sim_widen widens a symmetric melted matrix.
sim_wider(sim_df, annotation_column, primary_key_column)data.frame with melted similarity matrix.
character string specifying the column in sim_df
to use to annotate rows and columns
character string specifying the column in sim_df
to use to uniquely identify rows and columns
data.frame of widened similarity matrix, with some attributes.
suppressMessages(suppressWarnings(library(magrittr)))
population <- tibble::tibble(
Metadata_group = sample(c("a", "b", "c", "d"), 100, replace = TRUE),
x1 = rnorm(100),
x2 = rnorm(100),
x3 = rnorm(100),
x4 = rnorm(100),
x5 = rnorm(100)
)
population$Metadata_id <- seq(nrow(population))
metadata <- matric::get_annotation(population)
annotation_cols <- c("Metadata_group", "Metadata_id")
sim_df <- matric::sim_calculate(population, method = "pearson")
row_metadata <- attr(sim_df, "row_metadata")
sim_df <- matric::sim_annotate(sim_df, row_metadata, annotation_cols)
annotation_column <- "Metadata_group"
primary_key_column <- "Metadata_id"
res <- matric::sim_wider(sim_df, annotation_column, primary_key_column)
res
#> a:1 c:2 a:3 a:4 a:5
#> a:1 NA 0.573713383 -0.10922166 0.506612719 -0.608244481
#> c:2 0.573713383 NA 0.27963375 0.400278875 -0.551027424
#> a:3 -0.109221656 0.279633755 NA -0.759125759 -0.090733452
#> a:4 0.506612719 0.400278875 -0.75912576 NA -0.196008653
#> a:5 -0.608244481 -0.551027424 -0.09073345 -0.196008653 NA
#> a:6 -0.324620720 0.301985531 0.71333433 -0.555594533 -0.399052685
#> b:7 -0.137308086 -0.879894700 -0.39366692 -0.220258705 0.207185076
#> d:8 0.434721249 0.747003352 0.57109246 0.027360626 -0.041705263
#> b:9 -0.742226082 0.002915191 0.52167774 -0.555774110 0.052993959
#> b:10 0.675421002 0.790508732 0.26529211 0.216828381 -0.938895874
#> b:11 -0.308237067 -0.027833635 0.63225515 -0.527706236 0.658556971
#> c:12 -0.292257800 0.207966432 0.96343593 -0.755418294 0.148526526
#> b:13 -0.460860057 -0.507168090 -0.82796846 0.432139801 0.407463344
#> c:14 -0.706604185 -0.943957211 0.03476362 -0.668592177 0.543355980
#> d:15 0.043824359 -0.596303340 0.25366721 -0.632410168 0.029639299
#> b:16 0.189081988 0.881502758 0.14594228 0.447294404 -0.258726044
#> d:17 0.745706961 -0.106649824 -0.23330706 0.179113643 -0.291395662
#> b:18 -0.251178450 0.318047892 -0.44604047 0.611647469 0.066130292
#> a:19 0.180703623 -0.376145454 -0.16558283 -0.177786631 -0.560353266
#> b:20 -0.252694589 -0.078194827 -0.13026793 -0.056193769 -0.560827030
#> b:21 -0.575093630 -0.389294624 -0.26590103 0.071414329 0.947537413
#> d:22 0.664782209 0.089020479 -0.80336230 0.816866312 -0.369216849
#> d:23 -0.132611044 -0.030358855 0.84211983 -0.864923741 -0.309163662
#> c:24 0.638304274 -0.031287183 0.26541444 -0.239517134 -0.277344280
#> b:25 0.883742352 0.517757173 0.27803022 0.076229561 -0.735745192
#> d:26 -0.626596268 -0.271249639 0.08009881 -0.368907718 -0.223049292
#> d:27 0.431025535 0.648300124 -0.34066527 0.814542276 0.040469412
#> c:28 0.256535762 0.347396884 0.20136620 -0.072502985 -0.920003670
#> c:29 -0.175204399 0.290642658 0.16338867 0.134935428 0.638250440
#> c:30 0.103785081 -0.662898065 -0.52675493 0.017530605 -0.159001765
#> a:31 -0.033753887 0.520787603 -0.38057998 0.666191055 -0.225564207
#> c:32 -0.957444198 -0.404072867 -0.02453745 -0.267356877 0.577012812
#> c:33 -0.660224837 0.141756772 0.67215055 -0.542818853 0.335851458
#> a:34 -0.050685494 -0.210780364 -0.61120028 0.335706573 -0.467282649
#> b:35 0.642238017 -0.059507635 0.15879499 -0.129403525 -0.094584474
#> d:36 0.947416781 0.641021023 0.15105256 0.280518405 -0.763259667
#> c:37 0.679224685 0.949071647 0.25069251 0.432038668 -0.384865768
#> c:38 -0.027283721 -0.200908634 0.78574984 -0.868987070 -0.018778514
#> d:39 -0.620041023 -0.150614656 0.73674692 -0.757173499 0.579850021
#> c:40 -0.450184006 0.408183099 0.68574425 -0.416846543 -0.070541944
#> c:41 0.016302717 0.126902977 -0.41903621 0.578451740 0.615220085
#> c:42 -0.321433043 -0.085720223 -0.14618951 -0.044069045 -0.498246836
#> c:43 -0.359348329 0.067955252 0.09207281 0.053017496 0.792886705
#> d:44 0.267595736 -0.233765456 0.29503493 -0.338584987 0.376652006
#> b:45 -0.169447736 -0.356624942 0.57742580 -0.706869452 0.535681644
#> c:46 -0.390541742 -0.105002026 -0.09973401 0.122186751 0.877509122
#> b:47 0.368030731 0.341349864 0.83396678 -0.522409034 -0.171698016
#> b:48 0.139246448 0.175089210 0.89743698 -0.693010232 -0.003948339
#> a:49 -0.521443488 0.269108059 0.05901140 0.049682863 -0.121077217
#> a:50 -0.106804571 -0.407358540 0.50122629 -0.797580026 -0.261853767
#> a:51 0.259677371 0.359871964 -0.29050025 0.406180545 -0.825297885
#> b:52 0.039709622 -0.674139976 -0.64712256 0.122103762 -0.107967191
#> b:53 0.376543317 0.223871656 0.67086667 -0.531125443 -0.648328262
#> c:54 0.101301763 -0.230674453 -0.61347439 0.527525905 0.643391465
#> b:55 -0.056818833 0.040723855 -0.42966037 0.318921893 -0.591267942
#> a:56 -0.004487522 0.119794084 -0.81251287 0.859086934 0.165687069
#> a:57 0.205795956 0.091258816 -0.66334909 0.599107082 -0.592621747
#> c:58 0.233932573 0.663001201 -0.30790450 0.769984286 0.029916176
#> b:59 0.680536050 0.587623786 0.32370940 0.022618176 -0.950647444
#> c:60 -0.541576923 -0.692251643 0.45558825 -0.857952315 0.589463520
#> a:61 0.642030522 0.738065936 0.28844526 0.301285629 -0.069183404
#> c:62 0.121176097 0.664877331 -0.08463127 0.576158804 0.172625170
#> d:63 0.538370546 0.914931056 0.60296534 0.055012866 -0.458821199
#> b:64 0.617095829 0.266559402 0.59088725 -0.355835332 -0.381629899
#> a:65 0.966870008 0.432834242 -0.35300603 0.646569972 -0.517186118
#> a:66 -0.478249038 -0.772652512 -0.48950492 -0.124082338 0.048468636
#> b:67 0.311676995 0.673365037 0.87725979 -0.368363364 -0.332227142
#> a:68 0.102361885 -0.183091250 0.59532611 -0.606764978 0.336141344
#> a:69 -0.196662031 -0.199805452 -0.07030089 0.052937283 0.880927544
#> c:70 -0.329471562 -0.469779364 -0.68079413 0.246356246 -0.134100467
#> c:71 -0.301966885 0.222537413 0.96695024 -0.755824912 0.112523724
#> a:72 -0.015810420 0.340190049 0.89121690 -0.670989245 -0.475759268
#> a:73 0.563245497 -0.174226346 -0.65273226 0.466724664 -0.484078555
#> a:74 -0.350310762 0.550023244 0.58155190 -0.195337364 0.029644389
#> a:75 0.158085150 -0.432186741 0.39530060 -0.638907427 0.022010570
#> d:76 0.011343405 0.648402423 -0.21159844 0.591215755 -0.294772448
#> c:77 -0.637197236 -0.286049101 -0.45823173 0.166582700 0.075867386
#> a:78 0.096751273 -0.271085960 -0.05022988 -0.009540133 0.708691643
#> c:79 0.265019178 -0.475922084 -0.03775531 -0.318778857 -0.347554535
#> a:80 0.763586108 0.539142049 -0.59796753 0.921088944 -0.523194039
#> b:81 -0.285234476 -0.370011634 -0.45467666 0.073610575 -0.357904601
#> b:82 -0.208474571 -0.600131189 -0.54126610 0.201537753 0.817748209
#> d:83 -0.300180501 -0.650018369 0.34073874 -0.689852255 0.622214349
#> c:84 0.483002027 0.304403279 -0.05798372 0.377153774 0.357105820
#> d:85 -0.468192664 -0.464783048 0.67989214 -0.983381589 0.095949639
#> b:86 -0.419714832 -0.115279585 -0.48582753 0.288322049 -0.196704477
#> c:87 0.706410753 0.535967708 -0.61852428 0.928916999 -0.537573196
#> d:88 0.023997251 -0.679870391 -0.78040118 0.325868216 0.408800093
#> b:89 -0.221722537 -0.649604574 0.27518398 -0.739389707 -0.090719095
#> a:90 0.336274618 -0.242975030 0.40714462 -0.553473728 -0.298508839
#> d:91 -0.134332676 -0.671832062 -0.30693915 -0.063471494 0.768928047
#> a:92 0.268309697 0.389005350 -0.58317656 0.871172088 0.213999153
#> b:93 0.252054020 0.489015199 -0.06696036 0.490454129 0.387690393
#> c:94 -0.365394944 0.237840776 0.94436460 -0.733759355 0.100718619
#> d:95 -0.981823880 -0.686687691 -0.05731304 -0.419516923 0.660072553
#> b:96 -0.086388038 -0.494252285 -0.96932691 0.592459162 0.276231012
#> a:97 -0.252157049 -0.027257508 0.91573236 -0.916054093 -0.139461836
#> a:98 0.340615142 -0.232278056 0.43012516 -0.560682955 -0.261607673
#> c:99 0.157539659 0.846591282 0.44277183 0.091279618 -0.584669197
#> a:100 0.319355895 -0.390311612 -0.90272037 0.601451700 -0.006266341
#> a:6 b:7 d:8 b:9 b:10
#> a:1 -0.32462072 -0.137308086 0.4347212491 -0.742226082 0.67542100
#> c:2 0.30198553 -0.879894700 0.7470033521 0.002915191 0.79050873
#> a:3 0.71333433 -0.393666924 0.5710924574 0.521677740 0.26529211
#> a:4 -0.55559453 -0.220258705 0.0273606260 -0.555774110 0.21682838
#> a:5 -0.39905269 0.207185076 -0.0417052627 0.052993959 -0.93889587
#> a:6 NA -0.450852752 0.1178941525 0.859378247 0.44045774
#> b:7 -0.45085275 NA -0.7364035520 -0.357104699 -0.49125209
#> d:8 0.11789415 -0.736403552 NA -0.083804779 0.37324761
#> b:9 0.85937825 -0.357104699 -0.0838047792 NA -0.02829951
#> b:10 0.44045774 -0.491252088 0.3732476123 -0.028299510 NA
#> b:11 0.07409212 -0.250088435 0.5971893158 0.218662451 -0.42029586
#> c:12 0.65918858 -0.436040371 0.5766477273 0.598874221 0.05602108
#> b:13 -0.42763731 0.352288068 -0.7159280558 -0.020599257 -0.58359988
#> c:14 -0.01536182 0.747106275 -0.6257697202 0.258591320 -0.73931772
#> d:15 -0.09416799 0.755438472 -0.2488672156 -0.231021930 -0.18415963
#> b:16 0.32604248 -0.964507451 0.6053457003 0.258255905 0.50268762
#> d:17 -0.57420274 0.533961338 -0.0116156124 -0.866251990 0.19592493
#> b:18 0.03996981 -0.518616937 -0.0805881125 0.285904565 -0.01217481
#> a:19 0.08223784 0.670565274 -0.6458072396 -0.148937305 0.26389825
#> b:20 0.55577976 0.102008272 -0.6425491430 0.496190474 0.33536196
#> b:21 -0.43062793 0.033332631 -0.0348898306 0.055448238 -0.86694976
#> d:22 -0.66697409 0.276845446 -0.2528677971 -0.797666939 0.24238665
#> d:23 0.74038499 0.030801029 0.1105149358 0.492216814 0.29673961
#> c:24 -0.23296626 0.381496494 0.2427193149 -0.593202152 0.26163840
#> b:25 0.04234120 -0.098677729 0.4380230269 -0.471690248 0.78378203
#> d:26 0.68157421 0.101254513 -0.6287212789 0.773349441 0.03214451
#> d:27 -0.40118650 -0.619308198 0.5353271797 -0.375195609 0.17576842
#> c:28 0.64691807 -0.129714064 -0.1707102738 0.285169977 0.80340789
#> c:29 -0.16828948 -0.577387990 0.6423040997 0.074244415 -0.34668584
#> c:30 -0.39626285 0.915685663 -0.7833586601 -0.433286103 -0.16062483
#> a:31 0.15094115 -0.614018343 0.0008530246 0.247567601 0.28295720
#> c:32 0.29085549 -0.047162265 -0.3821432901 0.736826537 -0.61027583
#> c:33 0.68512081 -0.554483147 0.3285200138 0.862929696 -0.15804796
#> a:34 0.04538095 0.346107466 -0.8040780639 0.043091141 0.18400382
#> b:35 -0.43068849 0.381993940 0.3004291567 -0.716816195 0.11158088
#> d:36 -0.02146597 -0.216510803 0.4749248359 -0.520217791 0.83336140
#> c:37 0.05901578 -0.802741921 0.8677823922 -0.225618345 0.66104167
#> c:38 0.36093313 0.231917043 0.2209846390 0.155919925 0.03730719
#> d:39 0.42326632 -0.222547471 0.3475164169 0.609285468 -0.41541536
#> c:40 0.87969020 -0.708251485 0.3446336884 0.896716560 0.23210311
#> c:41 -0.63931779 -0.273458775 0.3215279904 -0.350175889 -0.43895515
#> c:42 0.55973641 0.067564445 -0.6471000243 0.544285771 0.28207691
#> c:43 -0.21432818 -0.413434727 0.4649198582 0.125099603 -0.55028062
#> d:44 -0.43409801 0.330670631 0.3839942654 -0.509698351 -0.28807051
#> b:45 -0.06742173 0.249850875 0.3247964351 -0.031716608 -0.43854012
#> c:46 -0.38660224 -0.226329697 0.2921724350 0.012436064 -0.69144183
#> b:47 0.29309345 -0.236094867 0.7204767817 -0.034942289 0.35726228
#> b:48 0.35536526 -0.167405800 0.6356070079 0.118053415 0.17562102
#> a:49 0.64409955 -0.547522709 -0.1350622309 0.800512525 0.14327505
#> a:50 0.42181474 0.508477987 -0.2758653403 0.213873263 0.10128357
#> a:51 0.34198635 -0.156844493 -0.3373640626 0.124048706 0.68343398
#> b:52 -0.43864422 0.891825789 -0.8479157800 -0.412396200 -0.21892805
#> b:53 0.53195978 0.015946318 0.2274012193 0.085115992 0.63533798
#> c:54 -0.92039054 0.208656795 0.0382193357 -0.648431030 -0.59314126
#> b:55 0.29509193 0.052297314 -0.6281789809 0.245861035 0.37481829
#> a:56 -0.47635961 -0.175077542 -0.2042971135 -0.220979903 -0.17274334
#> a:57 -0.03197770 0.111253336 -0.5745040175 -0.108138793 0.38380218
#> c:58 -0.20155719 -0.724970315 0.4532006955 -0.118964045 0.17775181
#> b:59 0.41991223 -0.233724686 0.2544166372 -0.092019508 0.94872794
#> c:60 0.07246562 0.491708432 -0.1240328530 0.236342506 -0.62774945
#> a:61 -0.18022163 -0.621995996 0.9410427513 -0.393741865 0.37133418
#> c:62 -0.10206109 -0.810992240 0.6072403702 0.007857074 0.09610094
#> d:63 0.39659012 -0.813146038 0.8939889234 0.050298852 0.73305372
#> b:64 0.09605457 0.016886518 0.5284030157 -0.328556883 0.46964646
#> a:65 -0.51648290 0.008203313 0.2622395849 -0.855892324 0.53405261
#> a:66 -0.05256929 0.746273079 -0.9951976114 0.143384877 -0.37999318
#> b:67 0.56879599 -0.643722083 0.8329131547 0.241900450 0.58045924
#> a:68 -0.10289043 0.197004882 0.4548308608 -0.199826872 -0.21951909
#> a:69 -0.56922119 -0.021372530 0.3423118408 -0.252011182 -0.70769870
#> c:70 -0.05941810 0.475532309 -0.9293851755 0.114473435 -0.16370130
#> c:71 0.69993761 -0.451197752 0.5583466349 0.633185834 0.08585554
#> a:72 0.88201034 -0.345584595 0.3375016641 0.578782627 0.54996740
#> a:73 -0.48917923 0.581818706 -0.4954694856 -0.686741080 0.24695389
#> a:74 0.70490343 -0.859821713 0.5140198522 0.759592177 0.20323875
#> a:75 -0.07808157 0.601581351 -0.0104580636 -0.268838697 -0.09999681
#> d:76 0.27690206 -0.741064986 0.1484957841 0.313751821 0.39667618
#> c:77 0.20738722 0.060168463 -0.7012563320 0.515265085 -0.24687462
#> a:78 -0.70648087 0.235809738 0.3321750023 -0.550902436 -0.58663270
#> c:79 -0.11472575 0.787347581 -0.4598178914 -0.353350474 0.10242382
#> a:80 -0.42367281 -0.211888875 0.1068333932 -0.626893850 0.52996363
#> b:81 0.20241051 0.414272256 -0.8818822912 0.254584108 0.05623368
#> b:82 -0.84086003 0.493226742 -0.2216361397 -0.475645071 -0.85106516
#> d:83 -0.20683089 0.542733442 -0.0043220122 -0.081686477 -0.63306705
#> c:84 -0.63663408 -0.235742873 0.6831953464 -0.642376151 -0.12322065
#> d:85 0.54186872 0.340130678 -0.1622365845 0.510701441 -0.17421426
#> b:86 0.25131918 0.002048547 -0.6748238971 0.433518299 0.01337752
#> c:87 -0.37362976 -0.230477361 0.0549780012 -0.557591885 0.53252620
#> d:88 -0.87467241 0.786235953 -0.5633848400 -0.660568345 -0.60105229
#> b:89 0.22398890 0.726836935 -0.4964014422 0.128731622 -0.13353966
#> a:90 0.05951873 0.512093625 -0.0054095039 -0.264988432 0.20185953
#> d:91 -0.77604862 0.623276864 -0.1520530921 -0.513499584 -0.80752325
#> a:92 -0.57130499 -0.401505660 0.2718256674 -0.414181170 -0.07170473
#> b:93 -0.41380669 -0.577043547 0.7109127138 -0.309421968 -0.10158681
#> c:94 0.75736387 -0.496212493 0.5170256155 0.715399780 0.09200148
#> d:95 0.16125261 0.278220730 -0.5505912687 0.613628403 -0.76727831
#> b:96 -0.72150645 0.534539712 -0.6765792543 -0.443042942 -0.47679833
#> a:97 0.75455965 -0.063382743 0.2067881512 0.579209156 0.17846602
#> a:98 0.04201608 0.492695128 0.0415793677 -0.277197307 0.18243011
#> c:99 0.72891645 -0.871398317 0.4829129793 0.501870676 0.75301578
#> a:100 -0.80714359 0.645763225 -0.5606002906 -0.750100900 -0.20701854
#> b:11 c:12 b:13 c:14 d:15
#> a:1 -0.308237067 -0.292257800 -0.460860057 -0.706604185 0.043824359
#> c:2 -0.027833635 0.207966432 -0.507168090 -0.943957211 -0.596303340
#> a:3 0.632255154 0.963435927 -0.827968455 0.034763623 0.253667215
#> a:4 -0.527706236 -0.755418294 0.432139801 -0.668592177 -0.632410168
#> a:5 0.658556971 0.148526526 0.407463344 0.543355980 0.029639299
#> a:6 0.074092118 0.659188581 -0.427637310 -0.015361818 -0.094167987
#> b:7 -0.250088435 -0.436040371 0.352288068 0.747106275 0.755438472
#> d:8 0.597189316 0.576647727 -0.715928056 -0.625769720 -0.248867216
#> b:9 0.218662451 0.598874221 -0.020599257 0.258591320 -0.231021930
#> b:10 -0.420295860 0.056021076 -0.583599880 -0.739317719 -0.184159630
#> b:11 NA 0.778396147 -0.392757754 0.215132411 0.128000938
#> c:12 0.778396147 NA -0.686533490 0.108497161 0.140906119
#> b:13 -0.392757754 -0.686533490 NA 0.304778202 -0.329751774
#> c:14 0.215132411 0.108497161 0.304778202 NA 0.637804373
#> d:15 0.128000938 0.140906119 -0.329751774 0.637804373 NA
#> b:16 0.039087710 0.187769284 -0.155060019 -0.823633364 -0.881129187
#> d:17 -0.261955850 -0.405123678 -0.262275974 -0.063854960 0.611786817
#> b:18 -0.270314093 -0.311670978 0.606404245 -0.396491721 -0.941869310
#> a:19 -0.671586854 -0.369908230 -0.005479838 0.320343928 0.618805907
#> b:20 -0.719134710 -0.229736281 0.265462016 0.111632469 -0.092913666
#> b:21 0.517644316 -0.004821051 0.567148043 0.335872306 -0.273103755
#> d:22 -0.732643839 -0.908524371 0.338205483 -0.395788790 -0.096519966
#> d:23 0.253638135 0.720012944 -0.703628768 0.305723329 0.573766742
#> c:24 0.086769710 0.086507302 -0.649080302 0.020187603 0.772407740
#> b:25 -0.198874345 0.043320035 -0.754649069 -0.517630669 0.317837189
#> d:26 -0.373238562 0.065759543 0.283806054 0.396433115 -0.037832953
#> d:27 0.016195169 -0.262725052 0.120993344 -0.791755194 -0.769030159
#> c:28 -0.629766952 -0.010728281 -0.313452113 -0.264838122 0.029660129
#> c:29 0.734162634 0.371869112 -0.005055721 -0.243958419 -0.514964614
#> c:30 -0.601493284 -0.644440754 0.347543412 0.483690092 0.622857793
#> a:31 -0.417441102 -0.317816389 0.431238788 -0.590838462 -0.947906261
#> c:32 0.221063507 0.182163408 0.577340410 0.500428007 -0.324349875
#> c:33 0.644288870 0.815277822 -0.193512189 0.137518881 -0.293054516
#> a:34 -0.933580031 -0.701840484 0.571107356 0.066485176 -0.108421737
#> b:35 0.186032167 0.025840170 -0.554631468 0.006001490 0.708843712
#> d:36 -0.279046667 -0.069926534 -0.662833968 -0.680737710 0.119718769
#> c:37 0.134370578 0.197520936 -0.550684608 -0.929465178 -0.493168732
#> c:38 0.498857140 0.694456798 -0.734291912 0.420569454 0.796536110
#> d:39 0.893296726 0.880450812 -0.309846496 0.416959473 0.132678494
#> c:40 0.356638668 0.745293996 -0.309574079 -0.124950896 -0.407004147
#> c:41 0.326764507 -0.225050162 0.396891519 -0.279155932 -0.548847541
#> c:42 -0.689358298 -0.221370532 0.322615272 0.121610727 -0.158129005
#> c:43 0.749686308 0.332548904 0.151609551 -0.029247607 -0.437912125
#> d:44 0.612158943 0.287244558 -0.464064759 0.244069142 0.664820074
#> b:45 0.828587193 0.627246791 -0.466439992 0.501970283 0.656412333
#> c:46 0.661208296 0.151886465 0.329852665 0.083452142 -0.379621016
#> b:47 0.575624182 0.734154498 -0.964891556 -0.142339953 0.443266237
#> b:48 0.695785030 0.837793093 -0.898894258 0.062238463 0.501961757
#> a:49 -0.176673461 0.141391084 0.299723855 -0.153200419 -0.706089327
#> a:50 0.007397659 0.352313167 -0.446034805 0.566332528 0.850605259
#> a:51 -0.882588278 -0.441973141 0.142628896 -0.421528313 -0.342664743
#> b:52 -0.656120079 -0.736663646 0.498117088 0.467760113 0.495372041
#> b:53 -0.019631073 0.451268259 -0.835563350 -0.048378159 0.570764916
#> c:54 0.184588495 -0.466907427 0.483913942 -0.004253515 -0.146290608
#> b:55 -0.888719365 -0.522275710 0.434253402 -0.116627773 -0.301240324
#> a:56 -0.395940002 -0.693105138 0.770717811 -0.353490205 -0.756176182
#> a:57 -0.975903232 -0.767325116 0.493023500 -0.272706791 -0.325205021
#> c:58 -0.022356741 -0.205137035 0.214980397 -0.764875510 -0.918566792
#> b:59 -0.420397870 0.074384135 -0.663987365 -0.527338525 0.132545026
#> c:60 0.641494022 0.525683904 -0.159323341 0.847034140 0.717748550
#> a:61 0.425682023 0.278410233 -0.584234460 -0.728006574 -0.266852724
#> c:62 0.244039412 0.051003284 0.079424446 -0.694296679 -0.877291426
#> d:63 0.267802518 0.520221711 -0.793889365 -0.770634655 -0.300618759
#> b:64 0.255647277 0.413328122 -0.904593644 -0.165823705 0.603128549
#> a:65 -0.422772952 -0.514133450 -0.229550497 -0.639554691 0.020630677
#> a:66 -0.548738284 -0.497586274 0.664549451 0.679987390 0.304616762
#> b:67 0.485902210 0.796984466 -0.933441928 -0.431947409 0.013575533
#> a:68 0.747863473 0.586578569 -0.634064879 0.308362729 0.683662400
#> a:69 0.723534600 0.137892261 0.171095019 0.152266659 -0.081477289
#> c:70 -0.774400880 -0.690148993 0.782241772 0.321195622 -0.085276757
#> c:71 0.745432782 0.998444045 -0.682341376 0.099088203 0.122243411
#> a:72 0.215261800 0.768806377 -0.781094084 -0.046463956 0.233570289
#> a:73 -0.806331626 -0.823849323 0.231224990 -0.076679430 0.298052780
#> a:74 0.429654335 0.681088277 -0.258450305 -0.312779664 -0.606513950
#> a:75 0.277238215 0.280302166 -0.513696147 0.501818707 0.971035752
#> d:76 -0.333315364 -0.163777613 0.260468059 -0.669353753 -0.953365334
#> c:77 -0.468044204 -0.362839470 0.789834469 0.243134742 -0.450444186
#> a:78 0.638974442 0.063787324 -0.039523765 0.190316278 0.285636297
#> c:79 -0.366444084 -0.229143007 -0.186333095 0.426732209 0.871925356
#> a:80 -0.640813776 -0.697019503 0.136151047 -0.778555086 -0.449928268
#> b:81 -0.804936578 -0.523926217 0.554827092 0.294846922 0.010785738
#> b:82 0.263876806 -0.374615666 0.569303244 0.411159812 0.124399368
#> d:83 0.664486524 0.400243824 -0.198210189 0.733804522 0.765405354
#> c:84 0.485393780 0.011490768 -0.210192519 -0.407308166 -0.125427394
#> d:85 0.374752169 0.642981091 -0.390607088 0.708257711 0.709585885
#> b:86 -0.667282215 -0.455663737 0.697411385 0.052261971 -0.481840226
#> c:87 -0.685424040 -0.711969407 0.190363312 -0.771390283 -0.502493767
#> d:88 -0.252374181 -0.737098383 0.634354515 0.407872759 0.313186206
#> b:89 -0.054584537 0.160984537 -0.191153547 0.744374351 0.897470128
#> a:90 0.051346622 0.221080839 -0.616447710 0.313312630 0.919615074
#> d:91 0.391166570 -0.191004809 0.297441705 0.537458402 0.449216569
#> a:92 -0.070763169 -0.464782053 0.419000857 -0.594487538 -0.748809613
#> b:93 0.474421268 0.071827472 -0.036910108 -0.553086594 -0.563499790
#> c:94 0.703046363 0.986026105 -0.620244274 0.088702428 0.038344004
#> d:95 0.228426745 0.129912258 0.591488649 0.762694355 -0.003696862
#> b:96 -0.516439911 -0.898258151 0.898353645 0.200908981 -0.130346922
#> a:97 0.438824401 0.845178684 -0.695891501 0.332437989 0.499402617
#> a:98 0.106363167 0.252119399 -0.638990983 0.306619392 0.918744275
#> c:99 -0.082366655 0.384546397 -0.416771594 -0.682192735 -0.599204771
#> a:100 -0.617750018 -0.943069590 0.593704339 0.071799680 0.142066078
#> b:16 d:17 b:18 a:19 b:20
#> a:1 0.189081988 0.745706961 -0.251178450 0.180703623 -0.252694589
#> c:2 0.881502758 -0.106649824 0.318047892 -0.376145454 -0.078194827
#> a:3 0.145942277 -0.233307064 -0.446040465 -0.165582831 -0.130267928
#> a:4 0.447294404 0.179113643 0.611647469 -0.177786631 -0.056193769
#> a:5 -0.258726044 -0.291395662 0.066130292 -0.560353266 -0.560827030
#> a:6 0.326042484 -0.574202739 0.039969807 0.082237838 0.555779755
#> b:7 -0.964507451 0.533961338 -0.518616937 0.670565274 0.102008272
#> d:8 0.605345700 -0.011615612 -0.080588112 -0.645807240 -0.642549143
#> b:9 0.258255905 -0.866251990 0.285904565 -0.148937305 0.496190474
#> b:10 0.502687615 0.195924926 -0.012174814 0.263898247 0.335361960
#> b:11 0.039087710 -0.261955850 -0.270314093 -0.671586854 -0.719134710
#> c:12 0.187769284 -0.405123678 -0.311670978 -0.369908230 -0.229736281
#> b:13 -0.155060019 -0.262275974 0.606404245 -0.005479838 0.265462016
#> c:14 -0.823633364 -0.063854960 -0.396491721 0.320343928 0.111632469
#> d:15 -0.881129187 0.611786817 -0.941869310 0.618805907 -0.092913666
#> b:16 NA -0.507515327 0.684419069 -0.623416235 -0.009573936
#> d:17 -0.507515327 NA -0.660793994 0.522139042 -0.281682987
#> b:18 0.684419069 -0.660793994 NA -0.467876274 0.270071866
#> a:19 -0.623416235 0.522139042 -0.467876274 NA 0.618909567
#> b:20 -0.009573936 -0.281682987 0.270071866 0.618909567 NA
#> b:21 -0.020290118 -0.416771224 0.369147193 -0.680393640 -0.490392003
#> d:22 -0.060289890 0.640771745 0.137845867 0.353760580 0.054657689
#> d:23 -0.239869054 -0.021078750 -0.639620844 0.376806640 0.251624046
#> c:24 -0.484490224 0.873032174 -0.902980875 0.437088480 -0.361468804
#> b:25 0.053806778 0.702508960 -0.538032634 0.374242836 -0.096218490
#> d:26 -0.083304001 -0.551963389 0.241711389 0.422799034 0.899958426
#> d:27 0.734189530 -0.065727282 0.606155252 -0.675611292 -0.439469528
#> c:28 0.152643336 0.039355254 -0.044101264 0.641875301 0.794327385
#> c:29 0.517585003 -0.439983874 0.367912600 -0.990039122 -0.711240166
#> c:30 -0.814010045 0.625886582 -0.398848032 0.853883980 0.340662004
#> a:31 0.784216261 -0.555624041 0.954767992 -0.340344109 0.377116824
#> c:32 0.046482131 -0.859460039 0.517969695 -0.327504714 0.273227369
#> c:33 0.396122874 -0.855513939 0.233892572 -0.568779804 -0.001922616
#> a:34 -0.149055941 0.019532865 0.338866886 0.668410411 0.853166213
#> b:35 -0.471246933 0.889550952 -0.844301868 0.271766571 -0.556602424
#> d:36 0.215258241 0.656914881 -0.350776090 0.276238184 -0.097946716
#> c:37 0.788046720 0.069944488 0.182265205 -0.479985654 -0.374565000
#> c:38 -0.468652849 0.257051759 -0.886066860 0.268511201 -0.177466388
#> d:39 0.000540413 -0.537011378 -0.192182935 -0.504260728 -0.333686403
#> c:40 0.583577629 -0.824642979 0.312456212 -0.393037698 0.265061644
#> c:41 0.354462632 -0.142148129 0.499045908 -0.793385172 -0.666053655
#> c:42 0.028951651 -0.363812900 0.344214129 0.549970669 0.995228762
#> c:43 0.357470572 -0.488678790 0.361235500 -0.948943045 -0.675465505
#> d:44 -0.482009611 0.593093363 -0.784698824 -0.087035701 -0.801282036
#> b:45 -0.472201676 0.189545155 -0.735093337 -0.177539346 -0.646792299
#> c:46 0.206881600 -0.405467142 0.363588834 -0.869480366 -0.669660760
#> b:47 0.012359928 0.293075553 -0.705674283 -0.079249402 -0.452010620
#> b:48 -0.084164501 0.159083421 -0.721243666 -0.111372710 -0.438227574
#> a:49 0.599416919 -0.889022678 0.770752329 -0.237951120 0.614125856
#> a:50 -0.656165930 0.288745732 -0.796160344 0.711673424 0.318965775
#> a:51 0.313471634 -0.039550521 0.396448132 0.504843931 0.828341009
#> b:52 -0.756035838 0.537086532 -0.242659405 0.796133957 0.379495869
#> b:53 -0.166452179 0.373698639 -0.710071578 0.533377153 0.201043192
#> c:54 -0.109275656 0.247597156 0.178034062 -0.441991057 -0.681888084
#> b:55 0.123216373 -0.181454103 0.471387798 0.540519223 0.927552284
#> a:56 0.403889063 -0.228593098 0.850148894 -0.342199182 0.042803760
#> a:57 0.116036456 0.073210353 0.471784845 0.518115002 0.740014743
#> c:58 0.846776838 -0.324074938 0.789825050 -0.709796892 -0.244763513
#> b:59 0.212741343 0.387107358 -0.298819876 0.494131790 0.349574834
#> c:60 -0.683496798 -0.009054136 -0.640485194 0.055100468 -0.271193457
#> a:61 0.557914470 0.216687318 -0.050475352 -0.589640892 -0.720667256
#> c:62 0.866444048 -0.433169149 0.710684907 -0.866458828 -0.383870352
#> d:63 0.711179777 -0.027793235 -0.024395104 -0.370927955 -0.252205028
#> b:64 -0.179159134 0.634527988 -0.828061798 0.244955311 -0.348123431
#> a:65 0.097126341 0.790936642 -0.165098259 0.216576657 -0.240115389
#> a:66 -0.637907230 -0.009078883 0.023615461 0.663199343 0.653757354
#> b:67 0.450788590 -0.062873821 -0.311709236 -0.269350177 -0.247680133
#> a:68 -0.414796483 0.383526124 -0.825166783 -0.108896438 -0.689892631
#> a:69 -0.028384812 -0.072468078 0.037820894 -0.740576220 -0.862979587
#> c:70 -0.284977412 -0.114669140 0.385065868 0.547109773 0.762282745
#> c:71 0.206576887 -0.430165357 -0.288883705 -0.349192327 -0.177967566
#> a:72 0.156690833 -0.189798983 -0.378834362 0.180213227 0.287160335
#> a:73 -0.413142513 0.761024982 -0.192879947 0.742838076 0.280054360
#> a:74 0.761286462 -0.834898874 0.466265138 -0.636540405 0.058705114
#> a:75 -0.762150053 0.635495375 -0.992256066 0.479160212 -0.259581588
#> d:76 0.875415127 -0.584977614 0.907125307 -0.386974280 0.350842787
#> c:77 0.087770558 -0.628269122 0.707347636 0.097477990 0.710082182
#> a:78 -0.304967463 0.362256720 -0.353525767 -0.438409220 -0.934162493
#> c:79 -0.807186131 0.738442820 -0.774285419 0.904058441 0.240613307
#> a:80 0.410780304 0.403709712 0.370850642 0.065405306 0.033135213
#> b:81 -0.266098810 -0.114908997 0.255366501 0.693565072 0.915103756
#> b:82 -0.435143789 0.188562886 0.004388963 -0.278966470 -0.576359797
#> d:83 -0.718389745 0.244209838 -0.731686208 0.008843669 -0.517496100
#> c:84 0.214201577 0.346305452 -0.079507849 -0.618945776 -0.937338871
#> d:85 -0.544818861 -0.087807632 -0.654998557 0.351911522 0.176206635
#> b:86 0.172768170 -0.508885084 0.706994910 0.233978227 0.826505374
#> c:87 0.440223786 0.330539896 0.441762987 0.073534440 0.114210714
#> d:88 -0.651652390 0.510583850 -0.112496696 0.255070142 -0.208023826
#> b:89 -0.834429996 0.322064019 -0.758791145 0.759137703 0.317701106
#> a:90 -0.649002062 0.694085956 -0.967478789 0.641895812 -0.059293692
#> d:91 -0.639361914 0.379245216 -0.355321296 -0.128393301 -0.654735825
#> a:92 0.563083224 -0.080738772 0.685962051 -0.621118277 -0.389564467
#> b:93 0.587254501 -0.108123749 0.367607291 -0.882833532 -0.766905665
#> c:94 0.264763688 -0.527579511 -0.188975465 -0.364344236 -0.095431369
#> d:95 -0.296907926 -0.648621077 0.250362282 -0.121244575 0.236079985
#> b:96 -0.312956756 0.178811121 0.371340513 0.169590010 0.105256584
#> a:97 -0.170864645 -0.161816748 -0.579966030 0.181827175 0.133050067
#> a:98 -0.638458025 0.694352552 -0.979301340 0.594114892 -0.118252259
#> c:99 0.846897709 -0.478158245 0.414289768 -0.236908452 0.338237265
#> a:100 -0.442393463 0.609248056 0.026021601 0.421860466 0.026702544
#> b:21 d:22 d:23 c:24 b:25
#> a:1 -0.5750936304 0.6647822086 -0.1326110437 0.63830427 0.88374235
#> c:2 -0.3892946235 0.0890204787 -0.0303588546 -0.03128718 0.51775717
#> a:3 -0.2659010278 -0.8033622999 0.8421198286 0.26541444 0.27803022
#> a:4 0.0714143295 0.8168663117 -0.8649237414 -0.23951713 0.07622956
#> a:5 0.9475374130 -0.3692168491 -0.3091636617 -0.27734428 -0.73574519
#> a:6 -0.4306279298 -0.6669740944 0.7403849912 -0.23296626 0.04234120
#> b:7 0.0333326306 0.2768454461 0.0308010285 0.38149649 -0.09867773
#> d:8 -0.0348898306 -0.2528677971 0.1105149358 0.24271931 0.43802303
#> b:9 0.0554482379 -0.7976669388 0.4922168136 -0.59320215 -0.47169025
#> b:10 -0.8669497627 0.2423866534 0.2967396092 0.26163840 0.78378203
#> b:11 0.5176443163 -0.7326438395 0.2536381350 0.08676971 -0.19887435
#> c:12 -0.0048210512 -0.9085243711 0.7200129439 0.08650730 0.04332004
#> b:13 0.5671480432 0.3382054830 -0.7036287676 -0.64908030 -0.75464907
#> c:14 0.3358723063 -0.3957887899 0.3057233288 0.02018760 -0.51763067
#> d:15 -0.2731037546 -0.0965199663 0.5737667418 0.77240774 0.31783719
#> b:16 -0.0202901183 -0.0602898905 -0.2398690541 -0.48449022 0.05380678
#> d:17 -0.4167712243 0.6407717453 -0.0210787504 0.87303217 0.70250896
#> b:18 0.3691471932 0.1378458675 -0.6396208438 -0.90298087 -0.53803263
#> a:19 -0.6803936405 0.3537605805 0.3768066398 0.43708848 0.37424284
#> b:20 -0.4903920028 0.0546576890 0.2516240462 -0.36146880 -0.09621849
#> b:21 NA -0.2337629173 -0.5422936586 -0.50261702 -0.81336552
#> d:22 -0.2337629173 NA -0.6309035451 0.20859120 0.34653830
#> d:23 -0.5422936586 -0.6309035451 NA 0.40482618 0.34569673
#> c:24 -0.5026170179 0.2085911978 0.4048261764 NA 0.79370000
#> b:25 -0.8133655247 0.3465382978 0.3456967268 0.79370000 NA
#> d:26 -0.2093353253 -0.3372615490 0.3868320064 -0.50190716 -0.39273645
#> d:27 0.2859042959 0.4047614743 -0.7450768342 -0.27338159 0.04365828
#> c:28 -0.9003008784 0.1048947346 0.5019554938 0.09615812 0.49715626
#> c:29 0.7259374103 -0.3519705573 -0.3731853411 -0.34944970 -0.36831034
#> c:30 -0.2619740466 0.5411550256 -0.0237887877 0.38182967 0.11095703
#> a:31 0.0877131162 0.2345488857 -0.5386107479 -0.78405397 -0.28223573
#> c:32 0.6369710169 -0.5585247051 -0.0782661297 -0.83039603 -0.94351273
#> c:33 0.3231162427 -0.9232314739 0.3891051160 -0.50327701 -0.45753015
#> a:34 -0.3444208381 0.5153242187 -0.1886229522 -0.29922846 -0.10836309
#> b:35 -0.3006494355 0.2617730688 0.2156688858 0.96871659 0.70434560
#> d:36 -0.7712255683 0.4642432902 0.1656562025 0.67556733 0.97516015
#> c:37 -0.2571575611 0.1472431002 -0.1266603581 0.13768933 0.56703010
#> c:38 -0.3223252437 -0.5593197947 0.8772062949 0.67097781 0.38088233
#> d:39 0.4304178037 -0.9539995631 0.4819937937 -0.12968825 -0.37961542
#> c:40 -0.0315501192 -0.7816726938 0.4689962372 -0.49204009 -0.21529168
#> c:41 0.7779629269 0.1989880451 -0.8247066811 -0.34492209 -0.38975425
#> c:42 -0.4116443963 0.0189542037 0.2078237980 -0.44919453 -0.18283375
#> c:43 0.8590445789 -0.4015587657 -0.3911025093 -0.41836027 -0.54889589
#> d:44 0.1418623575 -0.1005190325 0.1932283368 0.76719531 0.32921396
#> b:45 0.2632745736 -0.5586785793 0.4599346885 0.52178043 0.03907790
#> c:46 0.9444128891 -0.2735288645 -0.5187325717 -0.42263920 -0.63500527
#> b:47 -0.3758779719 -0.4130812659 0.6760108853 0.69885598 0.65010405
#> b:48 -0.2402995045 -0.5937299965 0.7472450585 0.61186156 0.46635345
#> a:49 0.0718251070 -0.3421271012 -0.0135433243 -0.87356839 -0.49609438
#> a:50 -0.5353427460 -0.3338134111 0.8698756703 0.55902208 0.31888709
#> a:51 -0.6545782013 0.4468344712 -0.0272377883 -0.23364611 0.25448169
#> b:52 -0.1655624459 0.5861231323 -0.1583084520 0.23346191 -0.01209776
#> b:53 -0.8432382199 -0.1993982848 0.8616326457 0.68631645 0.76560039
#> c:54 0.7162494517 0.4233788488 -0.8183295740 -0.03718986 -0.29870994
#> b:55 -0.4291359226 0.3715149962 -0.0931415155 -0.42294992 -0.07235103
#> a:56 0.4531773621 0.5466678980 -0.9374826379 -0.64759173 -0.44190388
#> a:57 -0.3980048377 0.6806745057 -0.3542811372 -0.29216587 0.05273503
#> c:58 0.3131488661 0.2721015699 -0.7090997578 -0.51513171 -0.12416886
#> b:59 -0.9709966385 0.2279106188 0.4782621963 0.49246623 0.87741803
#> c:60 0.3109509668 -0.6462402248 0.5251218113 0.28008602 -0.27209429
#> a:61 -0.0246527821 0.0722893203 -0.1451648459 0.32425595 0.51660442
#> c:62 0.4120687887 0.0244310336 -0.5750252235 -0.50444972 -0.17437025
#> d:63 -0.4186827700 -0.1703715572 0.2759307223 0.22123961 0.62295070
#> b:64 -0.5910902222 -0.0564930065 0.5992185391 0.91126771 0.85864538
#> a:65 -0.4556318431 0.8247552379 -0.3321522277 0.56791742 0.76187668
#> a:66 0.0170256340 0.1714399058 -0.0200408194 -0.21976488 -0.43702673
#> b:67 -0.4151421291 -0.4875959267 0.6153726809 0.34409926 0.56725081
#> a:68 0.0651468182 -0.4089911266 0.4782959051 0.70913445 0.30502890
#> a:69 0.8629582797 -0.1774698280 -0.4442121632 -0.07049629 -0.41728839
#> c:70 -0.0279633705 0.3874250105 -0.2817765644 -0.44501188 -0.41810870
#> c:71 -0.0341538125 -0.9122754003 0.7356776186 0.06147125 0.04247090
#> a:72 -0.6123969812 -0.6173681065 0.9190951569 0.23751829 0.41467709
#> a:73 -0.4667616144 0.8832630018 -0.2633040738 0.41612360 0.43124193
#> a:74 0.1291739937 -0.6833030803 0.2254754363 -0.56016095 -0.24101607
#> a:75 -0.2881334048 -0.1536919247 0.6118325009 0.86028952 0.43782746
#> d:76 0.0050243574 0.1334539690 -0.4153042597 -0.73501589 -0.18448822
#> c:77 0.2456142437 0.0008534038 -0.2864404272 -0.84524706 -0.72164152
#> a:78 0.5976217400 0.0061414207 -0.2960243230 0.37150336 -0.06632159
#> c:79 -0.5624871142 0.2845288193 0.4325400363 0.73042889 0.47246287
#> a:80 -0.3056572516 0.8790208265 -0.6165573476 0.04997296 0.43942965
#> b:81 -0.2908673056 0.2726065518 0.0004677528 -0.34091337 -0.24153606
#> b:82 0.7992464902 0.2137883463 -0.6198401966 -0.03422659 -0.49482777
#> d:83 0.3416008546 -0.4396257901 0.3632242562 0.47221365 -0.12275906
#> c:84 0.3782216435 0.2163642279 -0.4563510227 0.31077512 0.22034189
#> d:85 -0.1783057129 -0.7145567604 0.8831802132 0.28991019 -0.02608544
#> b:86 -0.0004986918 0.1656804051 -0.2660008125 -0.75784884 -0.50244816
#> c:87 -0.3026134049 0.8650360773 -0.6238690609 -0.03384794 0.38332005
#> d:88 0.3875402258 0.5911379784 -0.5758251287 0.15486258 -0.23836030
#> b:89 -0.3612506154 -0.2332929704 0.7043161509 0.49366501 0.13554053
#> a:90 -0.5784793418 -0.0335445582 0.6877515972 0.90494976 0.64705848
#> d:91 0.6384206926 0.1008002669 -0.3297627020 0.27879577 -0.28922300
#> a:92 0.4713686560 0.4923820068 -0.9158140705 -0.39444606 -0.18636736
#> b:93 0.5277621564 0.0692038590 -0.5822927302 -0.15546183 -0.05935458
#> c:94 -0.0198963788 -0.9307717820 0.7143249569 -0.04844002 -0.02650261
#> d:95 0.6316040058 -0.5293573946 0.0105280448 -0.61986414 -0.92146196
#> b:96 0.4042486942 0.6675011582 -0.7849764863 -0.28700107 -0.43659417
#> a:97 -0.3696880917 -0.7782227364 0.9759032876 0.30762308 0.21585940
#> a:98 -0.5459017039 -0.0550221128 0.6820928821 0.91766099 0.64672053
#> c:99 -0.4383301596 -0.2363682246 0.2500449750 -0.31067544 0.26216170
#> a:100 0.0553373595 0.8772404889 -0.6370766316 0.16217209 0.01899041
#> d:26 d:27 c:28 c:29 c:30
#> a:1 -0.626596268 0.43102553 0.256535762 -0.175204399 0.10378508
#> c:2 -0.271249639 0.64830012 0.347396884 0.290642658 -0.66289807
#> a:3 0.080098810 -0.34066527 0.201366196 0.163388669 -0.52675493
#> a:4 -0.368907718 0.81454228 -0.072502985 0.134935428 0.01753061
#> a:5 -0.223049292 0.04046941 -0.920003670 0.638250440 -0.15900176
#> a:6 0.681574206 -0.40118650 0.646918068 -0.168289477 -0.39626285
#> b:7 0.101254513 -0.61930820 -0.129714064 -0.577387990 0.91568566
#> d:8 -0.628721279 0.53532718 -0.170710274 0.642304100 -0.78335866
#> b:9 0.773349441 -0.37519561 0.285169977 0.074244415 -0.43328610
#> b:10 0.032144512 0.17576842 0.803407891 -0.346685837 -0.16062483
#> b:11 -0.373238562 0.01619517 -0.629766952 0.734162634 -0.60149328
#> c:12 0.065759543 -0.26272505 -0.010728281 0.371869112 -0.64444075
#> b:13 0.283806054 0.12099334 -0.313452113 -0.005055721 0.34754341
#> c:14 0.396433115 -0.79175519 -0.264838122 -0.243958419 0.48369009
#> d:15 -0.037832953 -0.76903016 0.029660129 -0.514964614 0.62285779
#> b:16 -0.083304001 0.73418953 0.152643336 0.517585003 -0.81401004
#> d:17 -0.551963389 -0.06572728 0.039355254 -0.439983874 0.62588658
#> b:18 0.241711389 0.60615525 -0.044101264 0.367912600 -0.39884803
#> a:19 0.422799034 -0.67561129 0.641875301 -0.990039122 0.85388398
#> b:20 0.899958426 -0.43946953 0.794327385 -0.711240166 0.34066200
#> b:21 -0.209335325 0.28590430 -0.900300878 0.725937410 -0.26197405
#> d:22 -0.337261549 0.40476147 0.104894735 -0.351970557 0.54115503
#> d:23 0.386832006 -0.74507683 0.501955494 -0.373185341 -0.02378879
#> c:24 -0.501907165 -0.27338159 0.096158117 -0.349449705 0.38182967
#> b:25 -0.392736450 0.04365828 0.497156263 -0.368310342 0.11095703
#> d:26 NA -0.59703949 0.573069812 -0.498579226 0.17734188
#> d:27 -0.597039490 NA -0.327437065 0.637893129 -0.52027990
#> c:28 0.573069812 -0.32743707 NA -0.730700558 0.18537085
#> c:29 -0.498579226 0.63789313 -0.730700558 NA -0.79854122
#> c:30 0.177341880 -0.52027990 0.185370854 -0.798541216 NA
#> a:31 0.249714049 0.62467793 0.205757918 0.220445556 -0.39337533
#> c:32 0.601850228 -0.18423178 -0.264654236 0.294671609 -0.23331266
#> c:33 0.352298839 -0.10006545 -0.100964694 0.525806432 -0.75419497
#> a:34 0.631812414 -0.21507033 0.573163489 -0.732473606 0.62085350
#> b:35 -0.678888076 -0.11710563 -0.135003498 -0.167682315 0.33428810
#> d:36 -0.441575604 0.24180057 0.481205218 -0.287548771 0.03871027
#> c:37 -0.558045866 0.74058511 0.102285384 0.432159332 -0.65298913
#> c:38 -0.009558143 -0.68250652 0.115326139 -0.200445811 0.05712420
#> d:39 0.082741031 -0.28188923 -0.380795590 0.534695311 -0.55969214
#> c:40 0.484609430 -0.06277692 0.282106111 0.305810618 -0.74712966
#> c:41 -0.619829834 0.80355385 -0.808321126 0.816195076 -0.39815505
#> c:42 0.920414503 -0.40655394 0.745904926 -0.646209723 0.29047453
#> c:43 -0.402691681 0.51161657 -0.824308784 0.972192970 -0.68889975
#> d:44 -0.708974876 -0.12011337 -0.527600019 0.214146893 0.08921910
#> b:45 -0.366796797 -0.37515901 -0.504964471 0.288645706 -0.09183623
#> c:46 -0.410288789 0.48433441 -0.910547649 0.907962276 -0.51061583
#> b:47 -0.395318053 -0.15814498 0.081304551 0.122135190 -0.33070114
#> b:48 -0.281219973 -0.29714935 -0.005810318 0.162862693 -0.33937382
#> a:49 0.706696065 0.09374896 0.342606277 0.115470483 -0.45055322
#> a:50 0.390602496 -0.92784279 0.448935356 -0.670062520 0.46244626
#> a:51 0.524405669 0.03078050 0.844150193 -0.614942773 0.22571582
#> b:52 0.215926450 -0.43947055 0.141787270 -0.750990493 0.98525126
#> b:53 0.115241024 -0.52190176 0.664324597 -0.531919851 0.11425179
#> c:54 -0.685362625 0.55537911 -0.853863666 0.515990369 0.06771488
#> b:55 0.715840130 -0.12914988 0.714059417 -0.640423001 0.36358689
#> a:56 -0.090383470 0.70514525 -0.275647645 0.293415201 -0.05519465
#> a:57 0.423470185 0.09988534 0.582439995 -0.599617266 0.45901716
#> c:58 -0.356585439 0.95855035 -0.230875791 0.641511200 -0.61399919
#> b:59 0.056381554 -0.08672681 0.842369279 -0.546958457 0.06609671
#> c:60 0.075866622 -0.69628423 -0.387031508 0.042788697 0.14259612
#> a:61 -0.815793580 0.70007198 -0.244116687 0.598516433 -0.61593725
#> c:62 -0.393042025 0.91444678 -0.342471313 0.809011110 -0.78987609
#> d:63 -0.348586008 0.42991676 0.282405401 0.320286717 -0.70306324
#> b:64 -0.441444636 -0.20711130 0.224829260 -0.190856087 0.02333933
#> a:65 -0.636708647 0.47244205 0.155789893 -0.202868363 0.25250880
#> a:66 0.667899738 -0.61196793 0.189588532 -0.657206840 0.77409177
#> b:67 -0.208646064 0.06095057 0.269028804 0.246150852 -0.64780059
#> a:68 -0.509370103 -0.28931755 -0.391558993 0.218568364 -0.07448204
#> a:69 -0.636647656 0.39741173 -0.983538719 0.822780957 -0.33651974
#> c:70 0.661731340 -0.27407802 0.303948199 -0.589019595 0.63295136
#> c:71 0.112089719 -0.27517241 0.036263655 0.344325565 -0.64494529
#> a:72 0.367949287 -0.46342373 0.620628852 -0.222101965 -0.31586930
#> a:73 -0.082883194 -0.06437435 0.328903858 -0.723975957 0.83427272
#> a:74 0.256949908 0.23674172 0.093647931 0.549379362 -0.90453525
#> a:75 -0.201658934 -0.65650322 -0.016396732 -0.372146885 0.45356470
#> d:76 0.232934863 0.62812828 0.270490191 0.260116250 -0.51854939
#> c:77 0.766758954 -0.10363420 0.171503500 -0.175047675 0.13686350
#> a:78 -0.803445813 0.23633097 -0.885696073 0.557730521 -0.04843250
#> c:79 0.102291441 -0.69685362 0.365419657 -0.838924028 0.85030075
#> a:80 -0.374355927 0.69078044 0.218545598 -0.111633537 0.11026982
#> b:81 0.801613050 -0.44031484 0.566398391 -0.751125531 0.61499734
#> b:82 -0.457720413 0.18050890 -0.892105169 0.377535152 0.25333172
#> d:83 -0.238129145 -0.52354919 -0.541871282 0.116008991 0.19384914
#> c:84 -0.972663805 0.69022460 -0.679548115 0.683773646 -0.35178020
#> d:85 0.442165772 -0.90313698 0.180532109 -0.309712295 0.14513299
#> b:86 0.769132530 -0.05417793 0.394394626 -0.330920621 0.18812729
#> c:87 -0.288813801 0.67983431 0.259040756 -0.130610423 0.10458031
#> d:88 -0.279866944 -0.01612335 -0.496146365 -0.167091877 0.71949450
#> b:89 0.406302973 -0.96534207 0.296569948 -0.698947588 0.64535791
#> a:90 -0.109828269 -0.64861329 0.282849223 -0.565070602 0.48751034
#> d:91 -0.512932851 -0.05252541 -0.837839637 0.256758479 0.34014847
#> a:92 -0.522933680 0.94713380 -0.462033103 0.596323738 -0.33414451
#> b:93 -0.750117138 0.88137860 -0.641131240 0.891184357 -0.66621238
#> c:94 0.200423369 -0.26396971 0.074037747 0.345385586 -0.67508953
#> d:95 0.583703774 -0.42165286 -0.327898894 0.128628963 0.03848962
#> b:96 -0.014291341 0.18488793 -0.321361402 -0.147598144 0.58288527
#> a:97 0.346985165 -0.68550338 0.348715464 -0.174846119 -0.18640510
#> a:98 -0.156642114 -0.62375959 0.236209438 -0.512919886 0.45090240
#> c:99 0.260295270 0.29777117 0.592546670 0.115801617 -0.66499970
#> a:100 -0.228368689 0.13123524 -0.150935898 -0.377506516 0.76773591
#> a:31 c:32 c:33 a:34 b:35
#> a:1 -0.0337538872 -0.95744420 -0.660224837 -0.050685494 0.642238017
#> c:2 0.5207876026 -0.40407287 0.141756772 -0.210780364 -0.059507635
#> a:3 -0.3805799824 -0.02453745 0.672150552 -0.611200283 0.158794990
#> a:4 0.6661910551 -0.26735688 -0.542818853 0.335706573 -0.129403525
#> a:5 -0.2255642073 0.57701281 0.335851458 -0.467282649 -0.094584474
#> a:6 0.1509411472 0.29085549 0.685120809 0.045380948 -0.430688490
#> b:7 -0.6140183426 -0.04716226 -0.554483147 0.346107466 0.381993940
#> d:8 0.0008530246 -0.38214329 0.328520014 -0.804078064 0.300429157
#> b:9 0.2475676006 0.73682654 0.862929696 0.043091141 -0.716816195
#> b:10 0.2829572002 -0.61027583 -0.158047965 0.184003819 0.111580881
#> b:11 -0.4174411023 0.22106351 0.644288870 -0.933580031 0.186032167
#> c:12 -0.3178163888 0.18216341 0.815277822 -0.701840484 0.025840170
#> b:13 0.4312387878 0.57734041 -0.193512189 0.571107356 -0.554631468
#> c:14 -0.5908384622 0.50042801 0.137518881 0.066485176 0.006001490
#> d:15 -0.9479062607 -0.32434987 -0.293054516 -0.108421737 0.708843712
#> b:16 0.7842162609 0.04648213 0.396122874 -0.149055941 -0.471246933
#> d:17 -0.5556240410 -0.85946004 -0.855513939 0.019532865 0.889550952
#> b:18 0.9547679921 0.51796969 0.233892572 0.338866886 -0.844301868
#> a:19 -0.3403441088 -0.32750471 -0.568779804 0.668410411 0.271766571
#> b:20 0.3771168236 0.27322737 -0.001922616 0.853166213 -0.556602424
#> b:21 0.0877131162 0.63697102 0.323116243 -0.344420838 -0.300649435
#> d:22 0.2345488857 -0.55852471 -0.923231474 0.515324219 0.261773069
#> d:23 -0.5386107479 -0.07826613 0.389105116 -0.188622952 0.215668886
#> c:24 -0.7840539683 -0.83039603 -0.503277006 -0.299228457 0.968716594
#> b:25 -0.2822357292 -0.94351273 -0.457530149 -0.108363095 0.704345602
#> d:26 0.2497140488 0.60185023 0.352298839 0.631812414 -0.678888076
#> d:27 0.6246779294 -0.18423178 -0.100065451 -0.215070330 -0.117105628
#> c:28 0.2057579180 -0.26465424 -0.100964694 0.573163489 -0.135003498
#> c:29 0.2204455562 0.29467161 0.525806432 -0.732473606 -0.167682315
#> c:30 -0.3933753301 -0.23331266 -0.754194975 0.620853497 0.334288101
#> a:31 NA 0.30850116 0.144605821 0.412740205 -0.773433831
#> c:32 0.3085011649 NA 0.666248302 0.114245299 -0.810637144
#> c:33 0.1446058208 0.66624830 NA -0.440699336 -0.532746144
#> a:34 0.4127402054 0.11424530 -0.440699336 NA -0.409367347
#> b:35 -0.7734338307 -0.81063714 -0.532746144 -0.409367347 NA
#> d:36 -0.0872267244 -0.94349836 -0.494521683 -0.056703976 0.608767821
#> c:37 0.3506121559 -0.53030525 0.041771220 -0.418531882 0.170464019
#> c:38 -0.8525401040 -0.23459662 0.228388578 -0.479466260 0.571654051
#> d:39 -0.3397073259 0.51035503 0.861058741 -0.701511362 -0.113585078
#> c:40 0.3391417385 0.49576985 0.911445441 -0.219970038 -0.594362955
#> c:41 0.3397655797 0.15673608 0.010192643 -0.378605168 -0.108067859
#> c:42 0.4311040669 0.35709040 0.057450563 0.844763716 -0.633286901
#> c:43 0.1569603358 0.45379569 0.544584704 -0.676487119 -0.226883133
#> d:44 -0.8471506710 -0.45029248 -0.170979512 -0.720182514 0.865145918
#> b:45 -0.8540348482 -0.04899626 0.275022989 -0.782554754 0.576191016
#> c:46 0.1248170546 0.47959158 0.399377897 -0.569780936 -0.207930306
#> b:47 -0.5954795160 -0.51958766 0.219207095 -0.725004696 0.647971452
#> b:48 -0.6665520085 -0.32123368 0.370626558 -0.762870310 0.561937847
#> a:49 0.7730989664 0.68159819 0.609506065 0.355369602 -0.955357456
#> a:50 -0.7284290588 -0.15610134 -0.001611564 0.071896837 0.383872491
#> a:51 0.6023745856 -0.13825737 -0.285707987 0.820863819 -0.389830398
#> b:52 -0.2591221605 -0.13090926 -0.747723900 0.696806328 0.203282388
#> b:53 -0.4975216453 -0.55197190 -0.025514734 -0.092989184 0.497406821
#> c:54 0.0009652623 -0.01995747 -0.360324672 -0.244488970 0.203653019
#> b:55 0.5878101350 0.16055536 -0.227424650 0.947928140 -0.564634651
#> a:56 0.7770019653 0.25572541 -0.233658868 0.383901855 -0.513060413
#> a:57 0.5966376909 -0.06891574 -0.518151972 0.938295370 -0.375663686
#> c:58 0.7994828415 0.04141140 0.087882159 -0.105660537 -0.388129131
#> b:59 -0.0025326938 -0.70332711 -0.265666390 0.195911840 0.315555785
#> c:60 -0.8099519554 0.29637544 0.341492847 -0.441638273 0.284835428
#> a:61 0.0382806817 -0.55758184 0.021797882 -0.703479385 0.424461951
#> c:62 0.6894669588 0.12422476 0.307970562 -0.342076331 -0.368803892
#> d:63 0.1670359001 -0.46904674 0.274709858 -0.496087961 0.178964433
#> b:64 -0.6646676688 -0.78475824 -0.183466364 -0.475060411 0.843575235
#> a:65 0.0145680910 -0.90487153 -0.804685512 0.080583460 0.604473337
#> a:66 -0.0592118791 0.40374046 -0.271536448 0.772111034 -0.290658300
#> b:67 -0.1581688873 -0.35377207 0.458935808 -0.626336552 0.264487123
#> a:68 -0.8744388198 -0.31623585 0.119815712 -0.798593654 0.751595345
#> a:69 -0.1896270229 0.21351832 0.189485338 -0.696487520 0.157906253
#> c:70 0.3531921211 0.37783291 -0.327712968 0.937267683 -0.507022535
#> c:71 -0.2867441253 0.19617362 0.826816025 -0.663982122 -0.010203461
#> a:72 -0.2203695297 -0.10160049 0.507204739 -0.206121162 0.042299504
#> a:73 -0.0751508430 -0.57645288 -0.959376091 0.649533053 0.384264903
#> a:74 0.4746118450 0.46033340 0.890537256 -0.344303029 -0.597444939
#> a:75 -0.9787790527 -0.43401542 -0.229603796 -0.310098789 0.810713662
#> d:76 0.9821117088 0.25673787 0.243329283 0.307447488 -0.743343000
#> c:77 0.6198848916 0.75496914 0.183485170 0.715183542 -0.885846277
#> a:78 -0.5216964522 -0.16523649 -0.129349812 -0.702321617 0.576182318
#> c:79 -0.6875244405 -0.48314308 -0.605186051 0.324567549 0.618666539
#> a:80 0.5297012178 -0.57068129 -0.671697245 0.367150969 0.091657629
#> b:81 0.2914045902 0.29625308 -0.252232355 0.958524058 -0.476212121
#> b:82 -0.2393300179 0.19834056 -0.261146426 -0.199388167 0.180071747
#> d:83 -0.8969598554 0.06076078 0.120879897 -0.556186928 0.531134695
#> c:84 -0.1267909188 -0.42280133 -0.173810357 -0.703066928 0.511240247
#> d:85 -0.6885413489 0.21493783 0.416607993 -0.185414982 0.155826077
#> b:86 0.7005909773 0.55787824 0.038668825 0.842556054 -0.835175997
#> c:87 0.5991714978 -0.50094606 -0.636811619 0.433727241 -0.001989305
#> d:88 -0.2573737147 -0.05904586 -0.691014578 0.266148215 0.289677974
#> b:89 -0.7545465414 -0.04542788 -0.115997582 0.181485278 0.354128706
#> a:90 -0.8621206245 -0.59074654 -0.322552717 -0.140163657 0.797447940
#> d:91 -0.5736795936 0.02670005 -0.278732165 -0.347076447 0.459614362
#> a:92 0.6361183050 -0.01992345 -0.191016253 -0.062149561 -0.207825679
#> b:93 0.3015019640 -0.08527335 0.138647090 -0.622512385 0.043296245
#> c:94 -0.1889734265 0.28035971 0.878105954 -0.598729194 -0.128062326
#> d:95 0.0119232813 0.93954032 0.514503854 0.128929256 -0.601102900
#> b:96 0.2458548356 0.17602896 -0.589181148 0.567872873 -0.171408634
#> a:97 -0.5233462805 0.05100952 0.557587892 -0.342296826 0.148177694
#> a:98 -0.8810303740 -0.59603387 -0.302456336 -0.200003819 0.820665607
#> c:99 0.6010533398 -0.01692400 0.461926069 0.005582627 -0.429637351
#> a:100 -0.0007701686 -0.28723621 -0.896973273 0.533618234 0.246666326
#> d:36 c:37 c:38 d:39 c:40
#> a:1 0.9474167808 0.67922469 -0.027283721 -0.620041023 -0.45018401
#> c:2 0.6410210231 0.94907165 -0.200908634 -0.150614656 0.40818310
#> a:3 0.1510525647 0.25069251 0.785749836 0.736746917 0.68574425
#> a:4 0.2805184046 0.43203867 -0.868987070 -0.757173499 -0.41684654
#> a:5 -0.7632596666 -0.38486577 -0.018778514 0.579850021 -0.07054194
#> a:6 -0.0214659656 0.05901578 0.360933126 0.423266315 0.87969020
#> b:7 -0.2165108027 -0.80274192 0.231917043 -0.222547471 -0.70825149
#> d:8 0.4749248359 0.86778239 0.220984639 0.347516417 0.34463369
#> b:9 -0.5202177913 -0.22561835 0.155919925 0.609285468 0.89671656
#> b:10 0.8333614015 0.66104167 0.037307185 -0.415415364 0.23210311
#> b:11 -0.2790466673 0.13437058 0.498857140 0.893296726 0.35663867
#> c:12 -0.0699265336 0.19752094 0.694456798 0.880450812 0.74529400
#> b:13 -0.6628339681 -0.55068461 -0.734291912 -0.309846496 -0.30957408
#> c:14 -0.6807377105 -0.92946518 0.420569454 0.416959473 -0.12495090
#> d:15 0.1197187689 -0.49316873 0.796536110 0.132678494 -0.40700415
#> b:16 0.2152582411 0.78804672 -0.468652849 0.000540413 0.58357763
#> d:17 0.6569148813 0.06994449 0.257051759 -0.537011378 -0.82464298
#> b:18 -0.3507760896 0.18226520 -0.886066860 -0.192182935 0.31245621
#> a:19 0.2762381842 -0.47998565 0.268511201 -0.504260728 -0.39303770
#> b:20 -0.0979467163 -0.37456500 -0.177466388 -0.333686403 0.26506164
#> b:21 -0.7712255683 -0.25715756 -0.322325244 0.430417804 -0.03155012
#> d:22 0.4642432902 0.14724310 -0.559319795 -0.953999563 -0.78167269
#> d:23 0.1656562025 -0.12666036 0.877206295 0.481993794 0.46899624
#> c:24 0.6755673323 0.13768933 0.670977812 -0.129688249 -0.49204009
#> b:25 0.9751601467 0.56703010 0.380882327 -0.379615417 -0.21529168
#> d:26 -0.4415756038 -0.55804587 -0.009558143 0.082741031 0.48460943
#> d:27 0.2418005664 0.74058511 -0.682506524 -0.281889226 -0.06277692
#> c:28 0.4812052183 0.10228538 0.115326139 -0.380795590 0.28210611
#> c:29 -0.2875487712 0.43215933 -0.200445811 0.534695311 0.30581062
#> c:30 0.0387102694 -0.65298913 0.057124202 -0.559692135 -0.74712966
#> a:31 -0.0872267244 0.35061216 -0.852540104 -0.339707326 0.33914174
#> c:32 -0.9434983646 -0.53030525 -0.234596619 0.510355028 0.49576985
#> c:33 -0.4945216834 0.04177122 0.228388578 0.861058741 0.91144544
#> a:34 -0.0567039759 -0.41853188 -0.479466260 -0.701511362 -0.21997004
#> b:35 0.6087678214 0.17046402 0.571654051 -0.113585078 -0.59436296
#> d:36 NA 0.68394797 0.176480260 -0.492449143 -0.22346564
#> c:37 0.6839479743 NA -0.142040572 -0.116272310 0.22065207
#> c:38 0.1764802604 -0.14204057 NA 0.551414270 0.15524655
#> d:39 -0.4924491434 -0.11627231 0.551414270 NA 0.62246871
#> c:40 -0.2234656407 0.22065207 0.155246554 0.622468707 NA
#> c:41 -0.2477601492 0.30762716 -0.584158592 0.030492697 -0.20229418
#> c:42 -0.1754970411 -0.38679085 -0.228845194 -0.294047822 0.30715408
#> c:43 -0.4883414482 0.20980875 -0.197606172 0.593900393 0.25972052
#> d:44 0.2121542259 0.04539587 0.635920099 0.322019769 -0.41519761
#> b:45 -0.1261546243 -0.15670848 0.798555508 0.719194097 -0.01715905
#> c:46 -0.5725134816 0.05765004 -0.279799744 0.491276986 0.07493696
#> b:47 0.5340203501 0.44886524 0.816730496 0.449495110 0.22633728
#> b:48 0.3208156844 0.27469721 0.892139410 0.631377608 0.31032163
#> a:49 -0.4110546243 0.00481002 -0.436569711 0.144486407 0.75704717
#> a:50 0.1147382174 -0.46517088 0.839419264 0.216062984 0.03183840
#> a:51 0.3435988952 0.11276278 -0.427584020 -0.688619553 0.09549636
#> b:52 -0.0562860585 -0.67836882 -0.100191284 -0.604001780 -0.74639031
#> b:53 0.6303256797 0.16624359 0.772643404 0.062640847 0.17740193
#> c:54 -0.2102352934 0.01313568 -0.447961865 -0.152980483 -0.62716292
#> b:55 -0.0005802918 -0.22434004 -0.492229195 -0.609904496 0.06505560
#> a:56 -0.2429487592 0.10645582 -0.986087513 -0.491577974 -0.22657152
#> a:57 0.1648785847 -0.09532970 -0.644601424 -0.847137282 -0.23460161
#> c:58 0.0843787989 0.67696463 -0.765062821 -0.209069040 0.15414886
#> b:59 0.8648025262 0.47978854 0.274347281 -0.399630749 0.09819750
#> c:60 -0.4666735635 -0.59231634 0.746955643 0.727747255 0.03984620
#> a:61 0.5917103092 0.90914155 0.037847876 0.069930731 0.04294281
#> c:62 0.0048074697 0.70181642 -0.595632609 0.060568405 0.31235080
#> d:63 0.6678763503 0.91444586 0.193826353 0.135931101 0.47188737
#> b:64 0.7453251270 0.38526505 0.764622629 0.085854862 -0.11155595
#> a:65 0.8461142960 0.55383089 -0.193760829 -0.753583152 -0.62865756
#> a:66 -0.4930653675 -0.89938096 -0.135511548 -0.275081450 -0.29433655
#> b:67 0.5202933577 0.67371024 0.562723433 0.441917151 0.58023797
#> a:68 0.1503494453 0.03516535 0.829455706 0.568760085 -0.10219806
#> a:69 -0.3972885019 0.04963853 -0.064273853 0.453306170 -0.17551467
#> c:70 -0.3809148007 -0.64688831 -0.505476859 -0.523607698 -0.23950431
#> c:71 -0.0689086133 0.19452289 0.682835413 0.867785039 0.77478866
#> a:72 0.2996231178 0.19763456 0.690468069 0.432334088 0.68631284
#> a:73 0.4562952620 -0.15912835 -0.223724017 -0.902949472 -0.80194970
#> a:74 -0.1960648181 0.41488211 -0.028262756 0.586430476 0.95044571
#> a:75 0.2433593307 -0.29362642 0.872453910 0.216576585 -0.34424825
#> d:76 0.0017670835 0.47093227 -0.750116281 -0.253534197 0.46504915
#> c:77 -0.6523471189 -0.50882421 -0.598694583 -0.148794957 0.22997047
#> a:78 -0.0963749446 0.03842488 0.185122297 0.290081068 -0.47017529
#> c:79 0.3286431330 -0.45358842 0.522873803 -0.329577440 -0.55184001
#> a:80 0.6123726834 0.55221333 -0.655501604 -0.870559192 -0.43528484
#> b:81 -0.2384370345 -0.60244355 -0.309682888 -0.480713412 -0.07974696
#> b:82 -0.4813065781 -0.37266914 -0.236015431 0.041459397 -0.61478306
#> d:83 -0.2995493162 -0.45836529 0.715892597 0.600337020 -0.21122408
#> c:84 0.2892269533 0.58181215 -0.079606941 0.046842880 -0.34142620
#> d:85 -0.2377775355 -0.51655700 0.864626412 0.629499591 0.32527736
#> b:86 -0.4138343649 -0.36928757 -0.639333826 -0.357011208 0.19590062
#> c:87 0.5629093110 0.52088518 -0.704834300 -0.878104159 -0.38596798
#> d:88 -0.2322058659 -0.51697574 -0.277076513 -0.421564766 -0.89522431
#> b:89 -0.0669169528 -0.68397243 0.728719323 0.150709508 -0.15414978
#> a:90 0.4690960622 -0.16655558 0.840325365 0.023864470 -0.30189415
#> d:91 -0.3473299763 -0.40937806 0.118890481 0.159512919 -0.64805298
#> a:92 0.0160292846 0.48772373 -0.822395543 -0.346689925 -0.22122475
#> b:93 0.0741281902 0.67020301 -0.370678429 0.136373846 0.01212830
#> c:94 -0.1257501910 0.17825140 0.612251945 0.863567213 0.84276481
#> d:95 -0.9785315700 -0.76802081 -0.049798764 0.510684246 0.27822182
#> b:96 -0.3458838562 -0.45193210 -0.688059769 -0.582825049 -0.68568175
#> a:97 0.0382465055 -0.10455398 0.879549500 0.658842504 0.57644337
#> a:98 0.4682268386 -0.14056699 0.856205040 0.060168280 -0.29815659
#> c:99 0.3430240333 0.65086740 -0.118287794 0.048188745 0.76347436
#> a:100 0.0802677527 -0.29733471 -0.469368217 -0.784742033 -0.91818535
#> c:41 c:42 c:43 d:44 b:45
#> a:1 0.016302717 -0.321433043 -0.359348329 0.26759574 -0.169447736
#> c:2 0.126902977 -0.085720223 0.067955252 -0.23376546 -0.356624942
#> a:3 -0.419036212 -0.146189506 0.092072811 0.29503493 0.577425801
#> a:4 0.578451740 -0.044069045 0.053017496 -0.33858499 -0.706869452
#> a:5 0.615220085 -0.498246836 0.792886705 0.37665201 0.535681644
#> a:6 -0.639317787 0.559736415 -0.214328175 -0.43409801 -0.067421732
#> b:7 -0.273458775 0.067564445 -0.413434727 0.33067063 0.249850875
#> d:8 0.321527990 -0.647100024 0.464919858 0.38399427 0.324796435
#> b:9 -0.350175889 0.544285771 0.125099603 -0.50969835 -0.031716608
#> b:10 -0.438955149 0.282076909 -0.550280624 -0.28807051 -0.438540119
#> b:11 0.326764507 -0.689358298 0.749686308 0.61215894 0.828587193
#> c:12 -0.225050162 -0.221370532 0.332548904 0.28724456 0.627246791
#> b:13 0.396891519 0.322615272 0.151609551 -0.46406476 -0.466439992
#> c:14 -0.279155932 0.121610727 -0.029247607 0.24406914 0.501970283
#> d:15 -0.548847541 -0.158129005 -0.437912125 0.66482007 0.656412333
#> b:16 0.354462632 0.028951651 0.357470572 -0.48200961 -0.472201676
#> d:17 -0.142148129 -0.363812900 -0.488678790 0.59309336 0.189545155
#> b:18 0.499045908 0.344214129 0.361235500 -0.78469882 -0.735093337
#> a:19 -0.793385172 0.549970669 -0.948943045 -0.08703570 -0.177539346
#> b:20 -0.666053655 0.995228762 -0.675465505 -0.80128204 -0.646792299
#> b:21 0.777962927 -0.411644396 0.859044579 0.14186236 0.263274574
#> d:22 0.198988045 0.018954204 -0.401558766 -0.10051903 -0.558678579
#> d:23 -0.824706681 0.207823798 -0.391102509 0.19322834 0.459934688
#> c:24 -0.344922090 -0.449194534 -0.418360268 0.76719531 0.521780426
#> b:25 -0.389754247 -0.182833754 -0.548895885 0.32921396 0.039077900
#> d:26 -0.619829834 0.920414503 -0.402691681 -0.70897488 -0.366796797
#> d:27 0.803553853 -0.406553940 0.511616566 -0.12011337 -0.375159009
#> c:28 -0.808321126 0.745904926 -0.824308784 -0.52760002 -0.504964471
#> c:29 0.816195076 -0.646209723 0.972192970 0.21414689 0.288645706
#> c:30 -0.398155050 0.290474532 -0.688899753 0.08921910 -0.091836233
#> a:31 0.339765580 0.431104067 0.156960336 -0.84715067 -0.854034848
#> c:32 0.156736079 0.357090399 0.453795690 -0.45029248 -0.048996259
#> c:33 0.010192643 0.057450563 0.544584704 -0.17097951 0.275022989
#> a:34 -0.378605168 0.844763716 -0.676487119 -0.72018251 -0.782554754
#> b:35 -0.108067859 -0.633286901 -0.226883133 0.86514592 0.576191016
#> d:36 -0.247760149 -0.175497041 -0.488341448 0.21215423 -0.126154624
#> c:37 0.307627158 -0.386790853 0.209808748 0.04539587 -0.156708476
#> c:38 -0.584158592 -0.228845194 -0.197606172 0.63592010 0.798555508
#> d:39 0.030492697 -0.294047822 0.593900393 0.32201977 0.719194097
#> c:40 -0.202294176 0.307154077 0.259720516 -0.41519761 -0.017159050
#> c:41 NA -0.607438659 0.817147398 0.13891473 -0.008592725
#> c:42 -0.607438659 NA -0.601538113 -0.84113783 -0.661591157
#> c:43 0.817147398 -0.601538113 NA 0.21635812 0.341890084
#> d:44 0.138914729 -0.841137826 0.216358123 NA 0.871792976
#> b:45 -0.008592725 -0.661591157 0.341890084 0.87179298 NA
#> c:46 0.870063831 -0.594746523 0.973196721 0.23212466 0.316421015
#> b:47 -0.283800364 -0.503433092 0.001512277 0.65886111 0.676433370
#> b:48 -0.302488915 -0.477270442 0.088482753 0.67162283 0.792048270
#> a:49 -0.058231034 0.677016088 0.120903476 -0.88379499 -0.578681546
#> a:50 -0.883251953 0.258350701 -0.619587063 0.28576569 0.444205171
#> a:51 -0.440556224 0.807749262 -0.690995985 -0.79773683 -0.884676727
#> b:52 -0.300780913 0.342291452 -0.628432443 -0.02430355 -0.202778811
#> b:53 -0.819107491 0.122825417 -0.633672175 0.25130454 0.272975924
#> c:54 0.871532623 -0.651540786 0.570936890 0.37727203 0.123916642
#> b:55 -0.416633835 0.926893380 -0.630221234 -0.87493227 -0.870650819
#> a:56 0.692460626 0.098619729 0.308338866 -0.51895735 -0.690274329
#> a:57 -0.208411829 0.729843003 -0.613205569 -0.75016904 -0.923699628
#> c:58 0.748174453 -0.194273710 0.530448911 -0.35850948 -0.504667210
#> b:59 -0.637567665 0.275211451 -0.722535949 -0.11098090 -0.262742509
#> c:60 -0.217455649 -0.271927761 0.187758307 0.60374627 0.872225940
#> a:61 0.469194390 -0.733729618 0.413298686 0.42647808 0.206985970
#> c:62 0.771944191 -0.325907773 0.701186126 -0.22787167 -0.285880139
#> d:63 -0.008888942 -0.273933292 0.102364322 0.08071479 0.026847823
#> b:64 -0.402013230 -0.428328743 -0.316499212 0.67800549 0.536607939
#> a:65 0.127410994 -0.302257577 -0.352224733 0.22795799 -0.258619116
#> a:66 -0.384076916 0.656774878 -0.474835556 -0.35769458 -0.262037715
#> b:67 -0.239160796 -0.275292509 0.077253439 0.26120154 0.351444273
#> a:68 -0.053026568 -0.725715868 0.216940613 0.93783315 0.961298957
#> a:69 0.823173632 -0.815380239 0.882837700 0.55919017 0.544892260
#> c:70 -0.226388122 0.777149008 -0.461268929 -0.66382033 -0.646697889
#> c:71 -0.257516983 -0.169378054 0.303245414 0.23859028 0.588711813
#> a:72 -0.726495701 0.253805910 -0.310954439 -0.01876845 0.236416954
#> a:73 -0.228804368 0.218763945 -0.730689037 -0.03238225 -0.412000239
#> a:74 0.091347447 0.113312467 0.477118834 -0.38137583 -0.057161224
#> a:75 -0.481157804 -0.328201629 -0.336460770 0.78473858 0.756878215
#> d:76 0.283392058 0.400465564 0.165792220 -0.81799584 -0.799483203
#> c:77 -0.024904135 0.769446305 -0.052460567 -0.84438468 -0.636302904
#> a:78 0.623229425 -0.929309314 0.598257750 0.84395453 0.697544026
#> c:79 -0.683007814 0.159909127 -0.793619276 0.34640280 0.211542095
#> a:80 0.289002835 0.009859497 -0.248420322 -0.27055873 -0.696273789
#> b:81 -0.505603002 0.913115721 -0.653528829 -0.70186170 -0.633399969
#> b:82 0.683193226 -0.543567470 0.517081916 0.44168933 0.321865821
#> d:83 -0.042775415 -0.530222272 0.236234315 0.81833349 0.939846256
#> c:84 0.755298176 -0.936037385 0.596945338 0.63326299 0.357060659
#> d:85 -0.691405956 0.153690434 -0.219542611 0.29424696 0.633378905
#> b:86 -0.139866197 0.868150470 -0.256536819 -0.93399361 -0.804951106
#> c:87 0.270028240 0.096210861 -0.260804514 -0.36465026 -0.764122805
#> d:88 0.334651970 -0.212836919 -0.032235139 0.28559990 0.035833043
#> b:89 -0.786292108 0.265730825 -0.590398999 0.29238084 0.432624014
#> a:90 -0.663034913 -0.144549571 -0.578603324 0.62272709 0.549681226
#> d:91 0.467779678 -0.648044962 0.390691382 0.70573344 0.596188843
#> a:92 0.889202095 -0.344151091 0.535927839 -0.17008930 -0.423528232
#> b:93 0.891632370 -0.726420020 0.798944004 0.24048099 0.087601906
#> c:94 -0.259540280 -0.079184409 0.308786340 0.12475467 0.504695383
#> d:95 0.043052451 0.303588636 0.335092168 -0.24132930 0.141179040
#> b:96 0.406005854 0.128699010 -0.024426485 -0.21660984 -0.424218970
#> a:97 -0.694548835 0.105601407 -0.183071525 0.23243575 0.557931641
#> a:98 -0.624695145 -0.202233098 -0.529031390 0.66652860 0.592797957
#> c:99 -0.193200581 0.347195813 -0.050418076 -0.55401528 -0.437455263
#> a:100 0.216604848 0.004422320 -0.314043448 0.02891767 -0.337457274
#> c:46 b:47 b:48 a:49 a:50
#> a:1 -0.39054174 0.368030731 0.139246448 -0.521443488 -0.106804571
#> c:2 -0.10500203 0.341349864 0.175089210 0.269108059 -0.407358540
#> a:3 -0.09973401 0.833966779 0.897436977 0.059011401 0.501226288
#> a:4 0.12218675 -0.522409034 -0.693010232 0.049682863 -0.797580026
#> a:5 0.87750912 -0.171698016 -0.003948339 -0.121077217 -0.261853767
#> a:6 -0.38660224 0.293093453 0.355365260 0.644099551 0.421814739
#> b:7 -0.22632970 -0.236094867 -0.167405800 -0.547522709 0.508477987
#> d:8 0.29217243 0.720476782 0.635607008 -0.135062231 -0.275865340
#> b:9 0.01243606 -0.034942289 0.118053415 0.800512525 0.213873263
#> b:10 -0.69144183 0.357262284 0.175621022 0.143275047 0.101283568
#> b:11 0.66120830 0.575624182 0.695785030 -0.176673461 0.007397659
#> c:12 0.15188646 0.734154498 0.837793093 0.141391084 0.352313167
#> b:13 0.32985267 -0.964891556 -0.898894258 0.299723855 -0.446034805
#> c:14 0.08345214 -0.142339953 0.062238463 -0.153200419 0.566332528
#> d:15 -0.37962102 0.443266237 0.501961757 -0.706089327 0.850605259
#> b:16 0.20688160 0.012359928 -0.084164501 0.599416919 -0.656165930
#> d:17 -0.40546714 0.293075553 0.159083421 -0.889022678 0.288745732
#> b:18 0.36358883 -0.705674283 -0.721243666 0.770752329 -0.796160344
#> a:19 -0.86948037 -0.079249402 -0.111372710 -0.237951120 0.711673424
#> b:20 -0.66966076 -0.452010620 -0.438227574 0.614125856 0.318965775
#> b:21 0.94441289 -0.375877972 -0.240299505 0.071825107 -0.535342746
#> d:22 -0.27352886 -0.413081266 -0.593729996 -0.342127101 -0.333813411
#> d:23 -0.51873257 0.676010885 0.747245058 -0.013543324 0.869875670
#> c:24 -0.42263920 0.698855978 0.611861565 -0.873568393 0.559022079
#> b:25 -0.63500527 0.650104047 0.466353454 -0.496094379 0.318887091
#> d:26 -0.41028879 -0.395318053 -0.281219973 0.706696065 0.390602496
#> d:27 0.48433441 -0.158144985 -0.297149347 0.093748961 -0.927842786
#> c:28 -0.91054765 0.081304551 -0.005810318 0.342606277 0.448935356
#> c:29 0.90796228 0.122135190 0.162862693 0.115470483 -0.670062520
#> c:30 -0.51061583 -0.330701143 -0.339373820 -0.450553222 0.462446260
#> a:31 0.12481705 -0.595479516 -0.666552009 0.773098966 -0.728429059
#> c:32 0.47959158 -0.519587660 -0.321233677 0.681598187 -0.156101340
#> c:33 0.39937790 0.219207095 0.370626558 0.609506065 -0.001611564
#> a:34 -0.56978094 -0.725004696 -0.762870310 0.355369602 0.071896837
#> b:35 -0.20793031 0.647971452 0.561937847 -0.955357456 0.383872491
#> d:36 -0.57251348 0.534020350 0.320815684 -0.411054624 0.114738217
#> c:37 0.05765004 0.448865236 0.274697206 0.004810020 -0.465170878
#> c:38 -0.27979974 0.816730496 0.892139410 -0.436569711 0.839419264
#> d:39 0.49127699 0.449495110 0.631377608 0.144486407 0.216062984
#> c:40 0.07493696 0.226337278 0.310321629 0.757047165 0.031838399
#> c:41 0.87006383 -0.283800364 -0.302488915 -0.058231034 -0.883251953
#> c:42 -0.59474652 -0.503433092 -0.477270442 0.677016088 0.258350701
#> c:43 0.97319672 0.001512277 0.088482753 0.120903476 -0.619587063
#> d:44 0.23212466 0.658861109 0.671622830 -0.883794990 0.285765693
#> b:45 0.31642102 0.676433370 0.792048270 -0.578681546 0.444205171
#> c:46 NA -0.152467587 -0.057878597 0.041228243 -0.639015316
#> b:47 -0.15246759 NA 0.970544427 -0.440898512 0.455805035
#> b:48 -0.05787860 0.970544427 NA -0.382221766 0.529535406
#> a:49 0.04122824 -0.440898512 -0.382221766 NA -0.277507267
#> a:50 -0.63901532 0.455805035 0.529535406 -0.277507267 NA
#> a:51 -0.70754362 -0.391827202 -0.512066813 0.492097432 -0.009580950
#> b:52 -0.43380471 -0.486062965 -0.490730401 -0.351108950 0.334031517
#> b:53 -0.75562124 0.748274158 0.696504734 -0.253107030 0.788496363
#> c:54 0.71114394 -0.319891050 -0.336869391 -0.433834781 -0.636468646
#> b:55 -0.59045616 -0.639562013 -0.687647436 0.580682685 0.015051031
#> a:56 0.40795351 -0.810891846 -0.871431087 0.344170277 -0.876446661
#> a:57 -0.53417846 -0.684922338 -0.793979747 0.353692434 -0.168080130
#> c:58 0.48558609 -0.283968272 -0.391967036 0.372201127 -0.951569789
#> b:59 -0.84087527 0.466722253 0.303707423 -0.061551302 0.382070545
#> c:60 0.21213519 0.360907109 0.552770153 -0.343330786 0.612648684
#> a:61 0.29237432 0.590652296 0.453352528 -0.306413012 -0.423783911
#> c:62 0.62129591 -0.109620027 -0.178953258 0.371130651 -0.901369025
#> d:63 -0.10334828 0.684971302 0.557471347 0.070118585 -0.132487438
#> b:64 -0.41557437 0.911748747 0.824362855 -0.651794061 0.545242451
#> a:65 -0.32734524 0.153874142 -0.072957456 -0.552924831 -0.207046988
#> a:66 -0.31188281 -0.663781350 -0.564141693 0.137352936 0.354180690
#> b:67 -0.13983566 0.877898708 0.828361811 -0.002181804 0.216964376
#> a:68 0.17289264 0.811465643 0.865635966 -0.705844720 0.455738199
#> a:69 0.93037090 0.051403453 0.125856964 -0.324755648 -0.473514502
#> c:70 -0.31331551 -0.862520449 -0.829836282 0.368321381 0.022999152
#> c:71 0.11862516 0.717396267 0.820262194 0.184684336 0.361419749
#> a:72 -0.49931575 0.682895289 0.704728660 0.220812613 0.631675914
#> a:73 -0.59136338 -0.304783505 -0.443155550 -0.436822179 0.134636404
#> a:74 0.29266960 0.189518020 0.243625636 0.735128476 -0.255436452
#> a:75 -0.31737956 0.632796307 0.671193232 -0.768748701 0.805245169
#> d:76 0.09125381 -0.438769818 -0.517135014 0.794119551 -0.683757900
#> c:77 0.02369931 -0.866991104 -0.777274616 0.765529214 -0.215835400
#> a:78 0.66605593 0.272100521 0.301912589 -0.714940859 -0.201258982
#> c:79 -0.70825411 0.194079036 0.174125015 -0.600874555 0.793480361
#> a:80 -0.21610588 -0.278445228 -0.500169648 -0.078821513 -0.552234330
#> b:81 -0.55490349 -0.681621872 -0.655801510 0.421769532 0.248507727
#> b:82 0.69058375 -0.351957830 -0.281043982 -0.451164310 -0.350004127
#> d:83 0.28388661 0.429922913 0.574555757 -0.611689005 0.503092493
#> c:84 0.59136135 0.332755385 0.244849782 -0.554848157 -0.531240040
#> d:85 -0.26757938 0.462207170 0.622356717 -0.079060752 0.884515193
#> b:86 -0.19644039 -0.838037122 -0.807310966 0.765653899 -0.197452250
#> c:87 -0.22842578 -0.346395759 -0.561146495 0.012694603 -0.566322988
#> d:88 0.19153733 -0.498909862 -0.490387676 -0.544336313 -0.119244214
#> b:89 -0.54351622 0.241509979 0.341910480 -0.333688953 0.955354421
#> a:90 -0.58702734 0.654362113 0.639349462 -0.688824029 0.858384892
#> d:91 0.54500564 -0.052888362 0.027153715 -0.683841904 -0.040311224
#> a:92 0.57739792 -0.421312338 -0.526098121 0.093654754 -0.977498306
#> b:93 0.75469799 0.107648202 0.041401416 -0.082567737 -0.811945554
#> c:94 0.12140832 0.638705853 0.748029967 0.300824782 0.322105368
#> d:95 0.40911696 -0.481303395 -0.256544332 0.433792607 0.072364725
#> b:96 0.18915364 -0.854507892 -0.862086852 -0.085658635 -0.404297005
#> a:97 -0.32457904 0.700560795 0.801696432 0.040216976 0.783113547
#> a:98 -0.54137827 0.687788781 0.674357719 -0.712863385 0.839858726
#> c:99 -0.24578732 0.212669811 0.132434151 0.661802953 -0.171065461
#> a:100 -0.10979989 -0.570861977 -0.654728255 -0.437129761 -0.193560233
#> a:51 b:52 b:53 c:54 b:55
#> a:1 0.259677371 0.03970962 0.37654332 0.1013017625 -0.0568188329
#> c:2 0.359871964 -0.67413998 0.22387166 -0.2306744529 0.0407238545
#> a:3 -0.290500248 -0.64712256 0.67086667 -0.6134743871 -0.4296603736
#> a:4 0.406180545 0.12210376 -0.53112544 0.5275259047 0.3189218925
#> a:5 -0.825297885 -0.10796719 -0.64832826 0.6433914651 -0.5912679424
#> a:6 0.341986352 -0.43864422 0.53195978 -0.9203905420 0.2950919258
#> b:7 -0.156844493 0.89182579 0.01594632 0.2086567946 0.0522973141
#> d:8 -0.337364063 -0.84791578 0.22740122 0.0382193357 -0.6281789809
#> b:9 0.124048706 -0.41239620 0.08511599 -0.6484310295 0.2458610346
#> b:10 0.683433976 -0.21892805 0.63533798 -0.5931412637 0.3748182949
#> b:11 -0.882588278 -0.65612008 -0.01963107 0.1845884946 -0.8887193650
#> c:12 -0.441973141 -0.73666365 0.45126826 -0.4669074275 -0.5222757098
#> b:13 0.142628896 0.49811709 -0.83556335 0.4839139418 0.4342534015
#> c:14 -0.421528313 0.46776011 -0.04837816 -0.0042535150 -0.1166277726
#> d:15 -0.342664743 0.49537204 0.57076492 -0.1462906083 -0.3012403239
#> b:16 0.313471634 -0.75603584 -0.16645218 -0.1092756560 0.1232163733
#> d:17 -0.039550521 0.53708653 0.37369864 0.2475971558 -0.1814541028
#> b:18 0.396448132 -0.24265940 -0.71007158 0.1780340619 0.4713877977
#> a:19 0.504843931 0.79613396 0.53337715 -0.4419910566 0.5405192229
#> b:20 0.828341009 0.37949587 0.20104319 -0.6818880836 0.9275522840
#> b:21 -0.654578201 -0.16556245 -0.84323822 0.7162494517 -0.4291359226
#> d:22 0.446834471 0.58612313 -0.19939828 0.4233788488 0.3715149962
#> d:23 -0.027237788 -0.15830845 0.86163265 -0.8183295740 -0.0931415155
#> c:24 -0.233646108 0.23346191 0.68631645 -0.0371898582 -0.4229499199
#> b:25 0.254481686 -0.01209776 0.76560039 -0.2987099358 -0.0723510320
#> d:26 0.524405669 0.21592645 0.11524102 -0.6853626251 0.7158401300
#> d:27 0.030780500 -0.43947055 -0.52190176 0.5553791086 -0.1291498839
#> c:28 0.844150193 0.14178727 0.66432460 -0.8538636661 0.7140594168
#> c:29 -0.614942773 -0.75099049 -0.53191985 0.5159903691 -0.6404230009
#> c:30 0.225715822 0.98525126 0.11425179 0.0677148832 0.3635868877
#> a:31 0.602374586 -0.25912216 -0.49752165 0.0009652623 0.5878101350
#> c:32 -0.138257373 -0.13090926 -0.55197190 -0.0199574715 0.1605553641
#> c:33 -0.285707987 -0.74772390 -0.02551473 -0.3603246717 -0.2274246504
#> a:34 0.820863819 0.69680633 -0.09298918 -0.2444889697 0.9479281398
#> b:35 -0.389830398 0.20328239 0.49740682 0.2036530190 -0.5646346506
#> d:36 0.343598895 -0.05628606 0.63032568 -0.2102352934 -0.0005802918
#> c:37 0.112762778 -0.67836882 0.16624359 0.0131356802 -0.2243400403
#> c:38 -0.427584020 -0.10019128 0.77264340 -0.4479618654 -0.4922291946
#> d:39 -0.688619553 -0.60400178 0.06264085 -0.1529804825 -0.6099044961
#> c:40 0.095496356 -0.74639031 0.17740193 -0.6271629214 0.0650556012
#> c:41 -0.440556224 -0.30078091 -0.81910749 0.8715326233 -0.4166338351
#> c:42 0.807749262 0.34229145 0.12282542 -0.6515407859 0.9268933802
#> c:43 -0.690995985 -0.62843244 -0.63367218 0.5709368896 -0.6302212340
#> d:44 -0.797736833 -0.02430355 0.25130454 0.3772720251 -0.8749322680
#> b:45 -0.884676727 -0.20277881 0.27297592 0.1239166421 -0.8706508186
#> c:46 -0.707543623 -0.43380471 -0.75562124 0.7111439368 -0.5904561559
#> b:47 -0.391827202 -0.48606297 0.74827416 -0.3198910497 -0.6395620133
#> b:48 -0.512066813 -0.49073040 0.69650473 -0.3368693910 -0.6876474364
#> a:49 0.492097432 -0.35110895 -0.25310703 -0.4338347813 0.5806826850
#> a:50 -0.009580950 0.33403152 0.78849636 -0.6364686461 0.0150510305
#> a:51 NA 0.26933859 0.18938872 -0.5106944076 0.9291795550
#> b:52 0.269338595 NA -0.03858096 0.1396018534 0.4399999449
#> b:53 0.189388718 -0.03858096 NA -0.7457035976 -0.0170652719
#> c:54 -0.510694408 0.13960185 -0.74570360 NA -0.4326758945
#> b:55 0.929179555 0.43999994 -0.01706527 -0.4326758945 NA
#> a:56 0.277875573 0.10344763 -0.85485827 0.5838110293 0.3639292916
#> a:57 0.904764418 0.54353128 -0.13047948 -0.1542418845 0.9311748079
#> c:58 0.150441053 -0.50814670 -0.57911340 0.4113143227 0.0347036723
#> b:59 0.611887632 -0.02976722 0.81666209 -0.6578451223 0.3237040920
#> c:60 -0.734170918 0.06416108 0.18550756 -0.0296538079 -0.5619772666
#> a:61 -0.287593697 -0.66416042 0.10361259 0.2722285821 -0.5935756333
#> c:62 -0.056073553 -0.70286236 -0.53602237 0.3823166644 -0.1735757992
#> d:63 0.087168774 -0.77397371 0.46784309 -0.3260296860 -0.2532747939
#> b:64 -0.202419842 -0.14058598 0.83394530 -0.2784325028 -0.4694293238
#> a:65 0.272635775 0.21829005 0.18711667 0.2767746270 0.0149293713
#> a:66 0.307195028 0.82781970 -0.16695365 -0.1008807568 0.6022792034
#> b:67 -0.118807355 -0.76176536 0.66392448 -0.4978943493 -0.4033455011
#> a:68 -0.796839494 -0.20932088 0.42636779 0.0948952502 -0.8770459830
#> a:69 -0.870127917 -0.30556480 -0.59501517 0.8047226736 -0.7928110568
#> c:70 0.594851894 0.73394616 -0.32754282 -0.0667897067 0.8351967396
#> c:71 -0.394206387 -0.73509946 0.46481858 -0.5099734157 -0.4741336971
#> a:72 0.152248258 -0.43046152 0.83493504 -0.8958355237 -0.0009041433
#> a:73 0.491867861 0.83172232 0.11774216 0.1339021645 0.4623167754
#> a:74 0.012989592 -0.88016860 -0.01871386 -0.3928300785 -0.0511641980
#> a:75 -0.438597106 0.30640187 0.64091684 -0.1329053287 -0.4679459504
#> d:76 0.593975835 -0.40442619 -0.37119065 -0.1096555363 0.5287827808
#> c:77 0.479591028 0.27282117 -0.52084262 -0.1191012451 0.7412145918
#> a:78 -0.888134910 -0.07649012 -0.30000905 0.7835554147 -0.8760874038
#> c:79 0.123977470 0.74911765 0.59569879 -0.2458680781 0.1334767984
#> a:80 0.560652010 0.16168104 -0.16093309 0.2820423592 0.3711070635
#> b:81 0.721618490 0.67970128 -0.03631136 -0.3703067766 0.9100856182
#> b:82 -0.643588247 0.31311094 -0.70499282 0.9097340256 -0.4447907096
#> d:83 -0.848254392 0.10580475 0.14424384 0.2120370859 -0.7294892853
#> c:84 -0.588193894 -0.36626760 -0.26469976 0.7315494171 -0.7521266490
#> d:85 -0.292921562 0.03820462 0.58624924 -0.5780271260 -0.1948851720
#> b:86 0.705435872 0.31425090 -0.37831180 -0.2348745669 0.8938120286
#> c:87 0.621969003 0.16722453 -0.19046873 0.2422412972 0.4502966252
#> d:88 -0.226140756 0.76815557 -0.48982866 0.7317578091 -0.0397816872
#> b:89 -0.069786971 0.54395603 0.58878241 -0.4493087722 0.0458313523
#> a:90 -0.151482554 0.33105476 0.81981675 -0.3391205024 -0.2511558075
#> d:91 -0.776775386 0.33859749 -0.40480534 0.7793329769 -0.6160749621
#> a:92 0.001850398 -0.21867498 -0.74640159 0.7219852318 -0.0503540612
#> b:93 -0.428942749 -0.62051558 -0.50063550 0.6528211295 -0.5595329962
#> c:94 -0.326213607 -0.75027693 0.41809148 -0.5474263071 -0.3890899484
#> d:95 -0.268642425 0.11458790 -0.47196103 0.0301984216 0.0801090823
#> b:96 0.135351158 0.70200052 -0.71815067 0.6446307757 0.3491061096
#> a:97 -0.180168820 -0.31246282 0.75973450 -0.7498228609 -0.2274333692
#> a:98 -0.204636260 0.29195298 0.81000368 -0.3079996756 -0.3103388502
#> c:99 0.529528080 -0.66384003 0.30019620 -0.6172413475 0.3182359601
#> a:100 0.189653531 0.82430587 -0.37206004 0.5771300266 0.2796811077
#> a:56 a:57 c:58 b:59 c:60
#> a:1 -0.004487522 0.20579596 0.233932573 0.680536050 -0.541576923
#> c:2 0.119794084 0.09125882 0.663001201 0.587623786 -0.692251643
#> a:3 -0.812512868 -0.66334909 -0.307904499 0.323709402 0.455588253
#> a:4 0.859086934 0.59910708 0.769984286 0.022618176 -0.857952315
#> a:5 0.165687069 -0.59262175 0.029916176 -0.950647444 0.589463520
#> a:6 -0.476359606 -0.03197770 -0.201557189 0.419912228 0.072465617
#> b:7 -0.175077542 0.11125334 -0.724970315 -0.233724686 0.491708432
#> d:8 -0.204297114 -0.57450402 0.453200696 0.254416637 -0.124032853
#> b:9 -0.220979903 -0.10813879 -0.118964045 -0.092019508 0.236342506
#> b:10 -0.172743340 0.38380218 0.177751808 0.948727936 -0.627749453
#> b:11 -0.395940002 -0.97590323 -0.022356741 -0.420397870 0.641494022
#> c:12 -0.693105138 -0.76732512 -0.205137035 0.074384135 0.525683904
#> b:13 0.770717811 0.49302350 0.214980397 -0.663987365 -0.159323341
#> c:14 -0.353490205 -0.27270679 -0.764875510 -0.527338525 0.847034140
#> d:15 -0.756176182 -0.32520502 -0.918566792 0.132545026 0.717748550
#> b:16 0.403889063 0.11603646 0.846776838 0.212741343 -0.683496798
#> d:17 -0.228593098 0.07321035 -0.324074938 0.387107358 -0.009054136
#> b:18 0.850148894 0.47178485 0.789825050 -0.298819876 -0.640485194
#> a:19 -0.342199182 0.51811500 -0.709796892 0.494131790 0.055100468
#> b:20 0.042803760 0.74001474 -0.244763513 0.349574834 -0.271193457
#> b:21 0.453177362 -0.39800484 0.313148866 -0.970996639 0.310950967
#> d:22 0.546667898 0.68067451 0.272101570 0.227910619 -0.646240225
#> d:23 -0.937482638 -0.35428114 -0.709099758 0.478262196 0.525121811
#> c:24 -0.647591733 -0.29216587 -0.515131707 0.492466228 0.280086019
#> b:25 -0.441903877 0.05273503 -0.124168863 0.877418027 -0.272094288
#> d:26 -0.090383470 0.42347019 -0.356585439 0.056381554 0.075866622
#> d:27 0.705145251 0.09988534 0.958550352 -0.086726812 -0.696284234
#> c:28 -0.275647645 0.58243999 -0.230875791 0.842369279 -0.387031508
#> c:29 0.293415201 -0.59961727 0.641511200 -0.546958457 0.042788697
#> c:30 -0.055194645 0.45901716 -0.613999193 0.066096710 0.142596121
#> a:31 0.777001965 0.59663769 0.799482842 -0.002532694 -0.809951955
#> c:32 0.255725414 -0.06891574 0.041411396 -0.703327106 0.296375441
#> c:33 -0.233658868 -0.51815197 0.087882159 -0.265666390 0.341492847
#> a:34 0.383901855 0.93829537 -0.105660537 0.195911840 -0.441638273
#> b:35 -0.513060413 -0.37566369 -0.388129131 0.315555785 0.284835428
#> d:36 -0.242948759 0.16487858 0.084378799 0.864802526 -0.466673564
#> c:37 0.106455819 -0.09532970 0.676964625 0.479788535 -0.592316340
#> c:38 -0.986087513 -0.64460142 -0.765062821 0.274347281 0.746955643
#> d:39 -0.491577974 -0.84713728 -0.209069040 -0.399630749 0.727747255
#> c:40 -0.226571520 -0.23460161 0.154148864 0.098197502 0.039846197
#> c:41 0.692460626 -0.20841183 0.748174453 -0.637567665 -0.217455649
#> c:42 0.098619729 0.72984300 -0.194273710 0.275211451 -0.271927761
#> c:43 0.308338866 -0.61320557 0.530448911 -0.722535949 0.187758307
#> d:44 -0.518957352 -0.75016904 -0.358509476 -0.110980904 0.603746271
#> b:45 -0.690274329 -0.92369963 -0.504667210 -0.262742509 0.872225940
#> c:46 0.407953509 -0.53417846 0.485586087 -0.840875271 0.212135189
#> b:47 -0.810891846 -0.68492234 -0.283968272 0.466722253 0.360907109
#> b:48 -0.871431087 -0.79397975 -0.391967036 0.303707423 0.552770153
#> a:49 0.344170277 0.35369243 0.372201127 -0.061551302 -0.343330786
#> a:50 -0.876446661 -0.16808013 -0.951569789 0.382070545 0.612648684
#> a:51 0.277875573 0.90476442 0.150441053 0.611887632 -0.734170918
#> b:52 0.103447628 0.54353128 -0.508146705 -0.029767220 0.064161085
#> b:53 -0.854858269 -0.13047948 -0.579113397 0.816662091 0.185507558
#> c:54 0.583811029 -0.15424188 0.411314323 -0.657845122 -0.029653808
#> b:55 0.363929292 0.93117481 0.034703672 0.323704092 -0.561977267
#> a:56 NA 0.53968371 0.763490880 -0.401765881 -0.657170902
#> a:57 0.539683711 NA 0.183188650 0.321258838 -0.720633312
#> c:58 0.763490880 0.18318865 NA -0.125742821 -0.732579141
#> b:59 -0.401765881 0.32125884 -0.125742821 NA -0.413764887
#> c:60 -0.657170902 -0.72063331 -0.732579141 -0.413764887 NA
#> a:61 -0.007135477 -0.41968242 0.557685819 0.248549809 -0.289736002
#> c:62 0.612179460 -0.07602766 0.961162427 -0.203898769 -0.546206935
#> d:63 -0.252590028 -0.25348869 0.403251038 0.613058539 -0.355743042
#> b:64 -0.771717240 -0.42438253 -0.394409238 0.639869417 0.230955334
#> a:65 0.178253540 0.32664741 0.267256526 0.536735130 -0.581783513
#> a:66 0.117602804 0.51958577 -0.524013781 -0.244055525 0.199256070
#> b:67 -0.607847062 -0.50954531 0.041537377 0.557884252 0.045140602
#> a:68 -0.736438350 -0.87414215 -0.467157621 -0.037161415 0.734482086
#> a:69 0.219328238 -0.66980644 0.299114300 -0.768885267 0.360194461
#> c:70 0.453035837 0.80372365 -0.147344884 -0.146590425 -0.227743319
#> c:71 -0.690073745 -0.73084448 -0.205173707 0.100252845 0.501945841
#> a:72 -0.785103411 -0.26122401 -0.384740968 0.621294899 0.218269712
#> a:73 0.191351819 0.68287041 -0.194740711 0.367533856 -0.369679482
#> a:74 -0.020369303 -0.27440384 0.429182506 -0.002326959 -0.103640966
#> a:75 -0.825792751 -0.47572054 -0.833305036 0.197585112 0.707362103
#> d:76 0.663304468 0.51055308 0.805841015 0.105116946 -0.804572568
#> c:77 0.547587414 0.60164978 0.129792479 -0.354743839 -0.219337948
#> a:78 -0.026983174 -0.68459868 0.032177403 -0.531906201 0.446567200
#> c:79 -0.539946982 0.16382530 -0.829436918 0.396737643 0.324379290
#> a:80 0.607797770 0.64992052 0.608226485 0.395688805 -0.903928898
#> b:81 0.218214101 0.80888278 -0.293628404 0.106732452 -0.206472405
#> b:82 0.387920800 -0.25795660 0.062545246 -0.824439932 0.325676282
#> d:83 -0.596388356 -0.77206556 -0.648137608 -0.411880553 0.943649404
#> c:84 0.188165461 -0.48849603 0.490382415 -0.202468323 -0.076533606
#> d:85 -0.868060245 -0.46808564 -0.862883319 0.051589898 0.829752985
#> b:86 0.552279579 0.78290861 0.168620119 -0.099451866 -0.424946721
#> c:87 0.647801500 0.70863044 0.624239451 0.384961208 -0.934303745
#> d:88 0.376196003 0.18911820 -0.156316760 -0.493249783 0.134227520
#> b:89 -0.738550683 -0.10505896 -0.996602637 0.166748512 0.679625179
#> a:90 -0.843433147 -0.26161479 -0.811546704 0.490760714 0.490975965
#> d:91 0.038563855 -0.45340586 -0.223744607 -0.682927097 0.563106478
#> a:92 0.867840667 0.19663916 0.915618366 -0.320888765 -0.637194250
#> b:93 0.451132385 -0.37251213 0.805084624 -0.315928419 -0.283180696
#> c:94 -0.629857654 -0.66763596 -0.161408272 0.083016418 0.453719404
#> d:95 0.095975332 -0.13613596 -0.248110087 -0.756923481 0.534277663
#> b:96 0.738424123 0.54335708 0.160376847 -0.496591532 -0.233716147
#> a:97 -0.919582574 -0.51013389 -0.634200322 0.329524940 0.605703977
#> a:98 -0.851850425 -0.31549677 -0.794576377 0.468147440 0.512075823
#> c:99 -0.006694235 0.17927515 0.449101719 0.563813614 -0.545053501
#> a:100 0.507250437 0.55319357 0.001098162 -0.142961074 -0.272268002
#> a:61 c:62 d:63 b:64 a:65
#> a:1 0.642030522 0.121176097 0.538370546 0.617095829 0.966870008
#> c:2 0.738065936 0.664877331 0.914931056 0.266559402 0.432834242
#> a:3 0.288445261 -0.084631270 0.602965342 0.590887255 -0.353006034
#> a:4 0.301285629 0.576158804 0.055012866 -0.355835332 0.646569972
#> a:5 -0.069183404 0.172625170 -0.458821199 -0.381629899 -0.517186118
#> a:6 -0.180221632 -0.102061094 0.396590119 0.096054572 -0.516482901
#> b:7 -0.621995996 -0.810992240 -0.813146038 0.016886518 0.008203313
#> d:8 0.941042751 0.607240370 0.893988923 0.528403016 0.262239585
#> b:9 -0.393741865 0.007857074 0.050298852 -0.328556883 -0.855892324
#> b:10 0.371334176 0.096100942 0.733053723 0.469646463 0.534052615
#> b:11 0.425682023 0.244039412 0.267802518 0.255647277 -0.422772952
#> c:12 0.278410233 0.051003284 0.520221711 0.413328122 -0.514133450
#> b:13 -0.584234460 0.079424446 -0.793889365 -0.904593644 -0.229550497
#> c:14 -0.728006574 -0.694296679 -0.770634655 -0.165823705 -0.639554691
#> d:15 -0.266852724 -0.877291426 -0.300618759 0.603128549 0.020630677
#> b:16 0.557914470 0.866444048 0.711179777 -0.179159134 0.097126341
#> d:17 0.216687318 -0.433169149 -0.027793235 0.634527988 0.790936642
#> b:18 -0.050475352 0.710684907 -0.024395104 -0.828061798 -0.165098259
#> a:19 -0.589640892 -0.866458828 -0.370927955 0.244955311 0.216576657
#> b:20 -0.720667256 -0.383870352 -0.252205028 -0.348123431 -0.240115389
#> b:21 -0.024652782 0.412068789 -0.418682770 -0.591090222 -0.455631843
#> d:22 0.072289320 0.024431034 -0.170371557 -0.056493007 0.824755238
#> d:23 -0.145164846 -0.575025224 0.275930722 0.599218539 -0.332152228
#> c:24 0.324255951 -0.504449724 0.221239607 0.911267712 0.567917422
#> b:25 0.516604418 -0.174370253 0.622950704 0.858645381 0.761876683
#> d:26 -0.815793580 -0.393042025 -0.348586008 -0.441444636 -0.636708647
#> d:27 0.700071982 0.914446776 0.429916757 -0.207111304 0.472442054
#> c:28 -0.244116687 -0.342471313 0.282405401 0.224829260 0.155789893
#> c:29 0.598516433 0.809011110 0.320286717 -0.190856087 -0.202868363
#> c:30 -0.615937247 -0.789876095 -0.703063241 0.023339330 0.252508802
#> a:31 0.038280682 0.689466959 0.167035900 -0.664667669 0.014568091
#> c:32 -0.557581842 0.124224756 -0.469046744 -0.784758235 -0.904871534
#> c:33 0.021797882 0.307970562 0.274709858 -0.183466364 -0.804685512
#> a:34 -0.703479385 -0.342076331 -0.496087961 -0.475060411 0.080583460
#> b:35 0.424461951 -0.368803892 0.178964433 0.843575235 0.604473337
#> d:36 0.591710309 0.004807470 0.667876350 0.745325127 0.846114296
#> c:37 0.909141547 0.701816416 0.914445864 0.385265047 0.553830894
#> c:38 0.037847876 -0.595632609 0.193826353 0.764622629 -0.193760829
#> d:39 0.069930731 0.060568405 0.135931101 0.085854862 -0.753583152
#> c:40 0.042942812 0.312350797 0.471887369 -0.111555953 -0.628657558
#> c:41 0.469194390 0.771944191 -0.008888942 -0.402013230 0.127410994
#> c:42 -0.733729618 -0.325907773 -0.273933292 -0.428328743 -0.302257577
#> c:43 0.413298686 0.701186126 0.102364322 -0.316499212 -0.352224733
#> d:44 0.426478077 -0.227871671 0.080714787 0.678005485 0.227957995
#> b:45 0.206985970 -0.285880139 0.026847823 0.536607939 -0.258619116
#> c:46 0.292374317 0.621295905 -0.103348276 -0.415574372 -0.327345237
#> b:47 0.590652296 -0.109620027 0.684971302 0.911748747 0.153874142
#> b:48 0.453352528 -0.178953258 0.557471347 0.824362855 -0.072957456
#> a:49 -0.306413012 0.371130651 0.070118585 -0.651794061 -0.552924831
#> a:50 -0.423783911 -0.901369025 -0.132487438 0.545242451 -0.207046988
#> a:51 -0.287593697 -0.056073553 0.087168774 -0.202419842 0.272635775
#> b:52 -0.664160422 -0.702862360 -0.773973712 -0.140585981 0.218290053
#> b:53 0.103612594 -0.536022368 0.467843088 0.833945305 0.187116671
#> c:54 0.272228582 0.382316664 -0.326029686 -0.278432503 0.276774627
#> b:55 -0.593575633 -0.173575799 -0.253274794 -0.469429324 0.014929371
#> a:56 -0.007135477 0.612179460 -0.252590028 -0.771717240 0.178253540
#> a:57 -0.419682419 -0.076027664 -0.253488687 -0.424382527 0.326647415
#> c:58 0.557685819 0.961162427 0.403251038 -0.394409238 0.267256526
#> b:59 0.248549809 -0.203898769 0.613058539 0.639869417 0.536735130
#> c:60 -0.289736002 -0.546206935 -0.355743042 0.230955334 -0.581783513
#> a:61 NA 0.642116487 0.811889337 0.505879240 0.532083374
#> c:62 0.642116487 NA 0.493368990 -0.317082364 0.109940419
#> d:63 0.811889337 0.493368990 NA 0.559699053 0.333047898
#> b:64 0.505879240 -0.317082364 0.559699053 NA 0.453029731
#> a:65 0.532083374 0.109940419 0.333047898 0.453029731 NA
#> a:66 -0.964846949 -0.659188777 -0.886536467 -0.488849305 -0.322348514
#> b:67 0.649659867 0.208237359 0.906787026 0.698541976 0.063397908
#> a:68 0.378574077 -0.273807000 0.202333318 0.734756502 -0.008822197
#> a:69 0.390497354 0.439449342 -0.108421733 -0.132751054 -0.135225977
#> c:70 -0.844968758 -0.348484280 -0.739903984 -0.673708879 -0.154649944
#> c:71 0.253098621 0.045546759 0.525002532 0.397044515 -0.526805700
#> a:72 0.069590755 -0.255888934 0.571359709 0.551071937 -0.253581255
#> a:73 -0.229262279 -0.439790705 -0.333733551 0.113019419 0.699635560
#> a:74 0.264367292 0.588044109 0.566306065 -0.174421054 -0.509525410
#> a:75 -0.040193170 -0.754099894 -0.092073169 0.752956765 0.093369725
#> d:76 0.146417665 0.726814154 0.335703178 -0.544757942 0.011792432
#> c:77 -0.739558086 0.024875744 -0.560502095 -0.902876495 -0.513703097
#> a:78 0.440577935 0.143414489 -0.098526204 0.228895841 0.150186406
#> c:79 -0.389367379 -0.920285726 -0.336403571 0.505866117 0.285636065
#> a:80 0.375921423 0.396619075 0.248335360 -0.032843149 0.846288386
#> b:81 -0.862161945 -0.480662240 -0.586572178 -0.493359712 -0.175594027
#> b:82 -0.053143876 0.067332583 -0.615270889 -0.328453881 -0.021350239
#> d:83 -0.079870301 -0.479385985 -0.310283526 0.362136182 -0.316206797
#> c:84 0.837556838 0.557681766 0.363189345 0.294325985 0.491861086
#> d:85 -0.413045305 -0.708328787 -0.139727454 0.361535811 -0.590725191
#> b:86 -0.680960699 0.013779476 -0.430619643 -0.801462206 -0.310526224
#> c:87 0.313015726 0.404839889 0.220477008 -0.109285035 0.793505207
#> d:88 -0.309175875 -0.285182971 -0.772843979 -0.256385041 0.252937434
#> b:89 -0.595759458 -0.976115508 -0.413011960 0.369830399 -0.250802829
#> a:90 -0.027228374 -0.781638723 0.052125616 0.835623098 0.245602137
#> d:91 -0.019928796 -0.176618889 -0.550625762 -0.008393411 0.001912454
#> a:92 0.477591983 0.837601127 0.117992567 -0.437320299 0.385750515
#> b:93 0.801596338 0.882109729 0.436774877 -0.059601035 0.254526441
#> c:94 0.198944338 0.082215449 0.508249401 0.301906211 -0.586288121
#> d:95 -0.704706778 -0.168200098 -0.681593317 -0.677101334 -0.903012806
#> b:96 -0.426388392 -0.030157715 -0.768856784 -0.644062488 0.170001468
#> a:97 -0.083060623 -0.451805335 0.302581711 0.539813382 -0.461570049
#> a:98 0.018092429 -0.752041662 0.075939127 0.854959589 0.245596160
#> c:99 0.332324023 0.474525928 0.766319729 0.056292276 -0.011850342
#> a:100 -0.249268478 -0.221288757 -0.598530627 -0.225778866 0.543053179
#> a:66 b:67 a:68 a:69 c:70
#> a:1 -0.478249038 0.311676995 0.102361885 -0.196662031 -0.32947156
#> c:2 -0.772652512 0.673365037 -0.183091250 -0.199805452 -0.46977936
#> a:3 -0.489504924 0.877259789 0.595326110 -0.070300889 -0.68079413
#> a:4 -0.124082338 -0.368363364 -0.606764978 0.052937283 0.24635625
#> a:5 0.048468636 -0.332227142 0.336141344 0.880927544 -0.13410047
#> a:6 -0.052569290 0.568795994 -0.102890430 -0.569221192 -0.05941810
#> b:7 0.746273079 -0.643722083 0.197004882 -0.021372530 0.47553231
#> d:8 -0.995197611 0.832913155 0.454830861 0.342311841 -0.92938518
#> b:9 0.143384877 0.241900450 -0.199826872 -0.252011182 0.11447343
#> b:10 -0.379993177 0.580459243 -0.219519087 -0.707698699 -0.16370130
#> b:11 -0.548738284 0.485902210 0.747863473 0.723534600 -0.77440088
#> c:12 -0.497586274 0.796984466 0.586578569 0.137892261 -0.69014899
#> b:13 0.664549451 -0.933441928 -0.634064879 0.171095019 0.78224177
#> c:14 0.679987390 -0.431947409 0.308362729 0.152266659 0.32119562
#> d:15 0.304616762 0.013575533 0.683662400 -0.081477289 -0.08527676
#> b:16 -0.637907230 0.450788590 -0.414796483 -0.028384812 -0.28497741
#> d:17 -0.009078883 -0.062873821 0.383526124 -0.072468078 -0.11466914
#> b:18 0.023615461 -0.311709236 -0.825166783 0.037820894 0.38506587
#> a:19 0.663199343 -0.269350177 -0.108896438 -0.740576220 0.54710977
#> b:20 0.653757354 -0.247680133 -0.689892631 -0.862979587 0.76228274
#> b:21 0.017025634 -0.415142129 0.065146818 0.862958280 -0.02796337
#> d:22 0.171439906 -0.487595927 -0.408991127 -0.177469828 0.38742501
#> d:23 -0.020040819 0.615372681 0.478295905 -0.444212163 -0.28177656
#> c:24 -0.219764882 0.344099262 0.709134445 -0.070496293 -0.44501188
#> b:25 -0.437026731 0.567250810 0.305028899 -0.417288395 -0.41810870
#> d:26 0.667899738 -0.208646064 -0.509370103 -0.636647656 0.66173134
#> d:27 -0.611967932 0.060950573 -0.289317552 0.397411725 -0.27407802
#> c:28 0.189588532 0.269028804 -0.391558993 -0.983538719 0.30394820
#> c:29 -0.657206840 0.246150852 0.218568364 0.822780957 -0.58901960
#> c:30 0.774091772 -0.647800591 -0.074482044 -0.336519738 0.63295136
#> a:31 -0.059211879 -0.158168887 -0.874438820 -0.189627023 0.35319212
#> c:32 0.403740465 -0.353772071 -0.316235847 0.213518317 0.37783291
#> c:33 -0.271536448 0.458935808 0.119815712 0.189485338 -0.32771297
#> a:34 0.772111034 -0.626336552 -0.798593654 -0.696487520 0.93726768
#> b:35 -0.290658300 0.264487123 0.751595345 0.157906253 -0.50702253
#> d:36 -0.493065367 0.520293358 0.150349445 -0.397288502 -0.38091480
#> c:37 -0.899380960 0.673710243 0.035165346 0.049638531 -0.64688831
#> c:38 -0.135511548 0.562723433 0.829455706 -0.064273853 -0.50547686
#> d:39 -0.275081450 0.441917151 0.568760085 0.453306170 -0.52360770
#> c:40 -0.294336546 0.580237968 -0.102198064 -0.175514674 -0.23950431
#> c:41 -0.384076916 -0.239160796 -0.053026568 0.823173632 -0.22638812
#> c:42 0.656774878 -0.275292509 -0.725715868 -0.815380239 0.77714901
#> c:43 -0.474835556 0.077253439 0.216940613 0.882837700 -0.46126893
#> d:44 -0.357694579 0.261201539 0.937833154 0.559190173 -0.66382033
#> b:45 -0.262037715 0.351444273 0.961298957 0.544892260 -0.64669789
#> c:46 -0.311882807 -0.139835663 0.172892640 0.930370904 -0.31331551
#> b:47 -0.663781350 0.877898708 0.811465643 0.051403453 -0.86252045
#> b:48 -0.564141693 0.828361811 0.865635966 0.125856964 -0.82983628
#> a:49 0.137352936 -0.002181804 -0.705844720 -0.324755648 0.36832138
#> a:50 0.354180690 0.216964376 0.455738199 -0.473514502 0.02299915
#> a:51 0.307195028 -0.118807355 -0.796839494 -0.870127917 0.59485189
#> b:52 0.827819702 -0.761765364 -0.209320876 -0.305564802 0.73394616
#> b:53 -0.166953647 0.663924475 0.426367790 -0.595015167 -0.32754282
#> c:54 -0.100880757 -0.497894349 0.094895250 0.804722674 -0.06678971
#> b:55 0.602279203 -0.403345501 -0.877045983 -0.792811057 0.83519674
#> a:56 0.117602804 -0.607847062 -0.736438350 0.219328238 0.45303584
#> a:57 0.519585768 -0.509545313 -0.874142151 -0.669806436 0.80372365
#> c:58 -0.524013781 0.041537377 -0.467157621 0.299114300 -0.14734488
#> b:59 -0.244055525 0.557884252 -0.037161415 -0.768885267 -0.14659042
#> c:60 0.199256070 0.045140602 0.734482086 0.360194461 -0.22774332
#> a:61 -0.964846949 0.649659867 0.378574077 0.390497354 -0.84496876
#> c:62 -0.659188777 0.208237359 -0.273807000 0.439449342 -0.34848428
#> d:63 -0.886536467 0.906787026 0.202333318 -0.108421733 -0.73990398
#> b:64 -0.488849305 0.698541976 0.734756502 -0.132751054 -0.67370888
#> a:65 -0.322348514 0.063397908 -0.008822197 -0.135225977 -0.15464994
#> a:66 NA -0.785765168 -0.399568813 -0.357297535 0.90154486
#> b:67 -0.785765168 NA 0.478075555 -0.098962469 -0.81479191
#> a:68 -0.399568813 0.478075555 NA 0.452807497 -0.74953974
#> a:69 -0.357297535 -0.098962469 0.452807497 NA -0.45706255
#> c:70 0.901544862 -0.814791911 -0.749539738 -0.457062553 NA
#> c:71 -0.478674516 0.799247248 0.547255362 0.090588046 -0.66047075
#> a:72 -0.260974604 0.799272521 0.290550361 -0.514452957 -0.37337312
#> a:73 0.447639736 -0.492267648 -0.273350015 -0.432640256 0.51410206
#> a:74 -0.485735195 0.578885689 -0.127573435 0.031331154 -0.35494940
#> a:75 0.068411420 0.214680372 0.818111661 0.004645889 -0.31696435
#> d:76 -0.197266135 0.029452428 -0.799029467 -0.222709555 0.21218237
#> c:77 0.683491491 -0.629291010 -0.819229502 -0.273168061 0.84057091
#> a:78 -0.341724153 -0.047705069 0.689737561 0.892857853 -0.53246750
#> c:79 0.487757002 -0.159336693 0.298428549 -0.448032891 0.24258836
#> a:80 -0.192164621 -0.151979542 -0.509874997 -0.215609822 0.15859228
#> b:81 0.874579455 -0.604142218 -0.705574701 -0.695874305 0.94889758
#> b:82 0.187216174 -0.631010307 0.213005298 0.801339163 0.07021425
#> d:83 0.061531068 0.030633364 0.856429925 0.518991803 -0.35884311
#> c:84 -0.723263040 0.213430262 0.457505627 0.753947953 -0.68881575
#> d:85 0.257183657 0.282235058 0.544864765 -0.183117081 -0.11629851
#> b:86 0.648307699 -0.561086431 -0.922879405 -0.486288475 0.87259409
#> c:87 -0.140703099 -0.185728647 -0.592473624 -0.261436448 0.22935989
#> d:88 0.517953062 -0.830737807 -0.004632983 0.351007685 0.43065204
#> b:89 0.564794451 -0.065851596 0.399460354 -0.369892135 0.20852883
#> a:90 0.059162102 0.307197009 0.669711233 -0.282672103 -0.25185173
#> d:91 0.143527779 -0.450113076 0.519604578 0.760560501 -0.10376272
#> a:92 -0.358216192 -0.253220229 -0.395203352 0.477858764 -0.03762800
#> b:93 -0.759128483 0.214009451 0.125561583 0.734216672 -0.58509248
#> c:94 -0.438940329 0.768895776 0.446496177 0.049753460 -0.59065561
#> d:95 0.583318082 -0.477599145 -0.134631674 0.239546228 0.43142585
#> b:96 0.608410154 -0.960322663 -0.496903913 0.169924927 0.71254809
#> a:97 -0.112049503 0.661032959 0.541218759 -0.275865742 -0.38644116
#> a:98 0.012672265 0.334044412 0.713120663 -0.229682680 -0.30529793
#> c:99 -0.476802961 0.643937596 -0.359351772 -0.464836546 -0.21360174
#> a:100 0.493303133 -0.791287669 -0.291925810 0.015301558 0.55896858
#> c:71 a:72 a:73 a:74 a:75
#> a:1 -0.301966885 -0.0158104201 0.563245497 -0.350310762 0.158085150
#> c:2 0.222537413 0.3401900486 -0.174226346 0.550023244 -0.432186741
#> a:3 0.966950238 0.8912169029 -0.652732258 0.581551903 0.395300598
#> a:4 -0.755824912 -0.6709892454 0.466724664 -0.195337364 -0.638907427
#> a:5 0.112523724 -0.4757592685 -0.484078555 0.029644389 0.022010570
#> a:6 0.699937605 0.8820103443 -0.489179228 0.704903431 -0.078081570
#> b:7 -0.451197752 -0.3455845946 0.581818706 -0.859821713 0.601581351
#> d:8 0.558346635 0.3375016641 -0.495469486 0.514019852 -0.010458064
#> b:9 0.633185834 0.5787826267 -0.686741080 0.759592177 -0.268838697
#> b:10 0.085855544 0.5499674027 0.246953886 0.203238751 -0.099996807
#> b:11 0.745432782 0.2152617999 -0.806331626 0.429654335 0.277238215
#> c:12 0.998444045 0.7688063768 -0.823849323 0.681088277 0.280302166
#> b:13 -0.682341376 -0.7810940842 0.231224990 -0.258450305 -0.513696147
#> c:14 0.099088203 -0.0464639557 -0.076679430 -0.312779664 0.501818707
#> d:15 0.122243411 0.2335702888 0.298052780 -0.606513950 0.971035752
#> b:16 0.206576887 0.1566908331 -0.413142513 0.761286462 -0.762150053
#> d:17 -0.430165357 -0.1897989826 0.761024982 -0.834898874 0.635495375
#> b:18 -0.288883705 -0.3788343617 -0.192879947 0.466265138 -0.992256066
#> a:19 -0.349192327 0.1802132267 0.742838076 -0.636540405 0.479160212
#> b:20 -0.177967566 0.2871603354 0.280054360 0.058705114 -0.259581588
#> b:21 -0.034153813 -0.6123969812 -0.466761614 0.129173994 -0.288133405
#> d:22 -0.912275400 -0.6173681065 0.883263002 -0.683303080 -0.153691925
#> d:23 0.735677619 0.9190951569 -0.263304074 0.225475436 0.611832501
#> c:24 0.061471247 0.2375182932 0.416123603 -0.560160949 0.860289524
#> b:25 0.042470905 0.4146770884 0.431241927 -0.241016067 0.437827464
#> d:26 0.112089719 0.3679492872 -0.082883194 0.256949908 -0.201658934
#> d:27 -0.275172410 -0.4634237253 -0.064374352 0.236741724 -0.656503220
#> c:28 0.036263655 0.6206288522 0.328903858 0.093647931 -0.016396732
#> c:29 0.344325565 -0.2221019652 -0.723975957 0.549379362 -0.372146885
#> c:30 -0.644945287 -0.3158693012 0.834272722 -0.904535249 0.453564703
#> a:31 -0.286744125 -0.2203695297 -0.075150843 0.474611845 -0.978779053
#> c:32 0.196173622 -0.1016004904 -0.576452879 0.460333395 -0.434015416
#> c:33 0.826816025 0.5072047389 -0.959376091 0.890537256 -0.229603796
#> a:34 -0.663982122 -0.2061211622 0.649533053 -0.344303029 -0.310098789
#> b:35 -0.010203461 0.0422995039 0.384264903 -0.597444939 0.810713662
#> d:36 -0.068908613 0.2996231178 0.456295262 -0.196064818 0.243359331
#> c:37 0.194522886 0.1976345601 -0.159128354 0.414882112 -0.293626418
#> c:38 0.682835413 0.6904680688 -0.223724017 -0.028262756 0.872453910
#> d:39 0.867785039 0.4323340882 -0.902949472 0.586430476 0.216576585
#> c:40 0.774788663 0.6863128390 -0.801949696 0.950445706 -0.344248250
#> c:41 -0.257516983 -0.7264957007 -0.228804368 0.091347447 -0.481157804
#> c:42 -0.169378054 0.2538059103 0.218763945 0.113312467 -0.328201629
#> c:43 0.303245414 -0.3109544390 -0.730689037 0.477118834 -0.336460770
#> d:44 0.238590276 -0.0187684489 -0.032382246 -0.381375831 0.784738579
#> b:45 0.588711813 0.2364169535 -0.412000239 -0.057161224 0.756878215
#> c:46 0.118625158 -0.4993157512 -0.591363383 0.292669598 -0.317379558
#> b:47 0.717396267 0.6828952893 -0.304783505 0.189518020 0.632796307
#> b:48 0.820262194 0.7047286598 -0.443155550 0.243625636 0.671193232
#> a:49 0.184684336 0.2208126134 -0.436822179 0.735128476 -0.768748701
#> a:50 0.361419749 0.6316759136 0.134636404 -0.255436452 0.805245169
#> a:51 -0.394206387 0.1522482583 0.491867861 0.012989592 -0.438597106
#> b:52 -0.735099456 -0.4304615194 0.831722320 -0.880168598 0.306401875
#> b:53 0.464818584 0.8349350396 0.117742156 -0.018713862 0.640916842
#> c:54 -0.509973416 -0.8958355237 0.133902165 -0.392830078 -0.132905329
#> b:55 -0.474133697 -0.0009041433 0.462316775 -0.051164198 -0.467945950
#> a:56 -0.690073745 -0.7851034114 0.191351819 -0.020369303 -0.825792751
#> a:57 -0.730844476 -0.2612240066 0.682870415 -0.274403843 -0.475720537
#> c:58 -0.205173707 -0.3847409679 -0.194740711 0.429182506 -0.833305036
#> b:59 0.100252845 0.6212948988 0.367533856 -0.002326959 0.197585112
#> c:60 0.501945841 0.2182697120 -0.369679482 -0.103640966 0.707362103
#> a:61 0.253098621 0.0695907548 -0.229262279 0.264367292 -0.040193170
#> c:62 0.045546759 -0.2558889342 -0.439790705 0.588044109 -0.754099894
#> d:63 0.525002532 0.5713597090 -0.333733551 0.566306065 -0.092073169
#> b:64 0.397044515 0.5510719366 0.113019419 -0.174421054 0.752956765
#> a:65 -0.526805700 -0.2535812545 0.699635560 -0.509525410 0.093369725
#> a:66 -0.478674516 -0.2609746045 0.447639736 -0.485735195 0.068411420
#> b:67 0.799247248 0.7992725212 -0.492267648 0.578885689 0.214680372
#> a:68 0.547255362 0.2905503614 -0.273350015 -0.127573435 0.818111661
#> a:69 0.090588046 -0.5144529566 -0.432640256 0.031331154 0.004645889
#> c:70 -0.660470754 -0.3733731200 0.514102059 -0.354949400 -0.316964351
#> c:71 NA 0.7940074317 -0.820835468 0.702062735 0.256160817
#> a:72 0.794007432 NA -0.378253210 0.505079624 0.315911401
#> a:73 -0.820835468 -0.3782532102 NA -0.850149203 0.191650169
#> a:74 0.702062735 0.5050796244 -0.850149203 NA -0.506466898
#> a:75 0.256160817 0.3159114007 0.191650169 -0.506466898 NA
#> d:76 -0.131067441 -0.0596571014 -0.174111674 0.596436774 -0.949092490
#> c:77 -0.327870333 -0.2539511899 -0.001486581 0.169614072 -0.640786474
#> a:78 0.008257668 -0.4593642703 -0.131915288 -0.310509748 0.382875089
#> c:79 -0.230756302 0.1501893593 0.682386078 -0.768012282 0.787950894
#> a:80 -0.691715368 -0.4156976482 0.626586355 -0.272011990 -0.431569382
#> b:81 -0.483906756 -0.0714289080 0.493481275 -0.264454735 -0.208428038
#> b:82 -0.417705353 -0.8347143455 0.079884900 -0.478072932 0.080677845
#> d:83 0.362137690 0.0428195110 -0.228094469 -0.289736474 0.789192463
#> c:84 -0.034487737 -0.3973796928 -0.105147601 -0.080275515 0.045846006
#> d:85 0.647451634 0.6600148418 -0.309971142 0.069014788 0.685570184
#> b:86 -0.412917254 -0.1818372295 0.169377788 0.127430579 -0.666387089
#> c:87 -0.702051848 -0.4107041281 0.613668074 -0.231129059 -0.499153857
#> d:88 -0.766057093 -0.8417919832 0.600272830 -0.850744048 0.192347564
#> b:89 0.164883652 0.3892173017 0.241070081 -0.438201529 0.800762453
#> a:90 0.209956522 0.4568986858 0.336572256 -0.491732914 0.947530098
#> d:91 -0.239969533 -0.6217247375 0.091658649 -0.574457451 0.432405502
#> a:92 -0.479772315 -0.7084016130 0.032699628 0.074628742 -0.699423970
#> b:93 0.041258416 -0.3839001926 -0.373824743 0.314457814 -0.401810776
#> c:94 0.992764436 0.7957292166 -0.850328887 0.767511466 0.158768124
#> d:95 0.135497863 -0.1487131700 -0.429894715 0.187594871 -0.143676483
#> b:96 -0.906096170 -0.9110150622 0.570876770 -0.611784115 -0.294595433
#> a:97 0.856199559 0.9085393197 -0.460394531 0.363675352 0.558322532
#> a:98 0.238230645 0.4524679740 0.300924596 -0.476184651 0.958357015
#> c:99 0.421475146 0.6067945146 -0.360587619 0.781763785 -0.505228026
#> a:100 -0.956378565 -0.7930794018 0.856465663 -0.869311367 0.016869464
#> d:76 c:77 a:78 c:79 a:80
#> a:1 0.011343405 -0.6371972361 0.096751273 0.26501918 0.763586108
#> c:2 0.648402423 -0.2860491007 -0.271085960 -0.47592208 0.539142049
#> a:3 -0.211598438 -0.4582317298 -0.050229878 -0.03775531 -0.597967527
#> a:4 0.591215755 0.1665827002 -0.009540133 -0.31877886 0.921088944
#> a:5 -0.294772448 0.0758673860 0.708691643 -0.34755453 -0.523194039
#> a:6 0.276902060 0.2073872226 -0.706480874 -0.11472575 -0.423672807
#> b:7 -0.741064986 0.0601684627 0.235809738 0.78734758 -0.211888875
#> d:8 0.148495784 -0.7012563320 0.332175002 -0.45981789 0.106833393
#> b:9 0.313751821 0.5152650846 -0.550902436 -0.35335047 -0.626893850
#> b:10 0.396676182 -0.2468746195 -0.586632697 0.10242382 0.529963632
#> b:11 -0.333315364 -0.4680442045 0.638974442 -0.36644408 -0.640813776
#> c:12 -0.163777613 -0.3628394701 0.063787324 -0.22914301 -0.697019503
#> b:13 0.260468059 0.7898344693 -0.039523765 -0.18633309 0.136151047
#> c:14 -0.669353753 0.2431347419 0.190316278 0.42673221 -0.778555086
#> d:15 -0.953365334 -0.4504441863 0.285636297 0.87192536 -0.449928268
#> b:16 0.875415127 0.0877705576 -0.304967463 -0.80718613 0.410780304
#> d:17 -0.584977614 -0.6282691220 0.362256720 0.73844282 0.403709712
#> b:18 0.907125307 0.7073476363 -0.353525767 -0.77428542 0.370850642
#> a:19 -0.386974280 0.0974779897 -0.438409220 0.90405844 0.065405306
#> b:20 0.350842787 0.7100821821 -0.934162493 0.24061331 0.033135213
#> b:21 0.005024357 0.2456142437 0.597621740 -0.56248711 -0.305657252
#> d:22 0.133453969 0.0008534038 0.006141421 0.28452882 0.879020826
#> d:23 -0.415304260 -0.2864404272 -0.296024323 0.43254004 -0.616557348
#> c:24 -0.735015887 -0.8452470649 0.371503358 0.73042889 0.049972959
#> b:25 -0.184488217 -0.7216415202 -0.066321590 0.47246287 0.439429649
#> d:26 0.232934863 0.7667589535 -0.803445813 0.10229144 -0.374355927
#> d:27 0.628128280 -0.1036341963 0.236330965 -0.69685362 0.690780435
#> c:28 0.270490191 0.1715034996 -0.885696073 0.36541966 0.218545598
#> c:29 0.260116250 -0.1750476747 0.557730521 -0.83892403 -0.111633537
#> c:30 -0.518549388 0.1368634968 -0.048432496 0.85030075 0.110269819
#> a:31 0.982111709 0.6198848916 -0.521696452 -0.68752444 0.529701218
#> c:32 0.256737868 0.7549691354 -0.165236487 -0.48314308 -0.570681290
#> c:33 0.243329283 0.1834851697 -0.129349812 -0.60518605 -0.671697245
#> a:34 0.307447488 0.7151835416 -0.702321617 0.32456755 0.367150969
#> b:35 -0.743343000 -0.8858462772 0.576182318 0.61866654 0.091657629
#> d:36 0.001767084 -0.6523471189 -0.096374945 0.32864313 0.612372683
#> c:37 0.470932272 -0.5088242139 0.038424880 -0.45358842 0.552213330
#> c:38 -0.750116281 -0.5986945830 0.185122297 0.52287380 -0.655501604
#> d:39 -0.253534197 -0.1487949575 0.290081068 -0.32957744 -0.870559192
#> c:40 0.465049147 0.2299704650 -0.470175294 -0.55184001 -0.435284845
#> c:41 0.283392058 -0.0249041352 0.623229425 -0.68300781 0.289002835
#> c:42 0.400465564 0.7694463048 -0.929309314 0.15990913 0.009859497
#> c:43 0.165792220 -0.0524605665 0.598257750 -0.79361928 -0.248420322
#> d:44 -0.817995844 -0.8443846800 0.843954533 0.34640280 -0.270558726
#> b:45 -0.799483203 -0.6363029040 0.697544026 0.21154210 -0.696273789
#> c:46 0.091253806 0.0236993107 0.666055929 -0.70825411 -0.216105880
#> b:47 -0.438769818 -0.8669911041 0.272100521 0.19407904 -0.278445228
#> b:48 -0.517135014 -0.7772746158 0.301912589 0.17412501 -0.500169648
#> a:49 0.794119551 0.7655292143 -0.714940859 -0.60087455 -0.078821513
#> a:50 -0.683757900 -0.2158354002 -0.201258982 0.79348036 -0.552234330
#> a:51 0.593975835 0.4795910284 -0.888134910 0.12397747 0.560652010
#> b:52 -0.404426191 0.2728211660 -0.076490124 0.74911765 0.161681040
#> b:53 -0.371190654 -0.5208426218 -0.300009049 0.59569879 -0.160933090
#> c:54 -0.109655536 -0.1191012451 0.783555415 -0.24586808 0.282042359
#> b:55 0.528782781 0.7412145918 -0.876087404 0.13347680 0.371107064
#> a:56 0.663304468 0.5475874141 -0.026983174 -0.53994698 0.607797770
#> a:57 0.510553082 0.6016497819 -0.684598684 0.16382530 0.649920521
#> c:58 0.805841015 0.1297924792 0.032177403 -0.82943692 0.608226485
#> b:59 0.105116946 -0.3547438386 -0.531906201 0.39673764 0.395688805
#> c:60 -0.804572568 -0.2193379478 0.446567200 0.32437929 -0.903928898
#> a:61 0.146417665 -0.7395580859 0.440577935 -0.38936738 0.375921423
#> c:62 0.726814154 0.0248757439 0.143414489 -0.92028573 0.396619075
#> d:63 0.335703178 -0.5605020955 -0.098526204 -0.33640357 0.248335360
#> b:64 -0.544757942 -0.9028764952 0.228895841 0.50586612 -0.032843149
#> a:65 0.011792432 -0.5137030967 0.150186406 0.28563607 0.846288386
#> a:66 -0.197266135 0.6834914914 -0.341724153 0.48775700 -0.192164621
#> b:67 0.029452428 -0.6292910101 -0.047705069 -0.15933669 -0.151979542
#> a:68 -0.799029467 -0.8192295023 0.689737561 0.29842855 -0.509874997
#> a:69 -0.222709555 -0.2731680606 0.892857853 -0.44803289 -0.215609822
#> c:70 0.212182366 0.8405709067 -0.532467504 0.24258836 0.158592278
#> c:71 -0.131067441 -0.3278703334 0.008257668 -0.23075630 -0.691715368
#> a:72 -0.059657101 -0.2539511899 -0.459364270 0.15018936 -0.415697648
#> a:73 -0.174111674 -0.0014865808 -0.131915288 0.68238608 0.626586355
#> a:74 0.596436774 0.1696140716 -0.310509748 -0.76801228 -0.272011990
#> a:75 -0.949092490 -0.6407864736 0.382875089 0.78795089 -0.431569382
#> d:76 NA 0.5197019755 -0.551443463 -0.72218006 0.494909278
#> c:77 0.519701975 NA -0.579101583 -0.25683712 -0.041022683
#> a:78 -0.551443463 -0.5791015830 NA -0.04507633 -0.142691595
#> c:79 -0.722180058 -0.2568371168 -0.045076327 NA -0.067750055
#> a:80 0.494909278 -0.0410226832 -0.142691595 -0.06775005 NA
#> b:81 0.193480562 0.7793891189 -0.727959514 0.36002564 0.088101643
#> b:82 -0.372236218 -0.0034923154 0.792994062 -0.05693828 -0.070863372
#> d:83 -0.901988358 -0.4422208493 0.687915323 0.37055500 -0.723952435
#> c:84 -0.107259145 -0.6697760957 0.818588962 -0.31756289 0.309571614
#> d:85 -0.629029694 -0.1194194146 -0.075000909 0.46389600 -0.871080507
#> b:86 0.613781426 0.9597744684 -0.738368731 -0.17226546 0.165932706
#> c:87 0.560237594 0.0529729658 -0.220729127 -0.09970904 0.994995168
#> d:88 -0.426054275 0.0914491832 0.497033176 0.37641857 0.187114520
#> b:89 -0.764293778 -0.0816644750 -0.103917485 0.84713769 -0.567558875
#> a:90 -0.812168740 -0.6273613632 0.131921530 0.86593092 -0.251525129
#> d:91 -0.675370213 -0.2639644699 0.880983339 0.19622598 -0.238638065
#> a:92 0.580656700 0.0956665732 0.289418778 -0.66001016 0.662255318
#> b:93 0.329462065 -0.3322952589 0.578443108 -0.73350408 0.320605668
#> c:94 -0.036493524 -0.2200963674 -0.077929920 -0.29319429 -0.688970713
#> d:95 -0.066406372 0.6710599001 -0.028056983 -0.19549880 -0.699805457
#> b:96 0.061541713 0.5048344693 0.138406877 0.08039693 0.385699970
#> a:97 -0.391605300 -0.2876934342 -0.194768146 0.26755158 -0.727739910
#> a:98 -0.826979924 -0.6675365240 0.183223018 0.83962093 -0.265431327
#> c:99 0.735332378 0.0848781823 -0.648207313 -0.47703552 0.212481399
#> a:100 -0.159494366 0.1437053593 0.192758529 0.41558453 0.560473246
#> b:81 b:82 d:83 c:84 d:85
#> a:1 -0.2852344756 -0.208474571 -0.300180501 0.483002027 -0.46819266
#> c:2 -0.3700116341 -0.600131189 -0.650018369 0.304403279 -0.46478305
#> a:3 -0.4546766574 -0.541266101 0.340738742 -0.057983724 0.67989214
#> a:4 0.0736105748 0.201537753 -0.689852255 0.377153774 -0.98338159
#> a:5 -0.3579046012 0.817748209 0.622214349 0.357105820 0.09594964
#> a:6 0.2024105095 -0.840860029 -0.206830885 -0.636634078 0.54186872
#> b:7 0.4142722560 0.493226742 0.542733442 -0.235742873 0.34013068
#> d:8 -0.8818822912 -0.221636140 -0.004322012 0.683195346 -0.16223658
#> b:9 0.2545841080 -0.475645071 -0.081686477 -0.642376151 0.51070144
#> b:10 0.0562336844 -0.851065165 -0.633067048 -0.123220650 -0.17421426
#> b:11 -0.8049365780 0.263876806 0.664486524 0.485393780 0.37475217
#> c:12 -0.5239262168 -0.374615666 0.400243824 0.011490768 0.64298109
#> b:13 0.5548270924 0.569303244 -0.198210189 -0.210192519 -0.39060709
#> c:14 0.2948469219 0.411159812 0.733804522 -0.407308166 0.70825771
#> d:15 0.0107857378 0.124399368 0.765405354 -0.125427394 0.70958588
#> b:16 -0.2660988096 -0.435143789 -0.718389745 0.214201577 -0.54481886
#> d:17 -0.1149089965 0.188562886 0.244209838 0.346305452 -0.08780763
#> b:18 0.2553665010 0.004388963 -0.731686208 -0.079507849 -0.65499856
#> a:19 0.6935650721 -0.278966470 0.008843669 -0.618945776 0.35191152
#> b:20 0.9151037561 -0.576359797 -0.517496100 -0.937338871 0.17620664
#> b:21 -0.2908673056 0.799246490 0.341600855 0.378221643 -0.17830571
#> d:22 0.2726065518 0.213788346 -0.439625790 0.216364228 -0.71455676
#> d:23 0.0004677528 -0.619840197 0.363224256 -0.456351023 0.88318021
#> c:24 -0.3409133664 -0.034226594 0.472213651 0.310775123 0.28991019
#> b:25 -0.2415360605 -0.494827768 -0.122759058 0.220341895 -0.02608544
#> d:26 0.8016130505 -0.457720413 -0.238129145 -0.972663805 0.44216577
#> d:27 -0.4403148369 0.180508900 -0.523549192 0.690224601 -0.90313698
#> c:28 0.5663983911 -0.892105169 -0.541871282 -0.679548115 0.18053211
#> c:29 -0.7511255311 0.377535152 0.116008991 0.683773646 -0.30971230
#> c:30 0.6149973372 0.253331725 0.193849145 -0.351780195 0.14513299
#> a:31 0.2914045902 -0.239330018 -0.896959855 -0.126790919 -0.68854135
#> c:32 0.2962530838 0.198340563 0.060760783 -0.422801333 0.21493783
#> c:33 -0.2522323554 -0.261146426 0.120879897 -0.173810357 0.41660799
#> a:34 0.9585240576 -0.199388167 -0.556186928 -0.703066928 -0.18541498
#> b:35 -0.4762121212 0.180071747 0.531134695 0.511240247 0.15582608
#> d:36 -0.2384370345 -0.481306578 -0.299549316 0.289226953 -0.23777754
#> c:37 -0.6024435535 -0.372669138 -0.458365290 0.581812147 -0.51655700
#> c:38 -0.3096828878 -0.236015431 0.715892597 -0.079606941 0.86462641
#> d:39 -0.4807134121 0.041459397 0.600337020 0.046842880 0.62949959
#> c:40 -0.0797469571 -0.614783063 -0.211224079 -0.341426197 0.32527736
#> c:41 -0.5056030023 0.683193226 -0.042775415 0.755298176 -0.69140596
#> c:42 0.9131157206 -0.543567470 -0.530222272 -0.936037385 0.15369043
#> c:43 -0.6535288292 0.517081916 0.236234315 0.596945338 -0.21954261
#> d:44 -0.7018616983 0.441689326 0.818333491 0.633262990 0.29424696
#> b:45 -0.6333999690 0.321865821 0.939846256 0.357060659 0.63337890
#> c:46 -0.5549034893 0.690583747 0.283886606 0.591361354 -0.26757938
#> b:47 -0.6816218717 -0.351957830 0.429922913 0.332755385 0.46220717
#> b:48 -0.6558015099 -0.281043982 0.574555757 0.244849782 0.62235672
#> a:49 0.4217695316 -0.451164310 -0.611689005 -0.554848157 -0.07906075
#> a:50 0.2485077267 -0.350004127 0.503092493 -0.531240040 0.88451519
#> a:51 0.7216184901 -0.643588247 -0.848254392 -0.588193894 -0.29292156
#> b:52 0.6797012790 0.313110938 0.105804751 -0.366267599 0.03820462
#> b:53 -0.0363113589 -0.704992819 0.144243841 -0.264699764 0.58624924
#> c:54 -0.3703067766 0.909734026 0.212037086 0.731549417 -0.57802713
#> b:55 0.9100856182 -0.444790710 -0.729489285 -0.752126649 -0.19488517
#> a:56 0.2182141007 0.387920800 -0.596388356 0.188165461 -0.86806025
#> a:57 0.8088827767 -0.257956596 -0.772065561 -0.488496027 -0.46808564
#> c:58 -0.2936284042 0.062545246 -0.648137608 0.490382415 -0.86288332
#> b:59 0.1067324519 -0.824439932 -0.411880553 -0.202468323 0.05158990
#> c:60 -0.2064724048 0.325676282 0.943649404 -0.076533606 0.82975298
#> a:61 -0.8621619451 -0.053143876 -0.079870301 0.837556838 -0.41304530
#> c:62 -0.4806622404 0.067332583 -0.479385985 0.557681766 -0.70832879
#> d:63 -0.5865721781 -0.615270889 -0.310283526 0.363189345 -0.13972745
#> b:64 -0.4933597122 -0.328453881 0.362136182 0.294325985 0.36153581
#> a:65 -0.1755940272 -0.021350239 -0.316206797 0.491861086 -0.59072519
#> a:66 0.8745794552 0.187216174 0.061531068 -0.723263040 0.25718366
#> b:67 -0.6041422176 -0.631010307 0.030633364 0.213430262 0.28223506
#> a:68 -0.7055747006 0.213005298 0.856429925 0.457505627 0.54486476
#> a:69 -0.6958743054 0.801339163 0.518991803 0.753947953 -0.18311708
#> c:70 0.9488975752 0.070214247 -0.358843113 -0.688815750 -0.11629851
#> c:71 -0.4839067564 -0.417705353 0.362137690 -0.034487737 0.64745163
#> a:72 -0.0714289080 -0.834714346 0.042819511 -0.397379693 0.66001484
#> a:73 0.4934812749 0.079884900 -0.228094469 -0.105147601 -0.30997114
#> a:74 -0.2644547348 -0.478072932 -0.289736474 -0.080275515 0.06901479
#> a:75 -0.2084280384 0.080677845 0.789192463 0.045846006 0.68557018
#> d:76 0.1934805622 -0.372236218 -0.901988358 -0.107259145 -0.62902969
#> c:77 0.7793891189 -0.003492315 -0.442220849 -0.669776096 -0.11941941
#> a:78 -0.7279595136 0.792994062 0.687915323 0.818588962 -0.07500091
#> c:79 0.3600256396 -0.056938283 0.370554998 -0.317562893 0.46389600
#> a:80 0.0881016428 -0.070863372 -0.723952435 0.309571614 -0.87108051
#> b:81 NA -0.218011002 -0.389202624 -0.857001961 0.07118271
#> b:82 -0.2180110018 NA 0.497087416 0.497915668 -0.23274453
#> d:83 -0.3892026244 0.497087416 NA 0.209176338 0.65741926
#> c:84 -0.8570019613 0.497915668 0.209176338 NA -0.48329978
#> d:85 0.0711827080 -0.232744529 0.657419259 -0.483299785 NA
#> b:86 0.8563120158 -0.190123950 -0.634161199 -0.711386899 -0.21393352
#> c:87 0.1619755414 -0.103666182 -0.781605935 0.234114045 -0.87536438
#> d:88 0.2009839638 0.830923175 0.308801247 0.210028917 -0.25389356
#> b:89 0.3632053563 -0.105985419 0.584827758 -0.545931151 0.84321004
#> a:90 -0.0754941677 -0.187055632 0.555100244 -0.081518534 0.63087560
#> d:91 -0.3248406104 0.931648423 0.749505001 0.500888221 0.04179849
#> a:92 -0.2748180163 0.414110271 -0.468052399 0.624023620 -0.94033490
#> b:93 -0.7670048460 0.370317928 -0.096403648 0.874104826 -0.63386557
#> c:94 -0.4134128468 -0.455366732 0.283807632 -0.106517663 0.62554196
#> d:95 0.3447870913 0.350499097 0.324852929 -0.454797234 0.39805758
#> b:96 0.4696606699 0.668176734 -0.143968842 0.004142031 -0.51723726
#> a:97 -0.1301975141 -0.544110298 0.434942226 -0.371961126 0.89728867
#> a:98 -0.1356419167 -0.161203070 0.586464406 -0.029185859 0.62843838
#> c:99 -0.0319769186 -0.841335371 -0.686130147 -0.192804277 -0.13813196
#> a:100 0.3796013379 0.548356785 -0.091061492 0.117701453 -0.48909298
#> b:86 c:87 d:88 b:89 a:90
#> a:1 -0.4197148323 0.706410753 0.023997251 -0.22172254 0.336274618
#> c:2 -0.1152795847 0.535967708 -0.679870391 -0.64960457 -0.242975030
#> a:3 -0.4858275283 -0.618524277 -0.780401178 0.27518398 0.407144615
#> a:4 0.2883220490 0.928916999 0.325868216 -0.73938971 -0.553473728
#> a:5 -0.1967044769 -0.537573196 0.408800093 -0.09071910 -0.298508839
#> a:6 0.2513191815 -0.373629759 -0.874672406 0.22398890 0.059518729
#> b:7 0.0020485467 -0.230477361 0.786235953 0.72683693 0.512093625
#> d:8 -0.6748238971 0.054978001 -0.563384840 -0.49640144 -0.005409504
#> b:9 0.4335182994 -0.557591885 -0.660568345 0.12873162 -0.264988432
#> b:10 0.0133775177 0.532526198 -0.601052294 -0.13353966 0.201859532
#> b:11 -0.6672822149 -0.685424040 -0.252374181 -0.05458454 0.051346622
#> c:12 -0.4556637372 -0.711969407 -0.737098383 0.16098454 0.221080839
#> b:13 0.6974113848 0.190363312 0.634354515 -0.19115355 -0.616447710
#> c:14 0.0522619712 -0.771390283 0.407872759 0.74437435 0.313312630
#> d:15 -0.4818402265 -0.502493767 0.313186206 0.89747013 0.919615074
#> b:16 0.1727681698 0.440223786 -0.651652390 -0.83443000 -0.649002062
#> d:17 -0.5088850840 0.330539896 0.510583850 0.32206402 0.694085956
#> b:18 0.7069949102 0.441762987 -0.112496696 -0.75879115 -0.967478789
#> a:19 0.2339782273 0.073534440 0.255070142 0.75913770 0.641895812
#> b:20 0.8265053743 0.114210714 -0.208023826 0.31770111 -0.059293692
#> b:21 -0.0004986918 -0.302613405 0.387540226 -0.36125062 -0.578479342
#> d:22 0.1656804051 0.865036077 0.591137978 -0.23329297 -0.033544558
#> d:23 -0.2660008125 -0.623869061 -0.575825129 0.70431615 0.687751597
#> c:24 -0.7578488354 -0.033847940 0.154862579 0.49366501 0.904949759
#> b:25 -0.5024481628 0.383320048 -0.238360298 0.13554053 0.647058482
#> d:26 0.7691325299 -0.288813801 -0.279866944 0.40630297 -0.109828269
#> d:27 -0.0541779316 0.679834313 -0.016123351 -0.96534207 -0.648613292
#> c:28 0.3943946265 0.259040756 -0.496146365 0.29656995 0.282849223
#> c:29 -0.3309206212 -0.130610423 -0.167091877 -0.69894759 -0.565070602
#> c:30 0.1881272926 0.104580308 0.719494500 0.64535791 0.487510338
#> a:31 0.7005909773 0.599171498 -0.257373715 -0.75454654 -0.862120624
#> c:32 0.5578782363 -0.500946059 -0.059045861 -0.04542788 -0.590746537
#> c:33 0.0386688251 -0.636811619 -0.691014578 -0.11599758 -0.322552717
#> a:34 0.8425560536 0.433727241 0.266148215 0.18148528 -0.140163657
#> b:35 -0.8351759967 -0.001989305 0.289677974 0.35412871 0.797447940
#> d:36 -0.4138343649 0.562909311 -0.232205866 -0.06691695 0.469096062
#> c:37 -0.3692875739 0.520885183 -0.516975737 -0.68397243 -0.166555578
#> c:38 -0.6393338260 -0.704834300 -0.277076513 0.72871932 0.840325365
#> d:39 -0.3570112078 -0.878104159 -0.421564766 0.15070951 0.023864470
#> c:40 0.1959006231 -0.385967984 -0.895224307 -0.15414978 -0.301894149
#> c:41 -0.1398661967 0.270028240 0.334651970 -0.78629211 -0.663034913
#> c:42 0.8681504698 0.096210861 -0.212836919 0.26573083 -0.144549571
#> c:43 -0.2565368188 -0.260804514 -0.032235139 -0.59039900 -0.578603324
#> d:44 -0.9339936082 -0.364650259 0.285599902 0.29238084 0.622727094
#> b:45 -0.8049511064 -0.764122805 0.035833043 0.43262401 0.549681226
#> c:46 -0.1964403939 -0.228425783 0.191537326 -0.54351622 -0.587027344
#> b:47 -0.8380371217 -0.346395759 -0.498909862 0.24150998 0.654362113
#> b:48 -0.8073109665 -0.561146495 -0.490387676 0.34191048 0.639349462
#> a:49 0.7656538991 0.012694603 -0.544336313 -0.33368895 -0.688824029
#> a:50 -0.1974522503 -0.566322988 -0.119244214 0.95535442 0.858384892
#> a:51 0.7054358725 0.621969003 -0.226140756 -0.06978697 -0.151482554
#> b:52 0.3142509048 0.167224526 0.768155574 0.54395603 0.331054758
#> b:53 -0.3783117955 -0.190468733 -0.489828657 0.58878241 0.819816747
#> c:54 -0.2348745669 0.242241297 0.731757809 -0.44930877 -0.339120502
#> b:55 0.8938120286 0.450296625 -0.039781687 0.04583135 -0.251155808
#> a:56 0.5522795792 0.647801500 0.376196003 -0.73855068 -0.843433147
#> a:57 0.7829086075 0.708630440 0.189118204 -0.10505896 -0.261614792
#> c:58 0.1686201190 0.624239451 -0.156316760 -0.99660264 -0.811546704
#> b:59 -0.0994518662 0.384961208 -0.493249783 0.16674851 0.490760714
#> c:60 -0.4249467213 -0.934303745 0.134227520 0.67962518 0.490975965
#> a:61 -0.6809606994 0.313015726 -0.309175875 -0.59575946 -0.027228374
#> c:62 0.0137794762 0.404839889 -0.285182971 -0.97611551 -0.781638723
#> d:63 -0.4306196430 0.220477008 -0.772843979 -0.41301196 0.052125616
#> b:64 -0.8014622056 -0.109285035 -0.256385041 0.36983040 0.835623098
#> a:65 -0.3105262245 0.793505207 0.252937434 -0.25080283 0.245602137
#> a:66 0.6483076992 -0.140703099 0.517953062 0.56479445 0.059162102
#> b:67 -0.5610864314 -0.185728647 -0.830737807 -0.06585160 0.307197009
#> a:68 -0.9228794047 -0.592473624 -0.004632983 0.39946035 0.669711233
#> a:69 -0.4862884751 -0.261436448 0.351007685 -0.36989214 -0.282672103
#> c:70 0.8725940911 0.229359892 0.430652044 0.20852883 -0.251851729
#> c:71 -0.4129172536 -0.702051848 -0.766057093 0.16488365 0.209956522
#> a:72 -0.1818372295 -0.410704128 -0.841791983 0.38921730 0.456898686
#> a:73 0.1693777884 0.613668074 0.600272830 0.24107008 0.336572256
#> a:74 0.1274305787 -0.231129059 -0.850744048 -0.43820153 -0.491732914
#> a:75 -0.6663870889 -0.499153857 0.192347564 0.80076245 0.947530098
#> d:76 0.6137814264 0.560237594 -0.426054275 -0.76429378 -0.812168740
#> c:77 0.9597744684 0.052972966 0.091449183 -0.08166448 -0.627361363
#> a:78 -0.7383687314 -0.220729127 0.497033176 -0.10391749 0.131921530
#> c:79 -0.1722654602 -0.099709037 0.376418574 0.84713769 0.865930920
#> a:80 0.1659327061 0.994995168 0.187114520 -0.56755888 -0.251525129
#> b:81 0.8563120158 0.161975541 0.200983964 0.36320536 -0.075494168
#> b:82 -0.1901239500 -0.103666182 0.830923175 -0.10598542 -0.187055632
#> d:83 -0.6341611991 -0.781605935 0.308801247 0.58482776 0.555100244
#> c:84 -0.7113868993 0.234114045 0.210028917 -0.54593115 -0.081518534
#> d:85 -0.2139335217 -0.875364376 -0.253893564 0.84321004 0.630875602
#> b:86 NA 0.260687211 0.021097219 -0.10404593 -0.565446274
#> c:87 0.2606872114 NA 0.162782240 -0.57811363 -0.310573999
#> d:88 0.0210972187 0.162782240 NA 0.15035008 0.051970136
#> b:89 -0.1040459295 -0.578113629 0.150350082 NA 0.800319905
#> a:90 -0.5654462744 -0.310573999 0.051970136 0.80031990 NA
#> d:91 -0.4482860677 -0.294841986 0.788145509 0.16903692 0.164231300
#> a:92 0.1013277828 0.661352459 0.247309525 -0.91972381 -0.743482937
#> b:93 -0.3895968459 0.284542391 -0.030283858 -0.84947911 -0.517011726
#> c:94 -0.3047801636 -0.687586993 -0.804595671 0.12687877 0.121588209
#> d:95 0.4481805723 -0.645326437 0.163212156 0.23747120 -0.339257214
#> b:96 0.4717835439 0.406721722 0.862603434 -0.13742183 -0.368695747
#> a:97 -0.3163935999 -0.735426670 -0.625726155 0.61619697 0.582156391
#> a:98 -0.6145788987 -0.328651737 0.047809233 0.77854533 0.998055172
#> c:99 0.2265824023 0.252533151 -0.901108776 -0.41878695 -0.295698009
#> a:100 0.1983652244 0.548276569 0.892824409 0.02402445 0.016256537
#> d:91 a:92 b:93 c:94 d:95
#> a:1 -0.134332676 0.268309697 0.252054020 -0.36539494 -0.981823880
#> c:2 -0.671832062 0.389005350 0.489015199 0.23784078 -0.686687691
#> a:3 -0.306939152 -0.583176563 -0.066960364 0.94436460 -0.057313041
#> a:4 -0.063471494 0.871172088 0.490454129 -0.73375935 -0.419516923
#> a:5 0.768928047 0.213999153 0.387690393 0.10071862 0.660072553
#> a:6 -0.776048621 -0.571304989 -0.413806691 0.75736387 0.161252613
#> b:7 0.623276864 -0.401505660 -0.577043547 -0.49621249 0.278220730
#> d:8 -0.152053092 0.271825667 0.710912714 0.51702562 -0.550591269
#> b:9 -0.513499584 -0.414181170 -0.309421968 0.71539978 0.613628403
#> b:10 -0.807523251 -0.071704732 -0.101586807 0.09200148 -0.767278311
#> b:11 0.391166570 -0.070763169 0.474421268 0.70304636 0.228426745
#> c:12 -0.191004809 -0.464782053 0.071827472 0.98602610 0.129912258
#> b:13 0.297441705 0.419000857 -0.036910108 -0.62024427 0.591488649
#> c:14 0.537458402 -0.594487538 -0.553086594 0.08870243 0.762694355
#> d:15 0.449216569 -0.748809613 -0.563499790 0.03834400 -0.003696862
#> b:16 -0.639361914 0.563083224 0.587254501 0.26476369 -0.296907926
#> d:17 0.379245216 -0.080738772 -0.108123749 -0.52757951 -0.648621077
#> b:18 -0.355321296 0.685962051 0.367607291 -0.18897547 0.250362282
#> a:19 -0.128393301 -0.621118277 -0.882833532 -0.36434424 -0.121244575
#> b:20 -0.654735825 -0.389564467 -0.766905665 -0.09543137 0.236079985
#> b:21 0.638420693 0.471368656 0.527762156 -0.01989638 0.631604006
#> d:22 0.100800267 0.492382007 0.069203859 -0.93077178 -0.529357395
#> d:23 -0.329762702 -0.915814070 -0.582292730 0.71432496 0.010528045
#> c:24 0.278795772 -0.394446063 -0.155461827 -0.04844002 -0.619864143
#> b:25 -0.289222995 -0.186367356 -0.059354580 -0.02650261 -0.921461964
#> d:26 -0.512932851 -0.522933680 -0.750117138 0.20042337 0.583703774
#> d:27 -0.052525409 0.947133796 0.881378604 -0.26396971 -0.421652855
#> c:28 -0.837839637 -0.462033103 -0.641131240 0.07403775 -0.327898894
#> c:29 0.256758479 0.596323738 0.891184357 0.34538559 0.128628963
#> c:30 0.340148469 -0.334144509 -0.666212381 -0.67508953 0.038489619
#> a:31 -0.573679594 0.636118305 0.301501964 -0.18897343 0.011923281
#> c:32 0.026700049 -0.019923452 -0.085273351 0.28035971 0.939540321
#> c:33 -0.278732165 -0.191016253 0.138647090 0.87810595 0.514503854
#> a:34 -0.347076447 -0.062149561 -0.622512385 -0.59872919 0.128929256
#> b:35 0.459614362 -0.207825679 0.043296245 -0.12806233 -0.601102900
#> d:36 -0.347329976 0.016029285 0.074128190 -0.12575019 -0.978531570
#> c:37 -0.409378064 0.487723726 0.670203006 0.17825140 -0.768020814
#> c:38 0.118890481 -0.822395543 -0.370678429 0.61225195 -0.049798764
#> d:39 0.159512919 -0.346689925 0.136373846 0.86356721 0.510684246
#> c:40 -0.648052983 -0.221224752 0.012128301 0.84276481 0.278221818
#> c:41 0.467779678 0.889202095 0.891632370 -0.25954028 0.043052451
#> c:42 -0.648044962 -0.344151091 -0.726420020 -0.07918441 0.303588636
#> c:43 0.390691382 0.535927839 0.798944004 0.30878634 0.335092168
#> d:44 0.705733443 -0.170089305 0.240480985 0.12475467 -0.241329298
#> b:45 0.596188843 -0.423528232 0.087601906 0.50469538 0.141179040
#> c:46 0.545005637 0.577397925 0.754697986 0.12140832 0.409116957
#> b:47 -0.052888362 -0.421312338 0.107648202 0.63870585 -0.481303395
#> b:48 0.027153715 -0.526098121 0.041401416 0.74802997 -0.256544332
#> a:49 -0.683841904 0.093654754 -0.082567737 0.30082478 0.433792607
#> a:50 -0.040311224 -0.977498306 -0.811945554 0.32210537 0.072364725
#> a:51 -0.776775386 0.001850398 -0.428942749 -0.32621361 -0.268642425
#> b:52 0.338597490 -0.218674979 -0.620515582 -0.75027693 0.114587900
#> b:53 -0.404805336 -0.746401594 -0.500635504 0.41809148 -0.471961025
#> c:54 0.779332977 0.721985232 0.652821129 -0.54742631 0.030198422
#> b:55 -0.616074962 -0.050354061 -0.559532996 -0.38908995 0.080109082
#> a:56 0.038563855 0.867840667 0.451132385 -0.62985765 0.095975332
#> a:57 -0.453405864 0.196639161 -0.372512135 -0.66763596 -0.136135956
#> c:58 -0.223744607 0.915618366 0.805084624 -0.16140827 -0.248110087
#> b:59 -0.682927097 -0.320888765 -0.315928419 0.08301642 -0.756923481
#> c:60 0.563106478 -0.637194250 -0.283180696 0.45371940 0.534277663
#> a:61 -0.019928796 0.477591983 0.801596338 0.19894434 -0.704706778
#> c:62 -0.176618889 0.837601127 0.882109729 0.08221545 -0.168200098
#> d:63 -0.550625762 0.117992567 0.436774877 0.50824940 -0.681593317
#> b:64 -0.008393411 -0.437320299 -0.059601035 0.30190621 -0.677101334
#> a:65 0.001912454 0.385750515 0.254526441 -0.58628812 -0.903012806
#> a:66 0.143527779 -0.358216192 -0.759128483 -0.43894033 0.583318082
#> b:67 -0.450113076 -0.253220229 0.214009451 0.76889578 -0.477599145
#> a:68 0.519604578 -0.395203352 0.125561583 0.44649618 -0.134631674
#> a:69 0.760560501 0.477858764 0.734216672 0.04975346 0.239546228
#> c:70 -0.103762723 -0.037627998 -0.585092478 -0.59065561 0.431425847
#> c:71 -0.239969533 -0.479772315 0.041258416 0.99276444 0.135497863
#> a:72 -0.621724738 -0.708401613 -0.383900193 0.79572922 -0.148713170
#> a:73 0.091658649 0.032699628 -0.373824743 -0.85032889 -0.429894715
#> a:74 -0.574457451 0.074628742 0.314457814 0.76751147 0.187594871
#> a:75 0.432405502 -0.699423970 -0.401810776 0.15876812 -0.143676483
#> d:76 -0.675370213 0.580656700 0.329462065 -0.03649352 -0.066406372
#> c:77 -0.263964470 0.095666573 -0.332295259 -0.22009637 0.671059900
#> a:78 0.880983339 0.289418778 0.578443108 -0.07792992 -0.028056983
#> c:79 0.196225979 -0.660010159 -0.733504076 -0.29319429 -0.195498800
#> a:80 -0.238638065 0.662255318 0.320605668 -0.68897071 -0.699805457
#> b:81 -0.324840610 -0.274818016 -0.767004846 -0.41341285 0.344787091
#> b:82 0.931648423 0.414110271 0.370317928 -0.45536673 0.350499097
#> d:83 0.749505001 -0.468052399 -0.096403648 0.28380763 0.324852929
#> c:84 0.500888221 0.624023620 0.874104826 -0.10651766 -0.454797234
#> d:85 0.041798491 -0.940334900 -0.633865567 0.62554196 0.398057575
#> b:86 -0.448286068 0.101327783 -0.389596846 -0.30478016 0.448180572
#> c:87 -0.294841986 0.661352459 0.284542391 -0.68758699 -0.645326437
#> d:88 0.788145509 0.247309525 -0.030283858 -0.80459567 0.163212156
#> b:89 0.169036917 -0.919723810 -0.849479111 0.12687877 0.237471201
#> a:90 0.164231300 -0.743482937 -0.517011726 0.12158821 -0.339257214
#> d:91 NA 0.131933150 0.230586592 -0.31056166 0.260555163
#> a:92 0.131933150 NA 0.816007152 -0.45984843 -0.209005492
#> b:93 0.230586592 0.816007152 NA 0.02364573 -0.262819175
#> c:94 -0.310561660 -0.459848429 0.023645730 NA 0.193952305
#> d:95 0.260555163 -0.209005492 -0.262819175 0.19395230 NA
#> b:96 0.458263332 0.472174414 -0.006865901 -0.88593186 0.261848598
#> a:97 -0.270094718 -0.856956175 -0.448007376 0.83811910 0.115748990
#> a:98 0.194741994 -0.724537556 -0.468542104 0.14594626 -0.345983211
#> c:99 -0.922803180 0.063232874 0.122814682 0.48210826 -0.311624687
#> a:100 0.457790040 0.344798215 -0.087442513 -0.97973964 -0.136987745
#> b:96 a:97 a:98 c:99 a:100
#> a:1 -0.086388038 -0.25215705 0.340615142 0.157539659 0.3193558950
#> c:2 -0.494252285 -0.02725751 -0.232278056 0.846591282 -0.3903116116
#> a:3 -0.969326906 0.91573236 0.430125155 0.442771827 -0.9027203655
#> a:4 0.592459162 -0.91605409 -0.560682955 0.091279618 0.6014517002
#> a:5 0.276231012 -0.13946184 -0.261607673 -0.584669197 -0.0062663411
#> a:6 -0.721506448 0.75455965 0.042016077 0.728916448 -0.8071435877
#> b:7 0.534539712 -0.06338274 0.492695128 -0.871398317 0.6457632255
#> d:8 -0.676579254 0.20678815 0.041579368 0.482912979 -0.5606002906
#> b:9 -0.443042942 0.57920916 -0.277197307 0.501870676 -0.7501009005
#> b:10 -0.476798331 0.17846602 0.182430115 0.753015783 -0.2070185397
#> b:11 -0.516439911 0.43882440 0.106363167 -0.082366655 -0.6177500181
#> c:12 -0.898258151 0.84517868 0.252119399 0.384546397 -0.9430695896
#> b:13 0.898353645 -0.69589150 -0.638990983 -0.416771594 0.5937043387
#> c:14 0.200908981 0.33243799 0.306619392 -0.682192735 0.0717996795
#> d:15 -0.130346922 0.49940262 0.918744275 -0.599204771 0.1420660785
#> b:16 -0.312956756 -0.17086465 -0.638458025 0.846897709 -0.4423934630
#> d:17 0.178811121 -0.16181675 0.694352552 -0.478158245 0.6092480564
#> b:18 0.371340513 -0.57996603 -0.979301340 0.414289768 0.0260216013
#> a:19 0.169590010 0.18182717 0.594114892 -0.236908452 0.4218604660
#> b:20 0.105256584 0.13305007 -0.118252259 0.338237265 0.0267025438
#> b:21 0.404248694 -0.36968809 -0.545901704 -0.438330160 0.0553373595
#> d:22 0.667501158 -0.77822274 -0.055022113 -0.236368225 0.8772404889
#> d:23 -0.784976486 0.97590329 0.682092882 0.250044975 -0.6370766316
#> c:24 -0.287001067 0.30762308 0.917660994 -0.310675443 0.1621720908
#> b:25 -0.436594166 0.21585940 0.646720528 0.262161697 0.0189904066
#> d:26 -0.014291341 0.34698516 -0.156642114 0.260295270 -0.2283686886
#> d:27 0.184887927 -0.68550338 -0.623759593 0.297771166 0.1312352370
#> c:28 -0.321361402 0.34871546 0.236209438 0.592546670 -0.1509358975
#> c:29 -0.147598144 -0.17484612 -0.512919886 0.115801617 -0.3775065165
#> c:30 0.582885266 -0.18640510 0.450902402 -0.664999699 0.7677359062
#> a:31 0.245854836 -0.52334628 -0.881030374 0.601053340 -0.0007701686
#> c:32 0.176028962 0.05100952 -0.596033866 -0.016923997 -0.2872362084
#> c:33 -0.589181148 0.55758789 -0.302456336 0.461926069 -0.8969732726
#> a:34 0.567872873 -0.34229683 -0.200003819 0.005582627 0.5336182342
#> b:35 -0.171408634 0.14817769 0.820665607 -0.429637351 0.2466663262
#> d:36 -0.345883856 0.03824651 0.468226839 0.343024033 0.0802677527
#> c:37 -0.451932098 -0.10455398 -0.140566994 0.650867397 -0.2973347093
#> c:38 -0.688059769 0.87954950 0.856205040 -0.118287794 -0.4693682166
#> d:39 -0.582825049 0.65884250 0.060168280 0.048188745 -0.7847420329
#> c:40 -0.685681750 0.57644337 -0.298156587 0.763474361 -0.9181853504
#> c:41 0.406005854 -0.69454884 -0.624695145 -0.193200581 0.2166048479
#> c:42 0.128699010 0.10560141 -0.202233098 0.347195813 0.0044223199
#> c:43 -0.024426485 -0.18307153 -0.529031390 -0.050418076 -0.3140434481
#> d:44 -0.216609835 0.23243575 0.666528603 -0.554015283 0.0289176727
#> b:45 -0.424218970 0.55793164 0.592797957 -0.437455263 -0.3374572740
#> c:46 0.189153641 -0.32457904 -0.541378269 -0.245787325 -0.1097998897
#> b:47 -0.854507892 0.70056080 0.687788781 0.212669811 -0.5708619772
#> b:48 -0.862086852 0.80169643 0.674357719 0.132434151 -0.6547282548
#> a:49 -0.085658635 0.04021698 -0.712863385 0.661802953 -0.4371297610
#> a:50 -0.404297005 0.78311355 0.839858726 -0.171065461 -0.1935602331
#> a:51 0.135351158 -0.18016882 -0.204636260 0.529528080 0.1896535307
#> b:52 0.702000521 -0.31246282 0.291952975 -0.663840027 0.8243058667
#> b:53 -0.718150670 0.75973450 0.810003680 0.300196198 -0.3720600427
#> c:54 0.644630776 -0.74982286 -0.307999676 -0.617241347 0.5771300266
#> b:55 0.349106110 -0.22743337 -0.310338850 0.318235960 0.2796811077
#> a:56 0.738424123 -0.91958257 -0.851850425 -0.006694235 0.5072504371
#> a:57 0.543357084 -0.51013389 -0.315496772 0.179275152 0.5531935737
#> c:58 0.160376847 -0.63420032 -0.794576377 0.449101719 0.0010981623
#> b:59 -0.496591532 0.32952494 0.468147440 0.563813614 -0.1429610739
#> c:60 -0.233716147 0.60570398 0.512075823 -0.545053501 -0.2722680022
#> a:61 -0.426388392 -0.08306062 0.018092429 0.332324023 -0.2492684781
#> c:62 -0.030157715 -0.45180533 -0.752041662 0.474525928 -0.2212887567
#> d:63 -0.768856784 0.30258171 0.075939127 0.766319729 -0.5985306273
#> b:64 -0.644062488 0.53981338 0.854959589 0.056292276 -0.2257788662
#> a:65 0.170001468 -0.46157005 0.245596160 -0.011850342 0.5430531793
#> a:66 0.608410154 -0.11204950 0.012672265 -0.476802961 0.4933031331
#> b:67 -0.960322663 0.66103296 0.334044412 0.643937596 -0.7912876690
#> a:68 -0.496903913 0.54121876 0.713120663 -0.359351772 -0.2919258100
#> a:69 0.169924927 -0.27586574 -0.229682680 -0.464836546 0.0153015579
#> c:70 0.712548087 -0.38644116 -0.305297925 -0.213601743 0.5589685809
#> c:71 -0.906096170 0.85619956 0.238230645 0.421475146 -0.9563785648
#> a:72 -0.911015062 0.90853932 0.452467974 0.606794515 -0.7930794018
#> a:73 0.570876770 -0.46039453 0.300924596 -0.360587619 0.8564656633
#> a:74 -0.611784115 0.36367535 -0.476184651 0.781763785 -0.8693113672
#> a:75 -0.294595433 0.55832253 0.958357015 -0.505228026 0.0168694638
#> d:76 0.061541713 -0.39160530 -0.826979924 0.735332378 -0.1594943656
#> c:77 0.504834469 -0.28769343 -0.667536524 0.084878182 0.1437053593
#> a:78 0.138406877 -0.19476815 0.183223018 -0.648207313 0.1927585287
#> c:79 0.080396930 0.26755158 0.839620929 -0.477035520 0.4155845273
#> a:80 0.385699970 -0.72773991 -0.265431327 0.212481399 0.5604732458
#> b:81 0.469660670 -0.13019751 -0.135641917 -0.031976919 0.3796013379
#> b:82 0.668176734 -0.54411030 -0.161203070 -0.841335371 0.5483567846
#> d:83 -0.143968842 0.43494223 0.586464406 -0.686130147 -0.0910614923
#> c:84 0.004142031 -0.37196113 -0.029185859 -0.192804277 0.1177014534
#> d:85 -0.517237262 0.89728867 0.628438376 -0.138131963 -0.4890929755
#> b:86 0.471783544 -0.31639360 -0.614578899 0.226582402 0.1983652244
#> c:87 0.406721722 -0.73542667 -0.328651737 0.252533151 0.5482765687
#> d:88 0.862603434 -0.62572616 0.047809233 -0.901108776 0.8928244086
#> b:89 -0.137421835 0.61619697 0.778545327 -0.418786954 0.0240244495
#> a:90 -0.368695747 0.58215639 0.998055172 -0.295698009 0.0162565371
#> d:91 0.458263332 -0.27009472 0.194741994 -0.922803180 0.4577900396
#> a:92 0.472174414 -0.85695617 -0.724537556 0.063232874 0.3447982150
#> b:93 -0.006865901 -0.44800738 -0.468542104 0.122814682 -0.0874425130
#> c:94 -0.885931855 0.83811910 0.145946264 0.482108258 -0.9797396448
#> d:95 0.261848598 0.11574899 -0.345983211 -0.311624687 -0.1369877453
#> b:96 NA -0.83588202 -0.389275827 -0.601411114 0.8826461963
#> a:97 -0.835882023 NA 0.586622851 0.259779504 -0.7583851940
#> a:98 -0.389275827 0.58662285 NA -0.303614266 -0.0047590872
#> c:99 -0.601411114 0.25977950 -0.303614266 NA -0.6381947980
#> a:100 0.882646196 -0.75838519 -0.004759087 -0.638194798 NA
data.frame(id = rownames(res)) %>% dplyr::inner_join(attr(res, "map"))
#> Joining with `by = join_by(id)`
#> id annotation primary_key
#> 1 a:1 a 1
#> 2 c:2 c 2
#> 3 a:3 a 3
#> 4 a:4 a 4
#> 5 a:5 a 5
#> 6 a:6 a 6
#> 7 b:7 b 7
#> 8 d:8 d 8
#> 9 b:9 b 9
#> 10 b:10 b 10
#> 11 b:11 b 11
#> 12 c:12 c 12
#> 13 b:13 b 13
#> 14 c:14 c 14
#> 15 d:15 d 15
#> 16 b:16 b 16
#> 17 d:17 d 17
#> 18 b:18 b 18
#> 19 a:19 a 19
#> 20 b:20 b 20
#> 21 b:21 b 21
#> 22 d:22 d 22
#> 23 d:23 d 23
#> 24 c:24 c 24
#> 25 b:25 b 25
#> 26 d:26 d 26
#> 27 d:27 d 27
#> 28 c:28 c 28
#> 29 c:29 c 29
#> 30 c:30 c 30
#> 31 a:31 a 31
#> 32 c:32 c 32
#> 33 c:33 c 33
#> 34 a:34 a 34
#> 35 b:35 b 35
#> 36 d:36 d 36
#> 37 c:37 c 37
#> 38 c:38 c 38
#> 39 d:39 d 39
#> 40 c:40 c 40
#> 41 c:41 c 41
#> 42 c:42 c 42
#> 43 c:43 c 43
#> 44 d:44 d 44
#> 45 b:45 b 45
#> 46 c:46 c 46
#> 47 b:47 b 47
#> 48 b:48 b 48
#> 49 a:49 a 49
#> 50 a:50 a 50
#> 51 a:51 a 51
#> 52 b:52 b 52
#> 53 b:53 b 53
#> 54 c:54 c 54
#> 55 b:55 b 55
#> 56 a:56 a 56
#> 57 a:57 a 57
#> 58 c:58 c 58
#> 59 b:59 b 59
#> 60 c:60 c 60
#> 61 a:61 a 61
#> 62 c:62 c 62
#> 63 d:63 d 63
#> 64 b:64 b 64
#> 65 a:65 a 65
#> 66 a:66 a 66
#> 67 b:67 b 67
#> 68 a:68 a 68
#> 69 a:69 a 69
#> 70 c:70 c 70
#> 71 c:71 c 71
#> 72 a:72 a 72
#> 73 a:73 a 73
#> 74 a:74 a 74
#> 75 a:75 a 75
#> 76 d:76 d 76
#> 77 c:77 c 77
#> 78 a:78 a 78
#> 79 c:79 c 79
#> 80 a:80 a 80
#> 81 b:81 b 81
#> 82 b:82 b 82
#> 83 d:83 d 83
#> 84 c:84 c 84
#> 85 d:85 d 85
#> 86 b:86 b 86
#> 87 c:87 c 87
#> 88 d:88 d 88
#> 89 b:89 b 89
#> 90 a:90 a 90
#> 91 d:91 d 91
#> 92 a:92 a 92
#> 93 b:93 b 93
#> 94 c:94 c 94
#> 95 d:95 d 95
#> 96 b:96 b 96
#> 97 a:97 a 97
#> 98 a:98 a 98
#> 99 c:99 c 99
#> 100 a:100 a 100