pc vector number 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 IF_female1 -0.202456107753 -0.19430947771 0.0736218008024 -0.0385677964871 -0.312040573341 -0.0990129693799 0.0108775017992 -0.0112440633166 0.206607935465 -0.105490120355 -0.0632683792795 -0.117589425751 -0.126648069417 0.0710900745499 -0.0319138737958 0.0880178198883 -0.0209209833923 0.0283595835419 0.0440675373293 -0.0 IF_female2 -0.214323106837 -0.049327695451 0.088009375031 -0.0616429579104 0.198036378649 -0.0370148063483 0.00355207190092 0.0133393752962 0.0224562923238 -0.230259991064 -0.0851664819203 0.218141704108 0.00981239452609 -0.0303707263682 0.174119815697 0.0642802082995 -0.0455943089149 0.0863503724025 -0.094354590644 -0.0 IF_female3 -0.254326873985 -0.123415356007 0.0810883036283 0.0693232937358 0.0806722968776 -0.185466304738 -0.149839013915 -0.265935214918 -0.0486434264366 0.0722855539785 0.170567716078 0.0429521421212 0.118409824018 0.0300955306525 -0.0661966468713 -0.0239038203701 0.0782645931192 -0.0535256761771 0.0510961503552 -0.0 IF_female4 -0.142733892401 0.0637972499903 0.0838140287359 0.112537238044 0.249083533024 0.169636988905 -0.118541395298 0.00437127301683 -0.00588341260674 -0.105025246 -0.134605651544 -0.210803204163 -0.0945528470339 -0.0288007387954 -0.180353115157 -0.0417959109919 -0.0014533485246 -0.00881334943588 0.00832097961116 -0.0 IF_female5 -0.144318975225 -0.132452053222 0.260861105671 -0.0222905653678 -0.096523229914 0.0767512874967 0.0392095506464 0.22079678438 -0.200893598673 0.0966101026666 0.0222563538183 -0.000860862442555 0.00820207743476 0.0685081602881 0.0656031257342 -0.207760313358 0.00283257914399 0.0128522632317 0.00364189264093 -0.0 IF_male1 -0.0974440584121 0.212291176697 -0.138434300342 0.0161641537335 -0.169951126425 0.0397546770788 -0.105907179767 0.0947956487326 -0.0902154823971 -0.10574500706 -0.0998206139126 0.14620924294 0.169095022744 0.018323654901 -0.0916019904174 0.0219203649024 -0.0325880430011 -0.027428940678 0.199512215839 -0.0 IF_male2 -0.133015464028 0.120739381279 -0.00542308485166 0.14707672911 0.110673125117 0.00147935485868 0.238034988513 0.0040302166078 0.160616583758 0.161705693103 0.0210763430726 -0.0479922385322 0.0222736678721 -0.0801525652286 0.12419112568 -0.00467118158616 -0.0193286398143 0.0988263138477 0.197927495418 -0.0 IF_male3 -0.0405625794955 0.34081195452 -0.0634042448084 -0.0303096820682 -0.0842529255824 0.0711076318713 -0.143975697962 -0.0866789624646 -0.0217457483014 -0.0287111920774 0.169749409009 -0.0605913782795 -0.166403184177 0.122966186121 0.17486754658 -0.0362779319756 0.0167353307684 0.0317329894122 -0.0523099772008 -0.0 IF_male4 -0.186961632101 0.129690285303 -0.0299820096293 0.154595894096 -0.0771611773778 0.0535185763924 0.169302403638 0.0606338669972 0.0999809086553 0.0452070190236 0.038044362831 0.0420535870486 0.100509663372 0.0062947387765 -0.0795579250121 0.0332078317351 0.00789075656796 -0.174337654708 -0.247782396255 -0.0 IF_male5 -0.170955966341 0.0655233069344 -0.155247837093 -0.417712050111 0.0856834151261 -0.123732365477 0.1014897284 0.0670139190613 -0.0682557462247 0.0778758070299 0.0331639508013 -0.0618892415165 -0.0482282952941 -0.0857113455418 -0.107003376021 0.0132694169619 0.0148758793702 -0.000711829614614 -0.0190128192617 -0.0 ND_female1 0.144866645443 -0.173796664633 -0.225189248235 0.0386455935223 0.0767351060387 -0.00759323852637 0.17366197394 -0.0868132057566 -0.0660741617098 -0.137924709712 0.0320221663703 -0.0104920716792 -0.064773259738 0.125489483661 0.0311233894441 -0.129646966598 -0.15453345924 -0.153717810598 0.0609403208885 -0.0 ND_female2 0.158905515527 -0.153525712322 -0.0384129305502 -0.117062559403 0.119553854728 0.220891981371 -0.113736529087 0.121877403303 0.210972862728 0.0823275105432 0.145037041365 0.0807778024694 0.067011376607 0.163077503252 -0.0583543205662 0.0664744077244 0.00385492540541 0.036705786694 0.0247540980469 -0.0 ND_female3 0.188795800121 -0.0239561253477 0.145785486433 -0.119377940737 -0.133511519616 0.233807896182 0.071832052104 -0.187260208555 -0.00855930225093 -0.105363651821 0.106839478287 -0.0106458693543 0.0744145278276 -0.250845469089 -0.00887344863896 -0.0111715300081 -0.0209059079409 -0.0043197757703 0.00925091486031 -0.0 ND_female4 -0.0378538024496 -0.150946399172 -0.114991740665 0.102281952949 -0.041638950646 0.0935860689696 -0.11805730312 -0.0178124114804 -0.149126575944 0.220216024077 -0.0681198542633 0.0743441380733 -0.164539940358 -0.120974671041 0.0490275304714 0.179234857683 -0.108302470622 -0.0354456794831 -0.0198428233258 -0.0 ND_female5 0.0461513496183 -0.10577353751 -0.243480468817 0.0192977791345 -0.0686024490038 0.0497333311753 -0.00987874282097 -0.121481787814 -0.00895141829537 0.0565239139865 -0.182851704323 -0.0541734448096 0.128489413034 0.0263728723457 0.0330548489577 -0.124682638912 0.125673735203 0.193004886891 -0.117595137975 -0.0 ND_male1 0.245080682832 0.109362475975 0.161097101389 -0.125121742636 0.0276342189589 -0.127709099259 -0.121854449757 -0.0535003095696 0.112018428332 0.129111695049 -0.207316125317 -0.0542468280448 0.0978525532054 0.0225162948404 0.0988492766996 -0.0408424018682 -0.119628112077 -0.141618745181 -0.018683572424 -0.0 ND_male2 0.172138566948 -0.0730066223968 -0.113685144983 0.107967783887 0.00461342321815 -0.158544879969 -0.148961236448 0.216299266202 0.0908557655958 -0.0831279420149 0.0861195314418 -0.020437199369 -0.041223865339 -0.21139444914 0.0639709101721 -0.0904849348323 0.139582768096 -0.0718807167029 0.00286903658455 -0.0 ND_male3 0.253165108374 0.108103308445 0.0951423200789 0.0839724940703 -0.022358253741 -0.147003614245 0.046533185139 -0.0276536325426 0.0231835395921 0.0378944546364 0.0138562131016 0.189725746065 -0.155870144945 0.0030070335721 -0.210811702586 -0.0901919130982 -0.0757556386457 0.156461481451 -0.0435194343695 -0.0 ND_male4 0.203192625806 0.00510874997285 0.0384002587995 0.0905983127648 0.0207806701255 -0.134298258303 0.0333934729788 0.0931111408655 -0.164886602546 -0.0672656299594 0.102748795548 -0.196447207804 0.154983431091 0.0505601396977 0.00586528994693 0.197770566743 -0.0878564481629 0.116276978836 -0.0495838336724 -0.0 ND_male5 0.212656164357 0.025081754655 0.100431229405 -0.0103759303278 0.0325741837837 0.0101077419463 0.142864619116 -0.0378890980458 -0.0934568410645 -0.0108442840285 -0.100332551164 0.0519646089199 -0.0888143454295 0.0999482925463 0.0139935396839 0.13725406966 0.297156792662 -0.0887704779596 0.0603039435543 -0.0 eigvals 0.611563040772 0.391899399055 0.348463474918 0.327411122139 0.323205626598 0.300994894548 0.28875973252 0.277529039812 0.263544202956 0.25425116215 0.243497417084 0.236505556491 0.233656267706 0.220017061917 0.211205626526 0.205423932292 0.198061101168 0.187894459119 0.183993202109 0.0 % variation explained 11.5218 7.38336 6.56503 6.1684 6.08917 5.67072 5.44021 5.22863 4.96515 4.79007 4.58747 4.45575 4.40207 4.14511 3.9791 3.87017 3.73146 3.53992 3.46642 0