0.06633 0.126467 0.098525 0.106776 -0.260353
66 0.05062 0.222471 0.034028 0.057374 -0.167411
67 0.120288 0.401107 0.109669 0.19846 -0.080138
68 0.013538 0.023932 0.034495 0.025921 -0.047368
69 0.105464 0.457765 0.142226 0.187443 -0.159539
70 0.060905 0.290961 0.061846 0.079004 -0.123878
71 0.239876 0.303923 0.209827 0.226216 -0.113005
72 0.173004 0.988522 0.229502 0.257815 -0.028869
73 0.033641 0.173539 0.029584 0.058696 -0.025944
74 0.01807 0.017101 0.015398 0.015871 -0.40766
75 0.061886 0.070137 0.048474 0.061589 -0.082295
76 0.071354 0.48751 0.10558 0.132967 -0.110403
77 0.021712 0.058642 0.035632 0.054151 -0.081495
78 0.027395 0.134819 0.031483 0.007803 -0.022316
79 0.335105 0.82361 0.409678 0.414158 -0.240024
80 0.064671 0.191037 0.073636 0.099707 -0.009574
81 0.017366 0.040092 0.018856 0.016107 -0.097399
82 0.016801 0.038938 0.032245 0.021485 -0.053706
83 0.055536 0.227863 0.092777 0.090497 -0.102619
84 -0.034303 -0.157484 -0.082543 -0.090882 -0.034948
85 0.044991 0.142783 0.06015 0.050556 -0.045122
86 0.050261 0.407782 0.079421 0.099594 -0.099781
87 0.044614 0.117576 0.083158 0.059904 -0.130799
88 0.030996 0.073962 0.041934 0.039173 -0.072986
89 0.032357 0.058454 0.060675 0.062033 -0.0768
90 0.035671 0.040803 0.023693 0.035575 -0.086289
91 0.035727 0.249184 0.076838 0.055189 -0.077189
92 0.035392 0.11407 0.006912 0.020013 -0.150894
93 -0.030757 -0.173202 -0.070998 -0.052997 0.033891
94 0.088862 0.24269 0.090495 0.147831 0.051106
95 0.011799 0.02545 0.001307 -0.012878 -0.036657
96 0.107567 0.227405 0.083897 0.106997 -0.188575
97 0.018135 0.016402 -0.02344 0.029361 -0.097057
98 0.060639 0.158446 0.095935 0.09222 -0.303899
99 0.063094 0.207842 0.054982 0.113088 -0.072503
100 0.093554 1.516554 0.122127 0.132139 -0.068771
101 0.066968 0.385113 0.081185 0.116708 -0.117447
102 0.025846 0.060633 0.034754 0.034739 -0.111467
103 0.163884 0.573054 0.1907 0.245823 -0.142659
104 0.091817 0.328554 0.121621 0.1512 -0.13206
105 0.04305 0.077556 0.07619 0.077726 -0.115417
106 0.041877 0.169708 0.056601 0.036171 -0.117815
107 0.054527 0.148563 0.068687 0.068102 -0.20489
108 0.004065 0.018422 -0.009119 -0.004104 -0.026492
109 0.034148 0.070832 0.06774 0.065718 -0.064756
110 0.227379 0.733503 0.176312 0.210623 0
111 0.031773 0.091143 0.072374 0.038005 -0.194619
112 0.001788 -0.027872 -0.035498 -0.019214 0.00731
113 0.101482 0.269738 0.117152 0.149279 -0.155694
114 -0.059762 -0.303999 -0.116479 -0.098063 0.044003
115 0.046818 0.101861 0.001176 0.041234 -0.230394
116 0.23142 1.294726 0.245885 0.309377 0.023092
117 0.020181 0.052824 0.022817 0.044328 -0.036029
118 0.017498 0.029306 0.026527 0.032773 -0.076913
119 -0.001083 0.010551 -0.0364 -0.049756 -0.078899
120 0.080321 0.166009 0.106445 0.118413 -0.239038
121 0.036659 0.064278 0.034934 0.057822 -0.16809
122 -0.003227 0.016732 -0.043948 -0.052924 -0.148822
123 0.000451 0.021159 -0.003164 0.04195 0.07285
124 0.065945 0.321351 0.098373 0.131777 -0.108642
125 0.174796 0.291733 0.102651 0.158312 0.016081
126 0.049704 0.405799 0.045532 0.086292 -0.042387
127 0.176372 0.572678 0.164213 0.206459 -0.014924
128 0.085469 0.129272 0.095722 0.137815 -0.170834
129 0.039572 0.044728 0.027431 0.060496 -0.15772
130 0.117314 0.563267 0.133871 0.177338 -0.024007
131 0.041815 0.134048 0.069655 0.066053 -0.193185
132 0.119137 0.267339 0.149107 0.187592 -0.218737
133 0.020453 0.057341 0.010213 0.004351 -0.089436
134 0.215057 0.347233 0.168134 0.195553 0
135 0.009153 0.002368 -0.020478 -0.024385 -0.114877
136 0.062459 0.170628 0.037587 0.074128 0.00406
137 0.091373 2.480306 0.193488 0.205023 0.014516
138 0.076951 0.324364 0.089201 0.109502 -0.160031
139 0.091927 0.510824 0.097661 0.14914 -0.083591
140 0.033624 0.112833 0.013431 0.037378 -0.101868
141 0.058204 0.172158 0.072703 0.090063 -0.061529
142 0.028486 0.046824 0.056316 0.059072 -0.052526
143 0.072559 0.20213 0.07751 0.114115 -0.077529
144 0.06499 0.623489 0.113992 0.130594 -0.027032
145 0.11428 0.518988 0.159142 0.175013 -0.163469
146 0.188208 1.451679 0.262505 0.242859 -0.224639
147 0.008029 -0.008812 -0.028378 -0.00647 0.034447
148 0.095795 0.221333 0.106291 0.143171 -0.119797
149 0.121885 0.304116 0.197476 0.205994 -0.106537
150 0.095944 0.327954 0.109251 0.156045 -0.049985
151 0.058969 0.260587 0.073668 0.092535 -0.056156
152 0.090484 0.231793 0.142027 0.150665 -0.088096
153 -0.041809 -0.074861 -0.084893 -0.071813 -0.076841
154 0.05818 0.252786 0.096514 0.097859 -0.126521
155 0.077633 0.65285 0.058671 0.112763 -0.064457
156 0.047546 0.102532 0.090791 0.081247 -0.103021
157 -0.031528 -0.169628 -0.07576 -0.076189 0.007215
158 0.076333 0.249398 0.082419 0.108184 -0.219513
159 0.015915 0.027382 0.019507 0.005793 -0.075079
160 0.092268 0.388657 0.148656 0.184792 -0.083323
161 0.041744 0.141157 0.083436 0.090095 -0.024892
162 0.018575 0.043739 0.026042 0.036998 -0.097049
163 0.068312 0.128029 0.132573 0.12637 -0.217774
164 0.095408 0.219126 0.115533 0.158131 -0.068195
165 0.207282 0.43782 0.174182 0.231933 -0.124237
166 0.035429 0.111201 0.018287 0.057207 -0.032249
167 -0.001853 0.008924 -0.024202 -0.005751 -0.033381
168 0.02215 0.014804 0.005057 0.017858 0.061296
169 0.126756 0.439217 0.117464 0.139262 -0.104046
170 0.016829 0.015865 0.016473 0.007556 -0.094437
171 0.014863 0.022995 0.019 0.021754 -0.046134
172 0.023097 0.027884 0.01595 0.010405 -0.143893
173 0.082535 0.194914 0.075184 0.131455 -0.070991
174 0.028543 0.097104 0.025743 0.03557 -0.131205
175 0.094567 0.191685 0.130004 0.141377 -0.285566
176 0.050614 0.063191 0.051232 0.070572 -0.176416
177 0.025058 0.037096 -0.006291 0.026285 0.106558
178 0.073786 0.167996 0.039602 0.112062 -0.011826
179 0.014326 0.065878 -0.020947 -0.011381 -0.068569
180 0.029835 0.151254 0.030562 0.049911 -0.064047
181 0.065482 0.114085 0.04144 0.074757 -0.003768
182 0.077094 0.461685 0.07011 0.116616 -0.104632
183 0.062759 0.24643 0.092068 0.116991 -0.075759
184 0.03473 0.062182 -0.008975 0.030268 0.059415
185 0.154276 0.647673 0.201374 0.220102 -0.111859
186 0.069545 0.123678 0.093178 0.114858 -0.071813
187 0.109415 0.368483 0.148398 0.150069 -0.13064
188 0.005797 0.071935 -0.016182 -0.026353 -0.031943
189 0.021369 0.03306 0.029379 0.042224 0.000787
190 0.021844 0.040658 0.033868 0.039053 -0.065575
191 0.016241 0.032575 0.031801 0.021004 -0.00775
192 0.083285 1.44313 0.150987 0.193187 -0.081635
193 0.015347 0.082133 0.021094 0.018055 -0.083091
194 0.037056 0.080827 0.063811 0.072006 -0.145125
195 0.034797 0.353399 0.029344 0.038154 -0.055585
196 0.047205 0.383721 0.043264 0.050827 -0.120191
197 0.029429 0.060856 0.034181 0.022036 -0.065385
198 0.137168 0.593169 0.127977 0.162973 -0.061936
199 0.035647 0.068791 0.062212 0.083489 -0.121441
200 0.03829 0.063636 0.029521 0.052794 -0.021539
201 0.028769 0.23672 -0.000795 -0.000882 -0.104975
202 0.152022 0.247583 0.182473 0.23708 -0.006503
203 0.031234 0.045144 0.059318 0.062499 -0.015325
204 0.038672 0.125012 0.017635 -0.006382 -0.124361
205 0.086848 0.214237 0.085021 0.107076 -0.08616
206 0.018888 0.041071 0.007942 0.019018 -0.063837
207 0.013223 0.027173 0.016184 0.023351 -0.051845
208 0.088045 0.089235 0.039561 0.073784 -0.053231
209 0.118681 0.491619 0.116219 0.144604 -0.094596
210 0.045114 0.098279 0.047912 0.086934 -0.15423
211 0.021882 0.047439 0.01551 0.007015 -0.110856
212 0.03009 0.078928 0.050571 0.051454 -0.134938
213 0.043182 0.14153 0.04898 0.074427 -0.112704
214 0.006037 0.044253 -0.005187 -0.005327 -0.067428
215 0.029615 0.080595 0.058369 0.069197 -0.057306
216 0.092677 0.189446 0.154088 0.161173 -0.138462
217 0.07585 0.218471 0.088735 0.12279 -0.118036
218 0.008709 -0.0034 -0.016724 -0.005246 -0.021977
219 0.129467 0.496167 0.17109 0.223657 -0.036701
220 0.016779 0.076359 0.018472 0.003457 -0.111169
221 0.180337 0.243435 0.213133 0.217376 -0.053892
222 0.073969 0.263883 0.10782 0.138739 -0.119897
223 0.023969 0.058506 0.039285 0.024673 -0.0333
224 0.017234 0.052634 0.009236 0.005062 -0.071097
225 0.092283 0.326499 0.09071 0.125456 -0.108471
226 0.010718 0.023356 -0.014596 -0.0162 -0.057011
227 0.015902 0.054824 0.035328 0.026924 -0.007642
228 0.014982 0.062234 -0.003375 -0.005986 -0.166687
229 0.091611 0.752683 0.143712 0.190734 -0.026049
230 0.306552 0.53305 0.321438 0.329271 -0.135733
231 0.017556 0.035656 0.012942 -0.000133 -0.091033
232 0.007465 0.01566 0.02152 0.008798 0.004493
233 0.054782 0.120146 0.02879 0.071487 0.08374
234 0.024114 0.05271 0.016695 0.017711 -0.096078
235 0.317022 0.455767 0.267528 0.316697 -0.160625
236 0.027655 0.060657 0.026303 0.038937 -0.143077
237 0.027508 0.096895 0.01423 0.006818 -0.043947
238 0.061084 0.120485 0.094039 0.103134 -0.083172
239 0.150637 0.598059 0.222789 0.245774 -0.087386
240 -0.011203 -0.034778 -0.018233 -0.002452 -0.027796
241 0.130048 0.159462 0.125892 0.13311 -0.205434
242 0.022762 0.066292 0.051462 0.021768 -0.192498
243 0.035194 0.058519 0.055402 0.06523 0.001977
244 0.063809 0.267927 0.072588 0.103763 -0.059071
245 0.064978 0.629441 0.096185 0.110755 -0.066686
246 0.099468 0.324835 0.119579 0.143081 -0.038037
247 0.02717 0.104632 0.036025 0.050907 -0.061358
248 0.115815 1.063597 0.163612 0.218246 -0.081876
249 0.069773 0.18128 0.046316 0.08444 0.016312
250 0.065053 0.24 0.094527 0.124333 -0.095109
251 0.16086 1.056077 0.230221 0.259902 -0.100426
252 0.014414 0.0241 -0.003175 0.010347 -0.129476
253 0.099116 1.656315 0.082778 0.139489 -0.088365
254 0.04324 0.160248 0.056896 0.068937 -0.122113
255 -0.001585 -0.005881 -0.038405 -0.020066 -0.060069
256 0.079579 0.810361 0.117042 0.138869 -0.040867
257 0.08615 0.434252 0.117633 0.135729 -0.111819
258 0.028358 0.232386 0.004227 0.035282 -0.062821
259 -0.002948 0.084216 0.022434 -0.004696 -0.018965
260 0.104111 0.482582 0.143378 0.159344 -0.20274
261 0.028402 0.069784 0.070833 0.054533 -0.184163
262 0.055586 0.522387 0.011264 0.09113 -0.05606
263 0.01471 0.044073 0.029079 0.011443 -0.112322
264 0.062342 0.124019 0.128438 0.104216 -0.040333
265 0.000462 0.014396 0.008012 0.002247 0.021638
266 0.052429 0.124801 0.071349 0.10983 -0.06793
267 0.039843 0.092265 0.042405 0.064676 -0.0812
268 0.028358 0.144233 0.047231 0.057449 -0.028247
269 0.006411 -0.006091 0.032392 -0.012119 0.054042
270 0.143863 0.69185 0.154353 0.199133 -0.03053
271 0.044 0.118178 0.074963 0.076373 -0.150568
272 0.017404 0.035622 0.037387 0.011208 -0.074878
273 0.023872 0.018255 0.002714 0.027717 -0.036764
274 0.032707 0.100617 0.073421 0.063816 -0.129315
275 0.026641 0.032686 0.034258 0.033852 0.071051
276 0.045354 0.225413 0.056083 0.064776 -0.062717
277 0.072095 0.186053 0.126687 0.136475 -0.090708
278 0.050949 0.107894 0.088475 0.093147 -0.159512
279 0.077099 0.175391 0.079483 0.124558 -0.050069
280 0.07403 0.197222 0.114718 0.114081 -0.241225
281 0.130438 1.201547 0.160866 0.242444 -0.148283
282 0.065788 0.492129 0.087555 0.079488 -0.046536
283 0.024595 0.3093 0.036046 0.027472 -0.080299
284 0.014641 0.021938 0.020624 0.014159 0.007152
285 0.130974 0.603036 0.202124 0.196451 -0.116913
286 0.019275 0.104157 -0.019643 -0.028364 -0.099289
287 0.033589 0.587248 0.012855 0.019501 -0.045507
288 0.141004 0.670614 0.193328 0.191333 -0.062464
289 0.189793 1.674096 0.156347 0.211858 -0.129957
290 0.025674 0.06751 0.01898 0.022238 -0.158694
291 0.056732 0.164208 0.078361 0.076495 -0.095927
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909 0.045365 0.109451 0.045568 0.042872 -0.099064
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966 0.038374 0.096303 0.052135 0.064332 -0.139433
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969 0.063151 0.149439 0.084669 0.100104 -0.227903
970 0.118921 0.794321 0.138972 0.187221 -0.100242
971 0.021923 0.092127 0.026211 0.03718 -0.065892
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977 0.028213 0.153272 0.038384 0.029595 -0.069566
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979 0.106666 0.758296 0.114588 0.170257 -0.058967
980 0.204528 0.418177 0.16518 0.206431 -0.071443
981 0.121752 0.302972 0.106973 0.168661 0.035448
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983 0.081745 0.361679 0.06777 0.103133 -0.092794
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997 0.013074 0.008953 -0.006585 0.001796 -0.179083
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999 0.047186 0.194064 0.084031 0.095874 -0.128751
1000 0.046473 0.233933 0.089114 0.025994 -0.06231
1001 0.073909 0.200092 0.123833 0.140304 -0.132123
1002 0.057686 0.516099 0.100007 0.096085 -0.056165
1003 -0.051124 -0.270897 -0.156359 -0.142861 -0.02654
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1006 0.024649 0.052256 0.037318 0.033482 -0.067435
1007 0.058668 0.198293 0.073817 0.0913 -0.157566
1008 0.035029 0.348697 0.052864 0.077337 0.017198
1009 0.001114 -0.013445 -0.014109 -0.003626 -0.097571
1010 0.244585 1.921458 0.278747 0.311467 -0.057128
1011 0.036402 0.101596 0.062583 0.053095 -0.080725
1012 0.066173 0.163745 0.092983 0.1113 -0.068313
1013 0.16098 0.19724 0.10606 0.138079 -0.177267
1014 0.012665 0.113818 -0.036677 -0.005843 -0.067565
1015 0.033831 0.105506 0.026521 0.062296 -0.072128
1016 0.047015 0.127881 0.028056 0.021187 -0.139782
1017 -0.006467 0.040411 0.00193 0.007503 -0.154963
1018 0.043022 0.203588 0.097421 0.081661 -0.189463
1019 0.146635 0.250139 0.231788 0.226913 -0.109304
1020 0.120904 0.324956 0.170338 0.177243 -0.071683
1021 0.019442 0.043269 0.023455 0.031051 -0.037301
1022 0.216797 1.319277 0.215073 0.251129 -0.114891
1023 0.170298 0.970013 0.233874 0.206084 -0.074167
1024 0.075489 0.260982 0.103006 0.124457 -0.09805
1025 0.00866 0.010749 0.009169 0.026663 0.106053
1026 0.118196 0.241943 0.204259 0.19274 -0.059979
1027 0.055174 0.148505 0.068603 0.106589 -0.047458
1028 0.022295 0.046959 0.02264 0.034234 -0.144526
1029 0.045379 0.098263 0.047694 0.0627 -0.05013
1030 0.063318 0.121539 0.084722 0.110889 -0.128481
1031 0.005215 0.018037 0.02386 -0.015203 -0.222408
1032 0.005617 -0.002497 -0.006927 -0.008003 -0.022138
1033 0.05182 0.087095 0.081681 0.089632 -0.226063
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1035 0.055275 0.412289 0.097714 0.092463 -0.03009
1036 0.02845 0.047439 0.028102 0.029034 -0.185754
1037 0.028499 0.069514 0.030405 0.036913 -0.084349
1038 0.03928 0.096466 0.089168 0.084844 -0.141333
1039 0.059348 0.262917 0.0901 0.085233 -0.072831
1040 0.074914 0.33877 0.054412 0.086781 0.04959
1041 0.095698 0.896136 0.072364 0.124556 -0.02074
1042 0.047275 0.102153 0.091682 0.092055 -0.057779
1043 0.024195 -0.018835 -0.021281 0.012277 0
1044 0.080162 0.364141 0.119349 0.141705 -0.08256
1045 0.02814 0.036772 0.044834 0.050617 0.028241
1046 0.016104 0.041985 0.009943 0.015773 0.015337
1047 0.076072 0.42314 0.098281 0.100846 -0.046127
1048 0.042714 0.607303 0.056532 0.066382 -0.03756
1049 0.147616 0.24014 0.166706 0.20813 -0.146941
1050 0.098061 0.179164 0.157742 0.156491 -0.174417
1051 0.005051 0.076992 0.035752 0.024725 -0.210904
1052 0.042827 0.075169 0.041573 0.049306 -0.107049
1053 0.071682 0.343252 0.106546 0.093999 -0.205857
1054 0.017121 0.103077 0.026539 0.032195 -0.110951
1055 0.07121 0.14884 0.103697 0.139268 -0.090495
1056 0.009775 0.022575 -0.00881 -0.013139 -0.056085
1057 0.058032 0.12943 0.111288 0.127398 -0.082974
1058 0.032329 0.070789 0.078899 0.056511 -0.130015
1059 0.035553 0.165645 0.034757 0.016575 -0.170657
1060 0.235261 3.175784 0.296625 0.338046 -0.185857
1061 0.047441 0.291003 0.067227 0.084547 -0.031332
1062 0.076458 0.541223 0.123375 0.12378 -0.040076
1063 0.180629 0.340189 0.15026 0.197404 -0.000129
1064 0.082088 0.283216 0.097084 0.130223 -0.164586
1065 0.141639 0.660563 0.137423 0.182361 -0.035454
1066 0.024651 0.019362 0.036753 0.011929 -0.122116
1067 0.209112 0.511479 0.29683 0.305414 -0.12873
1068 0.05321 0.132681 0.056573 0.073401 -0.086152
1069 0.085284 0.122807 0.086078 0.118123 -0.099589
1070 0.039034 0.162881 0.018269 0.04581 -0.17441
1071 0.013613 0.021965 -0.000462 0.012286 -0.235148
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1078 0.12866 0.281518 0.164814 0.205266 -0.153017
1079 0.032464 0.074887 0.027959 0.052001 -0.088971
1080 0.121335 2.43057 0.230325 0.252047 -0.046207
1081 0.026931 0.096324 0.006912 0.036741 -0.063893
1082 0.056272 0.165225 0.03495 0.092481 -0.01634
1083 0.100985 0.202465 0.034411 0.140244 -0.022439
1084 0.116431 1.005736 0.157426 0.207433 -0.138477
1085 0.068636 0.567559 0.101209 0.113571 -0.124734
1086 0.036972 0.081033 0.031708 0.049394 -0.095292
1087 0.026353 0.092621 0.052546 0.004634 -0.092514
1088 0.147105 0.276954 0.220195 0.208943 -0.174292
1089 0.042901 0.097163 0.045034 0.063135 -0.115519
1090 0.050815 0.1306 0.079783 0.082609 -0.035337
1091 0.09746 0.309061 0.168203 0.148583 -0.077761
1092 0.020856 0.045564 -0.02503 0.006277 0.039357
1093 0.128805 0.432332 0.148274 0.172999 -0.034141
1094 0.03567 0.176133 0.048134 0.033944 -0.081989
1095 0.056556 0.182365 0.067683 0.11206 -0.05228
1096 0.008502 0.041232 0.037771 0.01976 -0.036209
1097 0.116718 0.230359 0.108103 0.162992 -0.233141
1098 0.049376 0.188761 0.073607 0.092683 -0.149774
1099 0.098557 0.157738 0.113113 0.138802 -0.050537
1100 0.061111 0.34404 0.077234 0.110171 -0.160354
1101 0.029567 0.469633 0.030693 0.037492 -0.070772
1102 0.026973 0.105446 0.007992 0.010143 -0.170329
1103 0.06297 0.473037 0.045634 0.069817 -0.017035
1104 0.027412 0.05974 0.047741 0.025432 -0.132232
1105 0.21017 0.61617 0.169354 0.214471 -0.301514
1106 0.140667 2.655753 0.182333 0.205698 -0.059282
1107 0.018634 0.12944 0.030152 0.02955 -0.059785
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1110 0.006213 0.009741 0.007093 0.008178 -0.056258
1111 0.037843 0.764823 0.072611 0.046314 -0.068788
1112 0.028748 0.209024 0.038846 0.030198 -0.043708
1113 0.068225 0.192877 0.110205 0.133961 -0.084366
1114 0.079379 0.289316 0.086055 0.105271 -0.06314
1115 0.032055 0.056735 0.038583 0.055163 -0.061103
1116 0.102927 0.371715 0.164685 0.17655 -0.003512
1117 0.153122 0.628325 0.225755 0.259989 -0.037135
1118 0.064499 0.138102 0.102876 0.120932 -0.089347
1119 0.039929 0.120943 0.034091 0.044318 -0.115466
1120 0.016316 0.041181 0.014123 0.017966 -0.095172
1121 0.015805 0.02796 0.011356 0.016111 -0.128451
1122 0.024239 0.086668 0.042513 0.037605 -0.094742
1123 0.060003 0.514085 0.084566 0.105382 -0.063472
1124 0.145592 0.689854 0.231103 0.267548 -0.060141
1125 0.056129 0.099865 0.089147 0.093475 -0.181661
1126 -0.028767 -0.043386 -0.044123 -0.030196 -0.853013
1127 0.000432 -0.007443 0.002961 -0.009232 0.04992
1128 -0.036309 -0.076712 -0.082876 -0.081057 0.360067
1129 0.029814 0.070553 0.036683 0.016079 -0.051784
1130 0.051753 0.082591 0.093696 0.09579 -0.073689
1131 0.051288 0.080246 -0.032414 0.039595 -0.074021
1132 0.106856 0.773457 0.187344 0.211011 0.000162
1133 0.049281 0.130845 0.0852 0.067167 -0.100365
1134 0.041216 0.170974 0.030547 0.051936 -0.074039
1135 0.076605 0.08455 0.017108 0.066127 -0.296656
1136 0.175063 0.282143 0.230719 0.231846 -0.403107
1137 0.057981 0.191304 0.084892 0.113864 -0.143562
1138 0.030394 0.045842 0.040505 0.047202 -0.102286
1139 0.022517 0.045867 0.011399 0.02958 -0.028155
1140 0.071863 0.176548 0.10549 0.10217 -0.093644
1141 0.128373 0.379952 0.171431 0.213686 -0.19865
1142 0.099696 0.147415 0.072694 0.0974 -0.142423
1143 0.246238 1.457831 0.340225 0.363477 -0.209515
1144 0.060138 0.141633 0.076643 0.097303 -0.062781
1145 0.181795 0.573991 0.247509 0.284965 -0.132413
1146 0.054692 0.252819 0.111844 0.114389 -0.078865
1147 0.120408 0.288779 0.176538 0.18191 -0.195125
1148 0.030567 0.136085 0.035617 0.029349 -0.058329
1149 0.051106 1.345103 0.075384 0.07132 -0.024973
1150 0.013964 0.018938 0.020582 0.021011 -0.00395
1151 0.045347 0.125523 0.042331 0.050893 -0.217817
1152 0.01662 0.052154 0.035322 0.010837 -0.086305
1153 0.012269 0.050195 0.017551 0.022365 -0.048755
1154 0.192912 1.663889 0.268986 0.305722 -0.323614
1155 0.016155 0.036942 0.022302 0.011337 -0.120029
1156 0.074368 0.258988 0.084807 0.112321 -0.07294
1157 0.029975 0.055138 0.0631 0.073866 -0.07576
1158 0.127634 0.799631 0.183995 0.185412 -0.212508
1159 0.034207 0.131438 0.059402 0.049292 -0.05568
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1161 0.004634 0.012612 0.000723 0.000238 -0.229045
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1163 0.10723 0.487001 0.131282 0.205944 -0.024465
1164 0.053266 0.233461 0.063688 0.077511 -0.027676
1165 0.047905 0.119249 0.060804 0.063275 -0.172997
1166 0.226587 0.315774 0.187401 0.221524 -0.221637
1167 0.033729 0.083226 0.018799 0.031088 -0.185581
1168 0.16428 1.505037 0.188342 0.288919 -0.049927
1169 0.027101 0.089851 0.015492 0.052627 0.015798
1170 0.269186 0.524264 0.254512 0.256171 -0.493476
1171 0.071117 0.289971 0.095222 0.129575 -0.119226
1172 0.073032 0.373528 0.083106 0.124694 -0.050514
1173 0.223103 1.294529 0.346374 0.383905 -0.112715
1174 0.08287 0.381032 0.123284 0.129578 -0.05614
1175 0.031862 0.053762 0.051034 0.051034 0
1176 0.028999 0.10101 0.028542 0.038798 -0.089157
1177 0.104094 0.282159 0.105139 0.135091 -0.213898
1178 0.026798 0.167641 0.031122 0.024402 -0.076819
1179 0.033299 0.170455 0.039604 0.049225 -0.100437
1180 0.030738 0.065503 0.037809 0.044404 -0.11114
1181 0.034153 0.167815 0.072126 0.067998 -0.051796
1182 0.037038 0.087288 0.042273 0.058113 -0.059862
1183 0.021819 0.072238 0.017365 0.010063 -0.088362
1184 0.023739 0.072342 0.03413 0.029218 -0.016506
1185 0.070736 0.203206 0.070587 0.122156 -0.045614
1186 0.030226 0.207849 0.036091 0.061957 -0.107652
1187 0.014226 0.237418 0.021371 0.018663 -0.033224
1188 0.034721 0.071095 0.049105 0.047422 -0.105628
1189 0.071711 0.187161 0.108695 0.118995 -0.032981
1190 0.068704 0.17683 0.053624 0.097208 0.004407
1191 0.099469 0.162829 0.112334 0.099181 0.009546
1192 0.059301 0.42423 0.050567 0.087011 -0.128079
1193 0.082771 0.163677 0.11578 0.116561 -0.184779
1194 0.028169 0.097167 0.044946 0.055771 -0.040154
1195 0.048563 0.250202 0.057946 0.040577 -0.105077
1196 0.072413 0.370236 0.105812 0.127046 -0.062605
1197 0.034484 0.06119 0.053201 0.052589 -0.12547
1198 0.05495 0.184237 0.080815 0.065635 -0.086116
1199 0.077064 0.1948 0.102507 0.12101 -0.075724
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1793 0.142004 0.342265 0.157538 0.197504 -0.038842
1794 0.05694 0.094045 0.056487 0.074572 -0.120151
1795 0.030169 0.094652 0.02941 0.041843 -0.009507
1796 0.058524 0.428026 0.091118 0.115151 -0.036501
1797 0.098657 0.661724 0.149564 0.13889 -0.200708
1798 0.013218 0.040824 0.023322 0.017298 -0.130684
1799 0.018622 0.048572 0.049414 0.031378 -0.152813
1800 0.056831 0.137392 0.066677 0.094242 -0.121253
1801 0.448292 1.835512 0.471743 0.492998 -0.19711
1802 0.124801 0.388995 0.165731 0.181356 -0.202015
1803 0.046971 0.192717 0.071374 0.09514 -0.139331
1804 0.075152 0.29285 0.107288 0.06918 -0.052108
1805 0.026445 0.070044 0.018802 0.025952 -0.100178
1806 0.226399 3.930168 0.254872 0.311015 -0.079526
1807 0.051395 0.083727 0.065088 0.081116 -0.092104
1808 0.062563 0.11937 0.080015 0.102017 -0.029066
1809 0.020641 0.09974 0.013856 0.032798 -0.084969
1810 0.073171 0.106289 0.080091 0.108704 -0.084956
1811 0.025607 0.022943 -0.057281 -0.02772 -0.186055
1812 0.13099 0.431169 0.146591 0.192588 -0.07966
1813 0.01874 0.009353 0.015082 0.004734 -0.057606
1814 0.0503 0.073218 0.054746 0.071951 -0.172192
1815 0.214141 0.869306 0.303906 0.297069 -0.198524
1816 0.060962 1.337174 0.099085 0.106207 -0.067459
1817 0.015654 0.086552 0.046421 0.023317 -0.074078
1818 0.022589 0.079067 0.025966 0.047962 -0.074322
1819 0.095084 0.234117 0.072206 0.100148 -0.098806
1820 0.135397 0.455297 0.19105 0.248636 -0.246718
1821 0.195395 0.82868 0.221579 0.276286 -0.068845
1822 0.107816 1.600778 0.168111 0.200492 -0.079958
1823 0.171721 0.25162 0.13004 0.144546 0.090904
1824 0.025919 0.062465 0.03213 0.00998 -0.147403
1825 0.063624 0.139727 0.079258 0.09932 -0.046477
1826 -0.011282 -0.095142 -0.04638 -0.044802 0.008343
1827 0.111234 0.625846 0.115025 0.135773 -0.048319
1828 0.061235 0.268751 0.098832 0.107016 -0.083988
1829 -0.024208 0.124473 -0.066899 -0.06625 -0.001325
1830 0.026861 0.056119 0.035012 0.048478 -0.14548
1831 0.026047 0.032822 0.020464 0.029114 -0.069998
1832 0.032217 0.145571 0.040151 0.048029 -0.076488
1833 0.004864 0.009468 0.006179 -0.001041 0.011772
1834 0.095294 0.372925 0.105921 0.132738 -0.039856
1835 0.159039 0.621373 0.204445 0.255632 -0.079836
1836 0.037547 0.073405 0.068126 0.054182 -0.048455
1837 0.012655 0.035561 0.037596 0.029961 -0.199529
1838 0.028533 0.080152 0.045795 0.043225 -0.112112
1839 0.109158 0.629158 0.13061 0.184031 -0.095383
1840 0.065611 0.124229 0.049572 0.081659 -0.093952
1841 0.146581 0.776754 0.165729 0.20399 -0.064129
1842 0.233693 1.454821 0.327856 0.354736 -0.008167
1843 0.124355 0.376943 0.173087 0.200939 -0.116393
1844 0.027622 0.24501 -0.003065 0.003435 -0.095542
1845 0.038511 0.122477 0.064499 0.10395 -0.029515
1846 0.017448 0.162934 0.015069 -0.027495 -0.07445
1847 0.038537 0.120006 0.037091 0.052551 -0.059374
1848 0.014909 0.000593 -0.005035 0.001933 0.219278
1849 0.036363 0.086639 0.046473 0.057849 -0.08036
1850 0.083673 0.20549 0.114507 0.12416 -0.085097
1851 0.32574 0.562055 0.302916 0.313949 -0.319652
1852 0.032904 0.086344 0.026759 -0.001595 -0.015998
1853 0.081673 0.270406 0.104027 0.107797 -0.235783
1854 0.066992 0.259381 0.083157 0.104892 -0.115141
1855 -0.048064 -0.230846 -0.169827 -0.135298 -0.063085
1856 0.019626 0.064186 0.021427 0.03425 0.054547
1857 0.044149 0.146581 0.013027 0.080703 -0.061815
1858 0.026384 0.087509 0.021777 0.02424 -0.066324
1859 0.061133 0.191808 0.062222 0.10363 -0.141678
1860 0.108562 0.191955 0.118217 0.138471 -0.097303
1861 0.049192 0.112141 0.056463 0.062702 -0.14602
1862 0.024205 0.051677 0.006122 0.036066 -0.146217
1863 0.009523 0.028563 0.008753 0.012628 -0.073543
1864 0.031877 0.177087 0.048755 0.060948 -0.078249
1865 0.083541 0.510724 0.102105 0.114401 -0.217274
1866 0.365859 3.603343 0.361644 0.400488 -0.025223
1867 0.027557 0.195176 0.066069 0.030225 -0.024891
1868 0.03234 0.082417 0.021986 0.035345 -0.089508
1869 0.033964 0.099686 0.054126 0.048404 -0.155783
1870 0.013354 0.048778 0.004385 -0.000264 -0.116348
1871 0.071248 0.559919 0.107112 0.13487 -0.055767
1872 0.125276 0.356286 0.168157 0.192475 -0.077189
1873 0.126085 0.295598 0.186424 0.204178 -0.172786
1874 0.184432 0.665878 0.27406 0.309293 -0.061498
1875 0.159541 0.601974 0.191418 0.271803 0.015927
1876 0.12654 0.870294 0.162078 0.203108 -0.085847
1877 0.018329 0.065025 0.014005 0.009099 -0.092749
1878 0.057563 0.19511 0.099861 0.082523 -0.034092
1879 0.213075 0.580334 0.179207 0.223654 -0.043385
1880 0.112502 0.166134 0.098859 0.139877 -0.051503
1881 0.045554 0.190213 0.072555 0.094452 -0.07819
1882 0.160173 0.566858 0.166209 0.237396 -0.218873
1883 0.14506 1.189033 0.17609 0.202172 -0.035015
1884 0.113121 0.72066 0.101732 0.149367 -0.061212
1885 0.027306 0.048845 0.024343 0.020484 -0.091385
1886 0.036377 0.247215 0.044538 0.053057 -0.032094
1887 0.039904 0.101124 0.054852 0.072783 -0.252145
1888 0.048535 0.741449 0.086274 0.090025 -0.037439
1889 0.026566 0.054055 0.04622 0.008041 -0.078612
1890 0.038136 0.059814 0.026476 0.044777 -0.164407
1891 0.021446 0.049841 0.046871 0.051175 -0.163781
1892 0.024365 0.0757 0.02545 0.047733 -0.045291
1893 0.172434 0.266047 0.109615 0.160921 -0.019534
1894 0.128625 0.435497 0.088464 0.126923 -0.07485
1895 0.03834 0.107038 0.02881 0.044508 -0.183309
1896 0.230918 0.669126 0.337682 0.338066 -0.126278
1897 0.024302 0.082884 0.033428 0.025752 -0.06008
1898 0.067447 0.189308 0.087424 0.10708 -0.149619
1899 0.048139 0.096708 0.021805 0.059547 -0.182658
1900 0.037025 0.084801 0.057465 0.076744 -0.092762
1901 0.083245 0.449822 0.133616 0.163793 -0.035349
1902 0.138854 1.251122 0.214053 0.241943 -0.122217
1903 0.109932 0.839271 0.074319 0.116348 -0.103724
1904 0.044155 0.117851 0.072266 0.077504 -0.158246
1905 0.024398 0.159468 0.029533 0.057937 -0.037345
1906 0.044298 0.080976 0.038053 0.063816 0.010093
1907 0.067422 0.457994 0.05972 0.088723 0.024253
1908 0.061222 0.322762 0.049216 0.096466 -0.111798
1909 0.027216 0.057924 0.036317 0.054178 -0.086863
1910 0.027683 0.121413 0.038091 0.045518 -0.06353
1911 0.039829 0.106672 0.058731 0.07536 -0.037035
1912 0.058243 0.108617 0.094594 0.101463 -0.095593
1913 0.078488 0.233474 0.094798 0.133686 -0.019109
1914 0.034976 0.091683 0.048236 0.052427 -0.100418
1915 0.142364 0.400136 0.217576 0.244464 -0.219443
1916 0.019347 0.028354 0.041938 0.031325 0.03853
1917 0.146089 0.566688 0.142311 0.162261 -0.291878
1918 0.02008 0.102007 0.022892 0.012693 -0.039096
1919 0.031066 0.232245 0.046874 0.062224 -0.040563
1920 0.041396 0.06983 0.030892 0.063422 -0.162525
1921 0.039947 0.095875 0.034802 0.041936 -0.17088
1922 0.024545 0.069813 0.034185 0.001252 -0.078407
1923 -0.003924 -0.00364 -0.051975 -0.053192 -0.077524
1924 0.08267 0.139033 0.133053 0.134415 -0.164799
1925 0.080109 0.234335 0.138722 0.143079 -0.12638
1926 0.059263 0.119551 0.073294 0.130922 -0.054247
1927 0.174347 0.63848 0.216755 0.258718 -0.059756
1928 0.016992 0.085234 0.055697 0.017414 -0.034763
1929 0.01507 0.056371 0.040936 0.035258 -0.159707
1930 0.049903 0.156909 0.522149 0.06257 -0.180297
1931 0.473541 4.039661 0.533775 0.54416 -0.059934
1932 0.025923 0.045196 0.045472 0.048134 -0.118066
1933 0.054233 0.096864 0.063003 0.088432 -0.08086
1934 0.025589 0.048945 0.022481 0.024747 -0.049304
1935 0.076267 0.52427 0.128973 0.112353 -0.015609
1936 0.022229 0.041663 0.014975 0.03233 -0.121072
1937 0.032538 0.042775 0.025056 0.036263 -0.402452
1938 -0.009185 -0.093652 -0.053696 -0.043279 -0.015724
1939 0.059287 0.289169 0.06756 0.067838 0.027518
1940 0.074654 0.196268 0.08563 0.123989 -0.038072
1941 0.048068 0.283538 0.057214 0.048973 -0.031843
1942 0.081356 0.825385 0.076965 0.106933 -0.139363
1943 0.170013 1.290493 0.190827 0.207988 -0.192032
1944 -0.002575 0.004359 -0.034763 -0.027407 -0.111092
1945 0.027551 0.080728 0.034206 0.039451 -0.065026
1946 0.019649 0.111514 0.015503 0.02636 -0.030844
1947 0.143476 1.135062 0.240794 0.247137 -0.048543
1948 0.032425 0.131476 0.043489 0.043344 -0.122922
1949 0.083796 0.156877 0.111784 0.109972 -0.194258
1950 0.257278 1.05042 0.20054 0.247423 0.182508
1951 0.060427 0.117335 0.076295 0.106201 -0.311452
1952 0.058257 0.147061 0.07857 0.089215 -0.117565
1953 0.366231 0.595627 0.299438 0.345645 -0.433534
1954 0.063458 0.085227 0.060484 0.077418 -0.142158
1955 0.022629 0.050338 0.016887 0.052853 -0.138097
1956 0.153288 0.478805 0.158834 0.225961 -0.086071
1957 0.051157 0.048692 0.062129 0.079362 0.000537
1958 0.062008 0.104141 0.089152 0.125994 -0.186971
1959 0.056067 0.100876 0.058654 0.087086 -0.020206
1960 0.020718 0.050386 0.069982 -0.001024 -0.0461
1961 0.189294 0.64283 0.205935 0.231122 -0.195179
1962 0.027522 0.038426 0.009436 0.027419 -0.026938
1963 -0.016898 -0.120372 -0.079903 -0.116049 -0.075046
1964 0.122517 0.109642 0.092522 0.106847 -0.092514
1965 0.069823 0.140423 0.103617 0.11392 -0.23042
1966 0.128109 0.646276 0.189185 0.192575 -0.081418
1967 0.03707 0.076762 0.030781 0.054917 -0.12374
1968 0.064262 0.205407 0.102611 0.117604 -0.099426
1969 0.009283 0.065824 0.028754 0.013196 -0.023076
1970 0.020381 0.076773 -0.004994 0.00758 -0.130878
1971 0.015108 0.064528 0.035089 0.029814 -0.171977
1972 0.047157 0.199222 0.062867 0.089452 -0.03098
1973 0.003526 -0.010059 -0.021622 -0.027493 -0.039421
1974 0.059047 0.283761 0.071224 0.091906 -0.066835
1975 0.095855 0.268889 0.099766 0.132529 0.026545
1976 0.014435 0.027102 0.013205 0.025971 -0.072457
1977 0.056506 0.109332 0.073044 0.102634 -0.361549
1978 0.055177 0.11699 0.073807 0.081249 -0.065249
1979 0.029166 0.183186 0.047559 0.03265 -0.105835
1980 0.15626 0.603909 0.18197 0.215537 -0.088025
1981 0.153428 0.708925 0.234689 0.276259 -0.097584
1982 0.095017 0.29318 0.101941 0.131104 -0.266823
1983 0.07932 0.062979 0.048926 0.047402 0
1984 0.09275 0.588761 0.128239 0.112486 -0.159232
1985 0.034163 0.075566 0.06279 0.050606 -0.114217
1986 0.030693 0.050993 0.055459 0.074801 -0.048177
1987 0.026604 0.040961 0.056943 0.054654 -0.02171
1988 0.0188 0.04303 -0.014298 0.021353 -0.098752
1989 0.033919 0.08378 0.064807 0.063763 -0.102428
1990 0.156215 0.266399 0.186917 0.200592 -0.098552
1991 0.161529 0.488468 0.245669 0.255482 -0.175134
1992 0.022396 0.157596 0.004786 0.001341 -0.074268
1993 0.048388 0.139575 0.055198 0.068438 -0.113555
1994 0.080465 0.397538 0.100078 0.111424 -0.082353
1995 0.026309 0.125143 0.034722 0.044254 -0.085052
1996 0.011269 0.001786 -0.027447 -0.030116 -0.092855
1997 0.089181 0.374361 0.133806 0.158783 -0.126812
1998 0.094595 0.575431 0.157758 0.180979 -0.078862
1999 0.08807 0.23178 0.147015 0.071099 -0.15655
2000 0.043045 0.452763 0.037448 0.045308 -0.040443
2001 0.077006 0.2131 0.111679 0.113887 -0.150182
2002 0.207836 0.382345 0.214307 0.238089 -0.210124
2003 0.056393 0.285276 0.082878 0.09355 -0.187869
2004 0.047441 0.512922 0.059074 0.102614 -0.04354
2005 0.033309 0.087242 0.03386 0.048127 -0.171004
2006 0.143875 0.234632 0.090149 0.130543 -0.146695
2007 0.144851 0.218747 0.135066 0.186981 -0.175716
2008 0.157956 0.514955 0.156722 0.200912 -0.097018
2009 0.023071 0.048895 0.038662 0.044637 -0.12187
2010 0.040237 0.222036 0.06461 0.075615 -0.1547
2011 0.174454 2.242015 0.210315 0.24199 -0.255019
2012 0.060539 0.218119 0.069996 0.095751 -0.079243
2013 0.070041 0.375708 0.087022 0.101601 -0.083917
2014 0.025428 0.063285 0.062305 0.053208 -0.217768
2015 0.029857 0.039762 0.015315 0.005853 -0.059424
2016 0.037957 0.027759 0.003821 0.034128 0.147874
2017 0.072413 0.544921 0.098375 0.064513 -0.070464
2018 0.064247 0.326565 0.088582 0.092442 -0.052918
2019 0.025161 0.050163 0.044404 0.035751 0.041472
2020 0.062465 0.054642 0.036218 0.047331 0
2021 0.040858 0.083174 0.054706 0.029354 -0.317841
2022 0.019312 0.051849 -0.001171 0.004261 -0.14379
2023 0.078782 0.355171 0.118552 0.128289 -0.087136
2024 0.117552 0.690875 0.117657 0.155004 -0.008029
2025 0.095986 0.483284 0.155957 0.162676 -0.068608
2026 0.139447 0.350645 0.182897 0.220042 0.038074
2027 0.217969 1.822271 0.266033 0.329043 -0.167722
2028 0.038545 0.106701 0.060889 0.045843 -0.187998
2029 0.090185 0.326156 0.124638 0.164259 -0.232676
2030 0.103006 0.53743 0.151638 0.188234 -0.171842
2031 0.071834 0.240031 0.06345 0.101211 -0.082354
2032 0.018125 0.04996 0.021219 0.000391 -0.094873
2033 0.282408 2.638365 0.362779 0.398397 -0.11589
2034 0.037748 0.168283 0.074268 0.033974 -0.1135
2035 0.14869 0.418512 0.197626 0.229282 -0.12034
2036 0.029559 0.086654 0.027925 0.059612 0.014852
2037 0.045737 0.331734 0.066665 0.058417 -0.171092
2038 0.158595 0.334703 0.194654 0.226691 -0.168452
2039 0.094234 0.209915 0.139628 0.155337 -0.260885
2040 0.077581 0.120241 0.080942 0.147978 -0.232234
2041 -0.104338 -0.145753 -0.137057 -0.171015 -4.2E-05
2042 -0.001582 -0.027842 -0.080589 -0.074833 -0.098698
2043 0.00226 0.000843 -0.008841 -0.003627 0.025378
2044 0.046361 0.056373 0.040973 0.052133 -0.351104
2045 0.122548 0.191025 0.119532 0.142397 -0.2044
2046 0.020933 0.057527 0.011228 0.006599 -0.06703
2047 0.214557 1.367058 0.323802 0.388759 -0.047121
2048 0.145414 0.426746 0.228728 0.263642 -0.039868
2049 0.022028 0.048 0.03712 0.016109 -0.096469
2050 0.002258 0.018455 -0.024187 -0.015182 -0.015401
2051 0.050871 0.202639 0.059924 0.049835 -0.115504
2052 0.183575 0.509521 0.235334 0.271836 -0.091397
2053 0.068086 0.317616 0.066969 0.073994 0.037991
2054 0.027046 0.078433 0.03085 0.05166 -0.029652
2055 0.07865 0.325305 0.106704 0.136721 -0.139235
2056 0.242823 0.675971 0.192979 0.255857 -0.057541
2057 0.174344 1.969568 0.180633 0.211724 -0.072268
2058 0.013127 0.020943 0.028149 0.004226 -0.066353
2059 0.047399 0.11967 0.075481 0.090573 -0.019664
2060 0.015026 0.02232 0.01075 -0.004039 -0.025201
2061 0.019091 0.059128 0.029383 0.031597 -0.098774
2062 0.060087 0.137638 0.083826 0.078528 -0.170859
2063 0.071127 0.694904 0.123788 0.157499 -0.036465
2064 0.050018 0.067114 0.064942 0.087857 0.01346
2065 0.015167 0.118931 -0.015606 -0.01359 -0.039759
2066 0.149761 0.784063 0.164242 0.211263 -0.070382
2067 0.020162 0.05187 0.00463 0.011459 -0.189764
2068 -0.02609 -0.076272 -0.10398 -0.090694 -0.015792
2069 0.023559 0.095386 0.046932 0.037669 -0.177842
2070 0.035187 0.329515 0.055791 0.053215 -0.042976
2071 0.0714 0.145764 0.04198 0.092755 -0.202194
2072 0.074986 0.202193 0.085275 0.119452 -0.162026
2073 0.015139 0.037462 0.015142 0.008467 -0.094665
2074 0.000897 -0.001086 -0.014155 -0.008311 -0.211013
2075 0.04817 0.217192 0.070473 0.043385 -0.063473
2076 0.019706 0.028799 -0.031407 -0.000332 -0.008639
2077 0.01376 0.037151 -0.001091 -0.015812 -0.139657
2078 0.01375 0.036228 -0.002034 -0.020846 -0.034435
2079 0.098119 0.11097 0.068481 0.095506 -0.056354
2080 0.097626 0.656998 0.137634 0.132057 -0.092523
2081 0.034191 0.084182 0.047512 0.03721 -0.231304
2082 0.03249 0.051334 0.028019 0.047474 -0.055533
2083 0.123096 1.036499 0.182882 0.203039 -0.052627
2084 0.061533 0.070861 0.028029 0.055986 -0.012748
2085 0.10593 0.234566 0.09116 0.119872 -0.138022
2086 0.029592 0.120808 0.026597 0.045894 0.056597
2087 0.085685 0.415597 0.131449 0.160008 -0.098021
2088 0.052714 0.219763 0.083035 0.101518 -0.140805
2089 -0.004038 0.047637 -0.068563 -0.025844 -0.028922
2090 0.034199 0.107539 0.048021 0.045794 -0.125363
2091 0.043811 0.07286 0.072757 0.088676 -0.075118
2092 0.066962 0.417726 0.097406 0.14537 -0.053156
2093 0.12588 0.813378 0.172816 0.189024 -0.054704
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3924 0.005447 0.004647 0.007348 0.009536 0.112598
3925 0.024846 0.030352 0.037333 0.032939 -0.013734
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3927 0.093421 0.247454 0.130472 0.159181 -0.161345
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3932 0.094186 0.161916 0.1069 0.105199 0.049096
3933 0.075122 0.168265 0.092421 0.101227 -0.04028
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3935 0.041602 0.091696 0.037487 0.046629 -0.144112
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3966 0.207456 0.954934 0.334538 0.38752 -0.111405
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4805 0.085733 0.27391 0.078955 0.113258 -0.234937
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4809 0.053168 0.072395 0.016595 0.054745 0.012935
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4813 0.076621 0.741383 0.091265 0.114739 -0.095243
4814 0.072499 0.146042 0.055674 0.072694 0.087458
4815 0.033844 0.666956 5.8E-05 0.039971 -0.067252
4816 0.064535 0.186212 0.070815 0.114468 -0.014128
4817 0.370735 1.105875 0.484932 0.486397 -0.09045
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4823 0.0244 0.056778 0.023929 0.026894 -0.10866
4824 0.065001 0.240957 0.073873 0.110178 -0.051274
4825 0.074989 0.415969 0.061522 0.090554 0.004469
4826 0.170829 0.636113 0.145494 0.193717 -0.097918
4827 0.414375 1.096993 0.416123 0.428471 0.041445
4828 0.061465 0.115728 0.037304 0.077433 -0.064379
4829 0.07316 0.348914 0.084796 0.114766 -0.077349
4830 0.014642 0.063853 0.043431 0.025793 -0.021542
4831 0.085583 0.425133 0.130787 0.175101 -0.085104
4832 0.007722 0.001438 -0.003418 -0.002694 0.071818
4833 0.055053 0.112656 0.06386 0.075931 -0.06403
4834 0.039267 0.064845 0.054901 0.06734 -0.121322
4835 0.127199 0.190318 0.142584 0.171094 -0.233393
4836 0.057109 0.24088 0.048946 0.081656 -0.122542
4837 0.074865 0.398907 0.098055 0.13931 -0.072096
4838 0.185229 1.03309 0.235567 0.300878 -0.073908
4839 -0.001606 -0.006645 0.014059 -0.019341 0.077091
4840 0.025363 0.074649 0.039672 0.052442 -0.044604
4841 0.041992 0.075768 0.058301 0.065971 -0.074042
4842 0.153222 0.741291 0.137932 0.200283 -0.039584
4843 0.187561 0.435213 0.201191 0.26417 -0.089465
4844 0.004502 0.161692 0.029275 0.016581 -0.062663
4845 0.028169 0.053107 0.025312 0.021897 -0.080963
4846 0.224853 0.654122 0.158124 0.227455 0.005228
4847 0.01106 0.025736 0.028341 0.015116 -0.051694
4848 0.027908 0.028307 0.025247 0.037116 0.038758
4849 -0.37121 -0.585635 -0.395798 -0.344896 0.168148
4850 -0.003012 0.01053 -0.033594 -0.053283 -0.115133
4851 0.067083 0.532103 0.118143 0.11638 -0.098828
4852 0.029334 0.085101 0.052065 0.058816 -0.090138
4853 0.027943 0.056789 0.033345 0.038138 -0.108109
4854 0.111307 1.160119 0.16173 0.156216 -0.114642
4855 0.105154 0.334842 0.139277 0.163379 -0.046476
4856 0.071139 0.184388 0.019388 0.054709 -0.094405
4857 0.125086 0.128563 0.086619 0.11909 0.052866
4858 0.112878 0.592697 0.11791 0.163121 -0.124939
4859 0.123157 0.230103 0.208095 0.206338 0.007043
4860 0.037744 0.085431 0.058151 0.061985 -0.174605
4861 0.078263 0.444324 0.103503 0.135283 -0.058563
4862 0.002774 0.164297 -0.020332 -0.016314 0.016127
4863 0.130086 3.14056 0.169132 0.182712 -0.032275
4864 0.09541 0.163537 0.127734 0.139164 -0.230201
4865 0.191519 0.51231 0.233237 0.271218 0.070623
4866 0.004823 0.009318 -0.016738 -0.003588 -0.112685
4867 0.018041 0.016771 0.018984 0.022738 0.536567
4868 0.210248 1.537506 0.308277 0.325631 -0.180197
4869 0.153851 0.809619 0.191137 0.229073 -0.060596
4870 0.281442 1.218735 0.272156 0.297062 -0.087473
4871 0.076811 0.209327 0.099662 0.104508 -0.094929
4872 0.024738 0.063957 0.024602 0.028865 -0.081735
4873 0.04039 0.10094 0.042334 0.04675 -0.117256
4874 0.065479 0.311046 0.120095 0.130273 -0.066277
4875 0.015681 0.034208 0.011092 -0.009276 -0.093561
4876 0.120568 0.281085 0.154556 0.179291 -0.112887
4877 0.043062 0.068608 0.042765 0.058684 -0.139024
4878 0.012908 0.026757 0.018234 0.021622 -0.073687
4879 0.089256 0.144356 0.065543 0.110447 -0.153601
4880 0.03896 0.0355 0.00577 0.042189 -0.202402
4881 0.019107 0.049885 0.021213 0.010885 -0.065861
4882 0.01873 0.267473 0.044206 0.027435 -0.016476
4883 0.090159 0.584856 0.095598 0.126616 -0.03392
4884 0.05227 0.306787 0.063214 0.071939 -0.135579
4885 0.033917 0.389653 0.044509 0.041424 -0.04701
4886 0.257359 1.393339 0.306686 0.362693 -0.041297
4887 0.087971 0.422692 0.044796 0.12265 -0.09359
4888 0.106629 1.191671 0.155831 0.154849 -0.037732
4889 0.059299 0.194775 0.04027 0.048507 -0.081681
4890 0.0091 0.021973 0.007521 0.006463 -0.026765
4891 0.138302 0.66714 0.187331 0.181217 -0.143139
4892 0.086247 0.933824 0.107641 0.117944 -0.100885
4893 0.107231 0.751454 0.139824 0.148788 -0.238481
4894 0.043212 0.165548 0.051943 0.037457 -0.061608
4895 0.105365 1.298196 0.168706 0.149723 0.022182
4896 0.131846 1.160854 0.143545 0.195551 -0.237501
4897 0.049485 0.101736 0.073368 0.082353 -0.047074
4898 0.015587 0.075902 0.021151 0.023875 -0.132862
4899 0.120523 0.359747 0.160405 0.220568 -0.142266
4900 0.123931 0.625024 0.137678 0.215434 -0.044385
4901 0.047147 0.100442 0.065866 0.03989 -0.103683
4902 0.02287 0.055768 0.035009 0.028136 -0.084781
4903 0.057335 0.758195 0.076254 0.102802 -0.018221
4904 0.01246 0.063786 0.031013 0.022434 0.024109
4905 0.023659 0.094492 0.016456 0.029831 -0.022903
4906 0.088584 0.244134 0.139258 0.138294 -0.305488
4907 0.019457 0.759857 0.033027 0.038217 -0.00108
4908 0.312298 1.138424 0.327536 0.324193 -0.046687
4909 0.028571 0.11474 0.051429 0.042166 -0.060835
4910 0.415689 3.282887 0.396312 0.425693 -0.074586
4911 0.0566 0.131093 0.021506 0.108182 -0.218128
4912 0.03728 0.053012 0.001014 0.04172 -0.035685
4913 0.063244 0.18468 0.103868 0.129219 -0.081122
4914 0.046784 0.199102 0.039271 0.033712 -0.072654
4915 0.035214 0.110382 0.029747 0.046746 -0.101902
4916 0.044145 0.108774 0.035552 0.046876 -0.037386
4917 0.029481 0.051295 0.018396 0.036734 -0.167611
4918 0.135702 0.285673 0.146811 0.170237 -0.160012
4919 0.016362 0.031134 0.042789 0.010331 -0.071203
4920 0.040677 0.210746 0.017615 0.029772 -0.125052
4921 0.053812 0.128313 0.068656 0.075185 -0.114349
4922 0.007182 0.184763 0.01151 0.047941 -0.009819
4923 0.102282 0.329359 0.134478 0.166149 -0.033254
4924 0.045455 0.115215 0.090666 0.092019 -0.083311
4925 0.18489 0.507059 0.199817 0.246013 -0.029885
4926 0.043754 0.348613 0.037455 0.055023 -0.118119
4927 0.026276 0.063494 0.020278 0.012161 -0.123675
4928 0.227702 3.3136 0.162417 0.23314 -0.172956
4929 0.039323 0.061964 0.044489 0.064746 -0.072472
4930 0.066437 0.316582 0.06475 0.134022 -0.077409
4931 0.140154 0.626818 0.142939 0.166454 -0.018202
4932 0.018827 0.048341 0.019732 0.013644 -0.074847
4933 0.037726 0.033079 0.023971 0.037606 -0.184867
4934 0.018137 0.060893 0.040236 0.023779 -0.136158
4935 0.06168 0.239339 0.085544 0.1073 -0.07626
4936 0.039405 0.061112 0.011204 0.054036 -0.110667
4937 0.052429 0.122972 0.079505 0.115475 -0.045134
4938 0.094984 0.092373 0.059659 0.082725 -0.040045
4939 0.011559 0.070081 -0.01445 -0.012306 -0.031061
4940 0.037702 0.250307 0.025189 0.033164 -0.1376
4941 0.013574 0.181 0.006265 0.013737 -0.006466
4942 0.059065 0.133743 0.075551 0.097716 -0.091669
4943 0.024845 0.073131 0.022889 0.015343 -0.133757
4944 0.017093 0.118962 0.007658 0.016945 -0.030884
4945 0.055591 0.119347 0.044755 0.072833 -0.260049
4946 0.165034 0.968636 0.185314 0.200971 0.036827
4947 0.082336 0.180146 0.101444 0.127918 -0.136763
4948 0.050265 0.162188 0.118538 0.075176 -0.045032
4949 0.186486 0.339652 0.140273 0.192839 -0.19874
4950 0.053789 0.220752 0.07658 0.037199 -0.072537
4951 0.035522 0.098751 0.033496 0.05641 -0.066513
4952 0.414304 1.004985 0.395106 0.423405 -0.103612
4953 0.016608 0.045782 0.023902 0.013332 -0.120602
4954 0.088745 0.318648 0.140496 0.142974 -0.126189
4955 0.022875 0.073431 0.018367 0.005687 -0.05239
4956 0.204622 0.60157 0.141992 0.209051 0.030669
4957 0.092746 0.511416 0.116411 0.095469 -0.132046
4958 0.042071 0.121124 0.013863 0.049045 0.020514
4959 -0.00529 -0.008824 -0.040048 -0.032242 -0.045801
4960 0.08534 0.115644 0.051918 0.09722 -0.195677
4961 0.118655 1.101658 0.16539 0.189831 -0.061688
4962 0.100165 0.272621 0.147623 0.192439 -0.147564
4963 0.098553 0.366591 0.074551 0.184659 -0.133691
4964 0.046738 0.046804 0.037727 0.043355 -0.121522
4965 0.033966 0.060246 0.070802 0.069603 -0.097541
4966 0.068025 0.285254 0.102049 0.110394 -0.127339
4967 0.047952 0.182066 0.047411 0.068156 -0.101941
4968 0.005497 0.418733 -0.01326 -0.027035 -0.028285
4969 0.032145 0.160617 0.033591 0.033024 -0.034618
4970 0.004567 -0.003291 -0.081327 -0.074171 -0.10058
4971 0.066953 0.160457 0.065953 0.079872 -0.245239
4972 0.035436 0.083758 0.061279 0.056049 -0.063773
4973 0.039571 0.132667 0.055064 0.084126 -0.071307
4974 0.034775 0.055291 0.056032 0.06036 -0.050704
4975 0.032193 0.062765 0.021003 0.011932 -0.079637
4976 0.073974 1.168016 0.112337 0.09903 -0.059412
4977 0.053439 0.182976 0.067056 0.070906 -0.099137
4978 0.026768 0.078292 0.034496 0.038266 -0.076625
4979 0.067979 0.169752 0.091199 0.102447 -0.15127
4980 0.024607 0.065198 0.026059 0.03046 -0.088757
4981 0.064518 0.473895 0.099699 0.124503 -0.10614
4982 0.014065 0.045992 0.038144 0.028907 -0.144118
4983 0.098163 0.200475 0.078352 0.140969 -0.177198
4984 0.011575 0.00949 -0.013396 0.008637 -0.093867
4985 0.150038 0.744211 0.196593 0.22603 -0.236189
4986 0.080186 0.149118 0.066098 0.107229 -0.161288
4987 0.03136 0.071816 0.043307 0.054239 -0.18719
4988 0.071366 0.224036 0.08965 0.106525 -0.149094
4989 0.022066 0.084172 0.012947 0.026094 -0.079295
4990 0.011195 0.006861 -0.009622 -0.006395 -0.088973
4991 0.028467 0.10627 0.017016 -0.007382 -0.118711
4992 0.153536 0.823287 0.205979 0.228241 -0.072825
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4998 0.099408 0.648703 0.040656 0.095351 0.02014
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5000 0.164431 7.729235 0.142551 0.207434 0.059842
5001 0.043464 0.03133 0.026189 0.02978 0
5002 0.016052 0.045394 0.037091 0.014008 -0.111128
5003 0.02726 0.185594 0.050863 0.063105 -0.044027
5004 0.006419 0.01797 0.017375 0.000301 -0.038901
5005 0.016957 0.020657 0.021634 0.01129 -0.027223
5006 0.024541 0.0463 0.04146 0.045293 -0.215574
5007 0.012813 0.028893 0.00574 0.003492 -0.114131
5008 0.063285 0.395087 0.074042 0.137378 -0.012962
5009 0.127617 0.490887 0.122037 0.168194 -0.099244
5010 0.059506 0.192189 0.080579 0.107313 -0.110273
5011 0.0275 -0.005276 -0.010436 0.009668 0
5012 0.017312 0.012258 0.005384 0.014361 -0.452739
5013 0.038415 0.102899 0.037226 0.033785 -0.103955
5014 0.093561 0.231886 0.107702 0.149627 -0.051916
5015 0.196053 1.584791 0.208566 0.255519 -0.068778
5016 0.043541 0.086169 0.039603 0.086496 -0.145553
5017 0.031278 0.090274 0.02626 0.040424 -0.056455
5018 0.031457 0.054847 0.06189 0.068937 -0.122201
5019 0.124326 0.278074 0.05539 0.128733 0.020283
5020 0.040357 0.281595 0.069267 0.090087 -0.047701
5021 0.143004 1.438181 0.224376 0.223624 -0.127059
5022 0.074752 0.144195 0.037981 0.08833 -0.426306
5023 0.079568 0.439044 0.123318 0.151839 -0.070633
5024 0.116179 0.207398 0.194655 0.189487 -0.168109
5025 -0.008139 0.118556 -0.052864 -0.065892 -0.026292
5026 0.060685 0.195821 0.070995 0.119654 -0.179655
5027 0.053693 0.07584 0.072627 0.070478 -0.054099
5028 0.073689 0.412432 0.099858 0.102145 -0.147714
5029 0.067993 0.109647 0.108197 0.126902 -0.039178
5030 0.070913 0.056313 0.045577 0.055265 -0.11731
5031 0.039315 0.126033 0.039937 0.077222 -0.098532
5032 0.021613 0.060104 0.02784 0.027489 -0.121372
5033 0.14655 1.465869 0.224507 0.248859 -0.051467
5034 0.007529 0.049629 0.04013 0.03522 0.013345
5035 0.0396 0.751916 0.004932 0.052625 -0.110207
5036 0.081072 0.378472 0.161541 0.174547 -0.066758
5037 0.064109 0.171148 0.072518 0.093849 -0.098455
5038 0.040266 0.086299 0.052337 0.067363 -0.003768
5039 0.026933 0.171057 0.058335 0.018253 -0.143784
5040 0.044793 0.114065 0.053469 0.065431 -0.184783
5041 0.051959 0.229546 0.096213 0.099686 -0.085457
5042 0.040149 0.104653 0.040825 0.043137 -0.047213
5043 0.110457 0.489091 0.111109 0.165455 -0.096552
5044 0.029164 0.043484 0.03023 0.039273 -0.089939
5045 0.011674 0.025294 0.015677 0.016676 -0.083296
5046 0.006563 0.004179 -0.002495 0.004974 -0.066478
5047 0.0786 0.186847 0.085599 0.114021 -0.151582
5048 0.023322 1.249095 0.003596 0.044737 -0.033771
5049 0.055349 0.512694 0.076132 0.117077 -0.059113
5050 0.050294 0.234532 0.059938 0.079006 -0.078045
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7129 0.02725 0.044188 0.070108 0.063714 -0.022288
7130 0.041544 0.0737 0.052601 0.059602 -0.067906
7131 0.001287 0.034383 0.021839 -0.017698 0.097654
7132 0.076842 0.171098 0.09173 0.142465 -0.175781
7133 0.051545 0.128467 0.087173 0.078696 -0.191926
7134 0.012691 0.048919 0.0488 0.009133 -0.051485
7135 0.034364 0.179815 0.069914 0.058209 -0.099594
7136 0.033598 0.105421 0.049986 0.058635 -0.109861
7137 0.098555 0.186899 0.104034 0.136795 0.027402
7138 0.122637 0.340899 0.161233 0.174281 -0.087025
7139 0.166112 0.38481 0.118065 0.162019 0.030721
7140 0.060572 0.091206 0.066154 0.059749 -0.058298
7141 0.099124 0.525577 0.087531 0.108793 -0.023997
7142 0.070804 0.226201 0.103592 0.125036 -0.037759
7143 0.195186 0.402304 0.255345 0.27405 -0.106455
7144 0.010775 0.006966 -0.002756 0.004891 -0.148586
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7146 0.011801 0.039179 0.016023 0.014961 -0.095343
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7148 0.022589 0.07526 0.01185 -0.005122 -0.060767
7149 0.025207 0.04762 0.563933 0.044988 -0.107337
7150 0.029103 0.052539 0.060849 0.066982 -0.059223
7151 0.033319 0.073147 0.03701 0.055423 -0.084276
7152 0.034543 0.084504 0.025827 0.007032 -0.085619
7153 0.094361 4.831611 0.158752 0.129829 -0.05068
7154 0.040491 0.103706 0.013368 0.025278 -0.141421
7155 0.01072 0.045657 0.010574 0.019506 -0.088183
7156 0.06527 1.732149 0.118884 0.093506 -0.066942
7157 0.008859 0.026073 0.021036 -0.00499 -0.05642
7158 0.042941 0.763161 0.049566 0.100199 0.013378
7159 0.155745 1.021292 0.22947 0.243183 -0.039229
7160 0.110706 0.198486 0.167492 0.185189 -0.142192
7161 0.132141 0.226483 0.099941 0.143757 -0.097024
7162 0.124212 0.256037 0.147918 0.171829 -0.089281
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7164 0.094592 0.401848 0.115001 0.153334 -0.050891
7165 0.080192 0.402792 0.083132 0.121243 -0.088716
7166 0.048768 0.177224 0.062267 0.0544 -0.166205
7167 0.100444 0.492848 0.096426 0.167365 -0.140605
7168 0.082769 1.346226 0.134018 0.164567 0.094321
7169 0.048581 0.075246 0.072557 0.086431 -0.109295
7170 0.002891 0.037128 0.011121 -0.003612 -0.009494
7171 0.062119 0.11883 0.01581 0.069489 0.050543
7172 0.04127 0.128728 0.054677 0.065526 -0.050863
7173 0.131659 1.069085 0.204834 0.261898 -0.083455
7174 0.032846 0.053374 0.061265 0.068951 -0.051571
7175 0.096224 0.155473 0.158919 0.154038 -0.07289
7176 0.003661 0.002199 -0.008798 -0.015158 -0.099772
7177 0.031136 0.109106 0.022987 0.042878 -0.07215
7178 0.025928 0.2767 0.052254 0.056441 -0.041405
7179 0.035811 0.084031 0.043563 0.069304 -0.091217
7180 0.165573 0.728948 0.244691 0.273482 -0.063838
7181 0.029319 0.061785 0.039313 0.046005 -0.100543
7182 0.064682 0.602592 0.070763 0.098563 -0.10504
7183 0.032458 0.153504 0.034168 0.061162 -0.076939
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7185 0.039005 0.094538 0.069831 0.057211 -0.209016
7186 0.110454 1.705835 0.224815 0.214307 -0.116173
7187 0.023451 0.075516 0.033695 0.02351 -0.052145
7188 0.179835 1.821588 0.237656 0.234432 -0.071188
7189 0.129912 0.237053 0.208592 0.21006 -0.239315
7190 0.103262 0.660933 0.156394 0.210163 -0.080765
7191 0.083262 0.493383 0.072656 0.097027 -0.0195
7192 0.052715 0.182214 0.074281 0.084779 -0.255857
7193 0.054154 0.05683 0.04055 0.066337 0.068523
7194 0.103544 0.560629 0.183898 0.179855 -0.150966
7195 0.198191 0.285458 0.109597 0.184581 -0.304926
7196 0.041497 0.118912 0.063838 0.085817 -0.105404
7197 0.049268 0.118392 0.09044 0.050791 -0.190736
7198 0.06469 0.264082 0.028632 0.094042 0.013032
7199 0.181567 0.507849 0.256861 0.232076 -0.050092
7200 0.025816 0.116311 -0.035839 -0.044037 -0.086288
7201 0.044486 0.219601 0.08083 0.111475 -0.10698
7202 0.057018 0.233435 0.06331 0.062465 -0.142597
7203 0.109089 0.195994 0.126615 0.15865 -0.103927
7204 0.067553 0.121049 0.049753 0.077597 0.183854
7205 0.049508 0.118852 0.078094 0.071586 -0.10874
7206 0.291649 6.662118 0.419364 0.4173 -0.125687
7207 0.020108 0.124915 0.026912 -0.02098 0.010596
7208 0.011821 0.020195 0.017436 0.007298 -0.05658
7209 -0.030644 -0.131785 -0.092077 -0.084699 -0.006345
7210 0.046366 0.133133 0.0693 0.084554 -0.090931
7211 0.036502 0.105174 0.061431 0.074516 -0.089294
7212 0.015594 0.070408 -0.005473 0.006637 -0.245783
7213 0.091612 0.521031 0.154691 0.145539 -0.086889
7214 0.043577 0.234637 0.03346 0.082764 -0.001822
7215 0.019391 0.030492 0.021184 0.03204 -0.071044
7216 0.026721 0.081109 0.057916 0.047867 -0.174392
7217 0.039567 0.096827 0.048287 0.076072 -0.137154
7218 0.066245 0.261413 0.086397 0.106069 -0.137767
7219 0.13096 0.698705 0.173402 0.214999 -0.088977
7220 0.097721 0.586952 0.146987 0.170325 -0.074905
7221 0.012145 -0.00114 -0.011819 0.004852 -0.128332
7222 0.038117 0.157352 0.043405 0.039078 -0.096909
7223 0.096921 0.364542 0.115736 0.140429 -0.032616
7224 0.085855 0.37926 0.119913 0.142567 -0.097142
7225 0.047797 0.486486 0.052729 0.098144 -0.052912
7226 0.286455 0.715298 0.375967 0.39168 -0.154474
7227 0.110528 0.382133 0.205672 0.185737 -0.044854
7228 0.074071 0.163305 0.11766 0.138153 -0.323121
7229 0.056099 0.150154 0.070255 0.068736 -0.216369
7230 0.044275 0.184457 0.047794 0.067314 -0.062276
7231 0.147126 0.19637 0.172116 0.208151 -0.00986
7232 0.09145 0.350178 0.124899 0.16029 -0.11856
7233 0.017412 0.043206 -0.006277 0.004054 -0.149816
7234 0.084788 0.174331 0.077482 0.128677 -0.161046
7235 0.017482 0.075602 0.031212 0.015737 -0.032648
7236 0.033181 0.0688 0.064135 0.050545 -0.053873
7237 0.022694 0.071509 0.015424 -0.016336 -0.085624
7238 0.034594 0.13356 0.045932 0.030033 -0.041989
7239 -0.005349 0.114995 -0.001634 -0.012744 0.156812
7240 0.036262 0.127817 0.045104 0.060496 -0.105414
7241 0.026754 0.026915 0.030847 0.049857 -0.015795
7242 0.05404 0.143777 0.046166 0.075968 -0.173266
7243 0.235869 0.594531 0.229412 0.263768 -0.351011
7244 0.017327 0.041722 0.001897 -0.002452 -0.107897
7245 0.026201 0.063625 0.023187 0.05059 -0.067442
7246 0.039367 0.274669 0.083452 0.055518 -0.042924
7247 0.040689 0.104597 0.074661 0.069096 -0.2655
7248 0.155004 0.710663 0.236653 0.255007 -0.132523
7249 0.118453 0.332098 0.128169 0.164618 -0.161416
7250 0.028701 0.072602 0.028924 0.026605 -0.03281
7251 0.151167 0.914288 0.167562 0.209548 -0.068505
7252 0.015259 0.059063 0.013024 0.025571 -0.042453
7253 0.039898 0.093182 0.07142 0.076155 -0.048221
7254 0.194131 0.303514 0.248349 0.262893 -0.217484
7255 0.024737 0.085631 0.019547 0.013861 -0.037498
7256 0.117698 0.293308 0.160017 0.177854 -0.083028
7257 0.003344 0.00606 0.003643 -0.002926 0.059084
7258 0.03784 0.071639 0.055062 0.064712 -0.028417
7259 0.031696 0.047522 0.049504 0.061924 -0.055282
7260 0.020966 0.128396 0.050249 0.037654 -0.139654
7261 0.099514 0.354917 0.064822 0.147744 -0.125656
7262 0.014106 0.019401 0.017751 0.019034 -0.174367
7263 0.115666 2.23728 0.166692 0.166475 -0.099751
7264 0.21918 0.885322 0.28012 0.302178 -0.18089
7265 0.061105 0.638783 0.112926 0.087853 -0.03297
7266 0.014048 0.010137 -0.001638 0.009541 -0.041402
7267 0.0562 0.109004 0.061541 0.08432 -0.092132
7268 0.075465 0.214049 0.095684 0.137249 -0.046212
7269 0.068567 0.182907 0.035867 0.077092 -0.168205
7270 0.037313 0.075995 0.063718 0.075675 0.011518
7271 0.019611 0.03099 0.028532 0.023921 0.018828
7272 0.031756 0.048441 0.020665 0.045851 0.027928
7273 0.043998 0.147725 0.063478 0.085358 -0.096191
7274 0.050847 0.397286 0.076127 0.098277 -0.041068
7275 0.06696 0.226855 0.103502 0.107782 -0.186
7276 0.23242 0.716555 0.261212 0.296803 0.025671
7277 0.204217 0.852211 0.152768 0.197907 0.013683
7278 0.143744 0.784256 0.227134 0.251899 -0.120119
7279 0.058082 0.225421 0.080729 0.10722 -0.052856
7280 0.056785 0.079075 0.077192 0.072721 -0.367865
7281 0.058105 0.140108 0.068695 0.09602 -0.157767
7282 0.049554 0.081873 0.063634 0.080556 -0.052407
7283 0.000747 5.4E-05 -0.032465 0.001078 -0.069216
7284 0.065029 0.246598 0.086343 0.143987 -0.08908
7285 0.006206 0.013031 -0.015084 -0.005421 -0.144675
7286 0.038622 0.091849 0.020475 0.040042 -0.117897
7287 0.015608 0.027182 0.025615 0.024128 -0.047083
7288 0.010266 0.044927 0.019566 -0.001265 -0.07754
7289 0.25735 2.734745 0.320472 0.327522 -0.010963
7290 0.107647 0.124159 0.073434 0.088404 -0.104283
7291 -0.00611 -0.069788 -0.042132 -0.0726 0.035562
7292 0.001575 0.028688 -0.051641 -0.056393 -0.074079
7293 0.11928 0.171309 0.13791 0.159008 -0.175498
7294 0.005944 0.346616 -0.025632 0.034344 -0.008845
7295 0.00587 0.003812 0.009644 -0.001999 -0.03867
7296 0.091792 0.161544 0.141924 0.155587 -0.159759
7297 0.052369 0.134 0.048349 0.07013 -0.093896
7298 0.096704 0.203791 0.122176 0.173502 -0.02235
7299 0.058185 0.356168 0.058324 0.083196 -0.059404
7300 0.03758 0.134721 0.040907 0.022762 -0.134782
7301 0.052556 0.199241 0.076223 0.104195 -0.147088
7302 0.40655 4.40064 0.411442 0.44625 -0.127327
7303 0.06076 0.184078 0.068282 0.093264 -0.048863
7304 0.081506 0.292344 0.132172 0.133198 -0.213986
7305 0.058843 0.251907 0.035053 0.104394 -0.049489
7306 0.029151 0.067955 0.055778 0.048317 -0.080125
7307 0.028906 0.08833 0.018126 0.015818 -0.113873
7308 0.02488 0.031646 0.04856 0.068164 -0.01833
7309 0.035339 0.099942 0.047584 0.032541 -0.1107
7310 0.071299 0.140208 0.091434 0.101312 -0.147419
7311 9.2E-05 -0.010243 -0.012692 -0.025124 0.000855
7312 0.10456 0.721982 0.167447 0.182418 -0.06714
7313 0.063828 0.176002 0.065824 0.074399 -0.031666
7314 0.034802 0.078004 0.01533 0.037599 -0.154916
7315 0.059672 0.422744 0.07061 0.078987 -0.173421
7316 0.019461 0.077501 0.072202 0.046993 -0.06114
7317 0.058495 0.402828 0.03906 0.058486 -0.149487
7318 0.129214 0.206912 0.196494 0.216799 -0.045302
7319 0.024264 0.140844 0.017817 0.030545 -0.025968
7320 0.147406 0.821431 0.166768 0.213469 -0.050067
7321 0.093751 0.186588 0.082669 0.105288 -0.061657
7322 0.083596 0.201936 0.145937 0.158678 -0.153864
7323 0.163247 0.926702 0.141489 0.168873 -0.208967
7324 0.068243 0.259789 0.072762 0.115693 -0.137024
7325 0.025506 0.05794 0.007241 0.021325 -0.05985
7326 0.036536 0.075018 0.084285 0.06883 -0.127937
7327 0.113575 0.204466 0.169191 0.192459 -0.216659
7328 0.14043 0.755443 0.161846 0.157518 -0.186794
7329 0.118851 0.923355 0.090596 0.13843 -0.023847
7330 -0.005489 0.001802 -0.04547 -0.039137 -0.028951
7331 0.017711 0.030497 0.037959 0.034887 -0.050094
7332 0.04419 0.102803 0.066797 0.077174 -0.070768
7333 0.067184 0.191903 0.065453 0.111579 -0.026655
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7335 0.1002 0.274332 0.13948 0.147647 -0.273638
7336 0.030728 0.109717 0.059014 0.044046 -0.090243
7337 0.018135 0.067389 0.023283 0.016058 -0.096378
7338 0.107093 0.550633 0.123864 0.142695 -0.085745
7339 0.045468 0.011415 0.040262 0.043866 -0.054546
7340 0.110404 0.324178 0.13553 0.160962 -0.152572
7341 0.013164 0.055666 0.032906 0.014694 -0.124882
7342 0.055318 0.146374 0.079916 0.107609 -0.082417
7343 0.037174 0.088024 0.03192 -0.017647 -0.055826
7344 0.046014 0.187197 0.055281 0.083325 -0.052986
7345 0.056072 0.110835 0.091074 0.098557 -0.069258
7346 0.151518 0.278951 0.208707 0.218384 -0.253859
7347 0.316634 0.706675 0.332191 0.375499 -0.223419
7348 0.146876 0.807376 0.209646 0.228835 -0.114033
7349 0.118132 0.201949 0.072746 0.112503 -0.022581
7350 0.05903 0.172091 0.073236 0.092981 -0.187436
7351 0.06456 0.178589 0.125068 0.103412 -0.170823
7352 0.054358 0.318721 0.077693 0.110243 -0.07051
7353 0.02271 0.115056 0.02316 0.023038 -0.080061
7354 0.054055 0.341434 0.072956 0.09318 -0.075472
7355 0.091507 0.631484 0.120631 0.142099 -0.112037
7356 0.239723 0.542666 0.249177 0.274861 -0.152438
7357 0.13852 1.02163 0.158767 0.166844 -0.103997
7358 0.034165 0.047699 0.021168 0.068116 -0.134334
7359 0.019647 0.104009 0.012386 0.020265 -0.061911
7360 0.036705 0.053816 0.036245 0.051122 0.006161
7361 0.118751 0.401476 0.212264 0.208054 -0.150628
7362 0.035192 0.186026 0.027839 0.057116 -0.104357
7363 0.012664 0.080174 0.014459 0.00936 -0.115912
7364 0.037284 0.105055 0.069307 0.058708 -0.314777
7365 0.043598 0.047693 0.036435 0.05191 -0.122046
7366 0.099561 0.487492 0.106821 0.168153 -0.07487
7367 0.004683 0.003105 -0.047558 0.014656 -0.071098
7368 0.039564 0.113169 0.04863 0.040131 -0.110574
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7370 0.303008 2.101497 0.420494 0.412496 -0.28435
7371 0.028017 0.029773 0.024428 0.036427 -0.091375
7372 0.054046 0.129773 0.076825 0.081444 -0.357728
7373 0.040699 0.070215 0.043983 0.068105 -0.067324
7374 0.02234 0.036473 0.063501 0.066266 -0.042126
7375 0.137108 0.283702 0.226578 0.215883 -0.139758
7376 0.020304 0.07845 0.016943 -0.007731 -0.12688
7377 0.087042 0.864807 0.114833 0.153036 -0.047938
7378 0.286833 1.934063 0.259225 0.304884 -0.152415
7379 0.076319 0.344468 0.086362 0.115085 -0.040077
7380 0.059817 1.139418 0.131146 0.114577 -0.036951
7381 0.072468 0.307752 0.133909 0.156158 -0.037143
7382 0.114358 0.149783 0.080172 0.120836 -0.075097
7383 0.252398 0.373399 0.188225 0.231991 -0.215445
7384 0.115936 0.536369 0.155196 0.18155 -0.048322
7385 0.1225 0.71863 0.138408 0.214773 -0.001143
7386 0.066973 0.142536 0.123554 0.145273 0.006159
7387 0.177928 0.411967 0.201277 0.212289 -0.116236
7388 0.047979 0.146189 0.068597 0.085308 -0.141664
7389 0.026168 0.057445 0.040437 0.051538 -0.091428
7390 0.016463 0.014362 0.032679 0.020247 -0.109074
7391 0.087153 0.183851 0.086112 0.145858 -0.180874
7392 0.029775 0.228274 0.006638 0.037203 -0.0051
7393 0.077901 2.793473 0.148678 0.119355 -0.071794
7394 0.027621 0.001112 0.023887 0.007555 -0.090159
7395 0.242601 1.388984 0.182354 0.217894 0.140546
7396 0.037814 0.114656 0.054852 0.051728 -0.204106
7397 0.067908 0.113694 0.108471 0.107942 -0.146165
7398 0.129737 0.43369 0.105765 0.140726 -0.241345
7399 0.09337 0.343693 0.151667 0.180849 -0.054877
7400 0.133264 0.481222 0.158058 0.179612 -0.29489
7401 0.12022 0.222721 0.150554 0.178292 -0.108483
7402 0.213954 0.291096 0.132136 0.231393 -0.085721
7403 0.0849 0.227234 0.087966 0.122497 -0.171413
7404 0.107839 0.597861 0.16304 0.150067 -0.021734
7405 0.048089 0.068274 0.084761 0.082478 0.025402
7406 0.032847 0.092593 0.03399 0.039811 -0.019815
7407 0.097817 0.636857 0.11278 0.15299 -0.215832
7408 0.022557 0.022802 0.016536 0.025025 0.063538
7409 0.03336 0.124158 0.046326 0.049134 -0.153277
7410 0.023802 0.095872 0.023615 0.030355 -0.077428
7411 0.084519 0.88426 0.11906 0.16772 -0.016818
7412 0.011014 0.029458 -0.035763 -0.008982 -0.109812
7413 0.080169 0.17887 0.125961 0.131061 -0.116666
7414 0.062799 0.18677 0.066587 0.082866 -0.088052
7415 0.021124 0.054514 0.029367 0.010153 -0.032303
7416 0.05036 0.188072 0.064655 0.057652 -0.065532
7417 0.010809 0.078906 -0.010123 0.000177 -0.048802
7418 0.136402 0.650596 0.141739 0.174468 -0.05576
7419 0.055327 0.837186 0.063164 0.067304 -0.126316
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9790 0.077516 0.34517 0.111382 0.12395 -0.204744
9791 0.129675 0.387878 0.157797 0.178654 -0.111638
9792 0.058307 0.447623 0.082589 0.084212 -0.07237
9793 0.265428 1.667952 0.282752 0.31674 -0.03189
9794 0.025898 0.107511 0.017927 0.03018 -0.005283
9795 0.028664 0.105377 0.056955 0.050801 -0.083002
9796 0.021518 0.062891 0.027233 0.012651 -0.128245
9797 0.115467 0.200175 0.123681 0.159264 -0.034972
9798 0.094207 0.314598 0.113692 0.145727 -0.025516
9799 0.018924 0.041307 0.008487 0.012681 -0.064259
9800 0.124031 1.640943 0.106367 0.142038 -0.092452
9801 0.064907 0.278691 0.07047 0.09447 -0.080227
9802 0.052324 0.115342 0.051965 0.064776 -0.187425
9803 0.041322 0.082846 0.085594 0.083423 -0.205387
9804 0.023365 0.046402 0.034981 0.042084 -0.142293
9805 0.0353 0.092964 0.051403 0.066095 -0.100978
9806 0.108002 0.227841 0.192042 0.187984 -0.096206
9807 0.081606 0.168376 0.034839 0.074774 -0.000762
9808 0.045579 0.087958 0.069762 0.081565 -0.124086
9809 0.017354 0.065191 0.015177 0.0055 -0.091708
9810 0.385562 2.972897 0.401624 0.453596 -0.087496
9811 0.067216 0.362256 0.097946 0.132413 -0.062398
9812 0.053093 0.078699 0.014092 0.053962 -0.079698
9813 0.007903 0.006887 -0.02172 -0.006367 -0.113938
9814 0.023645 0.089676 0.052681 0.036382 -0.170754
9815 0.012945 -0.020412 -0.045971 -0.000723 -0.090057
9816 0.042031 0.146845 0.049261 0.067777 -0.13413
9817 0.038844 0.169123 0.042862 0.078465 -0.101079
9818 0.13766 0.348671 0.192588 0.208602 -0.071473
9819 0.146061 0.539594 0.241942 0.21464 -0.107788
9820 0.01654 0.024563 0.020178 0.027867 -0.056244
9821 0.184962 0.380835 0.263033 0.281414 -0.030132
9822 0.07684 0.419981 0.113929 0.119333 -0.123499
9823 0.090655 0.400197 0.135046 0.142346 -0.09736
9824 0.08431 0.416005 0.151471 0.168218 0.005533
9825 0.051974 0.188162 0.078957 0.072481 -0.074467
9826 -0.008764 -0.054951 -0.059185 -0.064419 -0.071614
9827 0.013675 0.043056 0.016463 0.010725 -0.119658
9828 0.031576 0.042922 0.0384 0.044612 -0.079458
9829 0.155862 0.8799 0.216458 0.230832 -0.223431
9830 0.041311 0.32207 0.056414 0.056828 -0.063847
9831 0.054211 0.143216 0.050341 0.079857 -0.156466
9832 0.017122 0.033994 0.014585 0.018374 -0.093773
9833 0.030132 -0.021065 -0.005427 0.02168 -0.164421
9834 0.012122 0.040371 -0.004659 -0.016714 -0.012511
9835 0.029785 0.061763 0.036936 0.041268 -0.063998
9836 0.085607 0.338823 0.115365 0.133381 -0.037139
9837 0.074356 0.08792 0.057035 0.080486 -0.292461
9838 0.062824 0.139289 0.060227 0.079802 -0.012099
9839 0.176673 0.896018 0.180101 0.217805 -0.072389
9840 0.021298 0.38184 0.008148 -0.018264 -0.037228
9841 0.115798 0.524176 0.12207 0.159068 -0.222542
9842 0.035025 0.293246 0.038951 0.034638 -0.064449
9843 0.064513 0.143603 0.104851 0.096692 -0.014248
9844 0.019183 0.061501 0.029213 0.01325 -0.042023
9845 0.189038 0.377218 0.16362 0.19978 -0.303145
9846 0.091469 0.429838 0.135388 0.165008 -0.060148
9847 0.024176 0.055643 0.027746 0.006395 -0.043909
9848 0.027528 0.068212 0.034273 0.035397 -0.284351
9849 0.045653 0.129666 0.056141 0.087959 -0.059421
9850 0.025781 0.064159 0.0416 0.031644 -0.153218
9851 0.06706 0.207682 0.108092 0.124839 -0.051464
9852 0.092767 0.527614 0.139289 0.174932 -0.0366
9853 0.163012 0.60782 0.161215 0.230374 0.018077
9854 0.029146 0.068779 0.043921 0.035072 -0.0593
9855 0.148867 1.1428 0.194543 0.231694 -0.0196
9856 0.047987 0.863416 0.06561 0.094403 -0.040029
9857 0.050373 0.225081 0.03392 0.040894 -0.228077
9858 0.014208 0.043734 0.016805 -0.045636 -0.202233
9859 0.018287 0.035018 0.007616 0.019301 -0.103778
9860 0.015489 0.015374 0.015308 0.020432 0.039449
9861 0.436846 1.667947 0.491579 0.510287 -0.162443
9862 0.124593 0.815897 0.206799 0.21673 -0.093748
9863 0.112526 2.692603 0.217532 0.166909 -0.064994
9864 0.110924 0.297408 0.162994 0.197514 -0.076319
9865 0.121995 0.296317 0.19248 0.20896 -0.281957
9866 0.009073 0.008571 0.007101 0.009673 0.039755
9867 0.03447 0.042496 0.005717 0.021103 -0.040609
9868 0.040675 0.123172 0.010456 0.037366 -0.1655
9869 0.006507 0.007219 -0.000986 0.000801 0.116366
9870 0.042453 0.095354 0.065508 0.064359 -0.054923
9871 0.054948 0.091138 0.062484 0.091754 -0.038756
9872 0.069449 0.084404 0.109742 0.115579 -0.103042
9873 0.017932 0.053008 -0.018678 0.025275 0.019909
9874 0.045966 0.085781 0.03618 0.048442 -0.100277
9875 0.013199 0.03135 0.022295 0.018732 -0.068492
9876 0.034454 0.167271 0.024563 0.047261 -0.003902
9877 0.228203 0.778121 0.239395 0.285491 -0.092262
9878 0.095146 0.35232 0.051974 0.12271 -0.071713
9879 0.024289 0.060748 0.038621 0.043675 -0.055891
9880 0.034199 0.296764 0.044775 0.072534 0.044356
9881 0.066377 0.545341 0.085667 0.090526 -0.062672
9882 0.167334 1.410878 0.187571 0.219484 -0.040581
9883 0.02123 0.119587 0.00387 -0.007296 -0.072403
9884 0.25978 2.460484 0.307919 0.322456 -0.025855
9885 0.032364 0.095724 0.049502 0.05825 -0.086445
9886 0.029511 0.055735 0.050309 0.059052 -0.053374
9887 0.030593 0.055573 0.052279 0.043055 -0.107522
9888 0.018553 0.22912 0.056491 0.058212 0.010103
9889 0.126719 0.663932 0.168016 0.192814 -0.111778
9890 0.227988 0.746328 0.275648 0.276484 -0.069665
9891 0.163306 0.62939 0.200886 0.232214 -0.150227
9892 0.085395 0.870846 0.106184 0.139075 -0.103419
9893 0.070563 0.687948 0.106913 0.139601 -0.087275
9894 0.02131 0.018282 0.012879 0.020473 -0.1257
9895 0.059831 0.662399 0.064022 0.093715 -0.072471
9896 0.054417 0.209913 0.057317 0.025778 -0.079864
9897 0.022621 0.057283 0.024089 0.019811 -0.149328
9898 -0.029083 -0.040465 -0.073572 -0.052822 -0.019347
9899 0.048486 0.232673 0.061772 0.08601 -0.101277
9900 0.013786 0.039441 -0.001879 0.009059 -0.115122
9901 0.078984 0.226983 0.129314 0.149512 -0.053679
9902 0.015441 0.0658 -0.010942 0.010215 -0.025499
9903 0.020335 0.123071 0.028866 0.042544 -0.031534
9904 0.058694 0.128836 0.079934 0.097057 -0.111722
9905 0.04753 0.123314 0.038042 0.064937 -0.199317
9906 0.088432 0.164197 0.079003 0.090803 -0.09388
9907 0.001509 -0.003813 0.001328 -0.016113 0.063634
9908 0.058745 0.294521 0.080047 0.084556 -0.101843
9909 0.013267 0.349661 0.058874 0.005681 -0.00396
9910 0.028024 0.043975 0.052299 0.02559 -0.043566
9911 0.108618 1.115595 0.108126 0.139069 -0.033074
9912 0.093923 0.192935 0.142515 0.14461 -0.032676
9913 0.040238 0.137306 0.060186 0.077312 -0.102141
9914 0.016567 0.019297 0.014927 0.01778 0.075183
9915 0.006391 0.012828 -0.003185 -0.011446 -0.11307
9916 0.087505 0.140623 0.060282 0.12429 -0.073874
9917 0.002907 -0.012386 -0.021039 -0.026749 -0.036904
9918 0.267614 0.581821 0.214195 0.260307 -0.075709
9919 0.079342 0.248548 0.055471 0.075259 0.130491
9920 0.05118 0.487402 0.079628 0.092293 -0.078189
9921 0.05546 0.158851 0.075137 0.085307 -0.143133
9922 -0.041391 -0.226435 -0.143782 -0.170327 -0.102364
9923 0.167993 0.669494 0.264349 0.246359 -0.0791
9924 0.016593 0.060676 0.020305 0.037956 -0.109361
9925 0.146769 0.752095 0.154697 0.207766 -0.104475
9926 0.04487 0.103662 0.059782 0.062215 -0.148883
9927 0.109889 0.426641 0.122636 0.166561 -0.122734
9928 0.066718 0.055354 0.036485 0.049842 -0.007674
9929 0.057584 0.219038 0.079172 0.103012 -0.103089
9930 0.027577 0.063899 0.040844 0.049719 -0.071145
9931 0.212457 2.052703 0.28359 0.288716 -0.039179
9932 0.073388 0.401014 0.106315 0.158369 -0.024537
9933 0.014422 0.020505 -0.006461 0.028789 -0.062828
9934 0.107274 0.15716 0.147814 0.157109 0.056968
9935 0.050213 0.136646 0.085736 0.107917 -0.110209
9936 0.117196 0.816906 0.13414 0.219998 -0.007857
9937 0.089157 0.39974 0.122777 0.114548 -0.032177
9938 0.077478 0.231127 0.088417 0.129944 -0.031403
9939 0.195512 0.823137 0.192801 0.244576 -0.094585
9940 0.024449 0.057846 0.046646 0.038265 -0.03563
9941 0.099546 0.30102 0.114959 0.170362 -0.125728
9942 0.091528 0.333317 0.134359 0.164013 -0.024275
9943 0.074439 0.329616 0.091472 0.103841 -0.019107
9944 0.018601 0.04691 0.039449 0.019506 -0.114638
9945 0.059833 0.142324 0.076826 0.105243 -0.2233
9946 0.522598 4.256903 0.545872 0.555494 0.057349
9947 0.026011 0.077319 0.018016 0.038538 -0.063733
9948 0.227146 0.975843 0.273245 0.317527 -0.194512
9949 0.014733 0.037125 0.030962 0.022345 -0.104389
9950 0.126138 1.407672 0.197462 0.207696 -0.038637
9951 0.026722 0.074905 0.027658 0.034505 -0.098508
9952 0.056977 0.246063 0.054316 0.071411 -0.120412
9953 0.144747 1.016984 0.233065 0.28024 -0.055881
9954 0.044889 0.068688 0.039112 0.056181 -0.123857
9955 0.023564 0.007036 -0.009986 0.00959 0.097047
9956 0.075248 0.780604 0.096898 0.13527 -0.036022
9957 0.051363 0.111707 0.060244 0.085342 -0.006478
9958 0.042959 0.106922 0.060141 0.064123 -0.077257
9959 0.055045 0.162797 0.045441 0.070385 0.043462
9960 0.040177 0.09161 0.058975 0.061356 -0.152338
9961 0.236076 0.416246 0.241794 0.252799 -0.274038
9962 0.078112 0.220823 0.112205 0.135876 -0.07392
9963 0.03778 0.135496 -0.012663 0.042701 -0.36497
9964 0.096719 0.479935 0.168862 0.169889 -0.098885
9965 0.038533 0.126117 0.065822 0.075366 -0.071642
9966 0.013542 0.183007 0.002759 -0.006829 -0.031944
9967 0.024224 -0.00879 -0.016394 0.019867 -0.122182
9968 0.047484 0.078918 0.067401 0.076651 -0.302987
9969 0.051053 0.076434 0.02916 0.019466 -0.139792
9970 0.138455 0.299541 0.182521 0.183068 -0.088876
9971 0.076942 1.176004 0.114907 0.12607 -0.107084
9972 0.050175 0.109174 0.07845 0.097098 -0.108454
9973 0.216628 1.872426 0.344041 0.355706 -0.074326
9974 0.040218 0.133502 0.045374 0.038239 -0.030125
9975 0.000102 -0.16038 -0.017496 -0.007315 0.597085
9976 0.048181 0.130952 0.076734 0.077271 -0.130749
9977 0.049116 0.21334 0.028962 0.062928 -0.118506
9978 0.205335 2.144173 0.289055 0.330175 -0.103786
9979 0.052044 0.20418 0.090839 0.053021 -0.129116
9980 0.017291 0.039293 0.031871 0.022218 -0.028886
9981 0.064074 0.052165 0.046174 0.049653 -0.471695
9982 0.054228 0.534365 0.078044 0.054625 -0.078425
9983 0.10783 0.562988 0.162112 0.205949 -0.024761
9984 0.283036 1.67122 0.258927 0.333481 -0.094074
9985 0.416525 2.741493 0.504834 0.504777 -0.041834
9986 0.068643 0.128681 0.04525 0.078882 -0.105317
9987 0.050298 0.359326 0.051664 0.059681 0.009564
9988 0.039917 0.160633 0.052198 0.066284 -0.073397
9989 0.057733 0.091075 0.057708 0.130558 -0.124264
9990 0.009709 0.009044 -0.03685 0.005854 -0.07181
9991 0.021416 0.055208 0.009998 0.018658 -0.067008
9992 0.037701 0.211874 0.038717 0.054823 -0.046255
9993 0.355926 4.803315 0.458242 0.474759 0.00978
9994 0.071338 0.223022 0.078595 0.124728 -0.047867
9995 0.101668 0.179401 0.162178 0.156219 -0.371679
9996 0.069268 0.520846 0.113466 0.126102 -0.11333
9997 0.06597 0.240039 0.069608 0.096463 -0.167014
9998 0.004069 0.012424 0.016512 -0.009968 0.081275
9999 0.016338 0.032242 0.03645 0.025307 -0.026908
10000 0.057959 0.460655 0.080917 0.117067 -0.062549
We can make this file beautiful and searchable if this error is corrected: It looks like row 8440 should actually have 6 columns, instead of 5 in line 8439.
UserId,RMSE,LogLoss,ICI,RMSEBins,AUC
1,0.41886,0.542292,0.10091,0.16256,0.766295
2,0.390803,0.505891,0.090896,0.104212,0.671298
3,0.270324,0.272991,0.028341,0.054502,0.626609
4,0.348247,0.389563,0.032421,0.078676,0.763181
5,0.375341,0.443779,0.012205,0.055929,0.755289
6,0.334037,0.377381,0.023781,0.063817,0.707807
7,0.072805,0.030522,0.004462,0.029733,0.779505
8,0.356545,0.437598,0.109512,0.175819,0.903607
9,0.396009,0.492939,0.101129,0.111687,0.792149
10,0.204012,0.178178,0.080659,0.126209,0.634874
11,0.3819,0.46747,0.038438,0.099186,0.713844
12,0.200622,0.176773,0.051043,0.062443,0.721943
13,0.286003,0.298993,0.034525,0.037477,0.652551
14,0.563704,1.077166,0.283658,0.285492,0.581025
15,0.267575,0.244014,0.096755,0.161031,0.825297
16,0.348319,0.390902,0.092896,0.116449,0.700654
17,0.546064,0.898398,0.272421,0.303388,0.685389
18,0.391051,0.511859,0.099642,0.115109,0.675717
19,0.36152,0.424566,0.044255,0.09344,0.703643
20,0.254185,0.252295,0.049721,0.061705,0.65291
21,0.496146,0.765919,0.184698,0.186445,0.593995
22,0.271529,0.271858,0.025163,0.056523,0.72568
23,0.336652,0.371721,0.046711,0.10894,0.729458
24,0.392208,0.492585,0.057911,0.074524,0.693626
25,0.379825,0.458672,0.043222,0.097633,0.728395
26,0.115232,0.097497,0.086278,0.102596,0.368471
27,0.384168,0.491205,0.094369,0.118484,0.681322
28,0.372185,0.433232,0.011336,0.072626,0.805098
29,0.455265,0.617674,0.083546,0.093089,0.73897
30,0.383007,0.460239,0.03948,0.076343,0.77662
31,0.172713,0.139703,0.071441,0.106076,0.724225
32,0.345989,0.403605,0.054379,0.069642,0.680735
33,0.488635,0.716723,0.151072,0.15045,0.640196
34,0.484705,0.743903,0.153967,0.159188,0.638189
35,0.380717,0.455401,0.028764,0.057128,0.75056
36,0.240954,0.226082,0.0504,0.07705,0.714418
37,0.469364,0.666112,0.121693,0.13122,0.750957
38,0.356844,0.422014,0.05168,0.072247,0.698683
39,0.233559,0.208961,0.016491,0.034102,0.755642
40,0.235823,0.217828,0.039425,0.058649,0.761623
41,0.249424,0.243714,0.031652,0.038442,0.630525
42,0.266612,0.267198,0.14022,0.163596,0.69098
43,0.367676,0.432174,0.063906,0.100147,0.698177
44,0.677847,1.361634,0.472389,0.506437,0.668438
45,0.339996,0.368012,0.186833,0.239161,0.679373
46,0.273769,0.270528,0.01819,0.059214,0.709238
47,0.326566,0.355957,0.04151,0.072551,0.73789
48,0.156663,0.121733,0.060563,0.068213,0.888647
49,0.392545,0.46781,0.048066,0.130067,0.754533
50,0.247198,0.227166,0.035755,0.080313,0.789999
51,0.432978,0.614288,0.129132,0.159386,0.663274
52,0.264705,0.264075,0.088389,0.106204,0.665331
53,0.250081,0.219584,0.053218,0.073774,0.812195
54,0.315554,0.328474,0.021715,0.091299,0.802063
55,0.324955,0.358277,0.058888,0.112348,0.689394
56,0.531383,0.81862,0.193668,0.243057,0.61697
57,0.364136,0.430292,0.034108,0.047554,0.658517
58,0.534274,1.004517,0.304861,0.317176,0.392969
59,0.408005,0.53784,0.108378,0.128234,0.656255
60,0.441443,0.602276,0.129289,0.14701,0.694572
61,0.20382,0.176432,0.021348,0.044048,0.66385
62,0.324618,0.349778,0.028599,0.076244,0.734403
63,0.331689,0.378698,0.039674,0.064986,0.693141
64,0.389653,0.46699,0.033558,0.085766,0.758391
65,0.217954,0.185493,0.014633,0.053048,0.783844
66,0.426537,0.573576,0.102362,0.119806,0.718458
67,0.329823,0.404216,0.063713,0.077686,0.798874
68,0.263784,0.261105,0.006384,0.027458,0.665654
69,0.365373,0.427673,0.031191,0.056107,0.770772
70,0.481545,0.680004,0.168493,0.194437,0.762462
71,0.10085,0.083986,0.073292,0.075095,0.45928
72,0.376604,0.438392,0.109549,0.151244,0.703159
73,0.321269,0.380779,0.04576,0.074061,0.610741
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1902,0.43352,0.573521,0.065729,0.093429,0.691793
1903,0.306248,0.314335,0.186883,0.244247,0.836383
1904,0.375876,0.435808,0.030597,0.066959,0.774355
1905,0.29389,0.318969,0.023858,0.052697,0.686525
1906,0.219832,0.198292,0.052409,0.088264,0.629736
1907,0.279673,0.324317,0.071292,0.126825,0.57079
1908,0.322955,0.335087,0.045804,0.107148,0.794582
1909,0.294038,0.310764,0.025943,0.039704,0.657139
1910,0.390507,0.508129,0.084807,0.120152,0.690987
1911,0.323018,0.360313,0.023853,0.050284,0.643977
1912,0.287065,0.301821,0.025982,0.037209,0.6475
1913,0.269193,0.266363,0.014462,0.041224,0.712245
1914,0.395153,0.494674,0.066195,0.101567,0.723585
1915,0.30588,0.320989,0.038181,0.053039,0.726545
1916,0.255719,0.258002,0.023189,0.063034,0.618299
1917,0.41044,0.513806,0.092612,0.180727,0.839033
1918,0.391475,0.485625,0.067534,0.095063,0.729568
1919,0.413867,0.531719,0.058895,0.086455,0.76242
1920,0.394987,0.516817,0.071976,0.085936,0.694642
1921,0.374837,0.445244,0.056346,0.073866,0.776038
1922,0.364452,0.461784,0.076315,0.090204,0.587408
1923,0.492242,0.720516,0.191534,0.215983,0.694567
1924,0.260092,0.263337,0.03779,0.061815,0.687324
1925,0.321604,0.353016,0.034463,0.076706,0.743674
1926,0.402265,0.513853,0.080562,0.085564,0.765174
1927,0.314368,0.332171,0.057617,0.099894,0.76232
1928,0.32803,0.363661,0.012244,0.055818,0.703117
1929,0.220748,0.201795,0.016434,0.03161,0.601951
1930,0.477663,0.690602,0.158018,0.176256,0.726122
1931,0.311375,0.333121,0.163174,0.191037,0.596858
1932,0.195503,0.169288,0.023751,0.031106,0.595982
1933,0.236441,0.212308,0.039304,0.057192,0.782725
1934,0.320717,0.347457,0.027333,0.075245,0.811662
1935,0.291519,0.298362,0.016436,0.10521,0.744795
1936,0.292124,0.304931,0.040185,0.050157,0.705591
1937,0.150384,0.115967,0.057198,0.067472,0.756541
1938,0.42619,0.638847,0.136293,0.148771,0.64539
1939,0.470749,0.679067,0.143239,0.326841,0.577809
1940,0.260707,0.248429,0.030868,0.06383,0.763461
1941,0.394521,0.499753,0.07584,0.091646,0.668519
1942,0.421056,0.546877,0.084796,0.126324,0.759069
1943,0.362079,0.423137,0.10552,0.2167,0.685012
1944,0.339211,0.372104,0.118257,0.127301,0.756312
1945,0.306634,0.330722,0.028817,0.051637,0.720044
1946,0.366537,0.465353,0.080826,0.117741,0.632171
1947,0.382777,0.460007,0.024228,0.084894,0.799108
1948,0.385044,0.458958,0.072138,0.124554,0.721375
1949,0.359734,0.410635,0.088214,0.122307,0.782118
1950,0.237281,0.196182,0.14994,0.228706,0.474598
1951,0.257553,0.237258,0.019637,0.039585,0.820864
1952,0.468491,0.637322,0.083234,0.134772,0.734131
1953,0.070886,0.058931,0.054576,0.059622,0.902683
1954,0.181409,0.159409,0.053578,0.057601,0.554186
1955,0.343421,0.389604,0.041782,0.058845,0.718017
1956,0.302062,0.343165,0.066557,0.094621,0.595508
1957,0.339384,0.45947,0.071461,0.089294,0.570588
1958,0.296722,0.315627,0.019778,0.037708,0.675453
1959,0.209189,0.185922,0.016106,0.027956,0.567608
1960,0.305095,0.318974,0.034311,0.164414,0.820145
1961,0.318649,0.331143,0.094023,0.16069,0.828351
1962,0.39489,0.545762,0.102734,0.116211,0.588224
1963,0.484216,0.789032,0.201011,0.206896,0.591483
1964,0.050612,0.04451,0.040967,0.042089,0.602247
1965,0.246689,0.229916,0.012822,0.048615,0.714681
1966,0.345389,0.39469,0.052231,0.117851,0.661959
1967,0.351102,0.405506,0.039399,0.05788,0.758082
1968,0.404176,0.513123,0.056178,0.067971,0.674332
1969,0.372468,0.442903,0.052845,0.09047,0.714005
1970,0.45957,0.656643,0.150032,0.180714,0.702083
1971,0.272869,0.276036,0.020751,0.047012,0.67837
1972,0.247113,0.222828,0.025588,0.053067,0.823224
1973,0.3685,0.471359,0.085539,0.093579,0.632178
1974,0.477621,0.687683,0.135837,0.16205,0.668345
1975,0.3587,0.404465,0.099871,0.217351,0.629174
1976,0.278174,0.277334,0.02115,0.038296,0.740736
1977,0.233633,0.204019,0.026551,0.036359,0.83098
1978,0.320082,0.350333,0.020014,0.039982,0.661281
1979,0.29901,0.31013,0.030112,0.112491,0.708482
1980,0.297561,0.302694,0.054914,0.109243,0.705133
1981,0.374826,0.449275,0.043992,0.069901,0.710989
1982,0.457141,0.624843,0.138464,0.171456,0.76229
1983,0.063029,0.050227,0.048014,0.054824,
1984,0.464545,0.643773,0.096258,0.244835,0.716324
1985,0.308023,0.331053,0.017161,0.048765,0.699381
1986,0.281913,0.28751,0.012889,0.024207,0.685272
1987,0.250991,0.242165,0.016091,0.033891,0.672698
1988,0.414013,0.538082,0.100105,0.125696,0.746471
1989,0.299248,0.311515,0.01702,0.046894,0.739184
1990,0.212459,0.185931,0.066771,0.076687,0.759653
1991,0.412243,0.560208,0.097455,0.147168,0.614096
1992,0.418664,0.538402,0.080687,0.114841,0.761066
1993,0.440524,0.586752,0.092502,0.112552,0.72676
1994,0.360493,0.412523,0.066633,0.10987,0.748625
1995,0.373716,0.472332,0.076888,0.103994,0.751408
1996,0.422647,0.589569,0.12603,0.146246,0.645158
1997,0.271458,0.262303,0.017107,0.050661,0.763126
1998,0.404944,0.496835,0.043117,0.085347,0.766018
1999,0.352702,0.492313,0.094354,0.301856,0.516393
2000,0.445897,0.618231,0.124342,0.140453,0.732292
2001,0.358768,0.429339,0.064323,0.0964,0.721356
2002,0.15484,0.114423,0.052434,0.069219,0.82327
2003,0.415722,0.512497,0.055534,0.083254,0.752123
2004,0.36856,0.442901,0.050743,0.08478,0.728068
2005,0.406299,0.507336,0.065897,0.070941,0.741616
2006,0.210256,0.196163,0.133883,0.164045,0.494956
2007,0.172068,0.13672,0.036884,0.046604,0.747914
2008,0.256233,0.249613,0.084311,0.108726,0.730863
2009,0.354462,0.412837,0.032308,0.040765,0.696451
2010,0.383671,0.47693,0.066039,0.087002,0.689407
2011,0.360823,0.423165,0.090859,0.175867,0.646859
2012,0.302824,0.316877,0.030887,0.080796,0.710096
2013,0.302338,0.327494,0.051933,0.124436,0.600085
2014,0.266278,0.262798,0.019047,0.04105,0.690739
2015,0.456009,0.655304,0.123098,0.143184,0.654722
2016,0.106722,0.089685,0.060629,0.065905,0.496719
2017,0.421079,0.551868,0.083373,0.125391,0.697924
2018,0.378972,0.472571,0.060286,0.104572,0.641208
2019,0.32254,0.358332,0.023537,0.068444,0.711271
2020,0.08813,0.071446,0.066043,0.084555,
2021,0.272842,0.276215,0.05413,0.168176,0.804256
2022,0.498625,0.736587,0.184298,0.20149,0.666866
2023,0.29158,0.302229,0.028367,0.06788,0.751052
2024,0.317421,0.349194,0.082007,0.169528,0.545859
2025,0.30311,0.316887,0.011508,0.049581,0.753192
2026,0.316997,0.365379,0.080912,0.105683,0.521973
2027,0.39275,0.486674,0.069058,0.122512,0.721739
2028,0.406895,0.512095,0.058202,0.087058,0.696607
2029,0.390606,0.474372,0.024317,0.095322,0.805019
2030,0.432439,0.568128,0.062717,0.095866,0.730074
2031,0.38177,0.499626,0.096268,0.111776,0.718543
2032,0.390049,0.494112,0.074269,0.083897,0.646647
2033,0.390984,0.489929,0.116663,0.162487,0.580712
2034,0.40942,0.51144,0.028866,0.144114,0.724935
2035,0.283343,0.289674,0.027716,0.066012,0.707459
2036,0.166077,0.133657,0.030337,0.045114,0.569214
2037,0.402549,0.497708,0.059788,0.104867,0.736769
2038,0.245612,0.22104,0.029881,0.060625,0.789273
2039,0.280445,0.276926,0.012263,0.048892,0.787342
2040,0.218962,0.192275,0.021912,0.028521,0.731823
2041,0.373871,0.43675,0.166994,0.280527,0.942845
2042,0.47495,0.680916,0.183759,0.208871,0.738824
2043,0.136519,0.099694,0.029724,0.036475,0.636919
2044,0.142234,0.113013,0.0543,0.058258,0.712817
2045,0.125428,0.090151,0.0425,0.051364,0.692809
2046,0.358615,0.427629,0.061462,0.080826,0.69283
2047,0.464316,0.649382,0.119991,0.114569,0.591191
2048,0.404226,0.531392,0.058257,0.100699,0.623146
2049,0.311289,0.350278,0.045369,0.08597,0.638954
2050,0.460655,0.687838,0.170108,0.214018,0.689473
2051,0.435391,0.587374,0.090034,0.128139,0.668418
2052,0.273448,0.27602,0.022604,0.045788,0.658828
2053,0.196934,0.160081,0.065527,0.137903,0.520573
2054,0.295905,0.307399,0.023779,0.060721,0.709808
2055,0.32001,0.349206,0.041274,0.083793,0.728202
2056,0.174873,0.132694,0.078519,0.116669,0.725423
2057,0.354454,0.399593,0.132041,0.227135,0.678558
2058,0.297556,0.320979,0.026322,0.038673,0.659621
2059,0.313417,0.347371,0.034482,0.069889,0.629936
2060,0.285079,0.297166,0.051708,0.083095,0.636096
2061,0.275082,0.284809,0.025557,0.045861,0.652884
2062,0.371183,0.442876,0.045383,0.141552,0.782513
2063,0.348947,0.395348,0.034688,0.073795,0.768343
2064,0.141433,0.106868,0.020788,0.023181,0.467853
2065,0.38925,0.506496,0.098411,0.130095,0.697519
2066,0.30694,0.324124,0.072553,0.123598,0.739174
2067,0.400883,0.513571,0.096927,0.116111,0.697589
2068,0.450497,0.646707,0.1963,0.230725,0.811711
2069,0.185083,0.149449,0.011539,0.052615,0.629787
2070,0.392342,0.490564,0.04731,0.088867,0.7602
2071,0.322459,0.333992,0.04336,0.075209,0.86974
2072,0.374017,0.446965,0.054648,0.089528,0.767251
2073,0.356083,0.431497,0.056334,0.0682,0.660309
2074,0.150551,0.125865,0.064561,0.07036,0.641799
2075,0.443524,0.596663,0.081248,0.117062,0.659592
2076,0.249551,0.251237,0.081097,0.103026,0.673454
2077,0.403398,0.510345,0.094882,0.105066,0.712997
2078,0.341149,0.405073,0.067622,0.102902,0.659017
2079,0.137918,0.114302,0.071659,0.086336,0.61156
2080,0.327958,0.354016,0.071633,0.162287,0.682968
2081,0.322193,0.361517,0.045666,0.053077,0.750943
2082,0.209381,0.179824,0.034701,0.049443,0.757101
2083,0.409783,0.523557,0.067033,0.08688,0.71366
2084,0.148111,0.119555,0.093702,0.113218,0.856903
2085,0.228004,0.207663,0.055412,0.096245,0.847342
2086,0.137895,0.099441,0.037245,0.056466,0.745682
2087,0.368693,0.43311,0.022006,0.056569,0.76357
2088,0.462261,0.666687,0.130382,0.128867,0.636202
2089,0.489585,0.785161,0.202515,0.220307,0.588183
2090,0.35381,0.418153,0.046494,0.09583,0.704359
2091,0.344032,0.402692,0.040019,0.05438,0.653037
2092,0.362201,0.426,0.044368,0.065105,0.733039
2093,0.355803,0.401603,0.094011,0.156331,0.8304
2094,0.113728,0.0983,0.06747,0.070768,0.635275
2095,0.337473,0.381959,0.040874,0.061544,0.717453
2096,0.261748,0.266341,0.058966,0.119495,0.525792
2097,0.114403,0.08988,0.050217,0.057413,0.585126
2098,0.117193,0.093326,0.061429,0.067985,0.615854
2099,0.32748,0.345328,0.032893,0.130108,0.847485
2100,0.309309,0.336024,0.026612,0.074866,0.675115
2101,0.402221,0.532763,0.112695,0.152953,0.707064
2102,0.257317,0.247698,0.037224,0.06129,0.736699
2103,0.124075,0.106915,0.071064,0.074212,0.555069
2104,0.257498,0.234504,0.020308,0.064947,0.810332
2105,0.202615,0.187959,0.123057,0.153839,0.681211
2106,0.306824,0.328924,0.018629,0.038197,0.698962
2107,0.202287,0.173915,0.048188,0.055479,0.749553
2108,0.499205,0.781789,0.182903,0.191607,0.607371
2109,0.18196,0.147464,0.087969,0.101358,0.766433
2110,0.258452,0.247184,0.015243,0.034229,0.735691
2111,0.318783,0.350554,0.035737,0.043907,0.67429
2112,0.357792,0.414023,0.035443,0.049568,0.714188
2113,0.339382,0.377506,0.180567,0.204898,0.754676
2114,0.217325,0.192526,0.017828,0.025241,0.678508
2115,0.233938,0.213801,0.019794,0.058249,0.670604
2116,0.252921,0.238429,0.047412,0.058119,0.780941
2117,0.310835,0.342106,0.02726,0.034827,0.62083
2118,0.265213,0.260503,0.022492,0.046384,0.706512
2119,0.409868,0.53187,0.082726,0.100821,0.700658
2120,0.385899,0.462903,0.038962,0.084562,0.738408
2121,0.270002,0.267326,0.107986,0.169546,0.573427
2122,0.441582,0.628147,0.140097,0.151235,0.665816
2123,0.356396,0.416244,0.055921,0.098343,0.702391
2124,0.332784,0.374314,0.065684,0.090095,0.722974
2125,0.474245,0.73313,0.174118,0.19044,0.622056
2126,0.108729,0.090853,0.067468,0.073316,0.572031
2127,0.341754,0.391549,0.037534,0.086831,0.696863
2128,0.205485,0.173445,0.043335,0.063598,0.763369
2129,0.192011,0.149087,0.014979,0.041229,0.792968
2130,0.253789,0.283615,0.078325,0.053147,0.258922
2131,0.224169,0.244712,0.07797,0.104832,0.315311
2132,0.372955,0.442266,0.060027,0.083629,0.72172
2133,0.389458,0.500634,0.094186,0.099079,0.657925
2134,0.111295,0.082608,0.051918,0.066813,0.663105
2135,0.333198,0.37349,0.160934,0.209707,0.682003
2136,0.329372,0.363798,0.036661,0.094221,0.715882
2137,0.407226,0.535482,0.09347,0.1848,0.661552
2138,0.494762,0.747873,0.16813,0.306956,0.685056
2139,0.262646,0.252439,0.014002,0.062594,0.742426
2140,0.301669,0.306827,0.116274,0.178301,0.729725
2141,0.092052,0.086094,0.073821,0.075014,0.434002
2142,0.746445,1.482521,0.698404,0.705694,0.651316
2143,0.35453,0.401261,0.049055,0.112263,0.837013
2144,0.441853,0.626435,0.129552,0.148952,0.628613
2145,0.22001,0.198552,0.031702,0.048252,0.651904
2146,0.3011,0.300724,0.042894,0.079474,0.806132
2147,0.357762,0.430785,0.049895,0.067061,0.702292
2148,0.470512,0.675565,0.106605,0.119853,0.680055
2149,0.445914,0.594144,0.216246,0.22625,0.786418
2150,0.482138,0.692654,0.152003,0.1684,0.739638
2151,0.247612,0.235777,0.014376,0.034048,0.688612
2152,0.415103,0.552432,0.095105,0.107618,0.648853
2153,0.272407,0.272631,0.018712,0.049959,0.695381
2154,0.121125,0.101702,0.068043,0.071971,0.645993
2155,0.394041,0.497365,0.084152,0.107717,0.720479
2156,0.2286,0.211713,0.017187,0.047668,0.595603
2157,0.422002,0.583964,0.119589,0.148892,0.62906
2158,0.256428,0.243391,0.016673,0.037443,0.761845
2159,0.314214,0.333517,0.036436,0.092988,0.707446
2160,0.336867,0.381936,0.038382,0.054116,0.687139
2161,0.456419,0.611794,0.10669,0.133077,0.661209
2162,0.42637,0.56011,0.086402,0.101797,0.730251
2163,0.354727,0.415899,0.055228,0.087236,0.691946
2164,0.299193,0.321038,0.029369,0.055181,0.66947
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8340,0.450969,0.611698,0.104312,0.160966,0.710959
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8343,0.085668,0.046491,0.025091,0.041588,0.862988
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8349,0.320733,0.340729,0.091201,0.163053,0.637312
8350,0.386349,0.496159,0.059011,0.100868,0.738079
8351,0.187228,0.151609,0.01809,0.031237,0.70841
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8359,0.38322,0.456977,0.065867,0.116976,0.851369
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8361,0.073619,0.064354,0.057444,0.060627,0.466398
8362,0.229395,0.192158,0.070642,0.140544,0.750607
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8379,0.488772,0.680481,0.121825,0.184033,0.703667
8380,0.262751,0.257517,0.041475,0.129516,0.590213
8381,0.401637,0.502966,0.069049,0.081314,0.732011
8382,0.065959,0.036949,0.031918,0.063991,
8383,0.271444,0.264979,0.036181,0.049779,0.733057
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8385,0.388281,0.47061,0.057859,0.158631,0.749766
8386,0.386797,0.478701,0.07865,0.118045,0.704924
8387,0.440731,0.580355,0.069101,0.10003,0.752739
8388,0.489249,0.718593,0.177016,0.205932,0.726015
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8390,0.407591,0.518547,0.055733,0.091142,0.74504
8391,0.422311,0.553289,0.095523,0.107147,0.725188
8392,0.448825,0.610246,0.182152,0.238797,0.752479
8393,0.256111,0.244858,0.017632,0.059274,0.721805
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8397,0.234565,0.227595,0.061466,0.071047,0.61114
8398,0.434572,0.586307,0.081786,0.083735,0.735867
8399,0.222842,0.203007,0.039814,0.063566,0.695954
8400,0.376244,0.462313,0.043301,0.138438,0.745404
8401,0.272615,0.284132,0.018598,0.050848,0.570228
8402,0.165509,0.130251,0.034718,0.058655,0.694117
8403,0.210785,0.170671,0.118726,0.170816,0.683604
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8406,0.390996,0.483734,0.050529,0.06281,0.713693
8407,0.37125,0.458694,0.062406,0.094451,0.639124
8408,0.368825,0.447873,0.047626,0.05488,0.612104
8409,0.463744,0.646952,0.149932,0.247252,0.599566
8410,0.403496,0.517902,0.083912,0.109599,0.690476
8411,0.367915,0.433089,0.019985,0.055314,0.720553
8412,0.359442,0.398293,0.192444,0.273618,0.58193
8413,0.505884,0.760635,0.171545,0.232231,0.596448
8414,0.25366,0.224127,0.100321,0.165198,0.819651
8415,0.292875,0.338751,0.070234,0.102746,0.406618
8416,0.449342,0.619281,0.096495,0.153915,0.759312
8417,0.303797,0.312498,0.08821,0.132881,0.734791
8418,0.209356,0.179578,0.03989,0.052944,0.74648
8419,0.305322,0.328067,0.038095,0.104877,0.694415
8420,0.432199,0.571848,0.070054,0.08177,0.6504
8421,0.403577,0.499581,0.144897,0.20306,0.618516
8422,0.118968,0.067544,0.019313,0.050128,0.902145
8423,0.280955,0.288037,0.033486,0.058833,0.662823
8424,0.35684,0.410105,0.060117,0.080529,0.715431
8425,0.366275,0.42391,0.011182,0.093975,0.781083
8426,0.356403,0.412191,0.145535,0.196661,0.567572
8427,0.44418,0.606441,0.104079,0.122935,0.733066
8428,0.466955,0.648117,0.087583,0.135835,0.68674
8429,0.349948,0.411038,0.046934,0.063869,0.662593
8430,0.384901,0.499632,0.084928,0.089065,0.593216
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8432,0.47373,0.696988,0.150519,0.162543,0.639719
8433,0.326216,0.356924,0.076681,0.129541,0.63315
8434,0.27579,0.260437,0.019878,0.055171,0.851384
8435,0.378257,0.461183,0.051919,0.061185,0.743718
8436,0.269345,0.275134,0.044109,0.066293,0.767029
8437,0.429271,0.624175,0.108703,0.136183,0.600349
8438,0.145489,0.103496,0.042145,0.080946,0.694261
8439,0.335008,0.374796,0.032561,0.056316,0.694497
8440,0.403638,0.499978,0.022741,0.076
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