points_cal: Calculate Total Points
In nomogramFormula: Calculate Total Points and Probabilities for Nomogram
Description
Usage
Arguments
Value
Examples
Description
Calculate total points.
Usage
1
points_cal(formula, rd, lp, digits = 6)
Arguments
formula
the formula of total points with raw data or linear predictors
rd
raw data, which cannot have missing values
lp
linear predictors
digits
default is 6
Value
total Points
Examples
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
library(rms) # needed for nomogram
set.seed(2018)
n <-2019
age <- rnorm(n,60,20)
sex <- factor(sample(c('female','male'),n,TRUE))
sex <- as.numeric(sex)
weight <- sample(50:100,n,replace = TRUE)
time <- sample(50:800,n,replace = TRUE)
units(time)="day"
death <- sample(c(1,0,0),n,replace = TRUE)
df <- data.frame(time,death,age,sex,weight)
ddist <- datadist(df)
oldoption <- options(datadist='ddist')
f <- cph(formula(Surv(time,death)~sex+age+weight),data=df,
x=TRUE,y=TRUE,surv=TRUE,time.inc=3)
surv <- Survival(f)
nomo <- nomogram(f,
lp=TRUE,
fun=list(function(x) surv(365,x),
function(x) surv(365*2,x)),
funlabel=c("1-Year Survival Prob",
"2-Year Survival Prob"))
options(oldoption)
#get the formula by the best power using formula_lp
results <- formula_lp(nomo)
points_cal(formula = results$formula,lp=f$linear.predictors)
#get the formula by the best power using formula_rd
results <- formula_rd(nomogram = nomo)
points_cal(formula = results$formula,rd=df)
Example output
Loading required package: Hmisc
Loading required package: lattice
Loading required package: survival
Loading required package: Formula
Loading required package: ggplot2
Attaching package: ‘Hmisc’
The following objects are masked from ‘package:base’:
format.pval, units
Loading required package: SparseM
Attaching package: ‘SparseM’
The following object is masked from ‘package:base’:
backsolve
1 2 3 4 5 6 7
104.021113 146.656430 177.847115 94.769576 70.884728 68.488104 175.152015
8 9 10 11 12 13 14
164.023547 77.459267 110.231508 127.299378 200.893902 158.769341 120.309727
15 16 17 18 19 20 21
195.465745 92.359658 196.992064 88.002640 212.524659 65.138710 107.686711
22 23 24 25 26 27 28
146.042025 102.204527 55.683110 136.441487 142.407499 220.166770 201.912320
29 30 31 32 33 34 35
200.945068 191.225033 72.363597 149.647039 122.275884 136.523475 207.835986
36 37 38 39 40 41 42
115.083999 188.697487 185.512261 107.561181 72.073631 174.514816 85.192095
43 44 45 46 47 48 49
99.807467 158.570410 75.659449 51.384267 74.579775 217.888149 189.589760
50 51 52 53 54 55 56
117.803142 104.760735 173.848512 75.902767 116.785320 178.218290 166.553455
57 58 59 60 61 62 63
109.392525 85.254327 186.897737 69.101934 170.211768 166.228101 64.143866
64 65 66 67 68 69 70
76.600221 185.323304 107.842242 177.080751 82.706643 158.456255 83.171042
71 72 73 74 75 76 77
168.016491 131.670126 142.193496 72.262197 60.132890 206.897558 168.480214
78 79 80 81 82 83 84
75.390538 55.975493 142.228286 131.107667 179.704982 116.037218 92.539081
85 86 87 88 89 90 91
189.135371 230.167307 65.201650 61.875069 160.611652 195.106202 198.807321
92 93 94 95 96 97 98
91.104272 184.943623 51.946735 121.945917 80.154068 172.597555 112.959892
99 100 101 102 103 104 105
190.112271 46.840594 48.387890 130.228041 190.981581 62.398157 110.695155
106 107 108 109 110 111 112
169.169975 81.240072 89.870501 72.251398 94.664400 85.551140 210.743995
113 114 115 116 117 118 119
64.237892 146.018018 203.190258 102.690680 175.838901 192.247275 61.875047
120 121 122 123 124 125 126
195.515105 125.185447 192.497763 82.713865 166.177419 121.399442 198.329754
127 128 129 130 131 132 133
191.988396 80.184615 133.575602 197.532990 208.132253 205.247383 176.684252
134 135 136 137 138 139 140
59.662633 203.894483 82.068052 72.558592 122.342794 113.145870 173.277112
141 142 143 144 145 146 147
52.580226 200.794994 159.773814 55.449296 149.081369 34.666625 47.726980
148 149 150 151 152 153 154
79.633576 164.510798 50.013400 72.934296 140.422054 27.313924 143.226596
155 156 157 158 159 160 161
65.948296 159.230491 62.846883 135.903297 141.897269 113.590389 126.835346
162 163 164 165 166 167 168
81.544195 71.786369 180.315801 106.197128 74.018358 47.065664 129.980903
169 170 171 172 173 174 175
209.657552 163.575622 150.491489 109.686285 91.160324 174.343803 75.586872
176 177 178 179 180 181 182
188.806248 94.854109 186.773982 77.768930 67.348266 176.979485 70.718467
183 184 185 186 187 188 189
89.425747 89.799071 145.401785 153.370406 89.743084 48.258017 186.364287
190 191 192 193 194 195 196
108.919369 165.896489 203.909900 198.135789 40.821574 68.454002 146.384631
197 198 199 200 201 202 203
170.510512 95.158015 116.148156 48.609135 113.414108 163.753055 122.269909
204 205 206 207 208 209 210
45.146041 185.509604 41.119686 107.478050 74.682960 53.418905 201.804380
211 212 213 214 215 216 217
156.165257 172.975677 183.817976 90.148672 87.159636 102.070055 73.601972
218 219 220 221 222 223 224
148.953677 68.957404 179.740134 76.737522 192.842770 74.354001 74.114736
225 226 227 228 229 230 231
181.773123 69.088780 160.106253 121.696445 155.044213 78.300955 152.516901
232 233 234 235 236 237 238
89.823655 212.293351 151.604571 179.596242 125.836795 171.923214 93.361019
239 240 241 242 243 244 245
126.798991 210.016570 134.798248 212.191687 76.120093 156.611134 167.704785
246 247 248 249 250 251 252
189.890672 112.989289 65.046477 126.538514 170.001708 39.431110 74.255049
253 254 255 256 257 258 259
57.594259 204.900286 175.952093 47.151405 208.413732 75.988048 104.378412
260 261 262 263 264 265 266
140.391613 79.796214 58.474283 97.608797 173.293151 124.893814 89.869800
267 268 269 270 271 272 273
78.032670 63.435050 160.331939 116.397556 177.055795 108.756343 213.064327
274 275 276 277 278 279 280
105.505678 84.772145 233.538554 108.496488 179.271385 178.051575 243.770961
281 282 283 284 285 286 287
130.309295 216.303983 77.963839 173.774729 90.139742 198.123612 130.345524
288 289 290 291 292 293 294
42.199039 106.321896 88.296755 180.017177 142.482570 69.521358 156.411284
295 296 297 298 299 300 301
76.717698 169.999607 52.223263 85.113930 68.875587 196.122246 91.775068
302 303 304 305 306 307 308
123.336134 62.641561 81.265988 120.787989 62.964722 164.787681 98.223948
309 310 311 312 313 314 315
83.275034 202.664931 136.844014 99.501233 61.162422 61.287052 91.836654
316 317 318 319 320 321 322
214.841115 90.137046 157.812406 40.886024 148.883011 192.320125 107.047667
323 324 325 326 327 328 329
106.145228 87.204928 84.584812 112.471916 95.636078 66.967745 200.448460
330 331 332 333 334 335 336
208.431791 207.613337 64.234192 42.567555 206.184489 177.986315 38.657027
337 338 339 340 341 342 343
87.787392 109.734954 175.698578 114.802666 92.018392 70.342051 186.227470
344 345 346 347 348 349 350
119.671892 112.515895 65.017917 105.695209 167.621338 118.837511 97.602343
351 352 353 354 355 356 357
82.099346 179.867338 176.770926 121.940052 66.956438 201.200144 197.009757
358 359 360 361 362 363 364
56.445928 194.413760 76.670964 104.369090 91.753825 134.219756 158.806616
365 366 367 368 369 370 371
55.976130 195.522067 143.722841 69.416223 191.561241 182.352712 184.560545
372 373 374 375 376 377 378
83.075862 178.136761 152.290178 79.088614 69.703651 92.114898 97.057535
379 380 381 382 383 384 385
200.354827 198.370471 95.539956 173.510977 157.362533 103.967850 197.969045
386 387 388 389 390 391 392
80.966136 163.110259 140.361001 165.294929 140.501108 54.938790 156.706000
393 394 395 396 397 398 399
107.577174 197.065180 88.138694 134.401756 67.068264 186.067859 97.978568
400 401 402 403 404 405 406
102.478918 202.454411 86.415366 146.009592 129.622186 180.520294 209.054889
407 408 409 410 411 412 413
124.182888 53.840539 172.284479 185.401962 202.192100 85.544923 56.276130
414 415 416 417 418 419 420
119.293847 168.458742 134.973191 152.043104 158.383796 102.821911 147.839376
421 422 423 424 425 426 427
184.518201 73.857401 189.517759 96.447681 181.221207 103.559876 75.436911
428 429 430 431 432 433 434
181.938250 99.629191 206.888287 104.575060 216.248772 54.846451 179.830715
435 436 437 438 439 440 441
99.415934 130.926762 64.483869 159.833821 184.194937 158.582110 138.263576
442 443 444 445 446 447 448
63.823894 102.875668 133.789914 101.111693 93.285239 71.408922 201.406395
449 450 451 452 453 454 455
148.660308 102.513548 222.994371 202.334139 139.469971 191.118370 202.231958
456 457 458 459 460 461 462
184.715292 166.918293 93.686475 176.072475 161.571897 61.873879 192.979303
463 464 465 466 467 468 469
192.337510 157.186147 177.726652 147.939384 148.304654 118.184074 71.348477
470 471 472 473 474 475 476
138.598892 146.784714 156.718293 87.448802 153.917647 186.330456 84.744232
477 478 479 480 481 482 483
207.764932 224.570690 196.703355 124.954814 96.660758 203.146283 115.275793
484 485 486 487 488 489 490
165.011038 115.041550 104.502866 189.231985 125.339280 164.899286 190.598086
491 492 493 494 495 496 497
123.270566 219.087527 90.089440 110.178959 217.244111 158.691111 207.564827
498 499 500 501 502 503 504
226.494368 108.473660 135.379217 88.657580 132.186419 121.031505 128.960294
505 506 507 508 509 510 511
212.176246 171.962936 135.259637 61.000501 159.152779 151.604057 92.331975
512 513 514 515 516 517 518
208.617906 60.462084 63.226015 99.697482 90.375640 166.291127 74.541740
519 520 521 522 523 524 525
158.204583 152.300111 91.316002 133.411853 221.355709 166.704083 150.609311
526 527 528 529 530 531 532
45.833611 204.283645 169.251502 216.120812 82.459942 99.249042 78.904234
533 534 535 536 537 538 539
144.369234 199.267823 178.611422 67.611414 99.851587 83.000019 135.281700
540 541 542 543 544 545 546
174.488013 92.358232 104.037549 139.546481 179.149211 161.930908 160.917261
547 548 549 550 551 552 553
140.342853 112.778018 160.254144 69.047868 115.088429 158.228922 73.223831
554 555 556 557 558 559 560
153.114173 92.044263 64.896876 191.741376 79.069703 200.998842 43.381309
561 562 563 564 565 566 567
105.102520 164.329075 57.467337 99.537672 211.037421 163.798941 189.051946
568 569 570 571 572 573 574
86.718002 154.323727 121.463293 53.747303 67.421928 140.504811 79.714322
575 576 577 578 579 580 581
99.540077 145.177971 158.683359 59.848104 128.693278 198.285681 37.339474
582 583 584 585 586 587 588
70.850445 47.264918 76.183318 133.124732 195.906079 204.820101 127.540189
589 590 591 592 593 594 595
199.222052 62.520661 67.220316 84.480137 83.051913 55.883595 172.805656
596 597 598 599 600 601 602
211.624488 200.278059 190.037920 142.259718 59.866276 161.964268 80.207977
603 604 605 606 607 608 609
167.572807 111.608640 53.546859 205.350084 173.070929 212.263605 136.402477
610 611 612 613 614 615 616
90.891401 157.244450 46.867956 158.900758 82.740774 203.608974 191.491505
617 618 619 620 621 622 623
170.949230 159.412216 204.653784 62.172481 55.218789 110.476851 154.547251
624 625 626 627 628 629 630
102.445749 76.729105 198.409902 159.320871 143.597404 133.719378 183.619721
631 632 633 634 635 636 637
208.060790 167.938011 213.526750 86.929682 107.133646 119.624327 166.741567
638 639 640 641 642 643 644
200.658211 82.963272 48.608782 208.234274 140.457446 156.618869 177.616395
645 646 647 648 649 650 651
175.169960 119.873237 188.151953 128.971851 75.512901 168.873431 150.439375
652 653 654 655 656 657 658
126.184803 57.414263 225.624598 198.819887 74.217739 204.005907 156.906970
659 660 661 662 663 664 665
109.919483 137.664525 203.592722 114.159885 173.890909 62.549864 171.193875
666 667 668 669 670 671 672
85.895757 123.053612 213.228012 116.951779 72.968977 136.632595 194.945646
673 674 675 676 677 678 679
190.205341 97.509271 208.486343 158.885209 192.998522 121.316735 74.071721
680 681 682 683 684 685 686
201.174494 96.067327 125.009373 188.228628 62.046811 201.929429 70.632321
687 688 689 690 691 692 693
75.935872 223.456795 144.472643 181.287783 169.424985 100.608205 157.605850
694 695 696 697 698 699 700
120.958433 193.998477 224.838705 97.716979 91.836592 199.744257 51.370063
701 702 703 704 705 706 707
146.025286 144.790340 67.479429 157.502388 131.773001 187.217295 105.537334
708 709 710 711 712 713 714
69.658134 212.230433 137.440118 189.187499 196.638044 46.369983 169.955601
715 716 717 718 719 720 721
82.016074 177.784909 203.073783 177.551134 78.090560 61.860747 39.708371
722 723 724 725 726 727 728
170.352314 207.095235 162.735992 181.026075 182.614964 100.205959 85.024521
729 730 731 732 733 734 735
132.426124 116.515773 156.334592 66.537163 174.005998 165.803375 211.250323
736 737 738 739 740 741 742
194.675187 182.290292 104.866983 46.102524 191.494927 104.873908 133.769451
743 744 745 746 747 748 749
163.911541 94.699603 180.326145 228.310024 151.946286 100.300269 174.251007
750 751 752 753 754 755 756
82.931326 174.201652 51.818911 200.948224 196.919305 130.584250 190.307342
757 758 759 760 761 762 763
73.839421 161.377963 153.364316 182.969589 69.473690 219.236403 196.352653
764 765 766 767 768 769 770
125.855474 79.991334 104.097026 168.978376 86.742031 66.240982 100.761387
771 772 773 774 775 776 777
81.254384 160.967417 66.946940 112.461230 174.292796 110.222145 222.455661
778 779 780 781 782 783 784
197.180577 69.997688 152.257596 106.446376 178.564160 174.943723 216.757497
785 786 787 788 789 790 791
143.144297 165.431609 65.320626 71.501949 73.824985 94.381381 117.230622
792 793 794 795 796 797 798
95.173120 29.837196 154.465865 149.838478 128.405982 204.381408 96.805604
799 800 801 802 803 804 805
168.918005 104.294808 88.026722 186.517024 98.575709 159.795890 99.901819
806 807 808 809 810 811 812
100.243614 77.503380 125.406104 98.780799 72.284379 202.730532 114.960783
813 814 815 816 817 818 819
36.463714 124.083655 180.354381 157.891941 63.357975 49.110962 95.463689
820 821 822 823 824 825 826
193.054332 80.559723 161.744402 163.153873 62.466379 91.482617 59.455992
827 828 829 830 831 832 833
209.322694 202.449323 188.518604 75.745603 140.003436 86.656976 188.819841
834 835 836 837 838 839 840
130.909095 132.310523 199.130584 169.272879 173.379969 194.496780 113.284019
841 842 843 844 845 846 847
74.059956 48.679935 186.999588 203.690960 56.335875 113.187572 188.989112
848 849 850 851 852 853 854
107.808803 132.126311 93.957095 133.334767 116.372837 105.773356 40.165426
855 856 857 858 859 860 861
189.692267 204.427245 160.659458 85.278681 84.581125 37.541612 202.369676
862 863 864 865 866 867 868
199.525294 212.694427 124.386434 216.114920 57.959410 109.912158 98.151297
869 870 871 872 873 874 875
134.789059 154.729262 173.597800 167.331926 181.622992 126.974788 221.256000
876 877 878 879 880 881 882
176.993261 141.149274 141.596583 195.566828 173.985937 100.723939 66.407605
883 884 885 886 887 888 889
76.501151 62.970313 95.174156 91.490233 145.937340 107.953211 76.020353
890 891 892 893 894 895 896
81.065123 83.157044 97.109009 147.263945 175.161270 76.921805 150.420856
897 898 899 900 901 902 903
203.440013 60.422400 76.061302 44.861751 104.232265 61.361215 186.004266
904 905 906 907 908 909 910
46.045216 178.690730 226.466844 191.513348 201.507430 191.562764 117.535805
911 912 913 914 915 916 917
79.013537 89.033230 198.810832 64.884526 108.968489 166.808153 111.912939
918 919 920 921 922 923 924
139.399485 110.606323 87.191389 93.542115 165.443478 174.701598 168.736121
925 926 927 928 929 930 931
32.933269 72.227629 174.470804 176.736004 79.416059 83.160278 87.884225
932 933 934 935 936 937 938
45.134897 44.772845 100.471135 167.133566 91.355005 167.310030 195.496593
939 940 941 942 943 944 945
122.219587 139.382186 144.582737 157.725339 81.581123 204.516893 220.136859
946 947 948 949 950 951 952
188.668949 88.453250 77.451811 143.707967 166.970751 67.316404 176.072679
953 954 955 956 957 958 959
120.219184 81.584794 194.378710 138.494486 169.444310 63.024080 139.886602
960 961 962 963 964 965 966
138.023196 72.932770 177.056937 86.922120 107.045981 130.919795 200.815304
967 968 969 970 971 972 973
199.862094 168.947718 100.349519 148.532354 81.330123 182.757189 205.333597
974 975 976 977 978 979 980
79.051558 84.879896 119.323487 116.803316 95.330853 78.752651 175.292723
981 982 983 984 985 986 987
84.629106 108.431136 94.410444 181.678830 193.448845 5.669665 197.569987
988 989 990 991 992 993 994
144.048377 89.190216 203.084219 109.164292 130.647863 120.296435 101.847239
995 996 997 998 999 1000 1001
176.778651 221.341796 55.762732 143.500687 105.829410 196.706132 147.427113
1002 1003 1004 1005 1006 1007 1008
211.386649 134.584592 179.750307 164.360137 84.124265 84.678033 88.182566
1009 1010 1011 1012 1013 1014 1015
189.727839 201.606350 58.317640 115.168864 142.633850 79.081532 179.645648
1016 1017 1018 1019 1020 1021 1022
194.371454 179.161757 71.246909 167.099799 61.024183 199.503601 157.940916
1023 1024 1025 1026 1027 1028 1029
182.722091 184.174005 208.684109 108.752506 56.508100 163.498711 117.200705
1030 1031 1032 1033 1034 1035 1036
114.264960 142.321416 60.151942 119.096193 74.633593 200.287870 181.381351
1037 1038 1039 1040 1041 1042 1043
168.079430 95.869684 74.104674 186.260945 153.044388 106.113108 123.001760
1044 1045 1046 1047 1048 1049 1050
91.019653 106.281748 95.234905 113.478673 120.279533 67.824139 87.100904
1051 1052 1053 1054 1055 1056 1057
101.886621 146.252981 82.829654 170.556377 176.333942 186.760883 171.104237
1058 1059 1060 1061 1062 1063 1064
147.261247 113.822377 113.484129 139.426053 85.576552 76.804294 131.152676
1065 1066 1067 1068 1069 1070 1071
66.433632 88.417755 78.559972 101.821849 190.130003 112.673489 50.621008
1072 1073 1074 1075 1076 1077 1078
197.516587 198.510342 109.983371 191.374671 170.009326 69.042830 69.614590
1079 1080 1081 1082 1083 1084 1085
104.675763 88.570883 107.212480 214.415845 81.597734 100.552795 201.481530
1086 1087 1088 1089 1090 1091 1092
181.971078 75.757208 147.262364 75.763616 185.530465 81.421776 187.765359
1093 1094 1095 1096 1097 1098 1099
201.200888 187.658377 88.157919 36.916835 208.137159 186.960818 98.729326
1100 1101 1102 1103 1104 1105 1106
34.252121 164.694818 204.904218 205.595758 143.661972 128.616484 178.778866
1107 1108 1109 1110 1111 1112 1113
97.968137 218.557996 168.063402 75.872834 181.333901 225.744318 53.262568
1114 1115 1116 1117 1118 1119 1120
175.311648 167.300440 42.354115 143.540608 76.845505 116.443845 173.430264
1121 1122 1123 1124 1125 1126 1127
178.945286 98.301669 69.624452 45.869112 67.807713 182.549174 186.262400
1128 1129 1130 1131 1132 1133 1134
158.953924 135.108702 92.305377 211.243345 197.542556 140.001344 171.681512
1135 1136 1137 1138 1139 1140 1141
71.542139 212.379718 189.587797 214.862968 225.092231 108.211060 92.937650
1142 1143 1144 1145 1146 1147 1148
186.176104 97.805377 199.311606 85.940151 90.075795 101.104681 124.586936
1149 1150 1151 1152 1153 1154 1155
175.115901 155.482846 91.939876 122.653419 78.277115 181.842314 161.070361
1156 1157 1158 1159 1160 1161 1162
137.280632 183.910456 68.630575 165.969257 137.276853 68.346001 58.046871
1163 1164 1165 1166 1167 1168 1169
173.604617 190.336112 120.741005 109.621030 68.544873 142.186118 201.388274
1170 1171 1172 1173 1174 1175 1176
133.294903 101.895160 104.493486 100.843863 216.629718 130.675703 122.320571
1177 1178 1179 1180 1181 1182 1183
97.907637 198.304313 184.619038 155.689407 88.650137 207.680165 172.911571
1184 1185 1186 1187 1188 1189 1190
149.867697 163.567807 117.521777 180.482867 61.653228 201.500056 222.336281
1191 1192 1193 1194 1195 1196 1197
175.795708 149.002254 86.178076 213.771771 46.882238 43.571416 45.475798
1198 1199 1200 1201 1202 1203 1204
163.618402 223.292424 82.638571 185.282147 91.899695 90.614070 212.466982
1205 1206 1207 1208 1209 1210 1211
173.774454 52.405873 94.419001 208.399470 196.109203 199.943306 206.669052
1212 1213 1214 1215 1216 1217 1218
181.064980 201.185754 98.789510 195.341706 188.273409 87.983618 168.840199
1219 1220 1221 1222 1223 1224 1225
149.377971 144.583454 188.389739 71.771427 169.821421 82.902182 145.761876
1226 1227 1228 1229 1230 1231 1232
158.821844 103.264694 131.449108 192.654804 123.327750 90.624165 142.373646
1233 1234 1235 1236 1237 1238 1239
71.700780 32.596709 120.872267 157.199243 53.097243 200.373495 102.066356
1240 1241 1242 1243 1244 1245 1246
87.237448 198.573781 136.673978 108.100228 85.696650 104.648201 177.320546
1247 1248 1249 1250 1251 1252 1253
33.691664 91.301925 193.677267 100.281206 182.410166 111.496707 137.064232
1254 1255 1256 1257 1258 1259 1260
208.776517 111.231765 150.876747 82.215250 160.442185 81.989533 120.183698
1261 1262 1263 1264 1265 1266 1267
116.098332 211.953309 96.013283 87.691719 174.810306 177.970381 101.480484
1268 1269 1270 1271 1272 1273 1274
66.930790 145.933171 208.026768 52.094517 145.571945 163.891521 137.113311
1275 1276 1277 1278 1279 1280 1281
68.743854 161.536998 193.300194 165.261257 79.458881 200.229935 137.864188
1282 1283 1284 1285 1286 1287 1288
145.797333 177.089532 128.916650 181.993064 88.010348 193.018358 147.279549
1289 1290 1291 1292 1293 1294 1295
163.251124 86.518662 67.015286 84.738546 69.979022 106.128768 89.873802
1296 1297 1298 1299 1300 1301 1302
157.279290 69.113430 193.693494 105.411087 69.646039 126.868912 48.174578
1303 1304 1305 1306 1307 1308 1309
169.669861 200.179390 120.652572 166.684659 206.729724 78.152025 68.597304
1310 1311 1312 1313 1314 1315 1316
131.399471 93.540622 59.317974 86.173128 188.949791 143.313095 171.607014
1317 1318 1319 1320 1321 1322 1323
112.516733 125.353547 63.083542 205.498844 88.889174 201.697613 58.284207
1324 1325 1326 1327 1328 1329 1330
156.715387 107.173499 82.857308 198.563219 144.938384 94.032143 34.799194
1331 1332 1333 1334 1335 1336 1337
85.155991 163.285127 174.230249 185.805787 119.108222 201.128326 140.877520
1338 1339 1340 1341 1342 1343 1344
100.588327 180.088104 116.510452 92.310846 135.634070 66.503739 91.410977
1345 1346 1347 1348 1349 1350 1351
128.551000 57.433487 199.890791 104.938108 87.537665 156.322225 123.745619
1352 1353 1354 1355 1356 1357 1358
82.678468 154.645231 85.881526 47.193384 135.690253 104.723289 168.603516
1359 1360 1361 1362 1363 1364 1365
195.383593 170.582603 157.670887 126.363966 150.592552 118.861512 59.198704
1366 1367 1368 1369 1370 1371 1372
170.549461 80.117675 178.651193 104.447937 175.092856 125.339201 183.047335
1373 1374 1375 1376 1377 1378 1379
69.665184 185.661768 203.983697 57.165874 185.633682 201.372203 48.157387
1380 1381 1382 1383 1384 1385 1386
101.108493 159.325533 64.007140 39.131189 73.587198 169.627803 174.107703
1387 1388 1389 1390 1391 1392 1393
131.570848 103.927543 79.491512 203.886980 154.277148 77.212934 77.127266
1394 1395 1396 1397 1398 1399 1400
70.619320 172.235682 142.595443 41.444241 209.621590 201.011986 84.967487
1401 1402 1403 1404 1405 1406 1407
151.296683 70.290784 119.779398 135.675612 169.599977 179.904470 83.716752
1408 1409 1410 1411 1412 1413 1414
199.366945 211.615519 86.844553 90.617470 209.096343 155.878405 93.472092
1415 1416 1417 1418 1419 1420 1421
174.999172 162.022278 163.656785 115.670410 135.863798 204.323429 130.030872
1422 1423 1424 1425 1426 1427 1428
89.901511 192.994016 195.387056 97.871481 124.585040 189.760967 94.675750
1429 1430 1431 1432 1433 1434 1435
190.711183 102.683745 145.322800 55.342223 49.061457 91.465233 160.440133
1436 1437 1438 1439 1440 1441 1442
170.933947 86.919663 108.155212 111.847290 152.022760 90.461462 80.856789
1443 1444 1445 1446 1447 1448 1449
87.501045 180.264643 111.491631 108.551810 80.439583 152.287988 194.002885
1450 1451 1452 1453 1454 1455 1456
104.120478 120.527524 71.385193 106.096310 223.959845 149.212358 84.087326
1457 1458 1459 1460 1461 1462 1463
70.518090 73.617951 122.654160 91.652112 78.874808 169.935021 45.379883
1464 1465 1466 1467 1468 1469 1470
113.819742 201.045051 209.290731 112.119719 132.304107 207.256899 74.933613
1471 1472 1473 1474 1475 1476 1477
186.725976 53.885355 230.931181 61.871324 60.091980 29.600066 130.343018
1478 1479 1480 1481 1482 1483 1484
93.148549 228.665871 104.260444 90.344790 223.128308 63.810098 157.376891
1485 1486 1487 1488 1489 1490 1491
183.259448 175.008409 68.491477 67.120044 46.734922 61.288562 119.879626
1492 1493 1494 1495 1496 1497 1498
152.871386 173.569655 191.349503 181.233838 126.676357 185.484070 82.463951
1499 1500 1501 1502 1503 1504 1505
95.272320 105.767566 190.779041 164.434607 71.475403 119.272542 167.762006
1506 1507 1508 1509 1510 1511 1512
197.539738 114.556747 57.541674 139.393610 104.472728 47.739345 128.439454
1513 1514 1515 1516 1517 1518 1519
163.124466 109.081250 109.661884 236.660040 99.155682 93.046648 219.811437
1520 1521 1522 1523 1524 1525 1526
145.918763 88.503907 118.065156 82.344021 106.363317 114.065056 57.797543
1527 1528 1529 1530 1531 1532 1533
64.997099 73.161034 90.114711 201.569056 167.202627 185.209970 114.829381
1534 1535 1536 1537 1538 1539 1540
197.390112 174.912039 193.356001 83.470636 88.903685 148.980677 100.200926
1541 1542 1543 1544 1545 1546 1547
157.953572 158.666153 74.197542 175.300679 69.767191 86.282280 112.135033
1548 1549 1550 1551 1552 1553 1554
87.954076 196.858347 170.598940 166.383121 89.547182 163.455846 129.027225
1555 1556 1557 1558 1559 1560 1561
167.984267 94.321965 132.452036 119.340631 100.768429 137.187988 178.066110
1562 1563 1564 1565 1566 1567 1568
97.606820 132.467951 66.139164 90.676557 148.619722 85.493396 131.203678
1569 1570 1571 1572 1573 1574 1575
144.850752 54.448884 218.414630 118.022835 59.963357 196.921316 194.819476
1576 1577 1578 1579 1580 1581 1582
58.563465 166.321231 117.281376 128.441862 113.822421 92.962876 210.389457
1583 1584 1585 1586 1587 1588 1589
162.427952 172.906934 108.822866 156.326826 175.712297 168.115477 63.283066
1590 1591 1592 1593 1594 1595 1596
68.431147 79.246014 237.742232 96.678130 187.121243 71.675405 88.335013
1597 1598 1599 1600 1601 1602 1603
109.038673 71.431665 128.367953 56.986998 93.713580 140.146334 154.416841
1604 1605 1606 1607 1608 1609 1610
116.208782 93.517312 171.265637 151.670500 134.289872 93.704230 119.437285
1611 1612 1613 1614 1615 1616 1617
116.840650 145.479436 69.452750 207.505292 165.110514 139.266710 176.592911
1618 1619 1620 1621 1622 1623 1624
157.988266 176.809946 84.837209 82.860466 187.856701 146.672793 120.533270
1625 1626 1627 1628 1629 1630 1631
74.528286 189.406967 171.014317 49.168317 171.911999 182.662430 90.961089
1632 1633 1634 1635 1636 1637 1638
79.352706 60.466321 243.338918 181.743079 150.136435 179.346850 128.275541
1639 1640 1641 1642 1643 1644 1645
200.619141 43.378262 218.964925 168.734565 67.453274 153.927234 74.969345
1646 1647 1648 1649 1650 1651 1652
111.396955 163.212580 132.575644 154.751248 109.716255 163.106385 89.398556
1653 1654 1655 1656 1657 1658 1659
157.893329 99.915927 67.372808 74.614575 76.072259 157.074519 205.244282
1660 1661 1662 1663 1664 1665 1666
173.539700 118.543837 226.603757 153.040420 226.196786 33.739995 163.902553
1667 1668 1669 1670 1671 1672 1673
217.684452 83.790839 88.910346 94.997625 150.783147 44.191878 210.329963
1674 1675 1676 1677 1678 1679 1680
76.992787 69.497379 103.420310 67.788825 169.222633 63.242012 215.521561
1681 1682 1683 1684 1685 1686 1687
119.217458 180.812637 158.282989 155.498762 72.496629 106.855393 217.400836
1688 1689 1690 1691 1692 1693 1694
129.973284 161.424617 100.973183 143.776797 56.922684 120.525027 92.909333
1695 1696 1697 1698 1699 1700 1701
126.339934 135.380135 137.185367 165.071423 149.406871 147.506034 78.728321
1702 1703 1704 1705 1706 1707 1708
113.337951 59.291355 181.331622 174.281017 87.127257 117.302586 205.246494
1709 1710 1711 1712 1713 1714 1715
203.320721 58.176502 187.228304 190.073850 69.480799 143.054795 194.110199
1716 1717 1718 1719 1720 1721 1722
91.225032 108.312687 157.241598 163.049485 173.758693 199.447790 67.491981
1723 1724 1725 1726 1727 1728 1729
154.612783 93.469986 71.886413 103.832351 79.482027 111.499893 206.547208
1730 1731 1732 1733 1734 1735 1736
120.225880 128.318925 186.666071 109.059106 109.401736 135.785309 146.893513
1737 1738 1739 1740 1741 1742 1743
170.292543 83.297870 152.768810 157.632765 207.884346 66.504415 83.543649
1744 1745 1746 1747 1748 1749 1750
84.762940 202.072342 106.745044 66.503414 120.446664 202.263167 107.041164
1751 1752 1753 1754 1755 1756 1757
71.527139 208.386749 82.012784 205.686502 117.415396 104.913284 161.313006
1758 1759 1760 1761 1762 1763 1764
149.483315 189.815562 176.357207 62.369142 78.911954 197.844095 59.778962
1765 1766 1767 1768 1769 1770 1771
107.402808 84.146700 99.004329 112.964915 100.552225 111.275307 145.429475
1772 1773 1774 1775 1776 1777 1778
122.111643 189.058915 159.745127 157.243193 195.119843 113.505278 128.223724
1779 1780 1781 1782 1783 1784 1785
87.823785 211.630862 178.980763 77.940566 160.708964 98.018338 68.410439
1786 1787 1788 1789 1790 1791 1792
110.622062 189.589438 70.773095 215.464977 81.481916 190.098823 136.695934
1793 1794 1795 1796 1797 1798 1799
69.608810 89.698149 47.323485 79.645400 99.668324 208.265737 97.897375
1800 1801 1802 1803 1804 1805 1806
69.976334 175.647998 126.937072 225.209865 101.137481 172.016343 124.053470
1807 1808 1809 1810 1811 1812 1813
171.743139 169.782760 53.618084 215.470937 83.178553 212.749375 180.528980
1814 1815 1816 1817 1818 1819 1820
63.508945 123.869319 116.275604 192.502511 81.196108 73.215114 101.253300
1821 1822 1823 1824 1825 1826 1827
176.300820 109.549672 81.155325 163.919495 68.349446 63.492059 147.371908
1828 1829 1830 1831 1832 1833 1834
198.740860 189.946599 109.662674 203.245366 178.169253 138.588580 74.820411
1835 1836 1837 1838 1839 1840 1841
150.978360 155.444905 201.859273 76.824978 186.561616 145.898397 143.190794
1842 1843 1844 1845 1846 1847 1848
146.968752 62.948183 198.540364 157.182219 157.640390 102.879362 223.739394
1849 1850 1851 1852 1853 1854 1855
150.445230 192.329789 190.092638 89.970872 95.588811 179.275219 181.651984
1856 1857 1858 1859 1860 1861 1862
174.547979 189.710419 137.481312 153.382092 89.376153 128.261882 210.234292
1863 1864 1865 1866 1867 1868 1869
155.433635 177.134466 88.844945 75.139055 144.685924 109.012173 118.616324
1870 1871 1872 1873 1874 1875 1876
194.153214 122.926352 158.963625 200.795324 123.531865 193.836321 155.228275
1877 1878 1879 1880 1881 1882 1883
106.240242 87.361415 195.822564 176.197118 190.580388 202.116163 137.835673
1884 1885 1886 1887 1888 1889 1890
202.445202 167.060420 187.170183 227.355091 105.702733 162.485222 84.943626
1891 1892 1893 1894 1895 1896 1897
85.238736 163.993646 207.154765 43.101224 202.105949 117.249074 102.907286
1898 1899 1900 1901 1902 1903 1904
123.376741 99.606526 102.474114 209.333282 111.823900 90.111123 173.815901
1905 1906 1907 1908 1909 1910 1911
157.631585 181.381092 185.383885 139.835000 164.455666 71.625481 53.835861
1912 1913 1914 1915 1916 1917 1918
96.637309 203.699091 47.455568 175.740814 191.013760 208.868734 43.322489
1919 1920 1921 1922 1923 1924 1925
174.406246 136.736585 86.116790 103.199308 62.753493 64.045494 121.093771
1926 1927 1928 1929 1930 1931 1932
116.672851 143.428949 199.670441 153.526635 126.918317 150.869029 103.140477
1933 1934 1935 1936 1937 1938 1939
175.801414 202.953490 169.409415 97.516477 77.172643 111.032282 90.057556
1940 1941 1942 1943 1944 1945 1946
148.805445 191.393846 89.164568 72.173111 143.383930 148.178445 211.703228
1947 1948 1949 1950 1951 1952 1953
77.304193 168.112946 128.964406 101.451222 172.482757 210.858971 197.121547
1954 1955 1956 1957 1958 1959 1960
111.019096 167.632265 60.723047 170.772109 166.550006 105.414426 104.755062
1961 1962 1963 1964 1965 1966 1967
108.575365 67.779684 125.850435 139.755983 218.593506 127.114361 154.204368
1968 1969 1970 1971 1972 1973 1974
146.024077 90.995649 87.023942 61.583427 98.434475 77.367251 94.460254
1975 1976 1977 1978 1979 1980 1981
200.213081 94.534245 213.087851 179.134974 82.758926 60.556165 67.781850
1982 1983 1984 1985 1986 1987 1988
149.482613 90.574641 184.292293 92.748484 150.676222 80.195958 93.598885
1989 1990 1991 1992 1993 1994 1995
155.156489 201.746356 153.035006 131.031197 202.105866 174.709981 96.010796
1996 1997 1998 1999 2000 2001 2002
87.467676 180.927237 88.771054 205.550453 15.999121 146.504880 113.523509
2003 2004 2005 2006 2007 2008 2009
107.742616 84.059705 183.688363 57.037647 108.283776 67.845165 63.656065
2010 2011 2012 2013 2014 2015 2016
63.088391 156.720164 193.252306 182.579669 105.803483 74.228941 201.326053
2017 2018 2019
127.917650 182.589152 145.996364
[1] 104.021088 146.656410 177.847088 94.769546 70.884689 68.488081
[7] 175.151971 164.023514 77.459245 110.231474 127.299353 200.893880
[13] 158.769309 120.309701 195.465715 92.359638 196.992049 88.002613
[19] 212.524641 65.138683 107.686673 146.041997 102.204497 55.683072
[25] 136.441466 142.407476 220.166748 201.912287 200.945041 191.225009
[31] 72.363573 149.647004 122.275857 136.523446 207.835969 115.083974
[37] 188.697448 185.512241 107.561150 72.073607 174.514792 85.192078
[43] 99.807445 158.570376 75.659424 51.384235 74.579754 217.888125
[49] 189.589736 117.803106 104.760712 173.848489 75.902736 116.785301
[55] 178.218264 166.553425 109.392503 85.254279 186.897706 69.101913
[61] 170.211734 166.228070 64.143839 76.600197 185.323276 107.842220
[67] 177.080712 82.706616 158.456213 83.171025 168.016462 131.670098
[73] 142.193471 72.262174 60.132860 206.897532 168.480201 75.390507
[79] 55.975469 142.228253 131.107647 179.704942 116.037194 92.539047
[85] 189.135339 230.167289 65.201605 61.875047 160.611631 195.106171
[91] 198.807299 91.104240 184.943583 51.946709 121.945899 80.154039
[97] 172.597521 112.959857 190.112248 46.840563 48.387863 130.228011
[103] 190.981558 62.398136 110.695128 169.169942 81.240055 89.870466
[109] 72.251367 94.664371 85.551117 210.743981 64.237863 146.017988
[115] 203.190232 102.690650 175.838887 192.247253 61.874999 195.515074
[121] 125.185419 192.497733 82.713836 166.177391 121.399423 198.329729
[127] 191.988374 80.184592 133.575557 197.532961 208.132222 205.247364
[133] 176.684222 59.662604 203.894461 82.068019 72.558562 122.342765
[139] 113.145844 173.277100 52.580191 200.794967 159.773788 55.449271
[145] 149.081341 34.666590 47.726950 79.633549 164.510759 50.013373
[151] 72.934268 140.422026 27.313884 143.226562 65.948266 159.230468
[157] 62.846848 135.903271 141.897238 113.590371 126.835322 81.544162
[163] 71.786329 180.315763 106.197111 74.018341 47.065632 129.980873
[169] 209.657531 163.575591 150.491452 109.686254 91.160301 174.343766
[175] 75.586851 188.806232 94.854088 186.773950 77.768911 67.348244
[181] 176.979448 70.718444 89.425721 89.799047 145.401741 153.370379
[187] 89.743064 48.257987 186.364271 108.919333 165.896463 203.909876
[193] 198.135758 40.821542 68.453973 146.384592 170.510483 95.157986
[199] 116.148135 48.609103 113.414074 163.753041 122.269875 45.146008
[205] 185.509573 41.119647 107.478031 74.682929 53.418878 201.804352
[211] 156.165235 172.975660 183.817943 90.148643 87.159607 102.070014
[217] 73.601937 148.953648 68.957377 179.740103 76.737498 192.842752
[223] 74.353969 74.114710 181.773088 69.088748 160.106227 121.696417
[229] 155.044182 78.300930 152.516868 89.823643 212.293324 151.604547
[235] 179.596200 125.836765 171.923182 93.360987 126.798956 210.016546
[241] 134.798225 212.191668 76.120075 156.611088 167.704757 189.890656
[247] 112.989250 65.046455 126.538482 170.001688 39.431074 74.255015
[253] 57.594225 204.900263 175.952060 47.151372 208.413702 75.988019
[259] 104.378393 140.391583 79.796194 58.474257 97.608764 173.293115
[265] 124.893791 89.869790 78.032640 63.435014 160.331921 116.397542
[271] 177.055760 108.756324 213.064307 105.505649 84.772115 233.538542
[277] 108.496460 179.271347 178.051542 243.770950 130.309274 216.303964
[283] 77.963808 173.774689 90.139717 198.123584 130.345491 42.199006
[289] 106.321882 88.296724 180.017152 142.482546 69.521339 156.411265
[295] 76.717681 169.999588 52.223234 85.113903 68.875565 196.122215
[301] 91.775052 123.336106 62.641531 81.265961 120.787962 62.964688
[307] 164.787654 98.223920 83.275006 202.664907 136.843981 99.501198
[313] 61.162395 61.287029 91.836633 214.841090 90.137018 157.812383
[319] 40.885990 148.882988 192.320090 107.047656 106.145195 87.204894
[325] 84.584789 112.471888 95.636041 66.967718 200.448431 208.431776
[331] 207.613313 64.234165 42.567515 206.184460 177.986295 38.656994
[337] 87.787353 109.734931 175.698542 114.802630 92.018373 70.342024
[343] 186.227455 119.671859 112.515866 65.017882 105.695176 167.621312
[349] 118.837492 97.602328 82.099318 179.867309 176.770895 121.940012
[355] 66.956412 201.200120 197.009731 56.445894 194.413728 76.670941
[361] 104.369070 91.753799 134.219738 158.806591 55.976103 195.522049
[367] 143.722805 69.416200 191.561218 182.352684 184.560522 83.075836
[373] 178.136732 152.290152 79.088588 69.703632 92.114863 97.057511
[379] 200.354797 198.370454 95.539929 173.510955 157.362510 103.967821
[385] 197.969012 80.966112 163.110221 140.360969 165.294883 140.501074
[391] 54.938758 156.705972 107.577158 197.065158 88.138673 134.401726
[397] 67.068237 186.067843 97.978542 102.478891 202.454382 86.415344
[403] 146.009567 129.622160 180.520262 209.054869 124.182871 53.840512
[409] 172.284460 185.401949 202.192079 85.544880 56.276102 119.293831
[415] 168.458700 134.973167 152.043076 158.383773 102.821882 147.839345
[421] 184.518184 73.857382 189.517730 96.447660 181.221189 103.559844
[427] 75.436876 181.938216 99.629168 206.888268 104.575025 216.248759
[433] 54.846426 179.830678 99.415898 130.926732 64.483836 159.833802
[439] 184.194917 158.582092 138.263547 63.823871 102.875632 133.789886
[445] 101.111666 93.285209 71.408906 201.406363 148.660298 102.513528
[451] 222.994357 202.334127 139.469943 191.118341 202.231940 184.715266
[457] 166.918268 93.686441 176.072447 161.571857 61.873842 192.979272
[463] 192.337493 157.186110 177.726637 147.939353 148.304627 118.184044
[469] 71.348452 138.598866 146.784691 156.718270 87.448775 153.917623
[475] 186.330446 84.744194 207.764911 224.570673 196.703321 124.954791
[481] 96.660739 203.146257 115.275763 165.011014 115.041537 104.502836
[487] 189.231945 125.339257 164.899256 190.598056 123.270541 219.087501
[493] 90.089416 110.178934 217.244086 158.691084 207.564797 226.494352
[499] 108.473634 135.379199 88.657545 132.186393 121.031477 128.960270
[505] 212.176217 171.962906 135.259609 61.000475 159.152761 151.604032
[511] 92.331943 208.617876 60.462055 63.225995 99.697461 90.375609
[517] 166.291107 74.541726 158.204555 152.300091 91.315966 133.411825
[523] 221.355685 166.704052 150.609279 45.833575 204.283615 169.251478
[529] 216.120794 82.459922 99.249003 78.904208 144.369197 199.267793
[535] 178.611406 67.611383 99.851568 82.999984 135.281672 174.487993
[541] 92.358211 104.037516 139.546461 179.149185 161.930871 160.917231
[547] 140.342823 112.777991 160.254118 69.047846 115.088399 158.228903
[553] 73.223816 153.114153 92.044240 64.896857 191.741343 79.069683
[559] 200.998811 43.381274 105.102486 164.329054 57.467313 99.537645
[565] 211.037399 163.798902 189.051909 86.717978 154.323706 121.463274
[571] 53.747267 67.421902 140.504790 79.714296 99.540043 145.177943
[577] 158.683333 59.848082 128.693258 198.285650 37.339434 70.850426
[583] 47.264874 76.183291 133.124709 195.906051 204.820072 127.540160
[589] 199.222024 62.520629 67.220288 84.480115 83.051881 55.883569
[595] 172.805640 211.624467 200.278024 190.037898 142.259690 59.866245
[601] 161.964224 80.207951 167.572781 111.608598 53.546831 205.350058
[607] 173.070894 212.263576 136.402448 90.891389 157.244419 46.867921
[613] 158.900721 82.740735 203.608944 191.491471 170.949202 159.412177
[619] 204.653762 62.172447 55.218761 110.476814 154.547223 102.445720
[625] 76.729071 198.409874 159.320854 143.597378 133.719343 183.619694
[631] 208.060776 167.937988 213.526721 86.929653 107.133614 119.624298
[637] 166.741546 200.658184 82.963240 48.608749 208.234246 140.457409
[643] 156.618851 177.616355 175.169931 119.873228 188.151941 128.971832
[649] 75.512874 168.873413 150.439348 126.184786 57.414236 225.624575
[655] 198.819852 74.217704 204.005883 156.906934 109.919459 137.664495
[661] 203.592698 114.159850 173.890880 62.549840 171.193849 85.895727
[667] 123.053587 213.227987 116.951757 72.968959 136.632564 194.945616
[673] 190.205318 97.509234 208.486325 158.885190 192.998492 121.316710
[679] 74.071688 201.174468 96.067297 125.009343 188.228601 62.046788
[685] 201.929399 70.632278 75.935847 223.456774 144.472618 181.287764
[691] 169.424952 100.608190 157.605826 120.958404 193.998440 224.838691
[697] 97.716952 91.836572 199.744237 51.370036 146.025252 144.790304
[703] 67.479406 157.502370 131.772975 187.217264 105.537301 69.658098
[709] 212.230404 137.440103 189.187486 196.638010 46.369955 169.955571
[715] 82.016050 177.784880 203.073752 177.551105 78.090539 61.860715
[721] 39.708331 170.352289 207.095212 162.735970 181.026035 182.614953
[727] 100.205944 85.024507 132.426094 116.515756 156.334575 66.537131
[733] 174.005968 165.803347 211.250300 194.675153 182.290250 104.866944
[739] 46.102495 191.494913 104.873878 133.769424 163.911505 94.699560
[745] 180.326117 228.310010 151.946250 100.300238 174.250990 82.931301
[751] 174.201625 51.818880 200.948195 196.919275 130.584218 190.307305
[757] 73.839389 161.377932 153.364294 182.969565 69.473656 219.236382
[763] 196.352633 125.855458 79.991313 104.096989 168.978364 86.742007
[769] 66.240954 100.761358 81.254358 160.967402 66.946918 112.461209
[775] 174.292770 110.222116 222.455643 197.180542 69.997657 152.257561
[781] 106.446334 178.564123 174.943701 216.757471 143.144268 165.431586
[787] 65.320593 71.501932 73.824966 94.381362 117.230588 95.173096
[793] 29.837159 154.465836 149.838455 128.405957 204.381377 96.805580
[799] 168.917987 104.294780 88.026702 186.516983 98.575680 159.795867
[805] 99.901778 100.243592 77.503353 125.406078 98.780770 72.284348
[811] 202.730498 114.960763 36.463680 124.083626 180.354355 157.891922
[817] 63.357939 49.110934 95.463656 193.054293 80.559692 161.744373
[823] 163.153848 62.466354 91.482591 59.455971 209.322672 202.449307
[829] 188.518584 75.745577 140.003403 86.656947 188.819816 130.909065
[835] 132.310477 199.130552 169.272845 173.379946 194.496756 113.283995
[841] 74.059915 48.679902 186.999556 203.690928 56.335840 113.187537
[847] 188.989090 107.808771 132.126289 93.957061 133.334741 116.372810
[853] 105.773327 40.165387 189.692235 204.427223 160.659427 85.278652
[859] 84.581088 37.541577 202.369663 199.525273 212.694401 124.386410
[865] 216.114896 57.959378 109.912129 98.151269 134.789031 154.729229
[871] 173.597780 167.331893 181.622963 126.974772 221.255976 176.993238
[877] 141.149258 141.596555 195.566791 173.985913 100.723908 66.407580
[883] 76.501115 62.970293 95.174130 91.490203 145.937311 107.953185
[889] 76.020331 81.065102 83.157020 97.108988 147.263923 175.161249
[895] 76.921776 150.420822 203.439996 60.422367 76.061277 44.861721
[901] 104.232234 61.361190 186.004248 46.045187 178.690702 226.466825
[907] 191.513324 201.507403 191.562731 117.535780 79.013511 89.033214
[913] 198.810795 64.884495 108.968463 166.808132 111.912913 139.399460
[919] 110.606307 87.191355 93.542079 165.443462 174.701578 168.736080
[925] 32.933231 72.227603 174.470774 176.735971 79.416018 83.160267
[931] 87.884201 45.134860 44.772812 100.471103 167.133534 91.354978
[937] 167.309997 195.496562 122.219558 139.382160 144.582709 157.725317
[943] 81.581103 204.516866 220.136839 188.668917 88.453232 77.451781
[949] 143.707944 166.970715 67.316372 176.072639 120.219153 81.584781
[955] 194.378680 138.494455 169.444271 63.024055 139.886570 138.023169
[961] 72.932747 177.056900 86.922087 107.045949 130.919761 200.815288
[967] 199.862060 168.947684 100.349493 148.532331 81.330083 182.757166
[973] 205.333577 79.051527 84.879871 119.323455 116.803289 95.330816
[979] 78.752619 175.292698 84.629088 108.431108 94.410424 181.678800
[985] 193.448810 5.669615 197.569959 144.048352 89.190190 203.084194
[991] 109.164263 130.647830 120.296392 101.847204 176.778615 221.341784
[997] 55.762707 143.500658 105.829376 196.706100 147.427086 211.386633
[1003] 134.584581 179.750278 164.360113 84.124241 84.678002 88.182540
[1009] 189.727816 201.606335 58.317615 115.168832 142.633824 79.081501
[1015] 179.645621 194.371427 179.161733 71.246875 167.099784 61.024160
[1021] 199.503567 157.940889 182.722064 184.173973 208.684079 108.752485
[1027] 56.508071 163.498681 117.200692 114.264934 142.321387 60.151906
[1033] 119.096170 74.633564 200.287853 181.381324 168.079415 95.869656
[1039] 74.104653 186.260926 153.044364 106.113080 123.001743 91.019621
[1045] 106.281731 95.234887 113.478643 120.279498 67.824116 87.100884
[1051] 101.886589 146.252959 82.829627 170.556363 176.333919 186.760848
[1057] 171.104216 147.261215 113.822367 113.484103 139.426011 85.576523
[1063] 76.804264 131.152657 66.433614 88.417734 78.559945 101.821819
[1069] 190.129972 112.673461 50.620981 197.516561 198.510314 109.983341
[1075] 191.374637 170.009294 69.042808 69.614567 104.675730 88.570852
[1081] 107.212444 214.415818 81.597709 100.552764 201.481506 181.971042
[1087] 75.757185 147.262338 75.763581 185.530440 81.421749 187.765342
[1093] 201.200861 187.658342 88.157886 36.916800 208.137141 186.960797
[1099] 98.729289 34.252086 164.694786 204.904203 205.595736 143.661947
[1105] 128.616463 178.778823 97.968125 218.557972 168.063378 75.872807
[1111] 181.333871 225.744298 53.262541 175.311632 167.300406 42.354076
[1117] 143.540579 76.845464 116.443830 173.430229 178.945247 98.301649
[1123] 69.624427 45.869075 67.807681 182.549145 186.262364 158.953891
[1129] 135.108670 92.305357 211.243328 197.542529 140.001307 171.681481
[1135] 71.542112 212.379697 189.587784 214.862939 225.092210 108.211027
[1141] 92.937632 186.176073 97.805362 199.311584 85.940133 90.075768
[1147] 101.104640 124.586912 175.115880 155.482820 91.939839 122.653393
[1153] 78.277093 181.842290 161.070341 137.280612 183.910425 68.630544
[1159] 165.969225 137.276827 68.345966 58.046846 173.604597 190.336076
[1165] 120.740990 109.620999 68.544842 142.186088 201.388252 133.294863
[1171] 101.895136 104.493458 100.843824 216.629700 130.675668 122.320535
[1177] 97.907627 198.304284 184.619016 155.689385 88.650124 207.680156
[1183] 172.911536 149.867675 163.567779 117.521755 180.482831 61.653190
[1189] 201.500022 222.336257 175.795667 149.002229 86.178052 213.771750
[1195] 46.882206 43.571380 45.475766 163.618377 223.292407 82.638536
[1201] 185.282119 91.899663 90.614039 212.466958 173.774431 52.405848
[1207] 94.418989 208.399455 196.109184 199.943285 206.669029 181.064962
[1213] 201.185740 98.789481 195.341672 188.273382 87.983602 168.840170
[1219] 149.377943 144.583429 188.389714 71.771381 169.821383 82.902163
[1225] 145.761849 158.821810 103.264668 131.449075 192.654766 123.327727
[1231] 90.624132 142.373631 71.700750 32.596672 120.872241 157.199209
[1237] 53.097215 200.373467 102.066337 87.237420 198.573751 136.673950
[1243] 108.100194 85.696635 104.648171 177.320518 33.691625 91.301909
[1249] 193.677243 100.281177 182.410148 111.496677 137.064204 208.776489
[1255] 111.231729 150.876720 82.215219 160.442162 81.989506 120.183667
[1261] 116.098303 211.953282 96.013257 87.691702 174.810284 177.970354
[1267] 101.480459 66.930753 145.933137 208.026749 52.094487 145.571920
[1273] 163.891497 137.113295 68.743813 161.536978 193.300160 165.261224
[1279] 79.458856 200.229905 137.864158 145.797307 177.089506 128.916627
[1285] 181.993050 88.010328 193.018338 147.279522 163.251093 86.518638
[1291] 67.015259 84.738518 69.978994 106.128745 89.873760 157.279274
[1297] 69.113401 193.693463 105.411048 69.646016 126.868890 48.174543
[1303] 169.669830 200.179368 120.652542 166.684636 206.729701 78.151995
[1309] 68.597272 131.399456 93.540587 59.317947 86.173104 188.949757
[1315] 143.313072 171.606986 112.516700 125.353514 63.083503 205.498814
[1321] 88.889135 201.697594 58.284173 156.715363 107.173465 82.857283
[1327] 198.563195 144.938356 94.032125 34.799151 85.155958 163.285074
[1333] 174.230214 185.805766 119.108191 201.128305 140.877481 100.588293
[1339] 180.088072 116.510431 92.310811 135.634038 66.503709 91.410938
[1345] 128.550978 57.433455 199.890773 104.938080 87.537636 156.322178
[1351] 123.745584 82.678449 154.645209 85.881501 47.193351 135.690229
[1357] 104.723271 168.603491 195.383569 170.582568 157.670859 126.363949
[1363] 150.592539 118.861489 59.198665 170.549437 80.117645 178.651170
[1369] 104.447910 175.092830 125.339178 183.047306 69.665161 185.661734
[1375] 203.983669 57.165843 185.633651 201.372178 48.157356 101.108469
[1381] 159.325501 64.007114 39.131157 73.587156 169.627776 174.107667
[1387] 131.570809 103.927520 79.491485 203.886953 154.277129 77.212908
[1393] 77.127223 70.619286 172.235646 142.595416 41.444206 209.621571
[1399] 201.011961 84.967449 151.296656 70.290760 119.779370 135.675584
[1405] 169.599947 179.904441 83.716726 199.366909 211.615489 86.844528
[1411] 90.617456 209.096319 155.878382 93.472054 174.999138 162.022258
[1417] 163.656752 115.670391 135.863778 204.323397 130.030849 89.901489
[1423] 192.993989 195.387027 97.871452 124.585018 189.760933 94.675728
[1429] 190.711147 102.683709 145.322781 55.342188 49.061425 91.465199
[1435] 160.440092 170.933914 86.919631 108.155186 111.847254 152.022748
[1441] 90.461437 80.856757 87.501019 180.264606 111.491594 108.551775
[1447] 80.439549 152.287964 194.002852 104.120450 120.527506 71.385172
[1453] 106.096272 223.959821 149.212338 84.087310 70.518072 73.617921
[1459] 122.654131 91.652100 78.874775 169.934998 45.379849 113.819717
[1465] 201.045018 209.290715 112.119694 132.304087 207.256867 74.933581
[1471] 186.725947 53.885328 230.931169 61.871293 60.091952 29.600030
[1477] 130.342999 93.148525 228.665852 104.260419 90.344767 223.128284
[1483] 63.810077 157.376865 183.259426 175.008386 68.491456 67.120018
[1489] 46.734891 61.288523 119.879599 152.871364 173.569638 191.349478
[1495] 181.233793 126.676329 185.484060 82.463926 95.272288 105.767530
[1501] 190.779010 164.434589 71.475383 119.272517 167.761977 197.539713
[1507] 114.556721 57.541645 139.393592 104.472693 47.739310 128.439425
[1513] 163.124435 109.081215 109.661866 236.660022 99.155665 93.046627
[1519] 219.811419 145.918739 88.503875 118.065125 82.343983 106.363287
[1525] 114.065027 57.797518 64.997077 73.161013 90.114680 201.569035
[1531] 167.202599 185.209932 114.829358 197.390087 174.912019 193.355964
[1537] 83.470611 88.903666 148.980655 100.200887 157.953545 158.666130
[1543] 74.197522 175.300647 69.767165 86.282240 112.135011 87.954048
[1549] 196.858321 170.598901 166.383092 89.547141 163.455817 129.027198
[1555] 167.984243 94.321937 132.452008 119.340599 100.768393 137.187956
[1561] 178.066075 97.606780 132.467933 66.139140 90.676522 148.619696
[1567] 85.493378 131.203640 144.850729 54.448857 218.414605 118.022803
[1573] 59.963324 196.921280 194.819445 58.563441 166.321207 117.281344
[1579] 128.441844 113.822394 92.962860 210.389427 162.427930 172.906902
[1585] 108.822846 156.326804 175.712271 168.115462 63.283041 68.431111
[1591] 79.245983 237.742215 96.678109 187.121221 71.675377 88.334988
[1597] 109.038649 71.431635 128.367915 56.986974 93.713549 140.146301
[1603] 154.416818 116.208754 93.517293 171.265611 151.670473 134.289844
[1609] 93.704187 119.437261 116.840634 145.479407 69.452717 207.505260
[1615] 165.110498 139.266681 176.592899 157.988249 176.809922 84.837186
[1621] 82.860444 187.856671 146.672770 120.533240 74.528264 189.406938
[1627] 171.014292 49.168289 171.911970 182.662403 90.961064 79.352672
[1633] 60.466293 243.338905 181.743043 150.136408 179.346823 128.275514
[1639] 200.619113 43.378229 218.964901 168.734553 67.453233 153.927204
[1645] 74.969319 111.396937 163.212557 132.575610 154.751223 109.716218
[1651] 163.106357 89.398537 157.893298 99.915898 67.372771 74.614552
[1657] 76.072235 157.074489 205.244252 173.539673 118.543805 226.603739
[1663] 153.040389 226.196771 33.739960 163.902531 217.684425 83.790810
[1669] 88.910315 94.997588 150.783119 44.191847 210.329934 76.992764
[1675] 69.497357 103.420270 67.788797 169.222608 63.241991 215.521533
[1681] 119.217425 180.812606 158.282954 155.498728 72.496595 106.855373
[1687] 217.400809 129.973264 161.424585 100.973151 143.776768 56.922655
[1693] 120.525009 92.909310 126.339906 135.380117 137.185337 165.071385
[1699] 149.406829 147.505995 78.728298 113.337916 59.291332 181.331600
[1705] 174.280997 87.127222 117.302559 205.246470 203.320704 58.176473
[1711] 187.228271 190.073834 69.480781 143.054763 194.110172 91.225003
[1717] 108.312662 157.241570 163.049451 173.758674 199.447772 67.491950
[1723] 154.612761 93.469970 71.886390 103.832334 79.481995 111.499860
[1729] 206.547177 120.225848 128.318894 186.666041 109.059083 109.401713
[1735] 135.785278 146.893477 170.292507 83.297856 152.768786 157.632732
[1741] 207.884318 66.504394 83.543622 84.762911 202.072312 106.745027
[1747] 66.503389 120.446632 202.263138 107.041137 71.527122 208.386720
[1753] 82.012762 205.686472 117.415363 104.913261 161.312982 149.483290
[1759] 189.815538 176.357179 62.369106 78.911934 197.844063 59.778940
[1765] 107.402792 84.146679 99.004299 112.964887 100.552198 111.275285
[1771] 145.429432 122.111607 189.058890 159.745106 157.243170 195.119807
[1777] 113.505255 128.223692 87.823773 211.630838 178.980742 77.940541
[1783] 160.708945 98.018301 68.410421 110.622037 189.589420 70.773075
[1789] 215.464950 81.481888 190.098793 136.695904 69.608782 89.698127
[1795] 47.323456 79.645371 99.668306 208.265706 97.897340 69.976318
[1801] 175.647969 126.937047 225.209847 101.137454 172.016318 124.053443
[1807] 171.743112 169.782737 53.618053 215.470916 83.178515 212.749350
[1813] 180.528946 63.508921 123.869292 116.275570 192.502489 81.196079
[1819] 73.215087 101.253290 176.300798 109.549645 81.155294 163.919469
[1825] 68.349416 63.492027 147.371883 198.740830 189.946579 109.662633
[1831] 203.245339 178.169227 138.588559 74.820383 150.978330 155.444877
[1837] 201.859240 76.824959 186.561586 145.898363 143.190777 146.968720
[1843] 62.948162 198.540331 157.182186 157.640348 102.879324 223.739371
[1849] 150.445207 192.329756 190.092612 89.970861 95.588780 179.275196
[1855] 181.651952 174.547948 189.710386 137.481280 153.382084 89.376130
[1861] 128.261857 210.234264 155.433614 177.134446 88.844901 75.139027
[1867] 144.685887 109.012145 118.616301 194.153185 122.926329 158.963609
[1873] 200.795295 123.531845 193.836293 155.228246 106.240218 87.361382
[1879] 195.822537 176.197085 190.580364 202.116136 137.835654 202.445188
[1885] 167.060385 187.170159 227.355080 105.702698 162.485192 84.943592
[1891] 85.238715 163.993612 207.154740 43.101192 202.105932 117.249051
[1897] 102.907265 123.376717 99.606505 102.474088 209.333259 111.823871
[1903] 90.111089 173.815863 157.631561 181.381057 185.383866 139.834974
[1909] 164.455636 71.625452 53.835828 96.637281 203.699079 47.455535
[1915] 175.740775 191.013722 208.868704 43.322458 174.406231 136.736557
[1921] 86.116768 103.199278 62.753471 64.045472 121.093751 116.672825
[1927] 143.428939 199.670414 153.526608 126.918288 150.868993 103.140459
[1933] 175.801390 202.953459 169.409397 97.516448 77.172620 111.032248
[1939] 90.057520 148.805413 191.393812 89.164540 72.173089 143.383902
[1945] 148.178423 211.703206 77.304163 168.112929 128.964372 101.451194
[1951] 172.482733 210.858943 197.121519 111.019064 167.632233 60.723021
[1957] 170.772076 166.549976 105.414387 104.755038 108.575338 67.779656
[1963] 125.850397 139.755951 218.593480 127.114334 154.204341 146.024043
[1969] 90.995623 87.023925 61.583403 98.434433 77.367230 94.460218
[1975] 200.213056 94.534217 213.087825 179.134939 82.758895 60.556121
[1981] 67.781829 149.482575 90.574608 184.292265 92.748465 150.676186
[1987] 80.195938 93.598852 155.156465 201.746335 153.034982 131.031162
[1993] 202.105850 174.709966 96.010769 87.467631 180.927222 88.771028
[1999] 205.550426 15.999077 146.504847 113.523482 107.742599 84.059662
[2005] 183.688346 57.037617 108.283740 67.845118 63.656032 63.088363
[2011] 156.720143 193.252278 182.579652 105.803438 74.228927 201.326029
[2017] 127.917624 182.589141 145.996348
nomogramFormula documentation built on Jan. 28, 2020, 5:07 p.m.
R Package Documentation
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Description Usage Arguments Value Examples
Description
Calculate total points.
Usage
1 | points_cal(formula, rd, lp, digits = 6)
|
Arguments
formula |
the formula of total points with raw data or linear predictors |
rd |
raw data, which cannot have missing values |
lp |
linear predictors |
digits |
default is 6 |
Value
total Points
Examples
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 | library(rms) # needed for nomogram
set.seed(2018)
n <-2019
age <- rnorm(n,60,20)
sex <- factor(sample(c('female','male'),n,TRUE))
sex <- as.numeric(sex)
weight <- sample(50:100,n,replace = TRUE)
time <- sample(50:800,n,replace = TRUE)
units(time)="day"
death <- sample(c(1,0,0),n,replace = TRUE)
df <- data.frame(time,death,age,sex,weight)
ddist <- datadist(df)
oldoption <- options(datadist='ddist')
f <- cph(formula(Surv(time,death)~sex+age+weight),data=df,
x=TRUE,y=TRUE,surv=TRUE,time.inc=3)
surv <- Survival(f)
nomo <- nomogram(f,
lp=TRUE,
fun=list(function(x) surv(365,x),
function(x) surv(365*2,x)),
funlabel=c("1-Year Survival Prob",
"2-Year Survival Prob"))
options(oldoption)
#get the formula by the best power using formula_lp
results <- formula_lp(nomo)
points_cal(formula = results$formula,lp=f$linear.predictors)
#get the formula by the best power using formula_rd
results <- formula_rd(nomogram = nomo)
points_cal(formula = results$formula,rd=df)
|
Example output
Loading required package: Hmisc
Loading required package: lattice
Loading required package: survival
Loading required package: Formula
Loading required package: ggplot2
Attaching package: ‘Hmisc’
The following objects are masked from ‘package:base’:
format.pval, units
Loading required package: SparseM
Attaching package: ‘SparseM’
The following object is masked from ‘package:base’:
backsolve
1 2 3 4 5 6 7
104.021113 146.656430 177.847115 94.769576 70.884728 68.488104 175.152015
8 9 10 11 12 13 14
164.023547 77.459267 110.231508 127.299378 200.893902 158.769341 120.309727
15 16 17 18 19 20 21
195.465745 92.359658 196.992064 88.002640 212.524659 65.138710 107.686711
22 23 24 25 26 27 28
146.042025 102.204527 55.683110 136.441487 142.407499 220.166770 201.912320
29 30 31 32 33 34 35
200.945068 191.225033 72.363597 149.647039 122.275884 136.523475 207.835986
36 37 38 39 40 41 42
115.083999 188.697487 185.512261 107.561181 72.073631 174.514816 85.192095
43 44 45 46 47 48 49
99.807467 158.570410 75.659449 51.384267 74.579775 217.888149 189.589760
50 51 52 53 54 55 56
117.803142 104.760735 173.848512 75.902767 116.785320 178.218290 166.553455
57 58 59 60 61 62 63
109.392525 85.254327 186.897737 69.101934 170.211768 166.228101 64.143866
64 65 66 67 68 69 70
76.600221 185.323304 107.842242 177.080751 82.706643 158.456255 83.171042
71 72 73 74 75 76 77
168.016491 131.670126 142.193496 72.262197 60.132890 206.897558 168.480214
78 79 80 81 82 83 84
75.390538 55.975493 142.228286 131.107667 179.704982 116.037218 92.539081
85 86 87 88 89 90 91
189.135371 230.167307 65.201650 61.875069 160.611652 195.106202 198.807321
92 93 94 95 96 97 98
91.104272 184.943623 51.946735 121.945917 80.154068 172.597555 112.959892
99 100 101 102 103 104 105
190.112271 46.840594 48.387890 130.228041 190.981581 62.398157 110.695155
106 107 108 109 110 111 112
169.169975 81.240072 89.870501 72.251398 94.664400 85.551140 210.743995
113 114 115 116 117 118 119
64.237892 146.018018 203.190258 102.690680 175.838901 192.247275 61.875047
120 121 122 123 124 125 126
195.515105 125.185447 192.497763 82.713865 166.177419 121.399442 198.329754
127 128 129 130 131 132 133
191.988396 80.184615 133.575602 197.532990 208.132253 205.247383 176.684252
134 135 136 137 138 139 140
59.662633 203.894483 82.068052 72.558592 122.342794 113.145870 173.277112
141 142 143 144 145 146 147
52.580226 200.794994 159.773814 55.449296 149.081369 34.666625 47.726980
148 149 150 151 152 153 154
79.633576 164.510798 50.013400 72.934296 140.422054 27.313924 143.226596
155 156 157 158 159 160 161
65.948296 159.230491 62.846883 135.903297 141.897269 113.590389 126.835346
162 163 164 165 166 167 168
81.544195 71.786369 180.315801 106.197128 74.018358 47.065664 129.980903
169 170 171 172 173 174 175
209.657552 163.575622 150.491489 109.686285 91.160324 174.343803 75.586872
176 177 178 179 180 181 182
188.806248 94.854109 186.773982 77.768930 67.348266 176.979485 70.718467
183 184 185 186 187 188 189
89.425747 89.799071 145.401785 153.370406 89.743084 48.258017 186.364287
190 191 192 193 194 195 196
108.919369 165.896489 203.909900 198.135789 40.821574 68.454002 146.384631
197 198 199 200 201 202 203
170.510512 95.158015 116.148156 48.609135 113.414108 163.753055 122.269909
204 205 206 207 208 209 210
45.146041 185.509604 41.119686 107.478050 74.682960 53.418905 201.804380
211 212 213 214 215 216 217
156.165257 172.975677 183.817976 90.148672 87.159636 102.070055 73.601972
218 219 220 221 222 223 224
148.953677 68.957404 179.740134 76.737522 192.842770 74.354001 74.114736
225 226 227 228 229 230 231
181.773123 69.088780 160.106253 121.696445 155.044213 78.300955 152.516901
232 233 234 235 236 237 238
89.823655 212.293351 151.604571 179.596242 125.836795 171.923214 93.361019
239 240 241 242 243 244 245
126.798991 210.016570 134.798248 212.191687 76.120093 156.611134 167.704785
246 247 248 249 250 251 252
189.890672 112.989289 65.046477 126.538514 170.001708 39.431110 74.255049
253 254 255 256 257 258 259
57.594259 204.900286 175.952093 47.151405 208.413732 75.988048 104.378412
260 261 262 263 264 265 266
140.391613 79.796214 58.474283 97.608797 173.293151 124.893814 89.869800
267 268 269 270 271 272 273
78.032670 63.435050 160.331939 116.397556 177.055795 108.756343 213.064327
274 275 276 277 278 279 280
105.505678 84.772145 233.538554 108.496488 179.271385 178.051575 243.770961
281 282 283 284 285 286 287
130.309295 216.303983 77.963839 173.774729 90.139742 198.123612 130.345524
288 289 290 291 292 293 294
42.199039 106.321896 88.296755 180.017177 142.482570 69.521358 156.411284
295 296 297 298 299 300 301
76.717698 169.999607 52.223263 85.113930 68.875587 196.122246 91.775068
302 303 304 305 306 307 308
123.336134 62.641561 81.265988 120.787989 62.964722 164.787681 98.223948
309 310 311 312 313 314 315
83.275034 202.664931 136.844014 99.501233 61.162422 61.287052 91.836654
316 317 318 319 320 321 322
214.841115 90.137046 157.812406 40.886024 148.883011 192.320125 107.047667
323 324 325 326 327 328 329
106.145228 87.204928 84.584812 112.471916 95.636078 66.967745 200.448460
330 331 332 333 334 335 336
208.431791 207.613337 64.234192 42.567555 206.184489 177.986315 38.657027
337 338 339 340 341 342 343
87.787392 109.734954 175.698578 114.802666 92.018392 70.342051 186.227470
344 345 346 347 348 349 350
119.671892 112.515895 65.017917 105.695209 167.621338 118.837511 97.602343
351 352 353 354 355 356 357
82.099346 179.867338 176.770926 121.940052 66.956438 201.200144 197.009757
358 359 360 361 362 363 364
56.445928 194.413760 76.670964 104.369090 91.753825 134.219756 158.806616
365 366 367 368 369 370 371
55.976130 195.522067 143.722841 69.416223 191.561241 182.352712 184.560545
372 373 374 375 376 377 378
83.075862 178.136761 152.290178 79.088614 69.703651 92.114898 97.057535
379 380 381 382 383 384 385
200.354827 198.370471 95.539956 173.510977 157.362533 103.967850 197.969045
386 387 388 389 390 391 392
80.966136 163.110259 140.361001 165.294929 140.501108 54.938790 156.706000
393 394 395 396 397 398 399
107.577174 197.065180 88.138694 134.401756 67.068264 186.067859 97.978568
400 401 402 403 404 405 406
102.478918 202.454411 86.415366 146.009592 129.622186 180.520294 209.054889
407 408 409 410 411 412 413
124.182888 53.840539 172.284479 185.401962 202.192100 85.544923 56.276130
414 415 416 417 418 419 420
119.293847 168.458742 134.973191 152.043104 158.383796 102.821911 147.839376
421 422 423 424 425 426 427
184.518201 73.857401 189.517759 96.447681 181.221207 103.559876 75.436911
428 429 430 431 432 433 434
181.938250 99.629191 206.888287 104.575060 216.248772 54.846451 179.830715
435 436 437 438 439 440 441
99.415934 130.926762 64.483869 159.833821 184.194937 158.582110 138.263576
442 443 444 445 446 447 448
63.823894 102.875668 133.789914 101.111693 93.285239 71.408922 201.406395
449 450 451 452 453 454 455
148.660308 102.513548 222.994371 202.334139 139.469971 191.118370 202.231958
456 457 458 459 460 461 462
184.715292 166.918293 93.686475 176.072475 161.571897 61.873879 192.979303
463 464 465 466 467 468 469
192.337510 157.186147 177.726652 147.939384 148.304654 118.184074 71.348477
470 471 472 473 474 475 476
138.598892 146.784714 156.718293 87.448802 153.917647 186.330456 84.744232
477 478 479 480 481 482 483
207.764932 224.570690 196.703355 124.954814 96.660758 203.146283 115.275793
484 485 486 487 488 489 490
165.011038 115.041550 104.502866 189.231985 125.339280 164.899286 190.598086
491 492 493 494 495 496 497
123.270566 219.087527 90.089440 110.178959 217.244111 158.691111 207.564827
498 499 500 501 502 503 504
226.494368 108.473660 135.379217 88.657580 132.186419 121.031505 128.960294
505 506 507 508 509 510 511
212.176246 171.962936 135.259637 61.000501 159.152779 151.604057 92.331975
512 513 514 515 516 517 518
208.617906 60.462084 63.226015 99.697482 90.375640 166.291127 74.541740
519 520 521 522 523 524 525
158.204583 152.300111 91.316002 133.411853 221.355709 166.704083 150.609311
526 527 528 529 530 531 532
45.833611 204.283645 169.251502 216.120812 82.459942 99.249042 78.904234
533 534 535 536 537 538 539
144.369234 199.267823 178.611422 67.611414 99.851587 83.000019 135.281700
540 541 542 543 544 545 546
174.488013 92.358232 104.037549 139.546481 179.149211 161.930908 160.917261
547 548 549 550 551 552 553
140.342853 112.778018 160.254144 69.047868 115.088429 158.228922 73.223831
554 555 556 557 558 559 560
153.114173 92.044263 64.896876 191.741376 79.069703 200.998842 43.381309
561 562 563 564 565 566 567
105.102520 164.329075 57.467337 99.537672 211.037421 163.798941 189.051946
568 569 570 571 572 573 574
86.718002 154.323727 121.463293 53.747303 67.421928 140.504811 79.714322
575 576 577 578 579 580 581
99.540077 145.177971 158.683359 59.848104 128.693278 198.285681 37.339474
582 583 584 585 586 587 588
70.850445 47.264918 76.183318 133.124732 195.906079 204.820101 127.540189
589 590 591 592 593 594 595
199.222052 62.520661 67.220316 84.480137 83.051913 55.883595 172.805656
596 597 598 599 600 601 602
211.624488 200.278059 190.037920 142.259718 59.866276 161.964268 80.207977
603 604 605 606 607 608 609
167.572807 111.608640 53.546859 205.350084 173.070929 212.263605 136.402477
610 611 612 613 614 615 616
90.891401 157.244450 46.867956 158.900758 82.740774 203.608974 191.491505
617 618 619 620 621 622 623
170.949230 159.412216 204.653784 62.172481 55.218789 110.476851 154.547251
624 625 626 627 628 629 630
102.445749 76.729105 198.409902 159.320871 143.597404 133.719378 183.619721
631 632 633 634 635 636 637
208.060790 167.938011 213.526750 86.929682 107.133646 119.624327 166.741567
638 639 640 641 642 643 644
200.658211 82.963272 48.608782 208.234274 140.457446 156.618869 177.616395
645 646 647 648 649 650 651
175.169960 119.873237 188.151953 128.971851 75.512901 168.873431 150.439375
652 653 654 655 656 657 658
126.184803 57.414263 225.624598 198.819887 74.217739 204.005907 156.906970
659 660 661 662 663 664 665
109.919483 137.664525 203.592722 114.159885 173.890909 62.549864 171.193875
666 667 668 669 670 671 672
85.895757 123.053612 213.228012 116.951779 72.968977 136.632595 194.945646
673 674 675 676 677 678 679
190.205341 97.509271 208.486343 158.885209 192.998522 121.316735 74.071721
680 681 682 683 684 685 686
201.174494 96.067327 125.009373 188.228628 62.046811 201.929429 70.632321
687 688 689 690 691 692 693
75.935872 223.456795 144.472643 181.287783 169.424985 100.608205 157.605850
694 695 696 697 698 699 700
120.958433 193.998477 224.838705 97.716979 91.836592 199.744257 51.370063
701 702 703 704 705 706 707
146.025286 144.790340 67.479429 157.502388 131.773001 187.217295 105.537334
708 709 710 711 712 713 714
69.658134 212.230433 137.440118 189.187499 196.638044 46.369983 169.955601
715 716 717 718 719 720 721
82.016074 177.784909 203.073783 177.551134 78.090560 61.860747 39.708371
722 723 724 725 726 727 728
170.352314 207.095235 162.735992 181.026075 182.614964 100.205959 85.024521
729 730 731 732 733 734 735
132.426124 116.515773 156.334592 66.537163 174.005998 165.803375 211.250323
736 737 738 739 740 741 742
194.675187 182.290292 104.866983 46.102524 191.494927 104.873908 133.769451
743 744 745 746 747 748 749
163.911541 94.699603 180.326145 228.310024 151.946286 100.300269 174.251007
750 751 752 753 754 755 756
82.931326 174.201652 51.818911 200.948224 196.919305 130.584250 190.307342
757 758 759 760 761 762 763
73.839421 161.377963 153.364316 182.969589 69.473690 219.236403 196.352653
764 765 766 767 768 769 770
125.855474 79.991334 104.097026 168.978376 86.742031 66.240982 100.761387
771 772 773 774 775 776 777
81.254384 160.967417 66.946940 112.461230 174.292796 110.222145 222.455661
778 779 780 781 782 783 784
197.180577 69.997688 152.257596 106.446376 178.564160 174.943723 216.757497
785 786 787 788 789 790 791
143.144297 165.431609 65.320626 71.501949 73.824985 94.381381 117.230622
792 793 794 795 796 797 798
95.173120 29.837196 154.465865 149.838478 128.405982 204.381408 96.805604
799 800 801 802 803 804 805
168.918005 104.294808 88.026722 186.517024 98.575709 159.795890 99.901819
806 807 808 809 810 811 812
100.243614 77.503380 125.406104 98.780799 72.284379 202.730532 114.960783
813 814 815 816 817 818 819
36.463714 124.083655 180.354381 157.891941 63.357975 49.110962 95.463689
820 821 822 823 824 825 826
193.054332 80.559723 161.744402 163.153873 62.466379 91.482617 59.455992
827 828 829 830 831 832 833
209.322694 202.449323 188.518604 75.745603 140.003436 86.656976 188.819841
834 835 836 837 838 839 840
130.909095 132.310523 199.130584 169.272879 173.379969 194.496780 113.284019
841 842 843 844 845 846 847
74.059956 48.679935 186.999588 203.690960 56.335875 113.187572 188.989112
848 849 850 851 852 853 854
107.808803 132.126311 93.957095 133.334767 116.372837 105.773356 40.165426
855 856 857 858 859 860 861
189.692267 204.427245 160.659458 85.278681 84.581125 37.541612 202.369676
862 863 864 865 866 867 868
199.525294 212.694427 124.386434 216.114920 57.959410 109.912158 98.151297
869 870 871 872 873 874 875
134.789059 154.729262 173.597800 167.331926 181.622992 126.974788 221.256000
876 877 878 879 880 881 882
176.993261 141.149274 141.596583 195.566828 173.985937 100.723939 66.407605
883 884 885 886 887 888 889
76.501151 62.970313 95.174156 91.490233 145.937340 107.953211 76.020353
890 891 892 893 894 895 896
81.065123 83.157044 97.109009 147.263945 175.161270 76.921805 150.420856
897 898 899 900 901 902 903
203.440013 60.422400 76.061302 44.861751 104.232265 61.361215 186.004266
904 905 906 907 908 909 910
46.045216 178.690730 226.466844 191.513348 201.507430 191.562764 117.535805
911 912 913 914 915 916 917
79.013537 89.033230 198.810832 64.884526 108.968489 166.808153 111.912939
918 919 920 921 922 923 924
139.399485 110.606323 87.191389 93.542115 165.443478 174.701598 168.736121
925 926 927 928 929 930 931
32.933269 72.227629 174.470804 176.736004 79.416059 83.160278 87.884225
932 933 934 935 936 937 938
45.134897 44.772845 100.471135 167.133566 91.355005 167.310030 195.496593
939 940 941 942 943 944 945
122.219587 139.382186 144.582737 157.725339 81.581123 204.516893 220.136859
946 947 948 949 950 951 952
188.668949 88.453250 77.451811 143.707967 166.970751 67.316404 176.072679
953 954 955 956 957 958 959
120.219184 81.584794 194.378710 138.494486 169.444310 63.024080 139.886602
960 961 962 963 964 965 966
138.023196 72.932770 177.056937 86.922120 107.045981 130.919795 200.815304
967 968 969 970 971 972 973
199.862094 168.947718 100.349519 148.532354 81.330123 182.757189 205.333597
974 975 976 977 978 979 980
79.051558 84.879896 119.323487 116.803316 95.330853 78.752651 175.292723
981 982 983 984 985 986 987
84.629106 108.431136 94.410444 181.678830 193.448845 5.669665 197.569987
988 989 990 991 992 993 994
144.048377 89.190216 203.084219 109.164292 130.647863 120.296435 101.847239
995 996 997 998 999 1000 1001
176.778651 221.341796 55.762732 143.500687 105.829410 196.706132 147.427113
1002 1003 1004 1005 1006 1007 1008
211.386649 134.584592 179.750307 164.360137 84.124265 84.678033 88.182566
1009 1010 1011 1012 1013 1014 1015
189.727839 201.606350 58.317640 115.168864 142.633850 79.081532 179.645648
1016 1017 1018 1019 1020 1021 1022
194.371454 179.161757 71.246909 167.099799 61.024183 199.503601 157.940916
1023 1024 1025 1026 1027 1028 1029
182.722091 184.174005 208.684109 108.752506 56.508100 163.498711 117.200705
1030 1031 1032 1033 1034 1035 1036
114.264960 142.321416 60.151942 119.096193 74.633593 200.287870 181.381351
1037 1038 1039 1040 1041 1042 1043
168.079430 95.869684 74.104674 186.260945 153.044388 106.113108 123.001760
1044 1045 1046 1047 1048 1049 1050
91.019653 106.281748 95.234905 113.478673 120.279533 67.824139 87.100904
1051 1052 1053 1054 1055 1056 1057
101.886621 146.252981 82.829654 170.556377 176.333942 186.760883 171.104237
1058 1059 1060 1061 1062 1063 1064
147.261247 113.822377 113.484129 139.426053 85.576552 76.804294 131.152676
1065 1066 1067 1068 1069 1070 1071
66.433632 88.417755 78.559972 101.821849 190.130003 112.673489 50.621008
1072 1073 1074 1075 1076 1077 1078
197.516587 198.510342 109.983371 191.374671 170.009326 69.042830 69.614590
1079 1080 1081 1082 1083 1084 1085
104.675763 88.570883 107.212480 214.415845 81.597734 100.552795 201.481530
1086 1087 1088 1089 1090 1091 1092
181.971078 75.757208 147.262364 75.763616 185.530465 81.421776 187.765359
1093 1094 1095 1096 1097 1098 1099
201.200888 187.658377 88.157919 36.916835 208.137159 186.960818 98.729326
1100 1101 1102 1103 1104 1105 1106
34.252121 164.694818 204.904218 205.595758 143.661972 128.616484 178.778866
1107 1108 1109 1110 1111 1112 1113
97.968137 218.557996 168.063402 75.872834 181.333901 225.744318 53.262568
1114 1115 1116 1117 1118 1119 1120
175.311648 167.300440 42.354115 143.540608 76.845505 116.443845 173.430264
1121 1122 1123 1124 1125 1126 1127
178.945286 98.301669 69.624452 45.869112 67.807713 182.549174 186.262400
1128 1129 1130 1131 1132 1133 1134
158.953924 135.108702 92.305377 211.243345 197.542556 140.001344 171.681512
1135 1136 1137 1138 1139 1140 1141
71.542139 212.379718 189.587797 214.862968 225.092231 108.211060 92.937650
1142 1143 1144 1145 1146 1147 1148
186.176104 97.805377 199.311606 85.940151 90.075795 101.104681 124.586936
1149 1150 1151 1152 1153 1154 1155
175.115901 155.482846 91.939876 122.653419 78.277115 181.842314 161.070361
1156 1157 1158 1159 1160 1161 1162
137.280632 183.910456 68.630575 165.969257 137.276853 68.346001 58.046871
1163 1164 1165 1166 1167 1168 1169
173.604617 190.336112 120.741005 109.621030 68.544873 142.186118 201.388274
1170 1171 1172 1173 1174 1175 1176
133.294903 101.895160 104.493486 100.843863 216.629718 130.675703 122.320571
1177 1178 1179 1180 1181 1182 1183
97.907637 198.304313 184.619038 155.689407 88.650137 207.680165 172.911571
1184 1185 1186 1187 1188 1189 1190
149.867697 163.567807 117.521777 180.482867 61.653228 201.500056 222.336281
1191 1192 1193 1194 1195 1196 1197
175.795708 149.002254 86.178076 213.771771 46.882238 43.571416 45.475798
1198 1199 1200 1201 1202 1203 1204
163.618402 223.292424 82.638571 185.282147 91.899695 90.614070 212.466982
1205 1206 1207 1208 1209 1210 1211
173.774454 52.405873 94.419001 208.399470 196.109203 199.943306 206.669052
1212 1213 1214 1215 1216 1217 1218
181.064980 201.185754 98.789510 195.341706 188.273409 87.983618 168.840199
1219 1220 1221 1222 1223 1224 1225
149.377971 144.583454 188.389739 71.771427 169.821421 82.902182 145.761876
1226 1227 1228 1229 1230 1231 1232
158.821844 103.264694 131.449108 192.654804 123.327750 90.624165 142.373646
1233 1234 1235 1236 1237 1238 1239
71.700780 32.596709 120.872267 157.199243 53.097243 200.373495 102.066356
1240 1241 1242 1243 1244 1245 1246
87.237448 198.573781 136.673978 108.100228 85.696650 104.648201 177.320546
1247 1248 1249 1250 1251 1252 1253
33.691664 91.301925 193.677267 100.281206 182.410166 111.496707 137.064232
1254 1255 1256 1257 1258 1259 1260
208.776517 111.231765 150.876747 82.215250 160.442185 81.989533 120.183698
1261 1262 1263 1264 1265 1266 1267
116.098332 211.953309 96.013283 87.691719 174.810306 177.970381 101.480484
1268 1269 1270 1271 1272 1273 1274
66.930790 145.933171 208.026768 52.094517 145.571945 163.891521 137.113311
1275 1276 1277 1278 1279 1280 1281
68.743854 161.536998 193.300194 165.261257 79.458881 200.229935 137.864188
1282 1283 1284 1285 1286 1287 1288
145.797333 177.089532 128.916650 181.993064 88.010348 193.018358 147.279549
1289 1290 1291 1292 1293 1294 1295
163.251124 86.518662 67.015286 84.738546 69.979022 106.128768 89.873802
1296 1297 1298 1299 1300 1301 1302
157.279290 69.113430 193.693494 105.411087 69.646039 126.868912 48.174578
1303 1304 1305 1306 1307 1308 1309
169.669861 200.179390 120.652572 166.684659 206.729724 78.152025 68.597304
1310 1311 1312 1313 1314 1315 1316
131.399471 93.540622 59.317974 86.173128 188.949791 143.313095 171.607014
1317 1318 1319 1320 1321 1322 1323
112.516733 125.353547 63.083542 205.498844 88.889174 201.697613 58.284207
1324 1325 1326 1327 1328 1329 1330
156.715387 107.173499 82.857308 198.563219 144.938384 94.032143 34.799194
1331 1332 1333 1334 1335 1336 1337
85.155991 163.285127 174.230249 185.805787 119.108222 201.128326 140.877520
1338 1339 1340 1341 1342 1343 1344
100.588327 180.088104 116.510452 92.310846 135.634070 66.503739 91.410977
1345 1346 1347 1348 1349 1350 1351
128.551000 57.433487 199.890791 104.938108 87.537665 156.322225 123.745619
1352 1353 1354 1355 1356 1357 1358
82.678468 154.645231 85.881526 47.193384 135.690253 104.723289 168.603516
1359 1360 1361 1362 1363 1364 1365
195.383593 170.582603 157.670887 126.363966 150.592552 118.861512 59.198704
1366 1367 1368 1369 1370 1371 1372
170.549461 80.117675 178.651193 104.447937 175.092856 125.339201 183.047335
1373 1374 1375 1376 1377 1378 1379
69.665184 185.661768 203.983697 57.165874 185.633682 201.372203 48.157387
1380 1381 1382 1383 1384 1385 1386
101.108493 159.325533 64.007140 39.131189 73.587198 169.627803 174.107703
1387 1388 1389 1390 1391 1392 1393
131.570848 103.927543 79.491512 203.886980 154.277148 77.212934 77.127266
1394 1395 1396 1397 1398 1399 1400
70.619320 172.235682 142.595443 41.444241 209.621590 201.011986 84.967487
1401 1402 1403 1404 1405 1406 1407
151.296683 70.290784 119.779398 135.675612 169.599977 179.904470 83.716752
1408 1409 1410 1411 1412 1413 1414
199.366945 211.615519 86.844553 90.617470 209.096343 155.878405 93.472092
1415 1416 1417 1418 1419 1420 1421
174.999172 162.022278 163.656785 115.670410 135.863798 204.323429 130.030872
1422 1423 1424 1425 1426 1427 1428
89.901511 192.994016 195.387056 97.871481 124.585040 189.760967 94.675750
1429 1430 1431 1432 1433 1434 1435
190.711183 102.683745 145.322800 55.342223 49.061457 91.465233 160.440133
1436 1437 1438 1439 1440 1441 1442
170.933947 86.919663 108.155212 111.847290 152.022760 90.461462 80.856789
1443 1444 1445 1446 1447 1448 1449
87.501045 180.264643 111.491631 108.551810 80.439583 152.287988 194.002885
1450 1451 1452 1453 1454 1455 1456
104.120478 120.527524 71.385193 106.096310 223.959845 149.212358 84.087326
1457 1458 1459 1460 1461 1462 1463
70.518090 73.617951 122.654160 91.652112 78.874808 169.935021 45.379883
1464 1465 1466 1467 1468 1469 1470
113.819742 201.045051 209.290731 112.119719 132.304107 207.256899 74.933613
1471 1472 1473 1474 1475 1476 1477
186.725976 53.885355 230.931181 61.871324 60.091980 29.600066 130.343018
1478 1479 1480 1481 1482 1483 1484
93.148549 228.665871 104.260444 90.344790 223.128308 63.810098 157.376891
1485 1486 1487 1488 1489 1490 1491
183.259448 175.008409 68.491477 67.120044 46.734922 61.288562 119.879626
1492 1493 1494 1495 1496 1497 1498
152.871386 173.569655 191.349503 181.233838 126.676357 185.484070 82.463951
1499 1500 1501 1502 1503 1504 1505
95.272320 105.767566 190.779041 164.434607 71.475403 119.272542 167.762006
1506 1507 1508 1509 1510 1511 1512
197.539738 114.556747 57.541674 139.393610 104.472728 47.739345 128.439454
1513 1514 1515 1516 1517 1518 1519
163.124466 109.081250 109.661884 236.660040 99.155682 93.046648 219.811437
1520 1521 1522 1523 1524 1525 1526
145.918763 88.503907 118.065156 82.344021 106.363317 114.065056 57.797543
1527 1528 1529 1530 1531 1532 1533
64.997099 73.161034 90.114711 201.569056 167.202627 185.209970 114.829381
1534 1535 1536 1537 1538 1539 1540
197.390112 174.912039 193.356001 83.470636 88.903685 148.980677 100.200926
1541 1542 1543 1544 1545 1546 1547
157.953572 158.666153 74.197542 175.300679 69.767191 86.282280 112.135033
1548 1549 1550 1551 1552 1553 1554
87.954076 196.858347 170.598940 166.383121 89.547182 163.455846 129.027225
1555 1556 1557 1558 1559 1560 1561
167.984267 94.321965 132.452036 119.340631 100.768429 137.187988 178.066110
1562 1563 1564 1565 1566 1567 1568
97.606820 132.467951 66.139164 90.676557 148.619722 85.493396 131.203678
1569 1570 1571 1572 1573 1574 1575
144.850752 54.448884 218.414630 118.022835 59.963357 196.921316 194.819476
1576 1577 1578 1579 1580 1581 1582
58.563465 166.321231 117.281376 128.441862 113.822421 92.962876 210.389457
1583 1584 1585 1586 1587 1588 1589
162.427952 172.906934 108.822866 156.326826 175.712297 168.115477 63.283066
1590 1591 1592 1593 1594 1595 1596
68.431147 79.246014 237.742232 96.678130 187.121243 71.675405 88.335013
1597 1598 1599 1600 1601 1602 1603
109.038673 71.431665 128.367953 56.986998 93.713580 140.146334 154.416841
1604 1605 1606 1607 1608 1609 1610
116.208782 93.517312 171.265637 151.670500 134.289872 93.704230 119.437285
1611 1612 1613 1614 1615 1616 1617
116.840650 145.479436 69.452750 207.505292 165.110514 139.266710 176.592911
1618 1619 1620 1621 1622 1623 1624
157.988266 176.809946 84.837209 82.860466 187.856701 146.672793 120.533270
1625 1626 1627 1628 1629 1630 1631
74.528286 189.406967 171.014317 49.168317 171.911999 182.662430 90.961089
1632 1633 1634 1635 1636 1637 1638
79.352706 60.466321 243.338918 181.743079 150.136435 179.346850 128.275541
1639 1640 1641 1642 1643 1644 1645
200.619141 43.378262 218.964925 168.734565 67.453274 153.927234 74.969345
1646 1647 1648 1649 1650 1651 1652
111.396955 163.212580 132.575644 154.751248 109.716255 163.106385 89.398556
1653 1654 1655 1656 1657 1658 1659
157.893329 99.915927 67.372808 74.614575 76.072259 157.074519 205.244282
1660 1661 1662 1663 1664 1665 1666
173.539700 118.543837 226.603757 153.040420 226.196786 33.739995 163.902553
1667 1668 1669 1670 1671 1672 1673
217.684452 83.790839 88.910346 94.997625 150.783147 44.191878 210.329963
1674 1675 1676 1677 1678 1679 1680
76.992787 69.497379 103.420310 67.788825 169.222633 63.242012 215.521561
1681 1682 1683 1684 1685 1686 1687
119.217458 180.812637 158.282989 155.498762 72.496629 106.855393 217.400836
1688 1689 1690 1691 1692 1693 1694
129.973284 161.424617 100.973183 143.776797 56.922684 120.525027 92.909333
1695 1696 1697 1698 1699 1700 1701
126.339934 135.380135 137.185367 165.071423 149.406871 147.506034 78.728321
1702 1703 1704 1705 1706 1707 1708
113.337951 59.291355 181.331622 174.281017 87.127257 117.302586 205.246494
1709 1710 1711 1712 1713 1714 1715
203.320721 58.176502 187.228304 190.073850 69.480799 143.054795 194.110199
1716 1717 1718 1719 1720 1721 1722
91.225032 108.312687 157.241598 163.049485 173.758693 199.447790 67.491981
1723 1724 1725 1726 1727 1728 1729
154.612783 93.469986 71.886413 103.832351 79.482027 111.499893 206.547208
1730 1731 1732 1733 1734 1735 1736
120.225880 128.318925 186.666071 109.059106 109.401736 135.785309 146.893513
1737 1738 1739 1740 1741 1742 1743
170.292543 83.297870 152.768810 157.632765 207.884346 66.504415 83.543649
1744 1745 1746 1747 1748 1749 1750
84.762940 202.072342 106.745044 66.503414 120.446664 202.263167 107.041164
1751 1752 1753 1754 1755 1756 1757
71.527139 208.386749 82.012784 205.686502 117.415396 104.913284 161.313006
1758 1759 1760 1761 1762 1763 1764
149.483315 189.815562 176.357207 62.369142 78.911954 197.844095 59.778962
1765 1766 1767 1768 1769 1770 1771
107.402808 84.146700 99.004329 112.964915 100.552225 111.275307 145.429475
1772 1773 1774 1775 1776 1777 1778
122.111643 189.058915 159.745127 157.243193 195.119843 113.505278 128.223724
1779 1780 1781 1782 1783 1784 1785
87.823785 211.630862 178.980763 77.940566 160.708964 98.018338 68.410439
1786 1787 1788 1789 1790 1791 1792
110.622062 189.589438 70.773095 215.464977 81.481916 190.098823 136.695934
1793 1794 1795 1796 1797 1798 1799
69.608810 89.698149 47.323485 79.645400 99.668324 208.265737 97.897375
1800 1801 1802 1803 1804 1805 1806
69.976334 175.647998 126.937072 225.209865 101.137481 172.016343 124.053470
1807 1808 1809 1810 1811 1812 1813
171.743139 169.782760 53.618084 215.470937 83.178553 212.749375 180.528980
1814 1815 1816 1817 1818 1819 1820
63.508945 123.869319 116.275604 192.502511 81.196108 73.215114 101.253300
1821 1822 1823 1824 1825 1826 1827
176.300820 109.549672 81.155325 163.919495 68.349446 63.492059 147.371908
1828 1829 1830 1831 1832 1833 1834
198.740860 189.946599 109.662674 203.245366 178.169253 138.588580 74.820411
1835 1836 1837 1838 1839 1840 1841
150.978360 155.444905 201.859273 76.824978 186.561616 145.898397 143.190794
1842 1843 1844 1845 1846 1847 1848
146.968752 62.948183 198.540364 157.182219 157.640390 102.879362 223.739394
1849 1850 1851 1852 1853 1854 1855
150.445230 192.329789 190.092638 89.970872 95.588811 179.275219 181.651984
1856 1857 1858 1859 1860 1861 1862
174.547979 189.710419 137.481312 153.382092 89.376153 128.261882 210.234292
1863 1864 1865 1866 1867 1868 1869
155.433635 177.134466 88.844945 75.139055 144.685924 109.012173 118.616324
1870 1871 1872 1873 1874 1875 1876
194.153214 122.926352 158.963625 200.795324 123.531865 193.836321 155.228275
1877 1878 1879 1880 1881 1882 1883
106.240242 87.361415 195.822564 176.197118 190.580388 202.116163 137.835673
1884 1885 1886 1887 1888 1889 1890
202.445202 167.060420 187.170183 227.355091 105.702733 162.485222 84.943626
1891 1892 1893 1894 1895 1896 1897
85.238736 163.993646 207.154765 43.101224 202.105949 117.249074 102.907286
1898 1899 1900 1901 1902 1903 1904
123.376741 99.606526 102.474114 209.333282 111.823900 90.111123 173.815901
1905 1906 1907 1908 1909 1910 1911
157.631585 181.381092 185.383885 139.835000 164.455666 71.625481 53.835861
1912 1913 1914 1915 1916 1917 1918
96.637309 203.699091 47.455568 175.740814 191.013760 208.868734 43.322489
1919 1920 1921 1922 1923 1924 1925
174.406246 136.736585 86.116790 103.199308 62.753493 64.045494 121.093771
1926 1927 1928 1929 1930 1931 1932
116.672851 143.428949 199.670441 153.526635 126.918317 150.869029 103.140477
1933 1934 1935 1936 1937 1938 1939
175.801414 202.953490 169.409415 97.516477 77.172643 111.032282 90.057556
1940 1941 1942 1943 1944 1945 1946
148.805445 191.393846 89.164568 72.173111 143.383930 148.178445 211.703228
1947 1948 1949 1950 1951 1952 1953
77.304193 168.112946 128.964406 101.451222 172.482757 210.858971 197.121547
1954 1955 1956 1957 1958 1959 1960
111.019096 167.632265 60.723047 170.772109 166.550006 105.414426 104.755062
1961 1962 1963 1964 1965 1966 1967
108.575365 67.779684 125.850435 139.755983 218.593506 127.114361 154.204368
1968 1969 1970 1971 1972 1973 1974
146.024077 90.995649 87.023942 61.583427 98.434475 77.367251 94.460254
1975 1976 1977 1978 1979 1980 1981
200.213081 94.534245 213.087851 179.134974 82.758926 60.556165 67.781850
1982 1983 1984 1985 1986 1987 1988
149.482613 90.574641 184.292293 92.748484 150.676222 80.195958 93.598885
1989 1990 1991 1992 1993 1994 1995
155.156489 201.746356 153.035006 131.031197 202.105866 174.709981 96.010796
1996 1997 1998 1999 2000 2001 2002
87.467676 180.927237 88.771054 205.550453 15.999121 146.504880 113.523509
2003 2004 2005 2006 2007 2008 2009
107.742616 84.059705 183.688363 57.037647 108.283776 67.845165 63.656065
2010 2011 2012 2013 2014 2015 2016
63.088391 156.720164 193.252306 182.579669 105.803483 74.228941 201.326053
2017 2018 2019
127.917650 182.589152 145.996364
[1] 104.021088 146.656410 177.847088 94.769546 70.884689 68.488081
[7] 175.151971 164.023514 77.459245 110.231474 127.299353 200.893880
[13] 158.769309 120.309701 195.465715 92.359638 196.992049 88.002613
[19] 212.524641 65.138683 107.686673 146.041997 102.204497 55.683072
[25] 136.441466 142.407476 220.166748 201.912287 200.945041 191.225009
[31] 72.363573 149.647004 122.275857 136.523446 207.835969 115.083974
[37] 188.697448 185.512241 107.561150 72.073607 174.514792 85.192078
[43] 99.807445 158.570376 75.659424 51.384235 74.579754 217.888125
[49] 189.589736 117.803106 104.760712 173.848489 75.902736 116.785301
[55] 178.218264 166.553425 109.392503 85.254279 186.897706 69.101913
[61] 170.211734 166.228070 64.143839 76.600197 185.323276 107.842220
[67] 177.080712 82.706616 158.456213 83.171025 168.016462 131.670098
[73] 142.193471 72.262174 60.132860 206.897532 168.480201 75.390507
[79] 55.975469 142.228253 131.107647 179.704942 116.037194 92.539047
[85] 189.135339 230.167289 65.201605 61.875047 160.611631 195.106171
[91] 198.807299 91.104240 184.943583 51.946709 121.945899 80.154039
[97] 172.597521 112.959857 190.112248 46.840563 48.387863 130.228011
[103] 190.981558 62.398136 110.695128 169.169942 81.240055 89.870466
[109] 72.251367 94.664371 85.551117 210.743981 64.237863 146.017988
[115] 203.190232 102.690650 175.838887 192.247253 61.874999 195.515074
[121] 125.185419 192.497733 82.713836 166.177391 121.399423 198.329729
[127] 191.988374 80.184592 133.575557 197.532961 208.132222 205.247364
[133] 176.684222 59.662604 203.894461 82.068019 72.558562 122.342765
[139] 113.145844 173.277100 52.580191 200.794967 159.773788 55.449271
[145] 149.081341 34.666590 47.726950 79.633549 164.510759 50.013373
[151] 72.934268 140.422026 27.313884 143.226562 65.948266 159.230468
[157] 62.846848 135.903271 141.897238 113.590371 126.835322 81.544162
[163] 71.786329 180.315763 106.197111 74.018341 47.065632 129.980873
[169] 209.657531 163.575591 150.491452 109.686254 91.160301 174.343766
[175] 75.586851 188.806232 94.854088 186.773950 77.768911 67.348244
[181] 176.979448 70.718444 89.425721 89.799047 145.401741 153.370379
[187] 89.743064 48.257987 186.364271 108.919333 165.896463 203.909876
[193] 198.135758 40.821542 68.453973 146.384592 170.510483 95.157986
[199] 116.148135 48.609103 113.414074 163.753041 122.269875 45.146008
[205] 185.509573 41.119647 107.478031 74.682929 53.418878 201.804352
[211] 156.165235 172.975660 183.817943 90.148643 87.159607 102.070014
[217] 73.601937 148.953648 68.957377 179.740103 76.737498 192.842752
[223] 74.353969 74.114710 181.773088 69.088748 160.106227 121.696417
[229] 155.044182 78.300930 152.516868 89.823643 212.293324 151.604547
[235] 179.596200 125.836765 171.923182 93.360987 126.798956 210.016546
[241] 134.798225 212.191668 76.120075 156.611088 167.704757 189.890656
[247] 112.989250 65.046455 126.538482 170.001688 39.431074 74.255015
[253] 57.594225 204.900263 175.952060 47.151372 208.413702 75.988019
[259] 104.378393 140.391583 79.796194 58.474257 97.608764 173.293115
[265] 124.893791 89.869790 78.032640 63.435014 160.331921 116.397542
[271] 177.055760 108.756324 213.064307 105.505649 84.772115 233.538542
[277] 108.496460 179.271347 178.051542 243.770950 130.309274 216.303964
[283] 77.963808 173.774689 90.139717 198.123584 130.345491 42.199006
[289] 106.321882 88.296724 180.017152 142.482546 69.521339 156.411265
[295] 76.717681 169.999588 52.223234 85.113903 68.875565 196.122215
[301] 91.775052 123.336106 62.641531 81.265961 120.787962 62.964688
[307] 164.787654 98.223920 83.275006 202.664907 136.843981 99.501198
[313] 61.162395 61.287029 91.836633 214.841090 90.137018 157.812383
[319] 40.885990 148.882988 192.320090 107.047656 106.145195 87.204894
[325] 84.584789 112.471888 95.636041 66.967718 200.448431 208.431776
[331] 207.613313 64.234165 42.567515 206.184460 177.986295 38.656994
[337] 87.787353 109.734931 175.698542 114.802630 92.018373 70.342024
[343] 186.227455 119.671859 112.515866 65.017882 105.695176 167.621312
[349] 118.837492 97.602328 82.099318 179.867309 176.770895 121.940012
[355] 66.956412 201.200120 197.009731 56.445894 194.413728 76.670941
[361] 104.369070 91.753799 134.219738 158.806591 55.976103 195.522049
[367] 143.722805 69.416200 191.561218 182.352684 184.560522 83.075836
[373] 178.136732 152.290152 79.088588 69.703632 92.114863 97.057511
[379] 200.354797 198.370454 95.539929 173.510955 157.362510 103.967821
[385] 197.969012 80.966112 163.110221 140.360969 165.294883 140.501074
[391] 54.938758 156.705972 107.577158 197.065158 88.138673 134.401726
[397] 67.068237 186.067843 97.978542 102.478891 202.454382 86.415344
[403] 146.009567 129.622160 180.520262 209.054869 124.182871 53.840512
[409] 172.284460 185.401949 202.192079 85.544880 56.276102 119.293831
[415] 168.458700 134.973167 152.043076 158.383773 102.821882 147.839345
[421] 184.518184 73.857382 189.517730 96.447660 181.221189 103.559844
[427] 75.436876 181.938216 99.629168 206.888268 104.575025 216.248759
[433] 54.846426 179.830678 99.415898 130.926732 64.483836 159.833802
[439] 184.194917 158.582092 138.263547 63.823871 102.875632 133.789886
[445] 101.111666 93.285209 71.408906 201.406363 148.660298 102.513528
[451] 222.994357 202.334127 139.469943 191.118341 202.231940 184.715266
[457] 166.918268 93.686441 176.072447 161.571857 61.873842 192.979272
[463] 192.337493 157.186110 177.726637 147.939353 148.304627 118.184044
[469] 71.348452 138.598866 146.784691 156.718270 87.448775 153.917623
[475] 186.330446 84.744194 207.764911 224.570673 196.703321 124.954791
[481] 96.660739 203.146257 115.275763 165.011014 115.041537 104.502836
[487] 189.231945 125.339257 164.899256 190.598056 123.270541 219.087501
[493] 90.089416 110.178934 217.244086 158.691084 207.564797 226.494352
[499] 108.473634 135.379199 88.657545 132.186393 121.031477 128.960270
[505] 212.176217 171.962906 135.259609 61.000475 159.152761 151.604032
[511] 92.331943 208.617876 60.462055 63.225995 99.697461 90.375609
[517] 166.291107 74.541726 158.204555 152.300091 91.315966 133.411825
[523] 221.355685 166.704052 150.609279 45.833575 204.283615 169.251478
[529] 216.120794 82.459922 99.249003 78.904208 144.369197 199.267793
[535] 178.611406 67.611383 99.851568 82.999984 135.281672 174.487993
[541] 92.358211 104.037516 139.546461 179.149185 161.930871 160.917231
[547] 140.342823 112.777991 160.254118 69.047846 115.088399 158.228903
[553] 73.223816 153.114153 92.044240 64.896857 191.741343 79.069683
[559] 200.998811 43.381274 105.102486 164.329054 57.467313 99.537645
[565] 211.037399 163.798902 189.051909 86.717978 154.323706 121.463274
[571] 53.747267 67.421902 140.504790 79.714296 99.540043 145.177943
[577] 158.683333 59.848082 128.693258 198.285650 37.339434 70.850426
[583] 47.264874 76.183291 133.124709 195.906051 204.820072 127.540160
[589] 199.222024 62.520629 67.220288 84.480115 83.051881 55.883569
[595] 172.805640 211.624467 200.278024 190.037898 142.259690 59.866245
[601] 161.964224 80.207951 167.572781 111.608598 53.546831 205.350058
[607] 173.070894 212.263576 136.402448 90.891389 157.244419 46.867921
[613] 158.900721 82.740735 203.608944 191.491471 170.949202 159.412177
[619] 204.653762 62.172447 55.218761 110.476814 154.547223 102.445720
[625] 76.729071 198.409874 159.320854 143.597378 133.719343 183.619694
[631] 208.060776 167.937988 213.526721 86.929653 107.133614 119.624298
[637] 166.741546 200.658184 82.963240 48.608749 208.234246 140.457409
[643] 156.618851 177.616355 175.169931 119.873228 188.151941 128.971832
[649] 75.512874 168.873413 150.439348 126.184786 57.414236 225.624575
[655] 198.819852 74.217704 204.005883 156.906934 109.919459 137.664495
[661] 203.592698 114.159850 173.890880 62.549840 171.193849 85.895727
[667] 123.053587 213.227987 116.951757 72.968959 136.632564 194.945616
[673] 190.205318 97.509234 208.486325 158.885190 192.998492 121.316710
[679] 74.071688 201.174468 96.067297 125.009343 188.228601 62.046788
[685] 201.929399 70.632278 75.935847 223.456774 144.472618 181.287764
[691] 169.424952 100.608190 157.605826 120.958404 193.998440 224.838691
[697] 97.716952 91.836572 199.744237 51.370036 146.025252 144.790304
[703] 67.479406 157.502370 131.772975 187.217264 105.537301 69.658098
[709] 212.230404 137.440103 189.187486 196.638010 46.369955 169.955571
[715] 82.016050 177.784880 203.073752 177.551105 78.090539 61.860715
[721] 39.708331 170.352289 207.095212 162.735970 181.026035 182.614953
[727] 100.205944 85.024507 132.426094 116.515756 156.334575 66.537131
[733] 174.005968 165.803347 211.250300 194.675153 182.290250 104.866944
[739] 46.102495 191.494913 104.873878 133.769424 163.911505 94.699560
[745] 180.326117 228.310010 151.946250 100.300238 174.250990 82.931301
[751] 174.201625 51.818880 200.948195 196.919275 130.584218 190.307305
[757] 73.839389 161.377932 153.364294 182.969565 69.473656 219.236382
[763] 196.352633 125.855458 79.991313 104.096989 168.978364 86.742007
[769] 66.240954 100.761358 81.254358 160.967402 66.946918 112.461209
[775] 174.292770 110.222116 222.455643 197.180542 69.997657 152.257561
[781] 106.446334 178.564123 174.943701 216.757471 143.144268 165.431586
[787] 65.320593 71.501932 73.824966 94.381362 117.230588 95.173096
[793] 29.837159 154.465836 149.838455 128.405957 204.381377 96.805580
[799] 168.917987 104.294780 88.026702 186.516983 98.575680 159.795867
[805] 99.901778 100.243592 77.503353 125.406078 98.780770 72.284348
[811] 202.730498 114.960763 36.463680 124.083626 180.354355 157.891922
[817] 63.357939 49.110934 95.463656 193.054293 80.559692 161.744373
[823] 163.153848 62.466354 91.482591 59.455971 209.322672 202.449307
[829] 188.518584 75.745577 140.003403 86.656947 188.819816 130.909065
[835] 132.310477 199.130552 169.272845 173.379946 194.496756 113.283995
[841] 74.059915 48.679902 186.999556 203.690928 56.335840 113.187537
[847] 188.989090 107.808771 132.126289 93.957061 133.334741 116.372810
[853] 105.773327 40.165387 189.692235 204.427223 160.659427 85.278652
[859] 84.581088 37.541577 202.369663 199.525273 212.694401 124.386410
[865] 216.114896 57.959378 109.912129 98.151269 134.789031 154.729229
[871] 173.597780 167.331893 181.622963 126.974772 221.255976 176.993238
[877] 141.149258 141.596555 195.566791 173.985913 100.723908 66.407580
[883] 76.501115 62.970293 95.174130 91.490203 145.937311 107.953185
[889] 76.020331 81.065102 83.157020 97.108988 147.263923 175.161249
[895] 76.921776 150.420822 203.439996 60.422367 76.061277 44.861721
[901] 104.232234 61.361190 186.004248 46.045187 178.690702 226.466825
[907] 191.513324 201.507403 191.562731 117.535780 79.013511 89.033214
[913] 198.810795 64.884495 108.968463 166.808132 111.912913 139.399460
[919] 110.606307 87.191355 93.542079 165.443462 174.701578 168.736080
[925] 32.933231 72.227603 174.470774 176.735971 79.416018 83.160267
[931] 87.884201 45.134860 44.772812 100.471103 167.133534 91.354978
[937] 167.309997 195.496562 122.219558 139.382160 144.582709 157.725317
[943] 81.581103 204.516866 220.136839 188.668917 88.453232 77.451781
[949] 143.707944 166.970715 67.316372 176.072639 120.219153 81.584781
[955] 194.378680 138.494455 169.444271 63.024055 139.886570 138.023169
[961] 72.932747 177.056900 86.922087 107.045949 130.919761 200.815288
[967] 199.862060 168.947684 100.349493 148.532331 81.330083 182.757166
[973] 205.333577 79.051527 84.879871 119.323455 116.803289 95.330816
[979] 78.752619 175.292698 84.629088 108.431108 94.410424 181.678800
[985] 193.448810 5.669615 197.569959 144.048352 89.190190 203.084194
[991] 109.164263 130.647830 120.296392 101.847204 176.778615 221.341784
[997] 55.762707 143.500658 105.829376 196.706100 147.427086 211.386633
[1003] 134.584581 179.750278 164.360113 84.124241 84.678002 88.182540
[1009] 189.727816 201.606335 58.317615 115.168832 142.633824 79.081501
[1015] 179.645621 194.371427 179.161733 71.246875 167.099784 61.024160
[1021] 199.503567 157.940889 182.722064 184.173973 208.684079 108.752485
[1027] 56.508071 163.498681 117.200692 114.264934 142.321387 60.151906
[1033] 119.096170 74.633564 200.287853 181.381324 168.079415 95.869656
[1039] 74.104653 186.260926 153.044364 106.113080 123.001743 91.019621
[1045] 106.281731 95.234887 113.478643 120.279498 67.824116 87.100884
[1051] 101.886589 146.252959 82.829627 170.556363 176.333919 186.760848
[1057] 171.104216 147.261215 113.822367 113.484103 139.426011 85.576523
[1063] 76.804264 131.152657 66.433614 88.417734 78.559945 101.821819
[1069] 190.129972 112.673461 50.620981 197.516561 198.510314 109.983341
[1075] 191.374637 170.009294 69.042808 69.614567 104.675730 88.570852
[1081] 107.212444 214.415818 81.597709 100.552764 201.481506 181.971042
[1087] 75.757185 147.262338 75.763581 185.530440 81.421749 187.765342
[1093] 201.200861 187.658342 88.157886 36.916800 208.137141 186.960797
[1099] 98.729289 34.252086 164.694786 204.904203 205.595736 143.661947
[1105] 128.616463 178.778823 97.968125 218.557972 168.063378 75.872807
[1111] 181.333871 225.744298 53.262541 175.311632 167.300406 42.354076
[1117] 143.540579 76.845464 116.443830 173.430229 178.945247 98.301649
[1123] 69.624427 45.869075 67.807681 182.549145 186.262364 158.953891
[1129] 135.108670 92.305357 211.243328 197.542529 140.001307 171.681481
[1135] 71.542112 212.379697 189.587784 214.862939 225.092210 108.211027
[1141] 92.937632 186.176073 97.805362 199.311584 85.940133 90.075768
[1147] 101.104640 124.586912 175.115880 155.482820 91.939839 122.653393
[1153] 78.277093 181.842290 161.070341 137.280612 183.910425 68.630544
[1159] 165.969225 137.276827 68.345966 58.046846 173.604597 190.336076
[1165] 120.740990 109.620999 68.544842 142.186088 201.388252 133.294863
[1171] 101.895136 104.493458 100.843824 216.629700 130.675668 122.320535
[1177] 97.907627 198.304284 184.619016 155.689385 88.650124 207.680156
[1183] 172.911536 149.867675 163.567779 117.521755 180.482831 61.653190
[1189] 201.500022 222.336257 175.795667 149.002229 86.178052 213.771750
[1195] 46.882206 43.571380 45.475766 163.618377 223.292407 82.638536
[1201] 185.282119 91.899663 90.614039 212.466958 173.774431 52.405848
[1207] 94.418989 208.399455 196.109184 199.943285 206.669029 181.064962
[1213] 201.185740 98.789481 195.341672 188.273382 87.983602 168.840170
[1219] 149.377943 144.583429 188.389714 71.771381 169.821383 82.902163
[1225] 145.761849 158.821810 103.264668 131.449075 192.654766 123.327727
[1231] 90.624132 142.373631 71.700750 32.596672 120.872241 157.199209
[1237] 53.097215 200.373467 102.066337 87.237420 198.573751 136.673950
[1243] 108.100194 85.696635 104.648171 177.320518 33.691625 91.301909
[1249] 193.677243 100.281177 182.410148 111.496677 137.064204 208.776489
[1255] 111.231729 150.876720 82.215219 160.442162 81.989506 120.183667
[1261] 116.098303 211.953282 96.013257 87.691702 174.810284 177.970354
[1267] 101.480459 66.930753 145.933137 208.026749 52.094487 145.571920
[1273] 163.891497 137.113295 68.743813 161.536978 193.300160 165.261224
[1279] 79.458856 200.229905 137.864158 145.797307 177.089506 128.916627
[1285] 181.993050 88.010328 193.018338 147.279522 163.251093 86.518638
[1291] 67.015259 84.738518 69.978994 106.128745 89.873760 157.279274
[1297] 69.113401 193.693463 105.411048 69.646016 126.868890 48.174543
[1303] 169.669830 200.179368 120.652542 166.684636 206.729701 78.151995
[1309] 68.597272 131.399456 93.540587 59.317947 86.173104 188.949757
[1315] 143.313072 171.606986 112.516700 125.353514 63.083503 205.498814
[1321] 88.889135 201.697594 58.284173 156.715363 107.173465 82.857283
[1327] 198.563195 144.938356 94.032125 34.799151 85.155958 163.285074
[1333] 174.230214 185.805766 119.108191 201.128305 140.877481 100.588293
[1339] 180.088072 116.510431 92.310811 135.634038 66.503709 91.410938
[1345] 128.550978 57.433455 199.890773 104.938080 87.537636 156.322178
[1351] 123.745584 82.678449 154.645209 85.881501 47.193351 135.690229
[1357] 104.723271 168.603491 195.383569 170.582568 157.670859 126.363949
[1363] 150.592539 118.861489 59.198665 170.549437 80.117645 178.651170
[1369] 104.447910 175.092830 125.339178 183.047306 69.665161 185.661734
[1375] 203.983669 57.165843 185.633651 201.372178 48.157356 101.108469
[1381] 159.325501 64.007114 39.131157 73.587156 169.627776 174.107667
[1387] 131.570809 103.927520 79.491485 203.886953 154.277129 77.212908
[1393] 77.127223 70.619286 172.235646 142.595416 41.444206 209.621571
[1399] 201.011961 84.967449 151.296656 70.290760 119.779370 135.675584
[1405] 169.599947 179.904441 83.716726 199.366909 211.615489 86.844528
[1411] 90.617456 209.096319 155.878382 93.472054 174.999138 162.022258
[1417] 163.656752 115.670391 135.863778 204.323397 130.030849 89.901489
[1423] 192.993989 195.387027 97.871452 124.585018 189.760933 94.675728
[1429] 190.711147 102.683709 145.322781 55.342188 49.061425 91.465199
[1435] 160.440092 170.933914 86.919631 108.155186 111.847254 152.022748
[1441] 90.461437 80.856757 87.501019 180.264606 111.491594 108.551775
[1447] 80.439549 152.287964 194.002852 104.120450 120.527506 71.385172
[1453] 106.096272 223.959821 149.212338 84.087310 70.518072 73.617921
[1459] 122.654131 91.652100 78.874775 169.934998 45.379849 113.819717
[1465] 201.045018 209.290715 112.119694 132.304087 207.256867 74.933581
[1471] 186.725947 53.885328 230.931169 61.871293 60.091952 29.600030
[1477] 130.342999 93.148525 228.665852 104.260419 90.344767 223.128284
[1483] 63.810077 157.376865 183.259426 175.008386 68.491456 67.120018
[1489] 46.734891 61.288523 119.879599 152.871364 173.569638 191.349478
[1495] 181.233793 126.676329 185.484060 82.463926 95.272288 105.767530
[1501] 190.779010 164.434589 71.475383 119.272517 167.761977 197.539713
[1507] 114.556721 57.541645 139.393592 104.472693 47.739310 128.439425
[1513] 163.124435 109.081215 109.661866 236.660022 99.155665 93.046627
[1519] 219.811419 145.918739 88.503875 118.065125 82.343983 106.363287
[1525] 114.065027 57.797518 64.997077 73.161013 90.114680 201.569035
[1531] 167.202599 185.209932 114.829358 197.390087 174.912019 193.355964
[1537] 83.470611 88.903666 148.980655 100.200887 157.953545 158.666130
[1543] 74.197522 175.300647 69.767165 86.282240 112.135011 87.954048
[1549] 196.858321 170.598901 166.383092 89.547141 163.455817 129.027198
[1555] 167.984243 94.321937 132.452008 119.340599 100.768393 137.187956
[1561] 178.066075 97.606780 132.467933 66.139140 90.676522 148.619696
[1567] 85.493378 131.203640 144.850729 54.448857 218.414605 118.022803
[1573] 59.963324 196.921280 194.819445 58.563441 166.321207 117.281344
[1579] 128.441844 113.822394 92.962860 210.389427 162.427930 172.906902
[1585] 108.822846 156.326804 175.712271 168.115462 63.283041 68.431111
[1591] 79.245983 237.742215 96.678109 187.121221 71.675377 88.334988
[1597] 109.038649 71.431635 128.367915 56.986974 93.713549 140.146301
[1603] 154.416818 116.208754 93.517293 171.265611 151.670473 134.289844
[1609] 93.704187 119.437261 116.840634 145.479407 69.452717 207.505260
[1615] 165.110498 139.266681 176.592899 157.988249 176.809922 84.837186
[1621] 82.860444 187.856671 146.672770 120.533240 74.528264 189.406938
[1627] 171.014292 49.168289 171.911970 182.662403 90.961064 79.352672
[1633] 60.466293 243.338905 181.743043 150.136408 179.346823 128.275514
[1639] 200.619113 43.378229 218.964901 168.734553 67.453233 153.927204
[1645] 74.969319 111.396937 163.212557 132.575610 154.751223 109.716218
[1651] 163.106357 89.398537 157.893298 99.915898 67.372771 74.614552
[1657] 76.072235 157.074489 205.244252 173.539673 118.543805 226.603739
[1663] 153.040389 226.196771 33.739960 163.902531 217.684425 83.790810
[1669] 88.910315 94.997588 150.783119 44.191847 210.329934 76.992764
[1675] 69.497357 103.420270 67.788797 169.222608 63.241991 215.521533
[1681] 119.217425 180.812606 158.282954 155.498728 72.496595 106.855373
[1687] 217.400809 129.973264 161.424585 100.973151 143.776768 56.922655
[1693] 120.525009 92.909310 126.339906 135.380117 137.185337 165.071385
[1699] 149.406829 147.505995 78.728298 113.337916 59.291332 181.331600
[1705] 174.280997 87.127222 117.302559 205.246470 203.320704 58.176473
[1711] 187.228271 190.073834 69.480781 143.054763 194.110172 91.225003
[1717] 108.312662 157.241570 163.049451 173.758674 199.447772 67.491950
[1723] 154.612761 93.469970 71.886390 103.832334 79.481995 111.499860
[1729] 206.547177 120.225848 128.318894 186.666041 109.059083 109.401713
[1735] 135.785278 146.893477 170.292507 83.297856 152.768786 157.632732
[1741] 207.884318 66.504394 83.543622 84.762911 202.072312 106.745027
[1747] 66.503389 120.446632 202.263138 107.041137 71.527122 208.386720
[1753] 82.012762 205.686472 117.415363 104.913261 161.312982 149.483290
[1759] 189.815538 176.357179 62.369106 78.911934 197.844063 59.778940
[1765] 107.402792 84.146679 99.004299 112.964887 100.552198 111.275285
[1771] 145.429432 122.111607 189.058890 159.745106 157.243170 195.119807
[1777] 113.505255 128.223692 87.823773 211.630838 178.980742 77.940541
[1783] 160.708945 98.018301 68.410421 110.622037 189.589420 70.773075
[1789] 215.464950 81.481888 190.098793 136.695904 69.608782 89.698127
[1795] 47.323456 79.645371 99.668306 208.265706 97.897340 69.976318
[1801] 175.647969 126.937047 225.209847 101.137454 172.016318 124.053443
[1807] 171.743112 169.782737 53.618053 215.470916 83.178515 212.749350
[1813] 180.528946 63.508921 123.869292 116.275570 192.502489 81.196079
[1819] 73.215087 101.253290 176.300798 109.549645 81.155294 163.919469
[1825] 68.349416 63.492027 147.371883 198.740830 189.946579 109.662633
[1831] 203.245339 178.169227 138.588559 74.820383 150.978330 155.444877
[1837] 201.859240 76.824959 186.561586 145.898363 143.190777 146.968720
[1843] 62.948162 198.540331 157.182186 157.640348 102.879324 223.739371
[1849] 150.445207 192.329756 190.092612 89.970861 95.588780 179.275196
[1855] 181.651952 174.547948 189.710386 137.481280 153.382084 89.376130
[1861] 128.261857 210.234264 155.433614 177.134446 88.844901 75.139027
[1867] 144.685887 109.012145 118.616301 194.153185 122.926329 158.963609
[1873] 200.795295 123.531845 193.836293 155.228246 106.240218 87.361382
[1879] 195.822537 176.197085 190.580364 202.116136 137.835654 202.445188
[1885] 167.060385 187.170159 227.355080 105.702698 162.485192 84.943592
[1891] 85.238715 163.993612 207.154740 43.101192 202.105932 117.249051
[1897] 102.907265 123.376717 99.606505 102.474088 209.333259 111.823871
[1903] 90.111089 173.815863 157.631561 181.381057 185.383866 139.834974
[1909] 164.455636 71.625452 53.835828 96.637281 203.699079 47.455535
[1915] 175.740775 191.013722 208.868704 43.322458 174.406231 136.736557
[1921] 86.116768 103.199278 62.753471 64.045472 121.093751 116.672825
[1927] 143.428939 199.670414 153.526608 126.918288 150.868993 103.140459
[1933] 175.801390 202.953459 169.409397 97.516448 77.172620 111.032248
[1939] 90.057520 148.805413 191.393812 89.164540 72.173089 143.383902
[1945] 148.178423 211.703206 77.304163 168.112929 128.964372 101.451194
[1951] 172.482733 210.858943 197.121519 111.019064 167.632233 60.723021
[1957] 170.772076 166.549976 105.414387 104.755038 108.575338 67.779656
[1963] 125.850397 139.755951 218.593480 127.114334 154.204341 146.024043
[1969] 90.995623 87.023925 61.583403 98.434433 77.367230 94.460218
[1975] 200.213056 94.534217 213.087825 179.134939 82.758895 60.556121
[1981] 67.781829 149.482575 90.574608 184.292265 92.748465 150.676186
[1987] 80.195938 93.598852 155.156465 201.746335 153.034982 131.031162
[1993] 202.105850 174.709966 96.010769 87.467631 180.927222 88.771028
[1999] 205.550426 15.999077 146.504847 113.523482 107.742599 84.059662
[2005] 183.688346 57.037617 108.283740 67.845118 63.656032 63.088363
[2011] 156.720143 193.252278 182.579652 105.803438 74.228927 201.326029
[2017] 127.917624 182.589141 145.996348
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