This is the course project for the Getting and Cleaning Data Coursera course. The R script, run_analysis.R, does the following:
Download the dataset if it does not already exist in the working directory Load the activity and feature info Loads both the training and test datasets, keeping only those columns which reflect a mean or standard deviation Loads the activity and subject data for each dataset, and merges those columns with the dataset Merges the two datasets Converts the activity and subject columns into factors Creates a tidy dataset that consists of the average (mean) value of each variable for each subject and activity pair. The end result is shown in the file tidy.txt.
#loads activity data sets from test and train within working directory
testactivity <- read.table("test/Y_test.txt" , header = FALSE)
trainactivity <- read.table("train/Y_train.txt", header = FALSE)
#loads subject data sets from test and train
testsubject <- read.table("test/subject_test.txt", header = FALSE)
trainsubject <- read.table("train/subject_train.txt", header = FALSE)
#loads features data sets from test and train
testfeatures <- read.table("test/X_test.txt", header = FALSE)
trainfeatures <- read.table("train/X_train.txt", header = FALSE)head(testactivity);head(trainactivity);head(testsubject);head(trainsubject);head(testfeatures);head(trainfeatures);## V1
## 1 5
## 2 5
## 3 5
## 4 5
## 5 5
## 6 5## V1
## 1 5
## 2 5
## 3 5
## 4 5
## 5 5
## 6 5## V1
## 1 2
## 2 2
## 3 2
## 4 2
## 5 2
## 6 2## V1
## 1 1
## 2 1
## 3 1
## 4 1
## 5 1
## 6 1## V1 V2 V3 V4 V5 V6
## 1 0.2571778 -0.02328523 -0.01465376 -0.9384040 -0.9200908 -0.6676833
## 2 0.2860267 -0.01316336 -0.11908252 -0.9754147 -0.9674579 -0.9449582
## 3 0.2754848 -0.02605042 -0.11815167 -0.9938190 -0.9699255 -0.9627480
## 4 0.2702982 -0.03261387 -0.11752018 -0.9947428 -0.9732676 -0.9670907
## 5 0.2748330 -0.02784779 -0.12952716 -0.9938525 -0.9674455 -0.9782950
## 6 0.2792199 -0.01862040 -0.11390197 -0.9944552 -0.9704169 -0.9653163
## V7 V8 V9 V10 V11 V12
## 1 -0.9525011 -0.9252487 -0.6743022 -0.8940875 -0.5545772 -0.4662230
## 2 -0.9867988 -0.9684013 -0.9458234 -0.8940875 -0.5545772 -0.8060133
## 3 -0.9944034 -0.9707350 -0.9634827 -0.9392603 -0.5685122 -0.7991165
## 4 -0.9952743 -0.9744710 -0.9688974 -0.9386098 -0.5685122 -0.7991165
## 5 -0.9941114 -0.9659526 -0.9773460 -0.9386098 -0.5608306 -0.8258941
## 6 -0.9945851 -0.9694806 -0.9658969 -0.9378563 -0.5608306 -0.8011523
## V13 V14 V15 V16 V17 V18
## 1 0.7172085 0.6355024 0.7894967 -0.8777642 -0.9977661 -0.9984138
## 2 0.7680313 0.6836980 0.7967058 -0.9690965 -0.9995795 -0.9996456
## 3 0.8483052 0.6678642 0.8224423 -0.9767823 -0.9999539 -0.9995698
## 4 0.8483052 0.6678642 0.8224423 -0.9744184 -0.9999534 -0.9993302
## 5 0.8491794 0.6706998 0.8298973 -0.9752829 -0.9999537 -0.9994672
## 6 0.8509852 0.6755901 0.8298973 -0.9809815 -0.9999607 -0.9997163
## V19 V20 V21 V22 V23 V24
## 1 -0.9343453 -0.9756690 -0.9498237 -0.8304778 -0.1680842 -0.3789955
## 2 -0.9977203 -0.9940063 -0.9736367 -0.9507199 -0.3024370 -0.3482432
## 3 -0.9987200 -0.9934559 -0.9742661 -0.9649758 -0.6179159 -0.6954902
## 4 -0.9989332 -0.9952355 -0.9787394 -0.9699818 -0.7495784 -0.8992260
## 5 -0.9988233 -0.9934979 -0.9670322 -0.9762567 -0.5905761 -0.7402065
## 6 -0.9989343 -0.9948603 -0.9763354 -0.9703371 -0.5387699 -0.5054416
## V25 V26 V27 V28 V29 V30
## 1 0.2462170 0.5212036 -0.48779311 0.48228047 -0.04546211 0.2119550500
## 2 -0.4047853 0.5074924 -0.15649451 0.04067368 0.27299122 0.1975658100
## 3 -0.5366929 0.2421474 -0.11499664 0.03270297 0.19238524 -0.0119446610
## 4 -0.5538126 0.1746836 -0.05133189 0.03419965 0.15363891 0.0307673730
## 5 -0.7994187 0.1155703 -0.02892266 -0.03280404 0.29434042 0.0006299078
## 6 -0.4788728 0.1842802 -0.19590873 0.22991372 0.09903875 -0.0906301630
## V31 V32 V33 V34 V35 V36
## 1 -0.13489443 0.13085848 -0.01417631 -0.10597085 0.07354401 -0.17151642
## 2 -0.19455563 0.41141089 -0.34046620 0.07755506 -0.08402448 0.03530499
## 3 -0.06336285 0.47081883 -0.50739515 0.18853579 -0.23157509 0.63211960
## 4 -0.12927714 0.44610006 -0.41949570 0.27149343 -0.22576856 0.41637605
## 5 -0.04527152 0.16841922 -0.06815647 0.07438405 0.02713754 -0.14593145
## 6 0.09465511 0.02696288 0.10867399 -0.02176199 -0.01669594 0.02645014
## V37 V38 V39 V40 V41 V42
## 1 0.04006298 0.07698893 -0.4905457 -0.7090026 0.9364893 -0.2827192
## 2 -0.01008253 -0.10498290 -0.4291335 0.3991770 0.9274036 -0.2892151
## 3 -0.55070789 0.30565330 -0.3238477 0.2797865 0.9299150 -0.2875128
## 4 -0.28644496 -0.06379201 -0.1671111 0.5449161 0.9288814 -0.2933958
## 5 -0.05019720 0.23515128 0.2904867 0.4577181 0.9265997 -0.3029609
## 6 0.01924324 0.32285286 0.4185400 0.7275770 0.9256632 -0.3089397
## V43 V44 V45 V46 V47 V48
## 1 0.1152882 -0.9254273 -0.9370141 -0.5642884 -0.9300199 -0.9378220
## 2 0.1525683 -0.9890571 -0.9838872 -0.9647811 -0.9889996 -0.9831594
## 3 0.1460856 -0.9959365 -0.9882505 -0.9815796 -0.9959759 -0.9886287
## 4 0.1429259 -0.9931392 -0.9704192 -0.9915917 -0.9929791 -0.9712240
## 5 0.1383067 -0.9955746 -0.9709604 -0.9680853 -0.9955278 -0.9709048
## 6 0.1305608 -0.9988423 -0.9907387 -0.9712319 -0.9988435 -0.9911926
## V49 V50 V51 V52 V53 V54
## 1 -0.6055877 0.9060826 -0.2792441 0.1528952 0.9444614 -0.2621596
## 2 -0.9652063 0.8561758 -0.3048700 0.1528952 0.9444614 -0.2621596
## 3 -0.9802547 0.8562691 -0.3048700 0.1394543 0.9487043 -0.2616608
## 4 -0.9931267 0.8562691 -0.3051008 0.1361241 0.9473090 -0.2729157
## 5 -0.9685948 0.8539417 -0.3125521 0.1335407 0.9462210 -0.2791896
## 6 -0.9708445 0.8515732 -0.3237002 0.1292985 0.9461996 -0.2794163
## V55 V56 V57 V58 V59 V60
## 1 -0.07616168 -0.01782692 0.8292968 -0.8646206 -0.9677953 -0.9497267
## 2 0.14901318 0.05767649 0.8055747 -0.8581631 -0.9572396 -0.9884034
## 3 0.14496859 0.04056073 0.8120440 -0.8599467 -0.9609650 -0.9959671
## 4 0.14210730 0.04610593 0.8093794 -0.8537132 -0.9627130 -0.9924825
## 5 0.13093136 0.05535090 0.8035001 -0.8433784 -0.9651366 -0.9955685
## 6 0.12892889 0.04908850 0.8010895 -0.8367905 -0.9690918 -0.9988469
## V61 V62 V63 V64 V65 V66 V67
## 1 -0.9461192 -0.7597181 -0.4249753 -1 0.2192273 -0.4302536 0.4310483
## 2 -0.9816875 -0.9712152 -0.7288840 -1 -0.4650471 -0.5098819 0.5254242
## 3 -0.9896235 -0.9787818 -0.8233928 -1 -0.5295769 -0.2949863 0.3050115
## 4 -0.9726324 -0.9959882 -0.8233928 -1 -0.7001571 -0.3430160 0.3589749
## 5 -0.9715982 -0.9689766 -0.8301235 -1 -0.3018707 -0.4817419 0.5385102
## 6 -0.9928763 -0.9718545 -0.7199673 -1 -0.3921442 -0.5262082 0.5823620
## V68 V69 V70 V71 V72 V73
## 1 -0.4318389 0.4327738 -0.7954677 0.7813139 -0.7803915 0.7852716
## 2 -0.5402447 0.5544470 -0.7456869 0.7331707 -0.7373905 0.7486983
## 3 -0.3152394 0.3257889 -0.2316402 0.1687004 -0.1552034 0.1640398
## 4 -0.3751908 0.3917760 -0.2330360 0.1762410 -0.1693681 0.1848743
## 5 -0.5963212 0.6552316 -0.4933308 0.4626772 -0.4654635 0.4829400
## 6 -0.6393117 0.6971136 -0.5885098 0.5740407 -0.5873130 0.6122555
## V74 V75 V76 V77 V78 V79
## 1 -0.9844102 0.9871799 -0.9894148 0.9876861 0.9805803 -0.9963518
## 2 -0.8451508 0.8692901 -0.8930646 0.9131189 0.9452327 -0.9114153
## 3 -0.4294592 0.4403016 -0.4506272 0.4578925 0.5484322 -0.3348641
## 4 -0.2965727 0.3037875 -0.3106797 0.3149643 0.9855345 0.6531688
## 5 -0.5355455 0.5443169 -0.5529496 0.5587397 0.9983455 0.9162361
## 6 -0.5736824 0.5810748 -0.5882441 0.5924296 0.7382672 0.5283003
## V80 V81 V82 V83 V84 V85
## 1 -0.9601171 0.07204601 0.045754401 -0.106042660 -0.9066828 -0.9380164
## 2 -0.7385345 0.07018069 -0.017876016 -0.001720629 -0.9492040 -0.9726989
## 3 0.5903015 0.06936778 -0.004908146 -0.013672983 -0.9910699 -0.9714041
## 4 0.7465177 0.07485289 0.032274322 0.012141275 -0.9908016 -0.9728957
## 5 0.9285952 0.07837679 0.022276764 0.002748499 -0.9920724 -0.9786700
## 6 0.9527397 0.07598039 0.017519217 0.008208061 -0.9938344 -0.9791029
## V86 V87 V88 V89 V90 V91
## 1 -0.9359358 -0.9160809 -0.9367255 -0.9490538 -0.9032242 -0.9498183
## 2 -0.9777267 -0.9693120 -0.9737227 -0.9786179 -0.9150930 -0.9812429
## 3 -0.9728674 -0.9906526 -0.9730043 -0.9750370 -0.9918130 -0.9752695
## 4 -0.9759253 -0.9897889 -0.9729827 -0.9782229 -0.9918130 -0.9752695
## 5 -0.9866120 -0.9910405 -0.9768033 -0.9850277 -0.9940122 -0.9864061
## 6 -0.9876064 -0.9934654 -0.9760191 -0.9845059 -0.9933200 -0.9864061
## V92 V93 V94 V95 V96 V97
## 1 -0.8914035 0.8984794 0.9501816 0.9461528 -0.9306729 -0.9950459
## 2 -0.9776797 0.8984794 0.9677382 0.9660948 -0.9743072 -0.9983738
## 3 -0.9618553 0.9938499 0.9763493 0.9660948 -0.9818289 -0.9998993
## 4 -0.9618553 0.9938499 0.9763493 0.9696992 -0.9825311 -0.9998952
## 5 -0.9855763 0.9938507 0.9802494 0.9848181 -0.9866601 -0.9999146
## 6 -0.9926030 0.9899897 0.9886713 0.9868308 -0.9873007 -0.9999390
## V98 V99 V100 V101 V102 V103
## 1 -0.9974955 -0.9970156 -0.9364160 -0.9468741 -0.9687746 -0.08517415
## 2 -0.9993648 -0.9994262 -0.9797422 -0.9790958 -0.9852629 -0.49723319
## 3 -0.9993183 -0.9992359 -0.9882860 -0.9814459 -0.9755409 -0.69983410
## 4 -0.9993732 -0.9993582 -0.9852427 -0.9810848 -0.9796994 -0.69960845
## 5 -0.9995684 -0.9997137 -0.9874482 -0.9777288 -0.9814935 -0.74494966
## 6 -0.9995819 -0.9997409 -0.9931457 -0.9766015 -0.9784103 -0.74826155
## V104 V105 V106 V107 V108 V109
## 1 -0.3102630 -0.5102876 0.52148173 -0.2258897 0.49172843 0.31275555
## 2 -0.6557512 -0.6144241 0.39796610 0.2997433 0.23919281 0.36635961
## 3 -0.6749493 -0.5823873 0.19469165 0.1986103 0.08525316 0.37178135
## 4 -0.6140421 -0.6074465 0.13449752 0.2540127 0.06329948 0.45968875
## 5 -0.6379350 -0.6619097 0.02859357 0.1871435 -0.02373467 0.28932844
## 6 -0.6530428 -0.6390231 0.17753084 -0.1142666 0.29277690 0.05655979
## V110 V111 V112 V113 V114 V115
## 1 0.229796800 0.11395925 0.21987861 0.4229745 -0.08263318 0.14042653
## 2 0.212155920 -0.18363333 0.50841803 0.2321498 -0.00283189 -0.03809703
## 3 0.086717931 -0.01393069 0.41612086 0.5614391 0.25190088 -0.18650950
## 4 0.118920200 -0.11470761 0.37496649 0.4783779 0.21230132 -0.11206260
## 5 0.009163829 0.04877595 0.08521107 0.4365061 0.05743768 0.25887807
## 6 -0.145690300 0.11508604 0.06647843 0.2398866 -0.06001174 -0.03963317
## V116 V117 V118 V119 V120 V121
## 1 -0.19623228 0.07235794 -0.26486023 0.03585215 -0.3497352 0.119976160
## 2 -0.08265699 0.10156150 -0.15319717 -0.27996556 0.4976121 -0.001552463
## 3 0.25974030 0.70815329 -0.06362439 0.18278565 0.7563778 -0.048212671
## 4 0.11319731 0.56574152 -0.19787553 0.17551832 0.6196289 -0.056641577
## 5 -0.12067037 0.26782470 0.08658512 0.42479852 0.3457794 -0.059992128
## 6 -0.11846032 0.12273612 -0.06231584 0.38781921 0.4895796 -0.039697949
## V122 V123 V124 V125 V126 V127
## 1 -0.09179234 0.18962854 -0.8830891 -0.8161636 -0.9408812 -0.8886123
## 2 -0.18729119 0.18070522 -0.9255665 -0.9295992 -0.9675810 -0.9178548
## 3 -0.16627974 0.15417437 -0.9729882 -0.9785106 -0.9756483 -0.9744292
## 4 -0.12601846 0.11833718 -0.9677905 -0.9751338 -0.9632327 -0.9694272
## 5 -0.08472343 0.07865926 -0.9746560 -0.9779511 -0.9676287 -0.9750224
## 6 -0.06682849 0.07054732 -0.9798784 -0.9764628 -0.9634617 -0.9802073
## V128 V129 V130 V131 V132 V133
## 1 -0.8578010 -0.9458183 -0.6634106 -0.7134366 -0.6486786 0.8371004
## 2 -0.9500255 -0.9670348 -0.8103367 -0.8698789 -0.7032122 0.8230325
## 3 -0.9805577 -0.9758503 -0.8737938 -0.9509173 -0.7151697 0.8230325
## 4 -0.9739148 -0.9635130 -0.8737938 -0.9509173 -0.7151697 0.8160590
## 5 -0.9795073 -0.9684613 -0.8814599 -0.9485043 -0.7317056 0.8160590
## 6 -0.9781896 -0.9643120 -0.8814599 -0.9483477 -0.7317056 0.8250607
## V134 V135 V136 V137 V138 V139
## 1 0.8252568 0.8109771 -0.7964999 -0.9796164 -0.9829001 -0.9940368
## 2 0.8707803 0.8440353 -0.8887569 -0.9969186 -0.9951945 -0.9959479
## 3 0.8927145 0.8290852 -0.9326540 -0.9993514 -0.9982649 -0.9978517
## 4 0.8946200 0.8238037 -0.9466141 -0.9989351 -0.9991736 -0.9988330
## 5 0.8992625 0.8163019 -0.9580481 -0.9989948 -0.9996863 -0.9993630
## 6 0.8992625 0.8050707 -0.9685562 -0.9996887 -0.9996580 -0.9991407
## V140 V141 V142 V143 V144 V145
## 1 -0.8865579 -0.9061043 -0.9580488 0.77403279 -0.26770588 0.45224806
## 2 -0.9113224 -0.9606847 -0.9692744 -0.01836119 -0.85159109 0.30504741
## 3 -0.9797555 -0.9861989 -0.9783006 -0.63542251 -0.94126738 0.23767246
## 4 -0.9752914 -0.9716812 -0.9650716 -0.63542251 -0.88593105 0.06872326
## 5 -0.9729662 -0.9815836 -0.9704161 -0.80285329 -0.37891314 -0.44459155
## 6 -0.9809389 -0.9820461 -0.9708505 -0.58702696 -0.09849476 -0.39077487
## V146 V147 V148 V149 V150 V151
## 1 -0.07845127 -0.01257862 0.2359816 -0.19904751 0.03391784 -0.08078053
## 2 -0.24702630 0.30890640 -0.4820437 0.50874888 -0.25023745 0.19068988
## 3 -0.21228632 0.03391515 0.2679298 -0.14283506 -0.30612471 0.02332412
## 4 -0.32354197 0.16450452 0.1420309 -0.12489415 -0.24791417 -0.01145683
## 5 -0.34014860 0.13414162 0.2583694 -0.23745824 -0.36976146 0.12237332
## 6 -0.28907719 0.08532431 0.2264042 -0.06752342 -0.34390878 0.18038880
## V152 V153 V154 V155 V156 V157
## 1 0.006998715 0.24488551 0.21651661 -0.27968077 0.2497388 0.01771975
## 2 -0.136272720 0.19949752 -0.01189863 -0.13845696 0.3353709 -0.27653307
## 3 0.593764370 -0.55054445 -0.13900595 -0.06601300 0.4930217 -0.54922446
## 4 0.572775630 -0.50481633 0.03607181 -0.20887571 0.4687120 -0.35510514
## 5 0.207528190 0.06939742 -0.22727350 0.10070156 0.0209894 0.21856856
## 6 -0.011767740 0.32077633 -0.11797291 -0.05364571 0.1893088 0.20638900
## V158 V159 V160 V161 V162 V163
## 1 0.648464540 -0.23693109 -0.3017347 -0.20489621 -0.17448771 -0.09338934
## 2 -0.002972786 0.54181281 -0.5339624 -0.13866849 -0.02580207 -0.07141841
## 3 -0.200555860 0.31402401 -0.7300501 -0.09780967 -0.03421327 -0.06002840
## 4 -0.630286750 0.58864892 -0.8917357 -0.10223178 -0.04471346 -0.05343650
## 5 0.268595960 -0.12960656 -0.9183186 -0.09184994 -0.02900502 -0.06123535
## 6 0.129553810 -0.04322475 -0.8554236 -0.09273955 -0.03213821 -0.07257549
## V164 V165 V166 V167 V168 V169
## 1 -0.9012242 -0.9108601 -0.9392504 -0.9103627 -0.9273567 -0.9535541
## 2 -0.9623042 -0.9562894 -0.9813408 -0.9686141 -0.9740239 -0.9821632
## 3 -0.9841669 -0.9879399 -0.9761876 -0.9837226 -0.9895697 -0.9787070
## 4 -0.9841709 -0.9895542 -0.9807240 -0.9839950 -0.9917047 -0.9836989
## 5 -0.9884738 -0.9918773 -0.9819836 -0.9882437 -0.9924723 -0.9837369
## 6 -0.9894167 -0.9894940 -0.9777794 -0.9894176 -0.9895552 -0.9782051
## V170 V171 V172 V173 V174 V175
## 1 -0.8679143 -0.9134978 -0.8975779 0.9049367 0.9173084 0.9476122
## 2 -0.9592559 -0.9511318 -0.9795697 0.9497259 0.9298252 0.9770782
## 3 -0.9815796 -0.9905711 -0.9673495 0.9859398 0.9875760 0.9770782
## 4 -0.9815796 -0.9905711 -0.9673495 0.9859398 0.9875760 0.9797098
## 5 -0.9883567 -0.9929557 -0.9736173 0.9909349 0.9947457 0.9843560
## 6 -0.9883567 -0.9929557 -0.9736173 0.9909349 0.9932789 0.9843560
## V176 V177 V178 V179 V180 V181
## 1 -0.9296091 -0.9946862 -0.9957906 -0.9978126 -0.9365408 -0.9588796
## 2 -0.9751256 -0.9991333 -0.9989404 -0.9997191 -0.9755280 -0.9872757
## 3 -0.9862341 -0.9998120 -0.9998980 -0.9995816 -0.9824186 -0.9901951
## 4 -0.9885511 -0.9998120 -0.9999201 -0.9997049 -0.9831855 -0.9932335
## 5 -0.9900661 -0.9998877 -0.9999471 -0.9997353 -0.9881397 -0.9938023
## 6 -0.9877041 -0.9999019 -0.9999193 -0.9996262 -0.9890131 -0.9903918
## V182 V183 V184 V185 V186 V187
## 1 -0.9703483 0.03661912 0.07645993 -0.1971260 0.10651426 -0.02081190
## 2 -0.9825260 -0.29249393 -0.14390965 -0.3860780 -0.05297410 0.20970463
## 3 -0.9820583 -0.41189668 -0.36810437 -0.3326342 -0.02177301 -0.12252597
## 4 -0.9872709 -0.40084865 -0.45529523 -0.4164355 -0.13005818 0.02273893
## 5 -0.9885212 -0.46306153 -0.45275061 -0.4252359 -0.13105286 -0.07877794
## 6 -0.9779012 -0.49898174 -0.39220479 -0.3538400 -0.12842958 -0.09291511
## V188 V189 V190 V191 V192 V193
## 1 0.19325784 0.30447875 0.11572923 0.05414960 0.06895124 0.1970496
## 2 -0.11165626 -0.25754483 -0.19712748 0.25112852 -0.04835748 0.1582181
## 3 0.18054322 0.14193330 -0.08592564 -0.08550133 0.34156360 0.3828919
## 4 0.06134586 0.22839658 -0.02570165 -0.07972945 0.29777325 0.5397360
## 5 0.21973274 0.05980249 -0.34191961 0.01649005 -0.10653608 0.4874077
## 6 0.05386602 0.24286067 -0.38414218 0.09741200 -0.18384291 0.4596498
## V194 V195 V196 V197 V198 V199
## 1 0.3099283 -0.21265711 0.173178140 0.1458445 0.12400875 -0.15534634
## 2 0.1588639 -0.23110857 0.315681620 0.1434450 0.28485043 -0.17115207
## 3 0.1099679 -0.11010236 0.194852660 0.6148686 0.16167166 -0.17700262
## 4 0.2120013 -0.21107820 0.197870330 0.5749480 0.16704230 -0.19684429
## 5 -0.2303126 0.01951718 -0.148038710 0.2742529 -0.11420864 0.11782975
## 6 -0.1451967 -0.19810251 -0.008808391 0.2274427 0.01573996 0.07658491
## V200 V201 V202 V203 V204 V205
## 1 -0.3234373 -0.8669294 -0.7051911 -0.7440217 -0.7607956 -0.9816487
## 2 -0.2481132 -0.9689614 -0.9539024 -0.9631648 -0.9376082 -0.9859442
## 3 -0.8353808 -0.9762282 -0.9790834 -0.9823638 -0.9692116 -0.9859442
## 4 -0.8156161 -0.9743245 -0.9770159 -0.9811550 -0.9692116 -0.9862629
## 5 -0.7503226 -0.9758356 -0.9768934 -0.9792374 -0.9759545 -0.9932282
## 6 -0.7671823 -0.9817163 -0.9777039 -0.9789605 -0.9784902 -0.9932282
## V206 V207 V208 V209 V210 V211
## 1 -0.8669294 -0.9801658 -0.8594742 0.2551044 0.05377970 -0.20414449
## 2 -0.9689614 -0.9989199 -0.9762200 -0.3293450 0.45848929 -0.45648942
## 3 -0.9762282 -0.9994239 -0.9829047 -0.5153616 0.14173151 -0.04885047
## 4 -0.9743245 -0.9993494 -0.9848230 -0.4863167 0.13108562 -0.07174782
## 5 -0.9758356 -0.9993951 -0.9790442 -0.4470493 -0.07571101 0.06155314
## 6 -0.9817163 -0.9995654 -0.9787186 -0.4926671 -0.13453848 0.02128811
## V212 V213 V214 V215 V216 V217
## 1 0.610527550 -0.564449320 -0.8669294 -0.7051911 -0.7440217 -0.7607956
## 2 0.488122070 -0.348261970 -0.9689614 -0.9539024 -0.9631648 -0.9376082
## 3 0.006845639 -0.155699340 -0.9762282 -0.9790834 -0.9823638 -0.9692116
## 4 0.046840045 -0.134310660 -0.9743245 -0.9770159 -0.9811550 -0.9692116
## 5 -0.035947656 -0.006066411 -0.9758356 -0.9768934 -0.9792374 -0.9759545
## 6 0.236426680 -0.202521190 -0.9817163 -0.9777039 -0.9789605 -0.9784902
## V218 V219 V220 V221 V222 V223
## 1 -0.9816487 -0.8669294 -0.9801658 -0.8594742 0.2551044 0.05377970
## 2 -0.9859442 -0.9689614 -0.9989199 -0.9762200 -0.3293450 0.45848929
## 3 -0.9859442 -0.9762282 -0.9994239 -0.9829047 -0.5153616 0.14173151
## 4 -0.9862629 -0.9743245 -0.9993494 -0.9848230 -0.4863167 0.13108562
## 5 -0.9932282 -0.9758356 -0.9993951 -0.9790442 -0.4470493 -0.07571101
## 6 -0.9932282 -0.9817163 -0.9995654 -0.9787186 -0.4926671 -0.13453848
## V224 V225 V226 V227 V228 V229
## 1 -0.20414449 0.610527550 -0.564449320 -0.9297665 -0.8959942 -0.9004173
## 2 -0.45648942 0.488122070 -0.348261970 -0.9737168 -0.9410078 -0.9596534
## 3 -0.04885047 0.006845639 -0.155699340 -0.9816177 -0.9713710 -0.9776023
## 4 -0.07174782 0.046840045 -0.134310660 -0.9827121 -0.9748075 -0.9817946
## 5 0.06155314 -0.035947656 -0.006066411 -0.9869079 -0.9888539 -0.9902561
## 6 0.02128811 0.236426680 -0.202521190 -0.9873357 -0.9919970 -0.9929347
## V230 V231 V232 V233 V234 V235
## 1 -0.9030044 -0.9750111 -0.9297665 -0.9956077 -0.9141207 -0.1295523
## 2 -0.9288375 -0.9750111 -0.9737168 -0.9987898 -0.9780807 -0.5277083
## 3 -0.9643663 -0.9837072 -0.9816177 -0.9994780 -0.9875633 -0.6337396
## 4 -0.9643663 -0.9837072 -0.9827121 -0.9995411 -0.9890873 -0.6385587
## 5 -0.9891086 -0.9722159 -0.9869079 -0.9997492 -0.9926297 -0.7643276
## 6 -0.9918324 -0.9722159 -0.9873357 -0.9997765 -0.9952174 -0.8501094
## V236 V237 V238 V239 V240 V241
## 1 0.2389109 -0.34559715 0.32646236 -0.26304800 -0.7955439 -0.7620732
## 2 -0.3186169 0.18419955 -0.46009650 0.71335686 -0.8984331 -0.9108583
## 3 0.4180511 0.03234082 -0.33840962 -0.37629403 -0.9391936 -0.9717763
## 4 0.3926791 -0.08744107 -0.25171191 -0.22531825 -0.9471844 -0.9703682
## 5 0.2096274 -0.13119043 -0.09635455 -0.07398238 -0.9574192 -0.9694995
## 6 0.0693537 -0.02824560 0.12660380 -0.29374478 -0.9697442 -0.9732947
## V242 V243 V244 V245 V246 V247
## 1 -0.7826723 -0.7165936 -0.7641926 -0.7955439 -0.9741521 -0.8395810
## 2 -0.9011104 -0.9024317 -0.8937527 -0.8984331 -0.9941803 -0.9101851
## 3 -0.9701844 -0.9705676 -0.9504100 -0.9391936 -0.9980922 -0.9736598
## 4 -0.9669844 -0.9705676 -0.9504100 -0.9471844 -0.9984927 -0.9657706
## 5 -0.9638216 -0.9752528 -0.9695732 -0.9574192 -0.9989345 -0.9601811
## 6 -0.9709561 -0.9769737 -0.9829388 -0.9697442 -0.9993892 -0.9702223
## V248 V249 V250 V251 V252 V253
## 1 0.66756269 0.03562114 -0.16189398 0.15325006 -0.006759604 -0.9251949
## 2 0.39460411 0.03012846 -0.03752390 0.08112477 -0.222040480 -0.9733934
## 3 0.07839758 -0.21718596 -0.03706647 0.44928622 -0.430571380 -0.9867480
## 4 0.10900203 -0.41378455 0.25149767 -0.01523949 -0.001456836 -0.9888204
## 5 0.10773644 -0.41361067 0.30844362 -0.09852761 -0.008311151 -0.9900621
## 6 0.02449829 -0.25027579 0.09865250 0.15840493 -0.184694330 -0.9878482
## V254 V255 V256 V257 V258 V259
## 1 -0.8943436 -0.9001467 -0.9167371 -0.9763667 -0.9251949 -0.9958242
## 2 -0.9440900 -0.9606210 -0.9292873 -0.9763667 -0.9733934 -0.9990856
## 3 -0.9844015 -0.9870224 -0.9840864 -0.9746050 -0.9867480 -0.9998399
## 4 -0.9855681 -0.9890357 -0.9840864 -0.9813857 -0.9888204 -0.9998712
## 5 -0.9904189 -0.9913670 -0.9911232 -0.9813857 -0.9900621 -0.9999089
## 6 -0.9890428 -0.9888397 -0.9911232 -0.9802600 -0.9878482 -0.9998786
## V260 V261 V262 V263 V264 V265
## 1 -0.9118375 0.3316543 0.516953160 -0.51350400 0.04131981 0.01183501
## 2 -0.9844092 -0.1862041 0.032238715 0.01025307 -0.65001828 0.52648944
## 3 -0.9916139 -0.4241094 0.495272190 -0.21584314 0.24163895 -0.77077493
## 4 -0.9931473 -0.4998587 0.645559460 -0.30094403 0.29765769 -0.88520672
## 5 -0.9926822 -0.5176108 -0.064276276 -0.01928329 0.39166371 -0.52522965
## 6 -0.9893050 -0.4261656 -0.006708336 -0.01767363 0.30808658 -0.50086214
## V266 V267 V268 V269 V270 V271
## 1 -0.9185097 -0.9182132 -0.7890915 -0.9482903 -0.9251369 -0.6363167
## 2 -0.9609030 -0.9644333 -0.9566748 -0.9843500 -0.9701748 -0.9418619
## 3 -0.9919063 -0.9650336 -0.9668996 -0.9947537 -0.9736959 -0.9622866
## 4 -0.9930298 -0.9682839 -0.9669116 -0.9955936 -0.9769176 -0.9689579
## 5 -0.9924042 -0.9692072 -0.9796527 -0.9945037 -0.9674681 -0.9782399
## 6 -0.9938427 -0.9707293 -0.9755771 -0.9946471 -0.9710160 -0.9614438
## V272 V273 V274 V275 V276 V277
## 1 -0.9306803 -0.9244385 -0.7249026 -0.9684241 -0.9401367 -0.5971887
## 2 -0.9757642 -0.9702565 -0.9442487 -0.9930506 -0.9743570 -0.9426704
## 3 -0.9939414 -0.9679526 -0.9615674 -0.9950820 -0.9837728 -0.9602915
## 4 -0.9940528 -0.9707264 -0.9649323 -0.9974953 -0.9878870 -0.9715113
## 5 -0.9931035 -0.9708048 -0.9766591 -0.9959320 -0.9720391 -0.9782644
## 6 -0.9930539 -0.9700484 -0.9673953 -0.9959019 -0.9793231 -0.9577877
## V278 V279 V280 V281 V282 V283
## 1 -0.9661371 -0.9844505 -0.9520871 -0.8650632 -0.9978437 -0.9960362
## 2 -0.9724499 -0.9856056 -0.9995443 -0.9576235 -0.9995923 -0.9991488
## 3 -0.9922826 -0.9930192 -0.9802508 -0.9771138 -0.9999541 -0.9992501
## 4 -0.9967732 -0.9813299 -0.9950586 -0.9786883 -0.9999634 -0.9993777
## 5 -0.9944123 -0.9853351 -0.9857864 -0.9829645 -0.9999545 -0.9991484
## 6 -0.9980739 -0.9913526 -0.9758857 -0.9827866 -0.9999606 -0.9992696
## V284 V285 V286 V287 V288 V289
## 1 -0.9401950 -0.9048404 -0.9338125 -0.8693829 -0.3396733 -0.4858032
## 2 -0.9975995 -0.9550323 -0.9710025 -0.9662298 -0.6040128 -0.7868864
## 3 -0.9987012 -0.9904021 -0.9693517 -0.9720156 -0.9463569 -0.7419244
## 4 -0.9989229 -0.9919868 -0.9624321 -0.9693662 -1.0000000 -0.7419244
## 5 -0.9994092 -0.9911072 -0.9788623 -0.9780067 -0.9463569 -0.7579533
## 6 -0.9988345 -0.9896697 -0.9797988 -0.9806086 -0.9463569 -0.7419244
## V290 V291 V292 V293 V294 V295
## 1 -0.1662577 -1.00000000 -1.0000000 -1.0000000 0.01111695 0.121250690
## 2 -0.6102978 -0.80645161 -1.0000000 -1.0000000 0.35206637 0.174546760
## 3 -0.6280778 -1.00000000 -1.0000000 -1.0000000 0.18043767 0.133458310
## 4 -0.6118308 -0.09677419 -0.9333333 -1.0000000 0.06270005 0.261719750
## 5 -0.8098879 -0.54838710 -0.9333333 -0.9230769 -0.01890990 -0.009980057
## 6 -0.7295225 -0.54838710 -0.9333333 -1.0000000 -0.17797819 -0.122556470
## V296 V297 V298 V299 V300 V301
## 1 -0.52294869 -0.5719995 -0.8946124 -0.3382659 -0.6867975 0.1895525
## 2 -0.32067339 -0.9181764 -0.9987617 -0.3263535 -0.6570871 -0.3276864
## 3 0.18265917 -0.3841142 -0.7405239 -0.6636137 -0.9266437 -0.3769352
## 4 0.15182490 -0.6355806 -0.9287958 -0.7065920 -0.9537878 -0.5903865
## 5 0.09521546 -0.5073913 -0.8568786 -0.2414177 -0.6169523 -0.5003530
## 6 -0.12332551 -0.4621296 -0.8141046 -0.4707076 -0.8144876 -0.1869594
## V302 V303 V304 V305 V306 V307
## 1 -0.1135957 -0.9985063 -0.9979426 -0.9955979 -0.9950356 -0.9959769
## 2 -0.6274052 -0.9998504 -0.9995818 -0.9987183 -0.9978567 -0.9961857
## 3 -0.6440250 -0.9999755 -0.9999288 -0.9998870 -0.9998622 -0.9998434
## 4 -0.8166940 -0.9999831 -0.9999408 -0.9998771 -0.9998901 -0.9998424
## 5 -0.7537866 -0.9999611 -0.9999605 -0.9998902 -0.9999035 -0.9998662
## 6 -0.5099702 -0.9999591 -0.9999725 -0.9999304 -0.9999335 -0.9999522
## V308 V309 V310 V311 V312 V313
## 1 -0.9914874 -0.9921312 -0.9997751 -0.9982039 -0.9947467 -0.9943090
## 2 -0.9977299 -0.9992383 -0.9998986 -0.9997598 -0.9982664 -0.9967796
## 3 -0.9997929 -0.9999356 -0.9999410 -0.9999619 -0.9998679 -0.9998395
## 4 -0.9998748 -0.9999595 -0.9999984 -0.9999714 -0.9998677 -0.9998696
## 5 -0.9999037 -0.9999606 -0.9999772 -0.9999597 -0.9998830 -0.9998953
## 6 -0.9999139 -0.9999574 -0.9999994 -0.9999616 -0.9999265 -0.9999529
## V314 V315 V316 V317 V318 V319
## 1 -0.9946932 -0.9980205 -0.9937275 -0.9962089 -0.9979761 -0.9989209
## 2 -0.9994596 -0.9996875 -0.9969297 -0.9991415 -0.9997153 -0.9995509
## 3 -0.9999375 -0.9999583 -0.9998332 -0.9995158 -0.9993382 -0.9993897
## 4 -0.9999725 -0.9999665 -0.9998676 -0.9996210 -0.9994476 -0.9995419
## 5 -0.9999662 -0.9999565 -0.9998895 -0.9990703 -0.9996317 -0.9998196
## 6 -0.9999715 -0.9999611 -0.9999387 -0.9991698 -0.9997289 -0.9997873
## V320 V321 V322 V323 V324 V325
## 1 -0.9964011 -0.9975599 -0.9950680 -0.9973513 -0.9982380 -0.9960705
## 2 -0.9986450 -0.9997514 -0.9995840 -0.9990960 -0.9994171 -0.9992123
## 3 -0.9996982 -0.9993572 -0.9991498 -0.9994102 -0.9995991 -0.9993051
## 4 -0.9993676 -0.9992872 -0.9986572 -0.9996542 -0.9996911 -0.9994420
## 5 -0.9994687 -0.9995114 -0.9994546 -0.9994976 -0.9997972 -0.9991147
## 6 -0.9996318 -0.9997467 -0.9995098 -0.9997578 -0.9999447 -0.9992410
## V326 V327 V328 V329 V330 V331
## 1 -0.9979246 -0.9963566 -0.9976398 -0.9962200 -0.9962254 -0.9247055
## 2 -0.9991820 -0.9996913 -0.9992025 -0.9992024 -0.9989229 -0.9971858
## 3 -0.9993306 -0.9992366 -0.9994711 -0.9992587 -0.9995606 -0.9990833
## 4 -0.9993821 -0.9989964 -0.9996589 -0.9994107 -0.9992413 -0.9991714
## 5 -0.9996797 -0.9994662 -0.9996081 -0.9991606 -0.9994623 -0.9993552
## 6 -0.9996957 -0.9996594 -0.9998292 -0.9992703 -0.9996430 -0.9985872
## V332 V333 V334 V335 V336 V337
## 1 -0.9940973 -0.9953235 -0.9989694 -0.9979016 -0.9949296 -0.9892607
## 2 -0.9992512 -0.9996962 -0.9997392 -0.9994487 -0.9993130 -0.9991077
## 3 -0.9984180 -0.9992964 -0.9997733 -0.9996996 -0.9986638 -0.9991742
## 4 -0.9988070 -0.9995555 -0.9996803 -0.9995611 -0.9987750 -0.9989052
## 5 -0.9997693 -0.9997178 -0.9997648 -0.9995464 -0.9995101 -0.9997063
## 6 -0.9997110 -0.9997350 -0.9998679 -0.9997192 -0.9996375 -0.9995464
## V338 V339 V340 V341 V342 V343
## 1 -0.9800854 -0.9379367 -0.9966776 -0.9970254 -0.9864274 -0.9392008
## 2 -0.9999994 -0.9975401 -0.9997451 -0.9994201 -0.9993766 -0.9975846
## 3 -0.9998030 -0.9987883 -0.9995025 -0.9994546 -0.9993649 -0.9987052
## 4 -0.9998729 -0.9989842 -0.9996341 -0.9993713 -0.9991952 -0.9989479
## 5 -0.9998989 -0.9994414 -0.9997682 -0.9995506 -0.9997707 -0.9994226
## 6 -0.9997193 -0.9988087 -0.9998165 -0.9997238 -0.9996036 -0.9988160
## V344 V345 V346 V347 V348 V349
## 1 -0.9984318 -0.8996332 -0.9374850 -0.9235514 -0.9244291 -0.9432104
## 2 -0.9996649 -0.9435190 -0.9691623 -0.9734489 -0.9616312 -0.9800263
## 3 -0.9996992 -0.9910295 -0.9733689 -0.9717030 -0.9919122 -0.9709857
## 4 -0.9996090 -0.9905362 -0.9724525 -0.9703374 -0.9919600 -0.9754341
## 5 -0.9997205 -0.9914800 -0.9798346 -0.9834930 -0.9935709 -0.9786966
## 6 -0.9998436 -0.9937759 -0.9789845 -0.9860986 -0.9944514 -0.9807585
## V350 V351 V352 V353 V354 V355
## 1 -0.9478915 -0.8966146 -0.9383091 -0.9425757 -0.9486343 -0.9583254
## 2 -0.9807873 -0.9458104 -0.9772743 -0.9771656 -0.9773950 -0.9870866
## 3 -0.9723222 -0.9887885 -0.9720282 -0.9722904 -0.9946627 -0.9755812
## 4 -0.9806211 -0.9893498 -0.9762816 -0.9792625 -0.9939669 -0.9795799
## 5 -0.9885033 -0.9909483 -0.9794355 -0.9869510 -0.9955192 -0.9751047
## 6 -0.9875569 -0.9920256 -0.9791621 -0.9858199 -0.9965363 -0.9860251
## V356 V357 V358 V359 V360 V361
## 1 -0.9588169 -0.9438824 -0.9873033 -0.9784656 -0.9052742 -0.9950361
## 2 -0.9842024 -0.9785668 -0.9534687 -0.9966644 -0.9554910 -0.9983708
## 3 -0.9697617 -0.9991204 -0.9994595 -0.9899748 -0.9784007 -0.9998992
## 4 -0.9782094 -0.9861423 -0.9855391 -0.9735074 -0.9773405 -0.9998950
## 5 -0.9906151 -0.9945600 -0.9998073 -0.9732291 -0.9852960 -0.9999145
## 6 -0.9893724 -0.9965865 -0.9958048 -0.9745407 -0.9870903 -0.9999389
## V362 V363 V364 V365 V366 V367
## 1 -0.9974993 -0.9970307 -0.8870774 -0.9358196 -0.9536533 -0.4706616
## 2 -0.9993671 -0.9994262 -0.9295984 -0.9732304 -0.9731457 -0.6066333
## 3 -0.9993190 -0.9992361 -0.9855866 -0.9773278 -0.9713641 -1.0000000
## 4 -0.9993744 -0.9993584 -0.9898502 -0.9821422 -0.9826662 -1.0000000
## 5 -0.9995688 -0.9997137 -0.9887913 -0.9825050 -0.9822731 -1.0000000
## 6 -0.9995820 -0.9997410 -0.9902591 -0.9790690 -0.9834229 -1.0000000
## V368 V369 V370 V371 V372 V373 V374
## 1 -0.6721718 -0.5962740 -0.52 0.08 0.32 0.45100539 0.13716703
## 2 -1.0000000 -0.9422163 -0.16 -0.32 -0.40 0.47285157 0.16719768
## 3 -0.9391203 -0.8641583 -0.64 -0.40 -0.44 0.27074412 -0.27224472
## 4 -1.0000000 -0.9001619 -0.44 -0.56 -0.48 0.27733393 -0.03832647
## 5 -0.9391203 -1.0000000 -0.36 -0.56 -0.24 0.18027241 -0.13916163
## 6 -1.0000000 -1.0000000 -0.72 -0.56 -0.48 0.07917486 -0.35372787
## V375 V376 V377 V378 V379 V380
## 1 -0.18029913 -0.5800861 -0.9080700 -0.6255269 -0.9427572 -0.6619101
## 2 -0.24311457 -0.9256467 -0.9658581 -0.7208120 -0.9924446 -0.7647273
## 3 -0.08249234 -0.5972016 -0.8940541 -0.3854568 -0.8307502 -0.2781365
## 4 0.02181301 -0.4961496 -0.8520281 -0.4069163 -0.8672804 -0.5470710
## 5 0.10085294 -0.6554288 -0.9154482 -0.2716506 -0.6360181 -0.6710494
## 6 -0.11027662 -0.6548313 -0.9190851 -0.6487496 -0.9610271 -0.5689498
## V381 V382 V383 V384 V385 V386
## 1 -0.9115321 -0.9990115 -0.9976301 -0.9959848 -0.9947085 -0.9955716
## 2 -0.9447724 -0.9999176 -0.9994950 -0.9986462 -0.9977000 -0.9959019
## 3 -0.6615201 -0.9999956 -0.9999294 -0.9999054 -0.9998644 -0.9998166
## 4 -0.7952377 -0.9999867 -0.9999271 -0.9998818 -0.9998770 -0.9998307
## 5 -0.9346144 -0.9999598 -0.9999556 -0.9999114 -0.9998791 -0.9998638
## 6 -0.9054224 -0.9999507 -0.9999683 -0.9999314 -0.9999276 -0.9999469
## V387 V388 V389 V390 V391 V392
## 1 -0.9878765 -0.9864452 -0.9982052 -0.9980404 -0.9944968 -0.9920496
## 2 -0.9967749 -0.9988225 -0.9999343 -0.9996409 -0.9979245 -0.9959339
## 3 -0.9997614 -0.9999490 -0.9999990 -0.9999542 -0.9998758 -0.9997924
## 4 -0.9998249 -0.9999218 -0.9999718 -0.9999487 -0.9998626 -0.9998280
## 5 -0.9998576 -0.9999543 -0.9999819 -0.9999550 -0.9998870 -0.9998637
## 6 -0.9998733 -0.9999262 -0.9999980 -0.9999590 -0.9999242 -0.9999259
## V393 V394 V395 V396 V397 V398
## 1 -0.9863330 -0.9968935 -0.9907627 -0.9994092 -0.9986481 -0.9987487
## 2 -0.9988303 -0.9991966 -0.9955815 -0.9994072 -0.9997577 -0.9995540
## 3 -0.9999497 -0.9999317 -0.9997724 -0.9997983 -0.9994083 -0.9992566
## 4 -0.9999178 -0.9999182 -0.9998056 -0.9996148 -0.9994170 -0.9996363
## 5 -0.9999516 -0.9999346 -0.9998312 -0.9996982 -0.9996638 -0.9997501
## 6 -0.9999271 -0.9999456 -0.9999088 -0.9993743 -0.9997324 -0.9997036
## V399 V400 V401 V402 V403 V404
## 1 -0.9964063 -0.9971722 -0.9945302 -0.9979198 -0.9999697 -0.9986417
## 2 -0.9992200 -0.9995406 -0.9989524 -0.9984723 -0.9990067 -0.9996475
## 3 -0.9997466 -0.9995379 -0.9991835 -0.9996738 -0.9999998 -0.9994227
## 4 -0.9995866 -0.9995210 -0.9991132 -0.9994958 -0.9994121 -0.9993874
## 5 -0.9995702 -0.9996387 -0.9993428 -0.9996603 -0.9999988 -0.9996308
## 6 -0.9996149 -0.9998052 -0.9994571 -0.9997460 -0.9999953 -0.9996168
## V405 V406 V407 V408 V409 V410
## 1 -0.9974017 -0.9954108 -0.9981824 -0.9984631 -0.9959958 -0.9936388
## 2 -0.9993159 -0.9992262 -0.9985437 -0.9995493 -0.9992340 -0.9982249
## 3 -0.9993471 -0.9993227 -0.9997189 -0.9992548 -0.9996017 -0.9996453
## 4 -0.9995488 -0.9992789 -0.9994892 -0.9993963 -0.9994844 -0.9994163
## 5 -0.9996241 -0.9994727 -0.9997070 -0.9996235 -0.9995489 -0.9996599
## 6 -0.9996112 -0.9996569 -0.9997814 -0.9995928 -0.9996481 -0.9990358
## V411 V412 V413 V414 V415 V416
## 1 -0.9978378 -0.9971293 -0.9987495 -0.9967088 -0.9951097 -0.9984858
## 2 -0.9991344 -0.9997071 -0.9996953 -0.9994477 -0.9992861 -0.9984971
## 3 -0.9978670 -0.9993956 -0.9998051 -0.9997525 -0.9983542 -0.9990254
## 4 -0.9984729 -0.9996507 -0.9997479 -0.9995035 -0.9984924 -0.9987529
## 5 -0.9997204 -0.9997133 -0.9997606 -0.9995575 -0.9995458 -0.9995495
## 6 -0.9996568 -0.9997535 -0.9998860 -0.9997475 -0.9996471 -0.9994272
## V417 V418 V419 V420 V421 V422
## 1 -0.9990935 -0.9959246 -0.9979509 -0.9960129 -0.9984601 -0.9962671
## 2 -0.9999825 -0.9986624 -0.9997308 -0.9993699 -0.9985726 -0.9992475
## 3 -0.9999757 -0.9980822 -0.9996253 -0.9993213 -0.9990731 -0.9987768
## 4 -0.9998053 -0.9985194 -0.9997277 -0.9991726 -0.9987950 -0.9991454
## 5 -0.9998101 -0.9996733 -0.9997659 -0.9995323 -0.9995514 -0.9996999
## 6 -0.9998118 -0.9993973 -0.9998478 -0.9997082 -0.9994356 -0.9996051
## V423 V424 V425 V426 V427 V428
## 1 -0.9977005 -0.8235579 -0.8079160 -0.9179126 -0.9032627 -0.8226770
## 2 -0.9995935 -0.9225130 -0.9264957 -0.9682295 -0.9270506 -0.9320107
## 3 -0.9996411 -0.9728456 -0.9808333 -0.9720602 -0.9731979 -0.9771945
## 4 -0.9995480 -0.9715016 -0.9813450 -0.9667055 -0.9671856 -0.9719094
## 5 -0.9996970 -0.9764045 -0.9804043 -0.9687820 -0.9743979 -0.9765654
## 6 -0.9998423 -0.9797034 -0.9805261 -0.9602064 -0.9800146 -0.9742469
## V429 V430 V431 V432 V433 V434
## 1 -0.9561651 -0.8651270 -0.8318008 -0.9410562 -0.9047980 -0.8792566
## 2 -0.9701434 -0.9400269 -0.9338519 -0.9671190 -0.9035110 -0.9487658
## 3 -0.9790953 -0.9698475 -0.9796193 -0.9710030 -0.9719872 -0.9830423
## 4 -0.9652755 -0.9686588 -0.9779172 -0.9637506 -0.9589503 -0.9720110
## 5 -0.9700165 -0.9731455 -0.9786927 -0.9633466 -0.9735023 -0.9842999
## 6 -0.9678163 -0.9780488 -0.9775095 -0.9591008 -0.9827596 -0.9786638
## V435 V436 V437 V438 V439 V440
## 1 -0.9677885 -0.8785993 -0.9483291 -0.9196852 -0.8284720 -0.9929495
## 2 -0.9776940 -0.9889596 -0.9611363 -0.9751811 -0.9312954 -0.9970900
## 3 -0.9883536 -0.9994072 -0.9910446 -0.9944469 -0.9756077 -0.9995833
## 4 -0.9680136 -0.9972096 -0.9985079 -0.9891006 -0.9740588 -0.9994196
## 5 -0.9783110 -0.9980948 -0.9925046 -0.9914964 -0.9759260 -0.9996301
## 6 -0.9767031 -0.9938869 -0.9911374 -0.9887523 -0.9751247 -0.9997588
## V441 V442 V443 V444 V445 V446
## 1 -0.9826631 -0.9979933 -0.8788944 -0.8381520 -0.9291400 0.0007581481
## 2 -0.9973439 -0.9993307 -0.9476938 -0.9411104 -0.9788356 -0.2382949000
## 3 -0.9997134 -0.9995951 -0.9791283 -0.9843627 -0.9763149 -0.5418896700
## 4 -0.9996265 -0.9991614 -0.9800219 -0.9890341 -0.9749980 -0.5731624400
## 5 -0.9996998 -0.9993325 -0.9864211 -0.9904682 -0.9841752 -0.6057112400
## 6 -0.9996620 -0.9991707 -0.9883881 -0.9887968 -0.9832032 -0.6019911500
## V447 V448 V449 V450 V451 V452
## 1 0.20014368 -0.2533842 -1.0 -0.9354839 -0.9310345 0.18403457
## 2 -0.09074787 -0.5945097 -1.0 -0.9354839 -0.9310345 0.01810862
## 3 -0.51739221 -0.5989126 -1.0 -0.9354839 -1.0000000 -0.47914475
## 4 -0.58785161 -0.5764817 -1.0 -1.0000000 -1.0000000 -0.49695391
## 5 -0.58555355 -0.5696633 -1.0 -0.9354839 -0.9310345 -0.42750236
## 6 -0.57568325 -0.5319145 -0.8 -0.5483871 -0.5172414 -0.32012497
## V453 V454 V455 V456 V457 V458
## 1 -0.05932286 0.43810716 -0.3954227600 -0.69876160 -0.38745724 -0.7863942
## 2 -0.22726634 -0.15169839 0.5574831700 0.38025340 -0.39647764 -0.7590735
## 3 -0.21008368 0.04930984 -0.0668244670 -0.44424084 -0.27466818 -0.6993909
## 4 -0.49990580 -0.25889610 0.3447759300 0.09276551 0.04432834 -0.3157187
## 5 -0.27813128 -0.29130830 0.0007812517 -0.39580949 -0.33120367 -0.7686541
## 6 -0.33338449 -0.05054079 -0.1406186200 -0.56688067 -0.24209966 -0.6661124
## V459 V460 V461 V462 V463 V464
## 1 -0.4856536 -0.7868151 -0.9946291 -0.9904691 -0.9927778 -0.9956797
## 2 -0.1502196 -0.5483663 -0.9971174 -0.9992759 -0.9990813 -0.9972360
## 3 -0.5666755 -0.8772182 -0.9995897 -0.9997958 -0.9998559 -0.9999541
## 4 0.0422413 -0.2778187 -0.9994157 -0.9997857 -0.9998254 -0.9999257
## 5 -0.3314640 -0.7049328 -0.9996303 -0.9998518 -0.9998736 -0.9999599
## 6 -0.3840935 -0.7392980 -0.9997671 -0.9998414 -0.9999498 -0.9999523
## V465 V466 V467 V468 V469 V470
## 1 -0.9870777 -0.9866510 -0.9841144 -0.9852502 -0.9935525 -0.9924302
## 2 -0.9985964 -0.9982226 -0.9982025 -0.9975895 -0.9971812 -0.9981353
## 3 -0.9998419 -0.9999030 -0.9999256 -0.9999998 -0.9995843 -0.9998674
## 4 -0.9998502 -0.9999211 -0.9999571 -0.9999968 -0.9994190 -0.9998313
## 5 -0.9998970 -0.9999181 -0.9999293 -0.9999449 -0.9996306 -0.9998841
## 6 -0.9999412 -0.9999092 -0.9999413 -0.9999346 -0.9997579 -0.9999423
## V471 V472 V473 V474 V475 V476
## 1 -0.9856058 -0.9846170 -0.9932692 -0.9927255 -0.9779278 -0.9948522
## 2 -0.9983044 -0.9979313 -0.9971797 -0.9975152 -0.9968460 -0.9989161
## 3 -0.9998523 -0.9999585 -0.9995838 -0.9999251 -0.9996878 -0.9998359
## 4 -0.9998654 -0.9999747 -0.9994198 -0.9999084 -0.9994838 -0.9998841
## 5 -0.9998966 -0.9999362 -0.9996304 -0.9999421 -0.9996190 -0.9998576
## 6 -0.9999237 -0.9999383 -0.9997596 -0.9999445 -0.9995117 -0.9998987
## V477 V478 V479 V480 V481 V482
## 1 -0.9978191 -0.9948430 -0.9924099 -0.9881227 -0.9904332 -0.9879613
## 2 -0.9995605 -0.9994709 -0.9992927 -0.9992095 -0.9992409 -0.9997139
## 3 -0.9999554 -0.9999810 -0.9999837 -0.9998777 -0.9998408 -0.9998810
## 4 -0.9999566 -0.9999761 -0.9999844 -0.9999282 -0.9999296 -0.9999993
## 5 -0.9999876 -0.9999811 -0.9999695 -0.9998851 -0.9998478 -0.9997894
## 6 -0.9999837 -0.9999896 -0.9999774 -0.9998788 -0.9998721 -0.9998816
## V483 V484 V485 V486 V487 V488
## 1 -0.9817910 -0.9963992 -0.9914523 -0.9880600 -0.9820484 -0.9933800
## 2 -0.9971722 -0.9994289 -0.9992688 -0.9993426 -0.9971642 -0.9993669
## 3 -0.9996839 -0.9999528 -0.9999622 -0.9998366 -0.9996857 -0.9999741
## 4 -0.9995779 -0.9999524 -0.9999731 -0.9999503 -0.9995879 -0.9999738
## 5 -0.9996517 -0.9999830 -0.9999522 -0.9998018 -0.9996713 -0.9999711
## 6 -0.9996061 -0.9999818 -0.9999574 -0.9998588 -0.9996272 -0.9999791
## V489 V490 V491 V492 V493 V494
## 1 -0.9988777 -0.9983667 -0.9984673 -0.9983746 -0.9989059 -0.9958936
## 2 -0.9993891 -0.9998141 -0.9998617 -0.9998598 -0.9999190 -0.9998384
## 3 -0.9998160 -0.9994231 -0.9997568 -0.9999271 -0.9998957 -0.9996701
## 4 -0.9992701 -0.9996452 -0.9998461 -0.9999041 -0.9998216 -0.9996561
## 5 -0.9994557 -0.9995796 -0.9999318 -0.9999279 -0.9999171 -0.9998948
## 6 -0.9993233 -0.9995187 -0.9998931 -0.9998788 -0.9997726 -0.9996658
## V495 V496 V497 V498 V499 V500
## 1 -0.9931284 -0.9954723 -0.9983871 -0.9977543 -0.9980959 -0.9941477
## 2 -0.9991763 -0.9997178 -0.9993585 -0.9998029 -0.9999029 -0.9994119
## 3 -0.9997808 -0.9998930 -0.9996337 -0.9997354 -0.9998404 -0.9998298
## 4 -0.9997864 -0.9999087 -0.9991887 -0.9998094 -0.9997822 -0.9998398
## 5 -0.9998434 -0.9998902 -0.9993433 -0.9999028 -0.9999167 -0.9998640
## 6 -0.9993887 -0.9993844 -0.9991969 -0.9998421 -0.9997489 -0.9993871
## V501 V502 V503 V504 V505 V506
## 1 -0.9981906 -0.9982901 -0.7909464 -0.7110740 -0.7267070 -0.7776971
## 2 -0.9993448 -0.9998751 -0.9541266 -0.9597458 -0.9606796 -0.9686666
## 3 -0.9996046 -0.9999021 -0.9756497 -0.9837843 -0.9771762 -0.9919076
## 4 -0.9991737 -0.9998682 -0.9733931 -0.9821196 -0.9767960 -0.9883978
## 5 -0.9993391 -0.9999263 -0.9777390 -0.9788381 -0.9757056 -0.9813055
## 6 -0.9991882 -0.9998404 -0.9780025 -0.9798756 -0.9732212 -0.9883724
## V507 V508 V509 V510 V511 V512
## 1 -0.9448813 -0.7909464 -0.9539836 -0.8735426 -0.1745929 -1.0000000
## 2 -0.9568606 -0.9541266 -0.9984762 -0.9830114 -0.7520557 -0.8620690
## 3 -0.9927818 -0.9756497 -0.9995701 -0.9771582 -0.8166736 -1.0000000
## 4 -0.9878112 -0.9733931 -0.9995038 -0.9777193 -0.8166736 -0.9310345
## 5 -0.9858042 -0.9777390 -0.9995000 -0.9791292 -0.8436706 -0.9310345
## 6 -0.9860785 -0.9780025 -0.9995265 -0.9820440 -0.7919574 -1.0000000
## V513 V514 V515 V516 V517 V518
## 1 -0.48345254 0.01104068 -0.3845166 -0.8950612 -0.8963596 -0.8881974
## 2 0.20346524 -0.20658816 -0.5994275 -0.9454372 -0.9341520 -0.9293148
## 3 0.34245571 -0.77735763 -0.9454783 -0.9710690 -0.9703078 -0.9685501
## 4 0.33120550 -0.65138646 -0.8709753 -0.9716545 -0.9784844 -0.9740796
## 5 0.07111154 -0.31124142 -0.5906516 -0.9874888 -0.9897160 -0.9884710
## 6 -0.04345482 -0.63988722 -0.8998080 -0.9912947 -0.9917440 -0.9897721
## V519 V520 V521 V522 V523 V524
## 1 -0.9284657 -0.8980998 -0.8950612 -0.9934714 -0.9214767 -0.4846193
## 2 -0.9499730 -0.9677052 -0.9454372 -0.9976100 -0.9571776 -0.7236420
## 3 -0.9754550 -0.9763576 -0.9710690 -0.9992692 -0.9782217 -0.8980000
## 4 -0.9849154 -0.9955081 -0.9716545 -0.9994004 -0.9803647 -1.0000000
## 5 -0.9912647 -0.9884531 -0.9874888 -0.9998120 -0.9899957 -1.0000000
## 6 -0.9924966 -0.9869830 -0.9912947 -0.9998775 -0.9903375 -1.0000000
## V525 V526 V527 V528 V529 V530
## 1 -1.0000000 -0.03535579 -0.2542483 -0.7003257 -0.7706100 -0.7971128
## 2 -1.0000000 -0.49121253 -0.2154044 -0.6660041 -0.9244608 -0.9167741
## 3 -1.0000000 0.14072902 -0.2060621 -0.6398087 -0.9752095 -0.9739984
## 4 -0.9682540 0.14864853 -0.6199051 -0.8871780 -0.9762973 -0.9712482
## 5 -0.8095238 0.42224872 -0.5430957 -0.8313127 -0.9770070 -0.9696193
## 6 -0.8412698 0.40441535 -0.5857248 -0.8279573 -0.9770345 -0.9750513
## V531 V532 V533 V534 V535 V536
## 1 -0.7644846 -0.8201876 -0.9379593 -0.7706100 -0.9709580 -0.7983865
## 2 -0.9193828 -0.9179834 -0.9911214 -0.9244608 -0.9957270 -0.9331273
## 3 -0.9670974 -0.9828492 -0.9976631 -0.9752095 -0.9995036 -0.9682600
## 4 -0.9660294 -0.9748783 -0.9961290 -0.9762973 -0.9994580 -0.9751742
## 5 -0.9689152 -0.9737461 -0.9969696 -0.9770070 -0.9994290 -0.9761111
## 6 -0.9697838 -0.9831224 -0.9937615 -0.9770345 -0.9995504 -0.9745522
## V537 V538 V539 V540 V541 V542
## 1 0.1794352 -1.0000000 -0.04739130 -0.46784901 -0.7613258 -0.8901655
## 2 -0.2188602 -1.0000000 -0.03147392 -0.09065485 -0.4618011 -0.9519774
## 3 -0.5612657 -0.8974359 -0.16880542 -0.66231704 -0.9253638 -0.9856888
## 4 -0.5667333 -0.9487180 -0.28563574 -0.44647773 -0.7568553 -0.9855619
## 5 -0.5555635 -1.0000000 -0.34906064 -0.31976266 -0.6917388 -0.9904980
## 6 -0.5848877 -1.0000000 -0.17703141 -0.58523513 -0.8890263 -0.9887326
## V543 V544 V545 V546 V547 V548
## 1 -0.9073076 -0.8953006 -0.9178830 -0.9098288 -0.8901655 -0.9941054
## 2 -0.9382124 -0.9380079 -0.9499222 -0.9869024 -0.9519774 -0.9982715
## 3 -0.9832727 -0.9834216 -0.9868573 -0.9896086 -0.9856888 -0.9998306
## 4 -0.9858429 -0.9842175 -0.9885656 -0.9920207 -0.9855619 -0.9998500
## 5 -0.9905719 -0.9884060 -0.9926528 -0.9925052 -0.9904980 -0.9999253
## 6 -0.9898050 -0.9882873 -0.9927864 -0.9816265 -0.9887326 -0.9999066
## V549 V550 V551 V552 V553 V554
## 1 -0.8980215 -0.2348153 -1.0000000 0.07164545 -0.3303704 -0.7059739
## 2 -0.9512549 -0.4310534 -1.0000000 -0.40118872 -0.1218451 -0.5949439
## 3 -0.9861480 -0.8099757 -0.9365079 0.06289131 -0.1904219 -0.6407357
## 4 -0.9840150 -0.8490812 -0.9365079 0.11669529 -0.3444180 -0.7361238
## 5 -0.9863760 -0.8958470 -0.9365079 -0.12171128 -0.5346849 -0.8465952
## 6 -0.9896387 -0.8490812 -0.9682540 0.08360294 -0.4935174 -0.8575645
## V555 V556 V557 V558 V559 V560
## 1 0.006462403 0.16291982 -0.82588562 0.27115145 -0.7200093 0.2768010
## 2 -0.083494968 0.01749957 -0.43437455 0.92059323 -0.6980908 0.2813429
## 3 -0.034956250 0.20230203 0.06410335 0.14506843 -0.7027715 0.2800830
## 4 -0.017067021 0.15443783 0.34013408 0.29640709 -0.6989538 0.2841138
## 5 -0.002222652 -0.04004639 0.73671509 -0.11854473 -0.6922450 0.2907220
## 6 -0.095680522 0.04884881 0.76068392 -0.07221636 -0.6898161 0.2948958
## V561
## 1 -0.05797830
## 2 -0.08389801
## 3 -0.07934620
## 4 -0.07710800
## 5 -0.07385681
## 6 -0.06847070## V1 V2 V3 V4 V5 V6
## 1 0.2885845 -0.02029417 -0.1329051 -0.9952786 -0.9831106 -0.9135264
## 2 0.2784188 -0.01641057 -0.1235202 -0.9982453 -0.9753002 -0.9603220
## 3 0.2796531 -0.01946716 -0.1134617 -0.9953796 -0.9671870 -0.9789440
## 4 0.2791739 -0.02620065 -0.1232826 -0.9960915 -0.9834027 -0.9906751
## 5 0.2766288 -0.01656965 -0.1153619 -0.9981386 -0.9808173 -0.9904816
## 6 0.2771988 -0.01009785 -0.1051373 -0.9973350 -0.9904868 -0.9954200
## V7 V8 V9 V10 V11 V12
## 1 -0.9951121 -0.9831846 -0.9235270 -0.9347238 -0.5673781 -0.7444125
## 2 -0.9988072 -0.9749144 -0.9576862 -0.9430675 -0.5578513 -0.8184087
## 3 -0.9965199 -0.9636684 -0.9774686 -0.9386916 -0.5578513 -0.8184087
## 4 -0.9970995 -0.9827498 -0.9893025 -0.9386916 -0.5761589 -0.8297115
## 5 -0.9983211 -0.9796719 -0.9904411 -0.9424691 -0.5691738 -0.8247053
## 6 -0.9976274 -0.9902177 -0.9955489 -0.9424691 -0.5656839 -0.8227661
## V13 V14 V15 V16 V17 V18
## 1 0.8529474 0.6858446 0.8142628 -0.9655228 -0.9999446 -0.9998630
## 2 0.8493079 0.6858446 0.8226368 -0.9819301 -0.9999913 -0.9997884
## 3 0.8436090 0.6824009 0.8393442 -0.9834778 -0.9999691 -0.9996599
## 4 0.8436090 0.6824009 0.8378693 -0.9860933 -0.9999755 -0.9997360
## 5 0.8490951 0.6832498 0.8378693 -0.9926531 -0.9999906 -0.9998559
## 6 0.8490951 0.6955857 0.8459216 -0.9939277 -0.9999855 -0.9998570
## V19 V20 V21 V22 V23 V24
## 1 -0.9946122 -0.9942308 -0.9876139 -0.9432200 -0.4077471 -0.6793375
## 2 -0.9984054 -0.9991504 -0.9778655 -0.9482248 -0.7148917 -0.5009300
## 3 -0.9994695 -0.9971301 -0.9648099 -0.9746750 -0.5922351 -0.4858207
## 4 -0.9995037 -0.9971804 -0.9837991 -0.9860068 -0.6274463 -0.8509300
## 5 -0.9997566 -0.9980043 -0.9812319 -0.9913247 -0.7865525 -0.5594769
## 6 -0.9999174 -0.9975839 -0.9918468 -0.9954136 -0.7518691 -0.4547725
## V25 V26 V27 V28 V29 V30
## 1 -0.6021219 0.92929351 -0.85301114 0.3599098 -0.05852638 0.25689154
## 2 -0.5709791 0.61162716 -0.32954862 0.2842132 0.28459454 0.11570542
## 3 -0.5709791 0.27302484 -0.08630870 0.3372015 -0.16473870 0.01715013
## 4 -0.9118716 0.06143571 0.07483956 0.1982040 -0.26430733 0.07254524
## 5 -0.7614338 0.31327553 -0.13120773 0.1911608 0.08690362 0.25761535
## 6 -0.5508815 0.39005211 -0.18227238 0.1587515 0.18731256 0.25995104
## V31 V32 V33 V34 V35 V36
## 1 -0.22484763 0.2641057 -0.09524563 0.27885143 -0.46508457 0.49193596
## 2 -0.09096253 0.2943104 -0.28121057 0.08598843 -0.02215269 -0.01665654
## 3 -0.07450693 0.3422563 -0.33256448 0.23928053 -0.13620359 0.17386318
## 4 -0.15531983 0.3231540 -0.17081296 0.29493839 -0.30608099 0.48214783
## 5 -0.27250466 0.4347278 -0.31537507 0.43974437 -0.26906895 0.17941419
## 6 -0.24322958 0.4217361 -0.41846005 0.55846137 -0.21834364 0.16513807
## V37 V38 V39 V40 V41 V42
## 1 -0.19088356 0.37631389 0.43512919 0.6607903 0.9633961 -0.1408397
## 2 -0.22064350 -0.01342866 -0.07269189 0.5793817 0.9665611 -0.1415513
## 3 -0.29949278 -0.12469839 -0.18110479 0.6089001 0.9668781 -0.1420098
## 4 -0.47012871 -0.30569299 -0.36265405 0.5074589 0.9676152 -0.1439765
## 5 -0.08895195 -0.15580432 -0.18976271 0.5992130 0.9682244 -0.1487502
## 6 0.08092016 -0.20997915 -0.15106365 0.1804244 0.9679482 -0.1482100
## V43 V44 V45 V46 V47 V48
## 1 0.11537494 -0.9852497 -0.9817084 -0.8776250 -0.9850014 -0.9844162
## 2 0.10937881 -0.9974113 -0.9894474 -0.9316387 -0.9978836 -0.9896137
## 3 0.10188392 -0.9995740 -0.9928658 -0.9929172 -0.9996353 -0.9926049
## 4 0.09985014 -0.9966456 -0.9813928 -0.9784764 -0.9964569 -0.9809618
## 5 0.09448590 -0.9984293 -0.9880982 -0.9787449 -0.9984112 -0.9886539
## 6 0.09190972 -0.9989793 -0.9867539 -0.9973064 -0.9990540 -0.9865839
## V49 V50 V51 V52 V53 V54
## 1 -0.8946774 0.8920545 -0.1612655 0.12465977 0.9774363 -0.1232134
## 2 -0.9332404 0.8920603 -0.1613426 0.12258573 0.9845201 -0.1148933
## 3 -0.9929343 0.8924006 -0.1637112 0.09456584 0.9867701 -0.1148933
## 4 -0.9784558 0.8938171 -0.1637112 0.09342467 0.9868210 -0.1213358
## 5 -0.9789355 0.8938171 -0.1667862 0.09168239 0.9874335 -0.1218336
## 6 -0.9974188 0.8936834 -0.1669704 0.08334712 0.9877218 -0.1218336
## V55 V56 V57 V58 V59 V60
## 1 0.05648273 -0.3754260 0.8994686 -0.9709052 -0.9755104 -0.9843254
## 2 0.10276411 -0.3834296 0.9078289 -0.9705828 -0.9785004 -0.9991884
## 3 0.10276411 -0.4016016 0.9086678 -0.9703681 -0.9816723 -0.9996790
## 4 0.09575265 -0.4002781 0.9106207 -0.9693997 -0.9824196 -0.9959764
## 5 0.09405935 -0.4004765 0.9122347 -0.9670511 -0.9843626 -0.9983182
## 6 0.09405935 -0.4093585 0.9115026 -0.9673206 -0.9852754 -0.9993483
## V61 V62 V63 V64 V65 V66 V67
## 1 -0.9888491 -0.9177426 -1 -1 0.1138061 -0.590425000 0.59114630
## 2 -0.9900285 -0.9416854 -1 -1 -0.2104936 -0.410055520 0.41385634
## 3 -0.9921044 -0.9926186 -1 -1 -0.9267763 0.002234132 0.02748069
## 4 -0.9806634 -0.9797787 -1 -1 -0.5961008 -0.064934877 0.07542720
## 5 -0.9906113 -0.9804125 -1 -1 -0.6165782 -0.257266810 0.26891819
## 6 -0.9865648 -0.9977279 -1 -1 -1.0000000 -0.302224840 0.37903209
## V68 V69 V70 V71 V72 V73
## 1 -0.59177346 0.59246928 -0.7454488 0.72086167 -0.7123724 0.7113000
## 2 -0.41756716 0.42132499 -0.1963593 0.12534464 -0.1055677 0.1090901
## 3 -0.05672816 0.08553324 -0.3290230 0.27050025 -0.2544902 0.2575976
## 4 -0.08582296 0.09620771 -0.2950360 0.22830973 -0.2062812 0.2048009
## 5 -0.28066510 0.29261602 -0.1666931 0.08994272 -0.0663267 0.0671311
## 6 -0.45722246 0.53679840 -0.1981248 0.12718522 -0.1075539 0.1113645
## V74 V75 V76 V77 V78 V79
## 1 -0.9951116 0.9956749 -0.9956676 0.9916527 0.5702216 0.4390273
## 2 -0.8338821 0.8342711 -0.8341844 0.8304639 -0.8312839 -0.8657111
## 3 -0.7050392 0.7143920 -0.7232989 0.7287554 -0.1810899 0.3379359
## 4 -0.3854102 0.3863727 -0.3871199 0.3852631 -0.9913087 -0.9688214
## 5 -0.2374745 0.2392680 -0.2410121 0.2405685 -0.4083304 -0.1848401
## 6 -0.1579059 0.1753748 -0.1927680 0.2079647 -0.5639509 0.4664707
## V80 V81 V82 V83 V84 V85
## 1 0.9869131 0.07799634 0.005000803 -0.067830808 -0.9935191 -0.9883600
## 2 0.9743856 0.07400671 0.005771104 0.029376633 -0.9955481 -0.9810636
## 3 0.6434170 0.07363596 0.003104037 -0.009045631 -0.9907428 -0.9809556
## 4 0.9842555 0.07732061 0.020057642 -0.009864772 -0.9926974 -0.9875527
## 5 0.9647965 0.07344436 0.019121574 0.016779979 -0.9964202 -0.9883587
## 6 0.4430971 0.07793244 0.018684046 0.009344434 -0.9948136 -0.9887145
## V86 V87 V88 V89 V90 V91
## 1 -0.9935750 -0.9944876 -0.9862066 -0.9928183 -0.9851801 -0.9919942
## 2 -0.9918457 -0.9956320 -0.9789380 -0.9912766 -0.9945447 -0.9790682
## 3 -0.9896866 -0.9909329 -0.9793002 -0.9872381 -0.9870770 -0.9790682
## 4 -0.9934976 -0.9942660 -0.9857170 -0.9914832 -0.9870770 -0.9917862
## 5 -0.9924549 -0.9965974 -0.9865370 -0.9906864 -0.9969933 -0.9918178
## 6 -0.9922663 -0.9952418 -0.9868467 -0.9910667 -0.9941054 -0.9918178
## V92 V93 V94 V95 V96 V97
## 1 -0.9931189 0.9898347 0.9919569 0.9905192 -0.9935220 -0.9999349
## 2 -0.9922574 0.9925771 0.9918084 0.9885391 -0.9913937 -0.9999597
## 3 -0.9922574 0.9883902 0.9918084 0.9885391 -0.9881477 -0.9998942
## 4 -0.9897689 0.9883902 0.9925438 0.9932176 -0.9928683 -0.9999236
## 5 -0.9897689 0.9943032 0.9925438 0.9856091 -0.9938320 -0.9999692
## 6 -0.9926493 0.9943032 0.9933463 0.9856091 -0.9934730 -0.9999512
## V98 V99 V100 V101 V102 V103
## 1 -0.9998204 -0.9998785 -0.9943640 -0.9860249 -0.9892336 -0.8199492
## 2 -0.9996396 -0.9998454 -0.9938627 -0.9794351 -0.9933838 -0.8750964
## 3 -0.9996364 -0.9997950 -0.9878457 -0.9801445 -0.9819108 -0.7536287
## 4 -0.9998029 -0.9998829 -0.9946780 -0.9870330 -0.9888963 -0.8208042
## 5 -0.9998203 -0.9998599 -0.9958878 -0.9865242 -0.9905717 -0.8507439
## 6 -0.9998278 -0.9998560 -0.9952809 -0.9873590 -0.9895520 -0.7787178
## V104 V105 V106 V107 V108 V109
## 1 -0.7930464 -0.8888529 1.0000000 -0.22074703 0.6368308 0.3876436
## 2 -0.6553621 -0.7673809 0.4896622 0.07099708 0.3627145 0.5273034
## 3 -0.6732736 -0.7471068 0.2652248 0.18839474 0.4645835 0.3717179
## 4 -0.7549682 -0.8252786 0.1228930 0.27641881 0.4574450 0.1934143
## 5 -0.7462578 -0.7969596 0.2409042 0.13491152 0.2969029 0.2871847
## 6 -0.7549682 -0.7908859 0.2806858 0.10044972 0.2597405 0.2019468
## V110 V111 V112 V113 V114 V115
## 1 0.24140146 -0.052252848 0.2641772 0.3734395 0.3417775 -0.56979119
## 2 0.14939565 0.062925097 0.3704934 0.4135481 0.1222157 0.18061304
## 3 0.08266488 -0.004621675 0.3274702 0.4376232 0.2578909 0.07002964
## 4 0.10240466 -0.099103220 0.1946788 0.4842436 0.3576571 -0.18703248
## 5 0.31897047 -0.143364120 0.4774545 0.4179662 0.3895371 -0.03030909
## 6 0.35057743 -0.077269461 0.5626646 0.3519760 0.3686890 0.04338534
## V116 V117 V118 V119 V120 V121
## 1 0.2653988 -0.4778749 -0.3853005 0.03364394 -0.12651082 -0.006100849
## 2 0.0474240 0.1665727 -0.2087722 0.08410380 -0.26855390 -0.016111620
## 3 0.1869730 0.2467997 -0.1201047 -0.11002563 -0.03995275 -0.031698294
## 4 0.2980687 0.4518696 -0.1274952 -0.08327836 0.45705983 -0.043409983
## 5 0.1632612 0.1801889 -0.2728836 0.10306475 0.06472931 -0.033960416
## 6 0.1473115 0.2991720 -0.3746109 0.04182570 -0.11178209 -0.028775508
## V122 V123 V124 V125 V126 V127
## 1 -0.03136479 0.10772540 -0.9853103 -0.9766234 -0.9922053 -0.9845863
## 2 -0.08389378 0.10058429 -0.9831200 -0.9890458 -0.9891212 -0.9868904
## 3 -0.10233542 0.09612688 -0.9762921 -0.9935518 -0.9863787 -0.9749215
## 4 -0.09138618 0.08553770 -0.9913848 -0.9924073 -0.9875542 -0.9915889
## 5 -0.07470803 0.07739203 -0.9851836 -0.9923781 -0.9874019 -0.9869437
## 6 -0.07039311 0.07901214 -0.9851808 -0.9921175 -0.9830768 -0.9857856
## V128 V129 V130 V131 V132 V133
## 1 -0.9763526 -0.9923616 -0.8670437 -0.9337860 -0.7475662 0.8473080
## 2 -0.9890380 -0.9891846 -0.8649038 -0.9535605 -0.7458700 0.8337211
## 3 -0.9941221 -0.9857862 -0.8649038 -0.9590491 -0.7432771 0.8337211
## 4 -0.9931421 -0.9895849 -0.8853204 -0.9566563 -0.7432771 0.8341640
## 5 -0.9925425 -0.9881628 -0.8701541 -0.9533597 -0.7497799 0.8390906
## 6 -0.9922687 -0.9827049 -0.8701541 -0.9533597 -0.7463994 0.8398080
## V134 V135 V136 V137 V138 V139
## 1 0.9148953 0.8308405 -0.9671843 -0.9995783 -0.9993543 -0.9997634
## 2 0.9081096 0.8289350 -0.9806131 -0.9997558 -0.9998973 -0.9998224
## 3 0.9057528 0.8289350 -0.9762803 -0.9996934 -0.9998283 -0.9998216
## 4 0.9057528 0.8266338 -0.9822957 -0.9997929 -0.9999023 -0.9998773
## 5 0.9111845 0.8213744 -0.9852620 -0.9998495 -0.9999519 -0.9998443
## 6 0.9111845 0.8188267 -0.9852143 -0.9998740 -0.9999466 -0.9997780
## V140 V141 V142 V143 V144 V145
## 1 -0.9834381 -0.9786140 -0.9929656 0.082631682 0.2022676 -0.1687567
## 2 -0.9928328 -0.9893447 -0.9902402 0.007469356 -0.5311566 -0.1774446
## 3 -0.9723536 -0.9951443 -0.9868311 -0.260942670 -1.0000000 -0.2483707
## 4 -0.9910313 -0.9941653 -0.9945820 -0.930551140 -0.8266180 -0.5434217
## 5 -0.9898132 -0.9933367 -0.9911546 -0.628860990 -0.4678076 -0.6508521
## 6 -0.9853373 -0.9929940 -0.9837056 -0.363801070 -0.3705079 -0.4621260
## V146 V147 V148 V149 V150 V151
## 1 0.09632324 -0.27498511 0.49864419 -0.22031685 1.00000000 -0.97297139
## 2 -0.38768063 0.17913763 0.21078900 -0.14025958 -0.04703181 -0.06494907
## 3 -0.43715568 0.23898137 0.14523773 -0.11391720 0.03231156 -0.12787926
## 4 -0.16588549 -0.01288054 0.32005501 -0.16511393 0.04455323 -0.12519331
## 5 -0.21269027 0.00211118 0.38809860 -0.23327097 -0.16322090 0.18645965
## 6 -0.40282673 0.24203652 0.05913935 0.03028356 -0.11969243 0.15061703
## V152 V153 V154 V155 V156 V157
## 1 0.31665451 0.37572641 0.72339919 -0.7711120 0.6902132 -0.3318310
## 2 0.11768661 0.08169129 0.04236404 -0.1499284 0.2926189 -0.1494293
## 3 0.11492426 0.12539829 0.11209205 -0.1656450 0.1345544 0.1843490
## 4 0.07832123 0.17702758 0.19340165 -0.2071888 0.1124575 0.2020919
## 5 -0.43491617 0.65013677 0.23995007 -0.3395292 0.1325371 0.4732514
## 6 -0.38093733 0.57330854 0.10377464 -0.2276797 0.1382413 0.3461755
## V158 V159 V160 V161 V162 V163
## 1 0.70958377 0.13487336 0.3010995 -0.09916740 -0.05551737 -0.06198580
## 2 0.04672124 -0.25692940 0.1693948 -0.11050283 -0.04481873 -0.05924282
## 3 -0.01012957 0.04331158 -0.3506461 -0.10848567 -0.04241031 -0.05582883
## 4 0.21019413 0.14110084 -0.7253011 -0.09116989 -0.03633262 -0.06046466
## 5 -0.14200070 0.48441885 -0.7245575 -0.09077010 -0.03763253 -0.05828932
## 6 -0.44810249 0.64501358 -0.7459792 -0.09424758 -0.04335526 -0.04193600
## V164 V165 V166 V167 V168 V169
## 1 -0.9921107 -0.9925193 -0.9920553 -0.9921648 -0.9949416 -0.9926190
## 2 -0.9898726 -0.9972926 -0.9938510 -0.9898762 -0.9974917 -0.9937783
## 3 -0.9884618 -0.9956321 -0.9915318 -0.9878680 -0.9957250 -0.9915963
## 4 -0.9911194 -0.9966410 -0.9933289 -0.9912405 -0.9969579 -0.9940195
## 5 -0.9913545 -0.9964730 -0.9945110 -0.9928823 -0.9965406 -0.9943830
## 6 -0.9916216 -0.9960147 -0.9930906 -0.9930196 -0.9960382 -0.9926340
## V170 V171 V172 V173 V174 V175
## 1 -0.9901558 -0.9867428 -0.9920416 0.9944288 0.9917558 0.9893519
## 2 -0.9919469 -0.9977171 -0.9949208 0.9904860 0.9971222 0.9945031
## 3 -0.9933590 -0.9938002 -0.9889631 0.9892905 0.9971222 0.9941426
## 4 -0.9936763 -0.9938002 -0.9889631 0.9892905 0.9981303 0.9941426
## 5 -0.9798455 -0.9975093 -0.9934198 0.9936848 0.9974531 0.9965279
## 6 -0.9798455 -0.9975093 -0.9934198 0.9938443 0.9974531 0.9965279
## V176 V177 V178 V179 V180 V181
## 1 -0.9944534 -0.9999375 -0.9999535 -0.9999229 -0.9922997 -0.9969389
## 2 -0.9952984 -0.9999077 -0.9999897 -0.9999459 -0.9907418 -0.9973013
## 3 -0.9934149 -0.9998871 -0.9999798 -0.9999158 -0.9871304 -0.9954278
## 4 -0.9954961 -0.9999251 -0.9999862 -0.9999396 -0.9909086 -0.9970785
## 5 -0.9958778 -0.9999280 -0.9999852 -0.9999535 -0.9945132 -0.9967177
## 6 -0.9952321 -0.9999316 -0.9999824 -0.9999362 -0.9937336 -0.9961224
## V182 V183 V184 V185 V186 V187
## 1 -0.9922430 -0.5898510 -0.6884590 -0.5721069 0.292376340 -0.36199802
## 2 -0.9938078 -0.6009445 -0.7482472 -0.6089321 -0.193307570 -0.06740646
## 3 -0.9927755 -0.5436348 -0.6729573 -0.5884104 -0.241150980 -0.01137728
## 4 -0.9954046 -0.5620311 -0.7313321 -0.6614345 0.009894985 -0.13757147
## 5 -0.9939689 -0.6177378 -0.6830932 -0.6329272 -0.025678521 -0.18813916
## 6 -0.9919696 -0.6278635 -0.6805905 -0.5418971 -0.265496090 0.05580409
## V188 V189 V190 V191 V192
## 1 0.40554269 -0.03900695 0.98928381 -0.414560480 0.39160251
## 2 0.18561907 0.04152181 0.07235255 -0.035377727 0.17760636
## 3 0.11613363 0.08962988 0.09598603 0.009604215 0.09512614
## 4 0.12596517 0.31611970 0.09433295 0.026171325 0.06966099
## 5 0.23094957 0.20025838 -0.14940028 0.271977090 -0.27151547
## 6 -0.04563533 0.23627625 -0.12219895 0.268114140 -0.19369246
## V193 V194 V195 V196 V197 V198
## 1 0.282250870 0.9272698 -0.5723700 0.69161920 0.468289820 -0.13107697
## 2 0.027498054 0.1827027 -0.1674574 0.25325103 0.132333860 0.29385535
## 3 0.252887040 0.1816489 -0.1693084 0.13200906 0.008197317 0.19332856
## 4 0.246653200 0.2573553 -0.1368088 0.08731557 0.149095580 0.19665725
## 5 -0.009937466 0.2351285 -0.3409670 -0.08571288 0.163956800 0.12059038
## 6 -0.005319577 0.2034059 -0.2967479 0.06993358 -0.012261880 0.01791207
## V199 V200 V201 V202 V203 V204
## 1 -0.08715969 0.3362475 -0.9594339 -0.9505515 -0.9579929 -0.9463052
## 2 -0.01807517 -0.3433368 -0.9792892 -0.9760571 -0.9782473 -0.9787115
## 3 0.07371786 -0.3148578 -0.9837031 -0.9880196 -0.9883268 -0.9864961
## 4 0.14045188 -0.3058977 -0.9865418 -0.9864213 -0.9864305 -0.9864961
## 5 0.10748923 -0.2825893 -0.9928271 -0.9912754 -0.9911703 -0.9909619
## 6 0.18667289 -0.3211694 -0.9942950 -0.9952490 -0.9950094 -0.9957457
## V205 V206 V207 V208 V209 V210
## 1 -0.9925557 -0.9594339 -0.9984928 -0.9576374 -0.2325816 -0.17317874
## 2 -0.9953329 -0.9792892 -0.9994880 -0.9812483 -0.4418761 0.08156863
## 3 -0.9953329 -0.9837031 -0.9996821 -0.9857669 -0.5999393 0.03804910
## 4 -0.9970448 -0.9865418 -0.9997374 -0.9835088 -0.5890063 -0.09285588
## 5 -0.9970448 -0.9928271 -0.9998807 -0.9896081 -0.7045988 0.18044105
## 6 -0.9941746 -0.9942950 -0.9999199 -0.9934632 -0.7852715 0.37033862
## V211 V212 V213 V214 V215 V216
## 1 -0.02289666 0.0948315680 0.19181715 -0.9594339 -0.9505515 -0.9579929
## 2 -0.10936606 0.3117577100 -0.41167480 -0.9792892 -0.9760571 -0.9782473
## 3 -0.07421227 0.2540759900 -0.29612966 -0.9837031 -0.9880196 -0.9883268
## 4 0.04639617 -0.0004664473 0.03714251 -0.9865418 -0.9864213 -0.9864305
## 5 -0.27765672 0.5155624300 -0.35585076 -0.9928271 -0.9912754 -0.9911703
## 6 -0.39345190 0.5634830200 -0.48154569 -0.9942950 -0.9952490 -0.9950094
## V217 V218 V219 V220 V221 V222
## 1 -0.9463052 -0.9925557 -0.9594339 -0.9984928 -0.9576374 -0.2325816
## 2 -0.9787115 -0.9953329 -0.9792892 -0.9994880 -0.9812483 -0.4418761
## 3 -0.9864961 -0.9953329 -0.9837031 -0.9996821 -0.9857669 -0.5999393
## 4 -0.9864961 -0.9970448 -0.9865418 -0.9997374 -0.9835088 -0.5890063
## 5 -0.9909619 -0.9970448 -0.9928271 -0.9998807 -0.9896081 -0.7045988
## 6 -0.9957457 -0.9941746 -0.9942950 -0.9999199 -0.9934632 -0.7852715
## V223 V224 V225 V226 V227 V228
## 1 -0.17317874 -0.02289666 0.0948315680 0.19181715 -0.9933059 -0.9943364
## 2 0.08156863 -0.10936606 0.3117577100 -0.41167480 -0.9912535 -0.9916944
## 3 0.03804910 -0.07421227 0.2540759900 -0.29612966 -0.9885313 -0.9903969
## 4 -0.09285588 0.04639617 -0.0004664473 0.03714251 -0.9930780 -0.9933808
## 5 0.18044105 -0.27765672 0.5155624300 -0.35585076 -0.9934800 -0.9958537
## 6 0.37033862 -0.39345190 0.5634830200 -0.48154569 -0.9930177 -0.9954243
## V229 V230 V231 V232 V233 V234
## 1 -0.9945004 -0.9927840 -0.9912085 -0.9933059 -0.9998919 -0.9929337
## 2 -0.9927160 -0.9886606 -0.9912085 -0.9912535 -0.9998454 -0.9934851
## 3 -0.9906505 -0.9886606 -0.9930120 -0.9885313 -0.9997899 -0.9899838
## 4 -0.9931945 -0.9934017 -0.9930120 -0.9930780 -0.9998836 -0.9917361
## 5 -0.9961075 -0.9932829 -0.9813245 -0.9934800 -0.9999016 -0.9968463
## 6 -0.9955274 -0.9932829 -0.9931750 -0.9930177 -0.9998927 -0.9950223
## V235 V236 V237 V238 V239 V240
## 1 -0.8634148 0.28308522 -0.23730869 -0.10543219 -0.03821231 -0.9689591
## 2 -0.8199283 0.45881205 -0.24494134 0.05613927 -0.45834568 -0.9806831
## 3 -0.7948842 0.64970380 -0.26008800 -0.12841598 -0.52054112 -0.9763171
## 4 -0.7923214 0.66160340 -0.24745115 -0.23031491 -0.43645940 -0.9820599
## 5 -0.8500256 0.31160390 -0.17012088 0.13437035 -0.45829909 -0.9852037
## 6 -0.8713030 0.07270727 0.01781662 -0.06858817 -0.16618196 -0.9858944
## V241 V242 V243 V244 V245 V246
## 1 -0.9643352 -0.9572448 -0.9750599 -0.9915537 -0.9689591 -0.9992865
## 2 -0.9837542 -0.9820027 -0.9847146 -0.9915537 -0.9806831 -0.9997247
## 3 -0.9860515 -0.9844578 -0.9847146 -0.9661929 -0.9763171 -0.9996406
## 4 -0.9873511 -0.9856316 -0.9900291 -0.9816856 -0.9820599 -0.9997679
## 5 -0.9890626 -0.9896134 -0.9870285 -0.9816856 -0.9852037 -0.9998294
## 6 -0.9864403 -0.9863046 -0.9870285 -0.9903605 -0.9858944 -0.9998297
## V247 V248 V249 V250 V251 V252
## 1 -0.9497658 0.07257904 0.5725114 -0.738602190 0.21257776 0.43340495
## 2 -0.9828568 -0.19289906 -0.2253174 -0.017059623 0.15577724 0.08257521
## 3 -0.9834545 -0.22282926 -0.2268309 0.059680819 0.06147618 0.04170213
## 4 -0.9839660 -0.24071922 -0.2019850 0.054711916 0.11007156 -0.07942259
## 5 -0.9923380 -0.33869914 -0.2369926 0.093820007 0.02333272 0.03903898
## 6 -0.9892783 -0.24494596 -0.1726625 -0.007801159 0.09589124 0.06975596
## V253 V254 V255 V256 V257 V258
## 1 -0.9942478 -0.9913676 -0.9931430 -0.9889356 -0.9934860 -0.9942478
## 2 -0.9951232 -0.9961016 -0.9958385 -0.9965449 -0.9920060 -0.9951232
## 3 -0.9934032 -0.9950910 -0.9948595 -0.9953595 -0.9976518 -0.9934032
## 4 -0.9955022 -0.9952666 -0.9953048 -0.9953595 -0.9976518 -0.9955022
## 5 -0.9958076 -0.9952580 -0.9963073 -0.9923893 -0.9921927 -0.9958076
## 6 -0.9952748 -0.9952050 -0.9960696 -0.9923893 -0.9927537 -0.9952748
## V259 V260 V261 V262 V263 V264
## 1 -0.9999490 -0.9945472 -0.6197676 0.2928405 -0.1768892 -0.14577921
## 2 -0.9999698 -0.9948192 -0.7307216 0.2093341 -0.1781126 -0.10308433
## 3 -0.9999549 -0.9939883 -0.6629136 0.3280315 -0.1545600 -0.22058712
## 4 -0.9999702 -0.9950011 -0.6830162 0.5953713 -0.2645688 -0.31572300
## 5 -0.9999721 -0.9964837 -0.7201707 0.3318584 -0.2605620 -0.14566464
## 6 -0.9999686 -0.9961068 -0.7510922 0.1787599 -0.1814449 0.04957464
## V265 V266 V267 V268 V269 V270
## 1 -0.124072330 -0.9947832 -0.9829841 -0.9392687 -0.9954217 -0.9831330
## 2 -0.043823965 -0.9974507 -0.9768517 -0.9735227 -0.9986803 -0.9749298
## 3 -0.107514160 -0.9935941 -0.9725115 -0.9833040 -0.9963128 -0.9655059
## 4 -0.163825530 -0.9954906 -0.9835697 -0.9910798 -0.9963121 -0.9832444
## 5 -0.007367991 -0.9972859 -0.9823010 -0.9883694 -0.9986065 -0.9801295
## 6 -0.168852760 -0.9966567 -0.9869395 -0.9927386 -0.9976438 -0.9922637
## V271 V272 V273 V274 V275 V276
## 1 -0.9061650 -0.9968886 -0.9845193 -0.9320820 -0.9937563 -0.9831629
## 2 -0.9554381 -0.9978897 -0.9769239 -0.9683768 -0.9993717 -0.9737703
## 3 -0.9770493 -0.9940974 -0.9716867 -0.9821691 -0.9981585 -0.9630718
## 4 -0.9902291 -0.9945468 -0.9828241 -0.9890073 -0.9974035 -0.9872749
## 5 -0.9919150 -0.9977250 -0.9823528 -0.9909146 -0.9992774 -0.9808482
## 6 -0.9970459 -0.9966048 -0.9898989 -0.9950483 -0.9985979 -0.9934144
## V277 V278 V279 V280 V281 V282
## 1 -0.8850542 -0.9939619 -0.9934461 -0.9234277 -0.9747327 -0.9999684
## 2 -0.9487768 -0.9982806 -0.9927209 -0.9895135 -0.9858116 -0.9999908
## 3 -0.9685959 -0.9970937 -0.9899236 -0.9908857 -0.9858213 -0.9999693
## 4 -0.9877543 -0.9944319 -0.9902589 -0.9965778 -0.9928120 -0.9999754
## 5 -0.9891165 -0.9949679 -0.9917884 -0.9744938 -0.9924232 -0.9999902
## 6 -0.9983060 -0.9956786 -0.9952322 -0.9863281 -0.9950023 -0.9999849
## V283 V284 V285 V286 V287 V288
## 1 -0.9996891 -0.9948915 -0.9959260 -0.9897089 -0.9879912 -0.9463569
## 2 -0.9994499 -0.9985691 -0.9948649 -0.9807836 -0.9857747 -1.0000000
## 3 -0.9991374 -0.9994336 -0.9885692 -0.9772424 -0.9813019 -1.0000000
## 4 -0.9996969 -0.9998029 -0.9904425 -0.9919019 -0.9880605 -1.0000000
## 5 -0.9996251 -0.9997979 -0.9937604 -0.9881797 -0.9863589 -1.0000000
## 6 -0.9998596 -0.9999139 -0.9948238 -0.9869223 -0.9878261 -1.0000000
## V289 V290 V291 V292 V293 V294 V295
## 1 -0.9047478 -0.5913025 -1.00000000 -1 -1 0.25248290 0.13183575
## 2 -0.9047478 -0.7584085 0.09677419 -1 -1 0.27130855 0.04286364
## 3 -0.8157863 -0.8135133 -0.93548387 -1 -1 0.12453124 -0.06461056
## 4 -0.8703979 -0.9441902 -1.00000000 -1 -1 0.02904438 0.08030227
## 5 -0.8703979 -0.9441902 0.09677419 -1 -1 0.18108977 0.05798789
## 6 -0.9448704 -1.0000000 -0.61290323 -1 -1 0.15738377 0.31883523
## V296 V297 V298 V299 V300 V301
## 1 -0.05205025 0.1420506 -0.1506825 -0.2205469 -0.55873853 0.24676868
## 2 -0.01430976 -0.6925409 -0.9540470 -0.0497091 -0.33197386 0.05667537
## 3 0.08267692 -0.7272273 -0.9654192 0.1630629 -0.09215279 -0.04493677
## 4 0.18569468 -0.5991180 -0.9084493 -0.4609145 -0.81305675 -0.56683479
## 5 0.55978632 -0.6769965 -0.9513707 -0.1803828 -0.53372625 -0.58551700
## 6 0.60559943 -0.6310530 -0.9349031 -0.6607821 -0.89938137 -0.88068961
## V302 V303 V304 V305 V306 V307
## 1 -0.007415521 -0.9999628 -0.9999865 -0.9999791 -0.9999624 -0.9999322
## 2 -0.289001440 -0.9999962 -0.9999818 -0.9999440 -0.9999699 -0.9999189
## 3 -0.288365900 -0.9999894 -0.9999616 -0.9998154 -0.9998473 -0.9999391
## 4 -0.771246060 -0.9999886 -0.9999767 -0.9998343 -0.9998709 -0.9999924
## 5 -0.790432550 -0.9999940 -0.9999860 -0.9999359 -0.9999455 -0.9999694
## 6 -0.963631110 -0.9999903 -0.9999831 -0.9999213 -0.9999267 -0.9999410
## V308 V309 V310 V311 V312 V313
## 1 -0.9997251 -0.9996704 -0.9999858 -0.9999687 -0.9999769 -0.9998697
## 2 -0.9998657 -0.9999651 -0.9999995 -0.9999939 -0.9999490 -0.9999140
## 3 -0.9999217 -0.9999232 -0.9999966 -0.9999826 -0.9998020 -0.9999476
## 4 -0.9999492 -0.9999645 -0.9999958 -0.9999864 -0.9998253 -0.9999912
## 5 -0.9999349 -0.9999697 -0.9999862 -0.9999934 -0.9999348 -0.9999715
## 6 -0.9999081 -0.9999635 -0.9999974 -0.9999897 -0.9999166 -0.9999438
## V314 V315 V316 V317 V318 V319
## 1 -0.9997761 -0.9999712 -0.9999193 -0.9996568 -0.9998605 -0.9998670
## 2 -0.9999766 -0.9999921 -0.9999459 -0.9994166 -0.9998133 -0.9995686
## 3 -0.9999478 -0.9999725 -0.9998746 -0.9990060 -0.9997153 -0.9996577
## 4 -0.9999750 -0.9999773 -0.9999124 -0.9997191 -0.9997498 -0.9999442
## 5 -0.9999753 -0.9999911 -0.9999561 -0.9995640 -0.9998597 -0.9998627
## 6 -0.9999749 -0.9999865 -0.9999294 -0.9998785 -0.9999271 -0.9998145
## V320 V321 V322 V323 V324 V325
## 1 -0.9998630 -0.9997378 -0.9997322 -0.9994926 -0.9998136 -0.9996818
## 2 -0.9998737 -0.9995489 -0.9997371 -0.9995658 -0.9999053 -0.9994735
## 3 -0.9998174 -0.9996359 -0.9996789 -0.9996157 -0.9998796 -0.9991085
## 4 -0.9999397 -0.9995535 -0.9998987 -0.9995122 -0.9998656 -0.9996727
## 5 -0.9998976 -0.9996505 -0.9997118 -0.9995164 -0.9999108 -0.9996103
## 6 -0.9997641 -0.9998370 -0.9997239 -0.9996215 -0.9999073 -0.9998860
## V326 V327 V328 V329 V330 V331
## 1 -0.9998394 -0.9997382 -0.9996120 -0.9996872 -0.9998386 -0.9935923
## 2 -0.9995542 -0.9996020 -0.9996953 -0.9994442 -0.9998042 -0.9982346
## 3 -0.9996240 -0.9996433 -0.9997150 -0.9991263 -0.9997753 -0.9993882
## 4 -0.9999362 -0.9996673 -0.9996458 -0.9996925 -0.9998733 -0.9998071
## 5 -0.9998453 -0.9996666 -0.9996675 -0.9996211 -0.9998419 -0.9998057
## 6 -0.9997602 -0.9998075 -0.9997302 -0.9998646 -0.9997870 -0.9999423
## V332 V333 V334 V335 V336 V337
## 1 -0.9994758 -0.9996620 -0.9996423 -0.9992934 -0.9978922 -0.9959325
## 2 -0.9997692 -0.9996922 -0.9998749 -0.9996656 -0.9994483 -0.9989302
## 3 -0.9997249 -0.9997185 -0.9997982 -0.9997528 -0.9996292 -0.9996862
## 4 -0.9997748 -0.9998102 -0.9999293 -0.9998582 -0.9996655 -0.9996813
## 5 -0.9998344 -0.9998251 -0.9997864 -0.9997453 -0.9996557 -0.9990258
## 6 -0.9998171 -0.9998803 -0.9998224 -0.9997649 -0.9994852 -0.9996778
## V338 V339 V340 V341 V342 V343
## 1 -0.9951464 -0.9947399 -0.9996883 -0.9989246 -0.9956713 -0.9948773
## 2 -0.9987544 -0.9985456 -0.9997918 -0.9996312 -0.9988775 -0.9985534
## 3 -0.9999119 -0.9994535 -0.9997807 -0.9997489 -0.9997604 -0.9994343
## 4 -0.9999836 -0.9998044 -0.9998867 -0.9998438 -0.9997784 -0.9997918
## 5 -0.9994359 -0.9998225 -0.9998445 -0.9997497 -0.9991496 -0.9998123
## 6 -0.9999048 -0.9999262 -0.9998927 -0.9997213 -0.9997523 -0.9999238
## V344 V345 V346 V347 V348 V349
## 1 -0.9994544 -0.9923325 -0.9871699 -0.9896961 -0.9958207 -0.9909363
## 2 -0.9998221 -0.9950322 -0.9813115 -0.9897398 -0.9966523 -0.9820839
## 3 -0.9998009 -0.9909937 -0.9816423 -0.9875663 -0.9912488 -0.9814148
## 4 -0.9999217 -0.9944466 -0.9887272 -0.9913542 -0.9913783 -0.9869269
## 5 -0.9997927 -0.9962920 -0.9887900 -0.9906244 -0.9969025 -0.9886067
## 6 -0.9998103 -0.9948507 -0.9882443 -0.9901575 -0.9952180 -0.9901788
## V350 V351 V352 V353 V354 V355
## 1 -0.9970517 -0.9938055 -0.9905187 -0.9969928 -0.9967369 -0.9919752
## 2 -0.9926268 -0.9949767 -0.9829295 -0.9916414 -0.9974245 -0.9849232
## 3 -0.9904159 -0.9877510 -0.9810912 -0.9877232 -0.9951632 -0.9853508
## 4 -0.9943908 -0.9894309 -0.9871450 -0.9937904 -0.9934019 -0.9878742
## 5 -0.9929065 -0.9960914 -0.9888672 -0.9916730 -0.9970095 -0.9903728
## 6 -0.9930667 -0.9931267 -0.9898364 -0.9918185 -0.9969799 -0.9928015
## V356 V357 V358 V359 V360 V361
## 1 -0.9932417 -0.9983491 -0.9911084 -0.9598854 -0.9905150 -0.9999347
## 2 -0.9931870 -0.9979168 -0.9825186 -0.9868384 -0.9898509 -0.9999596
## 3 -0.9939116 -0.9974823 -0.9985712 -0.9975540 -0.9872372 -0.9998940
## 4 -0.9942012 -0.9979030 -0.9997671 -0.9653808 -0.9926573 -0.9999235
## 5 -0.9951421 -0.9957965 -0.9961128 -0.9959788 -0.9932588 -0.9999691
## 6 -0.9942166 -0.9960982 -0.9990643 -0.9848585 -0.9922249 -0.9999511
## V362 V363 V364 V365 V366 V367 V368 V369
## 1 -0.9998205 -0.9998845 -0.9930263 -0.9913734 -0.9962396 -1 -1 -1
## 2 -0.9996396 -0.9998466 -0.9928434 -0.9852207 -0.9910493 -1 -1 -1
## 3 -0.9996366 -0.9997951 -0.9818169 -0.9847648 -0.9823642 -1 -1 -1
## 4 -0.9998031 -0.9998830 -0.9917761 -0.9906849 -0.9932884 -1 -1 -1
## 5 -0.9998205 -0.9998604 -0.9961415 -0.9924077 -0.9861788 -1 -1 -1
## 6 -0.9998280 -0.9998562 -0.9913534 -0.9910572 -0.9877527 -1 -1 -1
## V370 V371 V372 V373 V374 V375 V376
## 1 1.00 -0.24 -1.00 0.87038451 0.21069700 0.26370789 -0.7036858
## 2 -0.32 -0.12 -0.32 0.60851352 -0.05367561 0.06314827 -0.6303049
## 3 -0.16 -0.48 -0.28 0.11543400 -0.19343634 0.03825433 -0.5947588
## 4 -0.12 -0.56 -0.28 0.03579805 -0.09303585 0.16809523 -0.2638514
## 5 -0.32 -0.08 0.04 0.27335020 0.07913538 0.29238418 -0.5221571
## 6 -0.32 -0.36 0.52 0.32883589 0.05477140 0.32094497 -0.5946287
## V377 V378 V379 V380 V381 V382
## 1 -0.9037425 -0.5825736 -0.9363101 -0.5073447 -0.8055359 -0.9999865
## 2 -0.9103945 -0.4144235 -0.8505864 -0.6555347 -0.9159869 -0.9999963
## 3 -0.9235410 -0.5289342 -0.9129851 -0.8034065 -0.9801332 -0.9999936
## 4 -0.7572285 -0.3960393 -0.8296347 -0.5770384 -0.8933748 -0.9999978
## 5 -0.8129873 -0.4965600 -0.9039084 -0.7643694 -0.9662039 -0.9999953
## 6 -0.9053384 -0.6649723 -0.9564599 -0.7225990 -0.9432911 -0.9999878
## V383 V384 V385 V386 V387 V388
## 1 -0.9999796 -0.9999748 -0.9999551 -0.9999186 -0.9996401 -0.9994833
## 2 -0.9999797 -0.9999489 -0.9999683 -0.9999101 -0.9998137 -0.9999203
## 3 -0.9999443 -0.9998274 -0.9998414 -0.9999222 -0.9999058 -0.9998736
## 4 -0.9999651 -0.9998432 -0.9998654 -0.9999959 -0.9999304 -0.9999417
## 5 -0.9999829 -0.9999466 -0.9999388 -0.9999616 -0.9999289 -0.9999581
## 6 -0.9999855 -0.9999309 -0.9999155 -0.9999256 -0.9998590 -0.9999402
## V389 V390 V391 V392 V393 V394
## 1 -0.9999609 -0.9999823 -0.9999707 -0.9998110 -0.9994847 -0.9999808
## 2 -0.9999607 -0.9999867 -0.9999560 -0.9998767 -0.9999141 -0.9999744
## 3 -0.9999965 -0.9999628 -0.9998038 -0.9999227 -0.9998752 -0.9999085
## 4 -0.9999992 -0.9999781 -0.9998269 -0.9999824 -0.9999426 -0.9999268
## 5 -0.9999949 -0.9999883 -0.9999412 -0.9999587 -0.9999579 -0.9999748
## 6 -0.9999969 -0.9999866 -0.9999185 -0.9999058 -0.9999407 -0.9999674
## V395 V396 V397 V398 V399 V400
## 1 -0.9998519 -0.9999326 -0.9998999 -0.9998244 -0.9998598 -0.9997275
## 2 -0.9999058 -0.9998610 -0.9998272 -0.9994565 -0.9998303 -0.9996093
## 3 -0.9998430 -0.9998203 -0.9997439 -0.9995591 -0.9998386 -0.9996673
## 4 -0.9999009 -0.9998950 -0.9997965 -0.9998881 -0.9999061 -0.9996812
## 5 -0.9999391 -0.9999254 -0.9998775 -0.9998104 -0.9999321 -0.9997284
## 6 -0.9998864 -0.9999001 -0.9999422 -0.9997838 -0.9998103 -0.9998735
## V401 V402 V403 V404 V405 V406
## 1 -0.9997288 -0.9995671 -0.9997652 -0.9999002 -0.9998149 -0.9997098
## 2 -0.9996855 -0.9995761 -0.9999370 -0.9998174 -0.9995325 -0.9995952
## 3 -0.9996275 -0.9997037 -0.9999934 -0.9997323 -0.9996112 -0.9996175
## 4 -0.9998463 -0.9996932 -0.9999999 -0.9997976 -0.9998832 -0.9997223
## 5 -0.9997694 -0.9995027 -0.9999921 -0.9998782 -0.9998387 -0.9997279
## 6 -0.9996886 -0.9995826 -0.9999992 -0.9999309 -0.9997619 -0.9998114
## V407 V408 V409 V410 V411 V412
## 1 -0.9995961 -0.9998522 -0.9998221 -0.9993999 -0.9997656 -0.9999585
## 2 -0.9996257 -0.9996299 -0.9997593 -0.9998589 -0.9998465 -0.9997949
## 3 -0.9997442 -0.9996132 -0.9997732 -0.9998709 -0.9997839 -0.9997397
## 4 -0.9997359 -0.9998056 -0.9998560 -0.9998848 -0.9997237 -0.9998414
## 5 -0.9995684 -0.9998299 -0.9998744 -0.9998451 -0.9998530 -0.9998899
## 6 -0.9996392 -0.9998566 -0.9998302 -0.9998633 -0.9997931 -0.9999047
## V413 V414 V415 V416 V417 V418
## 1 -0.9999495 -0.9998385 -0.9998135 -0.9987805 -0.9985778 -0.9996197
## 2 -0.9998009 -0.9998193 -0.9997692 -0.9996370 -0.9999545 -0.9998519
## 3 -0.9997866 -0.9997722 -0.9996260 -0.9994874 -0.9999957 -0.9998025
## 4 -0.9999425 -0.9998694 -0.9997353 -0.9992040 -0.9996620 -0.9997560
## 5 -0.9998177 -0.9997595 -0.9996878 -0.9991695 -0.9999823 -0.9998525
## 6 -0.9998218 -0.9997550 -0.9996238 -0.9993829 -0.9999102 -0.9998077
## V419 V420 V421 V422 V423 V424
## 1 -0.9999836 -0.9998281 -0.9986807 -0.9998442 -0.9999279 -0.9865744
## 2 -0.9998273 -0.9998001 -0.9996510 -0.9998350 -0.9998267 -0.9773867
## 3 -0.9997921 -0.9997208 -0.9995138 -0.9997753 -0.9997868 -0.9754332
## 4 -0.9999203 -0.9998281 -0.9992066 -0.9998244 -0.9999237 -0.9871096
## 5 -0.9998841 -0.9997297 -0.9992106 -0.9999004 -0.9998092 -0.9824465
## 6 -0.9998937 -0.9997069 -0.9994048 -0.9998907 -0.9998027 -0.9848902
## V425 V426 V427 V428 V429 V430
## 1 -0.9817615 -0.9895148 -0.9850326 -0.9738861 -0.9940349 -0.9865308
## 2 -0.9925300 -0.9896058 -0.9849043 -0.9871681 -0.9897847 -0.9793612
## 3 -0.9937147 -0.9867557 -0.9766422 -0.9933990 -0.9873282 -0.9756091
## 4 -0.9936015 -0.9871913 -0.9928104 -0.9916460 -0.9886776 -0.9896713
## 5 -0.9929838 -0.9886664 -0.9859818 -0.9919558 -0.9879443 -0.9825810
## 6 -0.9927862 -0.9807784 -0.9852871 -0.9916595 -0.9853661 -0.9834343
## V431 V432 V433 V434 V435 V436
## 1 -0.9836164 -0.9923520 -0.9804984 -0.9722709 -0.9949443 -0.9975686
## 2 -0.9918368 -0.9879651 -0.9873538 -0.9847864 -0.9901508 -0.9868918
## 3 -0.9937071 -0.9850303 -0.9729012 -0.9949860 -0.9912830 -0.9883117
## 4 -0.9934607 -0.9865264 -0.9945184 -0.9918014 -0.9922807 -0.9897006
## 5 -0.9933426 -0.9864612 -0.9879502 -0.9932283 -0.9914436 -0.9937381
## 6 -0.9929105 -0.9840883 -0.9829656 -0.9931990 -0.9876443 -0.9993609
## V437 V438 V439 V440 V441 V442
## 1 -0.9840851 -0.9943354 -0.9852762 -0.9998637 -0.9996661 -0.9999346
## 2 -0.9990535 -0.9944137 -0.9868687 -0.9998249 -0.9999115 -0.9998921
## 3 -0.9972327 -0.9936360 -0.9860087 -0.9996733 -0.9999624 -0.9998463
## 4 -0.9943438 -0.9931436 -0.9903443 -0.9999462 -0.9999514 -0.9998668
## 5 -0.9937253 -0.9948352 -0.9887062 -0.9998616 -0.9999510 -0.9998642
## 6 -0.9978452 -0.9816007 -0.9876105 -0.9998615 -0.9999484 -0.9997811
## V443 V444 V445 V446 V447 V448
## 1 -0.9903439 -0.9948357 -0.9944116 -0.7124023 -0.6448424 -0.8389930
## 2 -0.9870994 -0.9955637 -0.9872545 -0.6111119 -0.7646030 -0.7510797
## 3 -0.9855365 -0.9953921 -0.9925506 -0.5909865 -0.8082872 -0.7510797
## 4 -0.9928778 -0.9962888 -0.9902236 -0.7236655 -0.8037541 -0.8172859
## 5 -0.9904644 -0.9961228 -0.9974263 -0.6526168 -0.8272124 -0.7374578
## 6 -0.9883218 -0.9940861 -0.9904452 -0.6781863 -0.8082872 -0.7510797
## V449 V450 V451 V452 V453 V454
## 1 -1.0000000 -1.0000000 -1.0000000 -0.25754888 0.09794711 0.54715105
## 2 -1.0000000 -1.0000000 -1.0000000 -0.04816744 -0.40160791 -0.06817833
## 3 -1.0000000 -0.8709677 -1.0000000 -0.21668507 -0.01726417 -0.11072029
## 4 -1.0000000 -1.0000000 -0.7931035 0.21686246 -0.13524536 -0.04972798
## 5 -1.0000000 -0.8064516 -1.0000000 -0.15334258 -0.08840273 -0.16223039
## 6 -0.9333333 -0.9354839 -0.9310345 -0.36303968 -0.13323831 0.19483324
## V455 V456 V457 V458 V459 V460
## 1 0.377311210 0.1340915 0.2733720 -0.09126183 -0.4843465 -0.7828507
## 2 -0.458553310 -0.7970135 0.3875689 0.14866483 -0.1569093 -0.4517759
## 3 0.090519474 -0.2446911 -0.4292724 -0.81263905 -0.3919913 -0.7674824
## 4 -0.572087600 -0.8736179 -0.1351185 -0.54223840 -0.3793527 -0.7565483
## 5 -0.339596820 -0.7226279 -0.2654707 -0.68998825 -0.2679956 -0.6592078
## 6 -0.004027766 -0.3231587 -0.2900701 -0.70538442 -0.2350403 -0.6081425
## V461 V462 V463 V464 V465 V466
## 1 -0.9998650 -0.9999318 -0.9999729 -0.9999702 -0.9999301 -0.9999586
## 2 -0.9998509 -0.9997943 -0.9999131 -0.9999182 -0.9998964 -0.9998853
## 3 -0.9996805 -0.9998282 -0.9999151 -0.9999324 -0.9998478 -0.9998415
## 4 -0.9999637 -0.9998907 -0.9999465 -0.9999733 -0.9998773 -0.9999031
## 5 -0.9998700 -0.9999117 -0.9999258 -0.9999409 -0.9999356 -0.9998874
## 6 -0.9998650 -0.9999123 -0.9999742 -0.9999722 -0.9999759 -0.9999721
## V467 V468 V469 V470 V471 V472
## 1 -0.9999290 -0.9999847 -0.9998633 -0.9999681 -0.9999361 -0.9999536
## 2 -0.9997842 -0.9997824 -0.9998299 -0.9998988 -0.9998828 -0.9997834
## 3 -0.9998635 -0.9998622 -0.9996744 -0.9999063 -0.9998314 -0.9998629
## 4 -0.9998334 -0.9998929 -0.9999502 -0.9999481 -0.9998769 -0.9998597
## 5 -0.9998999 -0.9999175 -0.9998651 -0.9999183 -0.9999109 -0.9999077
## 6 -0.9999598 -0.9999847 -0.9998604 -0.9999700 -0.9999733 -0.9999708
## V473 V474 V475 V476 V477 V478
## 1 -0.9998644 -0.9999610 -0.9994537 -0.9999781 -0.9999915 -0.9999901
## 2 -0.9998283 -0.9999080 -0.9998564 -0.9999885 -0.9999957 -0.9999942
## 3 -0.9996757 -0.9999035 -0.9999544 -0.9999876 -0.9999901 -0.9999943
## 4 -0.9999484 -0.9999461 -0.9999305 -0.9999892 -0.9999924 -0.9999925
## 5 -0.9998636 -0.9999326 -0.9999259 -0.9999927 -0.9999964 -0.9999884
## 6 -0.9998617 -0.9999732 -0.9999263 -0.9999897 -0.9999942 -0.9999842
## V479 V480 V481 V482 V483 V484
## 1 -0.9999686 -0.9998066 -0.9983460 -0.9989612 -0.9996187 -0.9999893
## 2 -0.9999861 -0.9999845 -0.9999800 -0.9999900 -0.9998966 -0.9999945
## 3 -0.9999730 -0.9999428 -0.9999866 -0.9999933 -0.9999620 -0.9999893
## 4 -0.9999859 -0.9999541 -0.9999898 -0.9999883 -0.9999470 -0.9999908
## 5 -0.9999666 -0.9999737 -0.9999740 -0.9999720 -0.9999462 -0.9999934
## 6 -0.9999678 -0.9999921 -0.9999660 -0.9999886 -0.9999445 -0.9999900
## V485 V486 V487 V488 V489 V490
## 1 -0.9999354 -0.9983875 -0.9996426 -0.9999727 -0.9999554 -0.9999763
## 2 -0.9999860 -0.9999817 -0.9999026 -0.9999917 -0.9999089 -0.9999594
## 3 -0.9999670 -0.9999877 -0.9999606 -0.9999858 -0.9998701 -0.9999346
## 4 -0.9999796 -0.9999878 -0.9999478 -0.9999884 -0.9998773 -0.9999685
## 5 -0.9999681 -0.9999696 -0.9999490 -0.9999816 -0.9998711 -0.9999554
## 6 -0.9999729 -0.9999712 -0.9999463 -0.9999799 -0.9998227 -0.9998868
## V491 V492 V493 V494 V495 V496
## 1 -0.9999058 -0.9999855 -0.9999372 -0.9997512 -0.9990723 -0.9999275
## 2 -0.9999281 -0.9999663 -0.9999855 -0.9999264 -0.9999615 -0.9999831
## 3 -0.9999347 -0.9999570 -0.9999522 -0.9999093 -0.9998890 -0.9999885
## 4 -0.9999566 -0.9999556 -0.9999493 -0.9998805 -0.9998793 -0.9999495
## 5 -0.9999962 -0.9999864 -0.9999397 -0.9999068 -0.9999211 -0.9999812
## 6 -0.9999526 -0.9999220 -0.9998569 -0.9998545 -0.9995571 -0.9996430
## V497 V498 V499 V500 V501 V502
## 1 -0.9999516 -0.9999058 -0.9998927 -0.9994443 -0.9999410 -0.9999586
## 2 -0.9999017 -0.9999178 -0.9999754 -0.9999711 -0.9998943 -0.9999710
## 3 -0.9998565 -0.9999196 -0.9999464 -0.9999325 -0.9998502 -0.9999556
## 4 -0.9998747 -0.9999398 -0.9999364 -0.9999101 -0.9998713 -0.9999516
## 5 -0.9998645 -0.9999925 -0.9999366 -0.9999474 -0.9998664 -0.9999728
## 6 -0.9997954 -0.9999197 -0.9998617 -0.9995947 -0.9997918 -0.9999052
## V503 V504 V505 V506 V507 V508
## 1 -0.9521547 -0.9561340 -0.9488701 -0.9743206 -0.9257218 -0.9521547
## 2 -0.9808566 -0.9758658 -0.9757769 -0.9782264 -0.9869108 -0.9808566
## 3 -0.9877948 -0.9890155 -0.9855936 -0.9930619 -0.9898364 -0.9877948
## 4 -0.9875187 -0.9867420 -0.9835237 -0.9902299 -0.9981850 -0.9875187
## 5 -0.9935909 -0.9900635 -0.9923241 -0.9905059 -0.9878052 -0.9935909
## 6 -0.9948360 -0.9952833 -0.9938512 -0.9953650 -0.9894722 -0.9948360
## V509 V510 V511 V512 V513 V514
## 1 -0.9982852 -0.9732732 -0.6463764 -0.7931035 -0.08843612 -0.4364710
## 2 -0.9994719 -0.9844792 -0.8166736 -1.0000000 -0.04414989 -0.1220404
## 3 -0.9998067 -0.9892371 -0.9070143 -0.8620690 0.25789914 -0.6187251
## 4 -0.9997702 -0.9832153 -0.9070143 -1.0000000 0.07358150 -0.4684223
## 5 -0.9998731 -0.9973433 -0.9070143 -1.0000000 0.39431033 -0.1126629
## 6 -0.9999390 -0.9921667 -1.0000000 -1.0000000 0.43796212 -0.5946439
## V515 V516 V517 V518 V519 V520
## 1 -0.7968405 -0.9937257 -0.9937550 -0.9919757 -0.9933647 -0.9881754
## 2 -0.4495219 -0.9903355 -0.9919603 -0.9897320 -0.9944888 -0.9895488
## 3 -0.8796846 -0.9892801 -0.9908667 -0.9872743 -0.9931788 -0.9998898
## 4 -0.7564936 -0.9927689 -0.9916998 -0.9890549 -0.9944546 -0.9955624
## 5 -0.4818052 -0.9955228 -0.9943890 -0.9933055 -0.9954847 -0.9821772
## 6 -0.8091864 -0.9947329 -0.9951562 -0.9942986 -0.9944851 -0.9830483
## V521 V522 V523 V524 V525 V526 V527
## 1 -0.9937257 -0.9999184 -0.9913637 -1 -0.9365079 0.3469885 -0.5160801
## 2 -0.9903355 -0.9998669 -0.9911339 -1 -0.8412698 0.5320605 -0.6248710
## 3 -0.9892801 -0.9998455 -0.9866576 -1 -0.9047619 0.6607950 -0.7246967
## 4 -0.9927689 -0.9998948 -0.9880552 -1 1.0000000 0.6789213 -0.7011307
## 5 -0.9955228 -0.9999409 -0.9941695 -1 -1.0000000 0.5590577 -0.5289013
## 6 -0.9947329 -0.9999370 -0.9966966 -1 -1.0000000 0.2469096 -0.5208793
## V528 V529 V530 V531 V532 V533
## 1 -0.8027600 -0.9801349 -0.9613094 -0.9736534 -0.9522638 -0.9894981
## 2 -0.9001600 -0.9882956 -0.9833219 -0.9826593 -0.9863208 -0.9918288
## 3 -0.9285394 -0.9892548 -0.9860277 -0.9842736 -0.9909794 -0.9957030
## 4 -0.9096391 -0.9894128 -0.9878358 -0.9868499 -0.9867488 -0.9961994
## 5 -0.8589325 -0.9914330 -0.9890594 -0.9877436 -0.9914617 -0.9983532
## 6 -0.8025254 -0.9905000 -0.9858609 -0.9855120 -0.9882041 -0.9947578
## V534 V535 V536 V537 V538 V539
## 1 -0.9801349 -0.9992403 -0.9926555 -0.7012914 -1.0000000 -0.1289889
## 2 -0.9882956 -0.9998112 -0.9939785 -0.7206830 -0.9487180 -0.2719585
## 3 -0.9892548 -0.9998539 -0.9932383 -0.7365215 -0.7948718 -0.2127279
## 4 -0.9894128 -0.9998756 -0.9891355 -0.7208908 -1.0000000 -0.0356842
## 5 -0.9914330 -0.9999018 -0.9893211 -0.7633722 -0.8974359 -0.2735820
## 6 -0.9905000 -0.9998606 -0.9919667 -0.7685767 -1.0000000 -0.2973291
## V540 V541 V542 V543 V544 V545
## 1 0.5861564 0.3746046 -0.9919904 -0.9906975 -0.9899408 -0.9924478
## 2 -0.3363104 -0.7200151 -0.9958539 -0.9963995 -0.9954421 -0.9968660
## 3 -0.5353521 -0.8719141 -0.9950305 -0.9951274 -0.9946396 -0.9960596
## 4 -0.2300909 -0.5112170 -0.9952207 -0.9952369 -0.9957222 -0.9952731
## 5 -0.5102819 -0.8307018 -0.9950928 -0.9954648 -0.9952787 -0.9956093
## 6 -0.3460445 -0.7272705 -0.9951433 -0.9952387 -0.9943979 -0.9960880
## V546 V547 V548 V549 V550 V551
## 1 -0.9910477 -0.9919904 -0.9999368 -0.9904579 -0.8713058 -1.0000000
## 2 -0.9944397 -0.9958539 -0.9999807 -0.9945437 -1.0000000 -1.0000000
## 3 -0.9958663 -0.9950305 -0.9999731 -0.9937553 -1.0000000 -0.5555556
## 4 -0.9957318 -0.9952207 -0.9999744 -0.9952260 -0.9556959 -0.9365079
## 5 -0.9974180 -0.9950928 -0.9999745 -0.9954868 -1.0000000 -0.9365079
## 6 -0.9985194 -0.9951433 -0.9999740 -0.9945305 -1.0000000 -1.0000000
## V552 V553 V554 V555 V556 V557
## 1 -0.07432303 -0.2986764 -0.7103041 -0.11275434 0.030400372 -0.4647614
## 2 0.15807454 -0.5950509 -0.8614993 0.05347695 -0.007434566 -0.7326262
## 3 0.41450281 -0.3907482 -0.7601037 -0.11855926 0.177899480 0.1006992
## 4 0.40457253 -0.1172902 -0.4828445 -0.03678797 -0.012892494 0.6400110
## 5 0.08775301 -0.3514709 -0.6992052 0.12332005 0.122541960 0.6935783
## 6 0.01995331 -0.5454101 -0.8446193 0.08263215 -0.143439010 0.2750408
## V558 V559 V560 V561
## 1 -0.01844588 -0.8412468 0.1799406 -0.05862692
## 2 0.70351059 -0.8447876 0.1802889 -0.05431672
## 3 0.80852908 -0.8489335 0.1806373 -0.04911782
## 4 -0.48536645 -0.8486494 0.1819348 -0.04766318
## 5 -0.61597061 -0.8478653 0.1851512 -0.04389225
## 6 -0.36822404 -0.8496316 0.1848225 -0.04212638#combines activity, subject, and features sets from test and train repectively
#Merges the training and the test sets to create one data set.
activity <- rbind(trainactivity, testactivity)
subject <- rbind(trainsubject, testsubject)
features <- rbind(trainfeatures, testfeatures)
#changes factor levels(1-6) to match activity labels
labels <- read.table("activity_labels.txt", header = FALSE)
activity$V1 <- factor(activity$V1, levels = as.integer(labels$V1), labels = labels$V2)
#names activity and subject columns
names(activity)<- c("activity")
names(subject)<-c("subject")
#names feature columns from features text file
featurestxt <- read.table("features.txt", head=FALSE)
names(features)<- featurestxt$V2
#selects columns with mean and standard deviation data and subsetting
meanstdev<-c(as.character(featurestxt$V2[grep("mean\\(\\)|std\\(\\)", featurestxt$V2)]))
subdata<-subset(features,select=meanstdev)
#Combines data sets with activity names and labels
subjectactivity <- cbind(subject, activity)
finaldata <- cbind(subdata, subjectactivity)
#Clarifying time and frequency variables
names(finaldata)<-gsub("^t", "time", names(finaldata))
names(finaldata)<-gsub("^f", "frequency", names(finaldata))
#Creates new data set with subject and activity means
suppressWarnings(cleandata <- aggregate(finaldata, by = list(finaldata$subject, finaldata$activity), FUN = mean))
colnames(cleandata)[1] <- "Subject"
names(cleandata)[2] <- "Activity"
#removes avg and stdev for non-aggregated sub and act columns
cleandata <- cleandata[1:68]head(cleandata)## Subject Activity timeBodyAcc-mean()-X timeBodyAcc-mean()-Y
## 1 1 WALKING 0.2773308 -0.01738382
## 2 2 WALKING 0.2764266 -0.01859492
## 3 3 WALKING 0.2755675 -0.01717678
## 4 4 WALKING 0.2785820 -0.01483995
## 5 5 WALKING 0.2778423 -0.01728503
## 6 6 WALKING 0.2836589 -0.01689542
## timeBodyAcc-mean()-Z timeBodyAcc-std()-X timeBodyAcc-std()-Y
## 1 -0.1111481 -0.2837403 0.11446134
## 2 -0.1055004 -0.4236428 -0.07809125
## 3 -0.1126749 -0.3603567 -0.06991407
## 4 -0.1114031 -0.4408300 -0.07882674
## 5 -0.1077418 -0.2940985 0.07674840
## 6 -0.1103032 -0.2965387 0.16421388
## timeBodyAcc-std()-Z timeGravityAcc-mean()-X timeGravityAcc-mean()-Y
## 1 -0.2600279 0.9352232 -0.28216502
## 2 -0.4252575 0.9130173 -0.34660709
## 3 -0.3874120 0.9365067 -0.26198636
## 4 -0.5862528 0.9639997 -0.08585403
## 5 -0.4570214 0.9726250 -0.10044029
## 6 -0.5043242 0.9580675 -0.21469485
## timeGravityAcc-mean()-Z timeGravityAcc-std()-X timeGravityAcc-std()-Y
## 1 -0.068102864 -0.9766096 -0.9713060
## 2 0.084727087 -0.9726932 -0.9721169
## 3 -0.138107866 -0.9777716 -0.9623556
## 4 0.127764113 -0.9838265 -0.9679632
## 5 0.002476236 -0.9793484 -0.9615855
## 6 0.033188883 -0.9777799 -0.9642486
## timeGravityAcc-std()-Z timeBodyAccJerk-mean()-X timeBodyAccJerk-mean()-Y
## 1 -0.9477172 0.07404163 0.028272110
## 2 -0.9720728 0.06180807 0.018249268
## 3 -0.9520918 0.08147459 0.010059149
## 4 -0.9629681 0.07835291 0.002956024
## 5 -0.9645808 0.08458888 -0.016319410
## 6 -0.9572050 0.06995859 -0.016483172
## timeBodyAccJerk-mean()-Z timeBodyAccJerk-std()-X timeBodyAccJerk-std()-Y
## 1 -4.168406e-03 -0.1136156 0.067002501
## 2 7.895337e-03 -0.2775305 -0.016602236
## 3 -5.622646e-03 -0.2686796 -0.044961959
## 4 -7.676793e-04 -0.2970426 -0.221165132
## 5 8.321594e-05 -0.3028910 -0.091039743
## 6 -7.389312e-03 -0.1327848 0.008088974
## timeBodyAccJerk-std()-Z timeBodyGyro-mean()-X timeBodyGyro-mean()-Y
## 1 -0.5026998 -0.04183096 -0.06953005
## 2 -0.5860904 -0.05302582 -0.04823823
## 3 -0.5294861 -0.02564052 -0.07791509
## 4 -0.7513914 -0.03179826 -0.07269053
## 5 -0.6128953 -0.04889199 -0.06901352
## 6 -0.5757775 -0.02550962 -0.07444625
## timeBodyGyro-mean()-Z timeBodyGyro-std()-X timeBodyGyro-std()-Y
## 1 0.08494482 -0.4735355 -0.05460777
## 2 0.08283366 -0.5615503 -0.53845367
## 3 0.08134859 -0.5718696 -0.56379326
## 4 0.08056772 -0.5009167 -0.66539409
## 5 0.08154355 -0.4908775 -0.50462203
## 6 0.08388088 -0.4460210 -0.33170227
## timeBodyGyro-std()-Z timeBodyGyroJerk-mean()-X timeBodyGyroJerk-mean()-Y
## 1 -0.3442666 -0.08999754 -0.03984287
## 2 -0.4810855 -0.08188334 -0.05382994
## 3 -0.4766964 -0.09523982 -0.03878747
## 4 -0.6626082 -0.11532156 -0.03934745
## 5 -0.3187006 -0.08884084 -0.04495595
## 6 -0.3831393 -0.08788911 -0.03623090
## timeBodyGyroJerk-mean()-Z timeBodyGyroJerk-std()-X
## 1 -0.04613093 -0.2074219
## 2 -0.05149392 -0.3895498
## 3 -0.05036161 -0.3859230
## 4 -0.05511669 -0.4923411
## 5 -0.04826796 -0.3576814
## 6 -0.05395973 -0.1826009
## timeBodyGyroJerk-std()-Y timeBodyGyroJerk-std()-Z timeBodyAccMag-mean()
## 1 -0.3044685 -0.4042555 -0.1369712
## 2 -0.6341404 -0.4354927 -0.2904076
## 3 -0.6390880 -0.5366641 -0.2546903
## 4 -0.8074199 -0.6404541 -0.3120506
## 5 -0.5714381 -0.1576825 -0.1583387
## 6 -0.4163902 -0.1666844 -0.1668407
## timeBodyAccMag-std() timeGravityAccMag-mean() timeGravityAccMag-std()
## 1 -0.2196886 -0.1369712 -0.2196886
## 2 -0.4225442 -0.2904076 -0.4225442
## 3 -0.3284289 -0.2546903 -0.3284289
## 4 -0.5276791 -0.3120506 -0.5276791
## 5 -0.3771787 -0.1583387 -0.3771787
## 6 -0.2667342 -0.1668407 -0.2667342
## timeBodyAccJerkMag-mean() timeBodyAccJerkMag-std()
## 1 -0.1414288 -0.07447175
## 2 -0.2814242 -0.16415099
## 3 -0.2800093 -0.13991636
## 4 -0.3667009 -0.31691896
## 5 -0.2883330 -0.28224228
## 6 -0.1951170 -0.07060296
## timeBodyGyroMag-mean() timeBodyGyroMag-std() timeBodyGyroJerkMag-mean()
## 1 -0.1609796 -0.1869784 -0.2987037
## 2 -0.4465491 -0.5530199 -0.5479120
## 3 -0.4664118 -0.5615107 -0.5661352
## 4 -0.4977922 -0.5531161 -0.6813040
## 5 -0.3559331 -0.4921768 -0.4445325
## 6 -0.2812078 -0.3656029 -0.3212905
## timeBodyGyroJerkMag-std() frequencyBodyAcc-mean()-X
## 1 -0.3253249 -0.2027943
## 2 -0.5577982 -0.3460482
## 3 -0.5673716 -0.3166140
## 4 -0.7301464 -0.4267194
## 5 -0.4891997 -0.2877826
## 6 -0.3647083 -0.1879343
## frequencyBodyAcc-mean()-Y frequencyBodyAcc-mean()-Z
## 1 0.089712726 -0.3315601
## 2 -0.021904810 -0.4538064
## 3 -0.081302435 -0.4123741
## 4 -0.149399633 -0.6310055
## 5 0.009460378 -0.4902511
## 6 0.140781622 -0.4985202
## frequencyBodyAcc-std()-X frequencyBodyAcc-std()-Y
## 1 -0.3191347 0.05604001
## 2 -0.4576514 -0.16921969
## 3 -0.3792768 -0.12403083
## 4 -0.4472349 -0.10179945
## 5 -0.2975174 0.04260268
## 6 -0.3452277 0.10169964
## frequencyBodyAcc-std()-Z frequencyBodyAccJerk-mean()-X
## 1 -0.2796868 -0.1705470
## 2 -0.4552221 -0.3046153
## 3 -0.4229985 -0.3046944
## 4 -0.5941983 -0.3588834
## 5 -0.4830600 -0.3449548
## 6 -0.5504746 -0.1509429
## frequencyBodyAccJerk-mean()-Y frequencyBodyAccJerk-mean()-Z
## 1 -0.03522552 -0.4689992
## 2 -0.07876408 -0.5549567
## 3 -0.14050859 -0.5141373
## 4 -0.27955339 -0.7289916
## 5 -0.18105555 -0.5904966
## 6 -0.07537423 -0.5414386
## frequencyBodyAccJerk-std()-X frequencyBodyAccJerk-std()-Y
## 1 -0.1335866 0.106739857
## 2 -0.3143131 -0.015332952
## 3 -0.2965966 -0.005614988
## 4 -0.2973261 -0.209900006
## 5 -0.3213903 -0.054521360
## 6 -0.1926947 0.031445068
## frequencyBodyAccJerk-std()-Z frequencyBodyGyro-mean()-X
## 1 -0.5347134 -0.3390322
## 2 -0.6158982 -0.4297135
## 3 -0.5435291 -0.4378458
## 4 -0.7723591 -0.3733845
## 5 -0.6334300 -0.3726687
## 6 -0.6086244 -0.2396507
## frequencyBodyGyro-mean()-Y frequencyBodyGyro-mean()-Z
## 1 -0.1030594 -0.2559409
## 2 -0.5547721 -0.3966599
## 3 -0.5615263 -0.4181262
## 4 -0.6884601 -0.6013811
## 5 -0.5139517 -0.2131270
## 6 -0.3413784 -0.2035755
## frequencyBodyGyro-std()-X frequencyBodyGyro-std()-Y
## 1 -0.5166919 -0.03350816
## 2 -0.6040530 -0.53304695
## 3 -0.6151214 -0.56888867
## 4 -0.5426468 -0.65465777
## 5 -0.5293928 -0.50268338
## 6 -0.5153239 -0.33200871
## frequencyBodyGyro-std()-Z frequencyBodyAccMag-mean()
## 1 -0.4365622 -0.1286235
## 2 -0.5598566 -0.3242894
## 3 -0.5458964 -0.2900315
## 4 -0.7164585 -0.4508046
## 5 -0.4203671 -0.3049925
## 6 -0.5122092 -0.2013866
## frequencyBodyAccMag-std() frequencyBodyBodyAccJerkMag-mean()
## 1 -0.3980326 -0.05711940
## 2 -0.5771052 -0.16906435
## 3 -0.4563731 -0.18676452
## 4 -0.6511726 -0.31858781
## 5 -0.5196369 -0.26948166
## 6 -0.4216831 -0.05540142
## frequencyBodyBodyAccJerkMag-std() frequencyBodyBodyGyroMag-mean()
## 1 -0.10349240 -0.1992526
## 2 -0.16409197 -0.5307048
## 3 -0.08985199 -0.5697558
## 4 -0.32045870 -0.6092856
## 5 -0.30568538 -0.4842628
## 6 -0.09649997 -0.3296811
## frequencyBodyBodyGyroMag-std() frequencyBodyBodyGyroJerkMag-mean()
## 1 -0.3210180 -0.3193086
## 2 -0.6517928 -0.5832493
## 3 -0.6326433 -0.6077516
## 4 -0.5939372 -0.7243274
## 5 -0.5897415 -0.5480536
## 6 -0.5106483 -0.3665005
## frequencyBodyBodyGyroJerkMag-std()
## 1 -0.3816019
## 2 -0.5581046
## 3 -0.5490870
## 4 -0.7577681
## 5 -0.4556653
## 6 -0.4080789#Writes tidy data to text file
write.table(cleandata, file = "cleandata.txt", row.name = FALSE)See more at my website.