Read Metabolon Data (format 1)
read_metabolon_v1.RdRead Metabolon Data (format 1)
Examples
filepath <- system.file("extdata", "metabolon_v1_example.xlsx", package = "metaboprep")
read_metabolon_v1(filepath)
#> $data
#> , , raw
#>
#> comp_id_123 comp_id_124 comp_id_125 comp_id_126 comp_id_127 comp_id_128
#> ind1 11.031464 12.495436 NA 6.976256 8.559816 10.397962
#> ind2 10.799323 13.738333 14.385828 10.854710 12.424020 9.887131
#> ind3 11.469142 12.322201 NA 12.287431 8.768468 11.708023
#> ind4 10.448855 7.752219 10.649357 7.776786 12.604741 10.062356
#> ind5 9.236774 11.166760 7.933557 10.040024 8.134009 6.469749
#> ind6 11.951774 13.070842 13.905246 9.882807 9.026278 11.826184
#> ind7 9.337126 9.007520 9.474359 8.274025 10.742845 11.472678
#> ind8 8.040777 9.077768 13.737318 12.031240 10.054208 8.541615
#> ind9 9.588277 8.393011 11.568514 7.860421 11.305008 8.826446
#> ind10 9.524259 9.421736 8.497738 8.373608 5.118562 8.632674
#> ind11 9.885147 14.786659 8.040410 8.892351 13.624823 9.934459
#> ind12 9.881862 10.145796 12.206097 8.435443 7.827944 9.223227
#> ind13 10.191038 13.014605 9.092726 10.932484 11.501048 10.925473
#> ind14 9.487391 10.149801 10.188805 11.602323 9.925259 9.899984
#> ind15 8.040197 9.257678 9.251139 8.656159 9.766902 9.325765
#> ind16 13.336635 10.306436 14.620454 12.501878 10.451522 12.004165
#> ind17 5.914386 10.933450 4.466581 9.739885 5.036109 10.450842
#> ind18 12.036509 14.060900 8.510062 14.820797 10.377646 11.530596
#> ind19 9.780151 9.680515 9.523765 8.886694 11.012651 10.008468
#> ind20 11.111130 8.069573 11.140311 10.476340 13.448537 10.082363
#> ind21 8.965271 11.859691 8.794810 10.772037 9.643523 9.661234
#> ind22 9.035094 11.225533 12.358829 12.758466 10.970624 8.990146
#> ind23 9.292595 7.508694 7.309784 9.375007 9.443203 8.058925
#> ind24 8.741009 8.379551 5.527691 6.912946 11.048029 8.533810
#> ind25 6.945566 9.896580 10.425607 8.591791 8.509945 11.691557
#> ind26 11.197129 7.899086 10.296741 12.529377 9.157691 11.132724
#> ind27 10.171202 9.218873 6.763779 9.149852 9.100263 11.676440
#> ind28 9.139563 7.657901 6.290684 10.403849 10.089725 7.939957
#> ind29 10.773855 7.483370 9.345794 7.038767 11.084888 8.980374
#> ind30 10.819434 15.453508 12.556487 11.499860 10.836738 11.242535
#> ind31 9.687461 11.638251 7.517721 7.238642 8.414442 10.185024
#> ind32 8.597868 8.905889 7.791104 5.306399 8.469211 10.676695
#> ind33 7.487773 9.253420 8.092451 3.043605 9.108522 10.205943
#> ind34 9.856744 10.570120 9.178486 10.479802 8.455052 12.200033
#> ind35 8.466690 12.229195 10.350835 11.930801 8.420091 10.646671
#> ind36 9.144921 9.547568 5.028897 9.527751 9.527369 10.671885
#> ind37 7.922765 12.024301 15.874366 9.967082 9.200768 12.298708
#> ind38 10.304181 8.272077 8.840850 9.169323 11.293520 7.031014
#> ind39 5.383257 12.168134 6.945888 11.119043 7.712172 9.853260
#> ind40 9.806599 10.213716 8.344087 10.779102 10.151246 8.945095
#> ind41 9.510247 8.684662 11.919765 11.424479 13.981262 10.233529
#> ind42 6.785126 8.469562 11.419765 10.792200 8.913159 10.861676
#> ind43 6.789588 8.555275 7.364339 10.673828 9.094765 7.243455
#> ind44 9.247905 9.346101 10.006589 10.183545 9.601802 11.281708
#> ind45 10.840405 15.158160 9.407171 8.460720 12.685943 9.263789
#> ind46 9.579919 10.279546 7.738339 10.786662 8.867217 12.035997
#> ind47 12.569774 8.461312 8.312711 12.376874 6.805772 5.777582
#> ind48 10.934333 12.512781 6.414889 9.146389 9.838042 11.313188
#> ind49 5.814179 7.881708 8.697635 7.692232 9.310000 7.899755
#> ind50 11.336182 11.495411 8.985804 11.220151 11.198829 7.764427
#> ind51 10.762363 14.389443 8.847607 10.694553 9.641367 14.338737
#> ind52 22.784543 14.504890 9.801389 8.821731 11.425746 8.816633
#> ind53 19.054377 17.973524 9.856864 9.242549 9.245437 9.730583
#> ind54 13.788434 17.107258 11.542952 9.595428 13.357765 10.232954
#> ind55 15.542282 11.480137 11.039854 11.710032 8.255219 10.940461
#> ind56 11.243031 17.747471 7.144817 8.993961 11.958323 6.924108
#> ind57 9.958584 10.946409 7.491228 11.181157 11.600483 7.985949
#> ind58 11.211026 18.491906 9.773889 6.767267 14.737442 6.821077
#> ind59 13.611234 10.644067 10.118750 11.204120 10.770962 8.317061
#> ind60 16.979323 18.212082 8.716499 10.969012 11.070549 10.220876
#> ind61 14.361220 16.789160 12.229341 7.827335 13.217512 9.847433
#> ind62 24.241926 10.616000 9.903358 14.974381 9.199723 7.711228
#> ind63 13.024270 16.212297 9.757567 11.407200 14.006734 9.833003
#> ind64 16.061642 12.117587 13.528366 8.989694 10.765063 13.812137
#> ind65 12.423048 13.617077 11.579013 12.764391 9.726429 9.527950
#> ind66 7.824872 11.330466 10.068932 8.391765 8.959891 12.454410
#> ind67 20.890557 8.322616 7.033315 10.309542 9.472015 6.011510
#> ind68 17.611025 14.866830 12.353269 12.689635 7.110176 9.539715
#> ind69 18.383366 17.342031 8.769404 11.181469 11.957445 7.000722
#> ind70 17.475503 15.627220 7.968233 10.665093 10.308364 12.024813
#> ind71 24.721531 8.957052 10.032775 14.455243 7.762321 7.717583
#> ind72 19.544732 15.367114 11.010467 12.337998 11.531685 8.341123
#> ind73 16.499607 11.678907 8.014357 9.570792 6.426560 11.716846
#> ind74 9.559012 17.442033 9.776844 9.878837 9.393437 10.296398
#> ind75 13.241237 13.567866 10.478434 11.691220 10.957160 8.015483
#> ind76 13.152306 12.457701 7.480955 9.332937 11.182259 10.900856
#> ind77 10.901308 16.375495 6.314366 10.380581 11.537076 9.538934
#> ind78 17.845391 17.776885 11.891343 7.606746 8.116390 13.419868
#> ind79 12.862833 20.377060 10.860612 7.382942 9.573646 10.019634
#> ind80 13.151916 17.706299 9.904306 8.752302 12.280551 10.351977
#> ind81 14.551277 15.017732 10.471692 9.286266 14.384684 9.332092
#> ind82 18.855078 17.378950 10.364235 8.534438 14.244360 10.372499
#> ind83 6.997224 12.524357 8.016851 5.890819 13.703452 10.404325
#> ind84 16.477313 9.629817 8.162462 9.905562 12.000718 12.520530
#> ind85 22.064913 17.646196 8.765874 10.745720 13.264710 10.918528
#> ind86 10.227723 14.080879 7.824500 9.817854 11.958402 7.986222
#> ind87 12.130652 12.445362 11.813604 13.090110 11.554692 6.502097
#> ind88 11.151701 24.665361 10.075571 7.676387 13.993096 9.601196
#> ind89 15.683084 18.054552 11.785001 12.167412 8.885961 9.136625
#> ind90 14.655705 8.323373 4.923532 10.450630 12.114155 10.991222
#> ind91 12.791367 14.490983 8.105515 9.454354 11.607356 10.445718
#> ind92 12.078014 14.571756 10.706328 11.402640 10.325104 7.600803
#> ind93 20.807650 16.432375 7.659321 4.922971 9.775869 7.794609
#> ind94 19.466105 21.588286 6.570596 9.072344 11.759818 10.346540
#> ind95 19.803324 10.861234 11.472121 13.286691 9.673341 9.069111
#> ind96 14.158774 14.824739 14.219846 6.647555 12.403116 7.721506
#> ind97 16.711271 15.010560 8.215987 10.410032 9.128093 10.279291
#> ind98 10.574460 15.637964 12.790939 12.055262 9.742820 8.692874
#> ind99 15.710871 14.499330 8.377500 10.539204 13.212361 7.782355
#> ind100 16.302741 15.296691 9.222099 12.070075 12.325948 12.859892
#> comp_id_129 comp_id_130 comp_id_131 comp_id_132 comp_id_133 comp_id_134
#> ind1 10.899624 11.685586 NA 9.536181 12.029431 8.739588
#> ind2 9.700958 9.811846 NA 9.041283 11.393484 NA
#> ind3 9.507146 9.512675 NA 9.859401 10.212771 9.362325
#> ind4 7.939032 11.459229 6.803565 9.258854 10.366592 9.987595
#> ind5 12.310896 10.534045 NA 11.555227 11.012591 12.523100
#> ind6 7.716937 10.107467 12.783222 10.777504 10.694291 6.890865
#> ind7 9.383313 8.636877 7.104983 11.228250 13.955604 8.891932
#> ind8 10.494006 12.153409 NA 8.600051 9.925348 7.953028
#> ind9 9.112181 11.894970 9.636229 8.800678 9.097725 11.495778
#> ind10 13.309842 9.693818 7.351786 10.271714 7.503808 11.527450
#> ind11 11.921682 11.658689 NA 10.320828 12.449950 9.864149
#> ind12 6.169789 9.857214 NA 12.550578 10.950591 12.410311
#> ind13 5.243594 7.829066 9.522062 11.451469 10.153010 13.452854
#> ind14 11.686942 13.029676 8.062048 11.622938 7.865214 8.585975
#> ind15 8.235084 8.129353 7.927689 14.763458 12.661713 11.938611
#> ind16 12.535743 7.049558 NA 12.474598 12.202810 9.706702
#> ind17 11.393743 9.890735 7.161592 10.884720 11.136865 10.666941
#> ind18 11.901789 14.725651 NA 11.573661 14.064495 10.926314
#> ind19 10.680915 10.146764 8.018273 12.820793 11.927308 10.628273
#> ind20 10.127558 11.067431 6.435472 10.071584 10.795844 9.860836
#> ind21 8.134017 8.678082 12.374038 11.908310 12.295668 10.177381
#> ind22 9.445641 8.427328 NA 10.219725 6.372993 10.146709
#> ind23 7.572826 12.892806 8.749950 13.057841 10.498353 12.192705
#> ind24 6.759337 10.364750 9.079487 11.146360 7.845285 9.649967
#> ind25 12.185704 8.391149 8.268621 9.451966 11.313255 10.208499
#> ind26 6.525884 12.932881 9.098174 8.983630 9.278031 8.125756
#> ind27 9.935789 5.996291 NA 8.522516 9.829908 11.260932
#> ind28 12.671202 11.210207 NA 14.311194 14.712575 10.482660
#> ind29 13.778847 10.323424 10.182284 11.350761 12.071320 8.341731
#> ind30 12.005709 7.736912 6.569120 8.083397 8.983278 10.195038
#> ind31 11.647736 8.338120 8.198254 10.873173 12.751512 12.633607
#> ind32 11.214590 10.498482 9.231710 7.512497 12.184433 10.047327
#> ind33 13.293811 9.767458 7.654512 11.954038 11.207478 9.207849
#> ind34 9.242048 9.912564 11.035756 10.043928 12.037529 7.567902
#> ind35 9.036016 11.235561 10.109937 8.658860 9.056520 12.196335
#> ind36 9.766025 9.653929 NA 10.824001 14.560410 7.496021
#> ind37 10.608027 12.345420 NA 11.028278 9.580119 8.489847
#> ind38 10.284803 12.951119 7.699556 10.923084 13.194157 12.707576
#> ind39 9.102759 10.883727 5.908935 11.285083 12.137165 8.007908
#> ind40 11.235271 9.767498 9.427703 9.802811 9.395071 11.855113
#> ind41 7.182658 11.389908 10.436949 9.273954 8.068239 10.800043
#> ind42 11.388233 10.247995 NA 12.306294 5.800482 12.209352
#> ind43 10.626147 11.347504 NA 8.962914 10.811698 12.219172
#> ind44 12.315798 10.458659 10.413476 12.041191 14.154570 9.740102
#> ind45 13.159821 13.311670 12.870584 10.563646 13.628345 9.117517
#> ind46 11.147503 10.886966 NA 12.708995 12.997006 11.481252
#> ind47 8.287034 14.122832 9.420137 11.629091 13.164495 13.320241
#> ind48 8.890070 15.142104 NA 8.484599 10.960446 8.922351
#> ind49 8.458450 12.813420 8.916730 9.662166 11.020139 9.630195
#> ind50 9.973076 7.655175 8.189960 8.688930 12.651030 8.243789
#> ind51 11.878698 8.475722 7.202477 9.981213 9.949699 8.664427
#> ind52 8.289800 10.803226 NA 10.210439 13.154838 9.076295
#> ind53 10.874925 7.485341 8.771514 9.913971 11.410675 8.330607
#> ind54 10.824565 11.944208 8.201092 8.836273 5.415363 8.107351
#> ind55 10.288147 10.970189 9.678118 10.946860 8.897045 9.006194
#> ind56 12.146145 10.165228 12.342233 10.507862 11.756198 11.936991
#> ind57 11.079657 9.684958 8.793962 10.541769 6.236532 7.116202
#> ind58 10.944792 9.984092 NA 10.326651 11.071867 8.759999
#> ind59 9.931198 9.591287 9.779365 11.092156 11.382869 8.501891
#> ind60 9.185357 8.024259 5.862932 8.833509 3.783250 9.083405
#> ind61 11.567161 10.528560 7.779988 10.739973 9.025037 9.662204
#> ind62 12.976160 9.995534 12.581961 10.123284 12.327277 8.760188
#> ind63 10.140091 10.414184 9.772688 11.277921 7.325878 9.981945
#> ind64 10.602606 13.180979 11.399946 8.494763 9.772813 7.240431
#> ind65 8.904465 7.543766 NA 9.989897 9.612945 13.756233
#> ind66 6.396801 9.804317 NA 10.865105 10.163525 8.735550
#> ind67 8.226354 13.154214 11.145219 11.499645 8.622512 8.142423
#> ind68 8.620911 6.990477 8.697049 8.413457 10.794358 6.817583
#> ind69 10.284992 10.037212 9.436805 11.563593 8.336095 10.611048
#> ind70 6.856999 8.758920 6.468189 11.017658 10.497689 10.767896
#> ind71 10.782883 8.467004 10.443200 11.281078 8.009749 9.229976
#> ind72 8.129741 15.090723 9.880034 15.060622 12.128148 10.438844
#> ind73 9.914648 7.673116 7.521529 13.375477 10.072228 10.747829
#> ind74 12.494440 8.150500 7.280930 11.837862 8.192507 11.180306
#> ind75 8.911919 5.035532 12.667727 10.875094 7.638701 7.549081
#> ind76 8.454320 10.818238 11.073278 9.369902 9.398649 9.237998
#> ind77 8.778038 10.661591 NA 11.360192 11.681201 6.737077
#> ind78 9.763070 12.906657 10.810077 8.302363 8.055532 8.020220
#> ind79 9.605244 9.288095 7.071882 9.185001 7.644348 6.806950
#> ind80 8.962516 7.833273 11.830449 10.485264 9.121028 9.499076
#> ind81 9.121791 9.408494 NA 12.766032 13.904401 11.784599
#> ind82 11.215446 10.839046 9.452708 9.589049 6.612381 9.532343
#> ind83 9.019222 10.725526 NA 12.412190 6.829790 8.351095
#> ind84 12.690671 10.570885 11.279600 12.088888 8.740018 7.779484
#> ind85 8.334030 12.502830 8.081045 7.551118 10.074606 8.223209
#> ind86 8.242058 14.118574 7.469401 10.872669 13.764364 11.955642
#> ind87 11.241482 9.516814 11.100236 9.585218 10.644095 10.431169
#> ind88 8.682628 8.467616 7.746741 9.247144 6.329512 8.086123
#> ind89 10.575893 8.948984 12.085904 12.610420 10.361359 10.409269
#> ind90 12.460428 8.590371 NA 12.000491 9.701992 8.481752
#> ind91 12.062031 11.729684 8.757522 10.779638 10.852487 7.648406
#> ind92 4.954149 6.899332 11.895060 12.787193 8.381952 4.923612
#> ind93 7.873125 10.663153 7.543401 10.618722 12.031994 14.378946
#> ind94 10.579676 11.274393 NA 11.252491 8.503626 11.459525
#> ind95 11.322825 14.407820 9.898474 9.412619 9.395380 9.829304
#> ind96 9.334733 12.447655 NA 6.767872 9.536971 8.781900
#> ind97 11.835086 9.452973 NA 7.099878 11.401361 6.767670
#> ind98 7.495043 9.391826 10.877714 7.447798 10.964228 13.164916
#> ind99 10.490141 13.882470 8.041389 11.516316 9.689696 7.133132
#> ind100 8.611246 13.029065 8.879916 9.969554 9.416289 8.841734
#> comp_id_135 comp_id_136 comp_id_137 comp_id_138 comp_id_139 comp_id_140
#> ind1 7.927847 11.190071 9.366984 11.394592 10.711164 NA
#> ind2 9.076409 9.242452 9.231640 7.262462 10.319619 7.973462
#> ind3 12.278999 8.396558 NA 11.459060 7.453987 10.506341
#> ind4 8.264073 9.848475 9.759158 10.196995 13.262089 9.802574
#> ind5 9.880676 10.240667 10.795428 9.822672 13.667106 14.546678
#> ind6 11.058837 9.553450 11.798762 11.231996 10.362110 11.455780
#> ind7 8.258213 10.129945 9.584776 11.557549 9.007304 9.917330
#> ind8 9.575485 11.739244 8.342755 5.979280 7.844726 8.670644
#> ind9 7.266028 12.703802 11.525058 8.783315 9.943959 10.427859
#> ind10 9.966810 10.665183 7.309684 11.649036 10.588838 8.744863
#> ind11 7.275374 9.530696 8.126876 8.773806 12.418897 7.177851
#> ind12 10.499798 9.319576 9.979376 15.239801 13.914186 11.725920
#> ind13 8.713259 12.498185 11.138268 8.400298 6.678282 11.095816
#> ind14 8.524028 9.804379 8.899509 12.222094 10.937995 11.560730
#> ind15 12.383563 7.952222 11.156818 16.013265 11.665323 12.306751
#> ind16 10.397231 12.156815 10.201925 8.648797 10.801573 10.331048
#> ind17 9.267054 7.230876 12.390530 10.417482 13.847395 10.068492
#> ind18 12.613070 8.880252 8.817938 8.985416 9.563397 5.787823
#> ind19 7.001730 10.990239 11.677623 10.829970 12.918766 12.355642
#> ind20 8.961095 7.789828 7.273318 9.403624 11.005627 12.223956
#> ind21 5.021701 11.651236 7.699407 10.209406 13.209627 6.402183
#> ind22 11.743791 6.630699 9.670824 9.563851 13.091210 11.879221
#> ind23 10.226388 11.393853 7.817676 8.055076 9.575327 9.085809
#> ind24 8.229140 10.582072 9.303356 8.171432 9.823975 11.676934
#> ind25 10.120937 10.194985 13.071629 9.542183 11.467373 14.003241
#> ind26 10.156541 8.396524 4.410541 10.667992 11.514822 7.623187
#> ind27 9.667730 10.273980 9.734261 11.588383 12.710864 14.013350
#> ind28 11.067396 12.180191 7.949661 11.689105 11.969423 10.057761
#> ind29 10.907665 11.128730 6.900794 5.133474 10.124444 9.006460
#> ind30 9.029347 10.624415 7.627120 9.474642 11.446755 10.612153
#> ind31 8.803108 7.764990 8.654714 7.711672 16.952200 10.068881
#> ind32 9.377121 12.197833 11.990662 10.501280 14.745086 10.341794
#> ind33 11.211029 9.748336 7.414883 11.170198 17.265833 11.630270
#> ind34 10.908323 10.863536 10.598642 12.674725 11.013628 9.546334
#> ind35 9.609970 9.307438 7.648948 11.382108 13.033482 8.987764
#> ind36 8.284898 9.093983 9.351362 8.888282 12.024131 11.167895
#> ind37 13.906029 8.345834 13.335981 7.542629 10.437065 13.872226
#> ind38 6.550065 10.532853 10.033331 12.121325 13.233791 9.685924
#> ind39 11.045741 11.755081 7.887052 10.001264 12.835696 9.498474
#> ind40 9.659243 8.410241 8.802324 8.026437 15.449563 9.187906
#> ind41 11.921102 10.180096 11.245773 7.936607 11.308165 11.131513
#> ind42 7.261870 9.420071 10.848122 9.450675 9.877690 8.391348
#> ind43 8.149484 9.772155 9.421947 10.920113 12.124042 12.169906
#> ind44 10.595464 8.118267 12.277203 8.133123 8.703017 12.277401
#> ind45 7.715927 9.871183 8.192486 7.707854 11.916419 7.810092
#> ind46 10.887727 9.309577 8.218906 6.935200 12.256831 9.304325
#> ind47 4.858108 8.324888 7.724461 9.022537 10.762409 10.323969
#> ind48 10.261772 9.627329 6.596865 10.284409 12.856625 7.822423
#> ind49 10.780438 10.340127 8.796197 9.136817 13.243430 7.434816
#> ind50 10.541498 9.108187 6.009665 10.217163 8.498557 8.945249
#> ind51 10.893431 9.792816 8.651245 9.280950 6.870959 10.826763
#> ind52 9.624244 10.639967 11.151220 11.227766 8.757105 11.331901
#> ind53 8.918672 6.132059 8.399726 10.104566 9.273253 11.613566
#> ind54 10.798402 11.023735 7.974507 8.633215 12.203001 8.618301
#> ind55 12.412085 7.985696 7.507988 8.061857 12.285699 11.414543
#> ind56 11.433649 12.574015 9.929583 6.937548 8.132767 7.142857
#> ind57 9.514974 10.226762 6.700126 8.560080 9.357320 11.114010
#> ind58 11.291393 11.422049 9.613500 7.183071 12.840246 8.134623
#> ind59 7.599654 9.899076 10.501250 6.445358 8.294983 11.294583
#> ind60 9.914617 9.333520 7.424913 6.850419 8.216689 9.382225
#> ind61 8.457093 10.326641 10.115127 7.869439 12.566791 12.436796
#> ind62 6.559599 8.977043 8.788392 6.652011 9.817831 8.052293
#> ind63 7.420332 14.217935 12.540653 11.047834 10.367225 10.945986
#> ind64 9.479599 10.205269 9.750726 12.174248 7.269169 10.734845
#> ind65 7.532738 8.695950 10.169732 9.448228 10.504589 11.099313
#> ind66 6.857497 10.785122 9.718818 9.131895 7.762480 11.879441
#> ind67 8.144706 13.264841 9.021082 8.179512 9.037311 11.806780
#> ind68 7.335190 11.043216 9.034193 11.227039 11.739370 11.911155
#> ind69 6.560646 8.884195 7.859823 7.383554 9.063719 8.080356
#> ind70 9.821256 8.459314 9.310420 3.044143 10.031792 10.121014
#> ind71 11.064195 8.724340 7.145007 8.216714 11.793099 11.141675
#> ind72 7.955092 10.843772 8.818618 7.424275 12.157276 10.014418
#> ind73 7.465350 12.059703 10.288600 10.972568 9.173359 10.034557
#> ind74 7.986977 10.379490 7.837839 12.764658 10.175848 12.093373
#> ind75 8.094695 9.777601 10.346333 6.270059 8.103482 11.731526
#> ind76 8.413075 9.834439 9.745839 10.311995 11.424081 10.047048
#> ind77 7.543333 10.339073 9.043879 8.897703 8.619423 9.883937
#> ind78 9.334173 9.377172 7.698577 7.656672 10.207240 15.375638
#> ind79 11.648906 11.639226 8.296931 9.520514 6.795322 11.029166
#> ind80 11.093348 6.892124 11.006210 6.285838 7.403414 8.974327
#> ind81 10.961936 14.017782 14.628908 8.729592 11.919050 11.611531
#> ind82 10.396016 10.946847 8.573822 9.929875 11.087698 8.883622
#> ind83 10.380493 11.022862 8.158524 8.753056 9.371472 9.375448
#> ind84 10.361426 8.458076 8.174851 9.293798 6.974175 6.867406
#> ind85 9.525200 12.204948 10.732690 9.840211 8.426615 9.981486
#> ind86 12.156333 9.594169 11.314963 5.082189 9.535186 13.266174
#> ind87 7.816972 9.380924 10.706236 4.867448 10.874482 10.211266
#> ind88 9.818083 8.308557 9.272614 7.057406 6.923429 9.849290
#> ind89 5.868200 9.283583 8.717139 7.059071 11.118311 11.162673
#> ind90 11.152483 10.289180 11.096305 7.788954 8.045354 9.905938
#> ind91 6.670914 10.562646 9.862794 7.432121 9.002959 10.048802
#> ind92 5.824775 8.453492 12.183100 7.236925 8.133574 13.822207
#> ind93 8.636592 8.921120 5.219546 8.616766 13.422525 13.803392
#> ind94 8.890939 15.720434 10.392141 9.653756 11.886860 9.914902
#> ind95 10.395047 10.942385 8.262133 8.847198 10.742854 10.213249
#> ind96 10.140202 12.376651 11.023144 8.836058 9.314963 7.511495
#> ind97 6.826914 10.548375 7.823361 7.038824 8.276825 13.318966
#> ind98 8.318946 9.825970 10.344477 9.863340 13.714161 10.454891
#> ind99 7.572130 11.315950 10.170696 7.276035 8.077354 11.197424
#> ind100 9.374098 12.014221 8.938861 10.579779 7.371919 10.006478
#> comp_id_141 comp_id_142 comp_id_143 comp_id_144 comp_id_145 comp_id_146
#> ind1 9.775060 7.825062 13.071847 NA NA NA
#> ind2 8.939937 7.607289 7.444527 10.332001 8.294495 8.248856
#> ind3 NA 14.426165 NA 9.884962 7.249838 9.728099
#> ind4 11.036629 9.827380 9.028521 10.025385 6.568339 13.214728
#> ind5 12.057467 10.490063 9.543058 8.822985 10.757118 9.908619
#> ind6 8.455621 14.538330 4.690883 9.772793 8.359757 9.931378
#> ind7 10.175238 9.854157 11.511725 11.331475 11.841896 9.680851
#> ind8 9.687894 7.966986 9.315349 10.374786 7.466767 10.883999
#> ind9 6.539640 9.358611 9.301454 7.952663 10.167133 7.621559
#> ind10 9.744812 7.307456 11.189955 10.974625 8.414172 9.988480
#> ind11 7.288618 12.624429 10.429838 8.197612 9.909612 8.644151
#> ind12 4.867591 9.715456 8.731784 11.684393 10.370012 11.444679
#> ind13 9.092671 10.986089 9.488107 9.728204 10.288562 8.951601
#> ind14 10.946048 12.131867 13.536574 7.404460 11.568569 12.708205
#> ind15 9.922229 11.890094 8.724631 12.342103 9.852880 9.419855
#> ind16 11.748850 8.335081 7.027854 11.211758 7.868507 12.023737
#> ind17 8.064000 9.717423 12.738021 9.246370 10.541220 11.493214
#> ind18 10.305092 11.913187 12.387034 11.458238 10.848907 10.173579
#> ind19 12.170600 11.059855 8.688637 10.932597 11.404614 10.284330
#> ind20 8.357020 14.668538 13.099836 10.934265 7.349945 14.197063
#> ind21 5.372160 10.148931 11.038267 10.713189 8.747757 10.210989
#> ind22 9.689327 9.778053 6.932722 7.755424 10.554981 8.656857
#> ind23 7.141575 12.427140 11.234325 10.653918 10.086914 9.839182
#> ind24 10.888875 9.578806 9.028849 9.554831 13.096211 9.885007
#> ind25 11.275990 11.480171 6.101701 11.327301 13.268836 10.425752
#> ind26 10.622192 7.973073 8.879184 11.279281 8.879635 11.620643
#> ind27 11.634495 9.166931 8.546372 7.190904 11.102276 10.613096
#> ind28 11.138887 7.960112 11.908255 9.734988 5.275664 8.937768
#> ind29 7.372233 10.101393 8.552799 9.098243 7.466704 10.232593
#> ind30 8.394066 9.546697 11.412577 9.507042 9.729343 11.191445
#> ind31 8.386118 9.255572 10.676308 8.379324 10.829294 6.436568
#> ind32 11.206995 8.803634 10.893193 6.638363 12.221893 10.557986
#> ind33 10.163194 10.107588 5.233217 6.563412 12.475113 8.151727
#> ind34 9.879321 14.176564 10.250541 11.227798 9.748248 11.667443
#> ind35 7.435870 10.610027 11.714998 12.652325 7.697573 9.238302
#> ind36 9.935525 8.537251 11.771057 12.651277 9.769881 10.312605
#> ind37 7.156445 15.680050 8.918675 8.270680 10.630433 10.796624
#> ind38 6.618854 8.901521 10.615483 7.683694 6.687834 6.739382
#> ind39 10.312118 10.644063 12.485791 10.313463 9.995449 11.701591
#> ind40 9.461978 7.929390 9.710159 10.532688 12.954198 8.812773
#> ind41 9.564471 12.306438 7.099262 11.739540 8.566848 12.237059
#> ind42 11.322807 9.052306 10.466691 7.543269 8.462909 9.981806
#> ind43 7.290788 7.107717 9.679801 12.505701 8.110533 9.406565
#> ind44 7.241451 8.880530 13.058811 9.672548 11.914040 10.864791
#> ind45 8.195789 11.666709 9.225836 10.440461 9.933354 8.081946
#> ind46 11.473757 9.123216 13.444305 7.823603 10.679297 9.754866
#> ind47 7.362680 9.292714 10.850727 10.467059 8.638962 6.216351
#> ind48 11.618256 8.705704 9.192484 11.367606 8.839113 9.700080
#> ind49 10.751385 9.460667 8.151243 8.044208 10.256791 9.881193
#> ind50 9.253068 8.687628 8.022539 9.379222 6.685682 10.754816
#> ind51 11.228520 10.830846 11.900788 9.190072 12.687042 9.923480
#> ind52 11.046745 10.572193 12.659870 7.658712 12.036502 8.996474
#> ind53 10.568571 10.208687 12.149200 10.249779 11.503146 10.928900
#> ind54 10.996538 7.236982 12.097012 8.002786 9.131002 3.430980
#> ind55 10.957639 9.302638 10.976096 12.207939 11.901774 11.489192
#> ind56 9.861963 6.357786 9.820843 11.626077 12.996640 6.138096
#> ind57 9.803040 11.784639 15.029382 10.855633 10.846672 11.775995
#> ind58 9.305649 11.317258 9.090567 13.283016 9.090457 9.150198
#> ind59 5.497917 9.546711 11.564952 11.337867 10.120768 10.003882
#> ind60 8.137587 11.092043 13.448048 11.703332 12.150207 10.878724
#> ind61 10.438851 8.474687 6.250993 9.294449 11.060272 6.648248
#> ind62 8.830767 9.566188 10.338367 8.021405 9.618179 9.911424
#> ind63 10.765451 11.991406 11.498819 8.577371 11.077494 6.517008
#> ind64 10.422657 11.630262 10.297197 4.888351 11.940692 12.952535
#> ind65 11.754766 6.647290 13.015804 7.515308 13.795630 7.107452
#> ind66 12.809213 9.954909 10.648017 12.749620 10.862336 9.296546
#> ind67 12.036142 10.296060 15.152306 7.985099 12.582132 10.635679
#> ind68 8.595916 9.063225 13.075150 10.643176 11.741412 10.653596
#> ind69 8.729458 9.148855 9.690706 9.037843 9.171866 10.346650
#> ind70 7.195855 9.283897 10.360634 13.748140 10.654143 9.695356
#> ind71 10.323407 8.377912 12.657093 9.894830 15.264451 9.723820
#> ind72 10.171578 10.483860 10.611797 8.944084 10.340268 8.956231
#> ind73 7.395886 9.561001 13.504578 13.181337 10.472276 7.460991
#> ind74 13.622367 10.567528 9.809956 7.808895 11.936212 8.150694
#> ind75 9.940942 6.802711 9.942182 15.477113 11.067439 9.436359
#> ind76 8.606084 8.683343 12.614484 7.950367 9.903998 9.994661
#> ind77 10.790059 8.518401 13.162950 9.964649 10.465800 8.877113
#> ind78 10.958462 12.186456 8.703052 7.648140 12.392080 9.872859
#> ind79 9.553649 9.363052 11.236232 11.335884 11.741181 8.562894
#> ind80 10.370753 8.801219 11.978344 11.558960 13.283831 10.665274
#> ind81 11.581070 13.684616 11.805767 9.058986 9.808781 8.336704
#> ind82 13.413620 7.487500 10.373637 6.825197 7.857669 3.469243
#> ind83 6.678643 8.642333 10.035663 8.993097 9.099231 14.309493
#> ind84 8.523341 16.026606 8.365698 9.679326 8.359716 10.460593
#> ind85 8.191365 10.182190 11.816124 12.173873 9.662426 13.759482
#> ind86 10.886593 10.651809 7.795814 11.870972 6.114174 15.121923
#> ind87 10.252663 6.716798 6.746393 11.999544 8.958529 9.822524
#> ind88 7.529777 11.777324 12.956693 13.801723 7.865475 10.744922
#> ind89 10.296321 9.388229 9.575197 7.590741 12.290485 9.439325
#> ind90 9.156411 11.067726 9.609562 11.976613 9.841509 11.194092
#> ind91 9.455677 10.595023 12.208180 8.679221 11.864731 7.289906
#> ind92 8.864662 7.246742 11.211678 14.551461 11.706682 9.158562
#> ind93 10.316057 10.188204 8.576324 11.488349 8.007418 10.158073
#> ind94 9.473189 9.984976 11.072001 8.470280 9.352164 6.261898
#> ind95 10.516061 7.874386 13.274320 11.506204 13.142316 11.674067
#> ind96 9.901993 8.895624 8.910559 8.510870 11.130253 9.307505
#> ind97 9.219675 12.897499 7.184084 11.733270 10.237884 11.635930
#> ind98 9.215774 12.528113 9.764862 9.208834 11.205837 9.608863
#> ind99 12.453325 11.543608 11.081052 5.971203 11.346226 9.928087
#> ind100 8.632899 11.788368 12.643360 10.905353 7.766434 11.662524
#> comp_id_147 comp_id_148 comp_id_149 comp_id_150 comp_id_151 comp_id_152
#> ind1 NA NA NA NA 10.741781 12.196919
#> ind2 8.354632 8.463967 5.290856 10.191696 12.598485 9.535226
#> ind3 7.968264 NA 4.764120 8.914866 8.189469 12.137913
#> ind4 7.266117 12.996935 9.941527 11.552139 15.079277 7.166030
#> ind5 9.819924 12.284323 10.221362 6.952641 8.748169 12.368814
#> ind6 8.266235 10.580790 5.445227 10.252753 8.354419 11.228175
#> ind7 11.506019 9.358219 7.652178 9.943575 11.900673 10.536628
#> ind8 12.001984 6.656406 11.470338 8.082905 6.898329 9.052870
#> ind9 14.768303 9.614171 9.090070 11.546976 11.114722 12.276608
#> ind10 13.508077 9.331841 5.761569 8.791362 9.553604 10.260378
#> ind11 10.965338 11.194796 8.234896 9.074509 10.921178 8.495259
#> ind12 7.878792 8.090826 7.947114 11.965474 10.821349 6.820094
#> ind13 8.910316 10.026529 11.352232 10.138452 8.460075 11.419132
#> ind14 10.936434 9.613095 13.301882 10.501506 11.216073 10.404692
#> ind15 9.960291 13.114628 8.514953 7.832422 6.265311 8.645523
#> ind16 11.173822 14.755671 11.185536 10.700862 11.503419 12.019271
#> ind17 12.942936 11.642667 8.616803 10.253510 11.623353 12.184056
#> ind18 9.576744 9.054435 8.137579 7.274496 11.146776 10.542592
#> ind19 11.906454 12.667761 10.671589 9.039010 12.575190 13.385725
#> ind20 11.111441 9.545749 12.023713 11.308088 7.515881 12.651448
#> ind21 10.735724 10.525292 8.475027 9.788626 10.639779 10.327746
#> ind22 7.295863 12.245465 11.229445 6.676576 8.255930 11.358503
#> ind23 5.916647 8.116064 13.776030 7.718132 10.362283 7.813485
#> ind24 8.232328 9.185622 11.546831 11.106435 11.673759 8.059668
#> ind25 10.267063 11.841378 8.599431 8.822893 9.777852 9.321889
#> ind26 5.710626 8.748720 13.422309 7.150640 10.207170 8.329121
#> ind27 10.480174 11.607385 9.309955 7.381272 9.620636 9.942131
#> ind28 12.205695 12.667860 11.015726 9.227112 11.765902 8.298904
#> ind29 12.511861 11.793515 10.136326 9.133201 8.024446 5.757638
#> ind30 11.688955 11.454400 9.734495 8.393047 10.634061 13.105158
#> ind31 7.390604 12.341029 8.743995 6.620021 9.403004 9.570059
#> ind32 9.347941 11.945861 11.960211 9.325976 10.197977 10.580831
#> ind33 8.284290 10.361173 8.338328 7.664156 11.943575 9.605479
#> ind34 10.318903 8.942678 4.868535 11.035991 10.234222 8.433695
#> ind35 12.490205 11.586874 11.272122 10.942754 10.916966 11.815130
#> ind36 11.124298 12.289764 7.272363 9.791270 8.007024 8.387413
#> ind37 11.414591 9.190883 8.954479 8.759576 5.814379 8.146050
#> ind38 9.728262 8.762040 11.911804 11.635640 8.027148 10.021890
#> ind39 11.480966 13.274238 5.272233 7.258666 10.871080 10.014874
#> ind40 10.063647 10.961587 10.654335 7.914816 11.894376 11.383334
#> ind41 10.191612 10.379116 10.861118 12.089180 12.384038 9.658657
#> ind42 9.227229 9.397497 7.660179 9.084316 13.365248 13.972709
#> ind43 12.395897 10.603701 9.406697 8.694062 9.745412 10.425517
#> ind44 13.994178 8.848056 8.435654 9.202054 6.649916 9.857734
#> ind45 12.560094 12.483963 7.853712 9.443933 9.798852 8.520693
#> ind46 16.365566 8.841025 4.336529 10.668406 10.863857 10.789500
#> ind47 10.452597 8.297676 10.255277 10.186304 8.135551 11.907039
#> ind48 8.850039 7.315412 12.976722 9.717525 11.650229 8.167734
#> ind49 10.224600 10.538839 7.973932 7.611130 9.843262 11.304035
#> ind50 10.435039 11.490910 8.210029 9.042362 9.957951 12.495550
#> ind51 9.834860 8.798446 12.015338 11.745483 5.764206 9.032872
#> ind52 11.449055 10.321952 7.448273 8.494571 13.881667 9.461915
#> ind53 11.425467 11.279855 11.596889 10.623493 10.627663 11.884678
#> ind54 11.272814 12.446172 9.928207 10.668127 9.137309 14.011024
#> ind55 9.511667 10.350601 13.345101 7.776428 10.569897 9.111052
#> ind56 14.124143 12.273445 9.228760 12.112501 9.209962 9.884080
#> ind57 11.444223 11.727204 11.773939 9.057537 10.307134 12.871243
#> ind58 10.622469 6.328340 13.276780 11.708594 11.422202 10.112323
#> ind59 8.064024 9.791146 8.786141 9.329005 8.647113 15.231443
#> ind60 13.327242 11.519463 10.486016 8.407002 11.620258 13.494730
#> ind61 8.623811 9.764811 9.922852 10.130647 11.103514 12.167120
#> ind62 10.394807 11.192343 12.000557 7.369130 7.907082 8.144211
#> ind63 10.424622 9.815554 8.483994 10.183005 11.640775 12.897903
#> ind64 11.581870 7.579024 11.719946 9.236083 8.642653 9.487548
#> ind65 8.639661 11.002234 9.699457 11.649579 9.334413 5.548730
#> ind66 9.828692 12.604658 10.640660 6.232793 11.560720 11.618454
#> ind67 12.551966 10.520273 11.006166 10.679739 9.676939 11.339540
#> ind68 7.426206 10.649073 9.192801 9.387912 4.969285 7.777136
#> ind69 9.389122 8.778621 7.037687 9.948161 6.560049 12.306966
#> ind70 12.098542 9.379817 10.017550 8.509449 11.287919 9.871423
#> ind71 8.248338 11.197685 11.366464 10.215713 11.502387 11.400419
#> ind72 8.265164 10.359404 13.820012 9.367634 12.416964 10.414620
#> ind73 11.403722 8.627740 8.765094 11.980575 7.878267 12.079299
#> ind74 9.187908 11.601630 7.281735 6.793049 8.922071 8.352860
#> ind75 11.285913 12.447913 9.731974 7.875852 6.424731 11.596827
#> ind76 11.122333 7.472657 10.423188 5.846551 10.557862 14.221924
#> ind77 8.642284 10.030764 11.034439 10.570701 7.624054 10.642251
#> ind78 10.781699 6.032317 9.034204 9.685950 12.355651 9.282370
#> ind79 13.137345 8.100823 8.974973 12.417432 8.962156 10.963569
#> ind80 11.180247 11.353424 9.629819 11.846776 11.054996 12.610537
#> ind81 11.304438 8.595935 10.524550 11.134178 8.920854 11.964055
#> ind82 11.453751 13.040804 10.826957 9.719136 12.803766 15.420562
#> ind83 8.214548 9.007547 11.062433 12.487061 11.052391 11.357873
#> ind84 5.835305 10.343471 10.672947 8.312617 10.066696 10.364825
#> ind85 12.405460 10.651269 11.099328 12.488484 8.161113 11.644693
#> ind86 11.152043 9.348761 10.986728 7.469848 9.565346 9.616777
#> ind87 11.820044 6.398684 8.510177 13.397849 10.700973 13.091589
#> ind88 13.264211 10.690802 9.627358 9.135006 9.748844 12.588438
#> ind89 10.044928 12.270374 5.830780 10.275021 8.362684 8.413848
#> ind90 11.298435 11.059627 10.830433 6.789989 9.610969 12.211415
#> ind91 7.435374 7.965570 12.587235 9.334105 10.703950 10.327245
#> ind92 10.349804 12.934353 11.294161 10.098131 6.301192 10.424159
#> ind93 12.211533 10.859899 9.450455 6.557667 8.686018 12.951168
#> ind94 9.020854 8.053686 12.963004 10.765047 11.616911 10.701493
#> ind95 7.765905 9.536821 11.185307 11.014871 9.053873 10.104506
#> ind96 10.886475 10.355982 9.033935 10.876785 13.910280 11.174928
#> ind97 12.236651 8.357840 12.242602 9.484628 6.775537 9.494169
#> ind98 8.433557 8.875686 4.850067 6.805987 12.417446 9.728935
#> ind99 10.835511 9.177379 10.010980 10.674659 9.498535 9.040770
#> ind100 10.721175 10.025498 12.069393 10.413626 9.438867 11.132550
#> comp_id_153 comp_id_154 comp_id_155 comp_id_156 comp_id_157 comp_id_158
#> ind1 7.353454 13.484883 7.466087 12.164761 11.559900 10.327821
#> ind2 NA 10.180647 8.557558 9.228136 10.687099 13.025580
#> ind3 10.732896 NA 11.923730 NA 7.760537 9.107520
#> ind4 11.246091 9.296217 8.362712 8.806891 9.120761 10.699729
#> ind5 4.343252 8.007990 10.302923 12.047970 10.514005 10.816141
#> ind6 9.518836 12.085021 10.603301 10.376792 8.039882 9.420321
#> ind7 9.440302 12.004848 10.749096 9.308193 10.009264 10.402217
#> ind8 10.749685 9.791692 13.423895 12.852670 9.147811 11.861765
#> ind9 12.857864 10.819621 12.466854 11.268541 6.531393 9.532365
#> ind10 9.191044 10.916818 11.013031 10.742341 11.523138 8.012183
#> ind11 11.420273 11.072451 11.266775 8.597999 10.768199 11.652790
#> ind12 7.754954 10.249605 9.182787 10.108674 14.672171 10.792512
#> ind13 9.753819 10.020996 8.554918 8.060267 9.938867 10.907715
#> ind14 7.679039 7.400146 9.546353 14.268396 10.600588 10.298819
#> ind15 8.739899 10.735966 12.517223 12.748912 13.290159 9.905482
#> ind16 9.986566 7.537822 8.778393 9.855529 12.268389 9.333728
#> ind17 9.394428 10.198856 10.041125 10.232396 14.198166 14.769709
#> ind18 9.256571 10.586450 11.016821 11.226303 9.309916 8.683673
#> ind19 6.796730 9.850527 10.613512 11.177653 13.529756 8.088445
#> ind20 5.968717 10.007442 12.328177 11.700672 7.537454 5.557418
#> ind21 10.471651 8.707209 8.954125 8.460462 6.769293 7.310563
#> ind22 9.144369 10.754934 10.084486 12.427858 7.003461 9.479820
#> ind23 11.307883 8.923921 11.780397 7.937799 10.866307 10.906669
#> ind24 8.824061 9.302318 9.905490 10.559871 10.032775 9.000088
#> ind25 9.695808 11.193822 7.719580 10.540338 12.849981 9.353141
#> ind26 8.107020 9.374183 9.016637 11.780348 5.432980 11.776574
#> ind27 13.325480 9.841311 5.446163 12.409992 12.109777 11.578534
#> ind28 12.329188 9.088407 11.518088 9.059839 13.616622 11.982713
#> ind29 12.485521 12.037802 11.178052 8.618864 12.536646 10.202618
#> ind30 8.846564 11.000077 8.255974 9.280792 12.176546 11.852449
#> ind31 12.352179 8.466048 9.882174 11.602922 10.992478 12.598525
#> ind32 6.857062 12.055181 11.940034 11.923842 11.422678 9.000733
#> ind33 9.270347 9.535886 7.963276 10.105780 12.313845 11.483007
#> ind34 11.036521 9.571257 10.543259 11.452264 12.825358 10.952972
#> ind35 10.816777 9.935725 10.315524 10.338754 8.018679 9.571473
#> ind36 8.552265 11.124991 13.742714 13.047466 13.580610 11.642771
#> ind37 7.952008 10.706683 7.929483 12.055315 6.950730 9.585171
#> ind38 10.810166 11.092779 9.608351 9.500494 9.671209 11.359283
#> ind39 9.427592 9.927075 9.630982 10.019577 12.432488 11.184773
#> ind40 6.547502 8.917033 9.295932 10.482639 6.370567 7.040323
#> ind41 8.410803 8.214429 11.427117 8.724642 11.222656 10.960714
#> ind42 8.731006 10.029190 9.736957 12.322401 12.426518 11.881857
#> ind43 8.059591 10.383237 7.640094 10.521019 9.298011 10.205198
#> ind44 9.503192 7.280448 10.267983 13.431305 11.644394 12.038309
#> ind45 9.687617 11.257632 9.862540 8.429604 10.188053 10.996866
#> ind46 11.185442 6.415165 9.012076 10.487948 12.912601 12.344600
#> ind47 12.923467 8.825363 11.503347 10.714843 9.972191 14.027099
#> ind48 6.888455 8.221963 8.985861 9.788116 11.144040 8.225394
#> ind49 10.532275 10.761835 7.503191 10.294119 12.831591 8.908767
#> ind50 8.933305 11.115324 11.264808 10.002524 10.549668 8.158677
#> ind51 11.569255 9.271938 11.457124 11.031504 10.880530 14.684010
#> ind52 5.361341 8.211540 11.181838 12.386328 6.864114 9.387519
#> ind53 12.360519 9.852391 8.136403 7.385568 7.383153 12.134685
#> ind54 11.253531 11.362452 12.306378 11.120576 10.837036 10.816921
#> ind55 10.896692 6.673565 9.436305 7.825429 8.184104 8.503055
#> ind56 8.803867 12.018604 9.545923 12.184016 9.794051 10.895609
#> ind57 10.863485 6.454400 6.966007 9.660021 7.722672 13.813893
#> ind58 12.165454 9.179290 9.151583 10.544576 8.321634 6.315091
#> ind59 10.015262 10.028653 8.566896 11.847797 6.261276 11.130949
#> ind60 9.378984 9.804001 8.369580 9.697673 8.987955 12.951649
#> ind61 10.332424 12.862002 12.287165 9.919931 7.688630 10.830215
#> ind62 9.684926 7.086588 8.874067 11.479372 9.979061 10.542708
#> ind63 10.516295 7.553774 10.805155 10.997441 8.527551 12.618140
#> ind64 6.906359 6.966268 10.676865 9.000938 7.347704 8.695641
#> ind65 12.078716 12.244335 9.001746 6.186585 11.487084 11.266965
#> ind66 8.829598 8.399788 9.250612 9.670128 7.280122 8.445942
#> ind67 9.189565 12.740996 7.342875 12.131422 9.372430 9.908528
#> ind68 12.332196 10.719179 8.705169 10.774054 11.585322 12.095365
#> ind69 8.524327 8.727364 9.580465 11.352124 10.005378 11.431969
#> ind70 10.249517 8.851101 10.354803 10.192820 11.634817 10.887425
#> ind71 11.551878 8.663201 9.826536 10.364706 7.852541 8.939514
#> ind72 11.663804 11.101923 12.691829 12.242449 8.411281 8.412127
#> ind73 11.308598 9.321449 10.383114 11.993052 8.018455 10.809464
#> ind74 12.049597 9.866385 10.453900 8.726210 11.506864 11.075583
#> ind75 12.425883 10.159140 7.973374 11.466332 9.020933 10.528142
#> ind76 13.528096 8.851943 8.478639 12.575800 8.609092 14.519527
#> ind77 8.896750 10.935529 7.437634 9.105276 8.869175 8.177974
#> ind78 10.632702 10.721385 10.000626 10.187677 12.641982 11.373789
#> ind79 11.274690 8.275223 7.835797 11.073817 12.430886 12.977541
#> ind80 11.099620 9.955365 9.810863 7.447775 7.250129 12.781710
#> ind81 10.985158 6.657884 13.661723 9.048910 9.403843 8.347318
#> ind82 12.163770 11.923771 9.857329 10.384605 11.328452 10.663570
#> ind83 9.760786 10.695202 11.110814 10.925610 12.910247 10.683026
#> ind84 9.671392 9.847519 7.585053 10.344210 14.244238 11.286001
#> ind85 9.277229 8.188289 8.041301 12.172686 8.849648 11.166105
#> ind86 7.980768 6.289344 12.722814 9.568773 12.466559 11.779324
#> ind87 8.785644 8.328442 9.080213 7.681928 14.256321 10.583420
#> ind88 9.738046 9.352846 5.617555 9.508341 7.482777 11.677427
#> ind89 12.031083 10.975463 7.794970 8.449993 7.652157 8.959869
#> ind90 10.397101 4.490865 10.253978 11.419305 2.999032 11.634520
#> ind91 13.001176 9.786220 11.130840 12.906066 10.138980 7.264160
#> ind92 12.417711 9.609947 9.089611 10.022341 7.478538 10.819488
#> ind93 9.530762 6.917412 7.928617 9.087170 10.555008 11.286662
#> ind94 12.236574 9.449015 12.049385 12.249318 7.862981 8.075116
#> ind95 10.140118 9.606358 5.920065 10.258240 10.513006 11.172103
#> ind96 12.014305 9.410862 11.173859 8.984762 13.443348 11.101388
#> ind97 10.215071 9.531638 10.881750 8.865659 16.604180 8.840704
#> ind98 11.622145 11.655057 4.595013 7.552783 10.821960 11.722269
#> ind99 9.160324 10.091673 9.518547 12.355670 10.118156 11.663152
#> ind100 5.711162 9.442856 8.183930 10.449319 9.802926 10.508931
#> comp_id_159 comp_id_160 comp_id_161 comp_id_162 comp_id_163 comp_id_164
#> ind1 10.116371 9.104587 3.828781 6.523017 11.721815 7.851560
#> ind2 6.904313 NA NA NA 11.134324 11.554443
#> ind3 13.249890 12.320507 12.579405 11.495951 7.318073 11.444197
#> ind4 6.705120 11.606656 9.074742 8.983945 14.575583 11.578097
#> ind5 6.753273 8.467957 7.492519 9.632315 9.792311 9.444942
#> ind6 13.253311 13.542516 12.081955 10.852236 9.715746 10.582253
#> ind7 10.026708 9.841895 9.860524 9.618772 6.265834 11.577476
#> ind8 11.193052 9.454240 7.482145 10.069100 12.202676 10.855462
#> ind9 10.968092 8.515461 12.261707 11.693623 7.087558 9.583785
#> ind10 12.685403 9.380776 10.231370 9.027614 9.936113 12.038575
#> ind11 10.315993 10.177763 9.845801 9.312671 8.824354 10.690536
#> ind12 13.348834 11.026621 12.493462 8.490191 10.634454 8.778205
#> ind13 10.884235 9.212219 13.637679 7.514601 7.918329 11.889187
#> ind14 4.240562 8.269015 7.019085 11.371941 10.959334 11.444246
#> ind15 9.327391 13.094581 10.432397 8.565917 9.820592 10.893492
#> ind16 10.244897 14.460350 10.654921 11.210570 11.361501 8.444748
#> ind17 8.610140 12.874375 7.503304 7.723139 10.273956 9.621660
#> ind18 8.783730 8.001812 10.081535 8.845444 10.090425 11.261950
#> ind19 7.980733 10.207198 8.307367 8.687247 14.862616 8.756727
#> ind20 12.190500 13.362894 13.176331 9.367536 12.248412 10.462179
#> ind21 7.100621 7.197760 14.570381 10.884484 8.623950 5.160410
#> ind22 7.878576 8.919195 6.159221 9.508485 12.485845 8.776799
#> ind23 4.477736 10.196244 8.703851 16.096075 9.368987 12.031827
#> ind24 6.274069 11.509082 8.772215 15.244402 10.019365 10.198187
#> ind25 8.970379 10.746266 9.764112 8.439265 10.582129 10.049126
#> ind26 5.891447 12.746669 8.040664 12.999494 13.596535 11.425841
#> ind27 10.187819 9.579681 9.588030 8.614021 9.141303 9.732935
#> ind28 6.981307 10.378656 11.923104 12.656668 7.710259 9.344279
#> ind29 7.866256 13.043840 9.816738 14.731935 10.992635 6.857988
#> ind30 9.639978 12.754399 11.047268 9.800474 8.176650 9.460076
#> ind31 8.969954 8.396579 12.045649 6.424042 9.646269 7.982946
#> ind32 10.343263 8.904778 5.915044 9.793192 10.243143 6.694444
#> ind33 10.901003 12.659500 11.481900 8.249411 11.842087 10.763655
#> ind34 10.864497 11.382691 10.748135 9.493569 5.015958 8.922312
#> ind35 7.334500 7.838570 9.564306 11.269471 8.375871 9.906014
#> ind36 7.363326 10.365123 9.453887 9.802926 12.253220 9.635862
#> ind37 7.946122 10.767479 10.789146 8.647106 9.489147 7.258517
#> ind38 9.449972 9.497485 10.945882 11.493295 11.326083 6.152257
#> ind39 7.838525 9.202051 12.972385 9.716430 9.799431 10.042314
#> ind40 9.146696 8.139939 11.642684 9.540553 11.021846 7.470045
#> ind41 8.566553 11.711757 6.222016 8.229567 9.968763 11.238219
#> ind42 6.774371 8.466443 13.193033 9.461965 10.384681 12.588147
#> ind43 8.082760 3.254382 12.739934 7.696122 12.185183 10.195068
#> ind44 11.637342 8.370852 10.098301 6.267309 8.255710 7.589971
#> ind45 11.216879 9.627393 9.028973 9.696033 8.958793 10.059002
#> ind46 7.537617 10.385855 7.996984 11.134151 9.187851 7.668229
#> ind47 12.116573 8.636766 10.096573 10.423676 10.755517 7.776880
#> ind48 8.094282 8.101954 11.110747 12.449790 13.580635 7.376017
#> ind49 6.112884 11.428470 8.582427 12.547637 9.596214 7.563324
#> ind50 8.857370 7.937208 12.378103 9.279159 10.843475 8.606086
#> ind51 5.682826 9.913661 7.271632 8.799396 10.849672 8.480066
#> ind52 5.819698 9.428606 9.716375 10.264603 5.405075 6.515580
#> ind53 9.133631 13.685588 9.571816 9.026460 11.342437 7.367462
#> ind54 9.516700 9.179608 9.041922 8.150385 10.520078 10.433543
#> ind55 10.383540 11.386005 12.868790 9.488868 5.880032 12.623787
#> ind56 9.471623 9.448885 5.432989 7.762394 7.254644 12.228573
#> ind57 8.720392 6.438805 10.562984 9.974316 7.071740 11.813529
#> ind58 10.917644 11.388641 6.747370 11.151765 8.263820 9.428012
#> ind59 8.825454 5.098029 11.470421 7.587026 6.330132 10.402814
#> ind60 8.356305 7.607649 11.178736 6.906148 10.566911 11.352984
#> ind61 8.058862 9.884457 7.094026 9.837081 11.339950 8.814906
#> ind62 10.758435 10.218914 10.246315 11.516201 9.629415 8.372447
#> ind63 8.272036 7.379310 8.708014 7.232148 8.619999 7.508914
#> ind64 8.191663 10.501035 7.875178 9.029815 10.201510 10.437132
#> ind65 12.365131 9.936480 10.484408 8.640180 10.974068 10.191360
#> ind66 7.204555 7.102125 8.004229 8.798174 7.269257 9.762852
#> ind67 12.695755 9.362579 14.790400 9.049881 8.067765 9.081519
#> ind68 12.557491 9.260568 9.737480 8.880666 7.573556 10.347502
#> ind69 9.259995 9.357790 8.970316 9.679092 9.249329 8.418156
#> ind70 10.858405 10.354094 5.044886 7.474980 9.096579 12.497806
#> ind71 11.326319 6.029969 12.124122 8.454769 4.323897 13.098060
#> ind72 10.651666 7.456726 10.774468 9.728437 7.647224 8.946784
#> ind73 6.843572 7.587976 7.819247 8.491711 8.848795 11.231270
#> ind74 10.887642 9.352403 9.429837 12.149449 9.221325 10.230954
#> ind75 10.124622 8.811355 5.612931 7.502841 4.911224 9.445065
#> ind76 10.446199 6.923544 7.220243 10.989504 7.577357 7.228744
#> ind77 10.801900 7.483338 11.568693 7.500869 7.418310 8.581755
#> ind78 10.967017 7.392898 7.335746 7.312358 10.754419 8.723344
#> ind79 10.671411 10.276948 10.151767 7.808281 6.639183 9.941980
#> ind80 8.832096 10.693809 10.096637 11.596398 12.103794 8.598182
#> ind81 9.882671 8.802010 11.051812 9.177313 12.467208 9.306472
#> ind82 11.955663 9.820780 12.744954 11.218543 10.012456 8.663623
#> ind83 12.383185 11.487093 12.860445 11.729398 10.475543 5.635057
#> ind84 11.685134 12.146424 8.324245 13.523087 13.376615 10.144130
#> ind85 3.865802 7.573412 12.075077 8.605203 8.672358 8.777618
#> ind86 10.562112 11.138761 9.139352 5.877510 9.114868 9.775022
#> ind87 8.919863 9.823071 5.201858 7.499972 11.282907 11.484207
#> ind88 8.397893 7.616373 9.858056 6.331410 8.370822 12.822616
#> ind89 9.176331 7.125809 9.240692 8.166553 9.845514 10.078888
#> ind90 8.382833 8.748896 8.784515 5.238187 7.188436 9.938548
#> ind91 11.013253 6.487062 13.309768 12.586731 9.338300 9.454449
#> ind92 10.594234 8.690727 6.604880 7.391440 5.826602 10.256608
#> ind93 11.613264 9.320143 10.857725 7.857237 8.580105 12.162526
#> ind94 9.230328 8.511057 11.815060 7.700953 5.259882 9.836630
#> ind95 11.091495 10.619210 11.361186 7.353486 6.623137 8.134866
#> ind96 8.908286 10.333373 7.364137 12.468575 12.693259 12.404334
#> ind97 8.717810 8.264416 8.557857 6.166749 11.158385 13.889122
#> ind98 10.008365 9.311933 6.597046 13.234403 6.911646 11.224588
#> ind99 12.571695 9.105212 12.213865 10.568345 11.175651 8.844247
#> ind100 4.335414 9.002951 10.253890 8.313042 5.990040 8.271551
#> comp_id_165 comp_id_166 comp_id_167 comp_id_168 comp_id_169 comp_id_170
#> ind1 10.791218 4.823940 11.314906 6.381309 11.856563 7.939067
#> ind2 11.581905 NA 6.539233 NA 8.839445 7.703327
#> ind3 14.412413 9.435604 6.745293 8.540220 7.453198 12.551088
#> ind4 11.664581 9.999365 10.440381 12.376088 13.970622 9.883484
#> ind5 9.861542 7.819084 8.578880 11.259209 9.308832 8.868096
#> ind6 13.260646 9.525459 6.914503 10.462990 7.129510 12.011929
#> ind7 7.119100 6.899151 10.440193 7.354068 9.757490 8.031807
#> ind8 12.816958 9.910437 9.790308 9.100216 10.709363 10.659159
#> ind9 9.201414 10.240056 7.567133 7.037022 10.585431 10.174384
#> ind10 3.454893 7.311045 7.488250 9.265483 8.451091 10.185746
#> ind11 10.130159 11.795372 10.806840 12.561459 9.437237 9.769219
#> ind12 9.950387 11.591534 10.615058 7.300009 6.768154 11.957579
#> ind13 8.268959 9.892608 12.517958 5.449036 11.040300 11.648972
#> ind14 8.567467 9.527076 8.835612 10.329201 10.413218 12.192046
#> ind15 8.231783 9.543907 14.710040 6.219116 6.839867 14.416790
#> ind16 7.917719 9.687639 10.752182 9.331498 9.140178 11.088360
#> ind17 8.987326 8.487131 12.626825 11.527316 8.918253 9.910121
#> ind18 12.435575 7.748060 14.285076 10.406065 11.811881 8.070608
#> ind19 7.886894 7.560238 11.095166 7.924531 8.283062 6.917096
#> ind20 9.491694 8.572891 6.665625 10.347239 8.905438 7.526236
#> ind21 10.840319 9.088938 9.519720 10.268733 7.153406 11.119606
#> ind22 12.112018 8.412927 8.611304 16.039299 8.636936 6.759116
#> ind23 13.066533 11.001522 10.788092 8.106318 8.546090 9.054195
#> ind24 9.163944 7.802663 7.229638 13.198857 6.415851 9.053490
#> ind25 9.479495 9.723459 10.924191 13.131215 8.913611 9.568199
#> ind26 9.109325 9.797809 9.423972 11.094476 11.210289 6.438825
#> ind27 11.915645 9.048034 12.165467 10.500867 9.128424 11.273103
#> ind28 6.853366 8.923045 8.475510 10.094994 6.737584 9.680971
#> ind29 9.504866 9.421311 8.243524 12.779794 9.117805 7.708491
#> ind30 8.081925 9.165987 13.918302 10.295133 6.987362 7.639846
#> ind31 12.572201 10.103127 7.399847 7.583216 10.575791 9.844271
#> ind32 10.088998 3.997300 11.937679 8.962972 10.858851 8.709219
#> ind33 9.474000 7.164544 9.214379 8.715951 10.911779 12.902864
#> ind34 8.897813 8.226750 9.488506 7.881822 9.279496 14.281890
#> ind35 7.894029 11.366023 8.978310 7.289469 7.311796 10.494952
#> ind36 7.843430 7.352852 12.678818 9.673817 8.537623 6.337246
#> ind37 13.038540 8.786785 13.294778 14.736559 10.887885 8.471883
#> ind38 10.995748 11.154247 12.379112 7.439282 12.540838 8.710902
#> ind39 8.020286 8.247521 9.552037 7.982460 8.380434 10.035784
#> ind40 9.900771 6.997611 9.736429 11.306212 12.523998 9.978214
#> ind41 13.364350 6.730668 12.314063 12.386537 12.125202 7.730589
#> ind42 6.639361 7.384534 12.510885 8.961472 8.637754 11.637622
#> ind43 10.402416 11.271844 9.210013 8.263896 7.257794 13.615443
#> ind44 5.123064 12.182275 10.779297 9.854404 9.620773 7.069861
#> ind45 8.400240 10.710484 9.867213 13.038461 7.282312 9.046620
#> ind46 7.566109 11.090773 10.648397 14.080802 10.561085 9.729754
#> ind47 11.358482 10.235969 8.687692 6.886426 10.798778 6.747527
#> ind48 5.693527 9.159529 12.473283 10.231541 10.973378 7.217936
#> ind49 8.723801 9.789983 9.090293 12.141798 9.326055 6.313880
#> ind50 10.202477 10.142311 7.154227 9.733039 8.158536 7.830756
#> ind51 8.159869 8.601284 6.337379 6.424496 9.164252 10.126553
#> ind52 7.788695 12.891218 9.628175 10.687283 7.946240 9.173979
#> ind53 4.362405 9.186299 9.428195 9.711266 10.322695 6.721342
#> ind54 12.581978 10.055228 11.438514 11.142053 9.597804 8.329017
#> ind55 11.744303 10.558182 8.082416 9.812854 9.977477 12.967117
#> ind56 10.905042 15.189662 11.846587 11.717064 11.823443 6.999562
#> ind57 12.357049 9.346916 10.679443 10.428425 11.227371 8.451826
#> ind58 12.677137 8.765057 9.095311 12.401743 10.616695 7.584320
#> ind59 10.269120 11.203569 10.063991 9.124439 11.301139 7.204758
#> ind60 10.737989 11.397588 12.559235 8.439180 9.062161 8.969281
#> ind61 7.634477 10.727335 16.796555 9.950915 7.382178 7.483830
#> ind62 14.842796 11.395775 11.763591 10.806660 13.927980 6.694419
#> ind63 8.998016 7.974512 12.034385 9.255727 9.105462 9.750342
#> ind64 9.079418 9.167406 7.906656 9.948879 10.302964 7.823228
#> ind65 8.121114 10.279438 9.995986 10.596575 10.149625 10.675054
#> ind66 8.198243 9.644872 11.135437 8.333292 7.385322 8.545921
#> ind67 12.965953 10.147352 14.998573 10.929048 8.731818 11.420962
#> ind68 9.784423 8.762944 10.126585 10.233821 9.110830 7.795382
#> ind69 12.427877 9.215268 15.069761 10.417480 11.281478 8.238919
#> ind70 8.619049 11.350198 9.952492 9.955496 12.436987 9.828934
#> ind71 12.062850 10.421442 7.263794 12.496922 10.736770 11.833112
#> ind72 12.506135 7.580257 11.687907 16.134142 11.059746 11.093524
#> ind73 8.951919 12.890352 9.652175 8.332181 10.258049 5.843327
#> ind74 7.066425 9.393714 12.128500 9.074373 7.185832 10.169260
#> ind75 9.239116 10.197510 4.753932 12.604413 12.793806 6.795009
#> ind76 9.207960 12.389516 10.325948 8.528632 12.153275 6.996663
#> ind77 7.693267 13.792037 10.763451 10.285914 11.380584 9.567541
#> ind78 9.028710 12.885477 10.406165 8.859034 12.000577 8.071160
#> ind79 12.464497 7.799486 7.228378 11.075620 9.972426 10.550972
#> ind80 6.625624 9.434837 8.462605 7.678090 11.828236 7.935933
#> ind81 9.518354 9.345423 11.128184 10.000303 10.845904 9.357984
#> ind82 13.380759 8.707459 10.317722 8.806988 9.436318 10.178386
#> ind83 8.943501 10.197290 12.152064 8.888300 10.775707 10.465412
#> ind84 7.439773 7.568601 10.266092 9.383406 11.160545 13.779570
#> ind85 12.210881 8.905428 7.351835 7.528972 9.781184 9.772036
#> ind86 10.581742 8.848010 8.819636 9.049603 11.553040 9.975232
#> ind87 11.051909 10.595088 8.994985 10.556038 11.771668 11.836919
#> ind88 9.580289 11.171236 11.521128 9.401339 8.323094 10.375455
#> ind89 8.951176 8.914374 10.627858 11.056770 8.186028 7.246564
#> ind90 8.694226 9.643350 9.872035 10.885509 8.940851 8.976258
#> ind91 12.208685 8.174365 9.778002 14.329981 11.713850 10.162201
#> ind92 10.257280 10.745991 7.574590 14.576472 12.452451 8.002485
#> ind93 9.477309 10.018835 14.797714 6.170605 10.621833 8.064772
#> ind94 13.932901 9.674974 14.289054 14.873659 10.916987 6.984652
#> ind95 9.672563 11.059624 6.151678 8.639606 7.466430 11.117421
#> ind96 11.918287 10.789136 11.076615 5.732003 12.210304 8.664689
#> ind97 8.015537 11.474154 12.285025 7.590018 14.765803 8.898439
#> ind98 12.695318 11.195444 8.779098 10.052433 7.487379 5.426506
#> ind99 11.648566 8.070706 12.039271 12.408966 10.094023 10.917554
#> ind100 9.547919 8.523860 7.232769 9.897632 6.818484 9.236310
#> comp_id_171 comp_id_172 comp_id_173 comp_id_174 comp_id_175 comp_id_176
#> ind1 11.346383 9.773500 11.123118 NA 11.286307 6.213029
#> ind2 11.725843 10.630186 5.735894 11.787696 12.039947 10.577493
#> ind3 12.855369 11.403636 11.293003 12.217243 9.894962 NA
#> ind4 13.079769 13.376626 10.254522 8.789579 11.295655 12.610557
#> ind5 10.736159 11.839706 9.377235 12.980573 14.980611 11.822848
#> ind6 12.979654 10.239097 9.955633 11.805080 10.677581 11.784181
#> ind7 11.997732 15.301028 10.896057 10.023055 12.622444 9.052869
#> ind8 10.796145 15.550272 14.927764 9.574596 11.534288 16.304295
#> ind9 11.252870 11.012595 10.913899 10.357153 13.377306 8.301386
#> ind10 11.369430 13.131946 8.609507 8.345721 11.835124 13.603570
#> ind11 8.009522 11.406472 12.098411 11.630038 13.485125 15.400408
#> ind12 8.822804 9.610365 11.688059 11.363364 10.985373 9.783393
#> ind13 9.795927 10.601748 11.350950 10.422035 10.608412 11.173845
#> ind14 9.804854 9.793524 12.422018 9.763991 14.039844 12.259253
#> ind15 9.653953 12.146441 9.905847 9.474272 14.461305 11.938714
#> ind16 10.870393 10.701090 11.890841 11.051616 12.025775 14.203408
#> ind17 10.430339 7.802625 12.790806 11.906162 12.416173 11.697113
#> ind18 10.417294 10.022881 10.959538 13.952708 9.608233 11.100395
#> ind19 10.403755 10.147322 13.657455 9.734165 13.116952 12.803898
#> ind20 9.738433 8.405783 10.009595 11.276531 11.247510 15.016828
#> ind21 10.460436 12.163936 15.815426 11.980087 7.732636 11.594885
#> ind22 8.104178 11.594124 13.165122 7.683041 11.354344 8.887173
#> ind23 11.429399 13.528419 13.299165 9.703557 10.940371 12.257100
#> ind24 9.331518 12.002071 12.473733 11.133345 11.411405 8.063821
#> ind25 6.987129 9.653056 11.247622 8.981702 14.173242 10.296000
#> ind26 9.376994 11.270409 13.324220 9.001920 9.204681 9.644043
#> ind27 7.125127 9.574405 10.044715 11.523236 13.634770 11.150858
#> ind28 9.716029 12.644701 10.503979 10.761332 13.591053 9.691297
#> ind29 10.226726 11.235578 12.886035 9.459199 11.250498 12.170126
#> ind30 12.173827 7.966558 14.033886 8.264961 14.461590 12.392847
#> ind31 9.129773 9.652598 7.388148 9.732980 14.869513 13.212966
#> ind32 10.452003 7.505072 11.081322 9.727846 12.524922 7.448537
#> ind33 10.817642 9.444693 9.840730 12.085039 10.743031 8.332951
#> ind34 8.938465 12.474361 11.095929 8.466117 10.947755 13.481765
#> ind35 8.178917 13.693626 11.188954 11.238922 11.743242 12.511809
#> ind36 8.643751 10.452700 11.970181 9.762225 15.469546 10.584915
#> ind37 6.890352 7.154585 15.549506 11.619174 10.539320 12.002406
#> ind38 10.457396 12.627706 12.070289 11.153349 14.482874 12.631439
#> ind39 9.019173 10.699811 11.947047 11.823180 12.092258 9.997884
#> ind40 12.675631 11.614886 9.517834 10.725141 13.534028 13.465584
#> ind41 10.917377 13.051591 12.015554 11.742423 9.593343 13.003745
#> ind42 11.505292 13.165652 13.087762 13.010955 11.797220 14.940235
#> ind43 7.098313 11.577396 12.888974 9.053654 6.682857 11.560769
#> ind44 8.377286 7.518905 12.428169 12.400059 11.685812 11.187330
#> ind45 7.559100 11.820111 12.701795 9.040673 11.754079 14.496032
#> ind46 11.274896 12.475191 10.697077 10.459010 11.121005 8.826482
#> ind47 13.627990 11.603605 10.710666 10.124644 12.190124 11.634630
#> ind48 8.270587 12.346229 11.798813 7.462904 11.113029 10.728886
#> ind49 9.193426 10.690848 8.084765 8.175625 10.653437 8.052437
#> ind50 7.711548 8.870269 10.742041 12.151773 10.714218 12.700088
#> ind51 9.201144 7.649462 13.175815 9.413623 8.772402 12.698501
#> ind52 10.940369 10.548404 15.786053 8.388969 12.791426 11.224751
#> ind53 11.303780 8.821432 10.797723 7.929111 7.939694 8.320418
#> ind54 7.946019 16.048735 13.022764 11.426239 10.690570 10.311407
#> ind55 15.602367 13.872984 7.596521 9.921235 14.047644 10.860520
#> ind56 8.956897 7.918007 12.291291 13.191600 10.083186 13.224431
#> ind57 9.633860 16.951218 12.687623 10.029737 12.927802 11.741086
#> ind58 13.651401 11.784566 10.607687 10.250865 12.194739 13.768026
#> ind59 10.624017 8.379708 11.570715 10.335204 9.743734 13.685942
#> ind60 7.956999 15.303310 15.671894 8.801956 10.884877 9.190820
#> ind61 8.993310 14.282055 11.942947 12.791700 11.163932 13.015851
#> ind62 11.536251 18.096486 11.277919 12.523008 14.441589 14.634533
#> ind63 9.355739 12.437232 13.719467 9.260564 10.190439 11.072623
#> ind64 11.714403 9.722385 11.928859 11.186317 11.323399 11.526278
#> ind65 10.054215 12.162263 12.367146 10.883540 13.768573 13.833739
#> ind66 11.836748 11.453637 15.164336 12.394587 9.370611 10.711871
#> ind67 8.604521 11.906702 12.382643 8.940779 13.555219 12.483907
#> ind68 7.026148 12.495720 11.976220 12.791564 9.734352 10.868768
#> ind69 8.284326 11.731248 12.115930 11.376370 12.041359 10.480554
#> ind70 11.094390 7.804473 12.718604 11.696312 11.308644 11.390564
#> ind71 9.792660 11.484974 9.249580 11.027514 12.858866 13.098739
#> ind72 10.900626 13.035234 8.268395 11.414052 14.149062 13.483515
#> ind73 7.960685 10.062680 15.611704 9.907650 8.905675 9.536748
#> ind74 10.054054 12.908725 14.628065 9.720195 13.429113 13.760768
#> ind75 8.204422 9.223140 8.424647 10.451650 10.521426 11.031900
#> ind76 12.280002 8.518644 12.871887 12.881800 13.060182 11.635751
#> ind77 8.684802 8.026661 13.553092 12.096684 11.700580 12.969628
#> ind78 12.287928 6.634052 11.739676 12.235435 10.746004 14.062786
#> ind79 6.320280 13.810710 15.017495 11.822034 8.963137 10.973167
#> ind80 8.504540 6.907337 9.679994 9.462510 8.781963 10.677983
#> ind81 10.970223 10.237502 7.892106 5.716572 12.211110 14.577165
#> ind82 8.716268 14.462884 14.052757 10.459655 10.051581 11.844034
#> ind83 11.078881 8.286072 11.433936 7.196459 7.740120 13.271809
#> ind84 11.476929 10.824323 10.695234 11.973213 10.749273 10.566099
#> ind85 13.729613 6.549299 12.342622 8.762295 10.422555 12.387347
#> ind86 11.419274 8.216304 11.205609 9.791521 13.181163 11.283540
#> ind87 7.451757 6.771432 7.241670 10.511955 10.050261 11.614991
#> ind88 10.090590 12.094946 10.816753 9.421012 8.742745 8.877675
#> ind89 8.534187 11.086369 10.264970 10.877551 11.131751 14.829614
#> ind90 12.979643 13.055758 11.298320 8.650079 11.265993 9.513994
#> ind91 10.621912 14.031595 11.601313 9.940156 13.513242 11.942179
#> ind92 10.601490 11.581075 9.302271 13.349954 10.916829 10.236036
#> ind93 14.653347 7.025236 13.567180 10.282262 12.366786 12.158305
#> ind94 10.378387 10.664725 14.701954 9.780457 13.757505 14.623946
#> ind95 10.825037 8.093785 7.439536 10.136060 12.767450 12.358967
#> ind96 8.338813 9.086029 10.764914 10.618275 11.055198 14.488467
#> ind97 10.800397 10.041118 9.205425 10.671640 13.927408 13.598798
#> ind98 11.275971 5.902297 11.954578 12.838521 10.794599 10.984883
#> ind99 10.170090 13.432387 9.912226 10.102437 13.961858 10.868962
#> ind100 11.316031 9.095297 12.669317 11.980438 11.295787 12.159431
#> comp_id_177 comp_id_178 comp_id_179 comp_id_180 comp_id_181 comp_id_182
#> ind1 7.263496 10.144285 11.463696 10.200740 NA 9.989742
#> ind2 9.039731 8.653752 13.047077 8.532773 8.775014 9.164753
#> ind3 6.667926 9.983106 12.018385 11.354930 11.095595 12.985267
#> ind4 14.074749 7.019516 9.421901 13.172567 7.197316 10.138198
#> ind5 12.056073 5.205222 10.111908 14.993040 11.653647 9.498071
#> ind6 7.061561 10.510292 9.453035 10.347098 NA 12.531269
#> ind7 11.456034 11.672127 8.759786 11.003732 12.951122 16.884760
#> ind8 8.226472 9.833373 8.017000 12.789296 10.960263 8.029459
#> ind9 10.396919 11.192057 10.418733 9.504700 8.216195 14.618729
#> ind10 10.107857 14.461509 12.215917 10.125535 16.642184 9.244225
#> ind11 9.180077 10.973260 12.196012 11.829045 NA 8.780808
#> ind12 11.973473 15.244475 14.895410 9.043754 NA 13.600249
#> ind13 9.712947 13.069269 7.989078 10.632169 12.949972 11.426192
#> ind14 10.800029 14.306920 9.230277 10.111788 10.493458 10.661150
#> ind15 14.810488 11.168545 11.719302 10.366434 NA 13.015451
#> ind16 11.106863 10.229356 9.666081 9.389492 NA 14.406255
#> ind17 10.231236 12.820715 10.500526 9.875109 15.523022 11.017478
#> ind18 9.844992 10.352659 9.553170 9.552248 11.705758 12.639049
#> ind19 10.585659 14.161832 9.957378 7.675540 12.907044 11.706956
#> ind20 6.593721 9.327008 11.346571 9.695938 14.048985 11.360376
#> ind21 12.710036 12.549758 11.567712 11.099306 NA 15.517386
#> ind22 8.496473 10.212738 10.973153 13.027386 9.738625 11.904356
#> ind23 9.119328 10.916333 14.179635 15.070721 NA 10.840206
#> ind24 9.021554 10.572686 13.808833 14.069930 9.645335 12.313489
#> ind25 8.880713 11.681190 14.766769 9.713227 16.309412 12.804093
#> ind26 10.856254 8.216511 11.495563 14.654163 NA 11.399833
#> ind27 11.914139 11.402188 7.410157 9.873391 10.285231 10.648983
#> ind28 8.974860 10.507090 8.536978 13.177526 11.646834 11.368635
#> ind29 10.116486 10.568976 12.465281 9.591628 11.862626 13.568824
#> ind30 10.946567 9.967536 10.296397 11.045375 NA 10.872673
#> ind31 7.479828 8.676740 11.845673 10.611735 10.071826 10.188242
#> ind32 7.332232 10.186846 12.561729 10.375617 10.888959 9.265093
#> ind33 8.267216 10.989935 14.677255 11.681976 NA 10.637538
#> ind34 14.119610 11.983482 9.407286 14.378719 15.032469 11.332679
#> ind35 15.102415 11.651517 11.833851 9.976562 7.423909 13.483952
#> ind36 13.226694 12.866953 11.507092 10.157224 12.441619 11.146738
#> ind37 8.330113 9.245838 13.514451 12.621858 9.662822 13.247344
#> ind38 12.604565 7.649101 8.798034 12.283633 9.587645 10.587390
#> ind39 9.364910 10.577775 12.407512 9.661320 NA 11.017390
#> ind40 7.931975 8.907812 10.357471 11.866825 11.771603 8.436080
#> ind41 13.255051 9.009129 12.024584 10.655374 NA 13.005706
#> ind42 8.417086 8.193870 9.736408 7.200932 NA 11.618104
#> ind43 12.221223 11.705391 10.291536 10.349809 NA 15.657967
#> ind44 10.889424 10.968924 10.917040 8.236303 14.219660 14.593167
#> ind45 10.655368 11.298691 13.941776 8.873957 11.033785 11.467909
#> ind46 9.351534 9.998460 9.524552 9.930268 NA 8.117699
#> ind47 12.063882 10.593305 11.891409 12.043632 9.024566 7.904534
#> ind48 11.988302 11.330321 11.400172 12.159042 11.105079 8.887259
#> ind49 9.915472 11.935131 13.063629 10.105971 NA 13.917299
#> ind50 10.356506 12.309043 12.742344 7.002236 12.279318 11.118305
#> ind51 10.235745 9.284828 8.145086 9.386834 13.499413 8.979789
#> ind52 9.823213 13.588592 9.018495 11.998593 10.287811 9.615649
#> ind53 9.700702 9.336287 12.354659 13.076999 12.039692 10.301220
#> ind54 13.354945 13.701708 12.132837 11.925867 12.036845 11.117184
#> ind55 10.364885 9.052036 7.119388 12.475261 10.703112 13.312936
#> ind56 15.127810 8.872406 9.778959 11.984982 13.678789 11.537652
#> ind57 11.816842 10.992203 9.139631 7.525741 13.251230 11.249340
#> ind58 9.861856 9.208916 11.444724 10.967542 NA 11.039941
#> ind59 10.443268 10.786589 12.313833 11.453239 10.081845 8.299634
#> ind60 11.913012 10.353019 8.006059 10.439088 13.938127 9.727908
#> ind61 15.550775 12.066749 14.384345 9.251988 12.411067 10.681046
#> ind62 12.317906 15.748587 10.575757 8.627092 NA 13.496211
#> ind63 13.588732 10.401262 9.092144 10.565922 NA 8.548428
#> ind64 11.231113 11.996285 8.962649 13.429083 11.426955 11.746985
#> ind65 13.697272 10.861235 10.456218 12.825018 12.613037 9.669679
#> ind66 15.449269 10.840639 12.017032 10.670048 NA 8.921309
#> ind67 15.000519 10.947969 10.326369 10.839319 11.713652 10.626333
#> ind68 10.869293 11.509330 8.230592 9.432517 14.833794 12.591285
#> ind69 14.799932 15.210272 12.900833 11.272097 14.405943 12.456167
#> ind70 10.158040 9.693852 13.505016 10.641861 10.099133 9.348436
#> ind71 11.235840 7.803234 6.092998 11.066207 13.401008 10.728494
#> ind72 11.594552 7.147593 10.617438 10.367589 13.283838 11.385882
#> ind73 12.547175 12.326999 7.280568 11.291356 12.751318 10.356362
#> ind74 13.297833 11.212575 11.103270 11.893100 NA 9.784445
#> ind75 13.375217 11.397439 10.832966 9.853231 14.793597 10.423240
#> ind76 14.268283 5.938842 11.361843 9.540158 11.777534 12.049139
#> ind77 11.692467 12.897196 10.796756 11.274880 9.830702 12.499209
#> ind78 9.766210 13.774719 13.625907 12.873583 10.173271 12.134061
#> ind79 10.727516 12.785424 10.085850 9.728978 12.054867 10.328712
#> ind80 10.254968 10.001507 14.464129 11.454303 NA 10.632389
#> ind81 11.720741 13.470595 13.192547 10.632937 11.362025 9.675258
#> ind82 12.984132 15.738500 12.292240 11.485500 11.111591 11.348626
#> ind83 14.033603 10.873463 14.431351 10.937188 14.263835 12.325436
#> ind84 13.110187 7.230302 14.709740 9.320393 12.188598 11.038765
#> ind85 10.041618 8.174100 13.757237 9.269727 NA 8.548847
#> ind86 9.556068 9.051270 9.860821 12.800106 11.366413 12.393126
#> ind87 13.164264 10.153456 12.129877 9.727589 11.626927 9.624923
#> ind88 13.576951 11.819596 9.025142 8.705647 12.620266 9.967212
#> ind89 12.567314 12.002303 10.332942 10.270288 NA 8.257673
#> ind90 9.342922 10.066420 10.322612 9.514015 NA 12.300321
#> ind91 11.646830 10.855764 9.941587 9.825911 13.666644 6.492807
#> ind92 13.968239 12.970756 12.304869 10.434108 18.458781 10.319581
#> ind93 10.654186 9.486535 12.700741 11.219547 13.446493 10.836223
#> ind94 11.765403 10.807236 10.584285 12.289512 10.803327 8.345099
#> ind95 11.807606 10.257111 9.881594 14.551646 13.428186 12.351555
#> ind96 11.980269 12.190012 14.674075 13.660786 NA 8.129035
#> ind97 9.698738 9.047730 10.120007 12.230451 9.275821 10.294013
#> ind98 13.718305 11.708711 9.376688 12.001899 14.509495 7.864189
#> ind99 13.306877 10.639013 10.680556 10.950733 NA 10.719870
#> ind100 9.816052 6.803395 10.203662 10.525301 11.773548 7.289720
#> comp_id_183 comp_id_184 comp_id_185 comp_id_186 comp_id_187 comp_id_188
#> ind1 14.449763 12.465534 8.403238 13.911826 7.664465 NA
#> ind2 8.114291 NA 12.465342 13.516761 11.509545 10.777109
#> ind3 9.630686 11.969964 8.947005 8.780351 10.848854 12.838440
#> ind4 12.125167 7.454098 13.563319 9.827098 11.345497 12.684971
#> ind5 11.348690 10.522701 11.658904 10.731233 12.494143 10.442655
#> ind6 9.865488 11.866711 7.622781 10.528315 10.065154 10.150763
#> ind7 14.527207 11.094995 11.528557 13.271286 11.385947 14.890974
#> ind8 12.508603 15.026390 14.226265 9.035811 10.572649 13.159112
#> ind9 8.119124 10.673423 9.127235 15.052113 12.729104 9.334369
#> ind10 12.596386 8.831798 9.999342 9.824271 9.215366 7.784962
#> ind11 12.162611 9.381641 12.658154 13.725866 10.881165 12.530154
#> ind12 10.196653 13.723899 8.496198 12.253923 10.578512 11.044176
#> ind13 8.369629 9.510594 9.080373 13.712326 9.467491 10.781466
#> ind14 11.888767 8.764393 10.178054 9.805699 12.784254 11.665674
#> ind15 13.750002 9.142813 10.146223 9.184245 12.415385 10.617456
#> ind16 7.606076 8.601145 10.826548 9.305219 12.164135 13.237533
#> ind17 14.495303 7.633304 12.679434 11.664553 11.431823 8.797620
#> ind18 14.346317 12.725893 13.342563 7.044802 12.460530 12.356156
#> ind19 14.027324 9.290759 8.842002 11.964885 10.554107 7.162464
#> ind20 13.091185 12.455379 10.512453 9.606189 13.017243 9.294206
#> ind21 8.551154 13.199774 9.507436 13.669588 10.568803 15.458475
#> ind22 10.955416 10.080653 11.906773 7.942491 11.802573 11.588260
#> ind23 8.743992 10.755921 11.322195 11.123135 7.706219 11.456540
#> ind24 10.749968 10.045498 10.961305 9.269779 7.375799 8.438135
#> ind25 11.551652 6.379141 10.732552 9.739844 10.220623 8.472629
#> ind26 9.718400 12.940711 11.945597 7.283935 11.459564 8.449849
#> ind27 9.326485 11.301756 12.927607 10.436017 10.597577 9.843603
#> ind28 13.526855 8.979855 14.838065 10.413148 11.252343 7.861213
#> ind29 11.893830 11.722876 8.731842 12.056031 11.904092 9.905754
#> ind30 10.540681 8.412551 13.238674 10.403488 9.971995 12.123792
#> ind31 12.134951 9.590062 11.395925 13.711474 9.551497 12.055259
#> ind32 11.945463 8.217094 8.989501 11.473631 7.326067 7.964610
#> ind33 12.820718 10.307937 8.515079 11.278724 7.860325 6.204025
#> ind34 9.940330 10.135660 8.880948 7.476648 8.410809 12.642385
#> ind35 8.722431 9.242163 11.175177 10.713344 11.807604 9.521747
#> ind36 16.443117 8.705264 14.449641 11.118009 11.249224 8.131028
#> ind37 12.067595 14.460071 12.278329 11.986754 9.791180 9.384798
#> ind38 9.528893 13.498541 11.671119 13.503483 13.650178 10.124844
#> ind39 12.226973 9.550931 11.095574 8.633215 10.693245 10.016957
#> ind40 8.134990 10.697879 12.897644 9.164590 12.092199 11.374425
#> ind41 12.289187 8.265877 14.875660 9.728505 11.395276 13.939393
#> ind42 8.156687 8.955849 10.811485 11.660380 12.570081 11.325738
#> ind43 13.634044 10.469106 12.622749 11.542646 12.092587 11.716376
#> ind44 12.258855 12.221578 13.453270 11.185469 10.572981 12.309167
#> ind45 11.510646 10.150870 13.354660 14.229494 11.365384 12.617414
#> ind46 16.408670 12.708427 13.477839 12.523341 6.770884 9.516771
#> ind47 12.688549 7.775324 12.253468 10.882317 11.697883 8.536051
#> ind48 11.138407 13.905816 13.007732 9.792443 9.474372 11.323192
#> ind49 12.290620 8.885632 9.241109 11.637490 6.612959 9.430115
#> ind50 12.573168 16.518867 11.245855 16.327714 10.900522 10.943527
#> ind51 9.063630 9.760496 10.426702 7.710928 8.097192 10.400153
#> ind52 10.561953 12.978978 13.993968 9.676565 11.555170 13.588753
#> ind53 10.573920 12.350848 10.468246 8.892372 11.895191 9.845200
#> ind54 9.992981 10.279347 9.758129 11.872439 11.717817 10.176365
#> ind55 10.914383 10.720407 7.699655 10.684662 6.979709 11.847618
#> ind56 13.331660 11.459276 7.808244 7.056012 10.760253 14.794019
#> ind57 13.714335 13.316415 12.244624 10.468742 9.806542 14.117482
#> ind58 12.685550 14.245233 10.939930 13.424271 12.566367 14.431205
#> ind59 8.085002 8.207933 10.640104 8.764687 11.154855 10.954642
#> ind60 12.571362 8.875393 12.293942 11.909166 12.165785 13.149510
#> ind61 15.081234 6.750332 11.654920 11.378155 11.318264 14.454832
#> ind62 15.603239 11.923498 9.746281 13.384773 9.129829 14.400175
#> ind63 13.196850 10.126183 11.263603 8.484258 10.207289 13.373207
#> ind64 12.115919 13.638902 13.818703 8.871045 14.665718 7.822793
#> ind65 12.809475 8.709299 13.092096 9.197628 9.708358 13.642762
#> ind66 12.487113 9.535445 12.737562 11.721740 11.256219 11.804383
#> ind67 11.240107 13.556858 9.558907 14.475181 10.656299 11.432810
#> ind68 10.871663 10.662891 10.684940 10.897213 7.749767 14.369713
#> ind69 9.825911 12.063178 8.225629 11.583308 11.820984 11.325631
#> ind70 8.827391 10.186527 11.716777 12.476264 11.260257 12.188594
#> ind71 11.394252 10.518970 7.538260 8.717798 9.522684 10.710791
#> ind72 14.167453 8.844246 9.071703 11.032167 13.868440 10.320558
#> ind73 10.823170 8.822912 9.570296 7.966400 9.841562 10.693509
#> ind74 11.438340 9.601341 11.499383 11.245229 8.910112 11.192403
#> ind75 10.696368 7.658715 13.871907 13.421593 12.468150 10.879480
#> ind76 14.339528 11.206341 10.869847 11.571731 10.013625 12.760318
#> ind77 8.878285 11.255297 7.595576 12.156010 9.577275 12.451612
#> ind78 10.550428 12.368216 14.230775 10.083203 7.098817 13.696607
#> ind79 10.448513 15.353843 13.069633 9.035613 5.798293 11.202812
#> ind80 9.577533 9.989381 11.125810 8.253335 10.748024 11.154282
#> ind81 10.472623 12.696195 11.859210 12.377147 11.246180 15.158718
#> ind82 11.859732 10.809137 10.077180 14.169665 13.862034 12.539049
#> ind83 11.273455 10.747941 10.912754 10.605524 9.138041 10.278686
#> ind84 13.895286 9.040219 9.462759 12.628488 9.300588 11.101176
#> ind85 8.753610 12.898425 11.253914 8.618974 11.223748 13.538418
#> ind86 11.415162 8.888880 12.085242 12.516641 11.185325 10.415269
#> ind87 11.988123 10.106971 10.737077 12.205403 9.479940 14.588581
#> ind88 13.755807 8.239284 12.939070 9.770515 7.445785 14.046087
#> ind89 14.412476 9.496254 12.894906 11.250226 10.440753 13.758963
#> ind90 12.456457 11.230365 9.264645 8.491993 9.473312 10.992146
#> ind91 13.980687 13.881425 10.336538 11.828418 11.291803 15.191064
#> ind92 12.333785 7.439082 10.775393 11.808294 13.500313 9.855833
#> ind93 13.628547 11.048901 10.548383 10.997543 10.094644 10.075222
#> ind94 12.728477 12.145646 9.147052 12.250960 11.857998 12.045406
#> ind95 10.738323 11.503244 7.453409 9.832514 10.422349 12.493912
#> ind96 14.069544 9.648859 15.636407 9.450126 16.404629 14.759228
#> ind97 12.263969 8.996247 11.189490 11.710239 10.666001 11.127338
#> ind98 8.692589 10.781760 6.608123 10.072889 11.917765 12.545715
#> ind99 11.523597 10.807707 9.289680 11.245160 10.635189 14.590826
#> ind100 12.663313 12.146660 14.197982 6.767586 14.333478 12.417104
#> comp_id_189 comp_id_190 comp_id_191 comp_id_192 comp_id_193 comp_id_194
#> ind1 12.541610 12.894022 10.996412 12.017527 NA 14.176228
#> ind2 8.788236 8.844666 13.458502 11.998373 15.748545 8.779604
#> ind3 8.098011 12.051986 9.941623 9.566448 13.728829 11.959295
#> ind4 10.746697 7.783220 11.952493 6.912209 11.275757 12.762993
#> ind5 12.267557 12.648189 15.549965 10.492450 14.806907 10.752738
#> ind6 7.036107 12.492663 9.843037 9.491721 13.457759 14.759520
#> ind7 12.395869 12.225508 11.042227 12.146033 11.068178 10.412891
#> ind8 10.174971 14.302888 11.778410 8.659411 14.763608 11.777671
#> ind9 11.953297 9.559482 11.319038 13.489453 12.157462 8.408761
#> ind10 12.195256 11.562473 10.304134 7.446365 11.746625 9.559766
#> ind11 9.125087 7.232010 11.199914 15.310437 11.372390 10.601219
#> ind12 7.273480 8.478676 12.246293 10.324377 13.470143 9.593972
#> ind13 14.469945 12.734179 9.650303 11.177952 10.941865 7.877682
#> ind14 14.268435 10.011304 11.590644 10.182920 11.768065 7.940187
#> ind15 13.592421 11.692547 12.295017 11.688164 11.605506 9.841431
#> ind16 8.560393 7.186618 12.622165 12.645651 7.609957 11.369161
#> ind17 11.120150 10.729373 7.176139 9.947100 8.466279 9.353654
#> ind18 12.579237 5.363242 11.664192 15.768008 7.711741 7.042852
#> ind19 14.294429 12.503644 10.140696 11.351415 11.790646 8.166287
#> ind20 13.091299 12.534164 10.461228 10.881435 12.616273 7.529595
#> ind21 10.236380 13.409121 12.071761 11.226111 11.600457 11.242775
#> ind22 14.702819 13.649099 12.733437 11.165966 11.655295 8.172814
#> ind23 9.154734 9.780039 14.909199 10.603790 6.978204 10.402223
#> ind24 10.907551 7.619161 14.102575 9.674846 7.812851 5.037570
#> ind25 13.787821 12.869633 9.755350 12.042673 12.713732 7.992514
#> ind26 10.210766 11.480178 12.370640 12.242242 11.689490 10.836666
#> ind27 13.553641 8.128266 13.636082 12.790184 9.309600 13.327992
#> ind28 11.985280 11.126130 11.767719 13.399999 12.350392 9.226703
#> ind29 11.806140 6.334253 14.346365 7.831156 10.776611 8.774383
#> ind30 11.985182 13.648683 7.887409 10.976237 14.892213 11.212532
#> ind31 12.624752 8.667420 12.401991 13.602886 11.980569 12.799141
#> ind32 15.578697 11.739011 9.829326 11.140382 12.805986 11.323727
#> ind33 11.563760 9.376374 10.818659 10.947031 7.737651 11.944284
#> ind34 12.856594 9.197986 8.732754 6.344799 11.759601 11.210560
#> ind35 10.706333 12.152193 11.206342 14.990983 11.132790 8.364657
#> ind36 14.547308 12.450216 8.581102 11.210935 8.761378 8.726416
#> ind37 11.457809 13.094493 11.501929 11.525743 13.671734 11.373538
#> ind38 13.403405 11.409757 12.420151 16.047183 12.474687 7.411509
#> ind39 14.157006 9.717625 10.636086 14.025469 12.566708 9.300838
#> ind40 12.713923 13.550031 11.188241 12.078892 11.327945 11.668551
#> ind41 7.857897 8.261149 13.155016 7.389233 12.751439 13.144736
#> ind42 13.613979 10.737567 10.296755 10.443760 9.535893 9.507339
#> ind43 10.455725 10.951380 11.912515 13.388056 14.123429 9.893991
#> ind44 12.120448 13.336790 13.590973 11.589621 13.655273 9.990665
#> ind45 10.021572 8.992847 11.510688 15.316799 12.076530 10.700999
#> ind46 10.284064 13.166973 14.120939 12.974832 10.707346 9.962047
#> ind47 11.925641 10.530572 12.026881 16.100045 12.584324 10.501540
#> ind48 11.704950 9.753018 11.740090 14.870446 11.036507 9.129331
#> ind49 13.297470 11.208128 11.584997 8.703468 14.653365 8.300718
#> ind50 10.107644 10.622699 10.078908 13.837388 12.311583 14.180745
#> ind51 8.868925 10.621260 10.642089 14.877920 7.979289 12.268181
#> ind52 10.966348 7.152957 12.156018 9.514196 9.510502 14.371529
#> ind53 10.699563 9.388479 10.410810 7.182409 11.585847 11.290750
#> ind54 9.034197 14.219319 7.906517 15.170917 13.199630 13.992572
#> ind55 12.838449 9.776127 13.594044 8.156646 13.310436 10.147811
#> ind56 12.474726 10.288773 8.570431 13.085284 10.727280 10.655399
#> ind57 10.356866 9.890656 11.061554 10.843142 14.723847 9.345575
#> ind58 13.667413 14.159932 9.246168 10.127179 14.591467 9.359697
#> ind59 13.387526 16.261993 9.917899 10.946388 6.625984 13.058652
#> ind60 9.311182 11.437159 11.845071 13.465623 9.104006 10.875855
#> ind61 5.934631 10.584060 6.642045 11.957601 11.389844 13.811521
#> ind62 10.125140 9.231496 10.201578 13.690557 12.080531 12.995029
#> ind63 11.569908 12.877305 10.198867 13.735294 10.564767 13.406907
#> ind64 9.114145 10.146633 13.582464 10.687307 11.291564 7.420496
#> ind65 9.630752 11.155571 10.683682 10.617078 8.427391 11.531208
#> ind66 10.224289 13.361068 10.071851 12.567650 9.575048 16.086753
#> ind67 9.039863 8.921161 13.348599 11.156039 12.139088 12.949913
#> ind68 7.903888 10.244686 4.917894 8.875241 10.076405 13.316958
#> ind69 10.041595 13.213316 6.485874 12.785788 10.687788 13.108828
#> ind70 10.712195 12.333981 11.849641 14.211928 11.193728 7.310660
#> ind71 9.816107 12.984131 13.387965 9.018482 12.641327 11.549333
#> ind72 11.472769 9.237458 15.318662 10.375753 16.308351 10.411865
#> ind73 10.912699 12.910170 7.878253 13.584372 8.682575 17.163903
#> ind74 9.686820 12.029623 9.671098 11.158521 11.907374 10.532509
#> ind75 11.354988 13.300598 15.264227 11.138058 12.526833 12.529307
#> ind76 11.200702 14.507041 7.368150 13.699105 11.947043 11.503934
#> ind77 8.084637 12.044221 9.718849 12.216353 9.473151 9.864936
#> ind78 10.992359 9.062626 9.900969 11.243505 8.467268 13.030964
#> ind79 8.647795 13.094158 13.211414 10.571041 8.802532 11.439930
#> ind80 10.315905 11.820909 9.769043 7.602071 12.356300 11.474768
#> ind81 10.935262 9.960034 14.132950 7.622529 13.300146 8.883598
#> ind82 9.847932 11.991287 8.671995 15.333485 15.095825 12.306405
#> ind83 11.171984 13.423883 10.201024 8.359577 11.631041 10.059660
#> ind84 12.316093 10.340865 10.696345 7.208364 10.652054 7.557239
#> ind85 11.675139 14.631045 12.283193 14.339050 8.354881 13.739767
#> ind86 12.934739 10.283148 16.138373 14.702799 14.267641 9.913438
#> ind87 6.740092 15.418448 10.824249 12.965888 10.945744 13.237875
#> ind88 6.960950 12.434974 11.939684 10.593648 11.654789 9.866440
#> ind89 9.344548 11.896232 7.589030 12.068034 9.498987 11.965990
#> ind90 12.514845 12.132996 8.597459 9.789232 10.006786 12.418157
#> ind91 15.224761 8.079908 11.455296 5.800925 13.303253 8.475269
#> ind92 10.286715 9.946420 14.203987 8.120013 12.450489 8.503893
#> ind93 11.191306 12.039923 13.424644 11.430001 16.153555 11.463087
#> ind94 11.823717 8.783790 9.213908 11.139176 12.351250 13.761905
#> ind95 11.133649 14.051353 11.878000 12.259946 11.354447 11.987817
#> ind96 11.195026 12.576566 9.380381 10.977743 11.775497 12.205347
#> ind97 10.625130 14.152866 12.603828 10.994202 10.171290 8.756470
#> ind98 13.157034 10.531674 6.101392 12.460459 14.827813 14.768403
#> ind99 10.951957 12.478625 7.667080 7.588819 13.336904 10.391142
#> ind100 12.087840 11.332355 10.365603 13.259304 9.842602 10.416253
#> comp_id_195 comp_id_196 comp_id_197 comp_id_198 comp_id_199 comp_id_200
#> ind1 NA 12.367932 12.976860 NA 9.468199 9.407328
#> ind2 11.093644 10.905710 11.792603 14.003652 12.819298 10.328918
#> ind3 10.143765 NA 12.579258 12.380260 13.738499 14.334807
#> ind4 9.974141 12.609461 9.259143 11.064745 12.231319 8.524371
#> ind5 12.415536 10.713595 10.060574 7.362473 11.808994 15.011377
#> ind6 8.864075 9.848681 13.932598 11.122376 12.802778 14.965783
#> ind7 12.430666 11.724105 9.847894 10.793276 15.374016 15.394553
#> ind8 10.816888 13.399198 13.530471 8.048416 11.527165 10.774355
#> ind9 10.370120 12.892196 11.779591 8.390097 11.757162 13.483044
#> ind10 11.122203 12.409235 8.394539 11.218442 13.925001 13.388607
#> ind11 6.890791 9.678612 10.013306 12.321508 10.113197 12.003032
#> ind12 12.272287 8.899418 8.880561 11.381990 11.730340 12.413530
#> ind13 13.507086 12.994991 13.289533 15.728493 10.034144 13.893101
#> ind14 11.305940 13.682232 9.748519 8.283530 10.941466 11.153113
#> ind15 14.510024 10.254808 10.098074 8.638750 7.247105 11.503226
#> ind16 9.756950 13.582795 11.401325 9.344484 14.051734 9.551468
#> ind17 12.420208 11.601911 8.771620 12.496919 6.333473 14.395344
#> ind18 10.843638 12.147311 11.508987 11.622626 14.433544 10.522953
#> ind19 10.954383 14.906567 13.923577 11.103399 11.006081 11.612229
#> ind20 9.685485 11.426110 9.707357 12.042763 12.184544 13.600154
#> ind21 13.441057 8.657533 12.595604 10.700575 14.574131 10.544654
#> ind22 12.703031 10.704964 9.649697 12.203978 9.481591 14.542703
#> ind23 10.085508 9.778880 6.577898 10.426111 10.468740 12.473945
#> ind24 10.090784 11.786534 9.469562 11.754607 11.703726 14.181063
#> ind25 12.650110 13.768081 8.532287 12.038965 9.711976 12.392963
#> ind26 8.883083 11.741132 8.356606 10.973563 8.543656 11.486276
#> ind27 11.733521 10.871015 17.733344 12.777474 9.317127 12.438492
#> ind28 12.486580 11.407773 11.496119 11.240013 10.482791 15.284602
#> ind29 9.792394 11.704416 11.493248 12.820293 14.323222 12.218346
#> ind30 8.501901 11.826799 7.846872 11.100782 12.535247 13.492102
#> ind31 9.727456 12.191433 12.459206 10.960844 8.161101 11.177552
#> ind32 9.454423 14.028546 8.465237 14.118859 9.991754 12.420603
#> ind33 11.119761 12.519212 11.237009 15.683578 11.441649 13.184386
#> ind34 11.875674 13.466237 9.264693 9.092260 9.782424 12.534728
#> ind35 13.936854 10.640344 11.598313 12.169964 9.510494 9.684572
#> ind36 10.490479 12.430722 7.198254 12.485306 11.816436 12.469725
#> ind37 11.376222 12.815866 10.402225 13.469481 8.918276 13.607634
#> ind38 7.013927 11.721092 11.924879 14.233059 13.607618 9.997102
#> ind39 9.015808 10.804315 9.263519 12.495317 12.890989 16.055851
#> ind40 9.414958 13.428835 13.183155 14.618667 12.482215 14.605819
#> ind41 9.766265 13.994921 7.653458 8.045726 13.002231 6.468469
#> ind42 10.611737 11.489663 11.006380 12.613416 11.979611 14.981590
#> ind43 14.004695 13.164644 15.188666 10.610177 12.345027 13.984878
#> ind44 8.863264 10.848112 11.694135 9.147586 11.016638 12.852137
#> ind45 6.717672 9.411448 10.505072 11.280375 9.966728 12.011531
#> ind46 8.873258 8.668573 10.721310 13.958630 11.111869 14.065669
#> ind47 11.185086 10.416342 13.229676 8.994147 15.892584 10.174665
#> ind48 8.339166 14.534676 7.741840 10.754321 12.056038 9.520523
#> ind49 11.298226 9.759536 10.753244 13.000724 11.304516 13.078267
#> ind50 7.800272 7.457353 13.943847 12.321189 14.203634 10.192293
#> ind51 8.976791 7.666044 12.145748 9.708021 10.510670 5.066676
#> ind52 10.413576 11.083813 11.685408 8.098135 8.363553 8.674561
#> ind53 12.300306 10.689536 14.008149 10.096665 9.389596 10.089665
#> ind54 10.462343 11.327256 11.287779 5.764230 8.854856 9.013859
#> ind55 11.868328 14.657754 6.681563 7.657172 4.663762 11.516066
#> ind56 10.044599 11.179443 11.760506 7.925033 9.173261 9.101041
#> ind57 14.090642 12.539698 8.198678 7.053119 6.992479 9.776856
#> ind58 9.890061 9.811201 11.108663 9.731038 10.584382 8.710425
#> ind59 9.985649 8.257407 12.230952 12.243062 11.479376 10.605445
#> ind60 10.334370 11.989647 11.523227 6.138271 8.226855 8.380325
#> ind61 11.617159 13.502058 13.905897 10.092027 9.666936 3.730053
#> ind62 12.512028 15.198222 11.406694 5.078458 7.734138 8.168497
#> ind63 9.623027 7.673746 12.028034 5.820631 11.250525 7.588141
#> ind64 8.336549 10.334666 11.830390 5.605336 8.130630 10.947174
#> ind65 12.968259 9.347129 14.373764 10.781551 9.928957 8.893127
#> ind66 13.400630 9.091152 9.436668 12.879001 11.353931 4.974315
#> ind67 11.953699 11.408379 10.088620 7.168960 8.782251 8.196699
#> ind68 8.210393 14.961603 14.530558 7.285054 10.413710 4.258457
#> ind69 13.619797 11.373382 9.287891 8.313733 10.900163 10.072761
#> ind70 11.025455 11.473757 7.279346 7.454987 9.584416 8.077438
#> ind71 9.216264 16.414526 9.288484 7.083650 7.767021 8.762456
#> ind72 12.483586 17.338803 7.907550 8.201851 8.116943 8.449522
#> ind73 12.355026 10.838740 10.178817 10.140724 10.517822 6.408873
#> ind74 12.344866 11.827402 12.765106 9.545469 8.070722 5.682291
#> ind75 12.074488 11.264789 10.992894 12.529195 12.998084 7.939492
#> ind76 13.864152 11.063166 10.293926 11.898921 10.869016 8.907591
#> ind77 10.036299 8.265848 11.775553 12.163582 12.286705 8.397095
#> ind78 8.427993 7.733153 11.186011 7.582788 12.912070 10.362226
#> ind79 9.870518 8.376487 13.383665 2.792526 8.164716 7.348885
#> ind80 10.654405 11.672388 11.100814 9.426123 10.891018 9.318567
#> ind81 10.008228 11.002952 11.061773 9.727310 8.773687 9.332836
#> ind82 9.030869 11.050464 12.787325 6.232904 9.217522 9.740814
#> ind83 11.140197 11.616892 9.616053 13.396275 12.292565 7.940827
#> ind84 10.543445 13.325667 13.582375 12.979763 8.124571 5.701826
#> ind85 6.465727 7.387701 13.052461 4.608474 9.134597 13.465212
#> ind86 12.220573 11.079722 9.431667 9.322707 8.838928 12.732275
#> ind87 8.620818 10.543999 8.749224 8.275674 12.322049 7.470828
#> ind88 13.178832 10.277018 10.415929 9.945281 11.113128 8.117133
#> ind89 10.083095 11.390014 17.189448 8.708158 13.139760 4.952757
#> ind90 16.000494 11.196234 11.254240 11.673603 9.514116 8.030858
#> ind91 10.964428 13.321949 7.775759 7.224783 9.315128 11.479292
#> ind92 13.540719 10.573925 12.037517 13.372557 11.585128 9.546917
#> ind93 10.319903 8.808653 11.135028 8.690456 7.449001 10.205421
#> ind94 15.682432 13.248449 11.445910 6.552240 9.595588 9.978823
#> ind95 7.988131 10.655101 11.295936 4.102342 8.413591 10.546940
#> ind96 8.051154 8.396582 11.880138 5.766234 9.834722 7.086405
#> ind97 11.621442 8.180716 9.910388 7.688543 8.951533 8.761214
#> ind98 9.757676 11.009832 11.265846 8.220242 5.670357 6.083246
#> ind99 11.658461 11.142158 7.899479 6.495776 7.751571 10.402830
#> ind100 5.237632 8.441281 12.946506 7.362955 6.690338 9.747548
#> comp_id_201 comp_id_202 comp_id_203 comp_id_204 comp_id_205 comp_id_206
#> ind1 9.951427 13.671170 NA 10.562628 12.675949 9.755068
#> ind2 8.475755 12.283353 13.137570 11.154939 NA 8.672648
#> ind3 12.860713 9.423359 NA 12.245570 8.826786 9.773318
#> ind4 11.404958 11.938128 17.148710 10.258933 8.170320 13.104729
#> ind5 10.459694 10.448274 12.021904 11.263478 8.431681 12.443359
#> ind6 14.285157 9.446728 10.349206 12.901083 8.988667 8.102869
#> ind7 12.913308 10.103780 11.646420 10.643405 13.718873 10.852041
#> ind8 11.096176 12.909467 9.922510 11.500773 11.904550 12.799743
#> ind9 10.806669 7.546582 13.483092 12.265660 7.619714 12.808726
#> ind10 11.990843 8.307878 13.168857 16.778321 11.921231 11.094182
#> ind11 14.288485 11.774640 11.447475 9.249734 10.257459 10.407957
#> ind12 8.663559 10.765150 9.209999 12.704290 9.584856 10.530305
#> ind13 8.856556 11.730999 12.509612 9.545678 9.167748 11.190645
#> ind14 12.552929 10.688165 8.489549 11.743853 9.304232 9.878353
#> ind15 7.605872 10.100722 10.931198 10.011073 11.357718 10.738851
#> ind16 14.563423 8.984609 6.969360 8.391354 10.511878 11.318586
#> ind17 16.212050 14.839315 11.651052 12.478358 11.659641 12.478318
#> ind18 13.353696 13.052941 11.970076 12.432999 10.551200 13.392631
#> ind19 13.575184 11.413759 11.059313 9.743329 11.329239 9.246512
#> ind20 11.358340 10.399994 10.652730 12.338117 10.709548 8.626503
#> ind21 12.712858 8.848676 11.528803 6.885513 11.664616 11.018792
#> ind22 9.633315 11.327050 8.482552 7.309876 12.305235 11.562139
#> ind23 13.114880 9.703066 7.107495 13.091081 11.292581 11.781513
#> ind24 12.484981 11.684305 12.831341 9.577513 11.269632 11.075062
#> ind25 10.171858 10.726862 8.949976 8.862688 9.651224 11.293076
#> ind26 11.068108 12.117542 9.065989 10.174735 12.951197 14.163276
#> ind27 10.679778 7.476228 11.546602 11.598367 13.002079 12.700795
#> ind28 9.307518 9.557316 8.665882 11.247086 9.322960 12.662742
#> ind29 13.110395 9.044982 9.713002 9.376857 10.481514 11.407500
#> ind30 9.581409 6.364005 11.002774 11.123155 9.954156 13.384117
#> ind31 12.045959 10.375869 12.106488 10.075020 9.800285 13.587784
#> ind32 11.916098 13.611007 12.195353 8.681361 10.118445 10.426597
#> ind33 12.312922 13.281338 15.487573 8.880363 11.271566 13.061451
#> ind34 11.889973 10.783677 6.734157 10.387808 10.606429 14.784726
#> ind35 9.714067 10.002305 13.861817 5.994902 6.173219 14.675900
#> ind36 13.174261 12.782471 10.417812 10.681222 7.950815 10.776890
#> ind37 8.550695 12.534611 6.536825 9.076910 11.758156 11.854925
#> ind38 11.055536 9.467004 11.588889 9.169143 6.121754 12.861107
#> ind39 10.450748 9.793877 9.424718 8.575858 10.686634 15.867850
#> ind40 12.879435 9.524680 14.966925 10.910916 10.093273 12.145373
#> ind41 13.574187 10.497966 12.956654 11.762741 10.210780 12.842435
#> ind42 9.510357 11.119484 12.118522 12.982453 10.487333 13.577075
#> ind43 10.607685 7.990723 10.931915 10.496903 7.874277 12.380288
#> ind44 14.448051 9.188689 5.394811 11.744348 13.084328 13.888454
#> ind45 12.657853 11.440196 11.330265 8.979212 8.640825 7.595662
#> ind46 12.113074 14.019722 9.344962 10.873581 10.769597 13.054209
#> ind47 13.949919 8.887396 12.996513 9.166532 6.589818 12.191643
#> ind48 11.429575 9.516479 7.650485 9.802371 13.484000 10.081288
#> ind49 7.521283 9.514060 10.946344 9.376070 9.701752 13.718548
#> ind50 13.210589 9.447817 11.897588 12.414724 12.303672 10.343261
#> ind51 9.334062 5.429747 9.127784 5.414250 8.415745 10.778158
#> ind52 7.844680 10.629696 13.121911 8.786594 8.116710 7.516958
#> ind53 10.359415 9.290920 8.976450 6.656906 8.516501 7.621314
#> ind54 11.265697 7.506554 9.637798 8.930786 9.220582 6.520645
#> ind55 5.507235 12.941929 11.206681 6.485929 9.758346 7.050321
#> ind56 11.931140 4.072494 10.910359 8.995301 5.768687 7.658089
#> ind57 8.473775 10.022069 7.909309 8.891579 11.358614 7.982394
#> ind58 11.517197 8.077216 10.295856 11.270105 9.573761 12.088763
#> ind59 12.344817 10.629183 9.830385 8.211270 7.056670 10.224245
#> ind60 11.143259 9.680727 7.659163 7.416850 9.274791 6.431931
#> ind61 9.280447 6.207661 12.117357 8.977847 10.455406 10.246789
#> ind62 8.147536 7.985906 10.030575 8.961474 9.703116 6.270191
#> ind63 11.308192 8.956388 9.904448 10.500689 10.130746 8.317671
#> ind64 5.896135 10.115711 11.431345 9.616912 6.534366 5.249874
#> ind65 11.351056 5.916392 10.411754 7.270940 6.072635 11.079707
#> ind66 12.536667 10.666269 9.039561 6.139774 8.561704 9.645023
#> ind67 9.126926 8.543346 10.205791 8.241134 6.538149 7.372105
#> ind68 7.738140 7.064989 10.929343 7.361908 8.377090 8.935931
#> ind69 4.942876 8.066629 10.035444 4.061106 4.947810 9.198209
#> ind70 8.219308 10.399151 6.745614 9.399014 9.459561 6.657531
#> ind71 5.292332 9.075653 12.587897 8.000409 9.412933 9.027434
#> ind72 7.261334 10.390582 13.300913 10.233776 13.037661 7.646070
#> ind73 10.658054 5.746073 11.029190 9.200690 8.184631 9.640323
#> ind74 10.645222 8.409513 7.456498 9.622945 9.593880 11.166243
#> ind75 7.667477 9.239538 7.444147 8.933108 10.472756 10.561475
#> ind76 10.886904 9.952764 11.712949 9.317075 7.745966 5.230216
#> ind77 8.480917 9.992292 10.130961 6.913337 9.398416 8.826741
#> ind78 9.488664 11.691423 6.977443 6.941680 9.752629 11.514086
#> ind79 4.879043 5.919516 8.541928 10.782195 9.543125 9.786728
#> ind80 12.769996 7.802703 8.066948 5.668660 8.328751 7.286460
#> ind81 10.580289 11.574351 10.625719 10.085816 9.352133 10.078733
#> ind82 11.144436 7.181420 6.999140 6.651470 8.637242 8.794908
#> ind83 10.710182 8.879821 9.757266 11.518618 8.328003 8.909606
#> ind84 7.697212 10.319032 6.884334 8.494174 6.683193 10.447619
#> ind85 11.418605 7.414045 8.331965 7.109956 6.862604 10.215009
#> ind86 6.232204 13.158492 8.821538 6.274210 8.055457 8.762920
#> ind87 9.663823 6.799372 7.972161 7.314060 7.890409 11.245012
#> ind88 9.334447 9.790808 8.077431 8.079048 10.023629 12.231298
#> ind89 9.977495 9.387670 10.998010 6.126111 7.930460 11.110944
#> ind90 8.650108 9.776119 10.943667 6.557143 9.877717 9.534361
#> ind91 11.633891 7.463350 10.053508 9.629343 11.709970 10.867130
#> ind92 7.340812 9.257965 10.656058 8.212475 9.979574 11.422661
#> ind93 6.542139 9.828953 11.209972 8.048833 8.846968 9.364658
#> ind94 10.786686 7.544392 12.024478 10.537968 8.978723 7.063369
#> ind95 8.538653 13.152336 9.529424 8.094784 6.512954 8.072334
#> ind96 10.885227 8.145664 7.795348 12.097741 8.084914 7.103518
#> ind97 7.951158 9.485277 9.616826 10.262945 9.641499 10.607475
#> ind98 12.739437 7.371225 10.633918 8.872263 8.029105 8.546403
#> ind99 7.653564 7.788829 10.060648 10.275403 11.815793 7.706303
#> ind100 9.616698 6.043749 5.899571 5.385281 6.767037 10.673845
#> comp_id_207 comp_id_208 comp_id_209 comp_id_210 comp_id_211 comp_id_212
#> ind1 10.241864 NA 10.936065 14.132106 10.466725 11.165596
#> ind2 12.304101 NA 11.398841 8.133972 10.470491 5.824995
#> ind3 11.716438 12.021439 9.393151 NA NA NA
#> ind4 11.785675 12.424598 10.072099 10.795620 14.050325 10.014831
#> ind5 12.563991 11.632244 11.106016 13.029741 13.888974 7.466354
#> ind6 10.969635 10.984150 9.885329 8.184268 13.596685 12.270832
#> ind7 11.384414 14.427264 11.629483 11.679972 10.191808 10.846434
#> ind8 10.493651 12.172111 14.008130 11.278757 10.924160 13.392592
#> ind9 9.307969 10.286578 12.813245 6.852424 10.989208 12.659169
#> ind10 7.452974 11.082137 11.187596 12.190373 10.166845 11.297574
#> ind11 8.242373 9.829392 13.265407 12.136699 12.012526 7.187783
#> ind12 8.329725 12.834708 15.983876 10.666832 13.112718 14.047291
#> ind13 8.213004 10.607953 12.643314 12.302093 10.321388 8.973445
#> ind14 12.509745 13.074302 7.735382 9.577504 13.430196 14.377279
#> ind15 9.385367 11.989242 12.444210 10.556712 13.544994 9.875350
#> ind16 9.488950 9.897626 13.733420 11.683361 12.719018 12.323741
#> ind17 10.580415 9.274803 9.651827 12.117591 13.336220 9.968381
#> ind18 11.252744 10.996878 10.997086 13.899549 14.527542 9.120174
#> ind19 10.186560 12.338470 12.592943 13.038906 11.926467 12.231072
#> ind20 9.040067 9.257051 11.531660 8.681216 7.888740 12.441231
#> ind21 9.261154 14.513554 12.742937 14.485698 8.108375 9.569690
#> ind22 12.844120 10.616274 11.036284 8.743046 9.871452 12.941676
#> ind23 12.413725 8.242662 14.486004 14.251779 11.081811 10.504250
#> ind24 13.778205 9.340688 13.856850 10.575913 13.139604 11.249069
#> ind25 12.127208 10.616412 11.006699 10.274038 13.529941 9.885922
#> ind26 15.720091 11.368875 13.220356 11.004121 9.145696 11.638374
#> ind27 7.874130 12.410662 8.124418 13.645006 13.088577 11.350628
#> ind28 9.306403 10.847342 10.430844 12.853226 15.164876 10.263763
#> ind29 10.868080 13.395510 13.634859 8.601118 14.331412 13.952966
#> ind30 8.798571 9.506752 12.249473 12.982347 9.684040 14.568012
#> ind31 6.786071 12.193373 13.170056 11.331276 8.690028 8.912603
#> ind32 9.368498 10.851377 12.827218 14.153612 10.871001 11.727572
#> ind33 9.322338 8.449354 14.759113 11.006474 12.069799 13.691658
#> ind34 14.139514 12.484781 9.787012 11.444503 14.497978 11.551522
#> ind35 9.928035 13.433273 11.719871 9.352003 13.272795 11.553960
#> ind36 7.404765 12.008041 9.762525 13.014619 12.550872 12.611363
#> ind37 14.283332 12.594165 10.330560 7.496862 10.432355 14.800415
#> ind38 8.718169 10.919741 13.411286 10.570281 8.571043 12.421032
#> ind39 9.086606 6.994315 12.995483 8.351031 11.422059 8.776820
#> ind40 8.485887 12.543228 13.895696 14.093425 12.981704 11.580480
#> ind41 13.694123 13.358465 7.988553 10.074385 14.706797 7.822833
#> ind42 8.689474 11.287594 12.209839 9.296502 9.326956 12.475764
#> ind43 10.092647 11.347424 10.807316 11.693268 11.610172 8.348824
#> ind44 9.650053 11.773796 9.097286 11.624614 9.633375 11.010185
#> ind45 7.645184 9.695952 14.416670 10.316595 10.960685 6.783101
#> ind46 9.826856 11.332853 13.308236 15.090826 12.330758 12.280813
#> ind47 10.261201 12.233915 13.238359 13.233497 14.067824 10.374912
#> ind48 12.553963 8.133895 14.598912 12.463374 9.048291 13.620035
#> ind49 8.365161 8.962265 13.079505 9.753278 11.637471 12.505920
#> ind50 8.298075 12.955674 12.475700 8.076153 9.265494 14.167301
#> ind51 11.359103 8.350374 8.632981 6.309206 11.294778 6.475276
#> ind52 6.752811 11.528556 7.628962 9.054398 7.520124 10.057148
#> ind53 8.775223 10.041640 8.858716 9.424766 9.689354 10.126652
#> ind54 10.867831 8.839732 9.421038 6.914409 12.291595 9.988892
#> ind55 11.211564 8.291885 5.591483 7.911666 7.538951 12.513751
#> ind56 9.814718 6.596641 6.917226 9.512157 7.557911 12.980376
#> ind57 10.132610 9.365023 8.888641 5.692852 8.667388 9.559815
#> ind58 6.056029 7.595151 7.203301 13.434404 10.459260 7.701718
#> ind59 11.427704 6.842840 6.365477 10.350080 11.178152 7.409364
#> ind60 8.950404 9.059777 9.448683 2.760917 8.771021 9.847784
#> ind61 10.930916 9.822775 11.227773 8.914041 9.705600 11.581727
#> ind62 6.699360 9.237543 11.019764 8.114113 10.333399 7.223669
#> ind63 7.734863 9.600425 2.382941 3.298919 9.757346 12.018908
#> ind64 3.428664 9.888070 9.052296 9.839409 9.907687 8.917997
#> ind65 12.566398 9.242241 8.974380 7.246449 7.191884 8.894438
#> ind66 11.223624 8.697983 7.943274 10.619666 8.103042 4.624291
#> ind67 8.890829 10.135311 8.479751 11.707212 6.986231 8.484798
#> ind68 5.970178 12.996891 9.615909 7.042367 10.620499 9.123414
#> ind69 6.753769 10.983912 12.016637 10.323616 12.283573 9.004379
#> ind70 8.096324 8.739237 9.509536 6.837570 10.718800 9.296396
#> ind71 10.870101 9.479195 6.732153 10.170898 10.295174 11.121348
#> ind72 10.606718 5.115899 6.598961 8.728856 8.439264 12.384001
#> ind73 10.667510 7.466907 6.676875 8.370374 9.745480 7.040302
#> ind74 10.437346 12.785798 4.116706 6.548813 5.608976 7.489542
#> ind75 9.224606 11.470499 9.492608 8.141817 8.388094 5.679704
#> ind76 10.552175 10.144844 10.880401 6.542519 8.622781 7.768833
#> ind77 8.421792 10.221127 10.354356 7.019114 9.345866 6.814682
#> ind78 8.587606 10.256831 10.127389 8.974526 9.798663 8.268995
#> ind79 6.995615 11.572717 7.151622 10.980534 7.977898 9.932822
#> ind80 8.663998 10.502202 7.890823 9.337583 8.565602 9.137214
#> ind81 9.892278 10.869996 8.084337 8.374830 13.394767 8.171213
#> ind82 8.209943 11.684903 10.143630 7.650483 12.909402 10.939778
#> ind83 5.735449 8.932473 5.240712 8.614978 8.235993 8.428853
#> ind84 6.697461 8.233028 8.986848 9.178553 9.702563 4.186625
#> ind85 8.311303 8.482465 5.359002 11.632217 9.762581 6.909650
#> ind86 8.513717 10.332269 10.354416 8.748661 10.426909 9.778871
#> ind87 10.538612 9.505208 8.700794 6.468189 11.751320 7.799215
#> ind88 11.948223 8.670869 7.557019 8.354426 9.353222 8.374757
#> ind89 11.867198 11.161974 7.481495 8.353500 7.956930 6.986400
#> ind90 10.425660 7.150540 5.912269 10.099015 10.875261 7.639246
#> ind91 9.811203 8.529194 8.451796 5.129989 6.978462 9.732780
#> ind92 8.201722 8.955481 8.050705 8.933671 9.173054 6.709988
#> ind93 11.260985 8.346620 8.973314 8.718695 10.769197 9.288288
#> ind94 9.959335 8.065929 7.046773 6.430837 9.350128 8.294083
#> ind95 14.447232 8.298374 8.968603 8.039119 10.924904 10.692339
#> ind96 10.407905 9.653353 10.533314 6.044864 7.342091 9.709903
#> ind97 9.722713 10.068025 8.644694 7.978063 8.418572 7.862155
#> ind98 9.253251 7.518818 7.110226 8.074852 12.210922 9.808463
#> ind99 12.004245 7.999630 7.712750 11.741156 7.355943 10.005583
#> ind100 8.869891 8.575630 7.603618 10.624554 9.551962 6.065951
#> comp_id_213 comp_id_214 comp_id_215 comp_id_216 comp_id_217 comp_id_218
#> ind1 14.868952 NA 9.756387 10.134580 9.846749 10.432191
#> ind2 12.035212 13.117748 13.544874 7.830068 NA 11.368847
#> ind3 12.563274 15.992276 10.265431 11.145237 11.637295 NA
#> ind4 13.927876 9.017356 13.114814 7.493264 7.556349 8.678669
#> ind5 8.610068 10.593339 11.514719 7.753978 8.486382 14.523783
#> ind6 13.261654 12.379302 10.500591 12.235986 12.565085 12.585434
#> ind7 8.443996 12.438233 10.403501 12.620484 11.621157 9.571703
#> ind8 10.222197 12.133939 14.591572 14.473398 8.892933 12.799040
#> ind9 8.568192 13.257309 14.603093 7.207768 11.034120 13.824256
#> ind10 9.270825 14.815077 8.744355 16.794202 13.799163 10.999500
#> ind11 12.100585 12.082063 12.809565 10.923318 5.928325 11.975756
#> ind12 16.253931 9.371043 15.526828 7.644061 13.555378 13.897111
#> ind13 10.273964 14.569743 11.053560 11.024721 13.478084 11.974377
#> ind14 10.604975 6.242548 11.558984 10.055015 10.639985 13.516079
#> ind15 11.658201 10.068853 11.139112 11.876017 13.357853 9.922661
#> ind16 8.907334 8.199669 13.114996 10.291308 12.219178 10.162662
#> ind17 10.136277 5.964346 10.539740 11.518687 8.233444 11.320145
#> ind18 12.826731 10.719658 10.412286 11.965469 11.478796 15.402670
#> ind19 10.464160 9.198058 13.277161 10.204703 11.507471 12.521396
#> ind20 9.056446 12.455654 12.405987 9.391721 11.917853 12.480775
#> ind21 12.570027 13.627538 12.093212 10.790406 13.770459 13.630218
#> ind22 8.850905 9.207083 11.110191 6.156122 10.205867 9.500592
#> ind23 13.911146 8.507664 11.324337 11.383645 13.060083 11.930481
#> ind24 11.020679 9.668627 11.025456 11.337706 12.428518 10.640104
#> ind25 11.916684 7.884248 10.584885 13.043515 11.184959 11.492709
#> ind26 12.333331 6.211982 13.748272 7.288607 11.379009 9.488967
#> ind27 8.427486 12.436497 11.912832 12.212550 11.539935 16.040466
#> ind28 14.264015 7.433101 11.138947 5.781963 8.716921 8.484927
#> ind29 15.888569 9.542634 11.410998 9.987285 9.116934 8.194612
#> ind30 11.113927 10.107880 9.710542 12.743300 9.693020 10.610312
#> ind31 14.906296 7.242984 9.237919 11.564297 10.257683 11.812119
#> ind32 11.518974 9.319405 10.708815 10.152121 11.135958 12.160432
#> ind33 11.382255 11.101249 14.815778 7.502898 15.175239 11.410909
#> ind34 10.813368 7.802677 8.444694 12.204975 14.805791 8.793474
#> ind35 9.383158 9.220836 14.186022 9.371077 11.023576 11.605779
#> ind36 9.111522 6.118902 11.775077 9.127957 11.417035 7.828850
#> ind37 11.450372 10.544292 12.242081 8.552895 12.114372 11.800450
#> ind38 9.195319 10.731067 13.477547 9.255376 10.872375 12.239702
#> ind39 15.946276 10.923787 8.726176 5.266506 10.524292 10.123361
#> ind40 9.901535 9.587069 10.298266 12.465319 9.635255 12.725912
#> ind41 14.218847 10.295368 14.518967 9.944096 8.512021 8.799635
#> ind42 13.110723 11.485581 11.957106 11.114711 10.920778 12.301092
#> ind43 9.637712 12.451770 10.637932 8.561659 11.043520 10.053509
#> ind44 8.507093 7.373433 14.376489 13.766087 11.210889 14.319510
#> ind45 11.344416 12.929568 11.964425 11.492234 7.021286 12.877196
#> ind46 11.221641 7.960121 6.908437 8.129550 6.702652 11.565508
#> ind47 7.106149 9.637847 11.335678 9.424864 10.840295 13.390317
#> ind48 11.179218 8.356006 11.010200 12.257779 11.393518 13.500834
#> ind49 15.551499 12.939698 11.426339 11.313947 12.048141 11.164726
#> ind50 12.102054 11.764549 10.339713 11.864220 11.437804 14.212542
#> ind51 10.124680 5.247938 6.748832 10.717283 9.931829 10.671989
#> ind52 11.025084 8.271834 10.510031 10.619161 6.048229 10.449023
#> ind53 9.345052 9.729931 9.935157 7.664959 7.303215 10.246092
#> ind54 9.957821 7.258278 7.374616 9.293090 9.625705 8.617231
#> ind55 10.137004 8.989124 5.615376 9.292200 10.583935 9.900059
#> ind56 10.689443 8.408877 6.710734 9.131403 11.795450 10.071642
#> ind57 12.744616 6.252370 7.354830 6.634577 9.201355 11.022233
#> ind58 8.005467 10.013700 6.838981 5.329802 10.157956 9.198806
#> ind59 9.915134 5.554011 6.069109 11.097454 10.247317 11.654890
#> ind60 12.889516 3.731123 9.801276 10.502326 9.208801 10.216057
#> ind61 9.568718 8.715392 9.969220 7.150298 11.674313 9.836098
#> ind62 11.581232 12.430260 9.269454 9.520821 12.903367 9.971159
#> ind63 10.661100 6.087490 8.737657 11.032541 10.916134 9.340819
#> ind64 9.352907 7.333478 7.484643 10.771617 7.452943 7.106485
#> ind65 11.908073 8.727084 7.028866 12.797487 9.031296 9.945485
#> ind66 11.484456 7.250699 7.244768 9.776702 7.825952 10.190929
#> ind67 12.282407 6.756983 8.671685 5.035942 9.194348 10.531735
#> ind68 8.389910 10.319369 8.277799 11.534513 11.991446 8.929850
#> ind69 9.005647 11.774581 11.758739 7.894327 7.702096 10.731533
#> ind70 7.675448 9.353781 6.939923 8.730765 10.330457 9.941359
#> ind71 13.195707 8.723603 6.116169 6.707597 10.422934 9.362157
#> ind72 11.919851 9.690081 6.935628 7.929588 11.039462 10.869753
#> ind73 9.702068 5.028551 7.187638 10.803914 10.920423 10.548866
#> ind74 11.364782 9.001530 10.121544 9.137130 11.143101 7.221316
#> ind75 11.133020 10.396963 8.221386 5.898181 6.815942 10.446964
#> ind76 8.280072 5.090845 4.969586 7.678017 8.605878 9.037512
#> ind77 5.719175 8.865804 9.093518 10.754925 9.960809 8.436724
#> ind78 6.951779 7.758508 9.318211 7.493046 10.585258 12.516333
#> ind79 8.754494 9.532662 8.219608 7.775810 10.423764 8.025992
#> ind80 10.766676 7.035453 12.475093 7.686493 8.354918 10.828708
#> ind81 8.321007 8.123048 6.865402 10.632482 5.752044 5.936182
#> ind82 7.125232 8.726390 8.906905 9.274347 7.338610 8.801401
#> ind83 8.758438 10.189139 9.188274 8.845747 10.409808 7.951330
#> ind84 6.516889 8.262644 12.648472 7.334099 8.563105 8.651559
#> ind85 10.156391 4.348515 7.213272 8.765323 9.583252 9.401390
#> ind86 9.756367 4.210909 4.672935 7.112101 8.151851 9.766713
#> ind87 10.161052 6.135103 4.672093 7.192712 8.485093 8.230165
#> ind88 10.370877 5.221704 6.561544 7.857535 7.642772 10.474548
#> ind89 14.348854 9.077078 6.762492 8.608348 9.438748 10.510433
#> ind90 10.174357 6.243978 6.988117 9.706323 8.865685 8.439565
#> ind91 9.140171 13.502441 8.625878 7.945404 9.232795 10.536634
#> ind92 11.596518 11.581278 7.505262 5.748635 7.559582 11.637679
#> ind93 7.415819 5.570799 8.218839 8.009686 8.075767 7.700684
#> ind94 10.751576 8.735191 9.142563 8.905781 9.094958 9.450969
#> ind95 10.739211 5.388435 6.404466 8.000830 9.287879 7.896858
#> ind96 9.382090 5.344177 8.569592 9.342993 8.112872 7.271757
#> ind97 8.176344 7.355295 5.504039 6.611659 9.137344 10.762431
#> ind98 8.811561 9.532746 11.330265 7.931991 8.524402 6.411446
#> ind99 9.916018 5.855490 8.250649 6.332097 9.904777 10.416441
#> ind100 10.591853 5.654127 4.785858 6.353254 8.449475 9.408965
#> comp_id_219 comp_id_220 comp_id_221 comp_id_222
#> ind1 14.105003 NA 10.781960 13.425927
#> ind2 11.234391 12.278657 12.673888 10.698946
#> ind3 11.504655 13.828765 NA 11.116973
#> ind4 9.624808 11.958551 11.639367 12.119661
#> ind5 14.910389 12.644402 10.090530 9.202939
#> ind6 12.066497 14.656430 9.972542 11.986103
#> ind7 10.556918 13.980519 11.726431 11.352996
#> ind8 8.968276 10.917771 9.377745 8.834431
#> ind9 8.568412 12.969570 10.556927 13.469356
#> ind10 11.740189 12.025816 13.124848 9.103713
#> ind11 15.041863 14.889797 12.786147 13.883961
#> ind12 7.887281 13.129183 9.383418 11.769676
#> ind13 8.668889 11.839950 9.660051 14.427061
#> ind14 8.716948 10.710955 11.122142 11.690351
#> ind15 10.354283 10.726754 9.597258 9.432684
#> ind16 9.848197 11.692902 10.389641 8.368205
#> ind17 12.428306 10.847096 12.968225 11.984690
#> ind18 11.053106 13.214979 10.795712 8.640014
#> ind19 9.927398 10.822888 9.716927 11.454128
#> ind20 10.286475 14.581472 10.061329 9.486211
#> ind21 10.710969 11.543247 12.013691 13.885745
#> ind22 12.526884 15.510213 9.367954 11.774369
#> ind23 12.574977 12.268318 9.736739 13.176154
#> ind24 12.157631 10.491564 9.000359 10.908959
#> ind25 10.784455 14.555630 11.505472 13.722918
#> ind26 13.941170 11.424935 12.245250 13.362238
#> ind27 9.292840 10.080504 10.434052 9.371789
#> ind28 12.710726 13.578319 10.283698 10.447588
#> ind29 10.624605 11.965731 6.766913 11.956394
#> ind30 11.819816 12.050093 10.845083 11.284104
#> ind31 9.932597 10.755706 7.688175 14.783934
#> ind32 10.052610 13.019074 8.529280 12.321025
#> ind33 11.046544 13.855881 10.747344 9.340402
#> ind34 7.441335 17.043573 10.958746 9.439164
#> ind35 9.870785 10.332443 10.137553 12.257301
#> ind36 9.615147 11.525694 10.888779 11.662516
#> ind37 15.104916 15.399060 9.889058 10.936265
#> ind38 11.543740 12.564261 9.900259 14.109637
#> ind39 10.872052 12.692654 9.572442 10.666442
#> ind40 12.308112 13.076454 10.901196 9.957526
#> ind41 9.054976 8.519701 10.130067 12.814170
#> ind42 11.446570 7.965882 9.017276 11.787027
#> ind43 8.942316 12.307220 10.931049 12.064082
#> ind44 12.033437 11.502284 10.687932 11.823850
#> ind45 17.224991 14.412593 11.460455 14.960505
#> ind46 13.195152 11.904364 9.741345 11.755975
#> ind47 10.907449 12.902469 13.657354 12.400553
#> ind48 14.335524 10.979622 10.182278 14.473919
#> ind49 15.341545 15.464505 11.296043 14.507762
#> ind50 8.262190 8.264182 12.510186 8.655533
#> ind51 9.646824 8.360081 10.360552 11.081264
#> ind52 6.624585 10.566968 9.324335 10.943628
#> ind53 10.485200 8.323198 10.068760 10.183665
#> ind54 9.595763 10.798161 9.494831 8.271101
#> ind55 9.444114 11.337511 10.032326 11.606729
#> ind56 9.468377 11.244890 11.138038 9.685109
#> ind57 8.343753 11.430553 5.759012 10.729926
#> ind58 14.221015 7.576812 5.344486 12.651954
#> ind59 11.411538 10.655326 6.033245 11.924890
#> ind60 8.791199 13.084218 5.585379 10.571955
#> ind61 9.137174 7.337746 13.598383 7.172659
#> ind62 9.966293 8.385706 11.925607 10.057633
#> ind63 9.469231 9.108212 8.021808 9.432702
#> ind64 9.280516 11.938643 10.676252 9.208455
#> ind65 10.035645 9.490108 12.079563 5.812134
#> ind66 6.842935 6.957056 9.185353 7.814539
#> ind67 9.049967 11.071261 5.972425 10.971876
#> ind68 5.817528 8.704090 9.427964 8.713353
#> ind69 9.846601 7.350388 11.185681 10.826990
#> ind70 5.956845 9.428295 7.541942 10.710184
#> ind71 7.798922 9.859572 9.134415 10.288666
#> ind72 12.724115 9.597277 8.248177 8.230666
#> ind73 8.596200 11.549883 9.210184 12.211216
#> ind74 8.847462 6.329696 9.413261 10.390059
#> ind75 10.103526 9.901059 7.436535 10.600096
#> ind76 11.276729 6.643481 5.395237 9.760027
#> ind77 6.273623 11.761432 7.804037 8.266652
#> ind78 10.639590 8.389882 7.315695 4.712305
#> ind79 6.965876 6.540552 7.774415 9.208348
#> ind80 9.870137 7.542635 9.125122 6.654847
#> ind81 11.874987 7.513956 9.212028 7.114322
#> ind82 11.125476 6.581718 9.108688 6.475851
#> ind83 11.815579 4.725139 8.267073 8.067656
#> ind84 7.412611 8.755687 10.616332 9.802693
#> ind85 7.835273 11.457863 5.877475 12.216341
#> ind86 9.376965 7.202311 8.681002 10.312149
#> ind87 9.531937 10.653926 7.394780 7.789806
#> ind88 8.557796 11.442324 5.380788 9.396963
#> ind89 9.032209 8.391408 10.077985 6.375931
#> ind90 7.606318 9.808369 9.864949 11.301683
#> ind91 13.301932 6.992431 6.689402 8.558097
#> ind92 10.993891 10.444165 7.922799 8.157826
#> ind93 8.594307 9.668349 9.910384 7.249058
#> ind94 9.590631 6.252206 7.602036 7.777308
#> ind95 9.352360 7.990165 7.109364 12.381889
#> ind96 10.364595 7.015225 9.856593 5.574219
#> ind97 10.614396 6.858731 7.268095 12.129979
#> ind98 10.802752 9.471558 9.161311 8.446440
#> ind99 10.888361 6.687437 8.653284 7.720041
#> ind100 7.290880 9.974771 8.761803 11.644351
#>
#> , , scaled
#>
#> comp_id_123 comp_id_124 comp_id_125 comp_id_126 comp_id_127 comp_id_128
#> ind1 11.031464 12.495436 NA 6.976256 8.559816 10.397962
#> ind2 10.799323 13.738333 14.385828 10.854710 12.424020 9.887131
#> ind3 11.469142 12.322201 NA 12.287431 8.768468 11.708023
#> ind4 10.448855 7.752219 10.649357 7.776786 12.604741 10.062356
#> ind5 9.236774 11.166760 7.933557 10.040024 8.134009 6.469749
#> ind6 11.951774 13.070842 13.905246 9.882807 9.026278 11.826184
#> ind7 9.337126 9.007520 9.474359 8.274025 10.742845 11.472678
#> ind8 8.040777 9.077768 13.737318 12.031240 10.054208 8.541615
#> ind9 9.588277 8.393011 11.568514 7.860421 11.305008 8.826446
#> ind10 9.524259 9.421736 8.497738 8.373608 5.118562 8.632674
#> ind11 9.885147 14.786659 8.040410 8.892351 13.624823 9.934459
#> ind12 9.881862 10.145796 12.206097 8.435443 7.827944 9.223227
#> ind13 10.191038 13.014605 9.092726 10.932484 11.501048 10.925473
#> ind14 9.487391 10.149801 10.188805 11.602323 9.925259 9.899984
#> ind15 8.040197 9.257678 9.251139 8.656159 9.766902 9.325765
#> ind16 13.336635 10.306436 14.620454 12.501878 10.451522 12.004165
#> ind17 5.914386 10.933450 4.466581 9.739885 5.036109 10.450842
#> ind18 12.036509 14.060900 8.510062 14.820797 10.377646 11.530596
#> ind19 9.780151 9.680515 9.523765 8.886694 11.012651 10.008468
#> ind20 11.111130 8.069573 11.140311 10.476340 13.448537 10.082363
#> ind21 8.965271 11.859691 8.794810 10.772037 9.643523 9.661234
#> ind22 9.035094 11.225533 12.358829 12.758466 10.970624 8.990146
#> ind23 9.292595 7.508694 7.309784 9.375007 9.443203 8.058925
#> ind24 8.741009 8.379551 5.527691 6.912946 11.048029 8.533810
#> ind25 6.945566 9.896580 10.425607 8.591791 8.509945 11.691557
#> ind26 11.197129 7.899086 10.296741 12.529377 9.157691 11.132724
#> ind27 10.171202 9.218873 6.763779 9.149852 9.100263 11.676440
#> ind28 9.139563 7.657901 6.290684 10.403849 10.089725 7.939957
#> ind29 10.773855 7.483370 9.345794 7.038767 11.084888 8.980374
#> ind30 10.819434 15.453508 12.556487 11.499860 10.836738 11.242535
#> ind31 9.687461 11.638251 7.517721 7.238642 8.414442 10.185024
#> ind32 8.597868 8.905889 7.791104 5.306399 8.469211 10.676695
#> ind33 7.487773 9.253420 8.092451 3.043605 9.108522 10.205943
#> ind34 9.856744 10.570120 9.178486 10.479802 8.455052 12.200033
#> ind35 8.466690 12.229195 10.350835 11.930801 8.420091 10.646671
#> ind36 9.144921 9.547568 5.028897 9.527751 9.527369 10.671885
#> ind37 7.922765 12.024301 15.874366 9.967082 9.200768 12.298708
#> ind38 10.304181 8.272077 8.840850 9.169323 11.293520 7.031014
#> ind39 5.383257 12.168134 6.945888 11.119043 7.712172 9.853260
#> ind40 9.806599 10.213716 8.344087 10.779102 10.151246 8.945095
#> ind41 9.510247 8.684662 11.919765 11.424479 13.981262 10.233529
#> ind42 6.785126 8.469562 11.419765 10.792200 8.913159 10.861676
#> ind43 6.789588 8.555275 7.364339 10.673828 9.094765 7.243455
#> ind44 9.247905 9.346101 10.006589 10.183545 9.601802 11.281708
#> ind45 10.840405 15.158160 9.407171 8.460720 12.685943 9.263789
#> ind46 9.579919 10.279546 7.738339 10.786662 8.867217 12.035997
#> ind47 12.569774 8.461312 8.312711 12.376874 6.805772 5.777582
#> ind48 10.934333 12.512781 6.414889 9.146389 9.838042 11.313188
#> ind49 5.814179 7.881708 8.697635 7.692232 9.310000 7.899755
#> ind50 11.336182 11.495411 8.985804 11.220151 11.198829 7.764427
#> ind51 10.762363 14.389443 8.847607 10.694553 9.641367 14.338737
#> ind52 22.784543 14.504890 9.801389 8.821731 11.425746 8.816633
#> ind53 19.054377 17.973524 9.856864 9.242549 9.245437 9.730583
#> ind54 13.788434 17.107258 11.542952 9.595428 13.357765 10.232954
#> ind55 15.542282 11.480137 11.039854 11.710032 8.255219 10.940461
#> ind56 11.243031 17.747471 7.144817 8.993961 11.958323 6.924108
#> ind57 9.958584 10.946409 7.491228 11.181157 11.600483 7.985949
#> ind58 11.211026 18.491906 9.773889 6.767267 14.737442 6.821077
#> ind59 13.611234 10.644067 10.118750 11.204120 10.770962 8.317061
#> ind60 16.979323 18.212082 8.716499 10.969012 11.070549 10.220876
#> ind61 14.361220 16.789160 12.229341 7.827335 13.217512 9.847433
#> ind62 24.241926 10.616000 9.903358 14.974381 9.199723 7.711228
#> ind63 13.024270 16.212297 9.757567 11.407200 14.006734 9.833003
#> ind64 16.061642 12.117587 13.528366 8.989694 10.765063 13.812137
#> ind65 12.423048 13.617077 11.579013 12.764391 9.726429 9.527950
#> ind66 7.824872 11.330466 10.068932 8.391765 8.959891 12.454410
#> ind67 20.890557 8.322616 7.033315 10.309542 9.472015 6.011510
#> ind68 17.611025 14.866830 12.353269 12.689635 7.110176 9.539715
#> ind69 18.383366 17.342031 8.769404 11.181469 11.957445 7.000722
#> ind70 17.475503 15.627220 7.968233 10.665093 10.308364 12.024813
#> ind71 24.721531 8.957052 10.032775 14.455243 7.762321 7.717583
#> ind72 19.544732 15.367114 11.010467 12.337998 11.531685 8.341123
#> ind73 16.499607 11.678907 8.014357 9.570792 6.426560 11.716846
#> ind74 9.559012 17.442033 9.776844 9.878837 9.393437 10.296398
#> ind75 13.241237 13.567866 10.478434 11.691220 10.957160 8.015483
#> ind76 13.152306 12.457701 7.480955 9.332937 11.182259 10.900856
#> ind77 10.901308 16.375495 6.314366 10.380581 11.537076 9.538934
#> ind78 17.845391 17.776885 11.891343 7.606746 8.116390 13.419868
#> ind79 12.862833 20.377060 10.860612 7.382942 9.573646 10.019634
#> ind80 13.151916 17.706299 9.904306 8.752302 12.280551 10.351977
#> ind81 14.551277 15.017732 10.471692 9.286266 14.384684 9.332092
#> ind82 18.855078 17.378950 10.364235 8.534438 14.244360 10.372499
#> ind83 6.997224 12.524357 8.016851 5.890819 13.703452 10.404325
#> ind84 16.477313 9.629817 8.162462 9.905562 12.000718 12.520530
#> ind85 22.064913 17.646196 8.765874 10.745720 13.264710 10.918528
#> ind86 10.227723 14.080879 7.824500 9.817854 11.958402 7.986222
#> ind87 12.130652 12.445362 11.813604 13.090110 11.554692 6.502097
#> ind88 11.151701 24.665361 10.075571 7.676387 13.993096 9.601196
#> ind89 15.683084 18.054552 11.785001 12.167412 8.885961 9.136625
#> ind90 14.655705 8.323373 4.923532 10.450630 12.114155 10.991222
#> ind91 12.791367 14.490983 8.105515 9.454354 11.607356 10.445718
#> ind92 12.078014 14.571756 10.706328 11.402640 10.325104 7.600803
#> ind93 20.807650 16.432375 7.659321 4.922971 9.775869 7.794609
#> ind94 19.466105 21.588286 6.570596 9.072344 11.759818 10.346540
#> ind95 19.803324 10.861234 11.472121 13.286691 9.673341 9.069111
#> ind96 14.158774 14.824739 14.219846 6.647555 12.403116 7.721506
#> ind97 16.711271 15.010560 8.215987 10.410032 9.128093 10.279291
#> ind98 10.574460 15.637964 12.790939 12.055262 9.742820 8.692874
#> ind99 15.710871 14.499330 8.377500 10.539204 13.212361 7.782355
#> ind100 16.302741 15.296691 9.222099 12.070075 12.325948 12.859892
#> comp_id_129 comp_id_130 comp_id_131 comp_id_132 comp_id_133 comp_id_134
#> ind1 10.899624 11.685586 NA 9.536181 12.029431 8.739588
#> ind2 9.700958 9.811846 NA 9.041283 11.393484 NA
#> ind3 9.507146 9.512675 NA 9.859401 10.212771 9.362325
#> ind4 7.939032 11.459229 6.803565 9.258854 10.366592 9.987595
#> ind5 12.310896 10.534045 NA 11.555227 11.012591 12.523100
#> ind6 7.716937 10.107467 12.783222 10.777504 10.694291 6.890865
#> ind7 9.383313 8.636877 7.104983 11.228250 13.955604 8.891932
#> ind8 10.494006 12.153409 NA 8.600051 9.925348 7.953028
#> ind9 9.112181 11.894970 9.636229 8.800678 9.097725 11.495778
#> ind10 13.309842 9.693818 7.351786 10.271714 7.503808 11.527450
#> ind11 11.921682 11.658689 NA 10.320828 12.449950 9.864149
#> ind12 6.169789 9.857214 NA 12.550578 10.950591 12.410311
#> ind13 5.243594 7.829066 9.522062 11.451469 10.153010 13.452854
#> ind14 11.686942 13.029676 8.062048 11.622938 7.865214 8.585975
#> ind15 8.235084 8.129353 7.927689 14.763458 12.661713 11.938611
#> ind16 12.535743 7.049558 NA 12.474598 12.202810 9.706702
#> ind17 11.393743 9.890735 7.161592 10.884720 11.136865 10.666941
#> ind18 11.901789 14.725651 NA 11.573661 14.064495 10.926314
#> ind19 10.680915 10.146764 8.018273 12.820793 11.927308 10.628273
#> ind20 10.127558 11.067431 6.435472 10.071584 10.795844 9.860836
#> ind21 8.134017 8.678082 12.374038 11.908310 12.295668 10.177381
#> ind22 9.445641 8.427328 NA 10.219725 6.372993 10.146709
#> ind23 7.572826 12.892806 8.749950 13.057841 10.498353 12.192705
#> ind24 6.759337 10.364750 9.079487 11.146360 7.845285 9.649967
#> ind25 12.185704 8.391149 8.268621 9.451966 11.313255 10.208499
#> ind26 6.525884 12.932881 9.098174 8.983630 9.278031 8.125756
#> ind27 9.935789 5.996291 NA 8.522516 9.829908 11.260932
#> ind28 12.671202 11.210207 NA 14.311194 14.712575 10.482660
#> ind29 13.778847 10.323424 10.182284 11.350761 12.071320 8.341731
#> ind30 12.005709 7.736912 6.569120 8.083397 8.983278 10.195038
#> ind31 11.647736 8.338120 8.198254 10.873173 12.751512 12.633607
#> ind32 11.214590 10.498482 9.231710 7.512497 12.184433 10.047327
#> ind33 13.293811 9.767458 7.654512 11.954038 11.207478 9.207849
#> ind34 9.242048 9.912564 11.035756 10.043928 12.037529 7.567902
#> ind35 9.036016 11.235561 10.109937 8.658860 9.056520 12.196335
#> ind36 9.766025 9.653929 NA 10.824001 14.560410 7.496021
#> ind37 10.608027 12.345420 NA 11.028278 9.580119 8.489847
#> ind38 10.284803 12.951119 7.699556 10.923084 13.194157 12.707576
#> ind39 9.102759 10.883727 5.908935 11.285083 12.137165 8.007908
#> ind40 11.235271 9.767498 9.427703 9.802811 9.395071 11.855113
#> ind41 7.182658 11.389908 10.436949 9.273954 8.068239 10.800043
#> ind42 11.388233 10.247995 NA 12.306294 5.800482 12.209352
#> ind43 10.626147 11.347504 NA 8.962914 10.811698 12.219172
#> ind44 12.315798 10.458659 10.413476 12.041191 14.154570 9.740102
#> ind45 13.159821 13.311670 12.870584 10.563646 13.628345 9.117517
#> ind46 11.147503 10.886966 NA 12.708995 12.997006 11.481252
#> ind47 8.287034 14.122832 9.420137 11.629091 13.164495 13.320241
#> ind48 8.890070 15.142104 NA 8.484599 10.960446 8.922351
#> ind49 8.458450 12.813420 8.916730 9.662166 11.020139 9.630195
#> ind50 9.973076 7.655175 8.189960 8.688930 12.651030 8.243789
#> ind51 11.878698 8.475722 7.202477 9.981213 9.949699 8.664427
#> ind52 8.289800 10.803226 NA 10.210439 13.154838 9.076295
#> ind53 10.874925 7.485341 8.771514 9.913971 11.410675 8.330607
#> ind54 10.824565 11.944208 8.201092 8.836273 5.415363 8.107351
#> ind55 10.288147 10.970189 9.678118 10.946860 8.897045 9.006194
#> ind56 12.146145 10.165228 12.342233 10.507862 11.756198 11.936991
#> ind57 11.079657 9.684958 8.793962 10.541769 6.236532 7.116202
#> ind58 10.944792 9.984092 NA 10.326651 11.071867 8.759999
#> ind59 9.931198 9.591287 9.779365 11.092156 11.382869 8.501891
#> ind60 9.185357 8.024259 5.862932 8.833509 3.783250 9.083405
#> ind61 11.567161 10.528560 7.779988 10.739973 9.025037 9.662204
#> ind62 12.976160 9.995534 12.581961 10.123284 12.327277 8.760188
#> ind63 10.140091 10.414184 9.772688 11.277921 7.325878 9.981945
#> ind64 10.602606 13.180979 11.399946 8.494763 9.772813 7.240431
#> ind65 8.904465 7.543766 NA 9.989897 9.612945 13.756233
#> ind66 6.396801 9.804317 NA 10.865105 10.163525 8.735550
#> ind67 8.226354 13.154214 11.145219 11.499645 8.622512 8.142423
#> ind68 8.620911 6.990477 8.697049 8.413457 10.794358 6.817583
#> ind69 10.284992 10.037212 9.436805 11.563593 8.336095 10.611048
#> ind70 6.856999 8.758920 6.468189 11.017658 10.497689 10.767896
#> ind71 10.782883 8.467004 10.443200 11.281078 8.009749 9.229976
#> ind72 8.129741 15.090723 9.880034 15.060622 12.128148 10.438844
#> ind73 9.914648 7.673116 7.521529 13.375477 10.072228 10.747829
#> ind74 12.494440 8.150500 7.280930 11.837862 8.192507 11.180306
#> ind75 8.911919 5.035532 12.667727 10.875094 7.638701 7.549081
#> ind76 8.454320 10.818238 11.073278 9.369902 9.398649 9.237998
#> ind77 8.778038 10.661591 NA 11.360192 11.681201 6.737077
#> ind78 9.763070 12.906657 10.810077 8.302363 8.055532 8.020220
#> ind79 9.605244 9.288095 7.071882 9.185001 7.644348 6.806950
#> ind80 8.962516 7.833273 11.830449 10.485264 9.121028 9.499076
#> ind81 9.121791 9.408494 NA 12.766032 13.904401 11.784599
#> ind82 11.215446 10.839046 9.452708 9.589049 6.612381 9.532343
#> ind83 9.019222 10.725526 NA 12.412190 6.829790 8.351095
#> ind84 12.690671 10.570885 11.279600 12.088888 8.740018 7.779484
#> ind85 8.334030 12.502830 8.081045 7.551118 10.074606 8.223209
#> ind86 8.242058 14.118574 7.469401 10.872669 13.764364 11.955642
#> ind87 11.241482 9.516814 11.100236 9.585218 10.644095 10.431169
#> ind88 8.682628 8.467616 7.746741 9.247144 6.329512 8.086123
#> ind89 10.575893 8.948984 12.085904 12.610420 10.361359 10.409269
#> ind90 12.460428 8.590371 NA 12.000491 9.701992 8.481752
#> ind91 12.062031 11.729684 8.757522 10.779638 10.852487 7.648406
#> ind92 4.954149 6.899332 11.895060 12.787193 8.381952 4.923612
#> ind93 7.873125 10.663153 7.543401 10.618722 12.031994 14.378946
#> ind94 10.579676 11.274393 NA 11.252491 8.503626 11.459525
#> ind95 11.322825 14.407820 9.898474 9.412619 9.395380 9.829304
#> ind96 9.334733 12.447655 NA 6.767872 9.536971 8.781900
#> ind97 11.835086 9.452973 NA 7.099878 11.401361 6.767670
#> ind98 7.495043 9.391826 10.877714 7.447798 10.964228 13.164916
#> ind99 10.490141 13.882470 8.041389 11.516316 9.689696 7.133132
#> ind100 8.611246 13.029065 8.879916 9.969554 9.416289 8.841734
#> comp_id_135 comp_id_136 comp_id_137 comp_id_138 comp_id_139 comp_id_140
#> ind1 7.927847 11.190071 9.366984 11.394592 10.711164 NA
#> ind2 9.076409 9.242452 9.231640 7.262462 10.319619 7.973462
#> ind3 12.278999 8.396558 NA 11.459060 7.453987 10.506341
#> ind4 8.264073 9.848475 9.759158 10.196995 13.262089 9.802574
#> ind5 9.880676 10.240667 10.795428 9.822672 13.667106 14.546678
#> ind6 11.058837 9.553450 11.798762 11.231996 10.362110 11.455780
#> ind7 8.258213 10.129945 9.584776 11.557549 9.007304 9.917330
#> ind8 9.575485 11.739244 8.342755 5.979280 7.844726 8.670644
#> ind9 7.266028 12.703802 11.525058 8.783315 9.943959 10.427859
#> ind10 9.966810 10.665183 7.309684 11.649036 10.588838 8.744863
#> ind11 7.275374 9.530696 8.126876 8.773806 12.418897 7.177851
#> ind12 10.499798 9.319576 9.979376 15.239801 13.914186 11.725920
#> ind13 8.713259 12.498185 11.138268 8.400298 6.678282 11.095816
#> ind14 8.524028 9.804379 8.899509 12.222094 10.937995 11.560730
#> ind15 12.383563 7.952222 11.156818 16.013265 11.665323 12.306751
#> ind16 10.397231 12.156815 10.201925 8.648797 10.801573 10.331048
#> ind17 9.267054 7.230876 12.390530 10.417482 13.847395 10.068492
#> ind18 12.613070 8.880252 8.817938 8.985416 9.563397 5.787823
#> ind19 7.001730 10.990239 11.677623 10.829970 12.918766 12.355642
#> ind20 8.961095 7.789828 7.273318 9.403624 11.005627 12.223956
#> ind21 5.021701 11.651236 7.699407 10.209406 13.209627 6.402183
#> ind22 11.743791 6.630699 9.670824 9.563851 13.091210 11.879221
#> ind23 10.226388 11.393853 7.817676 8.055076 9.575327 9.085809
#> ind24 8.229140 10.582072 9.303356 8.171432 9.823975 11.676934
#> ind25 10.120937 10.194985 13.071629 9.542183 11.467373 14.003241
#> ind26 10.156541 8.396524 4.410541 10.667992 11.514822 7.623187
#> ind27 9.667730 10.273980 9.734261 11.588383 12.710864 14.013350
#> ind28 11.067396 12.180191 7.949661 11.689105 11.969423 10.057761
#> ind29 10.907665 11.128730 6.900794 5.133474 10.124444 9.006460
#> ind30 9.029347 10.624415 7.627120 9.474642 11.446755 10.612153
#> ind31 8.803108 7.764990 8.654714 7.711672 16.952200 10.068881
#> ind32 9.377121 12.197833 11.990662 10.501280 14.745086 10.341794
#> ind33 11.211029 9.748336 7.414883 11.170198 17.265833 11.630270
#> ind34 10.908323 10.863536 10.598642 12.674725 11.013628 9.546334
#> ind35 9.609970 9.307438 7.648948 11.382108 13.033482 8.987764
#> ind36 8.284898 9.093983 9.351362 8.888282 12.024131 11.167895
#> ind37 13.906029 8.345834 13.335981 7.542629 10.437065 13.872226
#> ind38 6.550065 10.532853 10.033331 12.121325 13.233791 9.685924
#> ind39 11.045741 11.755081 7.887052 10.001264 12.835696 9.498474
#> ind40 9.659243 8.410241 8.802324 8.026437 15.449563 9.187906
#> ind41 11.921102 10.180096 11.245773 7.936607 11.308165 11.131513
#> ind42 7.261870 9.420071 10.848122 9.450675 9.877690 8.391348
#> ind43 8.149484 9.772155 9.421947 10.920113 12.124042 12.169906
#> ind44 10.595464 8.118267 12.277203 8.133123 8.703017 12.277401
#> ind45 7.715927 9.871183 8.192486 7.707854 11.916419 7.810092
#> ind46 10.887727 9.309577 8.218906 6.935200 12.256831 9.304325
#> ind47 4.858108 8.324888 7.724461 9.022537 10.762409 10.323969
#> ind48 10.261772 9.627329 6.596865 10.284409 12.856625 7.822423
#> ind49 10.780438 10.340127 8.796197 9.136817 13.243430 7.434816
#> ind50 10.541498 9.108187 6.009665 10.217163 8.498557 8.945249
#> ind51 10.893431 9.792816 8.651245 9.280950 6.870959 10.826763
#> ind52 9.624244 10.639967 11.151220 11.227766 8.757105 11.331901
#> ind53 8.918672 6.132059 8.399726 10.104566 9.273253 11.613566
#> ind54 10.798402 11.023735 7.974507 8.633215 12.203001 8.618301
#> ind55 12.412085 7.985696 7.507988 8.061857 12.285699 11.414543
#> ind56 11.433649 12.574015 9.929583 6.937548 8.132767 7.142857
#> ind57 9.514974 10.226762 6.700126 8.560080 9.357320 11.114010
#> ind58 11.291393 11.422049 9.613500 7.183071 12.840246 8.134623
#> ind59 7.599654 9.899076 10.501250 6.445358 8.294983 11.294583
#> ind60 9.914617 9.333520 7.424913 6.850419 8.216689 9.382225
#> ind61 8.457093 10.326641 10.115127 7.869439 12.566791 12.436796
#> ind62 6.559599 8.977043 8.788392 6.652011 9.817831 8.052293
#> ind63 7.420332 14.217935 12.540653 11.047834 10.367225 10.945986
#> ind64 9.479599 10.205269 9.750726 12.174248 7.269169 10.734845
#> ind65 7.532738 8.695950 10.169732 9.448228 10.504589 11.099313
#> ind66 6.857497 10.785122 9.718818 9.131895 7.762480 11.879441
#> ind67 8.144706 13.264841 9.021082 8.179512 9.037311 11.806780
#> ind68 7.335190 11.043216 9.034193 11.227039 11.739370 11.911155
#> ind69 6.560646 8.884195 7.859823 7.383554 9.063719 8.080356
#> ind70 9.821256 8.459314 9.310420 3.044143 10.031792 10.121014
#> ind71 11.064195 8.724340 7.145007 8.216714 11.793099 11.141675
#> ind72 7.955092 10.843772 8.818618 7.424275 12.157276 10.014418
#> ind73 7.465350 12.059703 10.288600 10.972568 9.173359 10.034557
#> ind74 7.986977 10.379490 7.837839 12.764658 10.175848 12.093373
#> ind75 8.094695 9.777601 10.346333 6.270059 8.103482 11.731526
#> ind76 8.413075 9.834439 9.745839 10.311995 11.424081 10.047048
#> ind77 7.543333 10.339073 9.043879 8.897703 8.619423 9.883937
#> ind78 9.334173 9.377172 7.698577 7.656672 10.207240 15.375638
#> ind79 11.648906 11.639226 8.296931 9.520514 6.795322 11.029166
#> ind80 11.093348 6.892124 11.006210 6.285838 7.403414 8.974327
#> ind81 10.961936 14.017782 14.628908 8.729592 11.919050 11.611531
#> ind82 10.396016 10.946847 8.573822 9.929875 11.087698 8.883622
#> ind83 10.380493 11.022862 8.158524 8.753056 9.371472 9.375448
#> ind84 10.361426 8.458076 8.174851 9.293798 6.974175 6.867406
#> ind85 9.525200 12.204948 10.732690 9.840211 8.426615 9.981486
#> ind86 12.156333 9.594169 11.314963 5.082189 9.535186 13.266174
#> ind87 7.816972 9.380924 10.706236 4.867448 10.874482 10.211266
#> ind88 9.818083 8.308557 9.272614 7.057406 6.923429 9.849290
#> ind89 5.868200 9.283583 8.717139 7.059071 11.118311 11.162673
#> ind90 11.152483 10.289180 11.096305 7.788954 8.045354 9.905938
#> ind91 6.670914 10.562646 9.862794 7.432121 9.002959 10.048802
#> ind92 5.824775 8.453492 12.183100 7.236925 8.133574 13.822207
#> ind93 8.636592 8.921120 5.219546 8.616766 13.422525 13.803392
#> ind94 8.890939 15.720434 10.392141 9.653756 11.886860 9.914902
#> ind95 10.395047 10.942385 8.262133 8.847198 10.742854 10.213249
#> ind96 10.140202 12.376651 11.023144 8.836058 9.314963 7.511495
#> ind97 6.826914 10.548375 7.823361 7.038824 8.276825 13.318966
#> ind98 8.318946 9.825970 10.344477 9.863340 13.714161 10.454891
#> ind99 7.572130 11.315950 10.170696 7.276035 8.077354 11.197424
#> ind100 9.374098 12.014221 8.938861 10.579779 7.371919 10.006478
#> comp_id_141 comp_id_142 comp_id_143 comp_id_144 comp_id_145 comp_id_146
#> ind1 9.775060 7.825062 13.071847 NA NA NA
#> ind2 8.939937 7.607289 7.444527 10.332001 8.294495 8.248856
#> ind3 NA 14.426165 NA 9.884962 7.249838 9.728099
#> ind4 11.036629 9.827380 9.028521 10.025385 6.568339 13.214728
#> ind5 12.057467 10.490063 9.543058 8.822985 10.757118 9.908619
#> ind6 8.455621 14.538330 4.690883 9.772793 8.359757 9.931378
#> ind7 10.175238 9.854157 11.511725 11.331475 11.841896 9.680851
#> ind8 9.687894 7.966986 9.315349 10.374786 7.466767 10.883999
#> ind9 6.539640 9.358611 9.301454 7.952663 10.167133 7.621559
#> ind10 9.744812 7.307456 11.189955 10.974625 8.414172 9.988480
#> ind11 7.288618 12.624429 10.429838 8.197612 9.909612 8.644151
#> ind12 4.867591 9.715456 8.731784 11.684393 10.370012 11.444679
#> ind13 9.092671 10.986089 9.488107 9.728204 10.288562 8.951601
#> ind14 10.946048 12.131867 13.536574 7.404460 11.568569 12.708205
#> ind15 9.922229 11.890094 8.724631 12.342103 9.852880 9.419855
#> ind16 11.748850 8.335081 7.027854 11.211758 7.868507 12.023737
#> ind17 8.064000 9.717423 12.738021 9.246370 10.541220 11.493214
#> ind18 10.305092 11.913187 12.387034 11.458238 10.848907 10.173579
#> ind19 12.170600 11.059855 8.688637 10.932597 11.404614 10.284330
#> ind20 8.357020 14.668538 13.099836 10.934265 7.349945 14.197063
#> ind21 5.372160 10.148931 11.038267 10.713189 8.747757 10.210989
#> ind22 9.689327 9.778053 6.932722 7.755424 10.554981 8.656857
#> ind23 7.141575 12.427140 11.234325 10.653918 10.086914 9.839182
#> ind24 10.888875 9.578806 9.028849 9.554831 13.096211 9.885007
#> ind25 11.275990 11.480171 6.101701 11.327301 13.268836 10.425752
#> ind26 10.622192 7.973073 8.879184 11.279281 8.879635 11.620643
#> ind27 11.634495 9.166931 8.546372 7.190904 11.102276 10.613096
#> ind28 11.138887 7.960112 11.908255 9.734988 5.275664 8.937768
#> ind29 7.372233 10.101393 8.552799 9.098243 7.466704 10.232593
#> ind30 8.394066 9.546697 11.412577 9.507042 9.729343 11.191445
#> ind31 8.386118 9.255572 10.676308 8.379324 10.829294 6.436568
#> ind32 11.206995 8.803634 10.893193 6.638363 12.221893 10.557986
#> ind33 10.163194 10.107588 5.233217 6.563412 12.475113 8.151727
#> ind34 9.879321 14.176564 10.250541 11.227798 9.748248 11.667443
#> ind35 7.435870 10.610027 11.714998 12.652325 7.697573 9.238302
#> ind36 9.935525 8.537251 11.771057 12.651277 9.769881 10.312605
#> ind37 7.156445 15.680050 8.918675 8.270680 10.630433 10.796624
#> ind38 6.618854 8.901521 10.615483 7.683694 6.687834 6.739382
#> ind39 10.312118 10.644063 12.485791 10.313463 9.995449 11.701591
#> ind40 9.461978 7.929390 9.710159 10.532688 12.954198 8.812773
#> ind41 9.564471 12.306438 7.099262 11.739540 8.566848 12.237059
#> ind42 11.322807 9.052306 10.466691 7.543269 8.462909 9.981806
#> ind43 7.290788 7.107717 9.679801 12.505701 8.110533 9.406565
#> ind44 7.241451 8.880530 13.058811 9.672548 11.914040 10.864791
#> ind45 8.195789 11.666709 9.225836 10.440461 9.933354 8.081946
#> ind46 11.473757 9.123216 13.444305 7.823603 10.679297 9.754866
#> ind47 7.362680 9.292714 10.850727 10.467059 8.638962 6.216351
#> ind48 11.618256 8.705704 9.192484 11.367606 8.839113 9.700080
#> ind49 10.751385 9.460667 8.151243 8.044208 10.256791 9.881193
#> ind50 9.253068 8.687628 8.022539 9.379222 6.685682 10.754816
#> ind51 11.228520 10.830846 11.900788 9.190072 12.687042 9.923480
#> ind52 11.046745 10.572193 12.659870 7.658712 12.036502 8.996474
#> ind53 10.568571 10.208687 12.149200 10.249779 11.503146 10.928900
#> ind54 10.996538 7.236982 12.097012 8.002786 9.131002 3.430980
#> ind55 10.957639 9.302638 10.976096 12.207939 11.901774 11.489192
#> ind56 9.861963 6.357786 9.820843 11.626077 12.996640 6.138096
#> ind57 9.803040 11.784639 15.029382 10.855633 10.846672 11.775995
#> ind58 9.305649 11.317258 9.090567 13.283016 9.090457 9.150198
#> ind59 5.497917 9.546711 11.564952 11.337867 10.120768 10.003882
#> ind60 8.137587 11.092043 13.448048 11.703332 12.150207 10.878724
#> ind61 10.438851 8.474687 6.250993 9.294449 11.060272 6.648248
#> ind62 8.830767 9.566188 10.338367 8.021405 9.618179 9.911424
#> ind63 10.765451 11.991406 11.498819 8.577371 11.077494 6.517008
#> ind64 10.422657 11.630262 10.297197 4.888351 11.940692 12.952535
#> ind65 11.754766 6.647290 13.015804 7.515308 13.795630 7.107452
#> ind66 12.809213 9.954909 10.648017 12.749620 10.862336 9.296546
#> ind67 12.036142 10.296060 15.152306 7.985099 12.582132 10.635679
#> ind68 8.595916 9.063225 13.075150 10.643176 11.741412 10.653596
#> ind69 8.729458 9.148855 9.690706 9.037843 9.171866 10.346650
#> ind70 7.195855 9.283897 10.360634 13.748140 10.654143 9.695356
#> ind71 10.323407 8.377912 12.657093 9.894830 15.264451 9.723820
#> ind72 10.171578 10.483860 10.611797 8.944084 10.340268 8.956231
#> ind73 7.395886 9.561001 13.504578 13.181337 10.472276 7.460991
#> ind74 13.622367 10.567528 9.809956 7.808895 11.936212 8.150694
#> ind75 9.940942 6.802711 9.942182 15.477113 11.067439 9.436359
#> ind76 8.606084 8.683343 12.614484 7.950367 9.903998 9.994661
#> ind77 10.790059 8.518401 13.162950 9.964649 10.465800 8.877113
#> ind78 10.958462 12.186456 8.703052 7.648140 12.392080 9.872859
#> ind79 9.553649 9.363052 11.236232 11.335884 11.741181 8.562894
#> ind80 10.370753 8.801219 11.978344 11.558960 13.283831 10.665274
#> ind81 11.581070 13.684616 11.805767 9.058986 9.808781 8.336704
#> ind82 13.413620 7.487500 10.373637 6.825197 7.857669 3.469243
#> ind83 6.678643 8.642333 10.035663 8.993097 9.099231 14.309493
#> ind84 8.523341 16.026606 8.365698 9.679326 8.359716 10.460593
#> ind85 8.191365 10.182190 11.816124 12.173873 9.662426 13.759482
#> ind86 10.886593 10.651809 7.795814 11.870972 6.114174 15.121923
#> ind87 10.252663 6.716798 6.746393 11.999544 8.958529 9.822524
#> ind88 7.529777 11.777324 12.956693 13.801723 7.865475 10.744922
#> ind89 10.296321 9.388229 9.575197 7.590741 12.290485 9.439325
#> ind90 9.156411 11.067726 9.609562 11.976613 9.841509 11.194092
#> ind91 9.455677 10.595023 12.208180 8.679221 11.864731 7.289906
#> ind92 8.864662 7.246742 11.211678 14.551461 11.706682 9.158562
#> ind93 10.316057 10.188204 8.576324 11.488349 8.007418 10.158073
#> ind94 9.473189 9.984976 11.072001 8.470280 9.352164 6.261898
#> ind95 10.516061 7.874386 13.274320 11.506204 13.142316 11.674067
#> ind96 9.901993 8.895624 8.910559 8.510870 11.130253 9.307505
#> ind97 9.219675 12.897499 7.184084 11.733270 10.237884 11.635930
#> ind98 9.215774 12.528113 9.764862 9.208834 11.205837 9.608863
#> ind99 12.453325 11.543608 11.081052 5.971203 11.346226 9.928087
#> ind100 8.632899 11.788368 12.643360 10.905353 7.766434 11.662524
#> comp_id_147 comp_id_148 comp_id_149 comp_id_150 comp_id_151 comp_id_152
#> ind1 NA NA NA NA 10.741781 12.196919
#> ind2 8.354632 8.463967 5.290856 10.191696 12.598485 9.535226
#> ind3 7.968264 NA 4.764120 8.914866 8.189469 12.137913
#> ind4 7.266117 12.996935 9.941527 11.552139 15.079277 7.166030
#> ind5 9.819924 12.284323 10.221362 6.952641 8.748169 12.368814
#> ind6 8.266235 10.580790 5.445227 10.252753 8.354419 11.228175
#> ind7 11.506019 9.358219 7.652178 9.943575 11.900673 10.536628
#> ind8 12.001984 6.656406 11.470338 8.082905 6.898329 9.052870
#> ind9 14.768303 9.614171 9.090070 11.546976 11.114722 12.276608
#> ind10 13.508077 9.331841 5.761569 8.791362 9.553604 10.260378
#> ind11 10.965338 11.194796 8.234896 9.074509 10.921178 8.495259
#> ind12 7.878792 8.090826 7.947114 11.965474 10.821349 6.820094
#> ind13 8.910316 10.026529 11.352232 10.138452 8.460075 11.419132
#> ind14 10.936434 9.613095 13.301882 10.501506 11.216073 10.404692
#> ind15 9.960291 13.114628 8.514953 7.832422 6.265311 8.645523
#> ind16 11.173822 14.755671 11.185536 10.700862 11.503419 12.019271
#> ind17 12.942936 11.642667 8.616803 10.253510 11.623353 12.184056
#> ind18 9.576744 9.054435 8.137579 7.274496 11.146776 10.542592
#> ind19 11.906454 12.667761 10.671589 9.039010 12.575190 13.385725
#> ind20 11.111441 9.545749 12.023713 11.308088 7.515881 12.651448
#> ind21 10.735724 10.525292 8.475027 9.788626 10.639779 10.327746
#> ind22 7.295863 12.245465 11.229445 6.676576 8.255930 11.358503
#> ind23 5.916647 8.116064 13.776030 7.718132 10.362283 7.813485
#> ind24 8.232328 9.185622 11.546831 11.106435 11.673759 8.059668
#> ind25 10.267063 11.841378 8.599431 8.822893 9.777852 9.321889
#> ind26 5.710626 8.748720 13.422309 7.150640 10.207170 8.329121
#> ind27 10.480174 11.607385 9.309955 7.381272 9.620636 9.942131
#> ind28 12.205695 12.667860 11.015726 9.227112 11.765902 8.298904
#> ind29 12.511861 11.793515 10.136326 9.133201 8.024446 5.757638
#> ind30 11.688955 11.454400 9.734495 8.393047 10.634061 13.105158
#> ind31 7.390604 12.341029 8.743995 6.620021 9.403004 9.570059
#> ind32 9.347941 11.945861 11.960211 9.325976 10.197977 10.580831
#> ind33 8.284290 10.361173 8.338328 7.664156 11.943575 9.605479
#> ind34 10.318903 8.942678 4.868535 11.035991 10.234222 8.433695
#> ind35 12.490205 11.586874 11.272122 10.942754 10.916966 11.815130
#> ind36 11.124298 12.289764 7.272363 9.791270 8.007024 8.387413
#> ind37 11.414591 9.190883 8.954479 8.759576 5.814379 8.146050
#> ind38 9.728262 8.762040 11.911804 11.635640 8.027148 10.021890
#> ind39 11.480966 13.274238 5.272233 7.258666 10.871080 10.014874
#> ind40 10.063647 10.961587 10.654335 7.914816 11.894376 11.383334
#> ind41 10.191612 10.379116 10.861118 12.089180 12.384038 9.658657
#> ind42 9.227229 9.397497 7.660179 9.084316 13.365248 13.972709
#> ind43 12.395897 10.603701 9.406697 8.694062 9.745412 10.425517
#> ind44 13.994178 8.848056 8.435654 9.202054 6.649916 9.857734
#> ind45 12.560094 12.483963 7.853712 9.443933 9.798852 8.520693
#> ind46 16.365566 8.841025 4.336529 10.668406 10.863857 10.789500
#> ind47 10.452597 8.297676 10.255277 10.186304 8.135551 11.907039
#> ind48 8.850039 7.315412 12.976722 9.717525 11.650229 8.167734
#> ind49 10.224600 10.538839 7.973932 7.611130 9.843262 11.304035
#> ind50 10.435039 11.490910 8.210029 9.042362 9.957951 12.495550
#> ind51 9.834860 8.798446 12.015338 11.745483 5.764206 9.032872
#> ind52 11.449055 10.321952 7.448273 8.494571 13.881667 9.461915
#> ind53 11.425467 11.279855 11.596889 10.623493 10.627663 11.884678
#> ind54 11.272814 12.446172 9.928207 10.668127 9.137309 14.011024
#> ind55 9.511667 10.350601 13.345101 7.776428 10.569897 9.111052
#> ind56 14.124143 12.273445 9.228760 12.112501 9.209962 9.884080
#> ind57 11.444223 11.727204 11.773939 9.057537 10.307134 12.871243
#> ind58 10.622469 6.328340 13.276780 11.708594 11.422202 10.112323
#> ind59 8.064024 9.791146 8.786141 9.329005 8.647113 15.231443
#> ind60 13.327242 11.519463 10.486016 8.407002 11.620258 13.494730
#> ind61 8.623811 9.764811 9.922852 10.130647 11.103514 12.167120
#> ind62 10.394807 11.192343 12.000557 7.369130 7.907082 8.144211
#> ind63 10.424622 9.815554 8.483994 10.183005 11.640775 12.897903
#> ind64 11.581870 7.579024 11.719946 9.236083 8.642653 9.487548
#> ind65 8.639661 11.002234 9.699457 11.649579 9.334413 5.548730
#> ind66 9.828692 12.604658 10.640660 6.232793 11.560720 11.618454
#> ind67 12.551966 10.520273 11.006166 10.679739 9.676939 11.339540
#> ind68 7.426206 10.649073 9.192801 9.387912 4.969285 7.777136
#> ind69 9.389122 8.778621 7.037687 9.948161 6.560049 12.306966
#> ind70 12.098542 9.379817 10.017550 8.509449 11.287919 9.871423
#> ind71 8.248338 11.197685 11.366464 10.215713 11.502387 11.400419
#> ind72 8.265164 10.359404 13.820012 9.367634 12.416964 10.414620
#> ind73 11.403722 8.627740 8.765094 11.980575 7.878267 12.079299
#> ind74 9.187908 11.601630 7.281735 6.793049 8.922071 8.352860
#> ind75 11.285913 12.447913 9.731974 7.875852 6.424731 11.596827
#> ind76 11.122333 7.472657 10.423188 5.846551 10.557862 14.221924
#> ind77 8.642284 10.030764 11.034439 10.570701 7.624054 10.642251
#> ind78 10.781699 6.032317 9.034204 9.685950 12.355651 9.282370
#> ind79 13.137345 8.100823 8.974973 12.417432 8.962156 10.963569
#> ind80 11.180247 11.353424 9.629819 11.846776 11.054996 12.610537
#> ind81 11.304438 8.595935 10.524550 11.134178 8.920854 11.964055
#> ind82 11.453751 13.040804 10.826957 9.719136 12.803766 15.420562
#> ind83 8.214548 9.007547 11.062433 12.487061 11.052391 11.357873
#> ind84 5.835305 10.343471 10.672947 8.312617 10.066696 10.364825
#> ind85 12.405460 10.651269 11.099328 12.488484 8.161113 11.644693
#> ind86 11.152043 9.348761 10.986728 7.469848 9.565346 9.616777
#> ind87 11.820044 6.398684 8.510177 13.397849 10.700973 13.091589
#> ind88 13.264211 10.690802 9.627358 9.135006 9.748844 12.588438
#> ind89 10.044928 12.270374 5.830780 10.275021 8.362684 8.413848
#> ind90 11.298435 11.059627 10.830433 6.789989 9.610969 12.211415
#> ind91 7.435374 7.965570 12.587235 9.334105 10.703950 10.327245
#> ind92 10.349804 12.934353 11.294161 10.098131 6.301192 10.424159
#> ind93 12.211533 10.859899 9.450455 6.557667 8.686018 12.951168
#> ind94 9.020854 8.053686 12.963004 10.765047 11.616911 10.701493
#> ind95 7.765905 9.536821 11.185307 11.014871 9.053873 10.104506
#> ind96 10.886475 10.355982 9.033935 10.876785 13.910280 11.174928
#> ind97 12.236651 8.357840 12.242602 9.484628 6.775537 9.494169
#> ind98 8.433557 8.875686 4.850067 6.805987 12.417446 9.728935
#> ind99 10.835511 9.177379 10.010980 10.674659 9.498535 9.040770
#> ind100 10.721175 10.025498 12.069393 10.413626 9.438867 11.132550
#> comp_id_153 comp_id_154 comp_id_155 comp_id_156 comp_id_157 comp_id_158
#> ind1 7.353454 13.484883 7.466087 12.164761 11.559900 10.327821
#> ind2 NA 10.180647 8.557558 9.228136 10.687099 13.025580
#> ind3 10.732896 NA 11.923730 NA 7.760537 9.107520
#> ind4 11.246091 9.296217 8.362712 8.806891 9.120761 10.699729
#> ind5 4.343252 8.007990 10.302923 12.047970 10.514005 10.816141
#> ind6 9.518836 12.085021 10.603301 10.376792 8.039882 9.420321
#> ind7 9.440302 12.004848 10.749096 9.308193 10.009264 10.402217
#> ind8 10.749685 9.791692 13.423895 12.852670 9.147811 11.861765
#> ind9 12.857864 10.819621 12.466854 11.268541 6.531393 9.532365
#> ind10 9.191044 10.916818 11.013031 10.742341 11.523138 8.012183
#> ind11 11.420273 11.072451 11.266775 8.597999 10.768199 11.652790
#> ind12 7.754954 10.249605 9.182787 10.108674 14.672171 10.792512
#> ind13 9.753819 10.020996 8.554918 8.060267 9.938867 10.907715
#> ind14 7.679039 7.400146 9.546353 14.268396 10.600588 10.298819
#> ind15 8.739899 10.735966 12.517223 12.748912 13.290159 9.905482
#> ind16 9.986566 7.537822 8.778393 9.855529 12.268389 9.333728
#> ind17 9.394428 10.198856 10.041125 10.232396 14.198166 14.769709
#> ind18 9.256571 10.586450 11.016821 11.226303 9.309916 8.683673
#> ind19 6.796730 9.850527 10.613512 11.177653 13.529756 8.088445
#> ind20 5.968717 10.007442 12.328177 11.700672 7.537454 5.557418
#> ind21 10.471651 8.707209 8.954125 8.460462 6.769293 7.310563
#> ind22 9.144369 10.754934 10.084486 12.427858 7.003461 9.479820
#> ind23 11.307883 8.923921 11.780397 7.937799 10.866307 10.906669
#> ind24 8.824061 9.302318 9.905490 10.559871 10.032775 9.000088
#> ind25 9.695808 11.193822 7.719580 10.540338 12.849981 9.353141
#> ind26 8.107020 9.374183 9.016637 11.780348 5.432980 11.776574
#> ind27 13.325480 9.841311 5.446163 12.409992 12.109777 11.578534
#> ind28 12.329188 9.088407 11.518088 9.059839 13.616622 11.982713
#> ind29 12.485521 12.037802 11.178052 8.618864 12.536646 10.202618
#> ind30 8.846564 11.000077 8.255974 9.280792 12.176546 11.852449
#> ind31 12.352179 8.466048 9.882174 11.602922 10.992478 12.598525
#> ind32 6.857062 12.055181 11.940034 11.923842 11.422678 9.000733
#> ind33 9.270347 9.535886 7.963276 10.105780 12.313845 11.483007
#> ind34 11.036521 9.571257 10.543259 11.452264 12.825358 10.952972
#> ind35 10.816777 9.935725 10.315524 10.338754 8.018679 9.571473
#> ind36 8.552265 11.124991 13.742714 13.047466 13.580610 11.642771
#> ind37 7.952008 10.706683 7.929483 12.055315 6.950730 9.585171
#> ind38 10.810166 11.092779 9.608351 9.500494 9.671209 11.359283
#> ind39 9.427592 9.927075 9.630982 10.019577 12.432488 11.184773
#> ind40 6.547502 8.917033 9.295932 10.482639 6.370567 7.040323
#> ind41 8.410803 8.214429 11.427117 8.724642 11.222656 10.960714
#> ind42 8.731006 10.029190 9.736957 12.322401 12.426518 11.881857
#> ind43 8.059591 10.383237 7.640094 10.521019 9.298011 10.205198
#> ind44 9.503192 7.280448 10.267983 13.431305 11.644394 12.038309
#> ind45 9.687617 11.257632 9.862540 8.429604 10.188053 10.996866
#> ind46 11.185442 6.415165 9.012076 10.487948 12.912601 12.344600
#> ind47 12.923467 8.825363 11.503347 10.714843 9.972191 14.027099
#> ind48 6.888455 8.221963 8.985861 9.788116 11.144040 8.225394
#> ind49 10.532275 10.761835 7.503191 10.294119 12.831591 8.908767
#> ind50 8.933305 11.115324 11.264808 10.002524 10.549668 8.158677
#> ind51 11.569255 9.271938 11.457124 11.031504 10.880530 14.684010
#> ind52 5.361341 8.211540 11.181838 12.386328 6.864114 9.387519
#> ind53 12.360519 9.852391 8.136403 7.385568 7.383153 12.134685
#> ind54 11.253531 11.362452 12.306378 11.120576 10.837036 10.816921
#> ind55 10.896692 6.673565 9.436305 7.825429 8.184104 8.503055
#> ind56 8.803867 12.018604 9.545923 12.184016 9.794051 10.895609
#> ind57 10.863485 6.454400 6.966007 9.660021 7.722672 13.813893
#> ind58 12.165454 9.179290 9.151583 10.544576 8.321634 6.315091
#> ind59 10.015262 10.028653 8.566896 11.847797 6.261276 11.130949
#> ind60 9.378984 9.804001 8.369580 9.697673 8.987955 12.951649
#> ind61 10.332424 12.862002 12.287165 9.919931 7.688630 10.830215
#> ind62 9.684926 7.086588 8.874067 11.479372 9.979061 10.542708
#> ind63 10.516295 7.553774 10.805155 10.997441 8.527551 12.618140
#> ind64 6.906359 6.966268 10.676865 9.000938 7.347704 8.695641
#> ind65 12.078716 12.244335 9.001746 6.186585 11.487084 11.266965
#> ind66 8.829598 8.399788 9.250612 9.670128 7.280122 8.445942
#> ind67 9.189565 12.740996 7.342875 12.131422 9.372430 9.908528
#> ind68 12.332196 10.719179 8.705169 10.774054 11.585322 12.095365
#> ind69 8.524327 8.727364 9.580465 11.352124 10.005378 11.431969
#> ind70 10.249517 8.851101 10.354803 10.192820 11.634817 10.887425
#> ind71 11.551878 8.663201 9.826536 10.364706 7.852541 8.939514
#> ind72 11.663804 11.101923 12.691829 12.242449 8.411281 8.412127
#> ind73 11.308598 9.321449 10.383114 11.993052 8.018455 10.809464
#> ind74 12.049597 9.866385 10.453900 8.726210 11.506864 11.075583
#> ind75 12.425883 10.159140 7.973374 11.466332 9.020933 10.528142
#> ind76 13.528096 8.851943 8.478639 12.575800 8.609092 14.519527
#> ind77 8.896750 10.935529 7.437634 9.105276 8.869175 8.177974
#> ind78 10.632702 10.721385 10.000626 10.187677 12.641982 11.373789
#> ind79 11.274690 8.275223 7.835797 11.073817 12.430886 12.977541
#> ind80 11.099620 9.955365 9.810863 7.447775 7.250129 12.781710
#> ind81 10.985158 6.657884 13.661723 9.048910 9.403843 8.347318
#> ind82 12.163770 11.923771 9.857329 10.384605 11.328452 10.663570
#> ind83 9.760786 10.695202 11.110814 10.925610 12.910247 10.683026
#> ind84 9.671392 9.847519 7.585053 10.344210 14.244238 11.286001
#> ind85 9.277229 8.188289 8.041301 12.172686 8.849648 11.166105
#> ind86 7.980768 6.289344 12.722814 9.568773 12.466559 11.779324
#> ind87 8.785644 8.328442 9.080213 7.681928 14.256321 10.583420
#> ind88 9.738046 9.352846 5.617555 9.508341 7.482777 11.677427
#> ind89 12.031083 10.975463 7.794970 8.449993 7.652157 8.959869
#> ind90 10.397101 4.490865 10.253978 11.419305 2.999032 11.634520
#> ind91 13.001176 9.786220 11.130840 12.906066 10.138980 7.264160
#> ind92 12.417711 9.609947 9.089611 10.022341 7.478538 10.819488
#> ind93 9.530762 6.917412 7.928617 9.087170 10.555008 11.286662
#> ind94 12.236574 9.449015 12.049385 12.249318 7.862981 8.075116
#> ind95 10.140118 9.606358 5.920065 10.258240 10.513006 11.172103
#> ind96 12.014305 9.410862 11.173859 8.984762 13.443348 11.101388
#> ind97 10.215071 9.531638 10.881750 8.865659 16.604180 8.840704
#> ind98 11.622145 11.655057 4.595013 7.552783 10.821960 11.722269
#> ind99 9.160324 10.091673 9.518547 12.355670 10.118156 11.663152
#> ind100 5.711162 9.442856 8.183930 10.449319 9.802926 10.508931
#> comp_id_159 comp_id_160 comp_id_161 comp_id_162 comp_id_163 comp_id_164
#> ind1 10.116371 9.104587 3.828781 6.523017 11.721815 7.851560
#> ind2 6.904313 NA NA NA 11.134324 11.554443
#> ind3 13.249890 12.320507 12.579405 11.495951 7.318073 11.444197
#> ind4 6.705120 11.606656 9.074742 8.983945 14.575583 11.578097
#> ind5 6.753273 8.467957 7.492519 9.632315 9.792311 9.444942
#> ind6 13.253311 13.542516 12.081955 10.852236 9.715746 10.582253
#> ind7 10.026708 9.841895 9.860524 9.618772 6.265834 11.577476
#> ind8 11.193052 9.454240 7.482145 10.069100 12.202676 10.855462
#> ind9 10.968092 8.515461 12.261707 11.693623 7.087558 9.583785
#> ind10 12.685403 9.380776 10.231370 9.027614 9.936113 12.038575
#> ind11 10.315993 10.177763 9.845801 9.312671 8.824354 10.690536
#> ind12 13.348834 11.026621 12.493462 8.490191 10.634454 8.778205
#> ind13 10.884235 9.212219 13.637679 7.514601 7.918329 11.889187
#> ind14 4.240562 8.269015 7.019085 11.371941 10.959334 11.444246
#> ind15 9.327391 13.094581 10.432397 8.565917 9.820592 10.893492
#> ind16 10.244897 14.460350 10.654921 11.210570 11.361501 8.444748
#> ind17 8.610140 12.874375 7.503304 7.723139 10.273956 9.621660
#> ind18 8.783730 8.001812 10.081535 8.845444 10.090425 11.261950
#> ind19 7.980733 10.207198 8.307367 8.687247 14.862616 8.756727
#> ind20 12.190500 13.362894 13.176331 9.367536 12.248412 10.462179
#> ind21 7.100621 7.197760 14.570381 10.884484 8.623950 5.160410
#> ind22 7.878576 8.919195 6.159221 9.508485 12.485845 8.776799
#> ind23 4.477736 10.196244 8.703851 16.096075 9.368987 12.031827
#> ind24 6.274069 11.509082 8.772215 15.244402 10.019365 10.198187
#> ind25 8.970379 10.746266 9.764112 8.439265 10.582129 10.049126
#> ind26 5.891447 12.746669 8.040664 12.999494 13.596535 11.425841
#> ind27 10.187819 9.579681 9.588030 8.614021 9.141303 9.732935
#> ind28 6.981307 10.378656 11.923104 12.656668 7.710259 9.344279
#> ind29 7.866256 13.043840 9.816738 14.731935 10.992635 6.857988
#> ind30 9.639978 12.754399 11.047268 9.800474 8.176650 9.460076
#> ind31 8.969954 8.396579 12.045649 6.424042 9.646269 7.982946
#> ind32 10.343263 8.904778 5.915044 9.793192 10.243143 6.694444
#> ind33 10.901003 12.659500 11.481900 8.249411 11.842087 10.763655
#> ind34 10.864497 11.382691 10.748135 9.493569 5.015958 8.922312
#> ind35 7.334500 7.838570 9.564306 11.269471 8.375871 9.906014
#> ind36 7.363326 10.365123 9.453887 9.802926 12.253220 9.635862
#> ind37 7.946122 10.767479 10.789146 8.647106 9.489147 7.258517
#> ind38 9.449972 9.497485 10.945882 11.493295 11.326083 6.152257
#> ind39 7.838525 9.202051 12.972385 9.716430 9.799431 10.042314
#> ind40 9.146696 8.139939 11.642684 9.540553 11.021846 7.470045
#> ind41 8.566553 11.711757 6.222016 8.229567 9.968763 11.238219
#> ind42 6.774371 8.466443 13.193033 9.461965 10.384681 12.588147
#> ind43 8.082760 3.254382 12.739934 7.696122 12.185183 10.195068
#> ind44 11.637342 8.370852 10.098301 6.267309 8.255710 7.589971
#> ind45 11.216879 9.627393 9.028973 9.696033 8.958793 10.059002
#> ind46 7.537617 10.385855 7.996984 11.134151 9.187851 7.668229
#> ind47 12.116573 8.636766 10.096573 10.423676 10.755517 7.776880
#> ind48 8.094282 8.101954 11.110747 12.449790 13.580635 7.376017
#> ind49 6.112884 11.428470 8.582427 12.547637 9.596214 7.563324
#> ind50 8.857370 7.937208 12.378103 9.279159 10.843475 8.606086
#> ind51 5.682826 9.913661 7.271632 8.799396 10.849672 8.480066
#> ind52 5.819698 9.428606 9.716375 10.264603 5.405075 6.515580
#> ind53 9.133631 13.685588 9.571816 9.026460 11.342437 7.367462
#> ind54 9.516700 9.179608 9.041922 8.150385 10.520078 10.433543
#> ind55 10.383540 11.386005 12.868790 9.488868 5.880032 12.623787
#> ind56 9.471623 9.448885 5.432989 7.762394 7.254644 12.228573
#> ind57 8.720392 6.438805 10.562984 9.974316 7.071740 11.813529
#> ind58 10.917644 11.388641 6.747370 11.151765 8.263820 9.428012
#> ind59 8.825454 5.098029 11.470421 7.587026 6.330132 10.402814
#> ind60 8.356305 7.607649 11.178736 6.906148 10.566911 11.352984
#> ind61 8.058862 9.884457 7.094026 9.837081 11.339950 8.814906
#> ind62 10.758435 10.218914 10.246315 11.516201 9.629415 8.372447
#> ind63 8.272036 7.379310 8.708014 7.232148 8.619999 7.508914
#> ind64 8.191663 10.501035 7.875178 9.029815 10.201510 10.437132
#> ind65 12.365131 9.936480 10.484408 8.640180 10.974068 10.191360
#> ind66 7.204555 7.102125 8.004229 8.798174 7.269257 9.762852
#> ind67 12.695755 9.362579 14.790400 9.049881 8.067765 9.081519
#> ind68 12.557491 9.260568 9.737480 8.880666 7.573556 10.347502
#> ind69 9.259995 9.357790 8.970316 9.679092 9.249329 8.418156
#> ind70 10.858405 10.354094 5.044886 7.474980 9.096579 12.497806
#> ind71 11.326319 6.029969 12.124122 8.454769 4.323897 13.098060
#> ind72 10.651666 7.456726 10.774468 9.728437 7.647224 8.946784
#> ind73 6.843572 7.587976 7.819247 8.491711 8.848795 11.231270
#> ind74 10.887642 9.352403 9.429837 12.149449 9.221325 10.230954
#> ind75 10.124622 8.811355 5.612931 7.502841 4.911224 9.445065
#> ind76 10.446199 6.923544 7.220243 10.989504 7.577357 7.228744
#> ind77 10.801900 7.483338 11.568693 7.500869 7.418310 8.581755
#> ind78 10.967017 7.392898 7.335746 7.312358 10.754419 8.723344
#> ind79 10.671411 10.276948 10.151767 7.808281 6.639183 9.941980
#> ind80 8.832096 10.693809 10.096637 11.596398 12.103794 8.598182
#> ind81 9.882671 8.802010 11.051812 9.177313 12.467208 9.306472
#> ind82 11.955663 9.820780 12.744954 11.218543 10.012456 8.663623
#> ind83 12.383185 11.487093 12.860445 11.729398 10.475543 5.635057
#> ind84 11.685134 12.146424 8.324245 13.523087 13.376615 10.144130
#> ind85 3.865802 7.573412 12.075077 8.605203 8.672358 8.777618
#> ind86 10.562112 11.138761 9.139352 5.877510 9.114868 9.775022
#> ind87 8.919863 9.823071 5.201858 7.499972 11.282907 11.484207
#> ind88 8.397893 7.616373 9.858056 6.331410 8.370822 12.822616
#> ind89 9.176331 7.125809 9.240692 8.166553 9.845514 10.078888
#> ind90 8.382833 8.748896 8.784515 5.238187 7.188436 9.938548
#> ind91 11.013253 6.487062 13.309768 12.586731 9.338300 9.454449
#> ind92 10.594234 8.690727 6.604880 7.391440 5.826602 10.256608
#> ind93 11.613264 9.320143 10.857725 7.857237 8.580105 12.162526
#> ind94 9.230328 8.511057 11.815060 7.700953 5.259882 9.836630
#> ind95 11.091495 10.619210 11.361186 7.353486 6.623137 8.134866
#> ind96 8.908286 10.333373 7.364137 12.468575 12.693259 12.404334
#> ind97 8.717810 8.264416 8.557857 6.166749 11.158385 13.889122
#> ind98 10.008365 9.311933 6.597046 13.234403 6.911646 11.224588
#> ind99 12.571695 9.105212 12.213865 10.568345 11.175651 8.844247
#> ind100 4.335414 9.002951 10.253890 8.313042 5.990040 8.271551
#> comp_id_165 comp_id_166 comp_id_167 comp_id_168 comp_id_169 comp_id_170
#> ind1 10.791218 4.823940 11.314906 6.381309 11.856563 7.939067
#> ind2 11.581905 NA 6.539233 NA 8.839445 7.703327
#> ind3 14.412413 9.435604 6.745293 8.540220 7.453198 12.551088
#> ind4 11.664581 9.999365 10.440381 12.376088 13.970622 9.883484
#> ind5 9.861542 7.819084 8.578880 11.259209 9.308832 8.868096
#> ind6 13.260646 9.525459 6.914503 10.462990 7.129510 12.011929
#> ind7 7.119100 6.899151 10.440193 7.354068 9.757490 8.031807
#> ind8 12.816958 9.910437 9.790308 9.100216 10.709363 10.659159
#> ind9 9.201414 10.240056 7.567133 7.037022 10.585431 10.174384
#> ind10 3.454893 7.311045 7.488250 9.265483 8.451091 10.185746
#> ind11 10.130159 11.795372 10.806840 12.561459 9.437237 9.769219
#> ind12 9.950387 11.591534 10.615058 7.300009 6.768154 11.957579
#> ind13 8.268959 9.892608 12.517958 5.449036 11.040300 11.648972
#> ind14 8.567467 9.527076 8.835612 10.329201 10.413218 12.192046
#> ind15 8.231783 9.543907 14.710040 6.219116 6.839867 14.416790
#> ind16 7.917719 9.687639 10.752182 9.331498 9.140178 11.088360
#> ind17 8.987326 8.487131 12.626825 11.527316 8.918253 9.910121
#> ind18 12.435575 7.748060 14.285076 10.406065 11.811881 8.070608
#> ind19 7.886894 7.560238 11.095166 7.924531 8.283062 6.917096
#> ind20 9.491694 8.572891 6.665625 10.347239 8.905438 7.526236
#> ind21 10.840319 9.088938 9.519720 10.268733 7.153406 11.119606
#> ind22 12.112018 8.412927 8.611304 16.039299 8.636936 6.759116
#> ind23 13.066533 11.001522 10.788092 8.106318 8.546090 9.054195
#> ind24 9.163944 7.802663 7.229638 13.198857 6.415851 9.053490
#> ind25 9.479495 9.723459 10.924191 13.131215 8.913611 9.568199
#> ind26 9.109325 9.797809 9.423972 11.094476 11.210289 6.438825
#> ind27 11.915645 9.048034 12.165467 10.500867 9.128424 11.273103
#> ind28 6.853366 8.923045 8.475510 10.094994 6.737584 9.680971
#> ind29 9.504866 9.421311 8.243524 12.779794 9.117805 7.708491
#> ind30 8.081925 9.165987 13.918302 10.295133 6.987362 7.639846
#> ind31 12.572201 10.103127 7.399847 7.583216 10.575791 9.844271
#> ind32 10.088998 3.997300 11.937679 8.962972 10.858851 8.709219
#> ind33 9.474000 7.164544 9.214379 8.715951 10.911779 12.902864
#> ind34 8.897813 8.226750 9.488506 7.881822 9.279496 14.281890
#> ind35 7.894029 11.366023 8.978310 7.289469 7.311796 10.494952
#> ind36 7.843430 7.352852 12.678818 9.673817 8.537623 6.337246
#> ind37 13.038540 8.786785 13.294778 14.736559 10.887885 8.471883
#> ind38 10.995748 11.154247 12.379112 7.439282 12.540838 8.710902
#> ind39 8.020286 8.247521 9.552037 7.982460 8.380434 10.035784
#> ind40 9.900771 6.997611 9.736429 11.306212 12.523998 9.978214
#> ind41 13.364350 6.730668 12.314063 12.386537 12.125202 7.730589
#> ind42 6.639361 7.384534 12.510885 8.961472 8.637754 11.637622
#> ind43 10.402416 11.271844 9.210013 8.263896 7.257794 13.615443
#> ind44 5.123064 12.182275 10.779297 9.854404 9.620773 7.069861
#> ind45 8.400240 10.710484 9.867213 13.038461 7.282312 9.046620
#> ind46 7.566109 11.090773 10.648397 14.080802 10.561085 9.729754
#> ind47 11.358482 10.235969 8.687692 6.886426 10.798778 6.747527
#> ind48 5.693527 9.159529 12.473283 10.231541 10.973378 7.217936
#> ind49 8.723801 9.789983 9.090293 12.141798 9.326055 6.313880
#> ind50 10.202477 10.142311 7.154227 9.733039 8.158536 7.830756
#> ind51 8.159869 8.601284 6.337379 6.424496 9.164252 10.126553
#> ind52 7.788695 12.891218 9.628175 10.687283 7.946240 9.173979
#> ind53 4.362405 9.186299 9.428195 9.711266 10.322695 6.721342
#> ind54 12.581978 10.055228 11.438514 11.142053 9.597804 8.329017
#> ind55 11.744303 10.558182 8.082416 9.812854 9.977477 12.967117
#> ind56 10.905042 15.189662 11.846587 11.717064 11.823443 6.999562
#> ind57 12.357049 9.346916 10.679443 10.428425 11.227371 8.451826
#> ind58 12.677137 8.765057 9.095311 12.401743 10.616695 7.584320
#> ind59 10.269120 11.203569 10.063991 9.124439 11.301139 7.204758
#> ind60 10.737989 11.397588 12.559235 8.439180 9.062161 8.969281
#> ind61 7.634477 10.727335 16.796555 9.950915 7.382178 7.483830
#> ind62 14.842796 11.395775 11.763591 10.806660 13.927980 6.694419
#> ind63 8.998016 7.974512 12.034385 9.255727 9.105462 9.750342
#> ind64 9.079418 9.167406 7.906656 9.948879 10.302964 7.823228
#> ind65 8.121114 10.279438 9.995986 10.596575 10.149625 10.675054
#> ind66 8.198243 9.644872 11.135437 8.333292 7.385322 8.545921
#> ind67 12.965953 10.147352 14.998573 10.929048 8.731818 11.420962
#> ind68 9.784423 8.762944 10.126585 10.233821 9.110830 7.795382
#> ind69 12.427877 9.215268 15.069761 10.417480 11.281478 8.238919
#> ind70 8.619049 11.350198 9.952492 9.955496 12.436987 9.828934
#> ind71 12.062850 10.421442 7.263794 12.496922 10.736770 11.833112
#> ind72 12.506135 7.580257 11.687907 16.134142 11.059746 11.093524
#> ind73 8.951919 12.890352 9.652175 8.332181 10.258049 5.843327
#> ind74 7.066425 9.393714 12.128500 9.074373 7.185832 10.169260
#> ind75 9.239116 10.197510 4.753932 12.604413 12.793806 6.795009
#> ind76 9.207960 12.389516 10.325948 8.528632 12.153275 6.996663
#> ind77 7.693267 13.792037 10.763451 10.285914 11.380584 9.567541
#> ind78 9.028710 12.885477 10.406165 8.859034 12.000577 8.071160
#> ind79 12.464497 7.799486 7.228378 11.075620 9.972426 10.550972
#> ind80 6.625624 9.434837 8.462605 7.678090 11.828236 7.935933
#> ind81 9.518354 9.345423 11.128184 10.000303 10.845904 9.357984
#> ind82 13.380759 8.707459 10.317722 8.806988 9.436318 10.178386
#> ind83 8.943501 10.197290 12.152064 8.888300 10.775707 10.465412
#> ind84 7.439773 7.568601 10.266092 9.383406 11.160545 13.779570
#> ind85 12.210881 8.905428 7.351835 7.528972 9.781184 9.772036
#> ind86 10.581742 8.848010 8.819636 9.049603 11.553040 9.975232
#> ind87 11.051909 10.595088 8.994985 10.556038 11.771668 11.836919
#> ind88 9.580289 11.171236 11.521128 9.401339 8.323094 10.375455
#> ind89 8.951176 8.914374 10.627858 11.056770 8.186028 7.246564
#> ind90 8.694226 9.643350 9.872035 10.885509 8.940851 8.976258
#> ind91 12.208685 8.174365 9.778002 14.329981 11.713850 10.162201
#> ind92 10.257280 10.745991 7.574590 14.576472 12.452451 8.002485
#> ind93 9.477309 10.018835 14.797714 6.170605 10.621833 8.064772
#> ind94 13.932901 9.674974 14.289054 14.873659 10.916987 6.984652
#> ind95 9.672563 11.059624 6.151678 8.639606 7.466430 11.117421
#> ind96 11.918287 10.789136 11.076615 5.732003 12.210304 8.664689
#> ind97 8.015537 11.474154 12.285025 7.590018 14.765803 8.898439
#> ind98 12.695318 11.195444 8.779098 10.052433 7.487379 5.426506
#> ind99 11.648566 8.070706 12.039271 12.408966 10.094023 10.917554
#> ind100 9.547919 8.523860 7.232769 9.897632 6.818484 9.236310
#> comp_id_171 comp_id_172 comp_id_173 comp_id_174 comp_id_175 comp_id_176
#> ind1 11.346383 9.773500 11.123118 NA 11.286307 6.213029
#> ind2 11.725843 10.630186 5.735894 11.787696 12.039947 10.577493
#> ind3 12.855369 11.403636 11.293003 12.217243 9.894962 NA
#> ind4 13.079769 13.376626 10.254522 8.789579 11.295655 12.610557
#> ind5 10.736159 11.839706 9.377235 12.980573 14.980611 11.822848
#> ind6 12.979654 10.239097 9.955633 11.805080 10.677581 11.784181
#> ind7 11.997732 15.301028 10.896057 10.023055 12.622444 9.052869
#> ind8 10.796145 15.550272 14.927764 9.574596 11.534288 16.304295
#> ind9 11.252870 11.012595 10.913899 10.357153 13.377306 8.301386
#> ind10 11.369430 13.131946 8.609507 8.345721 11.835124 13.603570
#> ind11 8.009522 11.406472 12.098411 11.630038 13.485125 15.400408
#> ind12 8.822804 9.610365 11.688059 11.363364 10.985373 9.783393
#> ind13 9.795927 10.601748 11.350950 10.422035 10.608412 11.173845
#> ind14 9.804854 9.793524 12.422018 9.763991 14.039844 12.259253
#> ind15 9.653953 12.146441 9.905847 9.474272 14.461305 11.938714
#> ind16 10.870393 10.701090 11.890841 11.051616 12.025775 14.203408
#> ind17 10.430339 7.802625 12.790806 11.906162 12.416173 11.697113
#> ind18 10.417294 10.022881 10.959538 13.952708 9.608233 11.100395
#> ind19 10.403755 10.147322 13.657455 9.734165 13.116952 12.803898
#> ind20 9.738433 8.405783 10.009595 11.276531 11.247510 15.016828
#> ind21 10.460436 12.163936 15.815426 11.980087 7.732636 11.594885
#> ind22 8.104178 11.594124 13.165122 7.683041 11.354344 8.887173
#> ind23 11.429399 13.528419 13.299165 9.703557 10.940371 12.257100
#> ind24 9.331518 12.002071 12.473733 11.133345 11.411405 8.063821
#> ind25 6.987129 9.653056 11.247622 8.981702 14.173242 10.296000
#> ind26 9.376994 11.270409 13.324220 9.001920 9.204681 9.644043
#> ind27 7.125127 9.574405 10.044715 11.523236 13.634770 11.150858
#> ind28 9.716029 12.644701 10.503979 10.761332 13.591053 9.691297
#> ind29 10.226726 11.235578 12.886035 9.459199 11.250498 12.170126
#> ind30 12.173827 7.966558 14.033886 8.264961 14.461590 12.392847
#> ind31 9.129773 9.652598 7.388148 9.732980 14.869513 13.212966
#> ind32 10.452003 7.505072 11.081322 9.727846 12.524922 7.448537
#> ind33 10.817642 9.444693 9.840730 12.085039 10.743031 8.332951
#> ind34 8.938465 12.474361 11.095929 8.466117 10.947755 13.481765
#> ind35 8.178917 13.693626 11.188954 11.238922 11.743242 12.511809
#> ind36 8.643751 10.452700 11.970181 9.762225 15.469546 10.584915
#> ind37 6.890352 7.154585 15.549506 11.619174 10.539320 12.002406
#> ind38 10.457396 12.627706 12.070289 11.153349 14.482874 12.631439
#> ind39 9.019173 10.699811 11.947047 11.823180 12.092258 9.997884
#> ind40 12.675631 11.614886 9.517834 10.725141 13.534028 13.465584
#> ind41 10.917377 13.051591 12.015554 11.742423 9.593343 13.003745
#> ind42 11.505292 13.165652 13.087762 13.010955 11.797220 14.940235
#> ind43 7.098313 11.577396 12.888974 9.053654 6.682857 11.560769
#> ind44 8.377286 7.518905 12.428169 12.400059 11.685812 11.187330
#> ind45 7.559100 11.820111 12.701795 9.040673 11.754079 14.496032
#> ind46 11.274896 12.475191 10.697077 10.459010 11.121005 8.826482
#> ind47 13.627990 11.603605 10.710666 10.124644 12.190124 11.634630
#> ind48 8.270587 12.346229 11.798813 7.462904 11.113029 10.728886
#> ind49 9.193426 10.690848 8.084765 8.175625 10.653437 8.052437
#> ind50 7.711548 8.870269 10.742041 12.151773 10.714218 12.700088
#> ind51 9.201144 7.649462 13.175815 9.413623 8.772402 12.698501
#> ind52 10.940369 10.548404 15.786053 8.388969 12.791426 11.224751
#> ind53 11.303780 8.821432 10.797723 7.929111 7.939694 8.320418
#> ind54 7.946019 16.048735 13.022764 11.426239 10.690570 10.311407
#> ind55 15.602367 13.872984 7.596521 9.921235 14.047644 10.860520
#> ind56 8.956897 7.918007 12.291291 13.191600 10.083186 13.224431
#> ind57 9.633860 16.951218 12.687623 10.029737 12.927802 11.741086
#> ind58 13.651401 11.784566 10.607687 10.250865 12.194739 13.768026
#> ind59 10.624017 8.379708 11.570715 10.335204 9.743734 13.685942
#> ind60 7.956999 15.303310 15.671894 8.801956 10.884877 9.190820
#> ind61 8.993310 14.282055 11.942947 12.791700 11.163932 13.015851
#> ind62 11.536251 18.096486 11.277919 12.523008 14.441589 14.634533
#> ind63 9.355739 12.437232 13.719467 9.260564 10.190439 11.072623
#> ind64 11.714403 9.722385 11.928859 11.186317 11.323399 11.526278
#> ind65 10.054215 12.162263 12.367146 10.883540 13.768573 13.833739
#> ind66 11.836748 11.453637 15.164336 12.394587 9.370611 10.711871
#> ind67 8.604521 11.906702 12.382643 8.940779 13.555219 12.483907
#> ind68 7.026148 12.495720 11.976220 12.791564 9.734352 10.868768
#> ind69 8.284326 11.731248 12.115930 11.376370 12.041359 10.480554
#> ind70 11.094390 7.804473 12.718604 11.696312 11.308644 11.390564
#> ind71 9.792660 11.484974 9.249580 11.027514 12.858866 13.098739
#> ind72 10.900626 13.035234 8.268395 11.414052 14.149062 13.483515
#> ind73 7.960685 10.062680 15.611704 9.907650 8.905675 9.536748
#> ind74 10.054054 12.908725 14.628065 9.720195 13.429113 13.760768
#> ind75 8.204422 9.223140 8.424647 10.451650 10.521426 11.031900
#> ind76 12.280002 8.518644 12.871887 12.881800 13.060182 11.635751
#> ind77 8.684802 8.026661 13.553092 12.096684 11.700580 12.969628
#> ind78 12.287928 6.634052 11.739676 12.235435 10.746004 14.062786
#> ind79 6.320280 13.810710 15.017495 11.822034 8.963137 10.973167
#> ind80 8.504540 6.907337 9.679994 9.462510 8.781963 10.677983
#> ind81 10.970223 10.237502 7.892106 5.716572 12.211110 14.577165
#> ind82 8.716268 14.462884 14.052757 10.459655 10.051581 11.844034
#> ind83 11.078881 8.286072 11.433936 7.196459 7.740120 13.271809
#> ind84 11.476929 10.824323 10.695234 11.973213 10.749273 10.566099
#> ind85 13.729613 6.549299 12.342622 8.762295 10.422555 12.387347
#> ind86 11.419274 8.216304 11.205609 9.791521 13.181163 11.283540
#> ind87 7.451757 6.771432 7.241670 10.511955 10.050261 11.614991
#> ind88 10.090590 12.094946 10.816753 9.421012 8.742745 8.877675
#> ind89 8.534187 11.086369 10.264970 10.877551 11.131751 14.829614
#> ind90 12.979643 13.055758 11.298320 8.650079 11.265993 9.513994
#> ind91 10.621912 14.031595 11.601313 9.940156 13.513242 11.942179
#> ind92 10.601490 11.581075 9.302271 13.349954 10.916829 10.236036
#> ind93 14.653347 7.025236 13.567180 10.282262 12.366786 12.158305
#> ind94 10.378387 10.664725 14.701954 9.780457 13.757505 14.623946
#> ind95 10.825037 8.093785 7.439536 10.136060 12.767450 12.358967
#> ind96 8.338813 9.086029 10.764914 10.618275 11.055198 14.488467
#> ind97 10.800397 10.041118 9.205425 10.671640 13.927408 13.598798
#> ind98 11.275971 5.902297 11.954578 12.838521 10.794599 10.984883
#> ind99 10.170090 13.432387 9.912226 10.102437 13.961858 10.868962
#> ind100 11.316031 9.095297 12.669317 11.980438 11.295787 12.159431
#> comp_id_177 comp_id_178 comp_id_179 comp_id_180 comp_id_181 comp_id_182
#> ind1 7.263496 10.144285 11.463696 10.200740 NA 9.989742
#> ind2 9.039731 8.653752 13.047077 8.532773 8.775014 9.164753
#> ind3 6.667926 9.983106 12.018385 11.354930 11.095595 12.985267
#> ind4 14.074749 7.019516 9.421901 13.172567 7.197316 10.138198
#> ind5 12.056073 5.205222 10.111908 14.993040 11.653647 9.498071
#> ind6 7.061561 10.510292 9.453035 10.347098 NA 12.531269
#> ind7 11.456034 11.672127 8.759786 11.003732 12.951122 16.884760
#> ind8 8.226472 9.833373 8.017000 12.789296 10.960263 8.029459
#> ind9 10.396919 11.192057 10.418733 9.504700 8.216195 14.618729
#> ind10 10.107857 14.461509 12.215917 10.125535 16.642184 9.244225
#> ind11 9.180077 10.973260 12.196012 11.829045 NA 8.780808
#> ind12 11.973473 15.244475 14.895410 9.043754 NA 13.600249
#> ind13 9.712947 13.069269 7.989078 10.632169 12.949972 11.426192
#> ind14 10.800029 14.306920 9.230277 10.111788 10.493458 10.661150
#> ind15 14.810488 11.168545 11.719302 10.366434 NA 13.015451
#> ind16 11.106863 10.229356 9.666081 9.389492 NA 14.406255
#> ind17 10.231236 12.820715 10.500526 9.875109 15.523022 11.017478
#> ind18 9.844992 10.352659 9.553170 9.552248 11.705758 12.639049
#> ind19 10.585659 14.161832 9.957378 7.675540 12.907044 11.706956
#> ind20 6.593721 9.327008 11.346571 9.695938 14.048985 11.360376
#> ind21 12.710036 12.549758 11.567712 11.099306 NA 15.517386
#> ind22 8.496473 10.212738 10.973153 13.027386 9.738625 11.904356
#> ind23 9.119328 10.916333 14.179635 15.070721 NA 10.840206
#> ind24 9.021554 10.572686 13.808833 14.069930 9.645335 12.313489
#> ind25 8.880713 11.681190 14.766769 9.713227 16.309412 12.804093
#> ind26 10.856254 8.216511 11.495563 14.654163 NA 11.399833
#> ind27 11.914139 11.402188 7.410157 9.873391 10.285231 10.648983
#> ind28 8.974860 10.507090 8.536978 13.177526 11.646834 11.368635
#> ind29 10.116486 10.568976 12.465281 9.591628 11.862626 13.568824
#> ind30 10.946567 9.967536 10.296397 11.045375 NA 10.872673
#> ind31 7.479828 8.676740 11.845673 10.611735 10.071826 10.188242
#> ind32 7.332232 10.186846 12.561729 10.375617 10.888959 9.265093
#> ind33 8.267216 10.989935 14.677255 11.681976 NA 10.637538
#> ind34 14.119610 11.983482 9.407286 14.378719 15.032469 11.332679
#> ind35 15.102415 11.651517 11.833851 9.976562 7.423909 13.483952
#> ind36 13.226694 12.866953 11.507092 10.157224 12.441619 11.146738
#> ind37 8.330113 9.245838 13.514451 12.621858 9.662822 13.247344
#> ind38 12.604565 7.649101 8.798034 12.283633 9.587645 10.587390
#> ind39 9.364910 10.577775 12.407512 9.661320 NA 11.017390
#> ind40 7.931975 8.907812 10.357471 11.866825 11.771603 8.436080
#> ind41 13.255051 9.009129 12.024584 10.655374 NA 13.005706
#> ind42 8.417086 8.193870 9.736408 7.200932 NA 11.618104
#> ind43 12.221223 11.705391 10.291536 10.349809 NA 15.657967
#> ind44 10.889424 10.968924 10.917040 8.236303 14.219660 14.593167
#> ind45 10.655368 11.298691 13.941776 8.873957 11.033785 11.467909
#> ind46 9.351534 9.998460 9.524552 9.930268 NA 8.117699
#> ind47 12.063882 10.593305 11.891409 12.043632 9.024566 7.904534
#> ind48 11.988302 11.330321 11.400172 12.159042 11.105079 8.887259
#> ind49 9.915472 11.935131 13.063629 10.105971 NA 13.917299
#> ind50 10.356506 12.309043 12.742344 7.002236 12.279318 11.118305
#> ind51 10.235745 9.284828 8.145086 9.386834 13.499413 8.979789
#> ind52 9.823213 13.588592 9.018495 11.998593 10.287811 9.615649
#> ind53 9.700702 9.336287 12.354659 13.076999 12.039692 10.301220
#> ind54 13.354945 13.701708 12.132837 11.925867 12.036845 11.117184
#> ind55 10.364885 9.052036 7.119388 12.475261 10.703112 13.312936
#> ind56 15.127810 8.872406 9.778959 11.984982 13.678789 11.537652
#> ind57 11.816842 10.992203 9.139631 7.525741 13.251230 11.249340
#> ind58 9.861856 9.208916 11.444724 10.967542 NA 11.039941
#> ind59 10.443268 10.786589 12.313833 11.453239 10.081845 8.299634
#> ind60 11.913012 10.353019 8.006059 10.439088 13.938127 9.727908
#> ind61 15.550775 12.066749 14.384345 9.251988 12.411067 10.681046
#> ind62 12.317906 15.748587 10.575757 8.627092 NA 13.496211
#> ind63 13.588732 10.401262 9.092144 10.565922 NA 8.548428
#> ind64 11.231113 11.996285 8.962649 13.429083 11.426955 11.746985
#> ind65 13.697272 10.861235 10.456218 12.825018 12.613037 9.669679
#> ind66 15.449269 10.840639 12.017032 10.670048 NA 8.921309
#> ind67 15.000519 10.947969 10.326369 10.839319 11.713652 10.626333
#> ind68 10.869293 11.509330 8.230592 9.432517 14.833794 12.591285
#> ind69 14.799932 15.210272 12.900833 11.272097 14.405943 12.456167
#> ind70 10.158040 9.693852 13.505016 10.641861 10.099133 9.348436
#> ind71 11.235840 7.803234 6.092998 11.066207 13.401008 10.728494
#> ind72 11.594552 7.147593 10.617438 10.367589 13.283838 11.385882
#> ind73 12.547175 12.326999 7.280568 11.291356 12.751318 10.356362
#> ind74 13.297833 11.212575 11.103270 11.893100 NA 9.784445
#> ind75 13.375217 11.397439 10.832966 9.853231 14.793597 10.423240
#> ind76 14.268283 5.938842 11.361843 9.540158 11.777534 12.049139
#> ind77 11.692467 12.897196 10.796756 11.274880 9.830702 12.499209
#> ind78 9.766210 13.774719 13.625907 12.873583 10.173271 12.134061
#> ind79 10.727516 12.785424 10.085850 9.728978 12.054867 10.328712
#> ind80 10.254968 10.001507 14.464129 11.454303 NA 10.632389
#> ind81 11.720741 13.470595 13.192547 10.632937 11.362025 9.675258
#> ind82 12.984132 15.738500 12.292240 11.485500 11.111591 11.348626
#> ind83 14.033603 10.873463 14.431351 10.937188 14.263835 12.325436
#> ind84 13.110187 7.230302 14.709740 9.320393 12.188598 11.038765
#> ind85 10.041618 8.174100 13.757237 9.269727 NA 8.548847
#> ind86 9.556068 9.051270 9.860821 12.800106 11.366413 12.393126
#> ind87 13.164264 10.153456 12.129877 9.727589 11.626927 9.624923
#> ind88 13.576951 11.819596 9.025142 8.705647 12.620266 9.967212
#> ind89 12.567314 12.002303 10.332942 10.270288 NA 8.257673
#> ind90 9.342922 10.066420 10.322612 9.514015 NA 12.300321
#> ind91 11.646830 10.855764 9.941587 9.825911 13.666644 6.492807
#> ind92 13.968239 12.970756 12.304869 10.434108 18.458781 10.319581
#> ind93 10.654186 9.486535 12.700741 11.219547 13.446493 10.836223
#> ind94 11.765403 10.807236 10.584285 12.289512 10.803327 8.345099
#> ind95 11.807606 10.257111 9.881594 14.551646 13.428186 12.351555
#> ind96 11.980269 12.190012 14.674075 13.660786 NA 8.129035
#> ind97 9.698738 9.047730 10.120007 12.230451 9.275821 10.294013
#> ind98 13.718305 11.708711 9.376688 12.001899 14.509495 7.864189
#> ind99 13.306877 10.639013 10.680556 10.950733 NA 10.719870
#> ind100 9.816052 6.803395 10.203662 10.525301 11.773548 7.289720
#> comp_id_183 comp_id_184 comp_id_185 comp_id_186 comp_id_187 comp_id_188
#> ind1 14.449763 12.465534 8.403238 13.911826 7.664465 NA
#> ind2 8.114291 NA 12.465342 13.516761 11.509545 10.777109
#> ind3 9.630686 11.969964 8.947005 8.780351 10.848854 12.838440
#> ind4 12.125167 7.454098 13.563319 9.827098 11.345497 12.684971
#> ind5 11.348690 10.522701 11.658904 10.731233 12.494143 10.442655
#> ind6 9.865488 11.866711 7.622781 10.528315 10.065154 10.150763
#> ind7 14.527207 11.094995 11.528557 13.271286 11.385947 14.890974
#> ind8 12.508603 15.026390 14.226265 9.035811 10.572649 13.159112
#> ind9 8.119124 10.673423 9.127235 15.052113 12.729104 9.334369
#> ind10 12.596386 8.831798 9.999342 9.824271 9.215366 7.784962
#> ind11 12.162611 9.381641 12.658154 13.725866 10.881165 12.530154
#> ind12 10.196653 13.723899 8.496198 12.253923 10.578512 11.044176
#> ind13 8.369629 9.510594 9.080373 13.712326 9.467491 10.781466
#> ind14 11.888767 8.764393 10.178054 9.805699 12.784254 11.665674
#> ind15 13.750002 9.142813 10.146223 9.184245 12.415385 10.617456
#> ind16 7.606076 8.601145 10.826548 9.305219 12.164135 13.237533
#> ind17 14.495303 7.633304 12.679434 11.664553 11.431823 8.797620
#> ind18 14.346317 12.725893 13.342563 7.044802 12.460530 12.356156
#> ind19 14.027324 9.290759 8.842002 11.964885 10.554107 7.162464
#> ind20 13.091185 12.455379 10.512453 9.606189 13.017243 9.294206
#> ind21 8.551154 13.199774 9.507436 13.669588 10.568803 15.458475
#> ind22 10.955416 10.080653 11.906773 7.942491 11.802573 11.588260
#> ind23 8.743992 10.755921 11.322195 11.123135 7.706219 11.456540
#> ind24 10.749968 10.045498 10.961305 9.269779 7.375799 8.438135
#> ind25 11.551652 6.379141 10.732552 9.739844 10.220623 8.472629
#> ind26 9.718400 12.940711 11.945597 7.283935 11.459564 8.449849
#> ind27 9.326485 11.301756 12.927607 10.436017 10.597577 9.843603
#> ind28 13.526855 8.979855 14.838065 10.413148 11.252343 7.861213
#> ind29 11.893830 11.722876 8.731842 12.056031 11.904092 9.905754
#> ind30 10.540681 8.412551 13.238674 10.403488 9.971995 12.123792
#> ind31 12.134951 9.590062 11.395925 13.711474 9.551497 12.055259
#> ind32 11.945463 8.217094 8.989501 11.473631 7.326067 7.964610
#> ind33 12.820718 10.307937 8.515079 11.278724 7.860325 6.204025
#> ind34 9.940330 10.135660 8.880948 7.476648 8.410809 12.642385
#> ind35 8.722431 9.242163 11.175177 10.713344 11.807604 9.521747
#> ind36 16.443117 8.705264 14.449641 11.118009 11.249224 8.131028
#> ind37 12.067595 14.460071 12.278329 11.986754 9.791180 9.384798
#> ind38 9.528893 13.498541 11.671119 13.503483 13.650178 10.124844
#> ind39 12.226973 9.550931 11.095574 8.633215 10.693245 10.016957
#> ind40 8.134990 10.697879 12.897644 9.164590 12.092199 11.374425
#> ind41 12.289187 8.265877 14.875660 9.728505 11.395276 13.939393
#> ind42 8.156687 8.955849 10.811485 11.660380 12.570081 11.325738
#> ind43 13.634044 10.469106 12.622749 11.542646 12.092587 11.716376
#> ind44 12.258855 12.221578 13.453270 11.185469 10.572981 12.309167
#> ind45 11.510646 10.150870 13.354660 14.229494 11.365384 12.617414
#> ind46 16.408670 12.708427 13.477839 12.523341 6.770884 9.516771
#> ind47 12.688549 7.775324 12.253468 10.882317 11.697883 8.536051
#> ind48 11.138407 13.905816 13.007732 9.792443 9.474372 11.323192
#> ind49 12.290620 8.885632 9.241109 11.637490 6.612959 9.430115
#> ind50 12.573168 16.518867 11.245855 16.327714 10.900522 10.943527
#> ind51 9.063630 9.760496 10.426702 7.710928 8.097192 10.400153
#> ind52 10.561953 12.978978 13.993968 9.676565 11.555170 13.588753
#> ind53 10.573920 12.350848 10.468246 8.892372 11.895191 9.845200
#> ind54 9.992981 10.279347 9.758129 11.872439 11.717817 10.176365
#> ind55 10.914383 10.720407 7.699655 10.684662 6.979709 11.847618
#> ind56 13.331660 11.459276 7.808244 7.056012 10.760253 14.794019
#> ind57 13.714335 13.316415 12.244624 10.468742 9.806542 14.117482
#> ind58 12.685550 14.245233 10.939930 13.424271 12.566367 14.431205
#> ind59 8.085002 8.207933 10.640104 8.764687 11.154855 10.954642
#> ind60 12.571362 8.875393 12.293942 11.909166 12.165785 13.149510
#> ind61 15.081234 6.750332 11.654920 11.378155 11.318264 14.454832
#> ind62 15.603239 11.923498 9.746281 13.384773 9.129829 14.400175
#> ind63 13.196850 10.126183 11.263603 8.484258 10.207289 13.373207
#> ind64 12.115919 13.638902 13.818703 8.871045 14.665718 7.822793
#> ind65 12.809475 8.709299 13.092096 9.197628 9.708358 13.642762
#> ind66 12.487113 9.535445 12.737562 11.721740 11.256219 11.804383
#> ind67 11.240107 13.556858 9.558907 14.475181 10.656299 11.432810
#> ind68 10.871663 10.662891 10.684940 10.897213 7.749767 14.369713
#> ind69 9.825911 12.063178 8.225629 11.583308 11.820984 11.325631
#> ind70 8.827391 10.186527 11.716777 12.476264 11.260257 12.188594
#> ind71 11.394252 10.518970 7.538260 8.717798 9.522684 10.710791
#> ind72 14.167453 8.844246 9.071703 11.032167 13.868440 10.320558
#> ind73 10.823170 8.822912 9.570296 7.966400 9.841562 10.693509
#> ind74 11.438340 9.601341 11.499383 11.245229 8.910112 11.192403
#> ind75 10.696368 7.658715 13.871907 13.421593 12.468150 10.879480
#> ind76 14.339528 11.206341 10.869847 11.571731 10.013625 12.760318
#> ind77 8.878285 11.255297 7.595576 12.156010 9.577275 12.451612
#> ind78 10.550428 12.368216 14.230775 10.083203 7.098817 13.696607
#> ind79 10.448513 15.353843 13.069633 9.035613 5.798293 11.202812
#> ind80 9.577533 9.989381 11.125810 8.253335 10.748024 11.154282
#> ind81 10.472623 12.696195 11.859210 12.377147 11.246180 15.158718
#> ind82 11.859732 10.809137 10.077180 14.169665 13.862034 12.539049
#> ind83 11.273455 10.747941 10.912754 10.605524 9.138041 10.278686
#> ind84 13.895286 9.040219 9.462759 12.628488 9.300588 11.101176
#> ind85 8.753610 12.898425 11.253914 8.618974 11.223748 13.538418
#> ind86 11.415162 8.888880 12.085242 12.516641 11.185325 10.415269
#> ind87 11.988123 10.106971 10.737077 12.205403 9.479940 14.588581
#> ind88 13.755807 8.239284 12.939070 9.770515 7.445785 14.046087
#> ind89 14.412476 9.496254 12.894906 11.250226 10.440753 13.758963
#> ind90 12.456457 11.230365 9.264645 8.491993 9.473312 10.992146
#> ind91 13.980687 13.881425 10.336538 11.828418 11.291803 15.191064
#> ind92 12.333785 7.439082 10.775393 11.808294 13.500313 9.855833
#> ind93 13.628547 11.048901 10.548383 10.997543 10.094644 10.075222
#> ind94 12.728477 12.145646 9.147052 12.250960 11.857998 12.045406
#> ind95 10.738323 11.503244 7.453409 9.832514 10.422349 12.493912
#> ind96 14.069544 9.648859 15.636407 9.450126 16.404629 14.759228
#> ind97 12.263969 8.996247 11.189490 11.710239 10.666001 11.127338
#> ind98 8.692589 10.781760 6.608123 10.072889 11.917765 12.545715
#> ind99 11.523597 10.807707 9.289680 11.245160 10.635189 14.590826
#> ind100 12.663313 12.146660 14.197982 6.767586 14.333478 12.417104
#> comp_id_189 comp_id_190 comp_id_191 comp_id_192 comp_id_193 comp_id_194
#> ind1 12.541610 12.894022 10.996412 12.017527 NA 14.176228
#> ind2 8.788236 8.844666 13.458502 11.998373 15.748545 8.779604
#> ind3 8.098011 12.051986 9.941623 9.566448 13.728829 11.959295
#> ind4 10.746697 7.783220 11.952493 6.912209 11.275757 12.762993
#> ind5 12.267557 12.648189 15.549965 10.492450 14.806907 10.752738
#> ind6 7.036107 12.492663 9.843037 9.491721 13.457759 14.759520
#> ind7 12.395869 12.225508 11.042227 12.146033 11.068178 10.412891
#> ind8 10.174971 14.302888 11.778410 8.659411 14.763608 11.777671
#> ind9 11.953297 9.559482 11.319038 13.489453 12.157462 8.408761
#> ind10 12.195256 11.562473 10.304134 7.446365 11.746625 9.559766
#> ind11 9.125087 7.232010 11.199914 15.310437 11.372390 10.601219
#> ind12 7.273480 8.478676 12.246293 10.324377 13.470143 9.593972
#> ind13 14.469945 12.734179 9.650303 11.177952 10.941865 7.877682
#> ind14 14.268435 10.011304 11.590644 10.182920 11.768065 7.940187
#> ind15 13.592421 11.692547 12.295017 11.688164 11.605506 9.841431
#> ind16 8.560393 7.186618 12.622165 12.645651 7.609957 11.369161
#> ind17 11.120150 10.729373 7.176139 9.947100 8.466279 9.353654
#> ind18 12.579237 5.363242 11.664192 15.768008 7.711741 7.042852
#> ind19 14.294429 12.503644 10.140696 11.351415 11.790646 8.166287
#> ind20 13.091299 12.534164 10.461228 10.881435 12.616273 7.529595
#> ind21 10.236380 13.409121 12.071761 11.226111 11.600457 11.242775
#> ind22 14.702819 13.649099 12.733437 11.165966 11.655295 8.172814
#> ind23 9.154734 9.780039 14.909199 10.603790 6.978204 10.402223
#> ind24 10.907551 7.619161 14.102575 9.674846 7.812851 5.037570
#> ind25 13.787821 12.869633 9.755350 12.042673 12.713732 7.992514
#> ind26 10.210766 11.480178 12.370640 12.242242 11.689490 10.836666
#> ind27 13.553641 8.128266 13.636082 12.790184 9.309600 13.327992
#> ind28 11.985280 11.126130 11.767719 13.399999 12.350392 9.226703
#> ind29 11.806140 6.334253 14.346365 7.831156 10.776611 8.774383
#> ind30 11.985182 13.648683 7.887409 10.976237 14.892213 11.212532
#> ind31 12.624752 8.667420 12.401991 13.602886 11.980569 12.799141
#> ind32 15.578697 11.739011 9.829326 11.140382 12.805986 11.323727
#> ind33 11.563760 9.376374 10.818659 10.947031 7.737651 11.944284
#> ind34 12.856594 9.197986 8.732754 6.344799 11.759601 11.210560
#> ind35 10.706333 12.152193 11.206342 14.990983 11.132790 8.364657
#> ind36 14.547308 12.450216 8.581102 11.210935 8.761378 8.726416
#> ind37 11.457809 13.094493 11.501929 11.525743 13.671734 11.373538
#> ind38 13.403405 11.409757 12.420151 16.047183 12.474687 7.411509
#> ind39 14.157006 9.717625 10.636086 14.025469 12.566708 9.300838
#> ind40 12.713923 13.550031 11.188241 12.078892 11.327945 11.668551
#> ind41 7.857897 8.261149 13.155016 7.389233 12.751439 13.144736
#> ind42 13.613979 10.737567 10.296755 10.443760 9.535893 9.507339
#> ind43 10.455725 10.951380 11.912515 13.388056 14.123429 9.893991
#> ind44 12.120448 13.336790 13.590973 11.589621 13.655273 9.990665
#> ind45 10.021572 8.992847 11.510688 15.316799 12.076530 10.700999
#> ind46 10.284064 13.166973 14.120939 12.974832 10.707346 9.962047
#> ind47 11.925641 10.530572 12.026881 16.100045 12.584324 10.501540
#> ind48 11.704950 9.753018 11.740090 14.870446 11.036507 9.129331
#> ind49 13.297470 11.208128 11.584997 8.703468 14.653365 8.300718
#> ind50 10.107644 10.622699 10.078908 13.837388 12.311583 14.180745
#> ind51 8.868925 10.621260 10.642089 14.877920 7.979289 12.268181
#> ind52 10.966348 7.152957 12.156018 9.514196 9.510502 14.371529
#> ind53 10.699563 9.388479 10.410810 7.182409 11.585847 11.290750
#> ind54 9.034197 14.219319 7.906517 15.170917 13.199630 13.992572
#> ind55 12.838449 9.776127 13.594044 8.156646 13.310436 10.147811
#> ind56 12.474726 10.288773 8.570431 13.085284 10.727280 10.655399
#> ind57 10.356866 9.890656 11.061554 10.843142 14.723847 9.345575
#> ind58 13.667413 14.159932 9.246168 10.127179 14.591467 9.359697
#> ind59 13.387526 16.261993 9.917899 10.946388 6.625984 13.058652
#> ind60 9.311182 11.437159 11.845071 13.465623 9.104006 10.875855
#> ind61 5.934631 10.584060 6.642045 11.957601 11.389844 13.811521
#> ind62 10.125140 9.231496 10.201578 13.690557 12.080531 12.995029
#> ind63 11.569908 12.877305 10.198867 13.735294 10.564767 13.406907
#> ind64 9.114145 10.146633 13.582464 10.687307 11.291564 7.420496
#> ind65 9.630752 11.155571 10.683682 10.617078 8.427391 11.531208
#> ind66 10.224289 13.361068 10.071851 12.567650 9.575048 16.086753
#> ind67 9.039863 8.921161 13.348599 11.156039 12.139088 12.949913
#> ind68 7.903888 10.244686 4.917894 8.875241 10.076405 13.316958
#> ind69 10.041595 13.213316 6.485874 12.785788 10.687788 13.108828
#> ind70 10.712195 12.333981 11.849641 14.211928 11.193728 7.310660
#> ind71 9.816107 12.984131 13.387965 9.018482 12.641327 11.549333
#> ind72 11.472769 9.237458 15.318662 10.375753 16.308351 10.411865
#> ind73 10.912699 12.910170 7.878253 13.584372 8.682575 17.163903
#> ind74 9.686820 12.029623 9.671098 11.158521 11.907374 10.532509
#> ind75 11.354988 13.300598 15.264227 11.138058 12.526833 12.529307
#> ind76 11.200702 14.507041 7.368150 13.699105 11.947043 11.503934
#> ind77 8.084637 12.044221 9.718849 12.216353 9.473151 9.864936
#> ind78 10.992359 9.062626 9.900969 11.243505 8.467268 13.030964
#> ind79 8.647795 13.094158 13.211414 10.571041 8.802532 11.439930
#> ind80 10.315905 11.820909 9.769043 7.602071 12.356300 11.474768
#> ind81 10.935262 9.960034 14.132950 7.622529 13.300146 8.883598
#> ind82 9.847932 11.991287 8.671995 15.333485 15.095825 12.306405
#> ind83 11.171984 13.423883 10.201024 8.359577 11.631041 10.059660
#> ind84 12.316093 10.340865 10.696345 7.208364 10.652054 7.557239
#> ind85 11.675139 14.631045 12.283193 14.339050 8.354881 13.739767
#> ind86 12.934739 10.283148 16.138373 14.702799 14.267641 9.913438
#> ind87 6.740092 15.418448 10.824249 12.965888 10.945744 13.237875
#> ind88 6.960950 12.434974 11.939684 10.593648 11.654789 9.866440
#> ind89 9.344548 11.896232 7.589030 12.068034 9.498987 11.965990
#> ind90 12.514845 12.132996 8.597459 9.789232 10.006786 12.418157
#> ind91 15.224761 8.079908 11.455296 5.800925 13.303253 8.475269
#> ind92 10.286715 9.946420 14.203987 8.120013 12.450489 8.503893
#> ind93 11.191306 12.039923 13.424644 11.430001 16.153555 11.463087
#> ind94 11.823717 8.783790 9.213908 11.139176 12.351250 13.761905
#> ind95 11.133649 14.051353 11.878000 12.259946 11.354447 11.987817
#> ind96 11.195026 12.576566 9.380381 10.977743 11.775497 12.205347
#> ind97 10.625130 14.152866 12.603828 10.994202 10.171290 8.756470
#> ind98 13.157034 10.531674 6.101392 12.460459 14.827813 14.768403
#> ind99 10.951957 12.478625 7.667080 7.588819 13.336904 10.391142
#> ind100 12.087840 11.332355 10.365603 13.259304 9.842602 10.416253
#> comp_id_195 comp_id_196 comp_id_197 comp_id_198 comp_id_199 comp_id_200
#> ind1 NA 12.367932 12.976860 NA 9.468199 9.407328
#> ind2 11.093644 10.905710 11.792603 14.003652 12.819298 10.328918
#> ind3 10.143765 NA 12.579258 12.380260 13.738499 14.334807
#> ind4 9.974141 12.609461 9.259143 11.064745 12.231319 8.524371
#> ind5 12.415536 10.713595 10.060574 7.362473 11.808994 15.011377
#> ind6 8.864075 9.848681 13.932598 11.122376 12.802778 14.965783
#> ind7 12.430666 11.724105 9.847894 10.793276 15.374016 15.394553
#> ind8 10.816888 13.399198 13.530471 8.048416 11.527165 10.774355
#> ind9 10.370120 12.892196 11.779591 8.390097 11.757162 13.483044
#> ind10 11.122203 12.409235 8.394539 11.218442 13.925001 13.388607
#> ind11 6.890791 9.678612 10.013306 12.321508 10.113197 12.003032
#> ind12 12.272287 8.899418 8.880561 11.381990 11.730340 12.413530
#> ind13 13.507086 12.994991 13.289533 15.728493 10.034144 13.893101
#> ind14 11.305940 13.682232 9.748519 8.283530 10.941466 11.153113
#> ind15 14.510024 10.254808 10.098074 8.638750 7.247105 11.503226
#> ind16 9.756950 13.582795 11.401325 9.344484 14.051734 9.551468
#> ind17 12.420208 11.601911 8.771620 12.496919 6.333473 14.395344
#> ind18 10.843638 12.147311 11.508987 11.622626 14.433544 10.522953
#> ind19 10.954383 14.906567 13.923577 11.103399 11.006081 11.612229
#> ind20 9.685485 11.426110 9.707357 12.042763 12.184544 13.600154
#> ind21 13.441057 8.657533 12.595604 10.700575 14.574131 10.544654
#> ind22 12.703031 10.704964 9.649697 12.203978 9.481591 14.542703
#> ind23 10.085508 9.778880 6.577898 10.426111 10.468740 12.473945
#> ind24 10.090784 11.786534 9.469562 11.754607 11.703726 14.181063
#> ind25 12.650110 13.768081 8.532287 12.038965 9.711976 12.392963
#> ind26 8.883083 11.741132 8.356606 10.973563 8.543656 11.486276
#> ind27 11.733521 10.871015 17.733344 12.777474 9.317127 12.438492
#> ind28 12.486580 11.407773 11.496119 11.240013 10.482791 15.284602
#> ind29 9.792394 11.704416 11.493248 12.820293 14.323222 12.218346
#> ind30 8.501901 11.826799 7.846872 11.100782 12.535247 13.492102
#> ind31 9.727456 12.191433 12.459206 10.960844 8.161101 11.177552
#> ind32 9.454423 14.028546 8.465237 14.118859 9.991754 12.420603
#> ind33 11.119761 12.519212 11.237009 15.683578 11.441649 13.184386
#> ind34 11.875674 13.466237 9.264693 9.092260 9.782424 12.534728
#> ind35 13.936854 10.640344 11.598313 12.169964 9.510494 9.684572
#> ind36 10.490479 12.430722 7.198254 12.485306 11.816436 12.469725
#> ind37 11.376222 12.815866 10.402225 13.469481 8.918276 13.607634
#> ind38 7.013927 11.721092 11.924879 14.233059 13.607618 9.997102
#> ind39 9.015808 10.804315 9.263519 12.495317 12.890989 16.055851
#> ind40 9.414958 13.428835 13.183155 14.618667 12.482215 14.605819
#> ind41 9.766265 13.994921 7.653458 8.045726 13.002231 6.468469
#> ind42 10.611737 11.489663 11.006380 12.613416 11.979611 14.981590
#> ind43 14.004695 13.164644 15.188666 10.610177 12.345027 13.984878
#> ind44 8.863264 10.848112 11.694135 9.147586 11.016638 12.852137
#> ind45 6.717672 9.411448 10.505072 11.280375 9.966728 12.011531
#> ind46 8.873258 8.668573 10.721310 13.958630 11.111869 14.065669
#> ind47 11.185086 10.416342 13.229676 8.994147 15.892584 10.174665
#> ind48 8.339166 14.534676 7.741840 10.754321 12.056038 9.520523
#> ind49 11.298226 9.759536 10.753244 13.000724 11.304516 13.078267
#> ind50 7.800272 7.457353 13.943847 12.321189 14.203634 10.192293
#> ind51 8.976791 7.666044 12.145748 9.708021 10.510670 5.066676
#> ind52 10.413576 11.083813 11.685408 8.098135 8.363553 8.674561
#> ind53 12.300306 10.689536 14.008149 10.096665 9.389596 10.089665
#> ind54 10.462343 11.327256 11.287779 5.764230 8.854856 9.013859
#> ind55 11.868328 14.657754 6.681563 7.657172 4.663762 11.516066
#> ind56 10.044599 11.179443 11.760506 7.925033 9.173261 9.101041
#> ind57 14.090642 12.539698 8.198678 7.053119 6.992479 9.776856
#> ind58 9.890061 9.811201 11.108663 9.731038 10.584382 8.710425
#> ind59 9.985649 8.257407 12.230952 12.243062 11.479376 10.605445
#> ind60 10.334370 11.989647 11.523227 6.138271 8.226855 8.380325
#> ind61 11.617159 13.502058 13.905897 10.092027 9.666936 3.730053
#> ind62 12.512028 15.198222 11.406694 5.078458 7.734138 8.168497
#> ind63 9.623027 7.673746 12.028034 5.820631 11.250525 7.588141
#> ind64 8.336549 10.334666 11.830390 5.605336 8.130630 10.947174
#> ind65 12.968259 9.347129 14.373764 10.781551 9.928957 8.893127
#> ind66 13.400630 9.091152 9.436668 12.879001 11.353931 4.974315
#> ind67 11.953699 11.408379 10.088620 7.168960 8.782251 8.196699
#> ind68 8.210393 14.961603 14.530558 7.285054 10.413710 4.258457
#> ind69 13.619797 11.373382 9.287891 8.313733 10.900163 10.072761
#> ind70 11.025455 11.473757 7.279346 7.454987 9.584416 8.077438
#> ind71 9.216264 16.414526 9.288484 7.083650 7.767021 8.762456
#> ind72 12.483586 17.338803 7.907550 8.201851 8.116943 8.449522
#> ind73 12.355026 10.838740 10.178817 10.140724 10.517822 6.408873
#> ind74 12.344866 11.827402 12.765106 9.545469 8.070722 5.682291
#> ind75 12.074488 11.264789 10.992894 12.529195 12.998084 7.939492
#> ind76 13.864152 11.063166 10.293926 11.898921 10.869016 8.907591
#> ind77 10.036299 8.265848 11.775553 12.163582 12.286705 8.397095
#> ind78 8.427993 7.733153 11.186011 7.582788 12.912070 10.362226
#> ind79 9.870518 8.376487 13.383665 2.792526 8.164716 7.348885
#> ind80 10.654405 11.672388 11.100814 9.426123 10.891018 9.318567
#> ind81 10.008228 11.002952 11.061773 9.727310 8.773687 9.332836
#> ind82 9.030869 11.050464 12.787325 6.232904 9.217522 9.740814
#> ind83 11.140197 11.616892 9.616053 13.396275 12.292565 7.940827
#> ind84 10.543445 13.325667 13.582375 12.979763 8.124571 5.701826
#> ind85 6.465727 7.387701 13.052461 4.608474 9.134597 13.465212
#> ind86 12.220573 11.079722 9.431667 9.322707 8.838928 12.732275
#> ind87 8.620818 10.543999 8.749224 8.275674 12.322049 7.470828
#> ind88 13.178832 10.277018 10.415929 9.945281 11.113128 8.117133
#> ind89 10.083095 11.390014 17.189448 8.708158 13.139760 4.952757
#> ind90 16.000494 11.196234 11.254240 11.673603 9.514116 8.030858
#> ind91 10.964428 13.321949 7.775759 7.224783 9.315128 11.479292
#> ind92 13.540719 10.573925 12.037517 13.372557 11.585128 9.546917
#> ind93 10.319903 8.808653 11.135028 8.690456 7.449001 10.205421
#> ind94 15.682432 13.248449 11.445910 6.552240 9.595588 9.978823
#> ind95 7.988131 10.655101 11.295936 4.102342 8.413591 10.546940
#> ind96 8.051154 8.396582 11.880138 5.766234 9.834722 7.086405
#> ind97 11.621442 8.180716 9.910388 7.688543 8.951533 8.761214
#> ind98 9.757676 11.009832 11.265846 8.220242 5.670357 6.083246
#> ind99 11.658461 11.142158 7.899479 6.495776 7.751571 10.402830
#> ind100 5.237632 8.441281 12.946506 7.362955 6.690338 9.747548
#> comp_id_201 comp_id_202 comp_id_203 comp_id_204 comp_id_205 comp_id_206
#> ind1 9.951427 13.671170 NA 10.562628 12.675949 9.755068
#> ind2 8.475755 12.283353 13.137570 11.154939 NA 8.672648
#> ind3 12.860713 9.423359 NA 12.245570 8.826786 9.773318
#> ind4 11.404958 11.938128 17.148710 10.258933 8.170320 13.104729
#> ind5 10.459694 10.448274 12.021904 11.263478 8.431681 12.443359
#> ind6 14.285157 9.446728 10.349206 12.901083 8.988667 8.102869
#> ind7 12.913308 10.103780 11.646420 10.643405 13.718873 10.852041
#> ind8 11.096176 12.909467 9.922510 11.500773 11.904550 12.799743
#> ind9 10.806669 7.546582 13.483092 12.265660 7.619714 12.808726
#> ind10 11.990843 8.307878 13.168857 16.778321 11.921231 11.094182
#> ind11 14.288485 11.774640 11.447475 9.249734 10.257459 10.407957
#> ind12 8.663559 10.765150 9.209999 12.704290 9.584856 10.530305
#> ind13 8.856556 11.730999 12.509612 9.545678 9.167748 11.190645
#> ind14 12.552929 10.688165 8.489549 11.743853 9.304232 9.878353
#> ind15 7.605872 10.100722 10.931198 10.011073 11.357718 10.738851
#> ind16 14.563423 8.984609 6.969360 8.391354 10.511878 11.318586
#> ind17 16.212050 14.839315 11.651052 12.478358 11.659641 12.478318
#> ind18 13.353696 13.052941 11.970076 12.432999 10.551200 13.392631
#> ind19 13.575184 11.413759 11.059313 9.743329 11.329239 9.246512
#> ind20 11.358340 10.399994 10.652730 12.338117 10.709548 8.626503
#> ind21 12.712858 8.848676 11.528803 6.885513 11.664616 11.018792
#> ind22 9.633315 11.327050 8.482552 7.309876 12.305235 11.562139
#> ind23 13.114880 9.703066 7.107495 13.091081 11.292581 11.781513
#> ind24 12.484981 11.684305 12.831341 9.577513 11.269632 11.075062
#> ind25 10.171858 10.726862 8.949976 8.862688 9.651224 11.293076
#> ind26 11.068108 12.117542 9.065989 10.174735 12.951197 14.163276
#> ind27 10.679778 7.476228 11.546602 11.598367 13.002079 12.700795
#> ind28 9.307518 9.557316 8.665882 11.247086 9.322960 12.662742
#> ind29 13.110395 9.044982 9.713002 9.376857 10.481514 11.407500
#> ind30 9.581409 6.364005 11.002774 11.123155 9.954156 13.384117
#> ind31 12.045959 10.375869 12.106488 10.075020 9.800285 13.587784
#> ind32 11.916098 13.611007 12.195353 8.681361 10.118445 10.426597
#> ind33 12.312922 13.281338 15.487573 8.880363 11.271566 13.061451
#> ind34 11.889973 10.783677 6.734157 10.387808 10.606429 14.784726
#> ind35 9.714067 10.002305 13.861817 5.994902 6.173219 14.675900
#> ind36 13.174261 12.782471 10.417812 10.681222 7.950815 10.776890
#> ind37 8.550695 12.534611 6.536825 9.076910 11.758156 11.854925
#> ind38 11.055536 9.467004 11.588889 9.169143 6.121754 12.861107
#> ind39 10.450748 9.793877 9.424718 8.575858 10.686634 15.867850
#> ind40 12.879435 9.524680 14.966925 10.910916 10.093273 12.145373
#> ind41 13.574187 10.497966 12.956654 11.762741 10.210780 12.842435
#> ind42 9.510357 11.119484 12.118522 12.982453 10.487333 13.577075
#> ind43 10.607685 7.990723 10.931915 10.496903 7.874277 12.380288
#> ind44 14.448051 9.188689 5.394811 11.744348 13.084328 13.888454
#> ind45 12.657853 11.440196 11.330265 8.979212 8.640825 7.595662
#> ind46 12.113074 14.019722 9.344962 10.873581 10.769597 13.054209
#> ind47 13.949919 8.887396 12.996513 9.166532 6.589818 12.191643
#> ind48 11.429575 9.516479 7.650485 9.802371 13.484000 10.081288
#> ind49 7.521283 9.514060 10.946344 9.376070 9.701752 13.718548
#> ind50 13.210589 9.447817 11.897588 12.414724 12.303672 10.343261
#> ind51 9.334062 5.429747 9.127784 5.414250 8.415745 10.778158
#> ind52 7.844680 10.629696 13.121911 8.786594 8.116710 7.516958
#> ind53 10.359415 9.290920 8.976450 6.656906 8.516501 7.621314
#> ind54 11.265697 7.506554 9.637798 8.930786 9.220582 6.520645
#> ind55 5.507235 12.941929 11.206681 6.485929 9.758346 7.050321
#> ind56 11.931140 4.072494 10.910359 8.995301 5.768687 7.658089
#> ind57 8.473775 10.022069 7.909309 8.891579 11.358614 7.982394
#> ind58 11.517197 8.077216 10.295856 11.270105 9.573761 12.088763
#> ind59 12.344817 10.629183 9.830385 8.211270 7.056670 10.224245
#> ind60 11.143259 9.680727 7.659163 7.416850 9.274791 6.431931
#> ind61 9.280447 6.207661 12.117357 8.977847 10.455406 10.246789
#> ind62 8.147536 7.985906 10.030575 8.961474 9.703116 6.270191
#> ind63 11.308192 8.956388 9.904448 10.500689 10.130746 8.317671
#> ind64 5.896135 10.115711 11.431345 9.616912 6.534366 5.249874
#> ind65 11.351056 5.916392 10.411754 7.270940 6.072635 11.079707
#> ind66 12.536667 10.666269 9.039561 6.139774 8.561704 9.645023
#> ind67 9.126926 8.543346 10.205791 8.241134 6.538149 7.372105
#> ind68 7.738140 7.064989 10.929343 7.361908 8.377090 8.935931
#> ind69 4.942876 8.066629 10.035444 4.061106 4.947810 9.198209
#> ind70 8.219308 10.399151 6.745614 9.399014 9.459561 6.657531
#> ind71 5.292332 9.075653 12.587897 8.000409 9.412933 9.027434
#> ind72 7.261334 10.390582 13.300913 10.233776 13.037661 7.646070
#> ind73 10.658054 5.746073 11.029190 9.200690 8.184631 9.640323
#> ind74 10.645222 8.409513 7.456498 9.622945 9.593880 11.166243
#> ind75 7.667477 9.239538 7.444147 8.933108 10.472756 10.561475
#> ind76 10.886904 9.952764 11.712949 9.317075 7.745966 5.230216
#> ind77 8.480917 9.992292 10.130961 6.913337 9.398416 8.826741
#> ind78 9.488664 11.691423 6.977443 6.941680 9.752629 11.514086
#> ind79 4.879043 5.919516 8.541928 10.782195 9.543125 9.786728
#> ind80 12.769996 7.802703 8.066948 5.668660 8.328751 7.286460
#> ind81 10.580289 11.574351 10.625719 10.085816 9.352133 10.078733
#> ind82 11.144436 7.181420 6.999140 6.651470 8.637242 8.794908
#> ind83 10.710182 8.879821 9.757266 11.518618 8.328003 8.909606
#> ind84 7.697212 10.319032 6.884334 8.494174 6.683193 10.447619
#> ind85 11.418605 7.414045 8.331965 7.109956 6.862604 10.215009
#> ind86 6.232204 13.158492 8.821538 6.274210 8.055457 8.762920
#> ind87 9.663823 6.799372 7.972161 7.314060 7.890409 11.245012
#> ind88 9.334447 9.790808 8.077431 8.079048 10.023629 12.231298
#> ind89 9.977495 9.387670 10.998010 6.126111 7.930460 11.110944
#> ind90 8.650108 9.776119 10.943667 6.557143 9.877717 9.534361
#> ind91 11.633891 7.463350 10.053508 9.629343 11.709970 10.867130
#> ind92 7.340812 9.257965 10.656058 8.212475 9.979574 11.422661
#> ind93 6.542139 9.828953 11.209972 8.048833 8.846968 9.364658
#> ind94 10.786686 7.544392 12.024478 10.537968 8.978723 7.063369
#> ind95 8.538653 13.152336 9.529424 8.094784 6.512954 8.072334
#> ind96 10.885227 8.145664 7.795348 12.097741 8.084914 7.103518
#> ind97 7.951158 9.485277 9.616826 10.262945 9.641499 10.607475
#> ind98 12.739437 7.371225 10.633918 8.872263 8.029105 8.546403
#> ind99 7.653564 7.788829 10.060648 10.275403 11.815793 7.706303
#> ind100 9.616698 6.043749 5.899571 5.385281 6.767037 10.673845
#> comp_id_207 comp_id_208 comp_id_209 comp_id_210 comp_id_211 comp_id_212
#> ind1 10.241864 NA 10.936065 14.132106 10.466725 11.165596
#> ind2 12.304101 NA 11.398841 8.133972 10.470491 5.824995
#> ind3 11.716438 12.021439 9.393151 NA NA NA
#> ind4 11.785675 12.424598 10.072099 10.795620 14.050325 10.014831
#> ind5 12.563991 11.632244 11.106016 13.029741 13.888974 7.466354
#> ind6 10.969635 10.984150 9.885329 8.184268 13.596685 12.270832
#> ind7 11.384414 14.427264 11.629483 11.679972 10.191808 10.846434
#> ind8 10.493651 12.172111 14.008130 11.278757 10.924160 13.392592
#> ind9 9.307969 10.286578 12.813245 6.852424 10.989208 12.659169
#> ind10 7.452974 11.082137 11.187596 12.190373 10.166845 11.297574
#> ind11 8.242373 9.829392 13.265407 12.136699 12.012526 7.187783
#> ind12 8.329725 12.834708 15.983876 10.666832 13.112718 14.047291
#> ind13 8.213004 10.607953 12.643314 12.302093 10.321388 8.973445
#> ind14 12.509745 13.074302 7.735382 9.577504 13.430196 14.377279
#> ind15 9.385367 11.989242 12.444210 10.556712 13.544994 9.875350
#> ind16 9.488950 9.897626 13.733420 11.683361 12.719018 12.323741
#> ind17 10.580415 9.274803 9.651827 12.117591 13.336220 9.968381
#> ind18 11.252744 10.996878 10.997086 13.899549 14.527542 9.120174
#> ind19 10.186560 12.338470 12.592943 13.038906 11.926467 12.231072
#> ind20 9.040067 9.257051 11.531660 8.681216 7.888740 12.441231
#> ind21 9.261154 14.513554 12.742937 14.485698 8.108375 9.569690
#> ind22 12.844120 10.616274 11.036284 8.743046 9.871452 12.941676
#> ind23 12.413725 8.242662 14.486004 14.251779 11.081811 10.504250
#> ind24 13.778205 9.340688 13.856850 10.575913 13.139604 11.249069
#> ind25 12.127208 10.616412 11.006699 10.274038 13.529941 9.885922
#> ind26 15.720091 11.368875 13.220356 11.004121 9.145696 11.638374
#> ind27 7.874130 12.410662 8.124418 13.645006 13.088577 11.350628
#> ind28 9.306403 10.847342 10.430844 12.853226 15.164876 10.263763
#> ind29 10.868080 13.395510 13.634859 8.601118 14.331412 13.952966
#> ind30 8.798571 9.506752 12.249473 12.982347 9.684040 14.568012
#> ind31 6.786071 12.193373 13.170056 11.331276 8.690028 8.912603
#> ind32 9.368498 10.851377 12.827218 14.153612 10.871001 11.727572
#> ind33 9.322338 8.449354 14.759113 11.006474 12.069799 13.691658
#> ind34 14.139514 12.484781 9.787012 11.444503 14.497978 11.551522
#> ind35 9.928035 13.433273 11.719871 9.352003 13.272795 11.553960
#> ind36 7.404765 12.008041 9.762525 13.014619 12.550872 12.611363
#> ind37 14.283332 12.594165 10.330560 7.496862 10.432355 14.800415
#> ind38 8.718169 10.919741 13.411286 10.570281 8.571043 12.421032
#> ind39 9.086606 6.994315 12.995483 8.351031 11.422059 8.776820
#> ind40 8.485887 12.543228 13.895696 14.093425 12.981704 11.580480
#> ind41 13.694123 13.358465 7.988553 10.074385 14.706797 7.822833
#> ind42 8.689474 11.287594 12.209839 9.296502 9.326956 12.475764
#> ind43 10.092647 11.347424 10.807316 11.693268 11.610172 8.348824
#> ind44 9.650053 11.773796 9.097286 11.624614 9.633375 11.010185
#> ind45 7.645184 9.695952 14.416670 10.316595 10.960685 6.783101
#> ind46 9.826856 11.332853 13.308236 15.090826 12.330758 12.280813
#> ind47 10.261201 12.233915 13.238359 13.233497 14.067824 10.374912
#> ind48 12.553963 8.133895 14.598912 12.463374 9.048291 13.620035
#> ind49 8.365161 8.962265 13.079505 9.753278 11.637471 12.505920
#> ind50 8.298075 12.955674 12.475700 8.076153 9.265494 14.167301
#> ind51 11.359103 8.350374 8.632981 6.309206 11.294778 6.475276
#> ind52 6.752811 11.528556 7.628962 9.054398 7.520124 10.057148
#> ind53 8.775223 10.041640 8.858716 9.424766 9.689354 10.126652
#> ind54 10.867831 8.839732 9.421038 6.914409 12.291595 9.988892
#> ind55 11.211564 8.291885 5.591483 7.911666 7.538951 12.513751
#> ind56 9.814718 6.596641 6.917226 9.512157 7.557911 12.980376
#> ind57 10.132610 9.365023 8.888641 5.692852 8.667388 9.559815
#> ind58 6.056029 7.595151 7.203301 13.434404 10.459260 7.701718
#> ind59 11.427704 6.842840 6.365477 10.350080 11.178152 7.409364
#> ind60 8.950404 9.059777 9.448683 2.760917 8.771021 9.847784
#> ind61 10.930916 9.822775 11.227773 8.914041 9.705600 11.581727
#> ind62 6.699360 9.237543 11.019764 8.114113 10.333399 7.223669
#> ind63 7.734863 9.600425 2.382941 3.298919 9.757346 12.018908
#> ind64 3.428664 9.888070 9.052296 9.839409 9.907687 8.917997
#> ind65 12.566398 9.242241 8.974380 7.246449 7.191884 8.894438
#> ind66 11.223624 8.697983 7.943274 10.619666 8.103042 4.624291
#> ind67 8.890829 10.135311 8.479751 11.707212 6.986231 8.484798
#> ind68 5.970178 12.996891 9.615909 7.042367 10.620499 9.123414
#> ind69 6.753769 10.983912 12.016637 10.323616 12.283573 9.004379
#> ind70 8.096324 8.739237 9.509536 6.837570 10.718800 9.296396
#> ind71 10.870101 9.479195 6.732153 10.170898 10.295174 11.121348
#> ind72 10.606718 5.115899 6.598961 8.728856 8.439264 12.384001
#> ind73 10.667510 7.466907 6.676875 8.370374 9.745480 7.040302
#> ind74 10.437346 12.785798 4.116706 6.548813 5.608976 7.489542
#> ind75 9.224606 11.470499 9.492608 8.141817 8.388094 5.679704
#> ind76 10.552175 10.144844 10.880401 6.542519 8.622781 7.768833
#> ind77 8.421792 10.221127 10.354356 7.019114 9.345866 6.814682
#> ind78 8.587606 10.256831 10.127389 8.974526 9.798663 8.268995
#> ind79 6.995615 11.572717 7.151622 10.980534 7.977898 9.932822
#> ind80 8.663998 10.502202 7.890823 9.337583 8.565602 9.137214
#> ind81 9.892278 10.869996 8.084337 8.374830 13.394767 8.171213
#> ind82 8.209943 11.684903 10.143630 7.650483 12.909402 10.939778
#> ind83 5.735449 8.932473 5.240712 8.614978 8.235993 8.428853
#> ind84 6.697461 8.233028 8.986848 9.178553 9.702563 4.186625
#> ind85 8.311303 8.482465 5.359002 11.632217 9.762581 6.909650
#> ind86 8.513717 10.332269 10.354416 8.748661 10.426909 9.778871
#> ind87 10.538612 9.505208 8.700794 6.468189 11.751320 7.799215
#> ind88 11.948223 8.670869 7.557019 8.354426 9.353222 8.374757
#> ind89 11.867198 11.161974 7.481495 8.353500 7.956930 6.986400
#> ind90 10.425660 7.150540 5.912269 10.099015 10.875261 7.639246
#> ind91 9.811203 8.529194 8.451796 5.129989 6.978462 9.732780
#> ind92 8.201722 8.955481 8.050705 8.933671 9.173054 6.709988
#> ind93 11.260985 8.346620 8.973314 8.718695 10.769197 9.288288
#> ind94 9.959335 8.065929 7.046773 6.430837 9.350128 8.294083
#> ind95 14.447232 8.298374 8.968603 8.039119 10.924904 10.692339
#> ind96 10.407905 9.653353 10.533314 6.044864 7.342091 9.709903
#> ind97 9.722713 10.068025 8.644694 7.978063 8.418572 7.862155
#> ind98 9.253251 7.518818 7.110226 8.074852 12.210922 9.808463
#> ind99 12.004245 7.999630 7.712750 11.741156 7.355943 10.005583
#> ind100 8.869891 8.575630 7.603618 10.624554 9.551962 6.065951
#> comp_id_213 comp_id_214 comp_id_215 comp_id_216 comp_id_217 comp_id_218
#> ind1 14.868952 NA 9.756387 10.134580 9.846749 10.432191
#> ind2 12.035212 13.117748 13.544874 7.830068 NA 11.368847
#> ind3 12.563274 15.992276 10.265431 11.145237 11.637295 NA
#> ind4 13.927876 9.017356 13.114814 7.493264 7.556349 8.678669
#> ind5 8.610068 10.593339 11.514719 7.753978 8.486382 14.523783
#> ind6 13.261654 12.379302 10.500591 12.235986 12.565085 12.585434
#> ind7 8.443996 12.438233 10.403501 12.620484 11.621157 9.571703
#> ind8 10.222197 12.133939 14.591572 14.473398 8.892933 12.799040
#> ind9 8.568192 13.257309 14.603093 7.207768 11.034120 13.824256
#> ind10 9.270825 14.815077 8.744355 16.794202 13.799163 10.999500
#> ind11 12.100585 12.082063 12.809565 10.923318 5.928325 11.975756
#> ind12 16.253931 9.371043 15.526828 7.644061 13.555378 13.897111
#> ind13 10.273964 14.569743 11.053560 11.024721 13.478084 11.974377
#> ind14 10.604975 6.242548 11.558984 10.055015 10.639985 13.516079
#> ind15 11.658201 10.068853 11.139112 11.876017 13.357853 9.922661
#> ind16 8.907334 8.199669 13.114996 10.291308 12.219178 10.162662
#> ind17 10.136277 5.964346 10.539740 11.518687 8.233444 11.320145
#> ind18 12.826731 10.719658 10.412286 11.965469 11.478796 15.402670
#> ind19 10.464160 9.198058 13.277161 10.204703 11.507471 12.521396
#> ind20 9.056446 12.455654 12.405987 9.391721 11.917853 12.480775
#> ind21 12.570027 13.627538 12.093212 10.790406 13.770459 13.630218
#> ind22 8.850905 9.207083 11.110191 6.156122 10.205867 9.500592
#> ind23 13.911146 8.507664 11.324337 11.383645 13.060083 11.930481
#> ind24 11.020679 9.668627 11.025456 11.337706 12.428518 10.640104
#> ind25 11.916684 7.884248 10.584885 13.043515 11.184959 11.492709
#> ind26 12.333331 6.211982 13.748272 7.288607 11.379009 9.488967
#> ind27 8.427486 12.436497 11.912832 12.212550 11.539935 16.040466
#> ind28 14.264015 7.433101 11.138947 5.781963 8.716921 8.484927
#> ind29 15.888569 9.542634 11.410998 9.987285 9.116934 8.194612
#> ind30 11.113927 10.107880 9.710542 12.743300 9.693020 10.610312
#> ind31 14.906296 7.242984 9.237919 11.564297 10.257683 11.812119
#> ind32 11.518974 9.319405 10.708815 10.152121 11.135958 12.160432
#> ind33 11.382255 11.101249 14.815778 7.502898 15.175239 11.410909
#> ind34 10.813368 7.802677 8.444694 12.204975 14.805791 8.793474
#> ind35 9.383158 9.220836 14.186022 9.371077 11.023576 11.605779
#> ind36 9.111522 6.118902 11.775077 9.127957 11.417035 7.828850
#> ind37 11.450372 10.544292 12.242081 8.552895 12.114372 11.800450
#> ind38 9.195319 10.731067 13.477547 9.255376 10.872375 12.239702
#> ind39 15.946276 10.923787 8.726176 5.266506 10.524292 10.123361
#> ind40 9.901535 9.587069 10.298266 12.465319 9.635255 12.725912
#> ind41 14.218847 10.295368 14.518967 9.944096 8.512021 8.799635
#> ind42 13.110723 11.485581 11.957106 11.114711 10.920778 12.301092
#> ind43 9.637712 12.451770 10.637932 8.561659 11.043520 10.053509
#> ind44 8.507093 7.373433 14.376489 13.766087 11.210889 14.319510
#> ind45 11.344416 12.929568 11.964425 11.492234 7.021286 12.877196
#> ind46 11.221641 7.960121 6.908437 8.129550 6.702652 11.565508
#> ind47 7.106149 9.637847 11.335678 9.424864 10.840295 13.390317
#> ind48 11.179218 8.356006 11.010200 12.257779 11.393518 13.500834
#> ind49 15.551499 12.939698 11.426339 11.313947 12.048141 11.164726
#> ind50 12.102054 11.764549 10.339713 11.864220 11.437804 14.212542
#> ind51 10.124680 5.247938 6.748832 10.717283 9.931829 10.671989
#> ind52 11.025084 8.271834 10.510031 10.619161 6.048229 10.449023
#> ind53 9.345052 9.729931 9.935157 7.664959 7.303215 10.246092
#> ind54 9.957821 7.258278 7.374616 9.293090 9.625705 8.617231
#> ind55 10.137004 8.989124 5.615376 9.292200 10.583935 9.900059
#> ind56 10.689443 8.408877 6.710734 9.131403 11.795450 10.071642
#> ind57 12.744616 6.252370 7.354830 6.634577 9.201355 11.022233
#> ind58 8.005467 10.013700 6.838981 5.329802 10.157956 9.198806
#> ind59 9.915134 5.554011 6.069109 11.097454 10.247317 11.654890
#> ind60 12.889516 3.731123 9.801276 10.502326 9.208801 10.216057
#> ind61 9.568718 8.715392 9.969220 7.150298 11.674313 9.836098
#> ind62 11.581232 12.430260 9.269454 9.520821 12.903367 9.971159
#> ind63 10.661100 6.087490 8.737657 11.032541 10.916134 9.340819
#> ind64 9.352907 7.333478 7.484643 10.771617 7.452943 7.106485
#> ind65 11.908073 8.727084 7.028866 12.797487 9.031296 9.945485
#> ind66 11.484456 7.250699 7.244768 9.776702 7.825952 10.190929
#> ind67 12.282407 6.756983 8.671685 5.035942 9.194348 10.531735
#> ind68 8.389910 10.319369 8.277799 11.534513 11.991446 8.929850
#> ind69 9.005647 11.774581 11.758739 7.894327 7.702096 10.731533
#> ind70 7.675448 9.353781 6.939923 8.730765 10.330457 9.941359
#> ind71 13.195707 8.723603 6.116169 6.707597 10.422934 9.362157
#> ind72 11.919851 9.690081 6.935628 7.929588 11.039462 10.869753
#> ind73 9.702068 5.028551 7.187638 10.803914 10.920423 10.548866
#> ind74 11.364782 9.001530 10.121544 9.137130 11.143101 7.221316
#> ind75 11.133020 10.396963 8.221386 5.898181 6.815942 10.446964
#> ind76 8.280072 5.090845 4.969586 7.678017 8.605878 9.037512
#> ind77 5.719175 8.865804 9.093518 10.754925 9.960809 8.436724
#> ind78 6.951779 7.758508 9.318211 7.493046 10.585258 12.516333
#> ind79 8.754494 9.532662 8.219608 7.775810 10.423764 8.025992
#> ind80 10.766676 7.035453 12.475093 7.686493 8.354918 10.828708
#> ind81 8.321007 8.123048 6.865402 10.632482 5.752044 5.936182
#> ind82 7.125232 8.726390 8.906905 9.274347 7.338610 8.801401
#> ind83 8.758438 10.189139 9.188274 8.845747 10.409808 7.951330
#> ind84 6.516889 8.262644 12.648472 7.334099 8.563105 8.651559
#> ind85 10.156391 4.348515 7.213272 8.765323 9.583252 9.401390
#> ind86 9.756367 4.210909 4.672935 7.112101 8.151851 9.766713
#> ind87 10.161052 6.135103 4.672093 7.192712 8.485093 8.230165
#> ind88 10.370877 5.221704 6.561544 7.857535 7.642772 10.474548
#> ind89 14.348854 9.077078 6.762492 8.608348 9.438748 10.510433
#> ind90 10.174357 6.243978 6.988117 9.706323 8.865685 8.439565
#> ind91 9.140171 13.502441 8.625878 7.945404 9.232795 10.536634
#> ind92 11.596518 11.581278 7.505262 5.748635 7.559582 11.637679
#> ind93 7.415819 5.570799 8.218839 8.009686 8.075767 7.700684
#> ind94 10.751576 8.735191 9.142563 8.905781 9.094958 9.450969
#> ind95 10.739211 5.388435 6.404466 8.000830 9.287879 7.896858
#> ind96 9.382090 5.344177 8.569592 9.342993 8.112872 7.271757
#> ind97 8.176344 7.355295 5.504039 6.611659 9.137344 10.762431
#> ind98 8.811561 9.532746 11.330265 7.931991 8.524402 6.411446
#> ind99 9.916018 5.855490 8.250649 6.332097 9.904777 10.416441
#> ind100 10.591853 5.654127 4.785858 6.353254 8.449475 9.408965
#> comp_id_219 comp_id_220 comp_id_221 comp_id_222
#> ind1 14.105003 NA 10.781960 13.425927
#> ind2 11.234391 12.278657 12.673888 10.698946
#> ind3 11.504655 13.828765 NA 11.116973
#> ind4 9.624808 11.958551 11.639367 12.119661
#> ind5 14.910389 12.644402 10.090530 9.202939
#> ind6 12.066497 14.656430 9.972542 11.986103
#> ind7 10.556918 13.980519 11.726431 11.352996
#> ind8 8.968276 10.917771 9.377745 8.834431
#> ind9 8.568412 12.969570 10.556927 13.469356
#> ind10 11.740189 12.025816 13.124848 9.103713
#> ind11 15.041863 14.889797 12.786147 13.883961
#> ind12 7.887281 13.129183 9.383418 11.769676
#> ind13 8.668889 11.839950 9.660051 14.427061
#> ind14 8.716948 10.710955 11.122142 11.690351
#> ind15 10.354283 10.726754 9.597258 9.432684
#> ind16 9.848197 11.692902 10.389641 8.368205
#> ind17 12.428306 10.847096 12.968225 11.984690
#> ind18 11.053106 13.214979 10.795712 8.640014
#> ind19 9.927398 10.822888 9.716927 11.454128
#> ind20 10.286475 14.581472 10.061329 9.486211
#> ind21 10.710969 11.543247 12.013691 13.885745
#> ind22 12.526884 15.510213 9.367954 11.774369
#> ind23 12.574977 12.268318 9.736739 13.176154
#> ind24 12.157631 10.491564 9.000359 10.908959
#> ind25 10.784455 14.555630 11.505472 13.722918
#> ind26 13.941170 11.424935 12.245250 13.362238
#> ind27 9.292840 10.080504 10.434052 9.371789
#> ind28 12.710726 13.578319 10.283698 10.447588
#> ind29 10.624605 11.965731 6.766913 11.956394
#> ind30 11.819816 12.050093 10.845083 11.284104
#> ind31 9.932597 10.755706 7.688175 14.783934
#> ind32 10.052610 13.019074 8.529280 12.321025
#> ind33 11.046544 13.855881 10.747344 9.340402
#> ind34 7.441335 17.043573 10.958746 9.439164
#> ind35 9.870785 10.332443 10.137553 12.257301
#> ind36 9.615147 11.525694 10.888779 11.662516
#> ind37 15.104916 15.399060 9.889058 10.936265
#> ind38 11.543740 12.564261 9.900259 14.109637
#> ind39 10.872052 12.692654 9.572442 10.666442
#> ind40 12.308112 13.076454 10.901196 9.957526
#> ind41 9.054976 8.519701 10.130067 12.814170
#> ind42 11.446570 7.965882 9.017276 11.787027
#> ind43 8.942316 12.307220 10.931049 12.064082
#> ind44 12.033437 11.502284 10.687932 11.823850
#> ind45 17.224991 14.412593 11.460455 14.960505
#> ind46 13.195152 11.904364 9.741345 11.755975
#> ind47 10.907449 12.902469 13.657354 12.400553
#> ind48 14.335524 10.979622 10.182278 14.473919
#> ind49 15.341545 15.464505 11.296043 14.507762
#> ind50 8.262190 8.264182 12.510186 8.655533
#> ind51 9.646824 8.360081 10.360552 11.081264
#> ind52 6.624585 10.566968 9.324335 10.943628
#> ind53 10.485200 8.323198 10.068760 10.183665
#> ind54 9.595763 10.798161 9.494831 8.271101
#> ind55 9.444114 11.337511 10.032326 11.606729
#> ind56 9.468377 11.244890 11.138038 9.685109
#> ind57 8.343753 11.430553 5.759012 10.729926
#> ind58 14.221015 7.576812 5.344486 12.651954
#> ind59 11.411538 10.655326 6.033245 11.924890
#> ind60 8.791199 13.084218 5.585379 10.571955
#> ind61 9.137174 7.337746 13.598383 7.172659
#> ind62 9.966293 8.385706 11.925607 10.057633
#> ind63 9.469231 9.108212 8.021808 9.432702
#> ind64 9.280516 11.938643 10.676252 9.208455
#> ind65 10.035645 9.490108 12.079563 5.812134
#> ind66 6.842935 6.957056 9.185353 7.814539
#> ind67 9.049967 11.071261 5.972425 10.971876
#> ind68 5.817528 8.704090 9.427964 8.713353
#> ind69 9.846601 7.350388 11.185681 10.826990
#> ind70 5.956845 9.428295 7.541942 10.710184
#> ind71 7.798922 9.859572 9.134415 10.288666
#> ind72 12.724115 9.597277 8.248177 8.230666
#> ind73 8.596200 11.549883 9.210184 12.211216
#> ind74 8.847462 6.329696 9.413261 10.390059
#> ind75 10.103526 9.901059 7.436535 10.600096
#> ind76 11.276729 6.643481 5.395237 9.760027
#> ind77 6.273623 11.761432 7.804037 8.266652
#> ind78 10.639590 8.389882 7.315695 4.712305
#> ind79 6.965876 6.540552 7.774415 9.208348
#> ind80 9.870137 7.542635 9.125122 6.654847
#> ind81 11.874987 7.513956 9.212028 7.114322
#> ind82 11.125476 6.581718 9.108688 6.475851
#> ind83 11.815579 4.725139 8.267073 8.067656
#> ind84 7.412611 8.755687 10.616332 9.802693
#> ind85 7.835273 11.457863 5.877475 12.216341
#> ind86 9.376965 7.202311 8.681002 10.312149
#> ind87 9.531937 10.653926 7.394780 7.789806
#> ind88 8.557796 11.442324 5.380788 9.396963
#> ind89 9.032209 8.391408 10.077985 6.375931
#> ind90 7.606318 9.808369 9.864949 11.301683
#> ind91 13.301932 6.992431 6.689402 8.558097
#> ind92 10.993891 10.444165 7.922799 8.157826
#> ind93 8.594307 9.668349 9.910384 7.249058
#> ind94 9.590631 6.252206 7.602036 7.777308
#> ind95 9.352360 7.990165 7.109364 12.381889
#> ind96 10.364595 7.015225 9.856593 5.574219
#> ind97 10.614396 6.858731 7.268095 12.129979
#> ind98 10.802752 9.471558 9.161311 8.446440
#> ind99 10.888361 6.687437 8.653284 7.720041
#> ind100 7.290880 9.974771 8.761803 11.644351
#>
#>
#> $samples
#> sample_id neg pos run_day box_id lot
#> ...7 ind1 batch1 batch1 day1 box1 lot250
#> ...8 ind2 batch1 batch1 day1 box1 lot250
#> ...9 ind3 batch1 batch1 day1 box1 lot250
#> ...10 ind4 batch1 batch1 day1 box1 lot250
#> ...11 ind5 batch1 batch1 day1 box1 lot250
#> ...12 ind6 batch1 batch1 day1 box1 lot250
#> ...13 ind7 batch1 batch1 day1 box1 lot250
#> ...14 ind8 batch1 batch1 day1 box1 lot250
#> ...15 ind9 batch1 batch1 day1 box1 lot250
#> ...16 ind10 batch1 batch1 day1 box1 lot250
#> ...17 ind11 batch1 batch1 day1 box1 lot250
#> ...18 ind12 batch1 batch1 day1 box1 lot250
#> ...19 ind13 batch1 batch1 day1 box1 lot250
#> ...20 ind14 batch1 batch1 day1 box1 lot250
#> ...21 ind15 batch1 batch1 day1 box1 lot250
#> ...22 ind16 batch1 batch1 day1 box1 lot250
#> ...23 ind17 batch1 batch1 day1 box1 lot250
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#>
#> $features
#> # A tibble: 100 × 7
#> metabolite_id comp_id pathway platform kegg hmdb feature_id
#> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 met1 123 neg xenobiotic K100 HMDB1 comp_id_123
#> 2 met2 124 neg xenobiotic K100 HMDB2 comp_id_124
#> 3 met3 125 neg xenobiotic K100 HMDB3 comp_id_125
#> 4 met4 126 neg lipid K200 HMDB4 comp_id_126
#> 5 met5 127 neg lipid K200 HMDB5 comp_id_127
#> 6 met6 128 neg lipid K200 HMDB6 comp_id_128
#> 7 met7 129 neg lipid K200 HMDB7 comp_id_129
#> 8 met8 130 neg lipid K200 HMDB8 comp_id_130
#> 9 met9 131 neg lipid K200 HMDB9 comp_id_131
#> 10 met10 132 neg lipid K200 HMDB10 comp_id_132
#> # ℹ 90 more rows
#>