Perform Principal component analysis and perform clustering using first 3 principal component scores (both heirarchial and k mean clustering(scree plot or elbow curve) and obtain optimum number of clusters and check whether we have obtained same number of clusters with the original data (class column we have ignored at the begining who shows it has 3 clusters)df
library(data.table)
wine <- fread("C:/Users/Pawan Srivastav/Desktop/Data Science/Assignment/PCA/wine.csv")
str(wine)
## Classes 'data.table' and 'data.frame': 178 obs. of 14 variables:
## $ Type : int 1 1 1 1 1 1 1 1 1 1 ...
## $ Alcohol : num 14.2 13.2 13.2 14.4 13.2 ...
## $ Malic : num 1.71 1.78 2.36 1.95 2.59 1.76 1.87 2.15 1.64 1.35 ...
## $ Ash : num 2.43 2.14 2.67 2.5 2.87 2.45 2.45 2.61 2.17 2.27 ...
## $ Alcalinity : num 15.6 11.2 18.6 16.8 21 15.2 14.6 17.6 14 16 ...
## $ Magnesium : int 127 100 101 113 118 112 96 121 97 98 ...
## $ Phenols : num 2.8 2.65 2.8 3.85 2.8 3.27 2.5 2.6 2.8 2.98 ...
## $ Flavanoids : num 3.06 2.76 3.24 3.49 2.69 3.39 2.52 2.51 2.98 3.15 ...
## $ Nonflavanoids : num 0.28 0.26 0.3 0.24 0.39 0.34 0.3 0.31 0.29 0.22 ...
## $ Proanthocyanins: num 2.29 1.28 2.81 2.18 1.82 1.97 1.98 1.25 1.98 1.85 ...
## $ Color : num 5.64 4.38 5.68 7.8 4.32 6.75 5.25 5.05 5.2 7.22 ...
## $ Hue : num 1.04 1.05 1.03 0.86 1.04 1.05 1.02 1.06 1.08 1.01 ...
## $ Dilution : num 3.92 3.4 3.17 3.45 2.93 2.85 3.58 3.58 2.85 3.55 ...
## $ Proline : int 1065 1050 1185 1480 735 1450 1290 1295 1045 1045 ...
## - attr(*, ".internal.selfref")=<externalptr>
colnames(wine)
## [1] "Type" "Alcohol" "Malic"
## [4] "Ash" "Alcalinity" "Magnesium"
## [7] "Phenols" "Flavanoids" "Nonflavanoids"
## [10] "Proanthocyanins" "Color" "Hue"
## [13] "Dilution" "Proline"
# Removing first column
wine_data <- wine[,-1]
summary(wine_data)
## Alcohol Malic Ash Alcalinity
## Min. :11.03 Min. :0.740 Min. :1.360 Min. :10.60
## 1st Qu.:12.36 1st Qu.:1.603 1st Qu.:2.210 1st Qu.:17.20
## Median :13.05 Median :1.865 Median :2.360 Median :19.50
## Mean :13.00 Mean :2.336 Mean :2.367 Mean :19.49
## 3rd Qu.:13.68 3rd Qu.:3.083 3rd Qu.:2.558 3rd Qu.:21.50
## Max. :14.83 Max. :5.800 Max. :3.230 Max. :30.00
## Magnesium Phenols Flavanoids Nonflavanoids
## Min. : 70.00 Min. :0.980 Min. :0.340 Min. :0.1300
## 1st Qu.: 88.00 1st Qu.:1.742 1st Qu.:1.205 1st Qu.:0.2700
## Median : 98.00 Median :2.355 Median :2.135 Median :0.3400
## Mean : 99.74 Mean :2.295 Mean :2.029 Mean :0.3619
## 3rd Qu.:107.00 3rd Qu.:2.800 3rd Qu.:2.875 3rd Qu.:0.4375
## Max. :162.00 Max. :3.880 Max. :5.080 Max. :0.6600
## Proanthocyanins Color Hue Dilution
## Min. :0.410 Min. : 1.280 Min. :0.4800 Min. :1.270
## 1st Qu.:1.250 1st Qu.: 3.220 1st Qu.:0.7825 1st Qu.:1.938
## Median :1.555 Median : 4.690 Median :0.9650 Median :2.780
## Mean :1.591 Mean : 5.058 Mean :0.9574 Mean :2.612
## 3rd Qu.:1.950 3rd Qu.: 6.200 3rd Qu.:1.1200 3rd Qu.:3.170
## Max. :3.580 Max. :13.000 Max. :1.7100 Max. :4.000
## Proline
## Min. : 278.0
## 1st Qu.: 500.5
## Median : 673.5
## Mean : 746.9
## 3rd Qu.: 985.0
## Max. :1680.0
#Normalizing the data
norm_wine <- scale(wine_data)
Hirerachical CLustering
# Calculating distance
dist_wine <- dist(norm_wine,method = "euclidean")
dist_wine
## 1 2 3 4 5 6 7
## 2 3.487697
## 3 3.018094 4.131258
## 4 2.834509 4.348349 3.237354
## 5 3.556821 4.614454 2.972721 4.483310
## 6 2.518186 3.382216 2.859721 1.899712 3.878217
## 7 2.546050 2.657882 2.832208 3.152399 3.972883 2.340692
## 8 2.401011 3.315056 3.461314 3.342064 2.966658 2.609051 2.477129
## 9 2.956010 2.684880 3.551474 3.459531 4.425993 2.428987 1.896079
## 10 2.541728 2.494175 2.930402 2.715530 4.034604 2.388038 2.012617
## 11 2.764608 3.694327 2.517200 2.687555 4.230433 2.070223 2.422438
## 12 3.400276 2.674337 3.358907 4.002253 4.006724 2.798271 1.827394
## 13 3.361846 2.590363 2.655878 3.475888 3.860736 2.318657 1.589021
## 14 3.874197 4.150234 3.632531 4.066200 5.114196 2.974199 3.071434
## 15 3.438246 4.305821 3.301645 2.888850 5.411176 2.329237 3.093979
## 16 3.062549 3.539170 3.007696 3.234386 3.104961 2.128579 2.813063
## 17 2.712571 4.412581 2.652555 2.897947 2.608146 2.109897 3.004529
## 18 3.042911 4.088126 2.792852 3.239892 2.424546 2.174897 3.211527
## 19 3.549895 4.284466 3.503245 2.437798 4.721005 1.576534 3.255736
## 20 2.492893 2.906006 3.111304 3.542602 2.972013 3.184494 2.855202
## 21 1.284270 3.255227 3.395105 3.266716 3.545200 2.937179 3.049780
## 22 3.630448 3.790396 2.708121 4.619024 2.500958 4.209172 3.375822
## 23 2.423323 2.246865 2.962724 3.673854 3.435575 3.037392 1.821545
## 24 3.480236 2.582531 3.029523 4.357557 3.137632 3.652734 2.604394
## 25 3.280442 3.409599 2.904768 4.342024 2.633898 3.812167 2.714361
## 26 4.895032 6.356356 4.163765 5.773591 2.130093 5.294352 5.411641
## 27 3.346495 2.603405 2.737535 3.387539 3.144438 2.580486 2.045158
## 28 3.932628 2.261274 3.689895 4.364185 4.165095 3.318829 2.579584
## 29 2.931780 3.931930 2.688994 3.806556 1.912962 3.055766 2.912255
## 30 2.595444 2.239103 2.980586 3.528853 3.891491 2.874006 1.447228
## 31 3.599919 4.755591 2.035959 3.390408 3.044595 2.892257 3.328576
## 32 3.018410 3.513787 2.524971 2.566938 3.867497 1.928356 2.593078
## 33 2.996667 2.969021 2.800901 4.256888 2.891386 2.876365 2.427052
## 34 3.409337 4.634126 4.039153 4.213066 2.822141 3.148324 4.013171
## 35 3.010377 3.275080 2.750931 3.958916 2.177010 2.954130 2.602539
## 36 2.807766 3.194311 2.351005 3.535023 2.690663 3.096157 2.521526
## 37 3.363952 3.197352 3.247065 4.288916 2.234338 3.210644 3.071032
## 38 3.782951 2.914300 2.976633 4.330596 2.865652 3.187244 2.803064
## 39 3.861823 1.852131 3.852804 4.761539 4.091087 3.519278 2.986373
## 40 2.673379 3.944420 3.910632 3.798731 3.836845 3.738029 3.693128
## 41 1.874589 3.228544 2.636091 3.010354 3.142658 2.589842 2.945762
## 42 4.287674 3.174198 3.670860 4.593297 3.985383 3.994756 3.217911
## 43 2.697016 2.855339 2.916876 2.446711 3.736093 2.508529 2.325578
## 44 3.872253 3.344154 3.529544 4.600572 3.106363 4.070515 3.555502
## 45 2.745802 2.517752 2.922608 3.499670 3.574416 3.072722 2.917995
## 46 3.370678 3.707075 3.688826 3.605260 3.155255 3.311517 3.088731
## 47 2.714477 3.280726 2.874172 2.907043 3.829753 2.646082 2.395610
## 48 2.571563 2.671964 2.955477 2.769394 4.176416 2.565835 2.417715
## 49 2.608052 3.582851 1.926862 3.019556 2.998631 2.174846 2.225030
## 50 2.613567 3.502457 2.765153 2.505103 3.987095 1.720962 2.601254
## 51 3.967903 3.415987 3.365090 4.204855 5.500396 3.647011 3.448444
## 52 2.918416 3.411710 2.041882 3.448487 3.681505 2.720524 1.848412
## 53 2.689632 3.261209 3.240636 1.877539 4.063815 1.599000 2.996176
## 54 2.707359 3.578826 2.713877 2.831871 2.807515 1.600494 2.544346
## 55 2.092234 2.443762 3.247515 3.108856 3.513310 2.503470 2.456601
## 56 2.411369 4.036270 2.020370 2.749545 2.985929 2.666539 3.029942
## 57 1.559658 3.073747 2.990281 2.309521 3.456046 2.043714 2.475463
## 58 3.098069 3.080508 2.220024 2.911646 2.821096 1.927928 2.421298
## 59 2.786178 3.506545 2.588466 1.733772 3.826145 1.762214 2.815542
## 60 7.969844 5.249055 8.302164 8.906153 8.042227 7.811864 7.109260
## 61 6.844961 5.198691 6.683524 7.822846 5.416413 6.356883 6.119581
## 62 6.430847 4.803027 6.366695 7.285137 5.311782 6.044725 5.810096
## 63 5.273846 3.551267 5.590002 6.314935 4.963630 5.172992 4.442667
## 64 4.994745 4.015701 4.288556 5.420171 4.501611 4.981396 4.806878
## 65 6.009589 5.029859 5.603227 7.407326 4.094652 6.136960 5.697396
## 66 4.347467 3.872973 3.113712 5.287657 2.921302 4.187255 3.982224
## 67 5.072349 3.689173 4.863532 5.678702 5.858180 5.111424 4.508726
## 68 5.748522 3.905803 5.453673 6.656533 5.339592 5.950827 4.895655
## 69 5.657373 4.482118 5.927131 6.487420 4.404437 5.201733 5.104424
## 70 5.251905 5.606030 6.266111 7.227531 6.169017 6.546549 6.374470
## 71 6.012505 5.003146 5.395891 7.126301 4.788379 6.007085 5.314255
## 72 5.148136 5.497456 4.318107 5.786708 3.739544 5.432174 4.855567
## 73 5.554544 4.759398 5.159596 6.427580 4.262951 5.758050 4.785391
## 74 5.110637 6.801292 5.083470 5.779065 4.103846 5.792102 6.257913
## 75 4.625745 3.957925 3.991012 4.925275 4.027835 4.733073 4.549776
## 76 6.298029 4.328807 5.999067 7.581555 5.469950 6.393187 5.761599
## 77 5.681571 3.806156 5.726092 6.801443 5.801548 5.818332 4.973600
## 78 5.811463 4.531737 5.635853 7.162476 4.275073 6.127550 5.550654
## 79 4.584607 4.750153 5.026947 6.368321 5.108239 5.350761 5.331349
## 80 4.967051 5.023385 4.028681 5.942367 2.910044 5.328580 4.958024
## 81 5.885190 4.349607 5.518718 7.111693 5.152727 6.226333 5.472595
## 82 4.320810 3.063976 3.543844 5.324309 3.841848 4.494850 3.471104
## 83 6.403457 5.457289 5.186725 7.287560 4.468354 6.354634 5.521865
## 84 6.634882 6.022174 5.543567 7.328794 4.660293 6.396252 5.764310
## 85 4.907727 4.406025 3.829080 5.929591 3.989759 5.470825 4.632662
## 86 4.540032 3.399565 4.531087 6.064527 3.869652 5.113983 4.216485
## 87 6.158159 5.259925 5.186265 7.324074 4.305772 6.210773 5.553121
## 88 6.537205 5.993892 5.409376 7.577637 4.338411 6.787060 6.041023
## 89 6.109639 4.933385 4.870395 6.947389 4.079400 6.022187 5.254899
## 90 6.457368 5.232053 5.319368 7.196118 4.883200 6.456421 5.422388
## 91 6.346106 4.960429 5.316686 7.464723 4.724122 6.289159 5.383154
## 92 6.298657 5.442253 5.276574 7.464877 4.445594 6.475174 5.561089
## 93 6.601093 5.533299 5.657918 7.617386 5.001218 6.465063 5.591147
## 94 5.088683 3.993251 4.369325 6.321029 4.181473 5.685501 4.698423
## 95 5.289121 3.905447 4.807751 6.171466 4.218489 5.613947 5.200178
## 96 4.678199 6.330616 5.257228 6.351233 5.126059 5.761008 6.291894
## 97 5.824989 5.946363 5.563383 7.172551 4.168948 6.550950 6.215898
## 98 5.232844 3.398925 4.735393 6.285768 4.850421 5.341832 4.634318
## 99 4.691587 3.686623 3.854683 4.794795 4.462859 4.367704 4.453439
## 100 5.505700 5.060180 4.272439 6.554017 4.538806 5.680028 5.284752
## 101 5.304440 3.418626 5.214306 6.445368 5.257613 5.504327 4.884891
## 102 5.779714 4.067988 5.558731 7.073623 5.300580 6.097001 4.927184
## 103 4.895900 4.215685 4.340734 5.826788 3.114847 5.371423 4.629638
## 104 6.221128 4.495738 5.582070 7.063640 5.139002 6.237727 5.600355
## 105 5.046249 3.658860 4.617837 6.075255 4.547069 5.389266 4.273108
## 106 6.422710 5.735462 5.824022 7.632304 4.692365 6.766751 5.892571
## 107 5.528991 4.038202 4.770689 6.684154 4.663981 5.809146 4.614186
## 108 6.097263 5.272025 5.155416 7.131845 4.464544 6.180369 5.235877
## 109 5.339396 4.327105 4.875709 6.507460 4.706348 5.816837 5.048388
## 110 4.781677 4.687833 3.116290 5.535680 3.395112 5.130108 4.668791
## 111 6.082559 6.131506 5.071162 6.660222 5.908864 6.577113 6.482427
## 112 5.573829 4.265462 4.981785 6.383440 4.168003 5.799647 5.041999
## 113 6.354508 5.776005 5.414138 7.432959 3.706429 6.281618 5.932239
## 114 6.183774 5.067712 5.041981 6.980141 4.160475 6.068955 5.673258
## 115 5.899674 4.895427 5.047601 6.634767 3.889373 5.995598 5.311325
## 116 7.129941 6.205429 6.059654 8.277314 5.675552 7.225574 6.800295
## 117 5.864618 4.436733 5.293063 6.991438 5.016240 6.315516 5.260457
## 118 5.044986 4.627763 4.802450 6.548075 3.661935 5.763597 5.116582
## 119 6.949327 4.966241 6.532092 7.753362 5.866339 6.819452 5.856475
## 120 5.811221 4.447329 4.982263 6.905196 4.803290 6.143425 5.115477
## 121 4.907012 4.194075 3.757969 5.513755 3.500415 5.181614 4.769109
## 122 6.779824 7.933087 5.727463 7.078718 4.520943 7.098988 7.548366
## 123 6.238731 6.459436 5.126416 7.151868 3.463489 6.718738 6.153065
## 124 6.181826 5.697097 5.258243 6.677100 5.006459 6.472040 5.744580
## 125 5.993978 5.841956 4.418523 6.477274 4.978646 6.533006 5.806195
## 126 5.534245 4.284368 4.788827 6.312999 4.180803 5.760082 5.032048
## 127 5.339568 4.665928 4.355151 5.840710 3.937442 5.401345 4.958392
## 128 7.040658 7.051706 5.521518 7.722373 4.139997 7.037349 6.724056
## 129 5.766175 5.313662 4.690586 6.692694 3.948411 6.065351 5.383943
## 130 6.559271 5.408778 5.236433 7.105912 4.472315 6.445422 5.648989
## 131 5.893634 5.062162 6.014006 6.909767 4.908637 5.969043 5.711626
## 132 6.417584 5.427670 5.973702 7.185794 4.853008 6.346622 5.800938
## 133 7.035646 6.256267 6.362612 7.646786 5.272680 6.905055 6.354926
## 134 6.530004 5.605338 5.962559 7.089790 4.861611 6.384870 6.018199
## 135 6.830376 5.451808 6.097687 7.367219 5.446892 6.257923 5.782813
## 136 6.968270 5.780831 6.412960 7.549127 5.537176 6.456898 6.073154
## 137 7.942488 6.803148 6.871552 8.470020 5.686882 7.503050 6.941177
## 138 7.999679 7.588029 6.907169 8.521088 5.379733 7.749019 7.371601
## 139 6.891150 5.770085 6.418319 7.551877 5.402312 6.531198 5.829059
## 140 6.375516 5.920796 5.694051 6.949213 3.838829 6.158308 5.804819
## 141 6.530211 5.792644 5.938842 7.346572 4.349497 6.445433 5.674253
## 142 6.183537 4.986138 5.853707 6.836625 4.987242 6.044511 5.000519
## 143 6.857047 6.334920 6.338216 7.641440 4.496855 6.758796 6.062403
## 144 6.405530 5.536893 5.832000 7.054498 4.633053 6.192863 5.490096
## 145 6.211373 5.353839 5.842820 6.830009 5.288766 6.152378 5.757039
## 146 6.404673 5.621442 5.886000 7.073907 5.066625 6.230506 5.618180
## 147 8.282614 7.101309 7.714694 8.840505 6.799334 8.048572 7.135642
## 148 7.370969 6.499088 6.456864 7.590380 5.501708 6.977378 6.398136
## 149 6.554270 5.975653 5.776277 6.723862 4.996530 6.095459 5.702310
## 150 6.695885 6.403685 6.247712 7.148686 5.260005 6.531211 6.396467
## 151 6.510943 6.826239 6.185526 7.044835 4.931378 6.592419 6.526954
## 152 6.759858 6.605292 6.274068 7.099917 5.470881 6.698492 6.569219
## 153 6.308312 6.710552 5.618285 6.674161 4.203289 6.310549 6.336516
## 154 6.761833 6.447875 6.060839 7.034953 5.683502 6.271431 6.110220
## 155 6.713704 5.952763 6.302987 7.392178 5.632118 6.480568 6.145091
## 156 7.485376 7.056937 6.511386 7.731109 5.773064 7.012798 6.689057
## 157 6.723975 6.269491 6.007057 7.003316 5.381839 6.371231 5.857161
## 158 7.493756 7.304254 6.355647 7.674376 5.140615 6.991325 6.834292
## 159 6.650808 7.755727 5.753396 6.275517 5.655716 6.232028 6.444847
## 160 6.535748 6.879438 5.405430 6.291146 5.239389 5.977503 5.980012
## 161 7.152159 6.173351 6.145617 7.269226 5.194292 6.629717 6.353420
## 162 5.930411 5.415301 5.697061 6.707766 4.093072 5.659109 5.241792
## 163 6.476849 6.057234 5.935565 7.356756 4.222637 6.394540 5.940115
## 164 6.197192 5.232353 5.861424 7.020372 4.736707 6.093754 5.493007
## 165 6.773359 6.165720 6.256542 7.156561 5.537953 6.422928 5.839105
## 166 7.227215 6.567549 6.562734 7.856843 5.589134 7.011024 6.271534
## 167 6.302920 6.537436 5.641900 6.672142 4.615899 6.003476 5.964311
## 168 6.889722 5.848367 6.170633 7.183810 5.638158 6.431232 5.909236
## 169 6.031911 6.328487 5.254875 6.466034 4.237249 5.858774 5.521493
## 170 6.602966 6.901924 5.901386 6.813104 4.481028 6.545961 6.349229
## 171 7.014861 5.662677 6.470797 7.820156 5.394306 6.934317 6.209124
## 172 7.587643 6.416088 7.047220 7.969124 6.237666 7.188330 6.649565
## 173 6.342890 5.954749 5.862763 6.578666 5.206242 5.890848 5.368219
## 174 7.206089 6.693368 6.527471 7.480425 5.584637 6.793952 6.325012
## 175 6.278801 6.091210 5.449531 6.628883 4.427391 5.937876 5.620310
## 176 6.472683 6.378906 6.236086 6.869477 5.477316 6.232877 6.207172
## 177 6.061682 6.077782 5.835333 6.607997 4.935665 5.800997 5.810944
## 178 7.164212 7.346994 6.336012 7.254732 5.120764 6.742623 6.516286
## 8 9 10 11 12 13 14
## 2
## 3
## 4
## 5
## 6
## 7
## 8
## 9 3.367688
## 10 2.981504 2.072715
## 11 3.085697 2.639931 2.466598
## 12 2.668874 2.078845 2.384820 2.517036
## 13 2.872056 2.084215 2.024384 2.178959 1.205954
## 14 4.702852 2.499120 3.577682 3.329193 3.737365 3.132136
## 15 4.448029 3.044516 3.275232 2.447622 3.879977 3.196272 2.211630
## 16 2.048393 3.331768 2.787476 2.661222 2.546202 2.300495 4.096208
## 17 2.210464 3.358998 3.222753 2.650320 3.009644 2.944199 4.097836
## 18 2.487374 3.300110 3.008775 2.933814 2.963110 2.769062 3.985955
## 19 3.394894 3.387723 3.047028 2.295005 3.355126 2.843521 3.595365
## 20 2.463345 3.200547 2.671274 3.380893 3.238599 3.159395 4.551316
## 21 2.859168 2.846138 2.350804 3.080835 3.488944 3.520801 4.092326
## 22 3.289517 4.111735 3.515928 3.878050 3.617763 3.372496 5.042081
## 23 2.310012 2.549022 1.964467 2.726411 2.226879 2.173658 3.939340
## 24 2.699554 3.453638 2.595541 3.451288 2.380308 2.252693 4.722955
## 25 2.720906 3.461250 2.799116 3.463200 2.723851 2.681970 4.640848
## 26 4.179829 6.125823 5.655994 5.500998 5.422315 5.321176 6.481772
## 27 2.472459 2.892973 2.328233 3.205448 2.350701 1.761979 3.879598
## 28 3.076108 2.764890 2.732129 3.169297 1.568575 1.861066 4.486992
## 29 2.377970 3.444429 3.100745 3.219615 3.067410 2.834612 4.024690
## 30 2.852716 1.756444 1.582212 2.556539 1.852601 1.835261 3.483729
## 31 3.392745 3.701614 3.247813 2.429820 3.119487 2.722497 4.093320
## 32 2.728743 2.953218 2.192607 1.508980 2.269472 1.964969 4.038738
## 33 2.793773 2.454397 2.878559 2.875303 2.080733 2.082419 3.271479
## 34 2.369282 4.397710 4.235776 3.984325 3.888183 3.925563 4.992211
## 35 1.832557 3.213442 2.929578 3.046251 2.078891 2.277153 4.463796
## 36 2.654214 2.909709 1.959808 2.709387 2.415570 2.280458 4.277274
## 37 2.451172 3.538380 3.275067 3.957679 2.954007 2.829204 4.382182
## 38 2.725200 3.183686 2.930699 3.264646 1.886174 1.863719 4.384852
## 39 3.382302 2.705785 2.785453 3.409820 1.959002 2.199607 4.258318
## 40 3.446686 3.792411 3.713981 4.101758 4.506218 4.386634 4.743801
## 41 3.178102 2.782886 2.183704 3.103595 3.514413 3.187783 3.592854
## 42 3.633318 3.350397 3.241839 3.633841 2.924659 2.873278 4.904380
## 43 2.791793 2.784812 1.805083 2.944984 3.066324 2.595065 3.945918
## 44 3.586633 3.614090 3.454508 4.203940 3.668728 3.531794 4.928325
## 45 3.331229 2.797209 1.976794 3.141387 3.086922 2.843160 4.183096
## 46 2.322838 3.513311 3.311994 3.588034 3.361695 3.367974 5.005151
## 47 3.187944 2.334877 2.501610 2.410299 3.175885 2.774533 3.278601
## 48 3.435579 1.967426 1.160839 2.534395 2.815716 2.507718 3.511731
## 49 2.936160 2.153154 2.173179 2.045355 2.279687 1.991776 3.065954
## 50 3.033199 2.560894 1.844200 2.016538 2.733592 2.347414 3.373709
## 51 4.987734 3.155038 2.843639 3.109921 3.625674 3.078069 3.469619
## 52 2.959046 2.720873 2.261614 1.904793 2.033330 1.581154 3.336684
## 53 3.214509 2.876919 2.250479 2.888987 3.668289 3.024713 3.332910
## 54 1.787058 3.179201 2.896931 2.642032 2.714790 2.377492 3.766872
## 55 2.188312 2.509594 1.852899 2.805262 2.413488 2.628254 4.356581
## 56 2.928556 3.308993 2.486833 2.330695 3.113967 2.941197 4.371638
## 57 2.581939 2.239100 1.737844 2.628895 3.001971 2.887255 3.674108
## 58 2.349772 3.016936 2.380594 2.581627 2.457765 1.769373 3.696796
## 59 3.097436 2.898340 1.992021 2.408063 3.133924 2.615678 3.821632
## 60 7.543553 6.447120 6.872028 7.917874 6.187151 6.617261 7.985334
## 61 5.740379 5.972497 6.297003 6.957232 5.193170 5.445670 6.841667
## 62 5.664080 5.361140 5.566526 6.651559 4.897375 5.193458 6.641317
## 63 4.535971 3.847671 4.198749 5.111469 3.207228 3.869877 5.688030
## 64 5.243854 4.300162 3.584492 4.636114 4.330781 4.023080 5.254968
## 65 5.198725 5.668571 5.660795 6.212936 4.766362 5.008160 6.510758
## 66 4.192667 4.005216 3.730645 4.253817 3.411996 3.164708 4.515043
## 67 5.834489 3.643982 3.484883 4.740649 4.315161 4.078265 4.560123
## 68 5.318976 4.840133 4.230274 5.572239 4.116926 4.309515 6.394191
## 69 4.449900 4.906807 5.273167 6.062398 4.332089 4.692145 6.152390
## 70 5.959499 6.193989 6.043468 6.028261 5.907757 6.364047 7.389144
## 71 5.187053 5.475443 5.556688 5.941421 4.283905 4.769213 6.817031
## 72 4.908779 4.806360 4.434591 4.785311 4.388139 4.388053 5.695513
## 73 4.733920 4.732802 4.517648 5.457640 3.841239 4.333630 6.490657
## 74 4.857383 6.540689 5.780609 5.197632 5.892828 6.018000 7.481936
## 75 4.353037 4.721279 3.675569 4.380952 4.084933 3.940149 6.060799
## 76 5.847308 5.476227 5.459511 6.286038 4.761200 5.045489 6.712126
## 77 5.709921 4.210004 4.359419 5.518770 4.008960 4.392267 5.774298
## 78 4.971218 5.687069 5.585291 6.321855 4.917499 5.191492 6.982256
## 79 5.354001 5.048005 5.215905 5.350698 4.994130 5.230545 5.809448
## 80 4.663736 5.045619 4.847407 4.982005 4.765191 4.604096 5.743256
## 81 5.748575 5.173027 4.846633 5.795644 4.678448 4.783626 6.270172
## 82 4.099526 3.531677 3.097849 3.928291 2.793034 2.798122 4.814383
## 83 5.537478 5.815412 5.518908 5.951102 4.609919 4.701049 6.688767
## 84 5.904098 5.824432 6.067177 6.535009 5.326380 5.367994 6.625023
## 85 5.075189 5.032849 4.319286 5.353199 4.542875 4.369507 5.909589
## 86 4.279210 4.148782 3.907349 4.893425 3.516105 3.802331 5.484447
## 87 5.497237 5.543833 5.512011 5.861833 4.538245 4.753325 6.454917
## 88 5.633210 6.526978 5.967113 6.323938 5.279686 5.358761 7.390771
## 89 5.213223 5.684962 5.325113 5.982100 4.647125 4.591015 6.567574
## 90 5.715859 5.737976 5.362465 6.094635 4.776489 4.781386 6.756172
## 91 5.776489 5.464286 5.605741 6.287398 4.718547 4.771902 6.190906
## 92 5.660045 5.860406 5.652657 6.382471 4.897002 5.025836 6.747562
## 93 5.990665 5.587576 5.859916 6.539392 4.879498 5.060778 6.419530
## 94 5.156308 4.659793 4.365116 5.175510 4.431724 4.335617 5.660950
## 95 5.057183 5.090438 4.361069 5.406570 4.661410 4.562632 6.310137
## 96 5.644801 6.242888 6.193329 5.580341 6.205560 6.344999 6.691817
## 97 5.152827 6.624240 6.193106 6.445183 5.583062 5.957544 7.926591
## 98 5.319712 4.144708 4.057026 5.032661 3.986077 3.934929 5.172770
## 99 5.008083 3.928290 3.181681 4.219804 4.103233 3.650763 4.804863
## 100 5.926532 5.017541 5.143513 5.168636 5.154909 4.750187 4.882982
## 101 5.109054 4.555607 4.342036 4.966427 3.997040 4.222787 5.985117
## 102 5.349036 4.805904 4.832807 5.737383 3.986314 4.476796 6.403675
## 103 4.294720 4.973074 4.336194 5.441155 4.448918 4.422793 6.286381
## 104 5.882324 5.302874 5.160853 6.122964 4.883984 4.953939 6.578624
## 105 4.673637 4.407492 3.950336 4.908849 3.702868 3.855259 5.874614
## 106 5.868004 6.144408 6.055591 6.903316 5.656150 5.718855 6.991539
## 107 5.200950 4.762432 4.472867 5.512288 4.049763 4.144600 5.940660
## 108 5.500958 5.339431 5.355317 6.099718 4.544516 4.774352 6.438203
## 109 5.571028 4.808530 4.578777 5.695632 4.728424 4.740991 5.925745
## 110 4.902706 5.174248 4.343035 4.898760 4.682651 4.233659 5.597597
## 111 6.993221 6.286892 5.941156 6.048091 6.613491 6.273024 6.778970
## 112 5.080885 4.861691 4.559847 5.607322 4.439666 4.548341 6.374096
## 113 5.214559 6.448417 6.236999 6.626132 5.449155 5.394318 6.903346
## 114 5.602743 5.745110 5.294900 6.149258 4.942546 4.836643 6.532834
## 115 5.137005 5.558970 4.954497 6.098369 4.858376 4.786325 6.638847
## 116 6.918825 6.766420 6.556458 6.727052 6.116040 5.961111 6.972224
## 117 5.537965 5.383878 4.920280 5.903693 4.649168 4.817704 6.775105
## 118 4.766143 5.069977 4.783448 5.486686 4.437941 4.757009 6.420637
## 119 6.232944 5.661232 5.953813 7.053191 5.316147 5.527861 7.058011
## 120 5.525899 5.236521 5.176132 5.741756 4.765501 4.778063 6.331184
## 121 4.720477 5.158905 4.224763 5.151546 4.746739 4.367131 6.054398
## 122 6.560374 8.048087 6.966957 7.329770 7.642326 7.255165 8.264362
## 123 5.531397 6.602200 6.255113 6.502247 5.973952 5.942465 7.450091
## 124 6.045178 5.720051 5.652202 6.083450 5.817416 5.656580 6.739973
## 125 6.394012 6.088066 5.441411 5.953567 6.121140 5.661604 6.631960
## 126 5.162643 5.059413 4.493107 5.676225 4.679849 4.575186 6.277641
## 127 5.260344 4.842070 4.288286 5.559926 4.744117 4.527207 5.871426
## 128 6.289800 7.088850 6.698287 7.018178 6.241292 6.144492 7.645356
## 129 5.495270 5.392578 5.074650 5.820361 4.872912 4.902391 6.427805
## 130 5.682824 5.957773 5.766000 6.337210 5.263291 5.163045 6.984218
## 131 5.113807 5.519609 5.592754 6.334705 4.730952 5.332704 7.224189
## 132 5.401330 5.779237 5.768471 6.542050 4.891057 5.348641 7.415065
## 133 5.969872 6.404530 6.259065 7.011312 5.362044 5.830482 8.029534
## 134 5.478665 5.953462 5.863599 6.423607 5.060658 5.464003 7.625192
## 135 6.085390 5.714382 5.916948 6.877997 5.167959 5.236046 6.626930
## 136 6.034050 6.092789 6.233367 7.088953 5.459591 5.615981 7.138637
## 137 6.642726 7.218024 7.397941 7.774459 6.304997 6.439383 8.214456
## 138 6.849790 7.663478 7.723886 7.983511 6.951387 6.989803 8.467850
## 139 5.868760 5.792708 6.190470 6.918191 5.245892 5.513945 7.001703
## 140 5.061130 6.078676 5.945216 6.547529 5.219160 5.381642 7.242112
## 141 5.197918 6.143408 6.115208 6.897862 5.191052 5.436793 7.318793
## 142 4.905338 5.364715 5.305928 6.288468 4.331917 4.778705 7.046444
## 143 5.410779 6.370071 6.475680 7.072261 5.402283 5.775070 7.641988
## 144 5.341097 5.522343 5.907508 6.363257 5.044621 5.235371 6.722629
## 145 5.377239 6.018806 5.697540 6.386453 5.206198 5.458660 7.514132
## 146 5.471419 5.701523 5.991002 6.424446 5.001113 5.375247 7.156816
## 147 7.253820 7.077741 7.528058 8.213626 6.545733 6.911912 8.490968
## 148 6.250821 6.684558 6.571789 7.365380 6.016372 6.077856 7.888897
## 149 5.688674 5.770183 5.717459 6.583096 5.248181 5.365493 7.048238
## 150 5.928156 6.372936 6.225766 6.943721 5.818061 6.086548 7.778961
## 151 5.767775 6.546559 6.315083 6.901828 5.897930 6.288071 8.037152
## 152 6.163356 6.620284 6.124965 7.117912 6.019265 6.248187 8.070776
## 153 5.666694 6.357054 5.997847 6.663197 5.746229 5.972163 7.668593
## 154 6.355603 6.106744 6.206459 6.964639 5.935123 5.895076 6.849960
## 155 6.142264 6.089325 6.064008 7.019083 5.504705 5.774392 7.330863
## 156 6.663779 6.818861 7.010217 7.386140 6.402499 6.412058 7.665236
## 157 6.126112 5.821130 6.011125 6.848374 5.637336 5.696992 6.880430
## 158 6.284817 7.256337 7.000996 7.406801 6.312465 6.354687 8.164135
## 159 6.680046 6.512557 6.202750 6.817359 6.558992 6.358224 6.938535
## 160 6.323875 6.074551 5.731336 6.621140 5.927520 5.691335 6.635813
## 161 6.244057 6.417482 6.233194 7.156472 5.931744 5.861656 7.509617
## 162 4.614081 5.365733 5.653051 6.169530 4.590403 4.960287 6.623825
## 163 5.296693 6.254046 6.273662 6.852433 5.433908 5.653265 7.294576
## 164 5.137631 5.638050 5.779681 6.493956 4.872360 5.243214 7.101880
## 165 5.865417 5.843743 5.840806 6.737802 5.144528 5.490477 7.292218
## 166 6.273314 6.305238 6.613252 7.161160 5.699798 5.997998 7.525504
## 167 5.452402 6.127004 5.969633 6.385413 5.455568 5.623013 7.183079
## 168 5.959766 6.045847 5.830026 6.787607 5.293276 5.436774 7.348028
## 169 5.104122 5.847338 5.644089 6.136042 4.967075 5.235632 7.055958
## 170 5.496587 6.726086 6.352261 6.792529 5.981655 6.145233 8.028010
## 171 5.975565 6.389901 6.293368 7.259790 5.513720 5.813647 7.826556
## 172 6.668948 6.688323 6.514423 7.752645 6.034828 6.233721 8.017594
## 173 5.526300 5.421875 5.507612 6.477484 4.952206 5.179455 6.701972
## 174 6.136094 6.536025 6.762924 7.198146 6.066014 6.173787 7.601221
## 175 5.292517 5.783735 5.828432 6.231625 5.091260 5.288686 7.006503
## 176 5.745196 6.298421 6.257287 6.754915 5.832899 6.057114 7.563204
## 177 5.355683 5.953357 5.918622 6.542187 5.424514 5.649251 7.080103
## 178 6.230934 6.691078 6.743171 7.290991 6.280234 6.339488 7.603204
## 15 16 17 18 19 20 21
## 2
## 3
## 4
## 5
## 6
## 7
## 8
## 9
## 10
## 11
## 12
## 13
## 14
## 15
## 16 3.712463
## 17 3.802399 1.951302
## 18 4.009178 1.759641 1.288160
## 19 2.570301 2.270294 2.702978 2.655120
## 20 4.374238 2.968871 3.099971 3.286521 4.190235
## 21 3.906881 3.277944 3.135229 3.132388 3.925850 2.326053
## 22 5.145382 3.571490 3.679361 3.704712 5.034578 2.203754 3.586772
## 23 4.081906 2.936691 3.318732 3.202943 3.887297 2.379704 2.433171
## 24 4.861193 2.894925 3.584318 3.286970 4.355703 2.785415 3.423018
## 25 4.991117 3.110086 3.300854 3.112034 4.529274 2.798067 3.208717
## 26 6.729820 4.304735 3.684180 3.625046 5.828148 4.828326 5.117133
## 27 4.061640 2.482465 2.955668 2.661307 3.431032 2.759265 3.538160
## 28 4.580861 3.236389 3.725226 3.476050 4.051291 3.397357 3.855615
## 29 4.405780 2.233667 2.273367 2.010831 3.693088 2.912678 3.018780
## 30 3.645806 3.210829 3.421254 3.366455 3.835046 2.726709 2.543881
## 31 3.856762 2.581175 2.007475 2.065426 3.052552 3.855588 3.811719
## 32 3.174134 2.104137 2.269564 2.349495 2.087762 3.236003 3.241582
## 33 3.978763 2.721429 2.799033 2.388846 3.762449 3.148729 2.983350
## 34 5.022592 2.443739 2.357485 2.013596 3.642821 4.019416 3.691305
## 35 4.564412 2.012170 2.088964 2.063890 3.726592 2.475493 3.124797
## 36 4.337441 2.777652 2.752763 2.496051 3.799775 2.509109 2.602727
## 37 4.757228 2.241955 2.779595 2.448925 4.081125 2.543513 3.369767
## 38 4.616482 2.326247 2.902818 2.532492 3.856032 2.973669 3.719495
## 39 4.627268 3.273992 3.966273 3.481887 4.255110 3.295850 3.497836
## 40 4.527607 4.135119 3.851922 4.231196 4.881223 1.814754 2.634145
## 41 3.583308 3.255739 2.983941 2.707783 3.721525 2.563253 1.525367
## 42 5.094141 4.009554 4.122414 3.965052 4.757259 3.064021 4.101281
## 43 3.606355 2.912621 3.140473 3.221795 3.371454 2.071273 2.747511
## 44 5.281482 4.083006 3.983000 3.786937 5.141667 2.401161 3.560166
## 45 4.139202 3.574440 3.593399 3.243409 4.123069 2.648366 2.298302
## 46 4.940907 3.286628 3.050591 3.231617 4.191332 2.294811 3.435591
## 47 3.236677 3.452246 3.282308 3.436953 3.608838 2.451302 2.723201
## 48 3.274469 3.463536 3.445788 3.315379 3.483991 2.688724 2.224853
## 49 3.134276 2.561458 2.014320 2.009796 3.000238 2.881146 2.677572
## 50 2.735204 2.318731 2.501648 2.251142 1.921729 3.299659 2.725386
## 51 2.901414 4.331725 4.742100 4.623622 4.115162 4.078000 3.846275
## 52 3.099938 2.408003 2.771586 2.938833 3.076148 3.058159 3.250134
## 53 2.822416 2.792667 3.097158 2.822037 2.452371 3.105548 2.698600
## 54 3.491758 1.222063 1.534854 1.471205 2.306821 3.022167 3.167896
## 55 4.005162 2.724780 2.765442 2.784873 3.505881 1.970307 1.899170
## 56 3.737774 2.802584 2.132749 2.442865 3.398170 2.756077 2.477725
## 57 3.356998 2.869043 2.560769 2.607616 3.212363 2.272055 1.324018
## 58 3.495986 1.473870 2.141736 1.847316 2.540181 2.620340 3.295941
## 59 3.012744 2.623722 2.508522 2.592814 2.471956 2.827708 2.880514
## 60 8.656683 7.694841 8.386303 7.853286 8.600037 7.189834 7.358698
## 61 7.791630 5.597358 6.232533 5.438773 7.009481 6.282226 6.550538
## 62 7.468977 5.570059 5.990760 5.204177 6.781043 5.714605 5.942022
## 63 6.433762 4.654968 5.177777 4.603757 5.817091 4.647294 4.680248
## 64 5.652903 4.688847 5.181691 4.493250 5.526247 4.309272 4.153625
## 65 7.382135 4.914677 5.501826 4.787488 6.736802 5.241507 5.564933
## 66 5.120040 3.496769 3.806736 3.143095 4.867649 3.832369 4.052527
## 67 5.182342 5.529814 5.922676 5.342405 5.741579 4.949996 4.362770
## 68 6.915921 5.363187 6.039997 5.392010 6.486676 5.014270 5.157173
## 69 6.981429 4.680795 4.984196 4.322187 6.056973 5.183933 5.386960
## 70 7.124544 6.347433 6.372766 6.363652 7.338219 5.597800 4.826314
## 71 7.255262 5.403382 5.412671 5.131851 6.780534 5.316330 5.866257
## 72 6.303786 4.615497 4.550217 4.237144 5.816026 4.616295 4.675092
## 73 7.114087 5.042164 5.056332 4.657373 6.403187 4.640894 5.081435
## 74 7.107441 5.058251 4.487426 4.524085 6.046973 5.385358 4.934566
## 75 5.881915 4.313623 4.650583 4.292127 5.402200 3.926698 4.140888
## 76 7.348547 5.708593 6.375750 5.736425 7.084626 5.353116 5.717068
## 77 6.481449 5.574792 6.090437 5.523181 6.479594 5.104220 4.947783
## 78 7.549601 5.415160 5.715157 5.230563 7.055462 4.709840 5.448080
## 79 5.936865 5.498241 5.322402 5.148718 6.345132 4.991249 4.328804
## 80 6.394399 4.811345 4.667102 4.215060 6.088885 4.170053 4.579444
## 81 7.032935 5.568790 6.206004 5.468624 6.824697 5.272541 5.149198
## 82 5.310231 3.985503 4.445544 3.967658 5.148869 3.558788 3.890603
## 83 7.436152 5.305950 5.690085 5.082629 6.813404 5.746834 6.118219
## 84 7.548740 6.028068 5.778341 5.330853 7.143927 5.800772 6.484732
## 85 6.226830 5.109501 5.148918 4.889338 6.391304 4.170517 4.659909
## 86 6.172411 4.405240 4.886010 4.332380 5.924868 3.967853 3.954551
## 87 7.282494 5.285628 5.542793 4.905649 6.783037 5.508541 5.762216
## 88 7.953247 5.522576 5.897379 5.332611 7.194166 5.863171 6.271327
## 89 7.255641 5.234138 5.541236 4.917492 6.701975 5.246197 5.913163
## 90 7.523271 5.796034 6.089364 5.485326 7.056466 5.801453 6.162716
## 91 7.237494 5.705299 5.977664 5.362362 7.073722 5.604459 6.081485
## 92 7.569013 5.664306 5.834976 5.255235 7.167863 5.680730 6.065417
## 93 7.520814 6.017549 6.010172 5.423283 7.224453 6.062394 6.388583
## 94 6.335372 5.240620 5.559746 5.141247 6.546547 3.980502 4.489942
## 95 6.627534 4.886108 5.541842 4.963147 6.344026 3.987643 4.515891
## 96 6.364998 5.894905 5.246552 5.393195 6.602761 5.539223 4.646686
## 97 7.890805 5.512502 5.404778 5.479375 7.360741 4.788061 5.625728
## 98 5.962482 5.067035 5.630440 4.968131 6.089986 4.517676 4.537376
## 99 5.103729 4.502262 4.820801 4.105094 4.954213 4.173119 3.992837
## 100 5.861719 5.529250 5.680751 5.125200 6.366884 5.109843 5.074611
## 101 6.329280 5.134950 5.775237 5.210507 6.132141 4.644876 4.664262
## 102 7.058847 5.644988 5.981317 5.550487 6.888639 5.066093 5.323576
## 103 6.788803 4.821172 4.869665 4.420299 6.321195 3.731484 4.497858
## 104 7.295347 5.977721 6.251815 5.589121 7.097729 5.369659 5.616621
## 105 6.392594 5.012285 5.361486 4.848494 6.119891 4.466014 4.611174
## 106 8.002640 6.341695 6.272541 5.658008 7.620762 5.910503 6.205578
## 107 6.687323 5.336952 5.679526 5.130568 6.559716 4.778047 5.160483
## 108 7.328187 5.679834 5.553849 5.054989 6.945766 5.442430 5.855812
## 109 6.672091 5.798536 5.806836 5.228922 6.798539 4.920197 4.775335
## 110 5.870224 4.711684 4.742389 4.375035 5.883441 4.226771 4.618468
## 111 6.725935 7.070008 6.697694 6.544948 7.496179 5.690566 5.685741
## 112 7.030854 5.361121 5.491987 4.983886 6.669764 4.259682 4.927907
## 113 7.655182 5.043996 5.451036 4.828977 6.841187 5.499876 6.294664
## 114 7.253154 5.239649 5.633627 4.837346 6.712274 5.412012 5.748071
## 115 7.391848 5.260748 5.520340 4.785461 6.703459 5.012696 5.487388
## 116 7.820555 6.407445 6.985286 6.178241 7.612510 6.826973 6.677573
## 117 7.311859 5.866376 6.148946 5.643789 7.117387 5.128010 5.388823
## 118 7.023256 5.141543 5.077071 4.584025 6.617508 4.439328 4.483914
## 119 7.946537 6.588887 6.824281 6.368397 7.754093 5.640917 6.555751
## 120 6.976134 5.920023 6.046363 5.669971 7.080733 4.834902 5.465315
## 121 6.290718 4.864514 5.016991 4.511693 6.034651 3.908243 4.566293
## 122 8.361659 6.364510 6.000584 5.534723 7.343382 6.473238 6.685510
## 123 8.003310 5.968210 5.572449 5.348487 7.482370 5.143664 6.052066
## 124 7.253285 6.511485 6.205432 6.065313 7.364711 4.786752 5.813418
## 125 6.882934 6.531395 6.326406 6.179086 7.351716 4.908827 5.692363
## 126 6.951080 5.409258 5.600248 4.936114 6.581315 4.545824 4.992740
## 127 6.566145 5.327223 5.156259 4.495152 6.255426 4.577038 4.848710
## 128 8.350492 6.218617 5.912490 5.340449 7.587866 6.446943 6.885445
## 129 7.197478 5.656611 5.402706 4.851508 6.860987 5.114368 5.336501
## 130 7.623664 5.939009 5.981339 5.587461 7.240232 5.149766 6.322199
## 131 7.474622 5.384129 5.338291 5.189464 6.848617 4.839078 5.532696
## 132 7.779963 5.589171 5.603449 5.425771 7.106841 4.910677 6.090656
## 133 8.392123 6.130316 5.984431 5.762002 7.548548 5.797905 6.749314
## 134 7.826595 5.616784 5.614219 5.486268 7.096664 4.875776 6.143948
## 135 7.482213 5.983020 6.153820 5.533191 7.071398 6.239367 6.637993
## 136 7.824485 6.063560 6.211366 5.649112 7.184034 6.257889 6.819139
## 137 8.857582 6.809980 6.846297 6.558819 8.229677 6.574927 7.856866
## 138 9.122305 7.030210 6.827633 6.524387 8.420534 6.843967 7.906871
## 139 7.849380 6.123651 6.161286 5.751733 7.314497 5.971830 6.705841
## 140 7.839675 5.279586 5.237617 4.779154 6.877431 5.439353 6.188026
## 141 8.012995 5.595901 5.626459 5.297664 7.247792 5.508715 6.481581
## 142 7.511815 5.402399 5.564523 5.344604 6.795638 5.101088 6.073576
## 143 8.379709 5.785803 5.703430 5.428715 7.462275 5.780284 6.734136
## 144 7.477247 5.686111 5.660697 5.424957 7.022126 5.092711 6.193701
## 145 7.432881 5.617307 5.769488 5.650990 6.860716 4.978231 6.067627
## 146 7.607176 6.006890 5.677974 5.563997 7.156948 5.444741 6.304423
## 147 9.231323 7.645719 7.531514 7.403101 8.836987 6.850739 8.069916
## 148 8.336514 6.444650 6.418486 6.162057 7.665507 6.026195 7.259909
## 149 7.457290 5.755033 5.545795 5.275986 6.816892 5.558353 6.407962
## 150 7.927686 6.020232 5.761591 5.620521 7.183613 5.492063 6.470192
## 151 8.071807 5.910672 5.367215 5.442677 7.214682 5.376400 6.294699
## 152 8.041248 6.111190 5.903376 5.769798 7.280915 5.642602 6.502977
## 153 7.823141 5.643106 5.019653 4.938056 7.010536 5.373662 6.031946
## 154 7.290421 6.244011 6.010280 5.692597 6.980411 6.249483 6.734286
## 155 7.796538 6.234073 6.116645 5.664323 7.263693 6.266999 6.523897
## 156 8.170442 6.787580 6.475690 6.257322 7.710036 6.564939 7.460533
## 157 7.450782 6.183375 5.921783 5.732299 7.139111 5.716528 6.591008
## 158 8.541168 6.306683 6.039183 5.660673 7.496292 6.825976 7.518966
## 159 7.066347 6.285644 5.517571 5.403289 6.626333 6.799708 6.716926
## 160 6.924748 5.866454 5.454715 5.138890 6.486719 6.292556 6.508066
## 161 8.002611 6.216874 6.231253 5.763745 7.362484 5.907720 6.902075
## 162 7.247002 4.850346 4.860879 4.586986 6.413220 4.992087 5.814241
## 163 7.955755 5.579384 5.512956 5.112511 7.153075 5.642568 6.388986
## 164 7.550663 5.554212 5.526848 5.342894 6.990029 4.961155 6.045205
## 165 7.715827 5.876185 5.805660 5.547050 6.967059 5.895742 6.594609
## 166 8.234559 6.520446 6.336883 6.097996 7.704546 6.227247 7.071269
## 167 7.323247 5.238083 4.996759 4.867538 6.460249 5.488490 6.235212
## 168 7.630978 5.806776 6.079854 5.735858 6.948098 5.764842 6.707585
## 169 7.262650 5.104141 4.650875 4.614579 6.412303 5.324518 6.036721
## 170 8.038052 5.671831 5.304179 5.418979 7.112258 5.225269 6.518768
## 171 8.332337 6.248097 6.443709 6.088346 7.749188 5.708659 6.763844
## 172 8.518437 6.633617 6.845707 6.376278 7.790726 6.583625 7.345275
## 173 7.161536 5.524088 5.344048 5.162339 6.534424 5.580540 6.274625
## 174 8.060857 6.417396 6.224848 6.134146 7.495967 6.010672 7.197139
## 175 7.334879 5.423193 5.047661 4.943718 6.642001 5.259338 6.205013
## 176 7.557214 5.933333 5.674322 5.626541 6.906533 5.643000 6.427753
## 177 7.252332 5.506371 5.178435 4.984619 6.546278 5.637029 6.081328
## 178 8.113076 6.284153 5.773923 5.634061 7.346852 6.332880 7.150274
## 22 23 24 25 26 27 28
## 2
## 3
## 4
## 5
## 6
## 7
## 8
## 9
## 10
## 11
## 12
## 13
## 14
## 15
## 16
## 17
## 18
## 19
## 20
## 21
## 22
## 23 2.721159
## 24 2.452476 1.606328
## 25 2.248581 1.613015 1.358855
## 26 4.093736 4.892006 4.462798 3.836301
## 27 2.999503 2.093123 1.822105 2.277377 4.610502
## 28 3.578854 2.429359 2.165190 2.951899 5.700129 2.321621
## 29 2.831148 2.404449 2.522858 1.831547 3.043918 2.462682 3.664560
## 30 3.105797 1.331910 2.172691 2.299693 5.503907 2.332410 2.106163
## 31 3.678776 3.389975 3.326785 2.980904 3.817377 3.066643 3.725345
## 32 3.777107 2.823449 3.008864 3.308753 5.151149 2.643763 2.634304
## 33 3.064931 2.174459 2.438149 2.397026 4.340926 2.486226 2.446853
## 34 4.425645 3.796547 3.909684 3.792493 3.397137 3.583883 4.263873
## 35 2.602942 2.255099 1.876685 1.930246 3.555975 2.056507 2.432641
## 36 2.373229 1.645724 1.733150 1.370610 4.177979 2.177147 2.554224
## 37 2.952972 2.810144 2.344589 2.548105 3.719763 2.078770 3.234019
## 38 2.879102 2.524662 1.671531 2.267618 4.304997 1.852781 1.812168
## 39 3.608545 2.401617 2.236424 2.977633 5.712879 2.684316 1.361471
## 40 3.265671 3.546186 4.347862 4.160655 5.604979 4.073273 4.719626
## 41 3.318504 2.591766 3.259138 3.159841 4.824228 2.988178 3.637540
## 42 2.681017 2.846517 2.893957 3.096133 5.721120 2.941956 2.297724
## 43 3.308571 2.249300 2.755084 2.855436 5.330409 2.023638 3.309550
## 44 2.070132 3.040650 3.103323 3.103836 5.065278 3.070476 3.194556
## 45 3.110309 2.209564 2.587650 2.878461 5.326583 2.676905 2.611174
## 46 2.737861 2.912953 3.340393 3.150703 4.826409 2.902037 3.333071
## 47 3.018817 2.458605 3.482682 3.244204 5.580069 3.011396 3.427943
## 48 3.608506 2.295258 3.090598 3.196733 5.924854 2.780187 2.887192
## 49 3.067228 2.569211 2.989211 2.750287 4.548663 2.590590 2.894267
## 50 3.990538 2.950642 3.528679 3.622004 5.412300 2.984535 3.316189
## 51 4.481271 3.745571 4.112544 4.589860 7.116800 4.056116 3.745517
## 52 3.119780 2.163313 2.426759 2.403304 4.859453 2.468140 2.983755
## 53 4.282525 3.126813 3.777977 3.938526 5.617704 2.794776 3.875654
## 54 3.571389 2.878281 3.026882 3.150989 4.017345 2.214046 3.214328
## 55 3.301395 2.146688 2.669745 2.963487 5.212843 2.610551 2.472897
## 56 3.142333 2.903337 3.111453 2.979050 4.335331 3.110858 3.393712
## 57 3.560238 2.434966 3.283000 3.198616 5.154776 2.869210 3.316938
## 58 3.029478 2.533964 2.342503 2.678323 4.271814 1.382863 2.735597
## 59 3.931379 3.069234 3.389849 3.579320 5.314690 2.548006 3.390498
## 60 7.400838 6.696644 6.356762 7.122515 9.628320 6.885467 5.283283
## 61 5.985066 5.772219 5.048259 5.554033 6.346309 5.260356 4.701709
## 62 5.598263 5.513604 4.928906 5.393445 6.669686 5.069376 4.304923
## 63 4.739995 3.840924 3.614357 3.907693 6.429019 4.234954 2.864896
## 64 4.127971 3.794794 3.435228 3.570676 5.969351 4.097490 3.966146
## 65 4.566451 4.891576 4.044311 4.209746 4.884898 4.894915 4.599288
## 66 3.256903 3.515022 2.741639 2.978547 4.192493 3.156290 3.364860
## 67 5.019536 3.982905 4.266777 4.495149 7.506857 4.616716 4.022284
## 68 4.469796 3.904413 3.279935 3.715984 6.654273 4.396142 3.456938
## 69 5.322706 4.832113 4.329173 4.664262 5.512139 4.239113 3.914870
## 70 5.906488 5.617939 5.740369 6.052424 7.227871 6.764899 5.625784
## 71 4.682366 5.042044 4.200681 4.678964 5.786260 4.830826 3.654039
## 72 3.926408 4.004205 3.736114 2.809063 4.449170 4.441689 4.782372
## 73 4.007131 4.051555 3.441345 3.239220 5.403543 4.256627 3.557282
## 74 5.158415 5.268280 5.186413 4.660777 3.896605 5.853254 5.967271
## 75 3.738484 3.507740 2.724317 3.213195 5.260334 3.629245 3.321701
## 76 4.898094 5.039198 4.340771 4.977573 6.862688 5.243444 4.041938
## 77 5.094121 4.386212 4.185433 4.587945 7.388310 4.958027 3.603784
## 78 4.064310 4.779492 4.050373 4.490656 5.530045 4.761806 4.113213
## 79 5.193965 4.984597 5.011850 5.381400 6.326256 5.521933 4.695195
## 80 2.766808 3.971863 3.742127 3.241496 4.071547 4.319870 4.466355
## 81 4.668642 4.272323 3.700879 3.951560 6.337595 4.917923 4.175403
## 82 2.857574 2.549540 1.977703 2.295860 5.305636 3.080890 2.422172
## 83 4.478675 4.732705 3.612800 3.658423 4.946620 4.649124 4.289024
## 84 4.588077 5.650388 5.155169 5.040235 5.681828 5.181253 4.966535
## 85 3.483646 3.988392 3.113321 3.413300 5.109112 3.893259 4.125532
## 86 3.580255 3.093242 2.514237 2.741287 5.168088 3.770627 3.186172
## 87 4.375612 4.781544 3.904302 3.964788 5.066954 4.870883 4.188938
## 88 4.398244 5.037133 3.927298 3.840836 4.473158 5.139042 4.985702
## 89 3.914770 4.565580 3.424874 3.746290 4.878252 4.131976 3.947419
## 90 4.525019 4.583160 3.598245 3.699470 5.603259 4.532031 4.135393
## 91 4.494031 4.931447 4.082930 4.361031 5.730951 4.669233 4.204570
## 92 4.394523 4.996790 4.020252 4.142202 5.137476 4.830093 4.487816
## 93 5.051844 5.339746 4.635812 4.734312 5.887173 4.996768 4.483710
## 94 2.928785 3.598319 3.191110 3.208453 5.670408 4.265916 3.954666
## 95 3.579606 3.976173 3.184961 3.613396 5.695996 4.263508 3.981143
## 96 5.762160 5.825959 6.045059 6.055539 5.756011 6.492121 6.139204
## 97 4.392081 5.547485 4.695049 4.910471 4.795656 5.608779 5.256968
## 98 4.136427 3.730697 3.340550 3.752058 6.394461 4.182686 3.409835
## 99 4.197956 3.607831 3.387884 3.653190 5.986482 3.604959 3.584980
## 100 4.014247 4.558641 4.493182 4.324131 5.731014 5.004315 4.968742
## 101 4.346429 3.859164 3.574766 4.175210 6.762675 4.631054 3.125671
## 102 4.534132 4.227260 3.654915 4.097954 6.623569 4.697369 3.274240
## 103 2.793670 3.574845 2.806819 2.783571 4.437616 3.531742 3.773193
## 104 4.678749 4.755488 4.069599 4.492805 6.524608 4.807129 3.836784
## 105 3.659919 3.211177 2.695858 2.991575 5.837373 3.839101 2.902959
## 106 4.705728 5.213225 4.715942 4.583151 5.441188 5.171166 5.136045
## 107 3.787379 3.851305 3.140154 3.463917 5.915235 4.094454 3.432562
## 108 4.362055 4.808994 4.084249 4.075536 5.392507 4.617714 4.123646
## 109 4.268727 4.212462 3.840349 4.013418 6.076340 4.559968 3.982748
## 110 3.218457 3.843239 3.009381 3.092330 4.231496 3.669507 4.334712
## 111 5.040512 5.907348 5.910178 6.013792 7.265001 6.305850 5.913938
## 112 3.564598 3.999862 3.364506 3.421002 5.648417 4.147391 3.653601
## 113 4.384752 5.386200 4.433277 4.541900 3.989777 4.801781 5.259545
## 114 4.497265 4.869120 3.699109 4.019951 4.971935 4.421358 4.362881
## 115 4.029966 4.317111 3.318891 3.323039 4.748602 3.993297 4.262611
## 116 5.620465 5.807486 5.141753 5.247175 6.189328 6.150110 5.759967
## 117 4.215666 4.218409 3.452553 3.824334 6.179342 4.653502 3.740442
## 118 3.691952 3.973626 3.430816 3.330744 4.735498 4.529814 3.938205
## 119 5.090929 5.580798 5.078999 5.451616 7.425268 5.286148 4.505282
## 120 3.623494 4.321556 3.840174 4.106364 6.178356 4.657489 3.850760
## 121 2.939498 3.736765 2.946145 3.246072 4.779797 3.538328 3.932974
## 122 5.779464 6.688389 6.228272 5.737545 3.849545 6.306209 7.623495
## 123 3.491696 5.327336 4.753075 4.224014 3.921030 5.306785 5.644906
## 124 3.666223 5.142687 5.140918 4.849370 6.513488 5.369523 5.264151
## 125 3.540508 5.066779 4.818117 4.608161 6.193365 5.298650 5.635538
## 126 3.652833 3.931165 3.278098 3.386071 5.499101 3.979519 3.849579
## 127 3.926365 4.208699 3.674111 3.606044 5.243436 3.859809 4.143064
## 128 4.985032 6.074132 5.161273 4.853226 3.978782 5.582430 5.917454
## 129 3.985878 4.503952 3.830126 3.580569 4.849182 4.536911 4.354084
## 130 3.669869 5.089747 4.291211 4.397795 5.641189 4.667389 4.475457
## 131 5.154285 5.472643 4.822049 5.262811 6.203382 5.170243 4.288363
## 132 4.610145 5.612709 4.847419 5.143206 6.188979 5.165191 4.463918
## 133 5.270216 6.158484 5.281729 5.478002 6.271373 5.637188 4.933105
## 134 4.540308 5.721492 4.951266 5.237184 6.226335 5.325135 4.522371
## 135 5.685055 5.885311 5.103512 5.556744 6.578089 5.004973 4.561734
## 136 5.692097 6.177546 5.504529 5.908969 6.670984 5.387202 4.897690
## 137 5.506882 6.884302 6.027454 6.285549 6.595575 6.087125 5.705817
## 138 5.529730 7.199002 6.514232 6.418171 5.991426 6.568701 6.541748
## 139 5.262972 5.901744 5.416484 5.560134 6.640631 5.385925 4.817268
## 140 4.496799 5.473391 4.639988 4.609332 4.597494 4.824229 4.801940
## 141 4.612154 5.532494 4.666844 4.765434 5.132436 4.826549 4.839546
## 142 4.569677 4.986837 4.254472 4.569396 6.189585 4.495132 3.860465
## 143 4.916383 5.869921 5.115143 4.981312 5.161295 5.324107 5.227209
## 144 4.202551 5.393045 5.004493 4.955930 6.003639 5.054999 4.683244
## 145 4.636611 5.737878 5.115608 5.652622 6.692530 5.338010 4.593053
## 146 4.835701 5.649778 5.141376 5.371294 6.321811 5.220947 4.332138
## 147 6.189627 7.255645 6.783901 6.856525 8.074645 6.806377 6.154447
## 148 5.137149 6.489846 5.786565 5.951120 6.652248 5.656430 5.529403
## 149 4.979655 5.948581 5.343093 5.483643 6.257560 5.107204 4.880985
## 150 5.224897 6.470512 5.958509 6.113030 6.535347 5.900294 5.537902
## 151 5.290909 6.522336 6.004984 5.954051 5.927495 6.061558 5.865327
## 152 5.497778 6.627634 5.975928 6.178046 6.635194 6.002573 5.798035
## 153 5.058716 6.207468 5.482824 5.359096 5.004619 5.572484 5.619986
## 154 5.759213 6.611548 6.237512 6.423109 6.906085 5.805819 5.709079
## 155 5.883915 6.235366 5.589856 5.975643 6.729349 5.625783 4.962202
## 156 5.633449 6.962778 6.521323 6.571368 6.851924 6.243021 6.019190
## 157 5.129181 6.257519 5.891017 5.893643 6.753936 5.562556 5.474353
## 158 5.779810 6.849908 5.999672 6.054336 5.498144 5.909033 5.918711
## 159 6.410192 7.041294 6.824229 6.510752 6.280188 6.272720 6.862526
## 160 5.758760 6.491753 5.999353 5.934319 6.114092 5.509548 5.986067
## 161 5.108711 6.331340 5.565451 5.817112 6.457937 5.385234 5.286150
## 162 4.517392 5.284898 4.743033 4.793679 5.211982 4.734089 4.468443
## 163 4.723593 5.768450 5.059257 5.088480 4.985991 5.198319 5.114850
## 164 4.525469 5.476734 4.840976 5.171842 6.078304 4.950957 4.342684
## 165 5.427127 6.107499 5.557452 5.663287 6.712781 5.525863 5.029498
## 166 5.318592 6.374594 5.917639 5.869454 6.697720 5.976183 5.446519
## 167 4.941458 6.212889 5.699463 5.680398 5.583930 5.599688 5.530297
## 168 5.193483 6.122643 5.414952 5.791978 6.944657 5.405907 4.946955
## 169 4.683805 5.747710 5.099176 5.006508 5.006646 5.097897 5.045775
## 170 4.609369 6.339595 5.730659 5.579273 5.353583 5.735938 5.913938
## 171 5.042604 6.008573 5.122409 5.566744 6.608880 5.452637 4.826440
## 172 6.117111 6.783581 6.028847 6.389860 7.418002 5.986027 5.610621
## 173 5.286331 5.891784 5.429233 5.491954 6.421914 5.087830 4.984288
## 174 5.269746 6.621571 6.240573 6.267052 6.778175 5.945437 5.797288
## 175 4.519777 5.798543 5.228574 5.242772 5.555943 5.128201 4.841060
## 176 5.435495 6.511932 6.172492 6.397611 6.746850 5.974417 5.558918
## 177 5.428145 6.134678 5.687736 5.924784 5.994343 5.439117 5.186636
## 178 5.601999 6.850242 6.397254 6.147801 5.915953 6.000809 6.291618
## 29 30 31 32 33 34 35
## 2
## 3
## 4
## 5
## 6
## 7
## 8
## 9
## 10
## 11
## 12
## 13
## 14
## 15
## 16
## 17
## 18
## 19
## 20
## 21
## 22
## 23
## 24
## 25
## 26
## 27
## 28
## 29
## 30 2.994205
## 31 2.379571 3.427149
## 32 3.181109 2.678925 2.175818
## 33 2.214381 2.175022 2.927433 2.933809
## 34 2.546311 4.256783 3.485768 3.610956 3.056297
## 35 1.888791 2.616358 2.532759 2.507459 1.944590 2.726181
## 36 2.121158 1.883372 2.413725 2.359552 2.207549 3.665853 1.894127
## 37 2.054715 3.224611 3.394956 3.454621 2.453792 2.893514 1.623307
## 38 2.529892 2.631804 2.812994 2.595605 2.003413 3.430291 1.264850
## 39 3.544474 2.277289 3.968536 3.081339 2.116214 4.219542 2.567591
## 40 3.927472 3.683221 4.887285 4.343862 4.097216 4.706456 3.900766
## 41 2.902750 2.488925 3.404078 3.034929 2.629255 3.646567 3.060159
## 42 3.901434 2.707661 4.135490 3.413948 3.088926 4.957906 3.145358
## 43 2.971453 2.453740 3.407022 2.707699 3.448256 4.308374 2.895736
## 44 3.591234 3.038688 4.353862 3.977731 3.067950 4.628601 3.112055
## 45 3.391464 1.981545 3.636134 2.828597 2.638839 4.236947 2.956792
## 46 3.171156 3.126368 3.946867 3.361933 3.355094 3.784356 2.812004
## 47 3.165241 2.278132 3.560201 3.027058 2.941206 4.403196 3.356063
## 48 3.531682 1.726910 3.487468 2.486480 2.994576 4.614397 3.282150
## 49 2.444553 2.112429 2.007466 2.030168 1.909551 3.516706 2.283963
## 50 3.200462 2.682941 2.810583 1.709143 2.843025 3.571894 3.104405
## 51 4.875664 3.074317 4.340349 3.344674 3.825635 5.902503 4.476195
## 52 2.501869 2.169391 2.241422 2.136264 2.477916 4.056463 2.355919
## 53 3.278421 3.120864 3.576685 2.774755 3.465986 3.721746 3.604258
## 54 2.128206 3.081994 2.525560 2.194592 2.444127 1.950539 2.013993
## 55 3.198832 2.060605 3.544143 2.281251 2.722067 3.609753 2.285638
## 56 2.868212 2.737884 2.110609 1.927317 2.987313 3.657016 2.458384
## 57 2.949951 2.166546 3.313536 2.525199 2.837063 3.552975 2.853201
## 58 2.168689 2.765473 2.308897 1.927710 2.452985 3.030291 1.851086
## 59 3.287465 2.920083 2.715591 1.796656 3.472355 4.001791 2.993576
## 60 7.943372 6.253104 8.514302 7.551645 6.401826 8.212505 6.922452
## 61 5.588452 5.781214 6.521429 6.384050 4.531634 5.239133 4.937886
## 62 5.664962 5.240380 6.345374 5.949559 4.461811 5.566477 4.848411
## 63 4.582933 3.595150 5.284001 4.751113 3.382713 5.119276 3.787170
## 64 4.155741 3.725167 4.342112 4.405865 3.895500 5.633154 4.204381
## 65 4.366376 5.170448 5.451388 5.807486 3.815809 4.825291 3.969543
## 66 3.046188 3.524041 3.331052 3.810119 2.378366 4.104687 2.655202
## 67 5.230496 3.378548 5.342073 4.827472 4.095726 6.528227 5.130721
## 68 5.022460 3.832798 5.562383 5.121529 4.194674 6.136051 4.458663
## 69 4.584663 4.814271 5.606348 5.420877 3.826720 4.114232 3.895925
## 70 6.442059 5.535738 6.683601 6.015600 5.402886 6.301953 5.589376
## 71 5.394533 4.829215 5.487919 5.259781 4.104780 5.558651 3.955598
## 72 3.189539 4.233934 3.569878 4.777123 3.999673 5.223751 3.794941
## 73 4.359998 3.978455 4.806249 4.922314 3.920538 5.478666 3.631882
## 74 4.395650 5.796589 4.227232 4.974215 5.293729 4.477933 4.550035
## 75 4.057536 3.621378 3.996689 3.764043 4.016497 5.050171 3.460038
## 76 5.710461 4.918291 6.313613 5.842141 4.333048 6.182732 4.770540
## 77 5.492591 3.876191 5.862467 5.271607 4.073985 6.400817 4.762284
## 78 5.098921 4.939616 6.063411 5.776538 4.155781 5.270946 4.132867
## 79 5.529871 4.693023 5.675891 5.207956 4.063449 5.361994 4.666125
## 80 3.489135 4.298405 4.325478 4.981982 3.405207 4.710441 3.777498
## 81 4.892975 4.362787 5.592895 5.591649 4.068499 6.050329 4.641078
## 82 3.487921 2.509881 3.859936 3.684105 2.547166 4.952775 2.904464
## 83 4.467445 4.911633 4.843331 5.515533 4.088178 5.579219 4.105619
## 84 5.392275 5.443429 5.794263 6.130474 4.524394 5.980781 4.931361
## 85 4.411968 3.981720 4.641621 4.861364 4.068204 5.785416 3.780358
## 86 3.683709 3.237990 4.662684 4.622552 2.879810 4.775380 3.179311
## 87 4.571697 4.843266 4.996453 5.492067 3.698352 5.379144 4.042266
## 88 4.584392 5.454838 5.144359 5.882443 4.593558 5.578031 4.373676
## 89 4.554963 4.735971 5.089868 5.393012 3.920457 5.372894 3.954457
## 90 4.862162 4.675025 5.265063 5.668831 4.330626 6.076318 4.512275
## 91 5.044166 4.832484 5.645288 5.906318 3.862375 5.884140 4.447425
## 92 4.917233 4.988750 5.445101 5.864322 4.120739 5.719252 4.341504
## 93 5.352494 5.105646 5.763839 6.090175 4.147593 6.014746 4.724689
## 94 4.280507 3.687150 5.065642 5.167796 3.651160 5.906906 4.072380
## 95 4.424127 4.195737 5.144997 5.000535 4.178651 5.622358 4.030831
## 96 5.739882 5.856772 5.678126 5.643679 5.100974 5.221364 5.290226
## 97 5.339242 5.782005 5.725507 5.806098 5.240824 5.549642 4.142451
## 98 4.594164 3.547586 5.118376 4.894998 3.400850 5.816287 4.199716
## 99 4.152879 3.493612 4.038855 3.871265 3.683717 5.404973 4.060539
## 100 4.490662 4.575582 4.953888 5.521756 3.651102 5.865280 4.862660
## 101 5.099344 3.772772 5.507424 4.757229 3.724186 5.758609 4.322737
## 102 5.314281 3.965368 5.775045 5.360378 3.941733 6.147380 4.285822
## 103 3.804148 3.893270 4.766551 4.910443 3.754419 4.963994 3.395315
## 104 5.454367 4.543320 5.858275 5.671281 4.299892 6.260983 4.768922
## 105 4.374480 3.187522 4.883047 4.595895 3.417546 5.502147 3.793590
## 106 5.256256 5.350895 6.212098 6.534309 4.532828 5.899280 5.046670
## 107 4.708412 3.768020 5.246186 5.138690 3.606284 5.889641 4.054194
## 108 4.929264 4.653741 5.273992 5.590434 3.939992 5.777653 4.210264
## 109 4.993422 3.948767 5.440101 5.387962 3.857210 5.985979 4.532575
## 110 3.739400 4.142127 3.871849 4.538489 3.817834 5.230432 3.629589
## 111 6.556307 5.599311 6.217446 6.108024 5.719590 7.455550 6.226477
## 112 4.540309 4.043520 5.175155 5.182036 4.017360 5.809408 3.974834
## 113 4.441086 5.850755 5.544159 6.098884 4.365331 4.687864 4.207033
## 114 4.573057 4.988585 5.026291 5.502873 4.132937 5.430089 4.161630
## 115 4.212340 4.624643 5.062720 5.485676 4.173444 5.349068 4.037535
## 116 5.592541 6.036248 6.095994 6.675706 4.895755 6.433390 5.731008
## 117 5.202094 4.197219 5.654001 5.482506 4.264277 6.244779 4.468601
## 118 4.211196 4.153085 4.899546 5.104903 3.521749 5.015996 3.607669
## 119 6.307181 5.268505 7.021203 6.589516 5.119001 7.001255 5.429696
## 120 5.210442 4.246473 5.731842 5.577022 4.043084 6.256944 4.549155
## 121 4.106151 4.049512 4.562717 4.623797 3.956985 5.264451 3.780223
## 122 5.345057 7.398765 5.679535 6.788019 6.600208 5.902616 5.997600
## 123 4.667980 5.723798 5.400311 6.211667 4.954655 5.709480 4.616609
## 124 5.615081 5.098029 6.048094 6.100074 5.210263 6.974752 5.418145
## 125 5.503411 5.119273 5.607047 5.961972 5.410425 7.248261 5.507011
## 126 4.492824 4.095832 5.174245 5.215069 3.991398 5.709319 4.175783
## 127 4.395403 4.163419 4.704068 4.990094 4.012186 5.618027 4.160973
## 128 5.100863 6.331694 5.337418 6.449407 5.172711 5.780981 5.021394
## 129 4.500370 4.540657 4.785024 5.392468 3.991373 5.694865 4.161364
## 130 5.239398 5.143718 5.719663 5.887281 4.695756 6.265424 4.649059
## 131 5.689566 5.256253 5.985365 5.500020 4.863125 5.632895 4.165184
## 132 5.726596 5.408567 6.051556 5.745254 5.055095 6.110940 4.382573
## 133 6.149571 5.932669 6.190130 6.098296 5.570510 6.510486 4.856230
## 134 5.799464 5.543850 5.954963 5.643545 5.253509 6.204737 4.470452
## 135 5.903993 5.427805 6.240212 6.151233 4.754856 6.050927 5.103608
## 136 6.177116 5.819285 6.596158 6.322789 5.085375 6.027883 5.301047
## 137 6.658894 6.786160 7.095056 7.146032 5.958843 6.892219 5.729932
## 138 6.532309 7.194706 7.056616 7.474497 6.222767 6.753489 6.085956
## 139 5.934742 5.541820 6.548012 6.398874 4.935708 6.163696 5.195826
## 140 4.774147 5.488683 5.478157 5.840442 4.634462 4.925517 4.247490
## 141 5.165895 5.535358 6.014325 6.195424 4.815572 5.451109 4.395108
## 142 5.389543 4.725707 5.920819 5.532260 4.704153 5.834559 4.243781
## 143 5.268925 5.896457 6.097867 6.446042 5.099915 5.583795 4.606470
## 144 5.280991 5.204475 6.047690 6.044768 4.633256 5.855161 4.701067
## 145 6.177740 5.452685 6.351260 5.555927 5.344606 6.179140 4.849577
## 146 5.929266 5.266631 6.117346 5.811388 4.851111 6.047702 4.713320
## 147 7.478361 6.881175 7.930475 7.731235 6.658657 8.047087 6.537331
## 148 6.392936 6.237208 6.750022 6.626952 5.934944 6.801267 5.595474
## 149 5.807767 5.475746 5.903880 5.773131 5.211978 6.105882 4.953149
## 150 6.344008 6.159443 6.441678 6.099116 5.796165 6.373960 5.277509
## 151 6.105614 6.317520 6.085623 6.034707 5.970071 6.200633 5.031876
## 152 6.506474 6.287016 6.421750 6.105934 6.187780 6.679393 5.428968
## 153 5.464837 5.989881 5.322469 5.750264 5.562531 5.763621 4.628524
## 154 6.442023 6.028485 6.502149 6.302074 5.552175 6.421319 5.791635
## 155 6.377074 5.731120 6.462035 6.144827 5.251289 6.211257 5.316274
## 156 6.711117 6.580051 6.856769 6.847369 5.969003 6.837869 6.064646
## 157 6.118940 5.713079 6.365818 6.286828 5.472933 6.610260 5.488941
## 158 6.150466 6.722648 6.167081 6.530359 5.885617 5.995837 5.511367
## 159 6.160221 6.461597 5.606146 6.202479 6.262779 6.458609 6.180248
## 160 5.822850 5.900864 5.449470 5.852753 5.660054 6.237401 5.588654
## 161 6.152651 6.021981 6.430262 6.349882 5.608566 6.493668 5.445604
## 162 4.781547 5.131628 5.572929 5.576246 4.262623 4.716158 3.996849
## 163 5.208881 5.749344 5.992065 6.204103 4.743574 5.153967 4.566278
## 164 5.634862 5.232196 6.161911 5.785790 4.761173 5.743038 4.403110
## 165 6.069547 5.607545 6.173252 5.950599 5.403060 6.367506 5.150944
## 166 6.276628 6.009602 6.662742 6.675083 5.479500 6.669435 5.544794
## 167 5.542317 5.912143 5.586471 5.638282 5.283850 5.502567 4.833172
## 168 6.229687 5.685616 6.391194 5.947429 5.508007 6.521585 5.264114
## 169 5.127080 5.448996 5.042927 5.308147 4.944860 5.333613 4.259878
## 170 5.667968 6.275705 5.866812 6.037387 5.975133 6.013555 4.949174
## 171 6.257441 5.804630 6.788930 6.460771 5.419293 6.537719 5.087717
## 172 6.867372 6.364512 7.187051 6.838371 6.140598 7.057036 5.952473
## 173 5.696272 5.328572 5.856268 5.715180 5.171244 6.012421 4.912674
## 174 6.418737 6.330888 6.835952 6.689060 5.889082 6.626503 5.732953
## 175 5.420295 5.456682 5.490865 5.532755 4.911158 5.613292 4.520867
## 176 6.454592 6.106243 6.548907 6.005952 5.754668 6.109560 5.442684
## 177 5.886992 5.735606 6.017338 5.690707 5.140557 5.341811 4.908852
## 178 6.034028 6.539984 6.252057 6.652079 5.977947 6.273394 5.667693
## 36 37 38 39 40 41 42
## 2
## 3
## 4
## 5
## 6
## 7
## 8
## 9
## 10
## 11
## 12
## 13
## 14
## 15
## 16
## 17
## 18
## 19
## 20
## 21
## 22
## 23
## 24
## 25
## 26
## 27
## 28
## 29
## 30
## 31
## 32
## 33
## 34
## 35
## 36
## 37 2.760328
## 38 2.152008 1.860170
## 39 2.649927 2.986658 1.898385
## 40 3.834420 3.838588 4.504809 4.602357
## 41 2.341179 3.132706 3.395689 3.365941 2.945005
## 42 2.625514 3.888970 2.886305 2.749651 4.085973 3.749883
## 43 2.437490 2.926628 3.092463 3.466745 3.121441 2.641719 3.511428
## 44 2.727047 3.349699 3.131882 3.218393 3.099541 3.044030 1.790417
## 45 1.942438 3.354710 2.908991 2.478145 3.516103 1.611493 2.782439
## 46 2.808466 3.376638 3.312553 3.776071 2.911853 3.392644 2.365157
## 47 2.682579 3.794470 3.600558 3.549608 2.609370 2.564100 2.725484
## 48 2.188132 3.705889 3.290556 2.894146 3.417299 1.882480 3.066343
## 49 1.859948 3.009023 2.525318 3.024481 3.675088 2.131314 3.078041
## 50 2.604959 3.604728 3.277588 3.383094 4.040246 2.358937 3.725069
## 51 3.791246 4.761204 4.101909 3.524701 4.696688 3.395226 4.188568
## 52 2.167617 3.043696 2.503678 3.124432 4.216206 3.175235 3.599160
## 53 3.236506 3.434660 3.719896 3.813522 3.517073 2.228678 4.259889
## 54 2.790568 2.255911 2.478535 3.419723 3.894093 2.868035 3.924189
## 55 2.155393 2.863513 2.665845 2.529796 3.048754 2.123514 3.076866
## 56 1.978161 3.337390 2.955998 3.613615 3.600633 2.223814 3.669269
## 57 2.338904 3.170707 3.305997 3.306729 2.716061 1.340696 3.610932
## 58 2.248891 1.962295 1.815797 2.902337 3.890480 2.789638 3.313736
## 59 2.662454 3.290969 3.129043 3.615249 3.700008 2.474286 3.900251
## 60 6.998653 6.937076 6.165070 4.830042 8.061114 7.278578 6.114517
## 61 5.731221 4.620255 4.362781 4.272814 7.327317 6.146823 5.604353
## 62 5.188369 4.678576 4.276534 3.926063 6.696805 5.450990 4.838506
## 63 3.818224 4.172633 3.306496 2.379415 5.824796 4.750279 3.655867
## 64 3.162213 4.274241 3.644764 3.318093 5.441270 3.763321 4.141991
## 65 4.599046 3.752905 3.624254 3.875366 6.440082 5.371475 5.122003
## 66 2.831002 2.557823 2.148481 2.815159 5.069419 3.361290 3.954498
## 67 3.916718 5.306035 4.577796 3.425789 5.705945 3.919906 4.218151
## 68 3.687004 4.825208 3.849113 3.130820 6.365779 4.958196 3.756059
## 69 4.755750 3.633835 3.604150 3.727654 6.150288 5.083837 4.871418
## 70 5.675877 6.141637 5.810091 5.105882 5.948479 5.311224 6.277344
## 71 4.578721 4.546809 3.571901 3.755763 6.492578 5.489364 4.293464
## 72 3.102512 4.270886 3.880147 4.559818 5.750021 4.670485 4.646028
## 73 3.292273 4.318475 3.423130 3.622349 5.967024 4.956607 3.474604
## 74 4.420052 5.450715 5.236200 5.967982 6.113694 5.207779 6.057127
## 75 2.859372 3.951416 3.096173 3.314723 5.243870 3.885900 3.892861
## 76 4.900326 4.833580 4.090775 3.300758 6.482734 5.454163 4.479979
## 77 4.283145 5.029399 4.134834 2.876656 6.171619 4.848657 4.184042
## 78 4.596570 4.172578 3.876367 3.797776 5.683656 5.121904 4.082180
## 79 4.902938 4.941120 4.704241 4.153662 5.362705 4.111042 5.448432
## 80 3.311516 4.147320 3.834035 4.207585 4.874932 4.106451 3.474535
## 81 4.075713 4.784370 4.056014 3.328471 6.487150 4.975812 4.581660
## 82 2.176181 3.437812 2.349298 2.016837 4.936082 3.576925 2.633291
## 83 4.123021 4.510329 3.566121 4.124829 7.163345 5.724149 4.715652
## 84 4.971752 5.216386 4.677071 5.100794 6.549962 5.716929 4.152318
## 85 3.441243 3.810126 3.503547 3.944351 5.349905 4.059481 4.444944
## 86 3.010712 3.346205 2.856365 2.430709 5.227388 3.906407 3.843567
## 87 4.169519 4.439942 3.560277 3.776308 6.755650 5.373912 4.482947
## 88 4.379036 4.798036 4.126174 4.809577 7.231907 5.971996 5.120827
## 89 4.028738 4.157038 3.395123 3.914362 6.538527 5.241656 4.023002
## 90 4.080856 4.942523 3.934424 4.158968 7.131816 5.640655 4.300688
## 91 4.604673 4.477494 3.816457 3.887848 6.714543 5.427126 4.425539
## 92 4.405765 4.568513 3.936659 4.332285 6.876970 5.476633 4.669142
## 93 4.847087 4.935029 4.227787 4.381536 7.114171 5.702795 4.673163
## 94 3.374983 4.227517 3.709757 3.398380 4.958469 4.183611 3.414345
## 95 3.597247 3.948293 3.524171 3.326628 5.229899 4.311502 4.026983
## 96 5.575228 5.761196 5.796200 5.793855 5.525785 4.684946 6.593299
## 97 4.996978 4.489541 4.408084 5.167123 5.801294 5.681609 5.543096
## 98 3.621203 4.258184 3.476603 2.499954 5.618995 4.159342 3.771621
## 99 2.954970 4.186496 3.473350 3.093589 5.264545 3.301931 3.805338
## 100 4.274466 4.935957 4.518753 4.302595 5.664694 4.422721 4.494313
## 101 3.876171 4.807584 3.745737 2.422461 5.736785 4.570678 3.469774
## 102 4.112798 4.785985 3.750790 2.988668 6.269430 5.154022 3.789283
## 103 2.994365 3.526669 3.298153 3.719021 4.881540 4.016656 3.293889
## 104 4.339527 4.996204 4.067065 3.488486 6.439810 5.047799 3.937581
## 105 2.989687 4.396633 3.346327 2.789563 5.692434 4.305724 2.994867
## 106 4.839021 5.175117 4.900642 5.020190 6.740856 5.536050 4.691276
## 107 3.561558 4.373525 3.503250 3.163830 6.010744 4.665997 3.465608
## 108 4.135931 4.632610 3.854554 4.122273 6.572697 5.243348 4.066238
## 109 3.783773 4.754475 4.126316 3.584462 5.796936 4.114906 4.007095
## 110 3.158599 3.699796 3.417437 4.132876 5.371797 3.872460 4.463237
## 111 5.348147 6.647716 6.053951 5.761771 5.798314 4.939194 5.147473
## 112 3.419173 4.257769 3.540426 3.410880 5.439211 4.568701 3.136403
## 113 5.015229 3.852323 4.065182 4.980809 6.591552 5.771682 5.318446
## 114 4.170381 4.046130 3.496724 3.950969 6.745432 5.084964 4.857689
## 115 3.668263 4.037635 3.642923 4.102161 6.321870 4.906208 4.235258
## 116 5.482852 5.840151 5.205482 5.053368 7.868414 6.225711 6.022788
## 117 3.887919 4.931312 3.975708 3.545364 6.344563 5.023537 3.872244
## 118 3.358343 4.095927 3.563900 3.503900 5.530156 4.275419 3.967162
## 119 5.433430 5.449855 4.864731 4.474583 6.484618 6.047198 3.984422
## 120 4.134846 4.966649 4.110453 3.725992 5.705276 4.942757 3.166312
## 121 3.104323 3.866412 3.480343 3.818891 5.016433 3.774866 3.533002
## 122 5.701178 5.911517 6.395046 7.474457 7.227080 6.105015 7.186744
## 123 4.520167 4.993044 4.839593 5.689009 5.899764 5.595926 4.524033
## 124 4.651980 5.834383 5.336412 5.359734 5.109080 5.306525 3.238816
## 125 4.443374 5.787824 5.369244 5.608531 5.429555 4.997137 4.307517
## 126 3.374642 4.349441 3.738504 3.615233 5.695392 4.376213 3.364124
## 127 3.280577 4.252604 3.807935 4.001486 5.623705 3.942610 3.764877
## 128 5.040277 5.293895 4.924119 5.920567 7.511595 6.135223 5.632830
## 129 3.568366 4.597759 3.904535 4.203969 6.216771 4.694461 4.068193
## 130 4.505871 4.939113 4.225074 4.660214 6.143896 5.643240 3.356047
## 131 5.011606 4.367132 4.024165 4.216613 5.882155 5.456306 4.935097
## 132 4.974643 4.646510 4.142312 4.581423 6.003360 5.844298 4.278784
## 133 5.284829 5.322004 4.615132 5.211412 6.983451 6.411695 4.849985
## 134 4.983178 4.880547 4.218172 4.693282 5.951006 5.941348 4.142766
## 135 5.436009 4.989605 4.454839 4.645941 7.196026 5.813636 5.090912
## 136 5.710523 5.300915 4.849788 5.058085 7.112289 6.085157 5.006466
## 137 6.381670 5.861983 5.354065 5.988625 7.443508 7.255089 5.147942
## 138 6.495916 6.261913 5.985503 6.776160 7.477029 7.269674 5.591486
## 139 5.514415 5.359229 4.861571 5.039022 6.720556 6.160331 4.417943
## 140 4.735551 4.413477 4.137592 5.027531 6.409542 5.674396 4.577064
## 141 5.068522 4.416288 4.273627 5.102973 6.516697 5.999860 4.732352
## 142 4.623887 4.617857 3.974335 4.372921 6.234703 5.761348 3.861637
## 143 5.301349 4.793805 4.598301 5.469555 6.764105 6.420305 4.961637
## 144 5.012444 4.923089 4.524368 4.883837 5.721157 5.787856 3.654960
## 145 5.230655 5.193258 4.667461 4.912380 5.798738 5.687398 4.231650
## 146 5.134610 5.255181 4.524575 4.798613 6.184027 5.810186 3.955066
## 147 6.839930 6.794066 6.262879 6.482064 7.515287 7.695117 5.280499
## 148 5.819889 5.744978 5.331116 5.974195 6.816937 6.612693 4.658392
## 149 5.117018 5.180710 4.707128 5.327007 6.350475 5.712218 4.410558
## 150 5.621937 5.536168 5.254877 5.776768 6.176540 6.021799 4.926835
## 151 5.520440 5.405545 5.279309 6.097953 6.124868 6.076453 5.471447
## 152 5.637202 5.626874 5.395755 6.039739 6.485712 6.061710 5.499642
## 153 4.989534 4.907984 4.766652 5.830936 6.259444 5.603334 5.513780
## 154 5.932036 5.828995 5.586363 5.986960 6.691738 5.841723 5.355590
## 155 5.570587 5.510593 4.984492 5.152184 7.120173 5.818705 5.320178
## 156 6.272451 6.328358 5.892449 6.424465 7.018405 6.685328 5.084207
## 157 5.562037 5.590128 5.318259 5.802140 6.213898 5.900220 4.670864
## 158 5.905951 5.847086 5.380254 6.391365 7.737168 6.755066 5.672061
## 159 5.900444 6.378579 6.323444 7.248721 7.179366 5.861400 6.656358
## 160 5.403444 5.633440 5.453250 6.337256 6.925852 5.528729 5.872634
## 161 5.537681 5.440087 5.020971 5.570735 6.714133 6.071005 4.617972
## 162 4.838083 4.111198 3.973620 4.648725 5.806616 5.497618 4.375878
## 163 5.196262 4.651063 4.533362 5.261658 6.468283 5.861452 4.862527
## 164 5.054683 4.596307 4.219255 4.592362 5.808436 5.643917 4.096265
## 165 5.335206 5.503577 4.942293 5.412985 6.803451 6.137864 4.772729
## 166 5.765452 5.920428 5.374153 5.757655 6.917743 6.582523 4.664101
## 167 5.281040 5.124701 4.926986 5.807956 6.170607 5.764649 5.097760
## 168 5.457575 5.427608 4.866079 5.272881 6.711118 6.142723 4.610412
## 169 4.729065 4.741800 4.397679 5.477986 6.233320 5.575253 4.883582
## 170 5.383414 5.283658 5.203918 6.329311 5.937738 6.223835 5.088122
## 171 5.534985 5.170538 4.693730 4.984301 6.732984 6.289418 4.660322
## 172 6.143884 5.941099 5.532980 5.852959 7.538690 6.731084 5.512706
## 173 5.181772 5.069092 4.774156 5.413655 6.359517 5.727423 4.838029
## 174 6.101448 5.946438 5.661521 6.240204 6.460308 6.651071 4.750888
## 175 4.936232 4.951643 4.473007 5.282640 5.997682 5.645791 4.238775
## 176 5.858723 5.748933 5.492420 5.926571 6.057867 5.953599 5.054311
## 177 5.458172 5.103755 4.951309 5.508395 6.212624 5.466675 5.235400
## 178 5.944480 5.834041 5.742620 6.715819 6.864668 6.503497 5.568885
## 43 44 45 46 47 48 49
## 2
## 3
## 4
## 5
## 6
## 7
## 8
## 9
## 10
## 11
## 12
## 13
## 14
## 15
## 16
## 17
## 18
## 19
## 20
## 21
## 22
## 23
## 24
## 25
## 26
## 27
## 28
## 29
## 30
## 31
## 32
## 33
## 34
## 35
## 36
## 37
## 38
## 39
## 40
## 41
## 42
## 43
## 44 3.436934
## 45 2.632497 2.521861
## 46 3.014244 2.211858 3.250449
## 47 2.485419 2.724389 2.662775 2.394409
## 48 2.041808 3.159295 1.494457 3.334961 2.154927
## 49 2.812325 3.101072 2.428001 3.042117 2.289570 2.150507
## 50 2.902372 3.926076 2.731883 3.472963 2.795849 2.197283 1.839258
## 51 3.730001 4.470251 3.087162 5.122773 3.544821 2.594685 3.244930
## 52 2.599634 4.003063 3.208647 3.747534 2.899358 2.770837 2.022357
## 53 2.157091 4.027550 2.807595 3.578536 2.667743 2.351793 2.860057
## 54 2.877030 3.837751 3.323623 2.993311 3.154151 3.348066 2.303850
## 55 2.273304 2.981774 1.846337 2.726500 2.791159 1.871540 2.381302
## 56 2.774078 3.529694 2.416910 3.313512 2.942992 2.411455 1.752002
## 57 2.141135 3.243104 1.963801 2.889423 2.238944 1.556337 2.015748
## 58 2.136358 3.356581 2.849091 2.983799 2.931388 2.836947 2.171573
## 59 1.709760 3.916942 2.634960 3.486257 2.878836 2.023070 2.336989
## 60 7.606294 6.379089 6.227018 7.471409 7.540807 6.775800 7.340435
## 61 6.808522 5.443750 5.740182 6.139789 6.815375 6.564977 5.915400
## 62 6.300659 4.588258 4.913932 5.571599 6.262299 5.680337 5.335513
## 63 5.066336 4.057359 3.975419 4.604374 4.922349 4.363977 4.305050
## 64 4.146157 4.056183 3.092164 5.128152 4.412278 3.508458 3.963939
## 65 6.078694 4.749847 5.108739 5.649670 6.131275 5.950800 5.132007
## 66 4.150969 3.584265 3.205735 4.614460 4.408232 3.886919 2.997647
## 67 4.632107 4.429207 3.158680 5.607786 4.343254 3.161617 4.164664
## 68 5.170410 4.206372 3.840633 5.225123 5.338359 4.466649 4.839885
## 69 5.584596 4.583726 4.786581 4.868555 5.770473 5.490218 4.931340
## 70 6.706845 5.935007 5.013481 6.613229 6.376432 5.767135 5.869686
## 71 6.087789 4.385500 4.714776 5.325500 6.070586 5.576207 4.854851
## 72 4.628631 4.648750 4.577873 4.899735 4.707269 4.649301 3.936003
## 73 5.073557 3.748473 4.171204 4.388196 5.143055 4.661704 4.275924
## 74 5.808140 5.870772 5.319537 5.398624 5.824451 5.826607 5.096978
## 75 3.818705 3.940561 2.875752 4.542454 4.527781 3.664510 4.023230
## 76 6.209745 4.422275 4.601261 5.839792 6.068290 5.496197 5.395010
## 77 5.457239 4.457766 3.944646 5.654577 5.317909 4.309388 4.691345
## 78 5.882258 3.506734 4.442405 4.768805 5.725344 5.591508 5.228410
## 79 5.876865 4.896470 3.992188 5.926884 5.549805 4.851800 4.622995
## 80 5.025555 2.864660 3.864586 3.912045 4.109169 4.715695 3.927422
## 81 5.616332 4.617809 4.152536 5.875371 5.617272 4.932671 5.052450
## 82 3.825095 2.989232 2.638956 4.070794 3.796788 3.211673 3.132794
## 83 5.999094 4.945716 5.069896 5.772059 6.111312 5.822168 5.000163
## 84 6.529126 3.897654 5.329326 4.988867 5.773773 6.028438 4.979990
## 85 4.388258 3.941934 3.464932 5.282395 5.153825 4.273725 4.252907
## 86 4.514179 3.650065 3.251903 4.684795 4.686451 4.065027 3.968650
## 87 6.131793 4.505243 4.785724 5.595537 5.901266 5.644562 4.751217
## 88 6.357694 5.159209 5.432608 5.880273 6.448082 6.308806 5.453027
## 89 5.672953 3.967783 4.491370 5.120716 5.735787 5.504682 4.842143
## 90 5.862994 4.625979 4.727650 5.621165 5.918450 5.543725 5.136384
## 91 6.136768 4.279489 4.802274 5.702886 5.942795 5.682435 4.987533
## 92 6.248148 4.493737 4.911892 5.701091 6.205837 5.842388 5.019597
## 93 6.501167 4.623753 5.145830 5.839492 6.241868 5.915449 5.067903
## 94 4.699798 3.034921 3.427946 4.695718 4.338482 4.212377 4.277983
## 95 4.567265 3.623548 3.484304 4.919400 4.927268 4.372830 4.694129
## 96 6.477521 5.919481 5.058712 6.351883 6.022577 5.801032 5.256852
## 97 6.076972 4.937055 5.346831 5.537525 6.500357 6.230728 5.597057
## 98 4.794450 3.774901 3.264247 5.251292 4.670389 3.948232 4.233340
## 99 3.693499 3.814355 2.482890 4.846800 4.062233 2.912012 3.594737
## 100 5.613217 4.119557 4.251592 5.571450 4.582476 4.894643 4.342478
## 101 5.240491 3.861747 3.416115 5.017313 4.840888 4.243677 4.593901
## 102 5.626068 4.105304 4.082065 5.319258 5.531506 4.828755 4.837659
## 103 4.338874 2.595043 3.296185 3.813768 4.585055 4.341650 4.237684
## 104 5.776204 3.888537 3.924967 5.476172 5.603503 4.965691 5.068312
## 105 4.726373 3.403282 3.130479 4.488426 4.570882 3.986607 4.145873
## 106 6.526359 4.241623 5.069093 5.455428 6.128497 6.081924 5.492532
## 107 5.182470 3.590287 3.711576 5.027557 5.130013 4.539557 4.428696
## 108 5.943650 4.023933 4.591554 5.231530 5.777799 5.384047 4.627961
## 109 5.289013 3.621166 3.216108 5.302179 5.099815 4.280559 4.456859
## 110 4.252049 4.011079 3.487515 5.129215 4.837912 4.328773 4.016595
## 111 6.250884 4.619654 4.364667 6.195869 5.384943 5.167421 5.424806
## 112 4.792475 2.933255 3.557876 4.378025 4.791476 4.397796 4.506956
## 113 6.309927 4.787248 5.685622 5.474445 6.386692 6.588843 5.471967
## 114 5.665990 4.569932 4.483287 5.797485 6.083039 5.463577 4.948255
## 115 5.177300 3.959566 4.229722 4.986201 5.600770 5.155069 4.875621
## 116 7.242834 5.979411 5.788199 7.157757 6.834899 6.684904 6.055582
## 117 5.541883 3.989327 3.847027 5.376026 5.570817 4.870556 5.015280
## 118 5.279401 3.551200 3.621639 4.751756 5.170790 4.692787 4.330021
## 119 6.360848 3.871253 5.164008 5.315761 6.012199 5.846211 5.802535
## 120 5.590162 3.100151 3.903484 4.825931 4.935899 4.919125 4.820875
## 121 4.197502 2.956799 2.943072 4.351355 4.540146 4.107365 4.228322
## 122 6.627999 6.449964 6.481997 6.646873 7.222148 7.130626 6.460245
## 123 6.134567 3.839788 5.330125 4.681048 5.667877 6.207939 5.290093
## 124 5.632187 2.821417 4.664279 4.252863 4.482160 5.188553 5.123531
## 125 5.326585 3.798646 4.429999 5.339733 4.878726 5.025893 5.135307
## 126 4.836810 3.106548 3.390272 4.591920 4.897523 4.402805 4.562608
## 127 4.588331 3.286080 3.250569 4.712708 4.860853 4.087278 4.116520
## 128 6.887442 5.256937 5.874059 6.101140 6.849377 6.801765 5.646465
## 129 5.477039 3.797193 4.013233 5.133844 5.406718 4.938085 4.448031
## 130 5.853669 3.210050 4.822078 4.594984 5.431725 5.691522 5.172560
## 131 5.805297 4.583162 4.922053 5.249447 6.244295 5.560752 5.214383
## 132 5.979504 4.037822 5.234098 4.848422 6.109118 5.807859 5.263350
## 133 6.589596 4.816753 5.747382 5.502460 6.807322 6.338167 5.669644
## 134 5.985567 3.989647 5.247719 4.722131 6.003179 5.827460 5.317964
## 135 6.529986 4.898435 5.280229 5.941862 6.526427 6.023348 5.390365
## 136 6.861721 4.791074 5.615782 5.645758 6.633857 6.365047 5.642843
## 137 7.507501 4.974486 6.689744 5.811579 7.122399 7.454995 6.516418
## 138 7.861592 5.142359 6.985748 5.811917 7.170654 7.771538 6.602549
## 139 6.730632 4.303629 5.676003 5.061535 6.128413 6.271619 5.487440
## 140 6.178002 4.166108 5.338407 4.597234 6.009980 6.157492 5.123664
## 141 6.281864 4.346704 5.628025 4.893116 6.314260 6.382035 5.452447
## 142 5.709732 4.029457 5.041666 4.454801 5.797302 5.564038 5.074167
## 143 6.634468 4.686046 6.113110 4.968492 6.504189 6.737737 5.656311
## 144 6.130969 3.375771 5.363079 4.089565 5.254126 5.909636 5.070615
## 145 6.110384 4.007527 5.056349 4.720847 5.969858 5.735487 5.357523
## 146 6.340846 3.869512 5.129308 4.652315 5.835459 5.844078 5.140916
## 147 7.779328 5.268484 7.090074 6.025877 7.230576 7.483545 6.891900
## 148 6.797362 4.423975 6.110093 5.092280 6.509201 6.676929 5.963052
## 149 6.156677 4.150835 5.308655 4.779024 5.950314 5.783332 5.007054
## 150 6.574508 4.462559 5.729965 5.039818 6.405886 6.219290 5.526220
## 151 6.461204 4.951688 5.956772 5.199055 6.608921 6.334798 5.512012
## 152 6.488605 5.030407 5.782995 5.594666 6.809794 6.207610 5.690734
## 153 6.094449 4.887113 5.497315 5.325992 6.460566 6.014906 5.099007
## 154 6.853840 4.894505 5.759163 5.642992 6.368267 6.219686 5.355842
## 155 6.822496 5.044100 5.328709 5.958476 6.806655 6.091893 5.498922
## 156 7.399963 4.785829 6.393309 5.461589 6.564088 6.958217 5.945419
## 157 6.445765 4.244208 5.695792 4.984864 5.906913 6.010077 5.208135
## 158 7.354656 5.484042 6.450725 5.810087 7.192376 7.201382 5.993122
## 159 6.784343 6.218573 6.308140 6.294459 6.647461 6.329663 5.191305
## 160 6.325503 5.448323 5.677178 5.905714 6.354753 5.897800 4.894383
## 161 6.542337 4.190390 5.555049 5.187662 6.330776 6.260213 5.646776
## 162 5.965322 4.009790 5.320357 4.221428 5.617475 5.881851 4.778400
## 163 6.598205 4.338222 5.640085 4.907045 6.289688 6.470772 5.365376
## 164 6.039665 3.725105 5.107512 4.514877 5.856142 5.808638 5.162154
## 165 6.519532 4.787439 5.744191 5.203797 6.349491 6.050619 5.254245
## 166 7.130223 4.577145 6.166673 5.239576 6.397476 6.661952 5.699716
## 167 6.441232 4.699746 5.797152 4.862306 6.104065 6.181577 4.932720
## 168 6.458809 4.581346 5.637478 5.241034 6.338054 6.071739 5.455158
## 169 6.039849 4.621561 5.473720 4.769556 6.022679 5.873074 4.600492
## 170 6.283125 4.588613 6.110640 4.535839 6.212409 6.505675 5.518983
## 171 6.641636 4.374150 5.581412 5.433440 6.674952 6.393346 5.920170
## 172 7.137342 5.341827 6.223494 6.105120 7.245300 6.748604 6.262187
## 173 6.045456 4.657555 5.547768 4.942109 5.987539 5.734320 4.877680
## 174 6.971307 4.476199 6.379131 4.812758 6.215739 6.802491 5.880625
## 175 6.150824 3.949996 5.348971 4.380959 5.701607 5.866860 4.751661
## 176 6.714846 4.630157 5.773266 4.924081 6.239636 6.258678 5.485456
## 177 6.450852 4.733253 5.392054 5.084945 6.267698 6.001320 5.071200
## 178 6.985520 5.116612 6.539190 5.254350 6.566450 6.878370 5.648999
## 50 51 52 53 54 55 56
## 2
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## 50
## 51 3.134750
## 52 2.537135 3.175682
## 53 2.257901 3.704561 3.350616
## 54 2.324751 4.434401 2.635589 2.471789
## 55 2.367765 3.573516 2.901088 2.760099 2.671875
## 56 2.388764 3.621795 2.520189 3.060537 2.650665 2.193587
## 57 2.064318 3.548403 2.965008 1.964923 2.569711 1.467545 1.996431
## 58 2.356950 3.809113 2.154669 2.351717 1.418247 2.531829 2.519267
## 59 2.154057 3.374014 2.702289 1.825514 2.503293 2.253806 2.021170
## 60 7.656826 6.907087 7.682653 7.848213 7.804310 6.498772 7.859086
## 61 6.389933 7.110099 6.422708 6.671983 5.540892 5.835836 6.652068
## 62 5.744623 6.377901 6.232977 6.239671 5.550038 5.092302 6.043692
## 63 4.794586 5.332735 4.744695 5.440450 4.877851 3.910681 5.021971
## 64 4.480851 4.134599 4.234063 4.440088 4.963051 4.155085 4.066344
## 65 5.884297 6.457606 5.361141 6.335523 5.150318 5.253698 5.618659
## 66 3.914490 4.151797 3.353654 4.376938 3.569142 3.704427 3.467858
## 67 4.408386 3.238763 4.545028 4.715369 5.612780 4.346325 4.807195
## 68 5.204890 5.157177 4.873167 5.853592 5.640034 4.490788 5.220438
## 69 5.476830 6.666095 5.673597 5.518420 4.446180 4.616347 5.541986
## 70 6.179534 5.799871 6.222853 6.751333 6.382449 4.952363 5.298730
## 71 5.739057 5.967162 5.358980 6.655145 5.336663 4.730134 5.143763
## 72 5.018233 5.821634 3.962704 5.437239 4.915487 4.862833 4.176406
## 73 5.211652 5.964409 4.734538 6.020752 5.205137 4.297057 4.662740
## 74 5.564763 7.145228 5.453612 5.956107 5.077792 5.209676 4.093852
## 75 4.576967 4.635051 4.100649 4.480265 4.420578 3.560618 3.332026
## 76 5.903853 5.532141 5.735327 6.515575 5.933451 5.014148 5.849209
## 77 5.147604 4.543073 5.056694 5.863324 5.840474 4.397300 5.313937
## 78 5.933433 6.317575 5.800355 6.292260 5.330031 4.698017 5.483222
## 79 5.150175 4.724579 5.367030 5.676463 5.246448 4.245198 4.537447
## 80 5.005713 5.719712 4.668372 5.292969 4.642433 4.675121 4.302804
## 81 5.652005 5.337698 5.119937 6.031584 5.835860 4.994490 5.415229
## 82 3.911188 3.763993 3.112259 4.597610 4.185969 3.311198 3.627693
## 83 5.967013 6.354508 4.953837 6.628865 5.465460 5.584907 5.414305
## 84 6.010609 6.755758 6.008820 6.821361 5.745515 5.813071 5.885404
## 85 5.227153 4.666529 4.261940 5.397030 5.063412 4.211321 4.033201
## 86 4.741087 4.839991 4.064940 5.115134 4.570237 3.686269 4.277894
## 87 5.749381 6.065649 5.096941 6.539145 5.401810 5.292910 5.272420
## 88 6.306772 6.938971 5.365994 6.987369 5.718301 5.891744 5.599806
## 89 5.722867 6.095551 5.105592 6.226041 5.147325 5.164994 5.262097
## 90 6.060099 6.271127 5.211717 6.571694 5.779580 5.557291 5.569118
## 91 5.991152 5.936230 5.373478 6.568788 5.611561 5.468935 5.758451
## 92 5.986924 6.315886 5.389605 6.777711 5.622399 5.475678 5.532685
## 93 6.100797 6.403864 5.716575 6.893976 5.833904 5.694750 5.944163
## 94 5.260237 4.681320 4.440021 5.464967 5.334095 4.413883 4.594692
## 95 5.288488 5.006480 4.820845 5.174109 5.179125 4.233240 4.553789
## 96 5.761108 6.032393 6.002987 6.089969 5.532773 5.106507 4.571511
## 97 6.482262 6.881351 5.830623 6.899110 5.623289 4.989439 4.934871
## 98 4.896973 4.118169 4.460528 5.153416 5.222622 4.256830 4.779078
## 99 3.958300 3.666983 4.053393 3.824906 4.582366 3.756755 3.733411
## 100 5.308807 4.776075 4.797858 5.551820 5.431399 5.438729 5.067317
## 101 4.921080 4.476966 4.834147 5.510741 5.335061 4.086841 4.892621
## 102 5.603191 5.299342 5.074462 6.359141 5.740347 4.491942 5.289348
## 103 5.141102 5.704296 4.716437 5.195187 4.682377 3.986445 4.259527
## 104 5.871641 5.558783 5.697527 6.156267 5.910988 4.970807 5.432496
## 105 4.820942 4.846911 4.335062 5.415286 5.027303 3.995726 4.491401
## 106 6.358231 7.043497 6.192354 6.886072 6.019035 5.825799 6.146088
## 107 5.217170 4.994265 4.612598 5.917136 5.370033 4.504262 4.986822
## 108 5.698382 6.106948 5.265333 6.570548 5.545911 5.114231 5.290280
## 109 5.325289 4.947852 5.175948 5.675551 5.608163 4.479480 4.787325
## 110 4.958270 4.759494 3.954592 4.972074 4.604306 4.451460 3.767358
## 111 6.204317 5.060659 6.292954 6.325645 6.758261 5.740534 5.134069
## 112 5.467767 5.561062 5.038591 5.651103 5.397167 4.328130 4.747424
## 113 6.181180 7.172186 5.698750 6.564156 5.013845 5.837208 5.953199
## 114 5.779469 5.983919 5.258884 6.046241 5.298043 5.236193 5.198714
## 115 5.677760 6.328293 5.201032 5.843453 5.227867 4.982205 5.155933
## 116 6.723422 6.592563 6.124644 7.205306 6.540095 6.744284 6.523902
## 117 5.801789 5.508329 5.227154 6.306582 5.876078 4.754179 5.162852
## 118 5.289086 5.708106 4.921515 5.853113 5.122191 4.184080 4.396514
## 119 6.571686 6.515325 6.493785 6.960033 6.484194 5.591297 6.563416
## 120 5.801910 5.349987 5.266782 6.217536 5.750664 4.898026 5.239686
## 121 4.926092 4.984616 4.572901 4.830828 4.701799 4.119896 4.031693
## 122 6.787931 8.301501 6.824344 6.797285 6.270574 6.888348 6.018355
## 123 6.452169 7.333717 5.902113 6.835891 5.776777 5.821578 5.387411
## 124 6.142294 6.152689 5.930225 6.359966 6.304438 5.506622 5.511058
## 125 6.130220 5.446588 5.458269 6.192791 6.387140 5.656999 5.064540
## 126 5.323700 5.511662 5.059115 5.494044 5.333933 4.497927 4.846923
## 127 4.975313 5.301182 4.942805 5.148512 5.133434 4.389677 4.413634
## 128 6.695998 7.665885 6.265387 7.272516 6.023325 6.501930 5.882410
## 129 5.596673 5.923407 5.123285 6.123501 5.515132 4.947053 4.726979
## 130 6.196588 6.452411 5.730952 6.582211 5.783012 5.520475 5.633656
## 131 5.914139 6.357302 5.897430 6.429604 5.458524 4.354887 5.172124
## 132 6.070669 6.591894 5.946888 6.791969 5.730202 4.880854 5.497997
## 133 6.505270 7.209311 6.383746 7.414590 6.238028 5.513952 5.841483
## 134 6.143720 6.632280 6.028704 6.782891 5.795766 4.947470 5.366956
## 135 6.117228 6.505236 6.249092 6.607700 5.718370 5.690910 6.151542
## 136 6.175814 6.954528 6.613984 6.892131 5.829815 5.791130 6.384727
## 137 7.442191 8.027472 7.209956 8.004016 6.649329 6.796661 7.096085
## 138 7.556172 8.579820 7.531715 8.151949 6.790816 7.217873 7.145537
## 139 6.275100 7.083640 6.451629 6.993225 5.918360 5.791309 6.392891
## 140 6.020115 7.330014 5.990570 6.491014 5.093998 5.439603 5.513825
## 141 6.349542 7.394314 6.052230 6.880245 5.414273 5.566632 5.966765
## 142 5.777782 6.577688 5.568409 6.532974 5.371997 4.805341 5.570132
## 143 6.631471 7.897915 6.317794 7.258060 5.706499 5.904607 6.203848
## 144 6.056088 6.841793 5.965953 6.573155 5.526762 5.449146 5.870558
## 145 5.726723 6.208242 6.095784 6.578303 5.634229 4.797960 5.422080
## 146 6.093802 6.679881 6.159114 6.834891 5.700611 5.144269 5.591400
## 147 7.816957 8.251297 7.695770 8.528532 7.575467 7.013240 7.634234
## 148 6.679617 7.515820 6.826259 7.331496 6.310283 6.183519 6.492804
## 149 5.739046 6.678160 6.133063 6.522382 5.576833 5.336942 5.543346
## 150 6.053153 7.024824 6.639782 6.975839 6.020499 5.404236 5.747756
## 151 6.193069 7.359569 6.517016 7.095730 5.995716 5.346176 5.393216
## 152 6.117746 6.979100 6.641688 7.031633 6.225827 5.430411 5.614950
## 153 6.042439 7.135554 6.155663 6.660420 5.620146 5.268359 4.840280
## 154 5.848091 6.666968 6.645273 6.722114 5.913263 5.919502 6.082225
## 155 6.054482 6.687250 6.582886 6.934469 6.000417 5.480861 5.924109
## 156 6.713607 7.592907 7.143295 7.518578 6.454223 6.595635 6.651865
## 157 5.990914 6.756170 6.386064 6.767326 5.985316 5.753504 5.980701
## 158 6.704760 8.093411 6.949592 7.525272 6.025239 6.581700 6.338111
## 159 5.702466 7.166292 6.506711 6.592282 5.972047 6.415424 5.536025
## 160 5.478830 6.565361 6.094030 6.277051 5.614149 5.931181 5.356428
## 161 6.335308 7.052978 6.705985 6.805621 6.038788 5.916743 6.137645
## 162 5.584643 6.892308 5.670696 6.232231 4.727078 4.964987 5.442120
## 163 6.189184 7.417508 6.249771 6.850179 5.349728 5.640332 5.902945
## 164 5.948408 6.609926 5.995857 6.591779 5.420987 4.884247 5.589558
## 165 5.840151 6.868833 6.196832 6.973659 5.909450 5.505645 5.879672
## 166 6.589834 7.454905 6.694425 7.557784 6.385715 6.196011 6.505023
## 167 5.484080 6.905725 6.015712 6.594818 5.250064 5.432958 5.299294
## 168 5.854433 6.560772 6.231664 6.843857 5.899087 5.543653 6.005753
## 169 5.427956 6.786794 5.535577 6.531979 5.048309 5.109997 4.856090
## 170 6.274422 7.619672 6.349961 6.958302 5.711834 5.674848 5.465805
## 171 6.638753 7.049381 6.577532 7.273901 6.225222 5.606946 6.292205
## 172 6.678645 7.421216 7.100168 7.503986 6.644770 6.215681 6.825919
## 173 5.511906 6.628752 5.882118 6.438336 5.427182 5.257192 5.578372
## 174 6.605055 7.629603 6.892298 7.303877 6.187531 6.269236 6.578977
## 175 5.651222 6.745126 5.874192 6.533255 5.242807 5.216153 5.198955
## 176 5.849744 6.952779 6.685313 6.789581 5.757192 5.410626 5.759279
## 177 5.508911 6.766241 6.297807 6.405970 5.191477 5.108075 5.393082
## 178 6.478168 7.958251 6.840563 7.232302 6.031809 6.436522 6.257341
## 57 58 59 60 61 62 63
## 2
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## 51
## 52
## 53
## 54
## 55
## 56
## 57
## 58 2.645232
## 59 1.951359 1.959179
## 60 7.259955 7.415365 7.860747
## 61 6.390929 5.540830 6.872208 4.929214
## 62 5.665426 5.384391 6.276209 4.242134 2.265278
## 63 4.584511 4.620816 5.324043 4.001394 3.660757 2.972402
## 64 4.164240 4.106577 4.255114 6.174380 5.848106 5.200009 4.038796
## 65 5.776676 4.936199 6.284861 5.857747 2.838597 3.462039 3.518266
## 66 3.958424 2.981299 4.011549 6.393786 4.283129 4.110689 3.877903
## 67 4.295968 4.931187 4.782031 5.515287 6.333602 5.340749 4.068247
## 68 5.151644 4.982212 5.622128 4.709851 4.835874 4.041207 2.671691
## 69 5.072872 4.598815 5.661686 5.255866 2.093787 2.478848 3.193900
## 70 5.497864 6.526426 6.468871 6.685212 7.000008 6.563517 5.725825
## 71 5.650477 5.099096 5.983672 5.248354 3.840978 3.374435 3.669757
## 72 4.746346 4.406807 4.954697 8.083244 6.523058 6.268263 4.674045
## 73 4.911882 4.738053 5.414953 5.834266 4.848601 3.995866 2.688227
## 74 5.205723 5.290212 5.433786 9.735157 7.781119 7.717650 6.609882
## 75 3.981750 3.699445 3.820357 6.419070 5.904358 5.480612 4.400203
## 76 5.819408 5.472710 6.366260 3.661638 3.454570 2.839025 2.948097
## 77 4.978511 5.310465 5.645742 3.630276 4.777866 3.656814 2.203353
## 78 5.489942 5.097815 6.173418 5.052928 3.340909 3.003403 3.666002
## 79 4.629384 5.349054 5.457562 6.131730 5.630531 5.140105 5.086468
## 80 4.673846 4.340095 5.301969 7.367913 5.414422 5.184474 4.606393
## 81 5.435647 5.235299 5.967678 4.957519 4.615792 4.324067 3.109732
## 82 3.860901 3.432665 4.184174 5.527582 4.865546 4.327983 2.868099
## 83 6.070972 4.960049 6.205539 6.499038 4.275362 4.582202 3.942272
## 84 6.103329 5.528201 6.616133 6.906128 4.611505 3.906195 4.734706
## 85 4.634668 4.273157 4.664225 6.661905 5.840546 5.309052 4.952443
## 86 4.233587 4.140509 4.942411 5.057417 4.097363 3.838840 2.513419
## 87 5.808088 5.029326 6.199407 5.873633 3.667867 3.753082 3.417287
## 88 6.387729 5.318057 6.607143 7.344884 4.880859 5.227278 4.709151
## 89 5.735741 4.616386 5.915129 6.120180 3.769282 3.809455 4.073000
## 90 6.014065 5.179563 6.223500 6.159216 4.674502 4.625788 3.973894
## 91 5.968391 5.155929 6.368424 5.367851 3.310710 3.274775 3.742852
## 92 5.998927 5.253590 6.425566 6.145441 3.833422 3.655233 4.039438
## 93 6.149385 5.517960 6.605877 5.751250 3.559803 3.194032 3.858330
## 94 4.720036 4.614755 5.297155 5.801842 5.437403 4.927244 3.891539
## 95 4.695435 4.391704 4.973372 5.555283 5.150088 4.672522 3.884468
## 96 5.123509 5.951205 5.845721 8.651884 7.436249 7.249277 6.921027
## 97 5.795284 5.453151 6.085825 7.378435 5.892872 5.689449 5.576797
## 98 4.635723 4.507115 5.089218 4.542896 4.606014 4.045909 2.968728
## 99 3.762393 3.654464 3.584626 6.286837 5.917830 5.182332 4.261035
## 100 5.275876 4.953134 5.753913 7.099737 5.811151 5.694744 5.118739
## 101 4.818389 4.845469 5.411411 4.154690 4.691968 4.089840 2.743305
## 102 5.325785 5.265758 5.944919 3.940131 4.257598 3.510064 2.389709
## 103 4.421999 4.110996 4.908666 6.340803 4.908594 4.344979 4.008626
## 104 5.488512 5.312452 5.951392 4.264041 4.162287 3.355061 3.254609
## 105 4.584646 4.472800 5.151006 5.142495 4.807021 4.212808 2.877803
## 106 6.159992 5.808502 6.908257 6.674000 4.380708 4.058270 4.634777
## 107 5.127616 4.731184 5.596812 5.128242 4.448947 3.793885 3.197235
## 108 5.647489 5.143709 6.098165 5.978297 4.180264 3.511580 3.693925
## 109 4.784602 5.090546 5.483959 5.179085 4.911425 3.978030 3.729372
## 110 4.616414 3.795422 4.411324 7.594835 6.065793 5.891689 5.446512
## 111 5.667595 6.250968 6.006312 7.834868 8.020505 7.117739 6.870447
## 112 4.837089 4.669391 5.275244 5.345725 4.892674 4.061485 3.236963
## 113 6.290795 4.867723 6.542876 7.529619 3.646061 4.420720 5.193202
## 114 5.662314 4.676296 5.733919 6.032399 3.790452 3.784202 4.106676
## 115 5.367893 4.605471 5.624562 6.413544 4.399791 4.134117 4.003534
## 116 6.962944 6.160325 7.314052 6.949891 4.995284 5.538010 5.209837
## 117 5.427226 5.266132 5.915335 4.987675 4.876720 4.260446 3.491236
## 118 4.733756 4.795877 5.483288 5.825613 4.537321 4.001499 3.340170
## 119 6.231364 5.987556 6.817200 4.373074 4.330123 3.136804 3.791993
## 120 5.428062 5.196313 5.997712 5.330937 5.011594 4.463676 4.033585
## 121 4.457101 3.897433 4.517629 6.778037 5.587758 5.085217 4.886583
## 122 6.769465 5.991659 6.563221 11.179959 8.276220 8.148325 8.256138
## 123 6.052187 5.473176 6.495589 8.446673 6.154730 5.911478 5.813713
## 124 5.617950 5.715544 6.144641 7.535849 7.137119 6.208215 5.667831
## 125 5.648234 5.543895 5.766315 8.328284 7.880161 7.136572 6.569567
## 126 4.904925 4.606284 5.306698 5.789168 4.894382 4.162468 3.754003
## 127 4.558984 4.383439 4.776298 6.519604 5.357254 4.367659 4.335352
## 128 6.735736 5.717126 6.855131 8.515160 5.407404 5.433992 5.933655
## 129 5.260117 4.954487 5.635351 6.587425 5.097304 4.477175 4.172036
## 130 6.011107 5.162258 6.243248 6.547036 5.067953 4.553288 4.747152
## 131 5.314565 5.256759 5.686618 5.351547 4.590226 3.650056 4.003750
## 132 5.759825 5.346826 6.068652 5.822650 4.793370 3.647288 4.123684
## 133 6.351184 5.865791 6.543582 6.424313 5.154411 4.009357 4.551650
## 134 5.795097 5.366529 5.996569 6.067706 5.255878 4.199767 4.377044
## 135 6.106228 5.495789 6.443073 5.293151 3.121197 2.356210 4.242556
## 136 6.308946 5.757247 6.773601 5.785354 3.452023 2.430932 4.535619
## 137 7.418238 6.391355 7.650530 6.962525 4.709368 4.438139 5.654896
## 138 7.543994 6.718457 7.957944 8.345011 5.566783 5.275582 6.395004
## 139 6.236654 5.843746 6.893634 5.859742 3.959124 3.049028 4.172613
## 140 5.808766 5.069408 6.268399 6.963164 3.929236 3.672959 4.499400
## 141 6.124199 5.316155 6.583754 6.735112 3.901897 3.664876 4.607697
## 142 5.594015 5.122187 6.039187 5.693642 4.432551 3.535996 3.710838
## 143 6.411345 5.677088 6.917607 7.156192 4.318419 4.100960 4.640663
## 144 5.809291 5.379842 6.467759 6.431820 4.699478 4.063399 4.353206
## 145 5.664167 5.418865 6.033111 6.232527 5.452489 4.230889 5.015892
## 146 5.802025 5.590466 6.319513 5.959141 4.783616 3.800566 4.469770
## 147 7.599997 7.281511 8.104139 6.737879 6.071445 5.000353 5.587016
## 148 6.668174 6.016280 6.954855 7.264787 5.546099 4.513979 5.603251
## 149 5.715915 5.373183 6.043233 6.855505 5.207535 3.858701 4.956602
## 150 5.993974 5.865495 6.369838 7.302702 5.922273 4.454907 5.502780
## 151 5.915019 5.888095 6.201559 8.121558 6.597888 5.354123 5.868915
## 152 6.023609 5.949200 6.208277 7.640733 6.477503 4.934175 5.871342
## 153 5.598810 5.431536 5.738539 8.051052 6.163596 5.127795 5.687358
## 154 6.075144 5.927908 6.539714 7.430368 5.604963 4.300865 5.902514
## 155 6.034836 5.930590 6.520584 5.876172 4.342988 2.900920 4.698304
## 156 6.854946 6.412011 7.286227 7.852382 5.886872 4.930965 6.185960
## 157 5.951600 5.814444 6.453030 7.264756 5.814455 4.448126 5.444060
## 158 6.945378 6.038793 7.099344 8.313698 5.270652 4.824988 6.125043
## 159 5.966805 6.104699 6.149867 9.939931 7.799056 6.718863 7.358792
## 160 5.736743 5.507342 5.830188 8.649121 6.566328 5.432782 6.415959
## 161 6.286534 5.677402 6.525290 6.756587 4.962252 3.761922 5.290246
## 162 5.418920 4.890218 6.058228 6.485306 3.733160 3.307411 4.047181
## 163 6.085384 5.439824 6.689466 6.982880 3.824021 3.514630 4.767277
## 164 5.640792 5.270499 6.161667 5.777454 4.277404 3.284086 4.251082
## 165 6.011464 5.765356 6.438532 6.755901 5.308815 3.891327 4.641942
## 166 6.621154 6.295083 7.241250 6.907051 5.201013 4.189608 4.934095
## 167 5.739109 5.354111 6.117633 8.071512 5.758402 4.758870 5.610775
## 168 6.135912 5.609177 6.416685 6.449655 5.127727 3.761263 4.859870
## 169 5.505952 5.060715 5.780222 7.907361 5.630330 4.727395 5.261605
## 170 6.056414 5.602936 6.271175 8.726679 6.741547 5.872943 6.232597
## 171 6.419558 5.886784 6.835176 5.502411 4.196927 3.138296 4.437717
## 172 6.794248 6.374507 7.145539 6.339106 4.936530 3.435899 5.099056
## 173 5.569465 5.350422 5.964756 7.096369 5.418783 4.128639 4.928974
## 174 6.610664 6.154175 7.085326 7.770746 5.943499 5.063347 5.934370
## 175 5.620048 5.185103 5.988686 7.279385 5.271608 4.281622 5.041490
## 176 5.876543 5.894250 6.404695 7.497790 6.014415 4.736545 5.842171
## 177 5.521052 5.440777 6.048382 7.232935 5.085768 3.978312 5.429261
## 178 6.503020 6.089586 6.884659 8.774406 6.261022 5.360441 6.311343
## 64 65 66 67 68 69 70
## 2
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## 65 4.541754
## 66 3.088890 2.921952
## 67 2.756098 5.718463 4.187030
## 68 3.298279 4.083525 3.919688 3.416213
## 69 5.412618 3.396285 4.055916 6.004633 4.775718
## 70 5.996026 5.976026 5.591065 6.144889 6.117435 6.657151
## 71 5.457662 3.655530 3.669716 5.816343 4.159194 3.836878 5.445872
## 72 3.432898 4.617910 3.761207 5.048688 4.523513 5.802460 7.103952
## 73 4.068561 3.825897 3.797412 4.786572 2.697483 4.183292 6.421202
## 74 5.663714 6.190554 5.460502 7.370374 6.737060 6.816690 6.112117
## 75 2.607573 4.836781 3.433342 4.363423 3.725683 5.138756 5.367909
## 76 4.349428 2.953360 3.652416 4.566292 3.046803 4.152078 5.170443
## 77 3.534475 4.258097 3.942286 2.795636 2.379725 4.732787 5.376043
## 78 5.089051 2.953246 3.792899 5.738683 3.947832 3.420124 5.387490
## 79 5.342657 5.060279 4.056274 5.204606 5.643270 5.335884 2.751635
## 80 3.918786 3.920991 3.419728 5.079929 4.437600 5.032423 6.220075
## 81 2.677723 3.204833 3.381962 3.470394 2.121881 4.832466 5.586839
## 82 2.591279 3.630310 2.383255 3.048953 2.157556 4.563261 5.421215
## 83 4.190681 2.830734 3.167977 5.414102 3.363129 4.527510 6.862767
## 84 5.922781 4.503801 4.410191 6.120300 4.960771 4.596808 7.697331
## 85 3.620504 4.502061 2.748440 4.524802 4.015355 5.393079 5.670048
## 86 2.965437 2.634012 2.532855 3.739511 2.408097 3.793573 4.840768
## 87 4.149443 2.087745 2.814844 5.113482 3.382883 4.095823 5.997459
## 88 4.688073 3.032666 3.690263 6.161771 3.917904 5.124125 6.839235
## 89 4.457844 3.036721 3.028327 5.361179 3.381841 4.014778 6.729221
## 90 4.114930 3.830231 3.737454 4.918646 2.782783 4.736109 7.132282
## 91 4.684186 2.810081 3.040908 4.994706 3.565844 3.922085 6.586611
## 92 4.833841 2.861822 3.164540 5.440516 3.509959 4.206726 6.521377
## 93 5.302234 3.495905 3.634978 5.380206 3.974189 3.912674 7.065854
## 94 2.810400 3.843411 3.147390 3.571649 3.005383 5.280897 5.521772
## 95 2.208295 3.656345 3.162752 4.067951 3.106057 4.887495 5.381221
## 96 6.453838 6.419481 5.323376 6.983887 7.471553 6.816311 3.327531
## 97 5.875241 4.419281 4.430978 7.287564 5.827203 5.375972 4.877740
## 98 2.270201 3.621581 2.844317 2.459712 2.424579 4.636681 5.394199
## 99 1.380132 5.031381 3.106502 2.608325 3.622677 5.347964 6.166003
## 100 3.640803 4.415817 3.336847 4.063544 4.776124 5.968957 6.249600
## 101 3.389328 4.014577 3.798046 3.374437 2.406638 4.770609 4.569733
## 102 4.226512 3.705099 3.789537 4.074337 2.150430 4.265128 5.265414
## 103 3.687207 3.811296 3.277115 4.852936 3.329096 4.200855 6.133666
## 104 3.483806 3.815468 3.632392 3.902432 2.603068 4.207178 5.854257
## 105 3.300380 4.000671 3.481712 3.469635 1.545221 4.533122 5.591684
## 106 5.575654 4.015526 4.372788 5.802931 4.196355 4.450233 7.234439
## 107 3.757197 3.574383 3.119918 3.767790 1.968996 4.534274 5.967065
## 108 4.859475 3.568406 3.414531 5.130807 3.482341 4.140187 6.658680
## 109 3.345779 4.187191 3.307412 3.299872 2.876646 4.669245 5.371295
## 110 3.365368 4.539392 2.522663 4.777654 4.494976 5.669111 6.134154
## 111 4.973885 7.060122 5.344882 5.087241 6.159960 7.670208 5.696126
## 112 3.088328 3.831730 3.507113 4.137012 2.656179 4.381624 6.127573
## 113 5.838248 2.647846 3.595736 7.002107 5.338080 4.081250 7.358013
## 114 3.534893 2.618608 2.425784 4.995470 3.497223 3.993449 6.501828
## 115 3.723931 3.400630 3.298612 5.015333 3.070101 4.075176 7.084389
## 116 4.468528 3.513540 4.000414 5.432325 4.540674 5.871555 6.691898
## 117 3.681514 3.970849 3.725586 4.087037 2.005092 4.820938 5.544984
## 118 3.675875 2.983249 3.029913 4.631364 3.130145 4.158249 4.789879
## 119 5.644253 4.768607 5.007697 5.397835 4.005845 4.344742 7.316345
## 120 4.302571 4.291047 3.897213 4.413957 3.310909 5.036484 5.769649
## 121 3.267642 4.507243 3.101347 4.521969 3.767768 5.129940 6.087160
## 122 6.531546 6.734854 5.788560 8.281843 7.615736 7.677670 8.970005
## 123 5.583009 4.660723 4.587430 6.875971 5.466490 5.741349 7.325958
## 124 5.208489 6.214617 5.401386 5.506124 5.224240 6.615254 7.446245
## 125 4.468929 6.447313 4.861416 5.145513 5.326744 7.479185 7.212181
## 126 3.149242 3.994499 3.420482 3.980540 2.525579 4.552079 6.439248
## 127 3.238383 4.550935 3.185291 4.002232 3.488006 4.736429 6.801595
## 128 5.656814 4.236257 4.140547 7.009253 5.486843 5.365270 7.935762
## 129 3.715685 3.838011 3.156605 4.657156 3.435466 4.756431 6.385460
## 130 5.058798 4.477402 4.255359 5.790252 4.213458 4.985227 7.414773
## 131 5.702165 4.385376 4.393287 6.362811 5.117131 3.829016 5.394551
## 132 5.802718 4.415315 4.542987 6.458018 4.816491 4.325469 6.566680
## 133 6.155240 4.814917 4.918524 6.874747 4.959379 4.712978 7.169133
## 134 5.649311 4.714177 4.740640 6.574293 5.010932 4.729618 6.502561
## 135 5.755091 4.321452 4.185385 5.806528 4.686242 3.267855 7.439539
## 136 6.471319 4.656376 4.829702 6.490723 5.112434 3.605457 7.577017
## 137 7.231339 5.061898 5.582250 7.833550 6.093065 4.915963 8.399917
## 138 7.490526 5.457129 5.950270 8.279630 6.702571 5.589703 8.806392
## 139 6.438989 4.709582 5.105527 6.424291 4.981553 3.849778 7.752574
## 140 5.750598 3.812031 4.320415 6.806234 4.975675 3.407518 7.413617
## 141 6.330267 3.990153 4.545522 7.009098 5.032644 3.546897 7.625587
## 142 5.958605 4.671674 4.776728 6.180963 4.131378 3.854989 7.194283
## 143 6.573076 4.128752 4.986107 7.409736 5.387656 3.846659 7.943467
## 144 6.034320 4.649053 4.941478 6.404934 5.122592 4.338778 7.518782
## 145 6.370985 5.463056 5.129185 6.630678 5.265406 5.133423 6.286703
## 146 6.365552 5.135628 4.987147 6.508306 5.186786 4.264366 6.716712
## 147 7.726902 6.352411 6.705125 7.730432 6.255482 5.846376 8.898677
## 148 6.904783 5.771725 5.676387 7.303002 5.746510 5.239872 8.559336
## 149 6.224117 5.473600 4.950204 6.502056 5.350807 4.610493 7.810715
## 150 6.782476 5.787697 5.464543 7.203475 6.060539 5.370141 7.327590
## 151 6.863624 5.938858 5.535820 7.678618 6.526131 5.733826 7.197267
## 152 6.637554 6.107271 5.478672 7.214397 6.073138 5.835656 7.387918
## 153 5.934665 5.353655 4.681406 7.171604 6.106891 5.200022 7.104636
## 154 7.010872 6.167411 5.402692 6.794973 6.328855 5.311752 8.019068
## 155 6.327000 5.070129 4.782451 6.288019 5.109724 4.120356 6.828778
## 156 7.454561 6.276046 5.983899 7.566781 6.607539 5.684822 8.575189
## 157 6.662346 5.971294 5.404724 6.630918 5.911960 5.310264 8.209047
## 158 7.173003 5.525609 5.449707 7.956079 6.300179 5.014981 8.577021
## 159 7.194967 7.543776 6.025652 7.465122 7.530264 6.925000 9.077981
## 160 6.378989 6.497623 5.076925 6.675527 6.440502 5.911540 8.580480
## 161 6.102472 5.307690 5.021192 6.626567 5.350690 4.705078 8.152348
## 162 6.170681 3.950795 4.457679 6.746045 5.270089 3.113048 7.067545
## 163 6.424761 3.921269 4.553129 7.086594 5.356534 3.619326 7.328896
## 164 6.212361 4.516882 4.655349 6.541362 5.022493 3.829828 6.637047
## 165 6.517049 5.477341 5.273667 6.607911 5.201198 4.842778 7.842711
## 166 6.906648 5.346221 5.584045 6.991013 5.546969 5.009985 8.064632
## 167 6.720779 5.451608 5.064530 7.307252 6.241694 5.253998 7.527598
## 168 6.370442 5.391229 5.142320 6.505918 5.061244 4.990657 7.773918
## 169 6.384231 5.186912 4.635296 7.052120 5.757768 4.913627 7.360005
## 170 6.913895 6.026773 5.695051 7.983728 6.615462 5.915914 8.013724
## 171 6.218957 4.437302 4.857795 6.619879 4.657950 4.182182 7.065139
## 172 6.823514 5.572664 5.621600 6.909303 5.293575 4.829790 8.337653
## 173 6.531623 5.688330 5.127996 6.589973 5.601759 4.687925 8.040618
## 174 7.510146 6.235245 6.138282 7.707729 6.566538 5.529664 8.623857
## 175 6.337830 5.183903 4.802118 6.863580 5.664081 4.668715 7.373977
## 176 7.301362 6.277831 5.848239 7.448762 6.554202 5.445541 7.228733
## 177 6.920281 5.563946 5.085047 7.108530 6.183610 4.455800 6.942799
## 178 7.388140 6.260534 5.906844 7.912266 6.880686 5.564294 9.054204
## 71 72 73 74 75 76 77
## 2
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## 72 5.816518
## 73 3.416456 3.498898
## 74 6.673438 4.603885 5.788378
## 75 4.737746 4.054661 3.990839 4.586655
## 76 3.048978 5.842285 3.918917 7.360346 4.694310
## 77 4.101974 5.139696 3.486471 7.398517 4.503789 2.575806
## 78 2.659898 5.831024 3.743757 6.580231 4.627636 2.514713 4.265308
## 79 4.238668 6.639482 5.812923 6.424576 5.047629 4.337193 4.671185
## 80 4.802820 3.594098 3.826172 4.818997 4.145761 4.674972 5.101266
## 81 4.498840 4.152462 3.499198 6.375827 3.714424 2.787675 2.615665
## 82 3.671585 3.451306 2.693986 5.678495 2.957072 3.217121 2.729431
## 83 3.683859 3.714439 3.000899 5.925653 4.150573 3.916744 4.457953
## 84 3.737370 5.687806 3.870553 7.403194 6.083805 4.613637 5.295451
## 85 4.059129 4.500803 4.058343 6.089683 3.138056 4.392948 4.461204
## 86 3.575259 3.717531 2.817728 5.624157 3.210297 2.772382 2.689328
## 87 2.950761 4.095163 2.945977 5.930339 4.370339 2.928065 3.814338
## 88 4.208643 3.922706 3.509270 5.389533 4.396644 4.420710 5.279688
## 89 2.984252 4.736171 3.214009 6.339708 4.129583 3.437369 4.523429
## 90 3.919449 4.158981 2.869771 6.424383 4.014939 4.072753 4.294614
## 91 2.824394 5.157599 3.541583 7.297479 4.971295 2.810150 3.839524
## 92 2.740726 4.818214 3.106729 6.653408 4.810682 3.331724 4.264590
## 93 2.791093 5.384068 3.374418 7.487111 5.544571 3.569248 4.157287
## 94 4.449459 3.835099 3.500135 6.121427 3.486101 3.421857 3.433161
## 95 4.655420 4.136541 3.818400 5.693968 2.442618 3.345434 3.676257
## 96 6.062957 7.025835 7.162461 5.116260 5.731940 6.595362 6.946362
## 97 3.778555 5.773646 4.807463 5.282965 4.536083 4.909753 6.016072
## 98 4.241637 4.363840 3.677178 6.657370 3.496748 2.618282 2.079317
## 99 5.389471 4.058919 4.342554 5.786977 2.647520 4.633262 3.820954
## 100 5.532688 4.487011 5.185389 6.433409 4.871358 4.583354 4.722674
## 101 3.923258 5.194741 3.799769 6.383119 3.646664 2.302972 2.334882
## 102 2.635175 5.100123 2.653090 6.962604 4.207666 2.220073 2.128586
## 103 3.905181 4.013675 2.805278 5.418638 3.142168 4.066172 4.458887
## 104 3.424903 5.134511 3.275104 6.841112 3.685061 2.536393 2.944249
## 105 3.641062 4.187993 2.520742 5.982299 3.217874 3.246395 2.903188
## 106 4.040008 5.556806 3.799337 7.099242 5.675096 4.346821 5.097550
## 107 3.144489 4.561891 2.696542 6.768848 4.027092 2.737459 2.853937
## 108 2.520944 4.750374 2.500235 6.739723 4.893553 3.574937 3.976556
## 109 3.765892 4.837409 3.448139 6.525038 3.731718 3.265896 3.042722
## 110 4.801775 3.986052 4.542910 5.249604 2.948727 5.028974 5.248115
## 111 6.206333 6.636024 6.468210 6.853129 4.927030 6.014369 6.021601
## 112 3.833505 3.892407 2.265275 5.991672 3.200469 3.408172 3.407756
## 113 4.220668 5.488919 4.780777 6.526935 5.674403 4.545645 6.073664
## 114 3.626972 4.344014 3.560344 6.125447 3.632524 3.393879 4.245763
## 115 4.162734 3.913407 2.800814 5.951042 3.681674 4.124214 4.514518
## 116 5.431982 5.144317 5.350230 6.700114 5.284980 4.227299 5.077363
## 117 3.357691 4.757991 2.852604 6.398440 3.417888 2.963802 3.158127
## 118 3.144049 3.938685 2.540320 5.011980 3.493665 3.179623 3.594197
## 119 3.710037 6.518621 3.865783 8.592445 5.824696 3.411317 3.989329
## 120 3.507736 5.241350 3.628495 6.794536 4.207679 3.201563 3.836481
## 121 4.485536 4.514832 4.041069 5.481707 2.669626 4.394175 4.834044
## 122 7.802033 5.805776 6.917041 5.172659 6.277584 8.242564 8.724428
## 123 4.917526 4.549691 4.132213 5.384117 5.184506 5.641841 6.449871
## 124 5.714644 5.417219 4.639539 7.012637 5.388064 5.672273 5.704457
## 125 6.183181 5.084056 5.334753 6.657434 4.601396 6.069025 6.032788
## 126 4.138563 4.206191 2.851349 6.110695 3.351255 3.656811 3.782371
## 127 4.380454 4.162560 3.208734 6.116740 3.599697 4.453588 4.216901
## 128 4.604175 4.818812 4.342728 5.820269 5.409415 5.624596 6.501522
## 129 3.665304 3.736333 2.619663 5.622500 3.805843 4.112110 4.229459
## 130 3.826800 5.237373 3.559326 6.926041 4.800390 4.256977 5.153888
## 131 2.775918 6.233511 4.069326 6.810591 4.946524 3.924531 4.562407
## 132 2.834785 5.940134 3.451978 7.179972 5.323396 3.938691 4.716641
## 133 2.879139 5.994209 3.282199 7.181732 5.560269 4.542316 5.157578
## 134 3.276211 5.833824 3.634575 6.777862 5.005146 4.213089 4.991148
## 135 3.251934 6.528788 4.392072 8.201392 5.720073 3.968072 4.645153
## 136 3.394834 7.036229 4.615607 8.283309 6.331322 4.219417 5.181237
## 137 3.884606 7.157911 5.006179 8.394843 6.783795 5.047561 6.471641
## 138 5.017447 6.944614 5.384509 7.875036 7.196289 6.024023 7.281755
## 139 3.700678 6.491264 4.043756 8.166692 6.436408 4.416451 5.067975
## 140 3.715946 5.262824 3.558718 6.249462 5.226344 4.776453 5.703531
## 141 3.347726 5.868462 3.719514 7.238561 5.799413 4.687680 5.683853
## 142 3.031701 5.871600 3.013158 7.443158 5.359258 4.303218 4.675075
## 143 3.846412 5.601587 3.580672 7.046964 6.157077 5.134450 5.959785
## 144 4.161803 5.760796 3.926026 7.412802 5.984549 4.659729 5.327290
## 145 3.480248 7.056616 4.732336 7.483849 5.618816 4.392680 5.347678
## 146 2.695790 6.519968 3.935371 7.372666 5.691121 4.482023 5.182853
## 147 4.850379 7.524679 4.936164 9.434380 7.639184 5.714804 6.210970
## 148 4.486219 6.870921 4.639514 8.272961 6.555193 5.504541 6.274390
## 149 3.944287 6.306462 4.123813 7.659564 5.935666 5.186105 5.537258
## 150 4.239369 6.922237 4.782457 7.590414 6.418032 5.350495 5.978959
## 151 4.591800 6.438348 4.754965 6.789706 6.276992 6.048440 6.452028
## 152 4.582413 6.867586 4.906328 7.548647 6.169016 5.701455 6.087360
## 153 4.392430 5.465800 4.289450 5.967280 5.263417 5.898332 6.221083
## 154 4.786216 7.440841 5.637853 8.554835 7.015990 5.741976 6.156600
## 155 3.029118 7.010486 4.496551 7.917709 5.983193 4.366834 4.954414
## 156 4.886413 7.420908 5.527070 8.460691 7.267996 6.022689 6.776436
## 157 4.751640 6.657001 4.778907 8.352224 6.741003 5.637898 5.840758
## 158 4.412054 6.740009 4.990026 7.250153 6.516240 6.108543 7.041582
## 159 6.816509 6.702398 6.385416 7.640804 7.222424 8.020103 7.636545
## 160 5.669959 6.341924 5.519185 7.714051 6.418871 6.749809 6.601704
## 161 4.286003 6.587772 4.538517 7.946941 5.911020 4.962539 5.773730
## 162 3.549437 5.751320 3.879815 6.882705 5.848220 4.585565 5.365443
## 163 3.492023 6.052161 4.115063 6.960119 6.032308 4.669740 5.825362
## 164 2.742092 6.433437 3.918146 7.451779 5.656317 4.039460 5.016197
## 165 3.997235 6.345123 3.915625 7.919908 6.395865 5.149616 5.264433
## 166 4.097531 6.514438 4.178140 8.128694 6.866356 5.145517 5.683534
## 167 4.580298 6.306862 4.884646 6.966706 6.442476 5.764693 6.320776
## 168 4.021262 6.744567 4.423174 8.214927 6.219037 4.706395 5.257476
## 169 3.871831 5.633074 4.035686 6.488059 5.832866 5.664795 6.015108
## 170 5.209072 6.108191 4.877953 6.592815 6.204820 6.503194 7.078562
## 171 2.794772 6.671512 3.911482 7.974353 5.747171 3.704813 4.933059
## 172 4.275199 7.263956 4.653430 8.865520 6.735616 4.959378 5.501200
## 173 4.396811 6.318001 4.319863 7.977272 6.412234 5.615084 5.576496
## 174 5.074103 7.246783 5.337104 8.414976 7.249608 6.097302 6.775819
## 175 3.701934 6.006675 4.113175 6.928391 5.865785 5.238580 5.827085
## 176 4.603815 7.557320 5.551155 7.795687 6.788298 5.773509 6.422160
## 177 3.924998 7.149092 5.177797 7.405822 6.365793 5.429322 6.079293
## 178 5.486686 6.588593 5.208248 7.813514 7.210443 6.823433 7.182778
## 78 79 80 81 82 83 84
## 2
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## 79 4.453329
## 80 3.819780 5.413867
## 81 3.972114 5.110610 3.980856
## 82 3.707784 4.595189 3.252288 2.412040
## 83 4.010274 6.017171 3.747231 3.048901 3.014400
## 84 3.697856 6.152869 3.773188 5.377474 4.431149 4.271794
## 85 4.224034 4.505895 4.331054 3.917698 2.918416 3.964521 5.281471
## 86 3.144849 4.181806 3.541172 1.825167 1.819534 2.942674 4.833862
## 87 3.167990 5.027987 3.339072 2.752235 2.881672 1.567036 3.646573
## 88 4.072528 6.305471 3.562039 3.567643 3.600771 1.467186 4.624217
## 89 2.776598 5.500778 3.378021 3.515392 2.999877 2.021305 3.177923
## 90 4.035065 6.230487 3.774295 3.029926 2.894009 1.641271 4.097026
## 91 2.879161 5.051279 3.907734 3.362007 3.152316 2.607253 3.016959
## 92 3.015551 5.253110 3.823659 3.550346 3.271743 2.142202 3.037227
## 93 3.442573 5.424103 4.354868 4.131058 3.722088 3.046596 2.474505
## 94 3.625627 4.879414 2.756895 2.454630 2.006050 3.608855 4.640345
## 95 3.637117 5.022892 3.608287 2.476003 2.660328 3.862275 5.569804
## 96 6.081955 2.970938 5.833438 6.763416 6.107618 7.225348 7.537983
## 97 3.796397 4.746470 5.079100 5.621171 4.933714 5.064579 5.921547
## 98 3.853928 4.446786 3.876633 1.603490 1.885084 3.645039 5.030376
## 99 5.183240 5.163857 4.129031 3.382937 2.737469 4.599416 5.828893
## 100 4.918684 5.061311 2.813072 3.677160 3.417824 4.375644 4.893914
## 101 3.477026 4.270483 4.147176 2.359729 2.378934 4.145163 5.235033
## 102 3.054293 4.557939 4.532639 2.715131 2.449162 3.414718 4.378172
## 103 2.889776 5.282756 2.732728 3.604835 2.782149 3.452600 3.948643
## 104 2.993547 4.834067 3.883714 2.518375 2.872063 3.425082 4.134389
## 105 3.454730 4.971488 3.468529 2.370868 1.634910 3.039542 4.339241
## 106 3.246593 5.904467 3.597604 4.410700 4.141911 3.729113 2.652679
## 107 3.120847 4.901033 3.718927 2.540841 1.851290 2.829129 3.714337
## 108 3.192661 5.266679 3.826815 3.878804 3.153048 2.783027 2.419783
## 109 3.471159 4.128773 3.694230 2.737219 2.648297 3.827682 4.257102
## 110 4.690680 4.997583 3.601339 4.059080 3.072057 3.759653 5.413718
## 111 5.907228 4.881099 4.782631 5.829240 5.084414 6.721535 6.323886
## 112 3.145132 5.406752 3.078510 2.826444 2.426266 3.356342 4.075080
## 113 3.359776 6.079277 3.973733 5.036988 4.612547 3.582120 3.930560
## 114 3.437418 5.260338 3.827033 2.892413 3.158837 2.148215 4.360218
## 115 3.512809 6.067429 3.353769 3.203685 3.063004 2.468180 4.029257
## 116 4.947929 5.931887 4.139519 3.067648 4.187645 3.232029 5.615503
## 117 3.187872 4.927985 3.899127 2.387989 2.375433 3.022020 4.504921
## 118 2.695960 4.147065 2.911429 2.715408 2.610806 3.015842 4.141483
## 119 3.115387 6.074728 5.009202 4.776665 4.243110 4.973481 3.286001
## 120 2.865799 4.840373 3.159075 3.432701 2.769455 3.776283 3.626948
## 121 3.687590 5.086996 3.054276 3.797906 2.883375 3.951276 4.717324
## 122 7.157429 8.122801 5.388502 7.341881 6.698057 6.515199 7.181841
## 123 4.086418 6.565170 2.413177 5.398944 4.574413 4.198177 3.646742
## 124 4.872303 6.685915 3.284837 5.569157 4.400670 5.743778 4.178507
## 125 5.635459 6.430042 3.715149 5.314573 4.201309 5.559825 5.492348
## 126 3.300944 5.489151 2.991111 2.810319 2.464641 3.280623 3.976955
## 127 4.094864 5.430002 3.460164 3.727881 2.983457 3.853971 3.988562
## 128 4.595017 6.689079 3.677768 5.266812 4.859970 3.224856 3.678793
## 129 3.693024 5.263616 2.919849 3.300119 2.870439 2.700551 3.551609
## 130 3.174763 6.310459 3.161665 4.659870 3.712373 3.744373 2.569978
## 131 3.412908 4.514067 5.741867 5.403077 4.674809 5.327038 5.187745
## 132 3.206801 5.659615 5.161609 5.459713 4.463157 4.924985 3.900062
## 133 3.874070 6.253326 5.516846 5.747918 4.835686 4.722168 3.874869
## 134 3.483869 5.853851 4.986141 5.556526 4.567838 5.062289 4.269516
## 135 3.729217 5.597197 5.448060 5.143575 4.657869 4.443732 3.304894
## 136 3.539157 5.921095 5.512475 5.810347 5.124780 5.086962 2.848982
## 137 3.748185 7.106892 5.304478 6.575534 5.730506 5.191419 2.868647
## 138 4.478788 7.609045 4.760875 7.028144 6.238031 5.535287 2.684716
## 139 3.601206 6.382241 4.963054 5.726569 4.918192 4.972647 2.162606
## 140 3.287987 6.316163 3.908314 5.348217 4.671284 3.882952 2.824990
## 141 3.148964 6.375799 4.671813 5.633146 4.768555 4.161551 2.813672
## 142 3.450498 6.214122 5.164033 5.359411 4.184496 4.475025 3.431301
## 143 3.731760 6.921200 4.701385 5.901183 5.112371 4.309968 3.029513
## 144 3.519819 6.448845 3.942313 5.636678 4.612041 4.930678 2.387312
## 145 3.526531 5.430396 5.532309 6.189931 4.935565 5.913315 4.283675
## 146 3.287233 5.478631 4.896378 5.921621 4.752595 5.146231 2.841191
## 147 4.962466 7.829909 6.305559 7.152037 6.184141 6.426282 3.677237
## 148 4.341843 7.317509 5.369689 6.727826 5.556217 5.672958 2.873291
## 149 4.330509 6.405275 5.233533 6.292659 5.047371 5.405671 2.879444
## 150 4.425493 6.239852 5.719468 6.854451 5.643271 6.318075 3.976958
## 151 5.066724 6.385583 5.947011 7.136867 5.896697 6.412049 4.950323
## 152 5.040440 6.394515 6.285800 6.935818 5.760472 6.436473 4.929957
## 153 4.943089 6.097884 5.321178 6.435354 5.425017 5.456146 4.779408
## 154 5.092601 6.217121 5.961456 7.071082 5.877764 6.474155 3.428475
## 155 3.899906 5.195554 5.881125 5.836360 5.122593 5.315814 3.661480
## 156 4.916183 7.093531 5.437825 7.321719 6.121563 6.307160 2.574347
## 157 4.889533 6.723707 5.441742 6.760319 5.458863 6.107807 2.941083
## 158 4.815033 7.214592 5.381584 6.945724 5.984803 5.117836 3.209372
## 159 7.459296 7.544794 6.643367 8.126502 6.788968 7.198494 5.585017
## 160 6.284633 6.891972 6.026191 7.098785 5.854138 6.158702 4.538659
## 161 3.984875 6.719930 4.979039 6.104294 5.199401 5.308760 2.780735
## 162 3.360886 5.901599 4.564539 5.736778 4.767891 4.742926 3.050359
## 163 3.071771 6.044968 4.360527 5.757288 4.995183 4.459916 2.433379
## 164 2.745753 5.438672 4.968684 5.726599 4.639279 5.099474 3.147352
## 165 4.707940 6.664843 5.781189 6.303361 5.131974 5.466570 3.402445
## 166 4.289430 6.871359 5.093146 6.347889 5.325223 5.356487 2.148839
## 167 4.890858 6.394300 5.332670 6.876724 5.584464 5.878232 3.798819
## 168 4.332967 6.576576 5.745530 6.173881 5.028149 5.522108 3.529129
## 169 4.720923 6.198837 5.172293 6.474589 5.082470 5.105413 3.635833
## 170 5.157311 7.284651 5.293692 7.294218 5.913869 6.156680 4.562485
## 171 2.702657 5.932830 5.306976 5.449418 4.734539 4.801139 3.316940
## 172 4.552326 6.999032 6.390541 6.402591 5.628016 5.764457 3.819661
## 173 5.030530 6.627770 5.875353 6.611190 5.268316 5.761623 3.646106
## 174 4.857160 7.387817 5.499042 7.400359 6.069173 6.457525 3.119681
## 175 4.105109 6.135034 4.707408 6.360746 5.012545 5.233449 2.730379
## 176 4.738258 6.088238 5.997069 7.377118 6.053326 6.872008 4.244990
## 177 4.362686 5.429605 5.807037 6.871574 5.687623 6.160633 3.933394
## 178 5.643032 7.674750 5.596121 7.585498 6.324829 6.255619 3.400450
## 85 86 87 88 89 90 91
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## 86 3.068642
## 87 4.018202 2.588329
## 88 4.307326 3.415297 2.175199
## 89 3.489799 3.112702 2.115544 2.397283
## 90 3.837230 3.103016 2.450787 2.420150 1.881027
## 91 3.784751 3.026529 1.991336 3.404031 1.795549 2.637808
## 92 3.633975 3.081988 1.793231 2.561716 1.520496 2.334471 1.473935
## 93 4.392887 3.689137 2.458060 3.883087 2.379698 2.961308 1.387885
## 94 3.016125 2.301158 3.276332 3.883042 3.373928 3.354763 3.365516
## 95 3.196171 2.412860 3.683914 4.027345 3.709166 3.876731 4.132772
## 96 5.824838 5.777622 6.425921 7.118172 6.923373 7.621184 6.973733
## 97 4.149246 4.417551 4.629426 4.773883 4.724221 5.680837 5.219175
## 98 3.439119 1.970074 3.174273 4.386424 3.599786 3.461602 3.177905
## 99 3.609394 3.436779 4.530355 5.170924 4.493683 4.321233 4.794609
## 100 4.491589 3.848692 3.806557 4.678504 4.268330 4.450180 3.940841
## 101 4.387938 2.541923 3.496135 4.578582 3.925058 3.943699 3.850349
## 102 3.792369 2.281229 2.867287 4.140571 3.192686 3.094312 2.744205
## 103 2.870224 2.743368 3.447053 3.469243 2.529651 2.990271 3.433753
## 104 3.709914 2.763553 2.895393 4.109938 2.768925 2.773517 2.661085
## 105 3.454755 2.115867 2.986639 3.528998 2.774188 2.254730 3.134864
## 106 4.702327 3.978748 3.335373 3.821563 2.534171 3.169834 2.643321
## 107 3.066955 2.261922 2.567532 3.447597 2.224153 2.247584 2.067863
## 108 3.765239 3.298437 2.310733 3.418544 2.081712 2.564655 1.839341
## 109 2.939634 2.556192 3.294610 4.367016 3.175988 3.149637 2.930901
## 110 1.825121 3.465248 4.005867 3.877777 3.442193 3.773299 4.130777
## 111 4.781455 5.726506 6.137445 6.853572 5.970134 6.275748 6.091108
## 112 3.336915 2.546576 3.127331 3.788539 2.920384 2.833648 3.300194
## 113 4.945090 4.286448 3.344363 3.326280 2.817671 4.317611 3.312032
## 114 3.131777 2.772736 2.186924 2.709163 1.971196 2.529816 2.447022
## 115 3.418893 2.888705 2.896577 2.725087 1.967275 1.998038 2.985284
## 116 5.264812 3.918203 2.927340 3.327702 3.823417 3.774962 3.741523
## 117 3.117622 2.359402 2.876543 3.453771 2.595378 2.226639 2.895356
## 118 3.218099 1.938442 2.308118 3.081624 2.824674 3.073956 3.075140
## 119 5.144361 4.376928 4.374516 5.610885 3.790617 4.392773 3.252349
## 120 3.683871 3.207066 3.250204 4.125603 2.759645 3.091105 2.757687
## 121 2.479222 3.339593 3.990415 3.967350 2.936581 3.468257 3.912925
## 122 6.161926 6.839317 6.736102 5.820717 6.212272 6.801574 7.340523
## 123 4.742422 4.757333 4.042955 3.641144 3.540521 4.229339 4.433552
## 124 5.230371 5.257660 5.365803 5.828589 4.872014 5.115614 5.177808
## 125 3.870104 5.152218 5.522397 5.544481 4.896749 4.992672 5.393638
## 126 3.210924 2.732529 3.222358 3.591703 2.465588 2.418109 3.113238
## 127 2.940479 3.394654 3.768943 4.304440 3.090299 3.203633 3.542761
## 128 4.751676 4.901602 3.330548 2.920473 2.864099 3.560148 3.804081
## 129 3.080678 3.010979 2.515915 3.061094 2.387986 2.296880 2.840547
## 130 4.332154 4.300458 3.562000 3.930633 2.398163 3.224952 3.088987
## 131 4.626525 4.217035 4.619396 5.740379 4.768907 5.652861 4.667361
## 132 4.808926 4.501257 4.306414 5.251784 4.170892 5.136682 4.200949
## 133 5.057793 4.935785 4.294744 5.048582 4.132219 4.896682 4.363571
## 134 5.015127 4.729605 4.481004 5.302439 4.416906 5.286900 4.674949
## 135 4.958824 4.547886 3.996747 5.267196 3.398402 4.276463 2.859991
## 136 5.733617 5.134522 4.459695 5.593324 3.825880 4.976390 3.549484
## 137 6.188803 5.925287 4.725254 5.430540 3.955108 5.246035 4.079318
## 138 6.744914 6.425915 5.070392 5.414289 4.453739 5.631173 4.818405
## 139 5.974410 5.026399 4.359758 5.476991 3.955874 4.789594 3.607844
## 140 5.207378 4.495713 3.651543 3.939105 3.085720 4.067267 3.736045
## 141 5.052902 4.586163 3.966715 4.353562 3.106765 4.248610 3.431031
## 142 4.965126 4.345697 4.311729 4.932521 3.626486 4.247606 3.834862
## 143 5.738274 4.915460 4.083419 4.441787 3.747209 4.598053 4.041178
## 144 5.775332 4.869694 4.362294 5.218851 4.032099 4.846017 3.985284
## 145 5.317376 5.276305 5.276335 6.023607 4.707648 5.883117 4.951553
## 146 5.283747 4.980711 4.481874 5.560357 4.005890 4.931773 3.989998
## 147 6.974153 6.491351 5.894090 6.875238 5.536896 6.201587 5.225254
## 148 6.027431 6.005331 5.362315 5.883678 4.420789 5.445171 4.736323
## 149 5.446790 5.451570 4.998184 5.807805 4.364545 5.253130 4.497866
## 150 5.939990 5.940129 5.617357 6.441623 5.307069 6.427320 5.445736
## 151 5.836277 6.032082 5.845253 6.432161 5.798156 6.752875 6.078583
## 152 5.562143 6.020433 5.941662 6.551993 5.596597 6.570952 5.858994
## 153 4.876336 5.403740 5.115875 5.551995 5.039377 5.823743 5.471968
## 154 6.184660 6.270103 5.834840 6.864463 5.280299 6.358342 5.038414
## 155 5.216047 5.059460 4.644255 5.816869 4.247470 5.195659 4.000094
## 156 6.724822 6.626657 5.710473 6.534616 5.064366 6.146463 5.088347
## 157 5.961281 5.934892 5.577476 6.511620 5.083556 5.944664 4.891167
## 158 6.219848 6.215377 4.953736 5.147069 4.136845 5.213591 4.829782
## 159 6.707419 7.276439 7.043810 7.464302 6.767052 7.251104 6.960064
## 160 5.699368 6.330014 6.007062 6.552089 5.518957 6.147283 5.659081
## 161 5.500725 5.550280 4.910658 5.617833 3.971764 5.050467 4.260289
## 162 5.641522 4.609873 4.178539 5.012164 4.026843 5.068841 4.032946
## 163 5.479366 4.801136 3.922302 4.490132 3.388748 4.675989 3.622519
## 164 5.061126 4.657007 4.431698 5.415080 3.922338 5.106613 3.880578
## 165 5.914037 5.484427 5.034546 5.892522 4.799203 5.474556 4.749712
## 166 6.301187 5.644860 4.751261 5.680080 4.505081 5.273632 4.316111
## 167 6.106405 5.901530 5.323264 5.918757 5.184958 6.259319 5.398035
## 168 5.743847 5.489802 5.089760 5.873415 4.541206 5.486949 4.587616
## 169 5.285877 5.362591 4.792871 5.249980 4.564528 5.444198 4.896658
## 170 6.073149 6.242508 5.898363 5.985577 5.473226 6.423774 6.109834
## 171 4.978640 4.681091 4.254914 5.111965 3.552841 4.705932 3.556886
## 172 6.044978 5.777143 5.368826 6.196787 4.738888 5.613145 4.660060
## 173 5.776617 5.602789 5.425910 6.260130 5.035246 5.757234 4.943777
## 174 6.848453 6.536821 5.953516 6.644889 5.315506 6.355252 5.410740
## 175 5.514593 5.394716 4.714016 5.454509 4.321613 5.340001 4.554661
## 176 6.509324 6.367566 6.144399 6.988768 5.748666 6.921286 5.855633
## 177 5.849749 5.754862 5.492302 6.375946 5.062899 6.269320 5.114299
## 178 6.712768 6.663789 5.944269 6.419076 5.463570 6.331606 5.691464
## 92 93 94 95 96 97 98
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## 93 1.668346
## 94 3.629670 4.230683
## 95 4.236343 5.034342 2.182785
## 96 6.868080 7.307333 6.238431 6.234561
## 97 4.750292 5.659575 4.966372 4.472143 5.114613
## 98 3.772971 3.979789 2.040661 2.388625 6.356013 5.609445
## 99 5.034697 5.286303 3.330440 2.896907 6.292984 6.129074 2.615068
## 100 4.454731 4.699609 2.767637 4.007682 5.999769 6.385362 3.129129
## 101 4.202860 4.510147 2.873788 2.920961 6.082206 5.400836 2.044711
## 102 2.963408 3.069281 3.091908 3.633551 6.702566 4.948020 2.584768
## 103 3.150640 3.869546 2.612262 2.753649 6.330653 4.195568 3.509458
## 104 3.079750 3.185422 2.801944 2.932821 6.729867 5.303015 2.259294
## 105 3.085111 3.544854 2.399102 3.047528 6.553534 5.283425 2.365207
## 106 2.376279 2.467457 4.095767 5.026638 7.319943 5.890360 4.527161
## 107 2.178050 2.589319 2.399793 3.346251 6.823252 5.183987 2.351701
## 108 1.457260 1.241885 3.701996 4.528301 6.948712 5.017174 3.796104
## 109 3.098588 3.294365 2.509773 3.232672 5.986373 5.315527 2.291215
## 110 3.963413 4.816967 3.139836 3.284139 5.654883 4.665500 3.722778
## 111 6.269718 6.573652 4.403281 5.032612 5.380370 6.396158 4.998887
## 112 3.389717 3.737425 2.154102 2.373536 6.801290 4.724548 2.656894
## 113 3.116752 3.807901 4.820170 4.896934 7.008144 4.809163 5.168353
## 114 2.310514 3.123151 3.425665 3.019690 6.671336 4.682008 3.128331
## 115 2.597078 3.334060 3.269494 3.222499 7.293485 5.126803 3.540161
## 116 3.873934 4.580539 4.023229 4.353863 7.008580 6.513889 3.758644
## 117 2.779373 3.427716 2.497205 2.974668 6.649367 4.903681 2.576460
## 118 2.692985 3.408897 2.632410 2.951713 5.348876 3.799659 3.009235
## 119 3.892757 3.310981 4.241556 4.839156 8.213152 6.050850 4.201024
## 120 3.166493 3.414214 2.228363 3.505548 6.459152 5.118184 2.962171
## 121 3.809925 4.574507 2.709982 2.632400 6.005838 4.673907 3.422503
## 122 6.666645 7.540642 6.804234 6.506985 7.549087 6.771353 7.529682
## 123 3.906368 4.628430 4.075711 4.784816 6.833458 4.692776 5.488793
## 124 5.351560 5.428146 3.625169 4.846446 7.507717 6.328122 4.963302
## 125 5.385682 5.948751 3.250885 4.359678 7.034345 6.166328 4.740747
## 126 3.099059 3.567401 2.339474 2.700634 6.886624 5.284410 2.730146
## 127 3.450542 3.645330 3.179874 3.460334 6.729502 5.487263 3.325260
## 128 2.994806 3.697873 4.989054 5.312131 7.237357 5.323646 5.566453
## 129 2.421664 2.902973 2.923561 3.598254 6.420794 4.867811 3.383542
## 130 3.175247 3.405118 3.466679 4.208744 7.568445 5.200378 4.357350
## 131 4.648436 4.699694 5.251096 4.744976 6.116609 3.302763 5.002359
## 132 4.094746 4.136709 4.890979 4.796013 7.212925 3.866280 5.087876
## 133 3.918897 3.969937 5.451063 5.372839 7.698507 4.290125 5.596506
## 134 4.567654 4.735855 4.870761 4.594291 7.113853 3.728470 5.195327
## 135 3.210491 2.473475 5.274693 5.403318 7.652144 5.983136 4.677835
## 136 3.661629 3.071528 5.735777 5.905503 7.810425 6.014978 5.408630
## 137 4.207966 3.975228 5.844650 6.197874 8.486512 5.595454 6.261677
## 138 4.593703 4.591111 6.141955 6.638526 8.458302 6.078658 6.886843
## 139 3.791631 3.095962 5.320076 5.870294 8.107745 6.133716 5.349216
## 140 3.266632 3.528660 4.988637 4.982246 7.280255 4.744112 5.372467
## 141 3.072033 3.173265 5.151401 5.405591 7.718289 4.788733 5.538565
## 142 3.614167 3.527013 4.963802 5.202244 7.891188 5.060242 5.094357
## 143 3.627539 3.662447 5.479971 5.740631 8.034525 5.000063 5.939895
## 144 4.188396 3.906095 4.625360 5.304206 7.724491 5.609864 5.212483
## 145 4.793109 4.992450 5.415224 5.354085 6.925963 4.521656 5.652418
## 146 4.016203 3.593043 5.171039 5.624906 6.976335 4.881340 5.401437
## 147 5.400755 4.801413 6.306342 6.968120 9.498038 6.728425 6.703420
## 148 4.569966 4.421991 5.838314 6.160174 8.698577 6.000305 6.315650
## 149 4.278898 3.985185 5.616255 5.832766 7.844912 5.662632 5.776779
## 150 5.160116 5.117730 6.092425 6.100453 7.464463 5.082812 6.372438
## 151 5.571912 5.751518 6.385833 6.231870 7.131605 4.360681 6.801479
## 152 5.368371 5.571720 6.317214 6.052026 7.603377 4.958177 6.523915
## 153 4.854607 5.182782 5.833439 5.492002 6.704245 3.978612 6.202789
## 154 4.996850 4.522097 6.413906 6.818995 7.757093 6.697033 6.377559
## 155 3.785046 3.390668 5.835985 5.894288 7.127189 5.511100 5.437603
## 156 5.049410 4.611237 6.373749 6.980214 8.301536 6.669751 6.777018
## 157 4.862096 4.413253 5.799192 6.364743 8.198314 6.378136 6.102528
## 158 4.191049 4.256830 6.580751 6.676321 8.094363 5.886002 6.852496
## 159 6.429255 6.362892 7.514365 7.767487 8.089188 7.640348 7.643278
## 160 5.231633 5.138974 6.559250 6.730694 7.938491 6.870203 6.571119
## 161 4.198155 4.034025 5.410172 5.477302 8.175648 5.851739 5.638462
## 162 3.933249 3.784033 5.288826 5.447618 7.128618 4.868691 5.465570
## 163 3.239459 3.313815 5.308057 5.574220 7.215280 4.877376 5.667636
## 164 3.900334 3.734397 5.023036 5.211908 7.054249 4.382294 5.246647
## 165 4.409289 4.108298 5.946144 6.201015 8.247841 5.942520 5.949659
## 166 4.194397 3.710226 5.659294 6.374133 8.330783 6.151832 6.025851
## 167 4.934075 5.041663 6.203311 6.303899 7.264860 5.318872 6.516989
## 168 4.403566 4.310537 5.712063 5.814127 8.287578 5.869075 5.720709
## 169 4.236512 4.391128 5.861705 6.023981 7.102122 4.736376 6.200646
## 170 5.565534 5.941789 6.206207 6.168895 7.755871 4.788927 7.020952
## 171 3.477707 3.488811 5.011906 5.076382 7.769709 4.657515 5.165773
## 172 4.447416 4.172579 6.255355 6.260698 8.894108 6.347815 6.080144
## 173 4.712177 4.336113 6.085793 6.350237 8.136123 6.101781 6.088623
## 174 5.401884 5.069637 6.330150 6.871295 8.551119 6.474021 6.862027
## 175 4.262112 4.140404 5.505272 5.806707 7.198618 4.979380 5.912917
## 176 5.646941 5.534774 6.578190 6.681379 7.209014 5.637425 6.794643
## 177 4.817073 4.654753 6.393276 6.427822 6.677762 5.305217 6.369448
## 178 5.305781 5.077365 6.746126 7.122910 8.531114 6.539063 7.217695
## 99 100 101 102 103 104 105
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## 100 3.857277
## 101 3.554533 4.065862
## 102 4.412929 4.793293 2.362908
## 103 3.757636 4.381975 3.883304 3.493031
## 104 3.568950 4.106314 2.573578 2.264628 2.962330
## 105 3.404299 4.049597 2.244894 1.979492 2.565607 2.228292
## 106 5.548681 4.685636 4.798449 3.896555 3.136108 3.565283 3.496388
## 107 3.848249 3.921553 2.795258 1.742057 2.715549 2.219828 1.534225
## 108 4.846824 4.622330 4.187427 2.693284 3.079437 2.953726 2.927368
## 109 3.309463 3.680462 3.011832 2.564997 2.791791 1.782306 2.186063
## 110 3.261210 3.778753 4.655262 4.665853 2.996152 4.154314 3.728287
## 111 4.672607 4.393966 5.129106 5.886973 5.193898 4.938307 5.230095
## 112 3.325916 4.172293 3.112313 2.738430 1.809518 2.033705 2.192057
## 113 5.969824 5.043032 5.477728 5.098180 3.921501 4.952522 4.921892
## 114 3.772595 4.189019 4.016229 3.571585 2.943908 2.715673 3.306429
## 115 3.875171 4.564689 4.233361 3.635229 1.841186 2.913376 2.742014
## 116 4.982205 3.276527 4.247695 4.767359 5.020396 4.150657 4.271290
## 117 3.868105 4.377918 2.600893 1.813120 2.607241 1.745761 1.348371
## 118 3.948058 4.019109 3.088720 2.622418 2.268117 2.623621 2.395492
## 119 5.606000 5.636119 4.270876 3.204922 3.945718 3.187217 3.877801
## 120 4.325670 3.575045 2.903928 2.633974 2.806261 2.223593 2.267545
## 121 3.017954 3.937590 3.890211 4.149461 1.826123 3.201166 2.973696
## 122 6.373679 6.801311 8.017481 8.246435 5.516522 7.571386 7.101327
## 123 5.752726 4.779833 5.667207 5.308394 2.968663 4.856816 4.552375
## 124 5.148671 4.534314 5.066402 5.164093 3.758134 4.586490 4.374432
## 125 4.425792 4.052318 5.356524 5.566365 3.824522 4.844982 4.484236
## 126 3.134210 3.925572 3.271129 3.080751 1.615101 2.064983 1.940157
## 127 2.883803 4.208155 4.248861 3.844024 2.214359 2.868642 2.977855
## 128 5.700794 5.116222 6.042551 5.402606 3.777440 4.738746 4.813655
## 129 3.766188 3.902517 4.052643 3.293893 2.285405 2.649752 2.646372
## 130 5.033723 4.565689 4.492354 3.946506 2.691541 3.294767 3.480845
## 131 5.691676 6.718493 4.818462 3.934783 4.440509 4.513655 4.952484
## 132 5.872586 6.439981 4.929958 3.887200 4.027296 4.387038 4.701032
## 133 6.190313 6.927392 5.458851 4.143950 4.304479 4.586554 4.861049
## 134 5.758501 6.413529 4.884920 4.231776 4.090460 4.443365 4.815408
## 135 5.589933 5.847100 5.100498 3.988823 4.471798 3.668714 4.505360
## 136 6.291024 6.337333 5.361877 4.446255 4.741114 4.354489 4.929864
## 137 7.208621 6.608714 6.153132 5.242681 4.887282 5.085967 5.647787
## 138 7.544653 6.495796 6.826247 6.190254 5.043769 5.770616 6.119060
## 139 6.420016 6.064158 5.282908 4.265079 4.528625 4.383951 4.684039
## 140 5.872644 5.801277 5.415316 4.678182 3.389628 4.337121 4.498105
## 141 6.390100 6.243864 5.655080 4.420825 3.621481 4.610645 4.628436
## 142 5.954432 6.530319 4.897496 3.518878 3.764308 4.265406 3.947841
## 143 6.755082 6.519867 5.993575 4.816008 4.083158 5.084942 5.032875
## 144 6.139732 5.439984 5.138667 4.534676 4.016573 4.517811 4.601134
## 145 6.247754 6.714087 5.008334 4.580993 4.588629 4.935882 5.011837
## 146 6.181517 6.208275 5.042450 3.997878 4.186634 4.208070 4.521282
## 147 7.767200 7.517989 6.601275 5.354858 5.692180 5.731051 6.054399
## 148 6.825176 6.874193 6.257107 5.381769 4.608562 5.264491 5.465870
## 149 6.075099 6.535260 5.842291 4.918031 4.420934 4.853595 5.079085
## 150 6.669299 7.132375 6.117671 5.469435 5.033781 5.645928 5.870959
## 151 6.850030 7.564841 6.674882 5.916880 5.196680 6.264540 6.290921
## 152 6.559689 7.584367 6.447853 5.696320 5.169120 5.906322 6.061401
## 153 5.979470 6.891732 6.463807 5.655322 4.445070 5.541125 5.778426
## 154 6.729744 6.684895 6.492289 5.824594 5.589958 5.715088 6.013075
## 155 6.103703 6.649196 5.381945 4.263389 4.800797 4.337777 4.914291
## 156 7.267010 6.688515 6.663241 6.018149 5.470410 5.780102 6.077381
## 157 6.559218 6.507596 6.305617 5.438484 5.011723 5.462777 5.627733
## 158 7.025751 7.026063 6.788631 5.977414 4.973144 5.658582 5.819815
## 159 6.975590 7.536476 8.157454 7.598815 6.529106 7.411722 7.176364
## 160 6.168839 6.797392 7.154836 6.467879 5.555908 6.178066 6.194860
## 161 5.973991 6.249155 5.763383 5.111205 4.188506 4.456777 5.108565
## 162 6.260534 6.069584 5.381792 4.603606 4.213251 4.893997 4.905465
## 163 6.474860 5.976513 5.619668 4.743475 3.946290 4.734333 4.879737
## 164 6.149720 6.271079 4.996691 3.993300 3.976732 4.358607 4.643060
## 165 6.501097 6.984303 5.879247 4.770787 5.010350 5.264940 5.200406
## 166 6.946547 6.424418 5.896827 4.839239 4.918142 5.111439 5.200580
## 167 6.730851 6.760897 6.398972 5.874600 5.225595 6.076251 5.976010
## 168 6.336381 6.764911 5.564935 4.778293 4.908528 5.047197 5.140017
## 169 6.369488 6.696905 6.233437 5.272517 4.617803 5.643707 5.391768
## 170 6.999213 7.306361 6.912254 6.350856 4.849946 6.436453 6.236813
## 171 6.247775 6.466374 4.993468 3.781727 3.969742 4.004593 4.535286
## 172 6.770266 7.391653 6.102950 4.977621 5.176466 5.129108 5.507765
## 173 6.435280 6.991845 6.282846 5.200805 5.050012 5.588999 5.492747
## 174 7.409528 6.995946 6.680823 6.029760 5.371063 6.075018 6.117401
## 175 6.262545 6.268891 5.805598 5.032086 4.387385 5.091585 5.168269
## 176 7.106770 7.321066 6.341668 5.918065 5.579784 6.107687 6.198449
## 177 6.670253 6.996827 6.160670 5.482891 5.157092 5.638999 5.789974
## 178 7.327589 7.226871 7.417512 6.579603 5.437917 6.481845 6.482071
## 106 107 108 109 110 111 112
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## 107 2.943630
## 108 2.285815 2.071497
## 109 3.319470 2.032301 2.875711
## 110 4.790914 3.632918 4.245449 3.510891
## 111 6.360459 5.429670 6.064309 4.276612 4.641890
## 112 3.673969 2.414923 3.018747 2.459590 3.682665 5.095632
## 113 3.626165 4.332349 3.845713 5.158255 4.600339 7.444227 4.741405
## 114 3.685708 2.865940 2.971152 3.076881 3.070140 5.999185 3.004396
## 115 2.892443 2.647164 2.790984 3.065701 3.316420 6.234180 2.321776
## 116 4.732769 4.123863 4.718930 4.372479 4.610702 6.408474 4.803066
## 117 3.465562 1.525973 2.798440 1.888399 3.692685 5.122294 2.133427
## 118 3.244932 2.490569 2.670523 2.314208 3.493843 5.142219 2.227811
## 119 3.721740 3.269869 3.286243 3.840045 5.944975 6.512931 3.388462
## 120 3.205538 2.114492 2.972844 2.382466 3.969140 4.314345 2.456507
## 121 4.008898 3.118001 3.902322 2.883791 2.018569 4.197814 2.655486
## 122 6.583457 7.124131 6.888321 7.047944 5.004479 7.702744 6.640518
## 123 3.583536 4.465789 3.882277 4.750801 4.281808 5.849688 3.774332
## 124 4.713566 4.496826 4.746071 4.475251 5.161074 4.485646 3.550900
## 125 5.372746 4.490631 5.204481 4.229799 3.498326 3.419517 4.005515
## 126 2.992918 2.071604 2.899777 2.072095 3.268524 4.991661 1.433902
## 127 3.447032 2.817749 2.970194 2.300898 3.035793 4.877125 2.310064
## 128 3.375829 4.437333 3.291351 4.720846 4.172518 6.682142 4.428203
## 129 2.843020 2.428201 2.070558 2.272998 3.093211 5.051012 2.205638
## 130 3.062227 3.128488 2.883944 3.815397 4.359882 5.492504 2.770397
## 131 5.630877 4.697370 4.320727 4.804868 5.637110 6.877743 4.315756
## 132 4.933095 4.238157 3.627929 4.851619 5.685835 6.856863 3.848842
## 133 4.883564 4.411502 3.358979 5.045797 5.885642 7.263605 4.149245
## 134 5.402399 4.613176 4.149485 5.081870 5.701087 6.539889 3.770613
## 135 3.825035 3.842193 3.061414 4.071841 5.572998 7.000914 4.513720
## 136 3.835941 4.322659 3.413324 4.771520 6.278156 7.320792 4.926801
## 137 4.422928 5.048175 4.012964 5.833955 6.514105 7.567955 5.028704
## 138 4.283025 5.692714 4.486671 6.223331 6.714691 7.574200 5.473149
## 139 3.634707 4.221502 3.274503 4.846055 6.475025 7.326962 4.503650
## 140 3.467607 4.361759 3.289167 4.786160 5.283265 7.094861 3.977714
## 141 3.327598 4.116142 3.016133 4.914209 5.497395 7.562535 4.280675
## 142 4.083877 3.665936 3.119254 4.645488 5.756449 7.345095 3.922892
## 143 3.876479 4.683116 3.428244 5.488534 6.066955 8.044392 4.481709
## 144 3.958578 4.371553 3.738103 4.976839 6.036983 6.731785 4.008956
## 145 5.312021 4.721750 4.534986 5.212884 6.065240 6.368107 4.837384
## 146 4.165400 4.254004 3.289091 4.570662 5.929527 6.295054 4.211088
## 147 5.368007 5.521293 4.646943 6.267702 7.732372 8.163388 5.354939
## 148 4.550211 5.000746 4.133580 5.680303 6.492922 7.357226 4.902802
## 149 4.553602 4.682731 3.692040 5.043056 6.027892 6.865034 4.640254
## 150 5.504747 5.459040 4.636213 5.782049 6.597888 7.034006 5.220619
## 151 6.194222 5.999861 5.078353 6.237487 6.492207 7.416402 5.469325
## 152 6.071883 5.642583 4.972443 5.884657 6.395265 7.211770 5.437148
## 153 5.705127 5.562400 4.536205 5.475695 5.384000 6.839538 4.821915
## 154 5.046046 5.445891 4.577560 5.567801 6.688337 6.991366 5.953997
## 155 4.333160 4.363402 3.406082 4.398841 6.052896 6.859577 4.969167
## 156 4.774551 5.632901 4.550643 5.999452 6.987307 7.095549 5.747512
## 157 4.871417 5.106400 4.232264 5.453003 6.546070 6.994361 5.173501
## 158 4.425582 5.498482 4.084284 5.958433 6.258407 7.741951 5.620473
## 159 6.742814 6.984088 6.076391 6.803438 6.809997 7.764899 7.118557
## 160 5.729539 5.814367 4.950633 5.769897 5.977223 7.175046 6.072411
## 161 4.252762 4.655371 3.863127 4.938570 5.894768 6.639205 4.403600
## 162 4.228793 4.642582 3.720537 5.230155 5.997762 7.477954 4.559390
## 163 3.264913 4.437016 3.245023 4.985418 5.728782 7.291092 4.590524
## 164 4.248125 4.186139 3.465063 4.727421 5.818318 6.742709 4.169573
## 165 4.938728 4.767872 3.810555 5.441245 6.627499 7.666150 5.030688
## 166 4.149867 4.726496 3.568345 5.417208 6.788011 7.408096 4.898500
## 167 5.472693 5.642918 4.699024 6.094743 6.415428 7.376055 5.667970
## 168 5.000988 4.617706 4.095747 5.394541 6.420552 7.331106 4.997453
## 169 5.010215 5.059388 3.882462 5.561918 5.726111 7.262533 5.129005
## 170 5.956288 6.098814 5.281198 6.560176 6.342230 7.488151 5.422553
## 171 4.035573 3.880186 3.258306 4.579937 5.850024 6.989452 4.052298
## 172 4.879902 4.866301 4.111264 5.486753 6.873676 8.012565 5.263305
## 173 5.148407 5.058440 4.132580 5.568920 6.472471 7.703679 5.284702
## 174 5.136593 5.768659 4.891119 6.361975 7.180795 7.606812 5.667393
## 175 4.615785 4.868195 3.757762 5.286266 5.897266 6.691177 4.692609
## 176 5.799768 5.940678 5.226605 6.168358 7.052749 7.101387 5.959148
## 177 5.097317 5.441676 4.496310 5.548987 6.403722 7.123961 5.724415
## 178 5.254412 6.133415 4.834968 6.497252 6.932271 8.002306 5.937755
## 113 114 115 116 117 118 119
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## 114 3.383541
## 115 3.617517 2.002316
## 116 4.568687 3.410475 4.295232
## 117 4.960760 2.948211 2.709021 4.228355
## 118 4.129775 2.798579 2.691838 4.110629 2.195912
## 119 5.164904 4.637913 4.274950 6.283172 3.789212 4.326233
## 120 4.736174 3.724977 3.495445 4.456085 2.095388 2.839983 3.150309
## 121 4.451374 3.046100 2.647533 4.806911 2.951013 3.056848 4.808845
## 122 5.719502 5.966132 5.514605 7.140652 7.267399 6.139721 8.801268
## 123 3.853997 4.408335 3.629579 5.497218 4.569890 3.597880 5.284259
## 124 6.120777 5.724518 4.882632 6.558596 4.660497 4.610523 4.433711
## 125 6.352431 5.255780 4.783613 6.058043 4.501260 4.716154 5.866225
## 126 4.471178 2.724113 1.703680 4.402956 1.958846 2.407774 3.679687
## 127 4.826175 2.924470 2.237977 5.122204 3.016931 2.944705 4.229261
## 128 3.342705 3.260468 3.142279 4.701311 4.649627 3.844935 5.784591
## 129 4.313267 2.498081 2.067564 4.224936 2.418391 1.960927 4.329601
## 130 3.974496 3.747590 3.122510 5.255052 3.419422 3.664937 3.086637
## 131 5.285204 4.673515 5.088365 7.041540 4.734836 3.997406 4.406530
## 132 4.765847 4.622464 4.650106 6.907623 4.560356 4.082861 3.374000
## 133 5.040503 4.611431 4.571114 7.044509 4.631536 4.241947 3.932173
## 134 5.116424 4.801640 4.846533 6.945812 4.692683 4.198155 3.851398
## 135 4.460549 3.738845 4.152669 5.860868 4.426784 4.597477 3.284740
## 136 4.379939 4.598742 4.705238 6.448374 4.973183 4.905831 3.182089
## 137 4.183809 5.168417 5.118957 6.849496 5.515260 5.371939 3.564656
## 138 4.222817 5.618443 5.300099 6.874078 6.132875 5.561107 4.741123
## 139 4.576941 4.997418 4.687050 6.521255 4.905392 4.770240 2.586634
## 140 3.259893 3.830009 3.436102 5.793124 4.620028 3.907250 4.152823
## 141 3.217887 4.165579 3.735122 6.312248 4.645565 4.228295 3.596987
## 142 4.695107 4.658060 4.111334 6.807252 4.140193 4.279496 2.940910
## 143 3.636517 4.657724 4.144714 6.562435 5.150709 4.440238 4.103260
## 144 4.418070 5.110780 4.619074 6.397555 4.930127 4.540568 3.005386
## 145 5.321954 5.502061 5.514114 7.363438 5.020208 4.891867 3.933114
## 146 5.043022 5.061475 4.892295 6.915115 4.523475 4.302651 3.034970
## 147 6.243177 6.593471 6.148003 8.291194 6.073285 6.075797 3.193420
## 148 4.984772 5.525906 5.035373 7.531850 5.555894 5.513213 3.528608
## 149 5.124850 5.084570 4.818867 7.292151 5.240759 5.014916 3.669006
## 150 5.541740 5.867293 5.767107 7.950851 5.922399 5.275205 4.453222
## 151 5.865933 6.062194 5.976735 8.334246 6.305793 5.269619 5.613891
## 152 6.018880 5.816193 5.806905 8.242718 6.002680 5.459880 5.202757
## 153 5.380465 4.887976 4.964012 7.463220 5.674895 4.603834 5.715399
## 154 5.643353 5.931123 5.970377 7.658893 6.221466 5.940884 4.560132
## 155 5.202014 4.645150 4.923352 6.798903 4.768937 4.614614 3.874909
## 156 5.418487 6.181653 5.940539 7.637461 6.262634 5.974700 4.293708
## 157 5.592407 5.847692 5.538456 7.699099 5.874734 5.599443 3.812176
## 158 4.376905 5.060262 4.884046 6.978482 5.879207 5.425549 5.281882
## 159 7.110738 6.856745 6.727691 8.630186 7.584987 6.939309 7.423597
## 160 6.067528 5.625700 5.629415 7.684237 6.465846 6.096233 6.067977
## 161 4.736205 4.688878 4.458191 6.849699 5.101748 5.052645 3.362433
## 162 3.756108 4.756738 4.586159 6.485299 5.215979 4.417423 3.867071
## 163 3.083156 4.361890 4.139842 6.080640 4.958559 4.205204 3.940822
## 164 4.393862 4.796316 4.691566 6.862462 4.627828 4.258468 2.855919
## 165 5.475875 5.479673 5.230034 7.472186 5.443085 5.200020 3.968086
## 166 5.059221 5.619443 5.235284 7.055312 5.398246 5.095490 3.396666
## 167 4.966988 5.737392 5.725814 7.456417 6.262411 5.421835 5.317062
## 168 5.187385 5.290120 5.200703 7.222845 5.306838 5.354435 3.650609
## 169 4.779378 5.130123 5.016713 7.236292 5.593762 4.813300 5.144297
## 170 5.369466 6.095088 5.679722 8.142214 6.419350 5.583635 5.671628
## 171 4.376896 4.393767 4.344170 6.598299 4.244032 4.288146 2.542696
## 172 5.434871 5.318655 5.178037 7.553412 5.492628 5.590107 3.614238
## 173 5.518611 5.605298 5.344718 7.772018 5.818023 5.501390 4.297172
## 174 5.419666 6.475706 6.018811 8.038263 6.423371 6.081241 4.172058
## 175 4.711936 5.163837 4.984646 7.077767 5.363944 4.763499 4.137503
## 176 5.870195 6.489493 6.420446 8.250831 6.414340 5.842005 4.903161
## 177 5.142929 5.628591 5.716136 7.620150 5.947062 5.278337 4.864565
## 178 5.409390 6.205012 5.758014 8.099191 6.781291 6.090638 5.337437
## 120 121 122 123 124 125 126
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## 121 3.001956
## 122 7.493373 5.194843
## 123 3.934374 3.720298 5.071506
## 124 3.283222 4.030562 7.264286 3.635575
## 125 3.742920 3.077592 6.333327 4.160828 2.961673
## 126 2.405025 2.002393 6.062072 3.758383 3.763238 3.786770
## 127 3.399305 2.274786 5.564409 4.064813 4.126229 3.821059 1.673720
## 128 4.735353 4.161594 4.782409 2.904049 5.611570 5.486279 4.020001
## 129 2.891783 2.782636 5.745062 3.253624 4.210360 4.035763 1.929092
## 130 2.399613 3.249224 6.743658 2.839182 3.028379 4.032360 2.755103
## 131 5.032334 5.208464 8.101993 5.839077 6.367605 6.985733 5.047308
## 132 4.462581 4.989157 7.860220 4.848580 5.234197 6.279527 4.589007
## 133 4.873677 5.283117 7.758220 4.908552 5.706234 6.606413 4.741957
## 134 4.496156 4.915008 7.810928 4.713868 4.954872 6.058264 4.666385
## 135 4.431628 5.033754 8.230234 5.792783 6.233290 6.837727 4.399335
## 136 4.685943 5.443054 8.267110 5.616328 6.068899 7.138266 4.831263
## 137 4.643476 5.683817 8.322832 4.580411 5.374639 6.765269 5.289990
## 138 5.179851 5.883963 7.498437 3.740860 5.138705 6.632719 5.557631
## 139 4.285670 5.582810 8.511987 5.016277 5.140994 6.765810 4.683866
## 140 4.464497 4.543711 6.514414 3.485969 5.218599 6.237303 4.107736
## 141 4.455496 4.863331 7.172774 4.012849 5.512560 6.486163 4.380410
## 142 4.196716 4.948331 8.104110 4.950651 5.293158 6.422553 4.245220
## 143 4.968464 5.494260 7.331010 3.948003 5.605094 6.883438 4.831498
## 144 3.877636 5.107614 7.970671 3.956026 3.881256 5.830101 4.451768
## 145 4.595095 5.065547 8.175560 5.417052 5.339684 6.301595 5.131642
## 146 3.843065 5.053209 8.291482 4.670284 4.718954 6.162419 4.613654
## 147 5.298968 6.815625 9.783146 5.778994 5.284103 7.263961 5.938330
## 148 4.916332 5.462971 7.984744 4.708540 4.896533 6.341531 5.056191
## 149 4.902058 5.216713 7.745572 4.984390 5.136475 6.292609 4.830810
## 150 5.549661 5.756498 7.809692 5.311553 5.523907 6.739574 5.601197
## 151 6.248390 6.019388 7.343452 5.312094 6.108641 6.976386 6.034459
## 152 6.091008 5.756571 7.605747 5.837866 6.239446 6.842547 5.772084
## 153 5.895984 5.173345 6.394637 4.742012 6.039753 6.365484 5.306945
## 154 5.637382 6.023768 8.314350 6.053467 6.023881 6.972043 5.844864
## 155 4.909121 5.398716 8.218046 5.933865 6.399805 7.076621 4.938696
## 156 5.245890 6.096646 8.353716 5.062892 5.092750 6.679116 5.793528
## 157 5.189129 5.797362 8.268396 5.298841 4.965163 6.338923 5.374572
## 158 5.674964 5.638223 6.928186 4.605015 6.260670 7.092020 5.469724
## 159 7.555164 6.821951 7.327785 6.727180 7.278864 7.406349 6.963830
## 160 6.455753 5.834587 7.177821 6.096090 6.589069 6.711355 5.889283
## 161 4.585516 4.801625 7.505774 4.687711 4.847641 5.981442 4.440120
## 162 4.816824 5.378220 7.594276 4.546369 5.530224 6.876998 4.928499
## 163 4.556924 5.032149 6.987472 3.876586 5.476278 6.597128 4.621713
## 164 4.123400 4.953149 8.012302 4.715969 5.053682 6.335476 4.598202
## 165 5.390153 5.965637 8.322478 5.616494 5.835951 7.034058 5.314699
## 166 4.698386 5.986361 8.492384 4.745225 4.928978 6.668769 5.190490
## 167 5.909773 5.929311 7.292886 5.082746 5.939752 6.922580 5.900124
## 168 5.077261 5.579696 8.318269 5.669643 5.681659 6.728353 5.157831
## 169 5.548264 5.460390 6.938766 4.666213 5.869352 6.574193 5.383359
## 170 6.052499 5.719859 6.891040 4.367410 5.404600 6.439114 5.880893
## 171 4.052688 4.902225 8.143340 4.906178 5.377572 6.400420 4.353474
## 172 5.555159 6.004330 8.623997 6.169252 6.414162 7.418749 5.327547
## 173 5.687480 5.955336 8.186048 5.790350 5.989275 7.030952 5.509093
## 174 5.419167 6.238342 8.510726 5.061564 4.980335 6.835089 5.910119
## 175 4.800047 5.220367 7.420317 4.302731 4.885696 6.161012 5.027437
## 176 5.822895 6.182830 8.365441 5.853006 5.908669 7.202527 6.192371
## 177 5.671769 5.774808 7.786642 5.725285 6.379499 7.275383 5.776263
## 178 6.274524 6.361124 7.519449 4.972377 5.796669 7.087189 6.082130
## 127 128 129 130 131 132 133
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## 178 4.660890 4.687755 3.926977 3.990952 3.240489 3.435135 3.257917
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## 178 3.459784 4.055698 3.248507 3.487734 4.599400 3.904971 4.155289
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## 149 1.729338
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## 178 2.666633 2.304030 3.276261 3.831322 3.975014 3.864115 3.077914
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## 156 3.869293
## 157 3.472862 2.080489
## 158 3.605593 3.049952 3.803105
## 159 5.279737 5.285416 4.474848 4.937711
## 160 3.994200 4.347914 3.432474 3.974956 1.778945
## 161 3.149383 2.384025 2.337626 2.877774 5.292431 3.887685
## 162 3.546140 3.372085 3.105440 3.371412 5.661328 4.727046 3.167227
## 163 3.276872 3.058254 3.338462 2.449386 5.677967 4.642761 2.809027
## 164 2.844385 3.209671 2.883320 3.753426 6.207693 5.036052 2.698480
## 165 2.842651 3.172090 2.102875 3.498510 4.747764 3.696606 2.869735
## 166 3.611434 2.071542 2.109848 3.390146 5.708890 4.740581 2.751186
## 167 3.785744 3.078719 2.685183 3.211076 4.147782 3.508899 3.288277
## 168 2.943519 3.008086 2.248251 3.617572 5.304984 3.982162 2.304727
## 169 3.414914 3.571030 2.970184 2.849409 3.945017 3.243018 3.424702
## 170 5.108282 3.969478 3.610049 3.855946 5.231272 4.708347 3.721086
## 171 2.737070 3.660513 3.357937 3.789543 6.648467 5.253722 2.527334
## 172 2.476778 3.571354 2.752517 3.702050 5.577318 4.142740 2.457993
## 173 3.037854 3.300297 1.830220 3.674253 4.065637 3.023686 3.007542
## 174 4.454059 1.580445 2.073383 3.653005 5.771690 4.909316 2.741118
## 175 3.256050 2.161630 2.059295 2.645597 4.665413 3.760221 2.330724
## 176 3.461555 2.838104 2.724187 3.963448 5.173495 4.441298 3.301185
## 177 2.306710 3.221838 2.983970 3.280503 4.515538 3.650650 3.262567
## 178 4.354429 2.542412 2.269146 2.848097 3.906249 3.336767 3.028010
## 162 163 164 165 166 167 168
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## 162
## 163 1.650530
## 164 2.078640 2.384938
## 165 2.821885 3.211959 2.705180
## 166 2.552219 2.574240 2.570940 2.203107
## 167 2.765826 3.042177 3.227214 2.455645 3.103302
## 168 3.074770 3.279695 2.533225 1.578079 2.616430 2.643518
## 169 2.769343 2.911950 3.066778 2.262511 3.166553 1.684901 2.937764
## 170 3.485633 3.724118 3.594262 3.606359 3.870260 2.438686 3.743900
## 171 2.881381 2.661642 1.440517 2.908892 2.902208 3.856190 2.442013
## 172 3.465319 3.394595 2.906934 1.916993 3.028089 3.515864 1.592670
## 173 2.818690 3.364428 2.953702 1.296826 2.761493 2.512111 2.122005
## 174 2.886340 3.088416 2.859359 3.046495 1.986408 2.992251 2.903047
## 175 2.187878 2.383823 2.154364 2.161702 2.065343 1.810115 2.429921
## 176 3.293073 3.590664 2.762292 2.888450 3.315608 2.171164 2.680984
## 177 2.908917 2.949382 2.711901 2.805539 3.527517 2.343642 2.898599
## 178 3.123425 3.111209 3.816701 2.860340 2.776038 2.357635 3.425557
## 169 170 171 172 173 174 175
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## 169
## 170 2.493637
## 171 3.592361 4.179571
## 172 3.482300 4.539366 2.386670
## 173 2.224944 3.650457 3.402898 2.346209
## 174 3.539681 3.348599 3.549283 3.653354 3.107854
## 175 1.763502 2.427112 2.902631 3.190305 2.302507 2.121694
## 176 3.022591 3.328260 3.595939 3.485485 2.993220 2.745255 2.273798
## 177 2.543201 3.872217 3.410740 3.154715 2.613311 3.500715 2.402619
## 178 2.486446 2.923773 4.345544 3.744952 2.521216 2.506631 2.137664
## 176 177
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## 176
## 177 1.821081
## 178 3.382972 3.314925
str(dist_wine)
## Class 'dist' atomic [1:15753] 3.49 3.02 2.83 3.56 2.52 ...
## ..- attr(*, "Size")= int 178
## ..- attr(*, "Diag")= logi FALSE
## ..- attr(*, "Upper")= logi FALSE
## ..- attr(*, "method")= chr "euclidean"
## ..- attr(*, "call")= language dist(x = norm_wine, method = "euclidean")
# Creating Hierarichal Cluster
hclust_wine <- hclust(dist_wine, method = "complete")
# Ploting dendogram
plot(hclust_wine)
plot(hclust_wine, hang = -1)
# Plotting cluster border with dendogram
rect.hclust(hclust_wine,plot(hclust_wine, hang = -1),k=5, border = "blue")
#Cutting the cluster
hclust_group <- cutree(hclust_wine,k=5)
# Binding the cluster number with main data
wine_data_hclust <- cbind(wine_data, hclust_group)
#Summarizing the data at cluster level
aggregate(wine_data_hclust, by= list(wine_data_hclust$hclust_group), FUN = mean)
## Group.1 Alcohol Malic Ash Alcalinity Magnesium Phenols
## 1 1 13.60421 1.982807 2.360526 16.65263 106.36842 2.797719
## 2 2 13.40000 1.899000 2.814000 21.77000 120.10000 2.941000
## 3 3 12.46500 1.500833 2.045833 17.34167 98.50000 1.913333
## 4 4 12.21000 2.008750 2.291250 20.98125 88.37500 2.317292
## 5 5 13.11784 3.322157 2.431765 21.33333 99.33333 1.675686
## Flavanoids Nonflavanoids Proanthocyanins Color Hue Dilution
## 1 2.9201754 0.2743860 2.015088 5.326667 1.0515789 3.141228
## 2 3.1290000 0.3830000 1.751000 5.355000 1.1520000 3.075000
## 3 1.4758333 0.4025000 0.967500 3.395000 1.1555000 2.156667
## 4 2.1754167 0.3635417 1.662917 2.848125 1.0383333 2.958333
## 5 0.8105882 0.4443137 1.164314 7.170980 0.6913725 1.709804
## Proline hclust_group
## 1 1073.0526 1
## 2 1026.0000 2
## 3 565.0000 3
## 4 479.0833 4
## 5 622.4902 5
Using Clara
library(cluster)
clara_wine <- clara(norm_wine,k=5, metric = "euclidean")
clusplot(clara_wine)
str(clara_wine)
## List of 10
## $ sample : int [1:50] 4 6 9 13 15 22 26 27 28 32 ...
## $ medoids : num [1:5, 1:13] 1.354 -0.087 -0.925 -0.05 0.393 ...
## ..- attr(*, "dimnames")=List of 2
## .. ..$ : NULL
## .. ..$ : chr [1:13] "Alcohol" "Malic" "Ash" "Alcalinity" ...
## $ i.med : int [1:5] 49 22 107 164 149
## $ clustering: int [1:178] 1 1 1 1 2 1 1 1 1 1 ...
## $ objective : num 2.65
## $ clusinfo : num [1:5, 1:4] 54 21 47 25 31 ...
## ..- attr(*, "dimnames")=List of 2
## .. ..$ : NULL
## .. ..$ : chr [1:4] "size" "max_diss" "av_diss" "isolation"
## $ diss :Classes 'dissimilarity', 'dist' atomic [1:1225] 1.9 3.46 3.48 2.89 4.62 ...
## .. ..- attr(*, "Size")= int 50
## .. ..- attr(*, "Metric")= chr "euclidean"
## $ call : language clara(x = norm_wine, k = 5, metric = "euclidean")
## $ silinfo :List of 3
## ..$ widths : num [1:50, 1:3] 1 1 1 1 1 1 1 1 1 1 ...
## .. ..- attr(*, "dimnames")=List of 2
## .. .. ..$ : chr [1:50] "6" "15" "9" "32" ...
## .. .. ..$ : chr [1:3] "cluster" "neighbor" "sil_width"
## ..$ clus.avg.widths: num [1:5] 0.2327 0.0639 0.253 0.1505 0.1404
## ..$ avg.width : num 0.182
## $ data : num [1:178, 1:13] 1.514 0.246 0.196 1.687 0.295 ...
## ..- attr(*, "dimnames")=List of 2
## .. ..$ : NULL
## .. ..$ : chr [1:13] "Alcohol" "Malic" "Ash" "Alcalinity" ...
## ..- attr(*, "scaled:center")= Named num [1:13] 13 2.34 2.37 19.49 99.74 ...
## .. ..- attr(*, "names")= chr [1:13] "Alcohol" "Malic" "Ash" "Alcalinity" ...
## ..- attr(*, "scaled:scale")= Named num [1:13] 0.812 1.117 0.274 3.34 14.282 ...
## .. ..- attr(*, "names")= chr [1:13] "Alcohol" "Malic" "Ash" "Alcalinity" ...
## - attr(*, "class")= chr [1:2] "clara" "partition"
wine_data_clara <- cbind(wine_data, clara_wine$clustering)
aggregate(wine_data_clara, by=list(wine_data_clara$V2), FUN = mean)
## Group.1 Alcohol Malic Ash Alcalinity Magnesium Phenols
## 1 1 13.66870 1.737778 2.396481 17.05370 108.42593 2.851296
## 2 2 12.83381 2.999524 2.543810 20.35714 103.19048 2.758571
## 3 3 12.23489 1.738511 2.197660 20.11702 88.08511 2.164894
## 4 4 12.85080 2.956400 2.365200 19.88800 101.24000 1.604000
## 5 5 13.23161 3.336129 2.451290 21.90323 98.74194 1.767097
## Flavanoids Nonflavanoids Proanthocyanins Color Hue Dilution
## 1 2.9848148 0.2868519 2.004815 5.535926 1.0879630 3.088704
## 2 2.7714286 0.2990476 1.914286 3.808095 0.9680952 3.263333
## 3 2.0074468 0.3717021 1.520851 2.932340 1.0844681 2.826170
## 4 0.8412000 0.4200000 0.867600 4.670400 0.8170400 1.836800
## 5 0.8532258 0.4732258 1.340323 8.608064 0.6435484 1.639032
## Proline V2
## 1 1131.1111 1
## 2 699.5714 2
## 3 471.8936 3
## 4 617.6800 4
## 5 630.8065 5
Using PAM
library(cluster)
wine_pam <- pam(norm_wine,k=5)
clusplot(wine_pam)
str(wine_pam)
## List of 10
## $ medoids : num [1:5, 1:13] 1.502 -0.346 0.627 -1.676 0.393 ...
## ..- attr(*, "dimnames")=List of 2
## .. ..$ : NULL
## .. ..$ : chr [1:13] "Alcohol" "Malic" "Ash" "Alcalinity" ...
## $ id.med : int [1:5] 57 82 35 89 149
## $ clustering: int [1:178] 1 2 3 1 3 1 1 3 1 1 ...
## $ objective : Named num [1:2] 2.62 2.57
## ..- attr(*, "names")= chr [1:2] "build" "swap"
## $ isolation : Factor w/ 3 levels "no","L","L*": 1 1 1 1 1
## ..- attr(*, "names")= chr [1:5] "1" "2" "3" "4" ...
## $ clusinfo : num [1:5, 1:5] 28 43 32 26 49 ...
## ..- attr(*, "dimnames")=List of 2
## .. ..$ : NULL
## .. ..$ : chr [1:5] "size" "max_diss" "av_diss" "diameter" ...
## $ silinfo :List of 3
## ..$ widths : num [1:178, 1:3] 1 1 1 1 1 1 1 1 1 1 ...
## .. ..- attr(*, "dimnames")=List of 2
## .. .. ..$ : chr [1:178] "48" "57" "15" "53" ...
## .. .. ..$ : chr [1:3] "cluster" "neighbor" "sil_width"
## ..$ clus.avg.widths: num [1:5] 0.2148 0.0419 0.0434 0.1928 0.2942
## ..$ avg.width : num 0.161
## $ diss : NULL
## $ call : language pam(x = norm_wine, k = 5)
## $ data : num [1:178, 1:13] 1.514 0.246 0.196 1.687 0.295 ...
## ..- attr(*, "scaled:center")= Named num [1:13] 13 2.34 2.37 19.49 99.74 ...
## .. ..- attr(*, "names")= chr [1:13] "Alcohol" "Malic" "Ash" "Alcalinity" ...
## ..- attr(*, "scaled:scale")= Named num [1:13] 0.812 1.117 0.274 3.34 14.282 ...
## .. ..- attr(*, "names")= chr [1:13] "Alcohol" "Malic" "Ash" "Alcalinity" ...
## ..- attr(*, "dimnames")=List of 2
## .. ..$ : NULL
## .. ..$ : chr [1:13] "Alcohol" "Malic" "Ash" "Alcalinity" ...
## - attr(*, "class")= chr [1:2] "pam" "partition"
wine_data_pam <- cbind(wine_data,wine_pam$clustering)
aggregate(wine_data_pam, by=list(wine_data_pam$V2), FUN = mean)
## Group.1 Alcohol Malic Ash Alcalinity Magnesium Phenols
## 1 1 13.95107 1.926786 2.343571 15.79286 109.96429 3.030000
## 2 2 12.46907 1.922326 2.117907 18.66279 93.60465 2.452326
## 3 3 13.41000 1.922187 2.622500 19.28125 109.25000 2.650313
## 4 4 12.07115 1.991923 2.371923 21.53462 90.15385 1.964615
## 5 5 13.14980 3.386939 2.427755 21.39796 98.16327 1.680612
## Flavanoids Nonflavanoids Proanthocyanins Color Hue Dilution
## 1 3.1871429 0.2635714 2.183571 6.092500 1.0300000 3.222500
## 2 2.3313953 0.2867442 1.745349 3.299302 1.0560465 2.956977
## 3 2.7375000 0.3196875 1.681563 4.894687 1.0928125 3.016250
## 4 1.7315385 0.4676923 1.396154 2.774231 1.0636923 2.589615
## 5 0.7979592 0.4553061 1.160816 7.328980 0.6846939 1.707143
## Proline V2
## 1 1126.3929 1
## 2 563.4419 2
## 3 1050.3125 3
## 4 503.0000 4
## 5 622.2857 5
Using PCA
cor(wine)
## Type Alcohol Malic Ash
## Type 1.00000000 -0.32822194 0.43777620 -0.049643221
## Alcohol -0.32822194 1.00000000 0.09439694 0.211544596
## Malic 0.43777620 0.09439694 1.00000000 0.164045470
## Ash -0.04964322 0.21154460 0.16404547 1.000000000
## Alcalinity 0.51785911 -0.31023514 0.28850040 0.443367187
## Magnesium -0.20917939 0.27079823 -0.05457510 0.286586691
## Phenols -0.71916334 0.28910112 -0.33516700 0.128979538
## Flavanoids -0.84749754 0.23681493 -0.41100659 0.115077279
## Nonflavanoids 0.48910916 -0.15592947 0.29297713 0.186230446
## Proanthocyanins -0.49912982 0.13669791 -0.22074619 0.009651935
## Color 0.26566757 0.54636420 0.24898534 0.258887259
## Hue -0.61736921 -0.07174720 -0.56129569 -0.074666889
## Dilution -0.78822959 0.07234319 -0.36871043 0.003911231
## Proline -0.63371678 0.64372004 -0.19201056 0.223626264
## Alcalinity Magnesium Phenols Flavanoids
## Type 0.51785911 -0.20917939 -0.71916334 -0.8474975
## Alcohol -0.31023514 0.27079823 0.28910112 0.2368149
## Malic 0.28850040 -0.05457510 -0.33516700 -0.4110066
## Ash 0.44336719 0.28658669 0.12897954 0.1150773
## Alcalinity 1.00000000 -0.08333309 -0.32111332 -0.3513699
## Magnesium -0.08333309 1.00000000 0.21440123 0.1957838
## Phenols -0.32111332 0.21440123 1.00000000 0.8645635
## Flavanoids -0.35136986 0.19578377 0.86456350 1.0000000
## Nonflavanoids 0.36192172 -0.25629405 -0.44993530 -0.5378996
## Proanthocyanins -0.19732684 0.23644061 0.61241308 0.6526918
## Color 0.01873198 0.19995001 -0.05513642 -0.1723794
## Hue -0.27395522 0.05539820 0.43368134 0.5434786
## Dilution -0.27676855 0.06600394 0.69994936 0.7871939
## Proline -0.44059693 0.39335085 0.49811488 0.4941931
## Nonflavanoids Proanthocyanins Color Hue
## Type 0.4891092 -0.499129824 0.26566757 -0.61736921
## Alcohol -0.1559295 0.136697912 0.54636420 -0.07174720
## Malic 0.2929771 -0.220746187 0.24898534 -0.56129569
## Ash 0.1862304 0.009651935 0.25888726 -0.07466689
## Alcalinity 0.3619217 -0.197326836 0.01873198 -0.27395522
## Magnesium -0.2562940 0.236440610 0.19995001 0.05539820
## Phenols -0.4499353 0.612413084 -0.05513642 0.43368134
## Flavanoids -0.5378996 0.652691769 -0.17237940 0.54347857
## Nonflavanoids 1.0000000 -0.365845099 0.13905701 -0.26263963
## Proanthocyanins -0.3658451 1.000000000 -0.02524993 0.29554425
## Color 0.1390570 -0.025249931 1.00000000 -0.52181319
## Hue -0.2626396 0.295544253 -0.52181319 1.00000000
## Dilution -0.5032696 0.519067096 -0.42881494 0.56546829
## Proline -0.3113852 0.330416700 0.31610011 0.23618345
## Dilution Proline
## Type -0.788229589 -0.6337168
## Alcohol 0.072343187 0.6437200
## Malic -0.368710428 -0.1920106
## Ash 0.003911231 0.2236263
## Alcalinity -0.276768549 -0.4405969
## Magnesium 0.066003936 0.3933508
## Phenols 0.699949365 0.4981149
## Flavanoids 0.787193902 0.4941931
## Nonflavanoids -0.503269596 -0.3113852
## Proanthocyanins 0.519067096 0.3304167
## Color -0.428814942 0.3161001
## Hue 0.565468293 0.2361834
## Dilution 1.000000000 0.3127611
## Proline 0.312761075 1.0000000
pcawine <- princomp(wine, cor = TRUE, scores = TRUE)
summary(pcawine)
## Importance of components:
## Comp.1 Comp.2 Comp.3 Comp.4 Comp.5
## Standard deviation 2.3528595 1.5802140 1.2025283 0.96328492 0.93675104
## Proportion of Variance 0.3954249 0.1783626 0.1032910 0.06627984 0.06267875
## Cumulative Proportion 0.3954249 0.5737874 0.6770785 0.74335831 0.80603706
## Comp.6 Comp.7 Comp.8 Comp.9
## Standard deviation 0.8202307 0.74417670 0.59163686 0.54271718
## Proportion of Variance 0.0480556 0.03955707 0.02500244 0.02103871
## Cumulative Proportion 0.8540927 0.89364973 0.91865217 0.93969088
## Comp.10 Comp.11 Comp.12 Comp.13
## Standard deviation 0.51215828 0.47523512 0.41084877 0.359950245
## Proportion of Variance 0.01873615 0.01613203 0.01205691 0.009254584
## Cumulative Proportion 0.95842703 0.97455906 0.98661596 0.995870549
## Comp.14
## Standard deviation 0.240441928
## Proportion of Variance 0.004129451
## Cumulative Proportion 1.000000000
str(pcawine)
## List of 7
## $ sdev : Named num [1:14] 2.353 1.58 1.203 0.963 0.937 ...
## ..- attr(*, "names")= chr [1:14] "Comp.1" "Comp.2" "Comp.3" "Comp.4" ...
## $ loadings: loadings [1:14, 1:14] 0.39367 -0.13633 0.22268 -0.00226 0.2243 ...
## ..- attr(*, "dimnames")=List of 2
## .. ..$ : chr [1:14] "Type" "Alcohol" "Malic" "Ash" ...
## .. ..$ : chr [1:14] "Comp.1" "Comp.2" "Comp.3" "Comp.4" ...
## $ center : Named num [1:14] 1.94 13 2.34 2.37 19.49 ...
## ..- attr(*, "names")= chr [1:14] "Type" "Alcohol" "Malic" "Ash" ...
## $ scale : Named num [1:14] 0.773 0.81 1.114 0.274 3.33 ...
## ..- attr(*, "names")= chr [1:14] "Type" "Alcohol" "Malic" "Ash" ...
## $ n.obs : int 178
## $ scores : num [1:178, 1:14] -3.52 -2.53 -2.79 -3.92 -1.41 ...
## ..- attr(*, "dimnames")=List of 2
## .. ..$ : NULL
## .. ..$ : chr [1:14] "Comp.1" "Comp.2" "Comp.3" "Comp.4" ...
## $ call : language princomp(x = wine, cor = TRUE, scores = TRUE)
## - attr(*, "class")= chr "princomp"
loadings(pcawine)
##
## Loadings:
## Comp.1 Comp.2 Comp.3 Comp.4 Comp.5 Comp.6 Comp.7 Comp.8
## Type 0.394 -0.122 0.158 0.200
## Alcohol -0.136 -0.484 0.207 -0.251 -0.135 -0.422
## Malic 0.223 -0.224 -0.470 -0.189 -0.598 0.374
## Ash -0.316 -0.626 0.250 -0.108 -0.167 0.172
## Alcalinity 0.224 -0.612 -0.269 -0.413
## Magnesium -0.125 -0.301 -0.131 0.163 0.778 -0.145 0.330 0.149
## Phenols -0.359 -0.147 -0.191 -0.145 0.148 0.363
## Flavanoids -0.391 -0.151 -0.145 -0.112 0.175
## Nonflavanoids 0.267 -0.170 0.328 -0.433 0.259 0.611 0.231
## Proanthocyanins -0.279 -0.150 -0.463 0.466 0.423 -0.344
## Color -0.530 0.137 0.425 -0.186
## Hue -0.277 0.278 0.435 0.192 -0.484
## Dilution -0.351 0.163 -0.166 -0.157 -0.144 -0.218
## Proline -0.270 -0.366 0.127 0.256 -0.111
## Comp.9 Comp.10 Comp.11 Comp.12 Comp.13 Comp.14
## Type 0.162 -0.199 0.492 0.669
## Alcohol 0.450 0.311 -0.222 0.264
## Malic -0.326 -0.119
## Ash -0.262 -0.125 -0.495 0.192
## Alcalinity 0.119 0.157 0.475 -0.200
## Magnesium 0.253 0.128
## Phenols 0.406 -0.308 0.297 0.301 0.360 -0.253
## Flavanoids -0.140 -0.598 0.602
## Nonflavanoids 0.159 0.241 0.122
## Proanthocyanins -0.266 0.109 -0.233 0.110
## Color -0.217 -0.598 -0.159 -0.179
## Hue 0.212 -0.510 -0.258
## Dilution 0.456 -0.611 0.329 0.135
## Proline -0.545 0.551 0.173 0.216
##
## Comp.1 Comp.2 Comp.3 Comp.4 Comp.5 Comp.6 Comp.7 Comp.8
## SS loadings 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000
## Proportion Var 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071
## Cumulative Var 0.071 0.143 0.214 0.286 0.357 0.429 0.500 0.571
## Comp.9 Comp.10 Comp.11 Comp.12 Comp.13 Comp.14
## SS loadings 1.000 1.000 1.000 1.000 1.000 1.000
## Proportion Var 0.071 0.071 0.071 0.071 0.071 0.071
## Cumulative Var 0.643 0.714 0.786 0.857 0.929 1.000
plot(pcawine)
pca_data <- pcawine$scores[,1:6]
pca_wine_data <- cbind(wine,pca_data)
colnames(pca_wine_data)
## [1] "Type" "Alcohol" "Malic"
## [4] "Ash" "Alcalinity" "Magnesium"
## [7] "Phenols" "Flavanoids" "Nonflavanoids"
## [10] "Proanthocyanins" "Color" "Hue"
## [13] "Dilution" "Proline" "Comp.1"
## [16] "Comp.2" "Comp.3" "Comp.4"
## [19] "Comp.5" "Comp.6"
pca_lm <- lm(Type ~ `Comp.1`+`Comp.2`+`Comp.3`+`Comp.4`+`Comp.5`+`Comp.6`, data = pca_wine_data)
summary(pca_lm)
##
## Call:
## lm(formula = Type ~ Comp.1 + Comp.2 + Comp.3 + Comp.4 + Comp.5 +
## Comp.6, data = pca_wine_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.52518 -0.14139 0.00233 0.14515 0.55628
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.9382022 0.0166401 116.478 < 2e-16 ***
## Comp.1 0.3042494 0.0070723 43.020 < 2e-16 ***
## Comp.2 -0.0043979 0.0105303 -0.418 0.677
## Comp.3 -0.0009413 0.0138376 -0.068 0.946
## Comp.4 -0.0946467 0.0172743 -5.479 1.51e-07 ***
## Comp.5 0.1217895 0.0177636 6.856 1.23e-10 ***
## Comp.6 0.1548327 0.0202870 7.632 1.55e-12 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.222 on 171 degrees of freedom
## Multiple R-squared: 0.9207, Adjusted R-squared: 0.9179
## F-statistic: 331 on 6 and 171 DF, p-value: < 2.2e-16
norm_pca_wine <- scale(pca_data)
dist_pca_wine <- dist(norm_pca_wine, method = "euclidean")
dist_pca_wine
## 1 2 3 4 5 6 7
## 2 2.3845232
## 3 1.9683113 3.3102153
## 4 1.6799844 3.0837247 1.5576825
## 5 2.2038766 3.5372079 2.1229017 2.9015865
## 6 1.6336874 2.4171906 2.0253933 1.3610785 2.7711174
## 7 2.0665295 1.6007886 2.3459312 1.9829017 2.8939589 1.3265240
## 8 2.0004348 2.4767194 3.1705913 2.9815604 2.1105132 2.3548284 2.1920069
## 9 2.2439531 1.5244980 2.5495850 2.0756407 3.4971582 1.4326138 0.9318045
## 10 1.7185248 1.9762618 1.7058598 1.5062868 2.9934208 1.2797673 1.2989865
## 11 1.1337663 2.0799469 1.5498117 1.1730077 2.4614410 0.9355341 1.1983630
## 12 2.1316309 1.3376682 2.8097543 2.6144303 2.9067434 1.5223448 1.0388827
## 13 2.2640504 1.7988016 2.2817583 2.2012309 2.9075725 1.2826884 0.7216552
## 14 3.2866127 3.0964253 2.6572681 2.4173633 4.0911671 1.9727559 2.0328237
## 15 2.5587552 3.0758129 2.3029481 1.5128240 3.9009241 1.4997547 2.1108518
## 16 1.8695895 2.6452979 2.5524520 2.4467939 2.0758493 1.4266557 1.8905561
## 17 1.5571662 3.1575599 2.0321520 1.9793599 1.6386574 1.5092073 2.2537800
## 18 1.9874135 3.1833625 1.9568458 2.2152369 1.8957376 1.4623118 2.2409377
## 19 2.3235104 3.0331034 2.4216848 1.8127869 3.1709780 0.8041935 1.8615414
## 20 1.7258356 2.3675250 2.8103534 2.6903031 2.4537542 2.8340122 2.4249293
## 21 0.5921133 2.3330793 2.0683770 1.9921539 2.4378580 2.0031871 2.3151704
## 22 2.4434520 2.9447469 2.4487333 2.9740517 2.0387751 3.2233866 2.6425211
## 23 1.8237195 1.4686127 2.2957890 2.4814643 2.2946530 2.0594006 1.2579113
## 24 2.0074108 1.8379093 2.3017834 2.8025875 1.9292486 2.2157526 1.6534662
## 25 2.2225279 2.4556759 2.0760356 2.7887769 1.5593415 2.4483407 1.9254190
## 26 3.7329363 5.1077396 3.4566320 4.3049256 1.7789236 4.0860991 4.3997648
## 27 2.2134751 2.0443547 2.0893891 2.2657397 2.3090222 1.5963400 0.8816584
## 28 2.1513623 0.8029939 2.8697955 2.8235404 2.9763040 1.9903801 1.2658385
## 29 2.2916317 3.0414792 2.0898663 2.6778587 1.3033895 2.1597034 2.1396863
## 30 1.8339202 1.2931713 2.1030778 2.0623650 2.8870089 1.6651109 0.9657284
## 31 2.2348042 3.5796678 1.2419178 2.0603193 1.9157366 1.8676220 2.5164159
## 32 1.0676757 2.3064190 1.6163467 1.3646056 2.3382996 0.7660560 1.5450323
## 33 1.9744153 1.9570287 2.1375242 2.4892283 2.2135850 1.5609658 1.4102389
## 34 2.7535028 3.6874815 3.3838154 3.5164189 2.2245069 2.6262653 3.1287408
## 35 1.7030916 2.3791542 2.5121011 2.7589615 1.4762814 2.0612406 2.0475530
## 36 1.5620867 2.3467638 1.1785038 1.9682230 1.7348237 1.8732207 1.7168174
## 37 1.9617034 2.4389551 2.6120214 2.8640289 1.6584312 2.0103363 2.0152097
## 38 1.9305408 1.9586735 2.4113351 2.7341242 1.9751145 1.8316561 1.6408925
## 39 2.2463644 0.9828839 3.0296430 3.1175309 3.1014839 2.2423034 1.7584794
## 40 2.3616616 3.0994558 3.3415438 2.9991796 3.2421895 3.4830368 3.1305703
## 41 1.3975361 2.7620417 1.2040672 1.5443485 2.5827835 1.7999823 2.2698931
## 42 2.8888296 2.1556751 2.9973813 3.0745754 3.2493293 3.1383529 2.0766555
## 43 1.4382519 1.9861687 1.7639282 1.5388781 2.4136470 1.6926070 1.2184265
## 44 2.5555749 2.5009320 2.6645386 2.8977610 2.8162523 3.1605080 2.3902847
## 45 1.6455225 2.2392733 1.7244875 2.0593822 2.8484428 2.1923588 2.1649236
## 46 2.6747640 2.7536085 3.2048906 3.0220050 2.7462315 3.1134201 2.3630537
## 47 2.3420488 2.3779224 2.3124701 2.0825848 3.0849643 2.5156495 1.7434059
## 48 1.8879841 2.2637313 1.8503921 1.6709094 3.3206525 1.9670303 1.9215786
## 49 1.6488552 2.6118872 1.0479874 1.2920168 2.3981869 1.1736686 1.6318626
## 50 1.8444398 2.7198923 1.7044253 1.3048364 3.0009197 0.8665956 1.7819336
## 51 2.9036435 3.0423104 2.7338905 2.5721513 4.4114138 2.7519250 2.9315239
## 52 1.6291470 2.1616689 1.4969698 1.7025327 2.1716774 1.1199783 1.1180465
## 53 1.5630029 2.4172471 1.5145060 0.9757206 2.7880718 0.7784717 1.3565420
## 54 1.8658616 2.7365499 2.3280475 2.2238192 2.0060125 1.2643891 1.7885142
## 55 0.8858553 1.8161001 2.4987431 2.1962355 2.6296264 1.9008927 2.0121292
## 56 1.2071938 3.2187238 1.4089059 1.7378906 2.1968783 2.0953421 2.7276977
## 57 0.7987597 2.2571749 1.6989330 1.3018797 2.5804011 1.3930293 1.8198945
## 58 1.6692522 2.3542752 1.7043392 1.8512473 1.8668845 1.1221066 1.2551627
## 59 1.1704282 2.6789474 1.3334775 0.8981023 2.6068170 1.1829112 1.9007546
## 60 5.1072158 3.3402949 5.9712819 5.9451176 6.1403640 5.1701687 4.6929368
## 61 4.4297575 3.6679621 4.8205921 5.1726412 4.2356791 3.9566460 3.8769210
## 62 3.5606806 2.8690823 3.8754664 4.1604920 3.9306907 3.1609594 3.1573373
## 63 3.0546834 1.6602399 3.7154326 3.8953644 3.6103024 2.9259411 2.4715944
## 64 3.0307294 3.3754235 2.2500518 3.2733279 3.4502495 3.2758054 3.3082201
## 65 3.5868166 3.5218057 3.8905032 4.6319378 2.9071965 3.7247616 3.7069044
## 66 2.6981256 3.3999922 2.1859345 3.1459162 2.6375710 2.6491325 3.0654924
## 67 4.1239036 3.7104448 3.5017619 3.8852296 5.1040356 3.8860698 3.7662807
## 68 3.2556680 2.2998554 3.0808097 3.7677504 3.5851409 3.2618577 2.7359180
## 69 3.5125615 3.0149935 4.1198410 4.3312487 3.4263656 3.1363192 3.1284662
## 70 4.5067504 5.2626689 5.7623631 5.8947649 5.5038625 5.7390694 6.1043843
## 71 2.8492581 2.8358818 3.5110241 3.9661386 3.0478955 3.2570337 3.3042963
## 72 2.9148234 3.6436379 1.7456509 3.1641429 1.8077325 3.0861908 3.0001558
## 73 2.6085710 2.3577094 2.5248645 3.3096874 2.2893441 2.8586192 2.3914162
## 74 3.5304337 5.3584030 3.7891322 4.5639800 2.6142712 4.6488785 5.1320435
## 75 2.1832716 3.1180641 2.2768570 3.1694926 2.5340027 3.1585624 3.2763439
## 76 3.3726958 2.5550289 3.9541626 4.4180096 3.8831588 3.7298869 3.4801038
## 77 3.5010569 2.5258096 3.7761728 4.0636956 4.4890755 3.5083185 3.2923425
## 78 2.9832643 2.7028459 3.7319716 4.2471011 2.8236017 3.7334048 3.3609403
## 79 3.4913129 4.3246431 4.3322315 4.5474076 4.5729069 4.2903397 4.8500655
## 80 3.0866556 3.6112585 2.2820690 3.4838486 2.0166226 3.6418998 3.2284453
## 81 3.4836414 2.9983409 3.3171264 4.2367320 3.5761647 3.7096194 3.4480802
## 82 2.4611628 2.1934681 2.1667797 2.9724406 2.7643896 2.6580907 2.2695908
## 83 3.8578663 3.7826954 3.2663998 4.3908527 2.8629716 3.7213079 3.5474047
## 84 3.6285504 3.4446473 2.6879895 3.5059663 2.9859856 3.2828318 2.7856669
## 85 2.8001834 3.6445975 2.3041813 3.3914174 2.9607223 3.4652286 3.6344604
## 86 2.6177597 2.4139562 2.9564061 3.6819835 2.7629556 3.0486023 2.8876261
## 87 3.4382596 3.4178567 3.1455317 4.1809601 2.7660793 3.5091502 3.4232179
## 88 3.9265187 4.2170767 3.4271486 4.6477204 2.4582415 4.1395390 4.0010087
## 89 3.4132349 3.2911859 2.7897474 3.8979509 2.5136530 3.3778696 3.0499478
## 90 3.9476802 3.5525132 3.0740796 4.2314674 3.2044496 3.7659793 3.3096730
## 91 3.6346394 3.0974011 3.1409441 4.0516203 3.2679180 3.3730290 3.0473256
## 92 3.5764395 3.5856604 2.9680460 4.0563648 2.8881449 3.4665083 3.3903205
## 93 3.8750157 3.4438664 3.2275912 4.0747393 3.5193025 3.3649664 3.1753214
## 94 3.1253484 2.9559893 2.7857473 3.7115959 3.1534456 3.7880001 3.2286040
## 95 2.6756614 2.8811949 2.8647445 3.7272988 2.8370781 3.6083611 3.3600710
## 96 4.0039840 5.6266853 4.8432186 5.1397486 4.6245657 5.1865308 5.8908485
## 97 3.8934296 4.9805757 4.9460759 5.3786260 3.6741081 5.2083985 5.4208236
## 98 3.1898330 2.5848693 2.9918743 3.7061604 3.7447115 3.3255010 3.0210758
## 99 3.0996985 3.4880087 2.1852986 3.0869818 3.6782539 3.1762310 3.2849859
## 100 3.4870928 3.6434751 2.2351875 3.5147902 3.3042009 3.5955767 3.3287832
## 101 2.9415960 2.0740080 3.4900641 3.9229067 3.7269653 3.4926383 3.0862843
## 102 3.1649207 2.1480494 3.5746178 4.0620292 3.6748404 3.4684002 3.0325125
## 103 2.7194098 3.0558760 2.3927313 3.4144078 2.0446409 3.4097199 2.9859497
## 104 3.4128029 2.8891655 3.1570709 3.9961791 3.6635714 3.6772331 3.3202566
## 105 2.9163525 2.2999732 2.6569796 3.4729014 3.0710964 3.1531447 2.5893903
## 106 3.7317147 3.4740211 2.8740292 3.9865192 2.8242972 3.6088340 3.1205187
## 107 3.2190431 2.6207703 2.7638964 3.6367915 3.2796875 3.2573867 2.7802334
## 108 3.2943346 3.1605042 2.6157628 3.6165838 2.8570134 3.1391282 2.9164785
## 109 3.4154792 3.4398908 2.8512038 3.7778665 3.7989739 3.7042102 3.6113491
## 110 3.0994144 4.1339554 2.0070213 3.4460295 2.6249766 3.6019538 3.7800911
## 111 4.8893943 5.6998716 4.3516985 4.9730503 5.4944112 5.7406104 5.7747138
## 112 3.0099972 2.7455637 2.8125483 3.6812946 2.8860555 3.6261287 3.0269278
## 113 3.8405197 4.0655617 3.6730242 4.5312463 2.2866215 3.7982990 3.6856887
## 114 3.6723436 3.9474225 3.0553680 4.2147307 3.0816160 3.6630462 3.7902410
## 115 3.4643831 3.4986238 2.6090494 3.8564262 2.4759866 3.4743009 3.1600458
## 116 4.5108636 4.4758385 3.7753567 5.0057823 3.8418575 4.4482600 4.3996995
## 117 3.2543060 2.8796300 3.0890281 4.0091812 3.3394922 3.7507334 3.3528459
## 118 2.7680518 3.2553158 2.9231853 3.8837175 2.4850186 3.6080455 3.5581023
## 119 3.9107010 2.4351656 4.0049253 4.2717796 4.2026632 3.9131030 2.9576058
## 120 3.4139703 2.8520639 3.1903997 3.9591991 3.4493266 3.9565772 3.2350504
## 121 2.8855338 3.5518283 2.0684375 3.3121946 2.5706390 3.5687751 3.3801621
## 122 4.9836199 6.6040090 3.8354541 5.0891382 3.4242589 5.3932337 5.8047644
## 123 4.0684744 4.7487233 3.4651852 4.5307469 2.5051985 4.7635363 4.3701636
## 124 4.8437905 4.7746523 4.3037065 4.8031666 4.7086673 5.4234932 4.6536669
## 125 4.8798410 5.3974333 3.8531064 4.7403389 4.7344773 5.5343051 5.1491582
## 126 3.2667370 3.1165520 2.4949983 3.6130583 2.9747277 3.5742886 3.0656327
## 127 3.4039504 3.8230405 2.0749044 3.3205548 3.2659288 3.4738953 3.4052061
## 128 4.4477573 5.2329892 3.2576673 4.6553251 2.8311030 4.4714326 4.5795686
## 129 3.4144133 3.8554355 2.3635583 3.7436515 2.7998666 3.6995337 3.5969353
## 130 3.8057606 3.5038695 3.1921161 4.0442630 3.0828759 4.0947954 3.2935139
## 131 3.3712051 3.8286428 4.5785487 4.6714192 4.0274913 4.1900122 4.4669834
## 132 2.9054274 3.0780120 3.7011074 3.9297934 3.1623678 3.6228867 3.4963729
## 133 3.0093863 3.4233658 3.4004610 3.8654762 2.9507511 3.5224316 3.5731189
## 134 3.0179721 3.3671002 3.8467142 4.0922728 3.2306781 3.9738793 3.8069622
## 135 4.1757149 3.8805934 3.7583992 4.2328585 4.3208497 3.4827470 3.6446442
## 136 3.7479658 3.4364464 3.5659172 3.9007301 3.8499809 3.1582305 3.2019380
## 137 3.8051277 3.4296200 3.7881984 4.2928690 3.0394844 3.9010491 3.3058643
## 138 4.1134048 4.3415586 3.5586212 4.3247835 2.7768042 4.2295620 3.8014331
## 139 3.6516734 2.8904601 3.4999477 3.7911265 3.5576539 3.2062317 2.6571641
## 140 3.2529482 3.6370090 2.9730356 3.7660233 2.0377353 3.2698097 3.1844317
## 141 3.3795824 3.3342746 3.3488881 3.9344639 2.4331926 3.3049066 3.0223710
## 142 3.0479577 2.4064184 3.3810360 3.5934911 3.0809264 2.9957244 2.4891945
## 143 3.6455934 3.6189995 3.7054506 4.2469415 2.4792640 3.6424386 3.3023540
## 144 3.5301437 2.9907058 3.5013900 3.8205524 3.1495270 3.6340386 2.8130327
## 145 2.9794585 3.3383094 3.7731014 3.7756083 3.6776730 3.7204520 3.6937810
## 146 2.9234190 2.8492676 3.3059781 3.5498463 3.1552487 3.3183955 3.0274493
## 147 4.4139364 3.5116785 4.5546643 4.6465080 4.4078694 4.4816143 3.6367197
## 148 3.6881127 3.5900103 3.2787377 3.6420397 3.3456022 3.6134963 3.1206229
## 149 3.2986766 3.6121916 2.8084402 3.1185938 3.4193953 3.0314178 3.0769294
## 150 3.0803499 3.8756637 3.4419458 3.5317479 3.4656544 3.6056551 3.7890237
## 151 3.2081943 4.5486211 3.7919305 3.9503911 3.3660257 4.0625268 4.4681195
## 152 3.3823615 4.5080173 3.5963736 3.7641120 3.8825292 3.9066952 4.3842503
## 153 3.3761053 4.9128440 3.3259344 3.9167929 3.1678177 4.0107055 4.6165796
## 154 4.0526764 4.4512099 3.3906460 3.5292795 4.4571690 3.4655694 3.8283040
## 155 3.9186914 4.2241978 3.8465350 4.1722803 4.3869394 3.6861141 4.1555565
## 156 3.8086959 3.9575578 3.1264406 3.4711716 3.5948306 3.5568880 3.2958876
## 157 3.6877114 3.8084884 3.0687117 3.2255145 3.9062570 3.3437138 3.1960818
## 158 3.9258832 4.6292005 3.1198031 3.9207047 2.9028455 3.5850074 3.8512858
## 159 5.6378848 6.8010557 4.4028710 4.7311246 5.6917197 5.0299999 5.8076502
## 160 5.1380918 6.0302234 3.9228736 4.3451765 5.2188686 4.4789533 5.1380267
## 161 3.5375028 3.6872568 2.8120263 3.4062871 3.3618274 3.3806927 3.1987023
## 162 2.9982983 3.0024866 3.4157719 3.6410762 2.5860759 2.9114286 2.7716433
## 163 3.2637539 3.5451255 3.1879587 3.8167232 2.3135994 3.2400985 3.1779101
## 164 2.9076017 2.8105273 3.5772441 3.7346520 3.1082467 3.3442819 3.0947573
## 165 3.3385678 3.4078554 3.1467236 3.2986311 3.5964940 2.9096450 2.9921910
## 166 3.5985061 3.2668718 3.2964585 3.6511057 3.3437779 3.3957412 2.8925119
## 167 2.9988006 4.0793346 2.8714930 3.1133695 2.8899719 3.0070088 3.4856808
## 168 3.3275746 3.2419866 3.1734221 3.3198119 3.6807486 3.0038433 2.9467971
## 169 2.9882687 4.1042672 2.7407310 3.1871076 2.6709219 3.0011722 3.5106522
## 170 3.2864756 4.4362114 3.4130681 3.7203086 2.6326714 3.9875540 4.0142526
## 171 3.2304593 2.9268150 3.6177473 4.0075097 3.2760554 3.5627156 3.2705229
## 172 3.8347548 3.6187084 3.5994909 3.8434503 4.0840585 3.3348040 3.3676193
## 173 3.4271285 3.6379210 3.0841686 3.1171036 3.7216862 2.7596177 2.9839498
## 174 3.8139117 3.6703016 3.6636749 3.7239059 3.5804508 3.7318986 3.1620897
## 175 2.8795368 3.5307595 2.7084199 3.0696663 2.6766523 3.0175766 3.0555577
## 176 3.0857161 3.8341926 3.5658097 3.4014433 3.6920978 3.4261271 3.6812343
## 177 3.2076962 4.0792560 3.4335607 3.4932141 3.6194909 3.1521623 3.7735133
## 178 3.8400598 4.5002001 2.9701038 3.3840180 3.1996383 3.4176855 3.5075396
## 8 9 10 11 12 13 14
## 2
## 3
## 4
## 5
## 6
## 7
## 8
## 9 2.8656317
## 10 2.8981439 0.9612862
## 11 2.2716580 1.3745906 0.8371818
## 12 1.9395901 1.2902721 1.7120783 1.6246193
## 13 2.4683636 0.9703794 1.2554724 1.3479641 0.9155950
## 14 3.9892225 1.7039226 1.8021582 2.2106265 2.4745766 1.6766452
## 15 3.7647267 1.6757223 1.4167023 1.6968660 2.5897098 2.0130034 1.3305648
## 16 1.4629909 2.3838361 2.3109166 1.7619591 1.5223035 1.7812927 3.0271371
## 17 1.8104700 2.7122946 2.3304703 1.6946916 2.2144747 2.2456019 3.2434670
## 18 2.2932772 2.5853270 2.2087892 1.7857368 2.0827779 1.9611250 2.8083681
## 19 2.8255109 1.9419723 1.8920446 1.6418718 1.9744403 1.6466613 1.8532585
## 20 1.9662135 2.8576790 2.6106403 2.1841901 2.6594658 2.9041154 4.2034805
## 21 2.3874899 2.3350477 1.7369857 1.3952995 2.3217403 2.4592420 3.4390599
## 22 2.5416570 3.2094695 2.8285181 2.5151035 3.0362296 2.9833246 4.1795513
## 23 1.8374572 1.8103366 1.7344447 1.4594445 1.4311231 1.5024534 2.9520734
## 24 1.8310494 2.1693874 2.0127523 1.7643803 1.4864202 1.6146702 3.1242935
## 25 2.0174195 2.5749256 2.2878482 1.9481924 2.0459421 1.9451440 3.2801777
## 26 3.3329841 5.0255673 4.5411822 3.9901394 4.2881575 4.2850700 5.2821080
## 27 2.0674047 1.6142517 1.6500836 1.4480518 1.2268464 0.8274474 2.2527419
## 28 2.1258621 1.3684936 1.7134767 1.7768592 0.7453074 1.2741553 2.7956790
## 29 1.9055155 2.8313967 2.5393404 2.0248747 2.1562211 2.0288095 3.2032547
## 30 2.5314216 0.9187229 0.8428916 1.1162288 1.3260575 1.0945364 2.2237800
## 31 2.9668676 2.8179696 2.1832067 1.8661920 2.6724119 2.2364758 2.6833296
## 32 2.2547924 1.6143242 1.0841989 0.6768975 1.6187815 1.4844680 2.3570315
## 33 2.0817227 1.7308434 1.6137917 1.4785310 1.0293572 1.0089064 2.4394683
## 34 1.9675627 3.6305253 3.4980548 2.9367360 2.6285718 2.9598011 4.1247946
## 35 1.0609003 2.6077576 2.4263250 1.9074676 1.6725677 2.0591429 3.5682705
## 36 2.3648667 2.0611553 1.4307274 1.2169421 1.9794920 1.6964790 2.7572777
## 37 1.2135682 2.5805736 2.4730908 1.9944429 1.5474097 1.9245464 3.4208940
## 38 1.6543877 2.0721235 1.9972301 1.7309195 1.1022610 1.4298545 2.9773068
## 39 2.3749765 1.6965900 1.9054537 2.0090287 1.0737485 1.6035480 3.0012138
## 40 2.8282424 3.4685939 3.2038185 2.8320993 3.5273003 3.6919280 4.7767731
## 41 3.1041143 2.1277775 1.2072539 1.2655778 2.5001563 2.2077306 2.6930558
## 42 2.9341149 2.4585132 2.5004898 2.5310480 2.6187458 2.5315760 3.6239440
## 43 2.1832336 1.6656926 1.3207849 0.9232291 1.8963184 1.6780526 2.6986236
## 44 2.8662135 2.7619588 2.5269074 2.4608487 2.8728475 2.8073141 3.9115241
## 45 3.1414708 1.9416653 1.1808793 1.4860934 2.3807623 2.1779815 2.8618043
## 46 2.1009910 3.0576711 3.0610139 2.6597888 2.8247626 2.9445440 4.2248002
## 47 2.8934006 2.1090609 1.9331180 1.8388074 2.5925871 2.2860410 3.0507613
## 48 3.3646270 1.5247883 0.8232522 1.3527971 2.3899016 2.0223704 2.3533652
## 49 2.7921678 1.6640058 0.9148684 0.9426568 1.9778957 1.4768748 2.0147095
## 50 3.0427187 1.5459075 1.0184292 1.1384164 2.0130863 1.5714570 1.7364921
## 51 4.4960014 2.2082942 1.7415633 2.4232092 3.2121095 2.8235559 2.5244340
## 52 2.2131016 1.5172453 1.1268096 0.7850801 1.4139871 0.9635748 2.0578584
## 53 2.7191923 1.3324610 0.7538307 0.5743452 1.8433878 1.3585320 1.7735421
## 54 1.6152713 2.3101833 2.1893219 1.6375433 1.5895787 1.6814738 2.8409235
## 55 2.0291515 2.0329369 1.7502737 1.4761184 1.8712096 2.2298692 3.4228248
## 56 2.9352497 2.7733159 1.9382098 1.6549496 2.8740255 2.7394780 3.3927210
## 57 2.5021516 1.7540230 1.0971148 0.8565541 2.0440208 1.9703156 2.7605992
## 58 1.8470461 1.8207716 1.5631475 1.0956085 1.3836676 1.1472775 2.3827736
## 59 2.7837277 1.8413299 1.0601253 0.8234971 2.2364325 1.9404388 2.4139120
## 60 5.2653495 4.2104789 4.6230991 5.0427806 4.0699720 4.5596961 5.3943148
## 61 3.7910957 3.9447496 4.2033613 4.2517749 2.9560979 3.3983820 4.4599052
## 62 3.6886734 2.8938670 3.0385215 3.3571022 2.3956864 2.6931154 3.5855416
## 63 2.9247271 2.3447646 2.6524280 2.8650110 1.6562085 2.2072176 3.5070667
## 64 4.3319985 3.0329815 2.3195657 2.7548651 3.3641393 2.9946208 3.2548500
## 65 3.1721571 3.9375865 3.8023247 3.6919928 2.9480313 3.3154993 4.5819754
## 66 3.5614515 2.9949248 2.4116627 2.5499089 2.7721719 2.5793661 3.1635872
## 67 5.4490962 3.0920950 2.7683758 3.5443618 3.9468603 3.4802595 3.0609121
## 68 3.7784782 2.5112424 2.3863479 2.8661141 2.5005061 2.4095618 3.2408743
## 69 2.8015667 3.2918343 3.5156480 3.4411352 2.1847038 2.7565007 4.0329826
## 70 5.4691114 5.8732697 5.4663981 5.4008877 5.6255364 6.0953646 7.0318248
## 71 3.0707572 3.2603554 3.0821130 3.1493802 2.6176315 3.0640392 4.3073763
## 72 3.3558455 3.3790277 2.7628339 2.6422351 3.1402901 2.7589665 3.5068842
## 73 2.7345871 2.6191560 2.3698664 2.4668438 2.1776595 2.2276294 3.5238910
## 74 4.0048623 5.4911381 4.7954041 4.3029973 4.9678028 5.0975075 6.0810477
## 75 3.4166469 3.2489153 2.5281789 2.5463666 3.1566920 3.1542515 4.0354382
## 76 3.7361611 3.2382590 3.1831661 3.4695657 2.8306926 3.2225067 4.3303669
## 77 4.3497765 2.6924128 2.6696085 3.2681856 2.9031119 2.9870492 3.5429283
## 78 2.7371695 3.5764336 3.4410879 3.3642835 2.8545866 3.3512906 4.8478238
## 79 4.7841394 4.4686194 3.9901078 4.1053113 4.3840085 4.6645186 5.3143046
## 80 3.3946969 3.6666169 3.1184787 3.0076912 3.4860699 3.2462945 4.2214155
## 81 4.0669968 3.2897314 2.9801212 3.3060653 3.0648124 3.0464959 3.8483788
## 82 3.2116320 2.2013224 1.7759400 2.1233635 2.2224446 2.0316267 2.9631010
## 83 3.7799356 3.7924095 3.5231420 3.5744461 3.1757004 3.0567430 3.9499633
## 84 3.7198921 3.0461573 2.8617209 3.1015844 2.9912225 2.5971091 3.3238523
## 85 4.0917964 3.5102154 2.7351968 2.9382214 3.5882796 3.4140153 4.0113210
## 86 3.0252625 2.8796329 2.5880520 2.6871382 2.3473019 2.5860151 3.7743102
## 87 3.5643869 3.5463314 3.2351463 3.3278552 2.9376782 2.9649099 3.9722474
## 88 3.7200309 4.3889908 4.0109284 3.8858885 3.6775169 3.6521270 4.7043009
## 89 3.4321384 3.3078837 3.0154207 3.1210334 2.8205560 2.6695893 3.6809202
## 90 4.0735574 3.4842153 3.2301918 3.4649362 3.2028796 2.8828900 3.6005216
## 91 3.7995905 3.0529249 2.9070993 3.2255508 2.6890651 2.5465855 3.3833869
## 92 3.8191090 3.4743377 3.1390923 3.3301479 3.0388143 2.9024451 3.7247205
## 93 4.0723137 3.1287156 3.0128915 3.3772415 2.8520894 2.6093813 3.2059527
## 94 3.8435313 3.2892939 2.8191224 3.0368913 3.3733216 3.2297488 4.1259706
## 95 3.4787252 3.3786395 2.8565731 2.9420534 3.1931981 3.2862781 4.3547123
## 96 5.2131018 5.7795415 5.1267712 4.9269523 5.5560823 5.8200392 6.5650299
## 97 4.0290388 5.6460534 5.2119697 4.8657999 4.9900264 5.4798079 6.8095096
## 98 4.0745174 2.6640827 2.3506109 2.8778793 2.8263766 2.6880598 3.2933888
## 99 4.5081137 2.9235290 2.1915652 2.7144349 3.4324200 2.9704477 2.9776633
## 100 4.4145291 3.3011952 2.6774562 3.0298001 3.5689213 3.0560863 3.3477789
## 101 3.6106502 2.8187294 2.6649295 2.9906727 2.7168828 2.9700580 4.0137195
## 102 3.5635787 2.8089739 2.7635491 3.1122172 2.5438408 2.8201880 3.9259970
## 103 3.0684195 3.3186426 2.8280212 2.7795654 3.0636980 2.9994131 4.1531479
## 104 4.1596507 3.0814115 2.7528021 3.2190183 3.1207335 3.0378629 3.7901977
## 105 3.4686198 2.5444827 2.2543089 2.6091588 2.5127916 2.3879436 3.3506423
## 106 3.7545355 3.3935240 3.1358809 3.3170208 3.0869722 2.8052934 3.6847803
## 107 3.7744757 2.6655789 2.3933955 2.8338710 2.6643790 2.4640606 3.2673899
## 108 3.6553359 2.9568947 2.6397799 2.9392924 2.7244145 2.4973072 3.3087893
## 109 4.5795152 3.2810626 2.7132227 3.2271134 3.5658920 3.3169533 3.7171734
## 110 4.1960405 3.8508055 3.0283312 3.0845312 3.8601461 3.5265867 4.0135947
## 111 6.5050036 5.5059721 4.7510287 5.0550010 6.1133753 5.8246504 5.9734161
## 112 3.4849682 3.1619308 2.7837346 2.9573003 3.0811631 3.0324158 4.1108874
## 113 3.0287035 4.2197691 4.0532853 3.7971222 3.2465128 3.3861086 4.6282935
## 114 4.1491296 3.8019703 3.3469012 3.5115452 3.4120783 3.2661566 3.9243499
## 115 3.6144988 3.4367916 3.0478103 3.1400482 3.0622366 2.8005684 3.6843700
## 116 4.8692463 4.4246042 4.0393423 4.2294294 4.0577613 3.8491018 4.3575948
## 117 3.9232974 3.2567854 2.8697022 3.1912776 3.1664369 3.1465597 4.0700634
## 118 3.3649523 3.6491824 3.1236292 3.1196946 3.2295904 3.3813366 4.5132535
## 119 3.8892220 2.9266852 3.1802817 3.5650709 2.9506914 3.0299246 4.0606894
## 120 3.9004779 3.2936973 3.0019946 3.2762542 3.3627224 3.2804281 4.2537568
## 121 3.8541921 3.4997635 2.7767549 2.8798459 3.5780307 3.3112483 4.0453007
## 122 5.4903438 6.2112849 5.4354647 5.1261739 5.9514990 5.6269012 6.0639668
## 123 3.9688051 4.9408988 4.4495593 4.2010484 4.6010100 4.4818550 5.5533791
## 124 5.2851241 4.9043223 4.5866538 4.6916516 5.2654991 4.9974517 5.6469540
## 125 5.9128297 5.2350660 4.5854753 4.7618289 5.7217400 5.2937944 5.5930392
## 126 3.8791453 3.1506159 2.6830800 2.9683791 3.2047820 2.9113914 3.6912494
## 127 4.4645181 3.3109521 2.6241503 3.0212894 3.6310736 3.1283747 3.3573517
## 128 4.6302119 4.9250324 4.3677510 4.2995411 4.5285900 4.2181210 4.8143433
## 129 4.1814315 3.6655426 3.0249441 3.2360474 3.6202850 3.2980665 3.9097455
## 130 3.7894508 3.6885948 3.4520185 3.5413991 3.5975535 3.3945288 4.4001128
## 131 3.7753643 4.3529132 4.1480549 4.0996496 3.8465884 4.4194197 5.5962176
## 132 3.0851775 3.5629707 3.3832357 3.3814859 3.1473226 3.5702510 4.8702248
## 133 3.3386451 3.6142264 3.3164283 3.3713152 3.2084706 3.4853834 4.6415836
## 134 3.2518323 3.9286347 3.6762445 3.6106258 3.5737841 3.9691984 5.2741268
## 135 4.6324813 3.3142868 3.2683376 3.7445775 3.2485829 3.0844305 3.3291010
## 136 3.9824628 3.0066939 3.0390589 3.4151730 2.8043608 2.7864381 3.4160243
## 137 3.2024640 3.7193839 3.7295487 3.7310393 3.1793902 3.3424593 4.6560726
## 138 3.6919095 4.3236448 4.1022725 4.0149333 3.9202629 3.8321039 4.9139009
## 139 3.4686894 2.7476131 2.9481157 3.2404237 2.5102067 2.5081271 3.5028933
## 140 2.9225355 3.5928155 3.3413464 3.2318416 2.9256368 2.9788338 4.1701882
## 141 2.7603467 3.4432124 3.3860523 3.3083835 2.6798474 2.8635622 4.1860365
## 142 2.7622761 2.6595338 2.7995321 2.9259070 2.1760584 2.4748736 3.8051240
## 143 2.7088704 3.8380280 3.8165535 3.6373941 2.9844917 3.2264554 4.6169664
## 144 3.1032407 3.2411055 3.2987446 3.3317076 2.9822317 3.0348104 4.2737858
## 145 3.5897478 3.6114727 3.3833130 3.4641347 3.5280027 3.8453608 4.9183367
## 146 3.1807876 3.0720310 2.9349850 3.0781754 2.8788209 3.1050763 4.2766726
## 147 4.0764906 3.8419551 4.0578799 4.2372815 3.7674197 3.8928324 4.9755583
## 148 3.7092871 3.3703660 3.2745250 3.4359620 3.3634369 3.2221476 4.1112608
## 149 3.9174764 2.9927580 2.7222721 3.0461062 3.1791382 2.9577671 3.4893288
## 150 3.7858414 3.7573177 3.4028325 3.4677879 3.7360866 3.8761048 4.7638838
## 151 3.8872767 4.5450016 4.0713954 3.9198513 4.3229604 4.5523981 5.5238361
## 152 4.4616947 4.2154901 3.7082439 3.8214231 4.2902571 4.3546024 4.9871642
## 153 4.3190938 4.6447524 3.9878011 3.9073491 4.4635018 4.4923410 5.2032634
## 154 4.9575627 3.4911409 3.2202249 3.6834408 3.9276034 3.5776960 3.4852715
## 155 4.7753576 3.7520674 3.4816118 3.8806588 3.7678744 3.7657197 4.1121265
## 156 4.1369756 3.4125086 3.2230911 3.4728165 3.6068577 3.3160568 3.8761259
## 157 4.3048308 3.0994537 2.9130771 3.2992902 3.5195790 3.1911702 3.5313719
## 158 4.0394596 4.0905357 3.7352143 3.7528480 3.7454430 3.5344086 4.1600937
## 159 6.7907659 5.5858260 5.0363161 5.2963408 6.0467462 5.4920142 4.8243301
## 160 6.2335047 4.8665753 4.3707631 4.7298973 5.3127667 4.7691116 4.1712350
## 161 4.0647118 3.2012558 2.8979280 3.2369417 3.3615672 3.0799622 3.6643693
## 162 2.3435972 3.1264684 3.1691660 3.0438455 2.3137962 2.6948763 4.0787833
## 163 2.8871038 3.5319112 3.3594171 3.2771650 2.8338260 2.9823940 4.2073167
## 164 2.8767365 3.2058331 3.1515918 3.1819321 2.7797325 3.1789844 4.4967004
## 165 3.7876601 2.8409470 2.7499217 3.0840882 2.8901693 2.8032905 3.4178411
## 166 3.5510849 3.0800183 3.0794972 3.2982832 2.9806566 2.8968332 3.8481326
## 167 3.5492451 3.5710943 3.1701297 3.1492240 3.4209008 3.3939907 4.1176249
## 168 3.8230862 2.7586083 2.6842313 3.0723038 2.8932234 2.8133004 3.4600092
## 169 3.5293496 3.6161649 3.1639024 3.1308361 3.3843319 3.3393947 4.0745228
## 170 3.3851668 4.4218941 4.0100990 3.7333463 4.1500523 4.2390471 5.3279510
## 171 3.3086778 3.2973965 3.2121895 3.3777905 2.9045325 3.2161984 4.4528121
## 172 4.2627316 3.1061866 3.0874050 3.5272068 3.1492601 3.0693963 3.5708021
## 173 3.9264892 2.8230836 2.7348591 3.0613075 2.9813428 2.7746964 3.1493926
## 174 3.5839849 3.5151279 3.5518609 3.5974559 3.4814928 3.4255419 4.3800372
## 175 3.2600540 3.2220428 2.8894512 2.9306645 3.0983026 3.0663823 3.9920363
## 176 3.7583838 3.6055509 3.3492447 3.4164013 3.6333067 3.7911281 4.6114723
## 177 3.9271784 3.6110678 3.3002753 3.4100204 3.4860283 3.5866741 4.2115414
## 178 4.0344920 3.7787052 3.4943579 3.5375219 3.7683236 3.4365266 3.9204450
## 15 16 17 18 19 20 21
## 2
## 3
## 4
## 5
## 6
## 7
## 8
## 9
## 10
## 11
## 12
## 13
## 14
## 15
## 16 2.8789504
## 17 2.8202512 1.0057720
## 18 2.6323765 1.0236143 0.8612234
## 19 1.5785563 1.6323647 1.7919951 1.5267644
## 20 3.7282146 2.8060577 2.6460549 3.1810743 3.5852898
## 21 2.7133771 2.2941865 2.0349728 2.3381691 2.7084161 1.7787725
## 22 4.0031139 3.1246848 2.8942679 3.2336152 3.8824194 1.4222552 2.4781631
## 23 2.9515802 2.0215385 2.3178116 2.4020409 2.6855834 1.7354002 1.9223555
## 24 3.2338276 1.8263090 2.1770882 2.1150757 2.7528380 2.1072846 2.0842177
## 25 3.4130031 2.0478579 2.1805373 2.1673520 2.9293178 2.1805089 2.3627448
## 26 5.2028356 3.1126250 2.7448412 2.8109571 4.2064592 4.1226529 3.9927975
## 27 2.5424654 1.6403329 2.0063030 1.8513341 2.0006253 2.5449318 2.4704281
## 28 2.8728365 2.0535015 2.5951172 2.5255969 2.5772129 2.3587279 2.1775874
## 29 3.3074827 1.4168756 1.5187106 1.4128530 2.3935770 2.7728257 2.6188787
## 30 2.1511087 2.2845107 2.5039482 2.4483057 2.3296533 2.2064318 1.8270664
## 31 2.5318247 1.9272323 1.4957582 1.0510747 1.9359851 3.3700721 2.4864470
## 32 1.7990824 1.4668292 1.3315708 1.3400338 1.4364164 2.4396147 1.3422311
## 33 2.6040101 1.3394462 1.8301435 1.4732235 1.9591587 2.7027509 2.1221166
## 34 4.0150425 1.2781236 1.6306446 1.6273874 2.6394898 3.5909017 3.1322797
## 35 3.4256390 1.0995260 1.3995373 1.6028957 2.5384154 2.1112779 1.9767237
## 36 2.6040462 2.0392607 1.8796366 1.8480844 2.4654200 2.0630928 1.6063144
## 37 3.3920653 0.8928533 1.4328794 1.4584015 2.3828980 2.4735076 2.2515814
## 38 3.0507370 1.2054386 1.7465157 1.5714680 2.2801789 2.4629300 2.0975575
## 39 3.0621839 2.2032461 2.7724343 2.6201203 2.7832640 2.6246276 2.1668190
## 40 4.1429348 3.6759031 3.3752403 3.9907779 4.2297470 1.0403980 2.3804365
## 41 2.0167160 2.5231917 2.1399097 2.1162219 2.3739738 2.5797236 1.2513219
## 42 3.6505974 3.4271943 3.5048377 3.7015175 3.8119409 1.9116405 2.8889426
## 43 2.3424027 2.2213460 2.1296854 2.3873285 2.3966573 1.5703832 1.6335253
## 44 3.7315867 3.3912004 3.2587350 3.5474309 3.8850481 1.4612064 2.5048110
## 45 2.3830619 2.8452896 2.6710224 2.6640484 2.8715549 2.2893307 1.3056963
## 46 4.0334154 3.0320717 2.9857296 3.4808217 3.7449736 1.4155866 2.9090988
## 47 2.8156885 3.1338810 3.0249869 3.2849895 3.1651178 1.8491160 2.4414014
## 48 1.7612513 2.9904264 2.8470849 2.8449785 2.6055262 2.5630769 1.7227194
## 49 1.6460863 1.9968195 1.7444234 1.5602445 1.6763634 2.7118939 1.7925532
## 50 1.0873350 2.0614290 1.9299497 1.6966247 1.2078097 3.1608345 2.0216208
## 51 1.9375247 3.8913013 3.8004153 3.6214258 3.1711278 3.7978113 2.6428382
## 52 2.0075531 1.4993040 1.6302887 1.4436868 1.6097739 2.4859234 1.8690282
## 53 1.1725383 1.9697636 1.8627557 1.8029503 1.3372018 2.7026294 1.7998171
## 54 2.6982723 0.3400470 0.8553602 0.8459126 1.4484830 2.8168014 2.3133393
## 55 2.8008786 2.1198384 2.0893689 2.4166087 2.6560874 1.6061351 0.8028692
## 56 2.6230318 2.4801012 1.8360564 2.0481936 2.6418485 2.4553440 1.1567164
## 57 1.9827651 2.1442854 1.8629540 2.0833164 2.1324718 2.0293860 0.8467830
## 58 2.3336352 1.0497526 1.2106497 1.0890092 1.5495334 2.4718419 2.0180111
## 59 1.5752997 2.1396145 1.7484534 1.8448017 1.7811116 2.5132168 1.3334990
## 60 5.5064274 5.2910588 5.8522506 5.6763049 5.6252414 5.1517677 4.8141490
## 61 4.9268071 3.2246360 3.9712949 3.4846968 4.0054302 4.9767167 4.4821705
## 62 3.8288411 3.0446651 3.5171955 3.0712961 3.4107908 4.2154036 3.4699411
## 63 3.7294077 2.7344338 3.3590348 3.1109930 3.3670211 3.3249331 2.9503711
## 64 3.1866419 3.7406136 3.6098186 3.2546316 3.6966570 3.7348094 2.6838711
## 65 4.8035179 2.8017479 3.2428936 2.8684642 3.9681805 4.0465456 3.5584890
## 66 3.1527981 2.6287648 2.5603551 1.9873861 2.8801594 3.7620394 2.5843802
## 67 3.1423884 4.8084864 4.8371376 4.4570579 4.2184209 4.7718893 3.8033342
## 68 3.5720907 3.4505916 3.7446440 3.3881798 3.7429115 3.4777511 2.9882140
## 69 4.2935686 2.3031862 3.0383858 2.6943088 3.2794475 4.0598495 3.6259743
## 70 6.2866139 5.6073336 5.4638903 5.6652402 6.2808266 4.9324818 4.0876240
## 71 4.1858755 2.8578188 3.0578425 2.9084198 3.7423837 3.2854663 2.6534893
## 72 3.6753705 2.8905547 2.6849254 2.3854452 3.4013027 3.2986562 2.9239677
## 73 3.6756735 2.6433934 2.7836571 2.6163111 3.4127276 2.5834374 2.4941294
## 74 5.5646212 4.0019571 3.4238425 3.6936713 4.9992648 3.9937593 3.5185556
## 75 3.6580212 3.1980175 2.9471298 2.9033117 3.7420134 2.7327000 1.7567341
## 76 4.3554851 3.5924643 3.9391494 3.7117246 4.2460073 3.6339734 3.0405008
## 77 3.5874131 3.9316482 4.2273925 3.9071926 3.9707230 4.0151717 3.1418384
## 78 4.7691595 3.1823374 3.3755186 3.4562499 4.3502970 2.6065787 2.7961561
## 79 4.6428787 4.4040027 4.2482685 4.2075945 4.7246311 4.4568721 3.0762848
## 80 4.2700711 3.4860498 3.2239917 3.2357244 4.1678644 2.7266598 3.0171505
## 81 4.0964447 3.6538941 3.9093694 3.4872472 4.1200109 3.9044607 3.1650631
## 82 3.0691901 2.8810758 2.9823657 2.7201798 3.2130442 2.7746253 2.2171178
## 83 4.4582863 3.1824556 3.4514381 2.8822064 3.9000852 4.2888854 3.8246085
## 84 3.7761117 3.3841334 3.3696437 3.0948147 3.6403628 3.6009196 3.6585700
## 85 3.7218725 3.6676873 3.3560838 3.1641911 3.9659707 3.4180129 2.4153692
## 86 3.8082919 2.7489345 3.0179281 2.7467008 3.5402287 3.0578903 2.3578335
## 87 4.2760015 3.0245795 3.2515091 2.7571411 3.7999825 3.9232744 3.3166079
## 88 5.0296043 3.3899222 3.4924954 3.1148705 4.3879352 4.1668823 3.9023783
## 89 4.1026651 3.0158280 3.1790811 2.7480363 3.7087929 3.6283148 3.3534728
## 90 4.2272367 3.5994729 3.8144096 3.3076554 4.0383022 4.1511984 3.8564950
## 91 3.9152403 3.2248398 3.5337993 2.9957271 3.6612315 4.0158877 3.5194547
## 92 4.0994450 3.1720841 3.3089968 2.7613307 3.7238923 4.0820895 3.4742305
## 93 3.8180795 3.3129124 3.5944945 2.9730957 3.5392717 4.4026722 3.8128307
## 94 4.1258784 3.9439877 3.8777566 3.8239723 4.4285847 2.7674320 2.7891073
## 95 4.1700097 3.5375573 3.4768657 3.4425433 4.2461089 2.6647628 2.2534690
## 96 5.7232786 5.0373242 4.5808974 4.7785193 5.5961031 4.8515053 3.7120344
## 97 6.2699042 4.5246700 4.2630655 4.6267937 5.7599586 3.8145310 3.7141180
## 98 3.4495122 3.6504897 3.8361901 3.4757488 3.8040444 3.6268348 2.8330629
## 99 2.8687890 3.8291492 3.6614675 3.2934215 3.5549720 3.9017906 2.7876964
## 100 3.5893978 3.9389539 3.8161217 3.4585107 3.9865274 3.8159830 3.2647186
## 101 3.9382731 3.6061916 3.8497234 3.7262768 4.1178257 3.0240030 2.5238778
## 102 4.0176154 3.4669759 3.7927322 3.5797768 4.0316155 3.2736615 2.8408884
## 103 4.1259565 3.2328800 3.0661969 3.0969022 4.0196210 2.3344999 2.5569977
## 104 3.9410810 3.8668922 3.9817461 3.6720051 4.1981195 3.6195506 3.0511322
## 105 3.5601282 3.2906353 3.4520120 3.2057518 3.7112570 2.9566337 2.6498885
## 106 4.1990204 3.4184123 3.5269843 3.1410499 3.9527919 3.7563504 3.6816117
## 107 3.5872089 3.4266901 3.5943315 3.2393948 3.7379989 3.4088695 2.9746724
## 108 3.6704548 3.0966048 3.1897295 2.7283642 3.4911099 3.6718894 3.1813703
## 109 3.6952150 4.1115440 4.0280790 3.7029841 4.1834476 3.8937670 3.0172009
## 110 3.8775415 3.6791719 3.2925450 3.0299393 3.9781365 3.7134321 2.8785970
## 111 5.3986485 6.3954811 5.8783499 5.9432552 6.3188260 4.9698708 4.4502948
## 112 4.1469328 3.6516501 3.6309029 3.5955404 4.2757517 2.5573641 2.7284172
## 113 4.9703904 2.7434633 3.0098297 2.7062613 3.9620637 4.0543452 3.9921849
## 114 4.1981367 3.3806998 3.4565973 2.8592165 3.8632481 4.4070318 3.5248753
## 115 4.1008367 3.1872404 3.2589268 2.8338417 3.7962848 3.6818615 3.3980394
## 116 4.8462392 4.1514031 4.3504654 3.7139751 4.5851144 5.1336279 4.3495449
## 117 4.1552017 3.7933004 3.8720291 3.6473436 4.3189090 3.2932146 2.8807033
## 118 4.3598477 3.2816112 3.1961554 3.0969169 4.1595854 2.9935292 2.4466318
## 119 4.3599778 4.1132537 4.3985414 4.3296848 4.5054516 3.3221409 3.7593972
## 120 4.3364449 4.1092227 4.1206514 4.0849613 4.6162742 2.8312429 3.1135665
## 121 3.9082622 3.7153994 3.3876384 3.3195080 4.1331464 2.9275168 2.6109652
## 122 5.9163235 5.0347022 4.3808934 4.2915024 5.5084043 5.4843741 5.0557622
## 123 5.5533573 4.3631737 4.0042877 4.1839606 5.2699766 3.3528852 4.0677376
## 124 5.5775542 5.7791706 5.4997085 5.7265400 6.0745798 3.7292210 4.6984809
## 125 5.4071503 6.0092000 5.5517042 5.6356630 6.1026557 4.4057046 4.6291312
## 126 3.8981215 3.7167229 3.6715184 3.4527106 4.1054829 3.1793202 3.0288586
## 127 3.4500374 3.9033493 3.6456689 3.3024518 3.8641520 3.8553250 3.1878158
## 128 5.0966560 4.0338668 3.7760184 3.3571880 4.6024248 4.8752693 4.4707153
## 129 4.0397142 3.7330330 3.5322506 3.1924973 4.1042168 3.7502480 3.1977179
## 130 4.6528288 4.0654306 4.0053539 4.0100474 4.6586059 3.0302491 3.7337800
## 131 5.0867216 3.8697057 3.8522513 4.0130339 4.7216942 3.7302142 3.1338149
## 132 4.5457969 3.4076512 3.3322210 3.5443851 4.2758219 2.6557314 2.7316796
## 133 4.3949403 3.2965294 3.1460860 3.1879400 4.0751436 3.1394863 2.8532972
## 134 4.8695366 3.7670501 3.5878602 3.9082854 4.6734083 2.4829847 2.8136823
## 135 3.7299874 3.7005594 3.9161230 3.3092426 3.5630301 4.9826765 4.1053037
## 136 3.6864327 3.2723235 3.4691029 3.0380508 3.3744562 4.3285832 3.7280470
## 137 4.8676289 3.5140714 3.6091673 3.6434190 4.3993943 3.2197793 3.8475583
## 138 5.1060892 3.8676743 3.6780652 3.7274378 4.6509765 3.5976239 4.2107754
## 139 3.8771930 3.2581753 3.5023678 3.2979140 3.6047711 3.5971075 3.6800179
## 140 4.3244383 2.6645830 2.6189796 2.4498508 3.6085847 3.3873779 3.3486841
## 141 4.4135757 2.6779520 2.8379521 2.7112884 3.6711790 3.3322696 3.4869513
## 142 3.9152121 2.8435630 3.0813255 3.0582808 3.5348959 2.8486273 3.0530581
## 143 4.8405929 2.8593091 3.0269430 3.0076827 3.9987054 3.4074019 3.8009848
## 144 4.4374102 3.5458570 3.6054491 3.7367658 4.2145704 2.6852181 3.5756177
## 145 4.4026665 3.8488612 3.6274547 3.9076123 4.4049322 2.7886245 2.7628146
## 146 4.0817458 3.3540766 3.2781205 3.4026140 3.9661955 2.6373130 2.7929890
## 147 5.1106801 4.5691564 4.6681688 4.8141204 5.0747507 3.4864486 4.3934841
## 148 4.2081834 3.7698516 3.6200776 3.6706055 4.1217824 3.2638626 3.7245656
## 149 3.3974551 3.4644449 3.2132911 3.0888913 3.4435048 3.6308502 3.2821739
## 150 4.2381771 3.7903530 3.3733411 3.6188303 4.1935339 3.1642211 2.9700542
## 151 4.8599722 3.9665864 3.3977231 3.7703864 4.6048895 3.4110902 3.1233893
## 152 4.3350525 4.1881603 3.6659199 3.8089542 4.3970030 3.9030369 3.2071428
## 153 4.6421456 3.9315275 3.2842608 3.3700062 4.3961912 4.0584817 3.2666792
## 154 3.3598564 4.1754005 3.9111143 3.6292383 3.6498224 4.7834318 4.0281015
## 155 3.9420290 3.9768986 3.9045713 3.5320261 3.9131642 4.8352873 3.7541699
## 156 3.9305921 3.9271709 3.6666128 3.6390682 3.9811320 3.7101972 3.8486043
## 157 3.4848464 3.9646526 3.7132597 3.6492082 3.7650528 3.8029630 3.6841681
## 158 4.3134835 3.3402236 3.0642277 2.7211860 3.7078315 4.4490230 4.0456846
## 159 4.5897028 5.7141828 5.1629406 4.8098325 4.8794958 6.7324263 5.6895871
## 160 4.0805712 5.1581344 4.7257651 4.2920290 4.3831295 6.1839391 5.1492848
## 161 3.7315946 3.7205287 3.4958087 3.3430525 3.8231343 3.6375639 3.4791858
## 162 4.1217651 2.3109045 2.5175656 2.5309474 3.3121801 3.0657737 3.1507084
## 163 4.3269658 2.6474409 2.6611135 2.5204242 3.5878988 3.4136619 3.3591487
## 164 4.2900144 3.1655297 3.1774501 3.3506764 3.9733325 2.6176111 2.8261483
## 165 3.3884901 3.2620590 3.1857008 2.9985805 3.2684736 3.7817678 3.3434357
## 166 4.0385070 3.5045692 3.4959545 3.4461048 3.8749265 3.3306504 3.6248225
## 167 3.7424884 3.0755195 2.5753290 2.6306501 3.3560319 3.5811764 3.0882899
## 168 3.4212037 3.4159851 3.3526428 3.2095145 3.4383333 3.6318624 3.2842628
## 169 3.7696046 2.9512960 2.4642233 2.4103338 3.3086481 3.6657735 3.0636835
## 170 4.9039579 3.7722509 3.1825963 3.6544711 4.5444591 2.8265581 3.3798865
## 171 4.3924417 3.4051137 3.4725601 3.4697592 4.1497340 3.0618466 3.0735751
## 172 3.6988587 3.6625520 3.7069451 3.3934227 3.6279236 4.3157745 3.7828267
## 173 3.1224126 3.2484700 3.1292237 2.9047241 3.0043987 4.0201776 3.5008935
## 174 4.4083361 3.8687268 3.7381330 3.9396345 4.2485160 3.1656148 3.9338232
## 175 3.7653398 3.0987057 2.7349057 2.8369035 3.5275280 2.9729687 2.9120242
## 176 4.0386187 3.7075163 3.3252897 3.5900788 3.9768690 3.2827811 3.0447208
## 177 3.7665245 3.3113246 3.0046832 2.9393259 3.4530299 4.0531348 3.2001063
## 178 3.9593567 3.5839815 3.1819160 3.1146516 3.6435240 4.0658739 4.0203533
## 22 23 24 25 26 27 28
## 2
## 3
## 4
## 5
## 6
## 7
## 8
## 9
## 10
## 11
## 12
## 13
## 14
## 15
## 16
## 17
## 18
## 19
## 20
## 21
## 22
## 23 1.8029277
## 24 1.9573745 0.7407257
## 25 1.6162099 1.0771469 0.7377683
## 26 3.6381336 3.8823246 3.4018511 3.0027321
## 27 2.3817246 1.1470258 1.1785186 1.2717959 3.7037855
## 28 2.7314470 1.1982907 1.3187481 1.9698711 4.4954264 1.4680161
## 29 2.4305826 1.8075416 1.4412455 1.1244477 2.3467511 1.4134532 2.4347752
## 30 2.4065012 1.0843513 1.4765499 1.8635134 4.5143621 1.3197493 1.0710976
## 31 3.1064406 2.5772763 2.3392798 2.1605221 2.7953169 2.0536207 2.9786720
## 32 2.8126057 1.8079254 1.8822229 2.1324454 3.7719855 1.6517545 1.8588897
## 33 2.7170390 1.3323362 0.9968778 1.4295930 3.5285061 0.9858934 1.2584382
## 34 3.8175941 3.0109770 2.6159522 2.7252865 2.5010102 2.7128521 3.0877763
## 35 2.3363139 1.5299163 1.1720386 1.4134079 2.8234156 1.6614818 1.8097552
## 36 1.7742597 1.2347944 1.1747049 1.1225356 3.3529812 1.3716587 1.8796379
## 37 2.6270218 1.6499135 1.2275484 1.4884015 2.8330309 1.5589670 1.8087206
## 38 2.5577870 1.3055363 0.8398853 1.3427232 3.3053661 1.2108812 1.2490306
## 39 3.0107624 1.4783692 1.4284671 2.1506007 4.5376562 1.8582231 0.6187693
## 40 1.9699079 2.6406095 3.0994768 3.0999046 4.8477326 3.3833316 3.2270442
## 41 2.7375322 2.2236304 2.3052252 2.4385366 4.0602085 2.3253301 2.4451270
## 42 1.6523478 1.7171068 2.1778256 2.2000739 4.9249943 2.2031160 2.1803943
## 43 1.7867839 1.1090552 1.6506595 1.6877531 4.0860751 1.4524734 1.8172548
## 44 1.0629234 1.8246399 2.1828722 2.1108828 4.5274807 2.4121767 2.4364720
## 45 2.4523742 1.9091743 2.0845410 2.3296829 4.4720591 2.3034536 2.0700549
## 46 1.5298218 2.0045177 2.3966671 2.2664222 4.2783660 2.4020494 2.6559925
## 47 1.7925701 1.7154741 2.3170748 2.2393559 4.7584379 2.0372865 2.3829931
## 48 2.8073946 2.1092697 2.4667056 2.6884255 4.9466058 2.3035439 2.1950750
## 49 2.7115384 1.9564906 2.0038589 2.0863670 3.8362890 1.5879751 2.1237052
## 50 3.4096740 2.4069771 2.5092030 2.7177688 4.3176954 1.9837486 2.3036794
## 51 4.0624296 3.2506068 3.5100149 3.8087526 5.9021973 3.3350643 3.0471673
## 52 2.4793211 1.2779097 1.3304882 1.4554618 3.5934553 0.8791875 1.6545619
## 53 2.9445406 1.9272979 2.1790078 2.3277687 4.2160447 1.6324970 2.0880294
## 54 3.0481785 2.0241271 1.8608323 1.9971599 3.0737239 1.5065771 2.1272928
## 55 2.5297259 1.7498939 1.9600842 2.3898973 4.2385195 2.2943444 1.6816258
## 56 2.6944362 2.5241898 2.5259434 2.5676137 3.5811242 2.6859073 2.8652277
## 57 2.5808781 1.8856776 2.1318199 2.3751920 4.1710873 2.0992752 2.0206586
## 58 2.4846631 1.4285302 1.3413623 1.4168930 3.2359533 0.8423683 1.7457263
## 59 2.8450544 2.1607143 2.3498215 2.4808708 4.0680862 2.0947855 2.3604312
## 60 5.6869557 4.5762031 4.5730960 5.2594696 7.4959412 4.9849708 3.6036517
## 61 5.0681869 3.8474388 3.3281133 3.8113114 4.7881335 3.5433014 3.1112755
## 62 4.3961571 3.2704045 2.9063656 3.4673695 4.9926356 3.0518608 2.3343873
## 63 3.6211105 2.3034488 2.0737647 2.7636830 4.9062454 2.4696669 1.3013624
## 64 3.4139968 2.9729587 2.8210705 2.9558858 4.6863605 3.1298540 3.0870007
## 65 3.9404572 3.1596951 2.4674225 2.7990566 3.3910669 3.1663335 2.9229379
## 66 3.5687045 2.8766785 2.4235113 2.6090800 3.5496668 2.6658017 2.7940667
## 67 4.6693919 3.9244571 4.0231044 4.2945612 6.4834562 3.9475943 3.6659729
## 68 3.2487519 2.3704786 2.1593923 2.5777734 4.9523474 2.5753192 2.0164681
## 69 4.2863707 3.1041222 2.6258251 3.1288396 4.1630996 2.8387689 2.3996797
## 70 5.7132649 5.5058176 5.3991397 5.8133052 6.4150189 6.2113402 5.3022285
## 71 3.5417815 2.8981583 2.4690134 2.9728974 4.1818477 3.1122897 2.3512079
## 72 2.4331473 2.4414448 2.0222886 1.6064227 2.7471759 2.3072249 3.0909096
## 73 2.1906360 1.7846946 1.3456192 1.5990992 3.7237550 1.9604178 1.7924556
## 74 3.9113063 4.3858999 4.0358416 3.8553554 2.4949391 4.7054964 4.9481643
## 75 2.6725607 2.5617674 2.3389067 2.5027253 3.8512284 3.0678805 2.8271495
## 76 3.8585229 3.0082626 2.7067650 3.3052227 5.1354047 3.4124975 2.3415570
## 77 4.2438600 3.2065531 3.1364987 3.7058409 5.8868273 3.4518726 2.4661818
## 78 2.7363660 2.5459346 2.1825055 2.5728577 4.0836943 3.1135530 2.3859885
## 79 5.0450761 4.5362610 4.3633049 4.8001949 5.5723737 4.9303688 4.1707262
## 80 1.5159427 2.4325794 2.1948130 1.7381862 3.2720707 2.6772937 3.2035134
## 81 3.6428999 2.8619455 2.4626620 2.8279347 4.6703334 3.1394394 2.6821018
## 82 2.4873395 1.7830273 1.5906312 1.8892056 4.2413213 2.0414931 1.8088598
## 83 3.6765067 3.0845673 2.4101881 2.4374994 3.3733468 2.8251586 3.1376330
## 84 2.8282629 2.7913613 2.5454390 2.4235871 4.1842842 2.2990337 2.8496934
## 85 3.1405192 3.1103249 2.8575831 2.9471670 4.1466928 3.3848081 3.2894297
## 86 3.0479451 2.2059808 1.7302715 2.2239065 3.9705264 2.5888010 1.9920083
## 87 3.5186434 2.9069325 2.2428145 2.4524849 3.5208816 2.8371521 2.7967027
## 88 3.4483882 3.2941365 2.5942043 2.4453500 2.6770391 3.2290478 3.6018910
## 89 2.9457765 2.5601484 1.9542991 1.9608749 3.4489472 2.3715055 2.6519325
## 90 3.3600642 2.8892442 2.3999537 2.3682069 4.0791863 2.6703336 3.0133630
## 91 3.5645023 2.7975170 2.2878580 2.5437306 4.2723311 2.5542714 2.4977963
## 92 3.5698038 3.0532624 2.4500826 2.5780293 3.6837797 2.7991852 2.9254139
## 93 3.9677402 3.1790299 2.7048546 2.9228705 4.4292117 2.7020601 2.7946990
## 94 2.1482509 2.4054857 2.3531279 2.3846090 4.6250292 3.0091500 2.8200555
## 95 2.4853111 2.4513183 2.2225872 2.4449109 4.2106055 3.1370373 2.6834232
## 96 5.3884483 5.3836629 5.1902061 5.4012981 5.1885067 5.8412247 5.4258919
## 97 4.2311246 4.5997213 4.3049240 4.4636787 4.2287844 5.2055605 4.7415261
## 98 3.4814086 2.6578105 2.4941979 2.8914985 5.0968912 2.9315117 2.3806621
## 99 3.6253408 3.1426002 3.0663479 3.1921698 4.9338402 3.1871662 3.2114603
## 100 3.0498358 2.9211331 2.7417686 2.6275669 4.4676235 2.9529633 3.2957773
## 101 3.2461536 2.4847459 2.4011895 2.9487767 5.1945223 3.1313478 2.0853236
## 102 3.3782863 2.5485302 2.3261143 2.8938004 5.0652687 2.9789681 1.9575132
## 103 1.4881562 2.1157679 1.8426109 1.6813797 3.4973665 2.5438314 2.6675021
## 104 3.3379975 2.8521387 2.6073182 2.9367918 4.9992624 3.1365143 2.6170250
## 105 2.5712029 2.0012898 1.8007199 2.0896979 4.5161508 2.3472132 1.9970482
## 106 2.8953554 2.7271274 2.2557050 2.1463155 3.8236817 2.4654614 2.8793952
## 107 2.9818479 2.3841107 2.1137068 2.3826450 4.6251407 2.4961703 2.2322615
## 108 3.1492275 2.6788491 2.2109824 2.3491741 3.9700761 2.4189493 2.5290002
## 109 3.5978652 3.2627635 3.0806094 3.2986145 5.0865888 3.4652809 3.1687338
## 110 3.0917401 3.2300920 2.9058559 2.7360307 3.5199350 3.3301727 3.6902287
## 111 4.7401756 5.3648884 5.4783917 5.4472168 6.7524038 5.8221561 5.6859692
## 112 1.9534085 2.2045646 2.0688094 2.1455729 4.3834943 2.7605740 2.5185310
## 113 3.5564517 3.2159149 2.5239073 2.4381870 2.3853560 2.9095997 3.3605317
## 114 3.9625124 3.4045605 2.8057869 2.9326868 3.6855423 3.2303915 3.3373239
## 115 2.8634733 2.6250526 2.0651725 1.9282242 3.3702560 2.4566034 2.8990809
## 116 4.5480711 3.9283403 3.3485927 3.4187994 4.2460062 3.8006713 3.9599797
## 117 2.9431553 2.6515491 2.3768817 2.6496001 4.6715827 3.1031569 2.6279979
## 118 2.7869352 2.7274182 2.2782166 2.4771843 3.6257240 3.1900027 2.8585582
## 119 3.1601152 2.7852715 2.8561225 3.1813130 5.7482163 3.0149203 2.3643359
## 120 2.2539443 2.5087918 2.4927305 2.5887463 4.9687283 3.0688579 2.7454077
## 121 2.1786000 2.6883479 2.5133438 2.3484574 3.8976253 3.0282787 3.2202168
## 122 4.6717104 5.3322484 4.9392749 4.4435706 2.7486595 5.1551957 6.0313253
## 123 2.1248779 3.5538964 3.3068916 2.7862189 3.2478890 3.7930530 4.3477585
## 124 2.8932092 4.1626814 4.4319617 4.1577333 6.1266794 4.5976518 4.7915922
## 125 3.5174352 4.6315701 4.7653599 4.4481444 5.9448488 4.9935866 5.3096884
## 126 2.3853187 2.4489644 2.2366998 2.1945718 4.3244541 2.6840175 2.7749758
## 127 3.1848651 3.1744591 2.9806806 2.8989164 4.4479276 3.0762078 3.3971549
## 128 3.9636357 4.1711371 3.5963839 3.2488157 2.7384280 3.8080136 4.5529622
## 129 2.9898804 3.0761003 2.6815165 2.5727368 3.8133999 3.0918728 3.3616326
## 130 1.9145981 2.7072986 2.6176476 2.3614216 4.4206222 2.8876274 3.1865943
## 131 4.4376799 4.0950609 3.8665906 4.3396591 5.0759118 4.4973933 3.5960534
## 132 3.0411042 3.0895905 2.9174804 3.2581193 4.5445115 3.4537586 2.7589569
## 133 3.2486757 3.2521586 2.9307068 3.2059807 4.1714462 3.3834789 2.9294816
## 134 2.8759462 3.2643286 3.1582705 3.4113949 4.6249539 3.7712136 3.1429266
## 135 4.8675777 3.9835286 3.6344824 3.9750723 5.2499043 3.4530773 3.2857620
## 136 4.2838177 3.5367704 3.2205143 3.5676334 4.9219217 3.0389371 2.8050597
## 137 2.7683259 3.0033304 2.7212199 2.7595395 4.2160551 2.9235605 2.9124236
## 138 2.7183346 3.4853746 3.1824378 2.8888711 3.6720284 3.2535421 3.7689005
## 139 3.3845344 2.8845358 2.7012303 2.9543307 4.8619947 2.4843499 2.3322819
## 140 2.9145501 2.8948753 2.3512372 2.3096500 2.9061849 2.5676215 2.9073195
## 141 2.9872440 2.7922301 2.2999826 2.3870843 3.4043272 2.4840369 2.6283393
## 142 2.8897247 2.4331231 2.2478219 2.6053230 4.4950104 2.3691642 1.8783650
## 143 3.0348761 3.0011031 2.5285690 2.5329454 3.2949379 2.7418035 2.9555960
## 144 2.2233433 2.5752422 2.5664376 2.5657077 4.5970293 2.6121574 2.6386529
## 145 3.3276041 3.4725967 3.4728584 3.7880831 5.1588587 3.8316976 3.1448703
## 146 2.7677969 2.8186510 2.7204388 2.9990678 4.6642928 3.0017934 2.4794106
## 147 3.3201437 3.5814093 3.6771088 3.8116051 5.8735095 3.6733189 3.3511618
## 148 2.7902246 3.1767569 3.1224862 3.0831096 4.7202981 2.9360562 3.1313134
## 149 3.4606031 3.3750588 3.2600438 3.3716210 4.7360469 2.9930545 3.0761272
## 150 3.4448893 3.7333652 3.6664787 3.8429523 4.8120502 3.8210783 3.5089114
## 151 3.7777399 4.2238687 4.0755263 4.1906654 4.4073317 4.4059310 4.1682051
## 152 4.1807577 4.3615457 4.2429649 4.4225842 5.0363703 4.4040630 4.1274802
## 153 4.0759973 4.3835100 4.0809745 4.1137693 3.8861899 4.3763690 4.3966656
## 154 4.7111347 4.3808561 4.2898571 4.4400271 5.5928338 3.8528341 3.9552477
## 155 4.9758827 4.3752017 4.0906098 4.4518811 5.3788607 4.1062485 3.7209485
## 156 3.2689532 3.5530759 3.5056747 3.4530615 4.9013925 3.1518114 3.4672937
## 157 3.5657871 3.6075283 3.6351624 3.6871661 5.2989245 3.2213737 3.3824101
## 158 3.9554449 3.9347857 3.4809826 3.3773880 3.4094065 3.3067007 3.8732287
## 159 6.4606464 6.3288483 6.1831389 6.0994206 6.1869808 5.6701850 6.2577413
## 160 5.8976324 5.6489225 5.4752868 5.4546203 5.8685392 4.9913489 5.4776341
## 161 3.1931052 3.3120790 3.1604205 3.1835496 4.6748517 2.9907680 3.1609865
## 162 3.1372401 2.7205979 2.3611520 2.6181448 3.6951426 2.4626174 2.3319930
## 163 3.1158257 2.9796363 2.4734751 2.5496876 3.2246473 2.6569209 2.8188679
## 164 2.9235477 2.8449238 2.6974668 3.0385855 4.5385144 3.0592568 2.4268701
## 165 3.7884208 3.3892163 3.2371247 3.4812084 4.8692239 2.9589091 2.8439436
## 166 2.9689003 3.0014755 2.8817321 2.9621569 4.7068926 2.7016457 2.7562053
## 167 3.6085280 3.6481169 3.4284189 3.4943681 3.9310775 3.3114247 3.4744633
## 168 3.6418491 3.2926204 3.1938820 3.4545778 5.0539849 2.9686433 2.7455029
## 169 3.5989495 3.5909914 3.2840042 3.3325028 3.6019778 3.2348687 3.4530954
## 170 2.6714266 3.6995418 3.5987519 3.4308647 3.7397151 3.7899056 4.0078611
## 171 3.1306028 2.9754744 2.7199842 3.0757281 4.6377733 3.1398763 2.4960348
## 172 4.2882637 3.7513986 3.5446625 3.8491859 5.2784547 3.3168908 3.0715232
## 173 4.0210121 3.5626169 3.4478100 3.6429533 4.9268770 2.9769502 3.0628259
## 174 2.8666151 3.3095686 3.3801120 3.3319849 4.9683306 3.0981333 3.2977263
## 175 2.8254292 3.0698384 2.9045291 2.9451405 4.0128615 2.8675833 2.9741681
## 176 3.7106702 3.8134807 3.8047095 4.0232840 5.0458177 3.8136433 3.4831060
## 177 4.3465077 4.0130902 3.7929380 4.0598353 4.6368254 3.7453385 3.5365488
## 178 3.5867296 3.8322159 3.6588220 3.4834723 4.1336508 3.1817173 3.8627775
## 29 30 31 32 33 34 35
## 2
## 3
## 4
## 5
## 6
## 7
## 8
## 9
## 10
## 11
## 12
## 13
## 14
## 15
## 16
## 17
## 18
## 19
## 20
## 21
## 22
## 23
## 24
## 25
## 26
## 27
## 28
## 29
## 30 2.3941360
## 31 1.5660990 2.5541118
## 32 2.0027189 1.4662984 1.6293908
## 33 1.4568883 1.3973317 1.8664376 1.3634184
## 34 1.8797810 3.4597208 2.4871555 2.5673811 2.2977803
## 35 1.2843150 2.1372761 2.2126477 1.7400663 1.3214220 1.6508872
## 36 1.5794243 1.3357089 1.6547981 1.3595280 1.3166526 2.9448390 1.6484919
## 37 1.1705123 2.2036593 2.1534883 1.7958213 1.1654434 1.4386669 0.4133745
## 38 1.3947224 1.6603041 2.1242531 1.5747774 0.5810597 2.0209661 0.8472660
## 39 2.6039294 1.3713322 3.0705326 2.0006427 1.3302694 3.1044192 1.9146945
## 40 3.6619682 2.9170473 4.0825052 3.1397378 3.6408947 4.4706612 3.0976808
## 41 2.6054321 1.7308213 1.8617655 1.1688168 2.0450596 3.4521946 2.4590062
## 42 3.0945146 1.8646964 3.7113491 2.9570898 2.7429285 4.4359616 2.8861393
## 43 2.1302231 1.1072425 2.3804242 1.4741584 1.8444010 3.3447427 2.0118550
## 44 2.9936769 2.0357244 3.4839191 2.8150127 2.8039791 4.3069877 2.7250487
## 45 2.8518980 1.3345213 2.5042417 1.6025240 2.0671095 3.8382761 2.5431128
## 46 2.7926073 2.5642871 3.6736151 2.9973340 2.9850519 3.8328896 2.4943899
## 47 2.8699700 1.6352389 3.1528170 2.3990286 2.6495203 4.2485410 2.8568996
## 48 3.1157974 1.2478853 2.6747375 1.6370648 2.2978473 4.1343028 2.9302663
## 49 2.0647143 1.4501390 1.3824257 0.8390124 1.5130952 3.0513036 2.1684306
## 50 2.5429301 1.7394711 1.7481679 0.8859114 1.8102978 3.1464648 2.5344565
## 51 4.1523009 2.2779200 3.4061719 2.5162001 3.1396914 4.9781840 3.9791787
## 52 1.4446529 1.1808793 1.4993359 0.9625815 0.9045431 2.6171643 1.6425406
## 53 2.2736931 1.3663187 1.7806149 0.7981843 1.6881239 3.1451991 2.3234717
## 54 1.3096404 2.2264643 1.6980207 1.3580683 1.3372226 1.4542894 1.2348910
## 55 2.6871739 1.6290978 2.8125430 1.3995726 1.9830100 3.0432334 1.7930317
## 56 2.5747829 2.3340586 1.8674619 1.4175427 2.3788787 3.1838607 2.3324514
## 57 2.5383465 1.4438935 2.1905364 0.8317468 1.9243603 3.1961311 2.1117835
## 58 1.1068861 1.5533687 1.4309127 1.0480939 0.8913643 2.1553755 1.2879090
## 59 2.4536418 1.6738374 1.7725372 0.7379778 1.9732512 3.1819549 2.3260865
## 60 5.8401669 4.2102817 6.1479552 4.9781938 4.5184537 5.9657296 4.9936032
## 61 3.6703307 3.9293091 4.1798971 3.9104545 2.8985909 3.2025665 3.2523785
## 62 3.5768656 2.9066047 3.6052570 2.9825884 2.3621043 3.5526338 3.0133678
## 63 3.1693872 2.1692789 3.6466324 2.7273474 1.9053411 3.4272670 2.4415083
## 64 3.4195833 2.5177183 2.7915841 2.7260665 2.6987828 4.4812724 3.4517309
## 65 2.7702559 3.5195360 3.3429615 3.3610709 2.3995653 2.5953110 2.3471597
## 66 2.5420211 2.6439102 1.8669901 2.1526326 1.9257954 3.0559536 2.5453289
## 67 4.7869591 3.0392539 4.1171543 3.6301703 3.7175999 5.8034708 4.7643072
## 68 3.2758760 2.0231366 3.3864615 2.8837996 2.1698076 4.2467718 3.0277192
## 69 2.9394496 3.2428007 3.5176289 3.0742618 2.1989545 2.3721245 2.3224142
## 70 6.1013906 5.4630077 5.9588405 5.1178426 5.5016349 5.7419530 5.1133992
## 71 3.2243811 2.8664289 3.4028340 2.7605154 2.3629678 3.1729894 2.3385413
## 72 1.8076321 2.7208970 1.7993842 2.6460129 2.1843419 3.3114119 2.4725866
## 73 2.2828520 1.9359875 2.7288130 2.4037279 1.6589961 3.2914568 1.9457620
## 74 3.6584357 4.8580807 3.6136998 4.0428365 4.2700474 3.6232621 3.4737766
## 75 2.9767198 2.5321798 2.7224808 2.4138018 2.5216409 3.7276601 2.5904085
## 76 3.8420208 2.8370494 4.0532018 3.2667533 2.7121032 4.1129242 3.0666647
## 77 4.2363729 2.5460140 4.0649585 3.1602747 2.8884851 4.7598030 3.7017064
## 78 3.1723522 2.9310438 3.8515015 3.2212858 2.6672847 3.4995883 2.2437412
## 79 4.9541334 4.2005143 4.4326507 3.6945539 4.1399937 4.7124303 4.1602627
## 80 2.4629873 2.8463007 2.8296764 3.1456276 2.7836720 3.9938841 2.7376080
## 81 3.3937936 2.7435627 3.4326033 3.2164141 2.4875206 4.1782579 3.1741311
## 82 2.5880202 1.5022647 2.6035220 2.1639378 1.6790791 3.7221372 2.4111093
## 83 2.5268628 3.3182191 2.8437903 3.3927699 2.3290972 3.3122520 2.8259694
## 84 2.8126071 2.6623401 2.9405658 3.0968738 2.5302930 4.0927064 3.0749495
## 85 3.3624073 2.8803531 2.7994322 2.7696260 2.8762975 4.2086036 3.1907622
## 86 2.7024038 2.2848572 2.9553463 2.5018213 1.8140067 3.2242918 2.1476622
## 87 2.6522741 3.0408280 2.8416997 3.0669599 2.1498363 3.2154827 2.5663088
## 88 2.5284731 3.7707826 3.0393092 3.7134803 2.7986204 3.2707880 2.8078287
## 89 2.3352207 2.7417891 2.6763842 3.0012185 2.0297030 3.3992193 2.5111421
## 90 2.8269080 2.9639120 3.0639731 3.4572212 2.4557628 4.0788916 3.1984607
## 91 2.9010256 2.6706725 3.0306859 3.0685494 2.0822022 3.7424501 2.9067313
## 92 2.7528350 3.0292797 2.7238444 3.0702456 2.2416617 3.4795135 2.8245719
## 93 3.0874971 2.9162789 3.0082162 3.1578689 2.2817999 3.8283177 3.1926494
## 94 3.3581827 2.4457312 3.5438236 3.2281584 2.9022832 4.6826815 3.1956736
## 95 3.2096495 2.5673953 3.3534977 2.9285584 2.6756477 4.0847630 2.7331155
## 96 5.3906032 5.3600913 4.8901577 4.5393070 5.1526170 4.9955673 4.7053704
## 97 4.6422545 5.0272779 4.9667727 4.5792742 4.6718197 4.2842254 3.7361965
## 98 3.5284571 2.1900823 3.3725292 2.8666383 2.4276420 4.4424548 3.2771635
## 99 3.5835970 2.5348215 2.7848679 2.6951381 2.8291609 4.6475131 3.6671679
## 100 3.2091685 2.6903299 2.8402739 3.1445220 2.8221120 4.6617281 3.5632739
## 101 3.6970539 2.2576775 3.8856605 2.9811063 2.6094698 4.3446964 3.0126373
## 102 3.5696413 2.3314494 3.8197416 3.0235655 2.4268061 4.1503854 2.9102745
## 103 2.5143915 2.4704627 2.9133781 2.8443096 2.4590821 3.7859380 2.3759828
## 104 3.6408431 2.5185607 3.5741850 3.1693021 2.6810070 4.5704972 3.3430125
## 105 2.9207059 1.8398709 3.1084913 2.6910075 2.0609150 4.0817686 2.7173705
## 106 2.6376620 2.8391292 2.9547057 3.2918422 2.3953657 3.9207613 2.9350193
## 107 3.0790729 2.0979809 3.1214235 2.8381429 2.1664251 4.1867238 2.9612296
## 108 2.7056504 2.5030799 2.6479532 2.7611643 2.0368035 3.6666394 2.7380537
## 109 3.8721438 2.7730971 3.3954758 3.1498501 3.0170179 4.8350452 3.7135646
## 110 3.0007250 3.1974291 2.3770634 2.9795444 2.9570916 4.0950560 3.2570838
## 111 6.0626068 4.9623993 5.3892645 5.1433646 5.6754593 7.1314257 5.9128436
## 112 3.1158196 2.3273384 3.4498671 3.0863070 2.6488919 4.3535186 2.8469421
## 113 2.1523260 3.7718624 3.0321122 3.5563858 2.5859401 2.4016072 2.3217854
## 114 2.9973519 3.3617892 2.7214001 3.2074876 2.5375585 3.5713661 3.1004326
## 115 2.3287465 2.8235837 2.5750589 3.0772497 2.1995119 3.5836915 2.6889844
## 116 3.5686723 3.9727929 3.4626514 4.0560573 3.2024308 4.3012088 3.8658772
## 117 3.4418995 2.5489739 3.5348683 3.1801009 2.6659124 4.4249050 3.1181727
## 118 2.9844563 2.9164087 3.1064667 2.9229447 2.5804604 3.5854467 2.4866530
## 119 4.0164401 2.5659960 4.5006614 3.7108223 3.1405359 5.0055043 3.5857665
## 120 3.6043872 2.5125593 3.9217037 3.4693627 3.0524776 4.8883229 3.3471862
## 121 3.0210039 2.7045312 2.8338985 2.9418336 2.8677645 4.3319520 3.0687109
## 122 4.1071680 5.6451326 3.6237138 4.9591090 5.0093353 4.8162146 4.7710621
## 123 3.2987035 4.1431572 3.8701029 4.2981405 3.9752549 4.5869407 3.5280374
## 124 5.0608620 4.2472734 5.3438765 5.0771157 5.0646689 6.6097695 5.0957054
## 125 5.1995838 4.5476077 4.9584513 5.0526983 5.2192628 6.7605535 5.4149590
## 126 3.0273583 2.4012178 3.1030395 3.0834347 2.5851481 4.4299997 3.1001388
## 127 3.3371273 2.7913403 2.7048953 3.0023702 2.9059026 4.6212305 3.5919896
## 128 3.0876095 4.3992057 2.8994946 4.0862189 3.5688801 3.9743147 3.7111204
## 129 3.0272774 3.0105746 2.7119711 3.1473880 2.7726956 4.2178209 3.2288458
## 130 3.2466701 2.9747360 3.7982674 3.7494171 3.2157220 4.7384627 3.3382686
## 131 4.5242812 4.0413779 4.5817907 3.6792522 3.8320871 4.0327703 3.4024755
## 132 3.6900934 3.0970972 3.9632294 3.1328805 3.1111126 3.8696123 2.7202225
## 133 3.4881668 3.1761267 3.5303581 3.0098928 2.9398012 3.6655264 2.7215387
## 134 3.9245569 3.3708521 4.2376456 3.4386275 3.5088244 4.2063756 2.9774116
## 135 3.9711121 3.4137076 3.5087718 3.3649140 2.9540269 4.2481908 3.8392720
## 136 3.6131568 3.0558157 3.3970331 3.0398962 2.6536895 3.8640866 3.3068086
## 137 3.2229601 3.2580529 3.9289003 3.6572820 3.0377040 3.9599220 2.8669579
## 138 3.1885902 3.7979847 3.7253699 3.9629571 3.5031897 4.1920143 3.2761381
## 139 3.3051898 2.6200050 3.6073838 3.1273433 2.5421136 4.0115168 3.0221522
## 140 2.2963457 3.1423616 2.7079611 2.9459268 2.3493059 2.8315857 2.1812342
## 141 2.4881126 3.0549044 3.1273666 3.0697267 2.3383030 2.9363414 2.1848339
## 142 3.0280159 2.3645323 3.5088404 2.7836625 2.2798479 3.5454643 2.3872089
## 143 2.5952328 3.4293909 3.4552135 3.4403995 2.7032835 2.9677737 2.3073863
## 144 3.2246204 2.7644594 3.9127743 3.4406479 2.9891776 4.2705252 2.9325053
## 145 4.2214116 3.2439743 4.2341046 3.2495015 3.5805013 4.4711753 3.3140308
## 146 3.5036565 2.6489804 3.6987879 2.9154732 2.8531517 4.0379205 2.7779855
## 147 4.4847943 3.5385152 5.0525936 4.3404432 4.0068414 5.3455385 4.0298878
## 148 3.5219665 3.0320142 3.7265235 3.4216772 3.2394461 4.5096438 3.3628955
## 149 3.5505148 2.8580763 3.1351398 2.8009960 2.9554033 4.2313909 3.3455500
## 150 4.0845046 3.4500390 3.8472840 3.1683080 3.6248442 4.3575982 3.4060999
## 151 4.2675193 4.1591685 4.0279012 3.5426841 4.0906260 4.2129020 3.5325758
## 152 4.5350316 3.9642845 3.9322545 3.4168204 4.0468486 4.6585106 3.9395189
## 153 4.0271407 4.2503115 3.3792017 3.4386183 3.9208149 4.0547350 3.6324473
## 154 4.4380317 3.6338209 3.5922431 3.3661413 3.7243222 4.9342260 4.3501926
## 155 4.4541968 3.7671258 3.7636629 3.3773929 3.5057703 4.4542127 4.0194503
## 156 3.7414420 3.2017342 3.5855095 3.4009672 3.4176846 4.7012720 3.7054468
## 157 3.9675561 3.0236205 3.5955565 3.2118914 3.4122276 4.8536458 3.8601747
## 158 3.0871291 3.8551273 2.7426165 3.3677855 3.1267718 3.5049097 3.2848615
## 159 5.7444496 5.7061980 4.3598517 4.9663460 5.5452031 6.1705331 6.1045803
## 160 5.1950112 4.9834442 3.8982091 4.3937000 4.8229130 5.6884681 5.4950037
## 161 3.5230134 2.9045363 3.2478274 3.0955519 3.0268912 4.4643018 3.4400999
## 162 2.6203923 2.8791075 3.1826346 2.7335810 2.2565025 2.6643639 1.9583142
## 163 2.5306828 3.1552544 2.9194381 2.9473552 2.3971625 2.8368380 2.2160900
## 164 3.4567534 2.8163816 3.8085689 2.9660813 2.8367506 3.7325335 2.5623826
## 165 3.5845673 2.8467705 3.2636601 2.7589099 2.8034606 4.0044364 3.2422922
## 166 3.3740764 2.8039242 3.6082660 3.2285476 2.8969661 4.2470678 3.1435360
## 167 3.3423789 3.3910056 2.8631932 2.6991910 3.1002311 3.5023425 3.0063389
## 168 3.6902879 2.7168232 3.4323843 2.8182251 2.8545145 4.2241162 3.3046080
## 169 3.1289473 3.3870001 2.6061647 2.6462443 2.9325404 3.2793700 2.8658749
## 170 3.5902160 3.9139390 3.7633525 3.5837779 3.8741874 4.0872871 3.1954335
## 171 3.5584989 2.8760951 3.8351709 3.1498711 2.8213587 3.9480170 2.7937146
## 172 3.9843463 3.1598293 3.6528752 3.1945252 3.0609083 4.3557519 3.6528140
## 173 3.6105632 2.9622781 3.1333682 2.7292280 2.8983738 4.0211652 3.4118990
## 174 3.7275156 3.2556803 4.1023880 3.6455417 3.5536840 4.6283584 3.5025684
## 175 3.1165761 2.8833050 2.9913701 2.6717750 2.8269979 3.7054200 2.7569973
## 176 4.1790609 3.4469333 3.9107210 3.0977058 3.6546133 4.3336985 3.4792238
## 177 3.9156931 3.5833791 3.3334779 2.8555781 3.3007093 3.7292463 3.3643459
## 178 3.3644815 3.6266419 3.0524013 3.3343782 3.4112384 4.1255829 3.5645815
## 36 37 38 39 40 41 42
## 2
## 3
## 4
## 5
## 6
## 7
## 8
## 9
## 10
## 11
## 12
## 13
## 14
## 15
## 16
## 17
## 18
## 19
## 20
## 21
## 22
## 23
## 24
## 25
## 26
## 27
## 28
## 29
## 30
## 31
## 32
## 33
## 34
## 35
## 36
## 37 1.7896520
## 38 1.4665690 0.7096359
## 39 2.0310134 1.9036209 1.3213930
## 40 2.8578073 3.4592242 3.4562980 3.5197726
## 41 1.3399079 2.6090252 2.2918911 2.4803561 3.1055485
## 42 2.2274014 3.0644998 2.7219790 2.6151944 2.3201401 3.0196694
## 43 1.2004539 2.1905915 1.9531923 2.1829252 2.1706315 1.7278563 1.7343553
## 44 1.9735492 2.9883452 2.7263597 2.7907399 1.8188197 2.6860632 0.8572108
## 45 1.3402381 2.7269277 2.2719222 2.0860676 2.8265784 0.8967936 2.4588968
## 46 2.5231803 2.7318557 2.7653504 3.1314472 1.7743125 3.3647091 1.5716156
## 47 1.9129899 3.0386152 2.7636652 2.8192481 2.0940591 2.4162910 1.2170257
## 48 1.7238901 3.0651779 2.6038853 2.3467215 2.9507152 1.1614479 2.4638096
## 49 1.1434683 2.2015150 1.8650480 2.3151217 3.3481930 0.9873091 2.8086986
## 50 1.8585397 2.5114886 2.1958974 2.4550307 3.7438427 1.3266128 3.3289526
## 51 2.8276451 4.0554738 3.5297279 3.0303339 4.1145144 1.9231672 3.6049961
## 52 0.9741504 1.6107472 1.2797780 1.8687711 3.2818805 1.5917473 2.5580901
## 53 1.5313935 2.3452936 2.0523190 2.3170588 3.2729265 1.2977745 2.8583758
## 54 1.9222155 1.0542498 1.2954841 2.3305574 3.6519252 2.4050539 3.3520888
## 55 1.8112667 2.0533431 1.8619561 1.7553564 2.2942388 1.7152657 2.6244276
## 56 1.6125440 2.5523971 2.4560150 2.8989221 2.9381210 0.8787419 3.3645450
## 57 1.4538762 2.3002979 2.0530670 2.1667017 2.5635113 0.8954179 2.7000899
## 58 1.1828793 1.2120910 1.0715145 2.0081052 3.3097022 1.8906901 2.6977518
## 59 1.5039798 2.4435829 2.2202749 2.5151664 3.0134670 0.7720791 3.0195429
## 60 5.0854259 4.9993766 4.4837624 3.3015652 5.7356945 5.1288507 4.8323987
## 61 4.0512686 2.9660712 2.7685324 2.8793107 5.9645278 4.5681720 4.9353182
## 62 3.2148079 2.8717454 2.3891924 2.1086724 5.0723685 3.3506310 4.0741687
## 63 2.7414902 2.3668645 1.8186329 0.9969652 4.2155196 3.1769240 3.1374510
## 64 2.1768159 3.5259880 3.0110905 2.8958138 4.3315375 1.9071154 3.5711578
## 65 3.0934713 2.2024676 2.1283725 2.6175584 5.0543128 3.7394712 4.3671696
## 66 2.0279431 2.4940332 2.1442466 2.5884916 4.5788890 1.9885437 3.9645644
## 67 3.4964589 4.7855033 4.1444903 3.5548723 5.1902802 2.9877647 4.0983470
## 68 2.3045408 3.0298014 2.3593697 1.8047320 4.2569278 2.7086652 2.8358459
## 69 3.3233356 2.0595966 1.9516875 2.2564248 5.0302504 3.8401071 4.2426096
## 70 5.3203924 5.3640585 5.2947597 4.9359504 5.1993457 4.8035749 6.2050751
## 71 2.7287476 2.4044478 2.1138228 2.0769985 4.1315636 2.9179359 3.7216684
## 72 1.5681800 2.4983678 2.3155503 3.1135979 4.0670193 2.4388721 3.2567025
## 73 1.5710827 2.0263410 1.5495972 1.8197948 3.4677024 2.4355790 2.3286230
## 74 3.7306555 3.6993969 4.0295221 4.8261290 4.4816149 3.8650345 5.3524595
## 75 1.8441563 2.8137188 2.5224942 2.6103517 3.3789582 1.7474956 3.3414893
## 76 3.0764130 3.1166643 2.6156039 1.9086802 4.4333252 3.2512762 3.6685484
## 77 3.1612990 3.7198950 3.0765257 2.1299085 4.6664561 2.9573754 3.6872032
## 78 2.7141177 2.4408969 2.2587077 2.2507399 3.4482449 3.3457975 3.0518595
## 79 4.0765146 4.3175934 4.1008943 3.7996324 4.9213633 3.3142309 5.3762351
## 80 1.8382356 2.9172567 2.7404244 3.3266201 3.3414521 2.8126083 2.5580322
## 81 2.6189172 3.1712372 2.6180162 2.2810110 4.7385274 2.9504789 3.6759536
## 82 1.3857433 2.4840554 1.8771341 1.7160279 3.5540896 1.8723259 2.4135236
## 83 2.7071607 2.6624951 2.3760121 2.9688412 5.2422329 3.5074892 4.0587202
## 84 2.3359413 3.0488658 2.6491496 3.1220329 4.2696470 3.0972633 2.6777260
## 85 2.1882094 3.3522668 2.9907898 3.1007975 3.9944827 1.9180236 3.6991824
## 86 2.0615163 2.1962870 1.7335333 1.5833101 3.9739408 2.4925268 3.2637797
## 87 2.4948690 2.4763537 2.1283757 2.5392096 4.8659985 3.1030463 3.8889471
## 88 2.8738328 2.7389776 2.6758095 3.4555347 5.0902280 3.7680849 4.2332348
## 89 2.1353771 2.4400414 2.0552359 2.5971934 4.5281159 3.0206801 3.2518198
## 90 2.5337086 3.0998300 2.6342839 2.9449462 5.0047278 3.3736044 3.4498854
## 91 2.4996202 2.7852667 2.2333416 2.3551067 4.9067369 3.1074662 3.4738527
## 92 2.4845886 2.7254934 2.3252852 2.7687716 4.9720603 3.0323798 3.8452257
## 93 2.7786608 3.0250419 2.5016778 2.7171606 5.2666854 3.2492983 3.8188215
## 94 2.1181260 3.3926910 2.9422853 2.7839019 3.3150819 2.6607468 2.3314570
## 95 2.1110069 2.9599930 2.5955310 2.4531710 3.3496864 2.4309659 2.9780687
## 96 4.7904332 4.9411031 5.0054884 5.1425586 5.1455737 4.1336842 6.2680673
## 97 4.3870810 4.0310672 4.2501823 4.5579089 4.2470732 4.5135299 5.2621391
## 98 2.3905195 3.3124270 2.6685462 2.0863038 4.3379466 2.4608628 3.2112498
## 99 2.3120693 3.7270604 3.2027713 3.0762722 4.4358164 1.8324145 3.6674296
## 100 2.1553047 3.6140895 3.1265188 3.2495218 4.4187883 2.4890367 3.2460137
## 101 2.6058977 3.1456331 2.5953995 1.7272596 3.7211049 2.7547239 2.9674453
## 102 2.6601266 2.9750017 2.3923647 1.6225305 4.0565563 2.9548266 3.0404024
## 103 1.6505064 2.5956612 2.3375756 2.7295727 3.0465303 2.5375104 2.3132624
## 104 2.5190145 3.4122277 2.8097974 2.3871083 4.3177746 2.7272160 3.1687090
## 105 1.8258333 2.7921173 2.1863974 1.8914117 3.7209054 2.4138814 2.3779487
## 106 2.3147260 2.8843449 2.4740046 2.9418550 4.5711641 3.2382289 3.0402076
## 107 2.0763625 2.9809082 2.3523065 2.1191023 4.1728339 2.5625714 2.7499354
## 108 2.1068700 2.6874708 2.1795723 2.4881201 4.4964502 2.6568534 3.2124015
## 109 2.5958053 3.8032810 3.2437659 2.9654609 4.4724075 2.3953908 3.5992724
## 110 2.1629692 3.3705609 3.1143685 3.5696951 4.3206550 2.2370335 3.9151901
## 111 4.6164007 6.1763197 5.8212705 5.6388070 4.8403719 4.0153097 5.0663656
## 112 1.9996562 3.0407042 2.6044991 2.5247897 3.2017358 2.6937358 2.1205810
## 113 3.0410642 2.1419777 2.3096216 3.3485111 5.0194887 4.0151761 4.2081707
## 114 2.7262140 3.0092199 2.6641381 3.0715771 5.2854622 3.0507755 4.3859006
## 115 2.0776153 2.6420288 2.2849150 2.8566571 4.5406924 2.9771680 3.2856748
## 116 3.4264578 3.7384208 3.3789499 3.6485758 6.0254243 3.8841515 4.9073817
## 117 2.3519575 3.2364478 2.7055436 2.3956069 4.0071762 2.7287719 3.0021777
## 118 2.2313262 2.6721544 2.4181458 2.6038891 3.7783215 2.5870307 3.4791330
## 119 3.1518230 3.6573280 3.1171194 2.5894815 3.8670456 3.7463401 2.0573505
## 120 2.4325924 3.5311141 3.0497343 2.7841309 3.3535969 3.0407877 2.0559122
## 121 1.8329841 3.2685746 2.9411735 3.2059655 3.4548368 2.1968159 2.9027325
## 122 4.3326308 4.8416917 5.0177774 6.0377136 5.9579818 4.6166486 6.0194835
## 123 3.1248677 3.7391155 3.7814950 4.5148800 3.7823359 4.0647563 3.4248314
## 124 4.0496790 5.3446210 5.0669471 5.0862277 3.5348214 4.5730457 2.8078993
## 125 4.0201415 5.6528124 5.3449084 5.4433345 4.3226056 4.1669301 3.9225062
## 126 1.9418271 3.2052401 2.7127524 2.7732527 3.8337225 2.5991075 2.5263243
## 127 2.2108947 3.6570596 3.1908240 3.3932370 4.4055502 2.2603509 3.4049177
## 128 3.3059072 3.6574237 3.6068161 4.5314980 5.6307630 3.9226578 4.8459778
## 129 2.1804552 3.2979740 2.9144330 3.2745989 4.4348866 2.5744519 3.5218145
## 130 2.5753714 3.4767042 3.1626852 3.4394301 3.5450847 3.5559426 1.9892214
## 131 3.9602364 3.5902496 3.5212872 3.3731515 4.2747670 3.7550112 4.7296772
## 132 2.9740797 2.9570196 2.7879545 2.7954098 3.2194202 3.1672277 3.2161626
## 133 2.8353873 2.8870531 2.6929371 2.9209045 3.7814845 2.9715042 3.5585214
## 134 3.1498850 3.2791032 3.1698534 3.1972328 2.8956334 3.3535227 3.2242903
## 135 3.5235615 3.6806276 3.1884120 3.2029430 5.7484679 3.4769187 4.5713772
## 136 3.1843751 3.1909227 2.7499331 2.8523945 5.0719882 3.2877067 3.9626174
## 137 3.0284325 2.9346843 2.7619908 3.1917334 3.9004848 3.9019248 2.7437759
## 138 3.1426881 3.3571939 3.3089957 4.0673075 4.1619144 4.0467839 3.2006419
## 139 2.8655811 2.9704178 2.5284601 2.6301597 4.2954860 3.4320943 2.7842799
## 140 2.4393182 2.1618378 2.1174075 3.0311730 4.2233074 3.2134723 3.4366325
## 141 2.6408186 2.1387624 2.0453575 2.8044976 4.1867421 3.4786202 3.2227268
## 142 2.5522580 2.4311560 2.0697502 2.1445917 3.5968544 3.1395158 2.4949449
## 143 2.9756066 2.2744283 2.3355846 3.1650797 4.2421825 3.9127716 3.3750979
## 144 2.7520889 3.0547358 2.8050497 3.0494011 3.2220425 3.6248104 1.7865578
## 145 3.2573508 3.5750852 3.3660054 3.2389168 3.0652802 3.1102102 3.3505682
## 146 2.6437377 2.9651400 2.6573431 2.6624639 3.1750404 2.9086112 2.6325777
## 147 3.8524859 4.1537888 3.8463471 3.7454202 3.7879774 4.4733140 2.4636898
## 148 2.8949882 3.4613630 3.1798696 3.5175022 3.6888499 3.4431186 2.5067845
## 149 2.7357313 3.3996767 3.0441114 3.3190792 4.1064629 2.6953309 3.2910929
## 150 3.2156181 3.6293419 3.4734043 3.6648509 3.4326108 2.9848254 3.6521558
## 151 3.6380563 3.7990104 3.8466424 4.2362104 3.6500778 3.3712981 4.4400204
## 152 3.6259414 4.1374819 3.9785313 4.1666645 4.1551628 3.0324295 4.5191249
## 153 3.4594111 3.8113924 3.8109908 4.3659269 4.4761382 3.0716836 4.8891749
## 154 3.6465530 4.3392635 3.9576404 4.1213149 5.1969806 3.1866400 4.4509864
## 155 3.7439026 3.9973238 3.6184089 3.5975613 5.4471107 3.2522174 4.9091801
## 156 3.0380818 3.7758792 3.4700093 3.8313205 4.0784008 3.3195820 3.0197192
## 157 3.0695535 3.9272040 3.5462485 3.7182246 4.1249241 3.0553367 3.1399239
## 158 3.1461049 3.2098799 3.1280417 4.0109912 5.1459409 3.4919840 4.3954312
## 159 5.2723195 6.0639138 5.8616947 6.3645288 7.0591861 4.6153396 6.6753342
## 160 4.6417015 5.4377735 5.1531576 5.5645045 6.5951387 4.0544616 5.9837976
## 161 2.6670804 3.5044731 3.1132884 3.3979909 4.1302353 2.8718431 3.0512231
## 162 2.6971037 1.9388260 1.9032777 2.5449362 3.8878612 3.3155749 3.2327609
## 163 2.6161490 2.1918868 2.1333421 2.9483509 4.2407892 3.2876183 3.4938160
## 164 2.8198306 2.7460711 2.5332698 2.5807297 3.2304215 3.1473316 2.8714569
## 165 2.9198955 3.2413226 2.8694923 3.0543838 4.3474193 2.8823528 3.4927519
## 166 2.7965520 3.1905733 2.8445872 3.1090581 3.8868016 3.3527483 2.5610182
## 167 2.9020599 3.0956141 3.0301970 3.6536032 4.0732088 2.7617260 3.9753869
## 168 2.8813890 3.3366398 2.9181227 2.9675155 4.1585188 2.8560799 3.2380745
## 169 2.7725893 2.9288234 2.8700491 3.5745854 4.2432648 2.6894805 4.0709033
## 170 3.2128698 3.4704075 3.5989538 4.2801115 3.0309460 3.5458161 3.5339050
## 171 2.8546498 2.9226530 2.5879340 2.5483167 3.7344196 3.2051299 3.0306321
## 172 3.3292049 3.6075887 3.1647393 3.1906609 4.9261692 3.2809933 3.8904154
## 173 3.0377564 3.3760032 3.0370493 3.3117671 4.5543605 2.9148496 3.7194099
## 174 3.2498609 3.6186872 3.4358472 3.7769208 3.4632100 3.8291104 2.4550197
## 175 2.4684228 2.8966703 2.7221034 3.2312121 3.4739389 2.6646790 3.0546786
## 176 3.3736639 3.6726519 3.5256895 3.6841102 3.5216341 3.0630030 3.7551938
## 177 3.3772521 3.4159759 3.2634689 3.5822526 4.5732575 2.9402237 4.5078994
## 178 3.1349433 3.5720000 3.4545313 4.2084072 4.5195358 3.4300955 3.7621982
## 43 44 45 46 47 48 49
## 2
## 3
## 4
## 5
## 6
## 7
## 8
## 9
## 10
## 11
## 12
## 13
## 14
## 15
## 16
## 17
## 18
## 19
## 20
## 21
## 22
## 23
## 24
## 25
## 26
## 27
## 28
## 29
## 30
## 31
## 32
## 33
## 34
## 35
## 36
## 37
## 38
## 39
## 40
## 41
## 42
## 43
## 44 1.6574040
## 45 1.6014945 2.1755438
## 46 1.8778393 1.5133718 3.1228628
## 47 1.0099285 1.3018410 2.0966236 1.7299642
## 48 1.5086442 2.3633143 0.8536510 3.1770806 1.8411297
## 49 1.5043314 2.6640138 1.4468895 3.0973628 2.2187566 1.4031249
## 50 1.9426350 3.2743469 1.8444374 3.5784573 2.6696117 1.5796441 0.8058249
## 51 2.8011972 3.5667293 1.7589156 4.4756470 3.0688123 1.3251285 2.2725923
## 52 1.2382850 2.5658568 1.7767734 2.7491565 2.0853152 1.8036781 0.9524017
## 53 1.3413105 2.8324563 1.6756378 3.0723053 2.0913108 1.3455121 0.7720589
## 54 2.1031666 3.3099978 2.7778693 2.9713392 2.9924330 2.8757191 1.7931318
## 55 1.6193853 2.3752051 1.5707532 2.6158475 2.3793675 1.8602860 1.9528630
## 56 2.0241403 2.8688083 1.5334341 3.3515517 2.7690153 1.9160302 1.4931444
## 57 1.2927989 2.4361119 1.1385680 2.8278514 2.0856518 1.1855056 1.1631727
## 58 1.4600185 2.6728895 2.1491456 2.6189902 2.3144527 2.2344957 1.1888464
## 59 1.4831728 2.7847476 1.3997088 3.1401498 2.2587108 1.2817551 0.8173532
## 60 5.1378366 5.1060768 4.5094871 5.6932577 5.4089362 4.6956680 5.2103703
## 61 4.6199870 5.1102286 4.5049512 5.1547942 5.3045430 4.8303387 4.1442891
## 62 3.7582378 4.1655130 3.1950262 4.6045451 4.3639810 3.4866977 3.0857642
## 63 3.0362110 3.3490196 2.7732498 3.7123696 3.5772017 3.0732426 2.9631987
## 64 2.9962842 3.3290059 1.6966333 4.4557870 3.3995369 2.1789332 2.3075855
## 65 3.9529286 4.2681431 3.6986447 4.4799018 4.6967670 4.2895004 3.5619329
## 66 3.0705367 3.7318547 2.2597022 4.3734582 3.8131502 2.7602755 1.9663096
## 67 3.7930578 4.1567660 2.6288637 5.3159872 3.9062044 2.4929308 3.1909273
## 68 2.9131130 2.9382536 2.1287414 3.9186366 3.2288331 2.5296603 2.6670699
## 69 3.7932638 4.3506727 3.8261628 4.2688975 4.5291562 4.1466153 3.4161683
## 70 5.6204479 5.7215926 4.6630153 6.2685160 6.2218221 5.2540817 5.5577004
## 71 3.3844001 3.5091231 2.7244905 3.9944766 4.0490978 3.3342649 2.9955902
## 72 2.6549823 2.9693666 2.5594694 3.5547412 3.1347860 3.0292241 2.2430644
## 73 2.3496736 2.1892178 2.0690891 2.9059442 2.7771828 2.6217763 2.2587902
## 74 4.4237237 4.6981629 4.2220057 4.8401312 5.1199683 4.8776119 4.2430659
## 75 2.6690148 2.8427983 1.5673367 3.7660838 3.2594914 2.4049947 2.3856812
## 76 3.6248791 3.6189586 2.7555177 4.3677785 4.1354873 3.3185575 3.4155319
## 77 3.5316813 3.7630215 2.4166230 4.7011818 3.9170473 2.6789544 3.1352630
## 78 3.2059182 2.7974203 2.9316582 3.2264615 3.6708623 3.5896119 3.4341423
## 79 4.5629522 4.9704486 3.3348955 5.6649602 5.2562263 3.8679939 3.9997908
## 80 2.6022989 2.0904823 2.6160025 2.9014950 2.7410736 3.1397729 2.7825464
## 81 3.4812030 3.6127154 2.5393858 4.5473189 3.9686864 3.1336821 3.0860410
## 82 2.1482879 2.3194546 1.3576546 3.3072610 2.5708491 1.8971840 1.8942933
## 83 3.7586934 4.0077984 3.4722978 4.4968077 4.3218596 3.9800617 3.1868176
## 84 2.9347349 2.6946175 2.9349057 3.3412866 3.0100382 3.1234862 2.5514744
## 85 3.1156803 3.2232084 1.8287875 4.2955706 3.6000152 2.5626322 2.4965024
## 86 2.8758417 3.1146523 2.1676953 3.7911492 3.5321218 2.8431263 2.6124384
## 87 3.5536179 3.7551688 3.0095665 4.3510366 4.1740197 3.6152900 2.9563788
## 88 3.9498075 4.0195033 3.7680385 4.4181093 4.5118268 4.3880527 3.5759320
## 89 3.1532744 3.1671760 2.8664316 3.7931048 3.6002820 3.3793209 2.7074944
## 90 3.4759069 3.4909665 3.1468758 4.2437117 3.7911142 3.5573688 3.0471238
## 91 3.3924158 3.5289067 2.8733306 4.2408444 3.8375349 3.2917446 2.7889411
## 92 3.5553463 3.7247192 2.9774607 4.3985946 4.0957724 3.5041155 2.7912914
## 93 3.6385803 3.8966154 3.1438322 4.5446143 4.0853667 3.4503763 2.8104532
## 94 2.6736771 2.0068179 1.9963915 3.3355325 2.7161560 2.5877495 2.9354672
## 95 2.8310050 2.5546823 1.9094282 3.5979478 3.2438790 2.7252899 2.8919807
## 96 5.2832496 5.6499796 4.3861046 6.1225139 6.0011150 4.9809315 4.8850298
## 97 4.8507745 4.6554853 4.4792832 4.8241090 5.4505858 5.2044813 4.9662252
## 98 3.0359927 3.1939519 1.9015443 4.2718562 3.4056982 2.3544455 2.6468071
## 99 3.0136312 3.4600687 1.7208006 4.5725568 3.3760999 2.0078363 2.1978195
## 100 3.0146253 3.0654601 2.2484064 4.2022650 3.1981792 2.6247863 2.5514185
## 101 2.9915653 2.8991172 2.0449403 3.8541675 3.3724394 2.6047259 3.0640322
## 102 3.1536775 3.0487027 2.3416696 3.9079276 3.5551528 2.8617797 3.0637796
## 103 2.4204356 1.8215407 2.1858376 2.7578293 2.6677064 2.8296058 2.6140088
## 104 3.2513492 3.0619409 2.1502244 4.2171904 3.5442951 2.7091787 2.9066960
## 105 2.4999388 2.3453584 1.7996082 3.4143737 2.7747809 2.3163101 2.4318219
## 106 3.2139331 3.0127528 3.0188356 3.7283996 3.4611349 3.4325896 2.8570857
## 107 2.8329081 2.7491821 2.0548137 3.7932606 3.1170557 2.5101686 2.4949153
## 108 3.0668224 3.1272010 2.4889882 3.9192628 3.4859278 2.9396841 2.3711263
## 109 3.3724290 3.3627099 1.9876452 4.6007443 3.6771031 2.5140232 2.7654120
## 110 3.2326745 3.4481754 2.3801808 4.3809026 3.7074425 2.9961010 2.5738410
## 111 4.9164884 4.4980779 3.7642541 5.8270929 4.8245650 4.0497541 4.7705069
## 112 2.5802057 1.8071499 2.0606145 3.0330057 2.6760993 2.6679213 2.8439298
## 113 3.8836149 4.0994851 4.1027877 4.0416247 4.5035575 4.5942373 3.5775947
## 114 3.8608358 4.1984219 3.1036504 4.9046613 4.4932825 3.6775867 2.9767560
## 115 3.1414991 3.1586894 2.8527322 3.8510535 3.5476510 3.3621022 2.7029916
## 116 4.5170128 4.8214987 3.8397572 5.5602516 5.0682829 4.3658892 3.7950352
## 117 3.1214318 2.8003713 2.1311478 3.9512903 3.4229081 2.8064550 2.9754311
## 118 3.1598600 3.0381428 2.3383872 3.8515641 3.7278335 3.1661502 2.9309741
## 119 3.1828912 2.4276390 3.0607948 3.2388649 3.0149476 3.2074432 3.5320928
## 120 2.8306335 1.8660699 2.3102835 3.2079582 2.7330878 2.7965490 3.1853349
## 121 2.6886207 2.3714175 1.9312184 3.5392534 2.9132716 2.5804913 2.5338279
## 122 5.2247528 5.4655181 5.0971859 5.7907779 5.6829419 5.5647037 4.6526180
## 123 3.6987454 2.8804484 3.9388894 3.2906075 3.7275933 4.4589275 4.0270148
## 124 3.9126750 2.5224959 4.0573797 3.5321503 3.1765457 4.1750080 4.6677586
## 125 4.2707269 3.4360885 3.8400546 4.6890059 3.8456993 4.0653462 4.5112171
## 126 2.7403985 2.3214629 2.1182241 3.5190931 2.8571600 2.6350472 2.6323575
## 127 3.0894143 3.1260434 2.1588621 4.2656521 3.3049549 2.5273485 2.3413440
## 128 4.4177465 4.5231359 4.1619788 5.0142355 4.8792968 4.6666715 3.6801752
## 129 3.2698733 3.1783115 2.4570140 4.2091841 3.6170765 3.0560317 2.6639728
## 130 2.9584958 1.8452089 3.1057498 2.7599378 2.7174513 3.4464241 3.3513747
## 131 4.3140869 4.3608329 3.6339859 4.6975689 4.9500270 4.1940960 4.1061718
## 132 3.2736929 2.8338582 2.8634637 3.2919370 3.6597702 3.3931745 3.3103888
## 133 3.4191523 3.1627972 2.8292846 3.7138088 3.8921406 3.3995599 3.0557295
## 134 3.3765127 2.7156097 3.0159300 3.2037743 3.6708088 3.5746926 3.6068199
## 135 4.2008702 4.6242244 3.4976284 5.2393334 4.6931496 3.6590545 3.1046927
## 136 3.7379608 4.0001703 3.2516668 4.4864029 4.1891268 3.4293678 2.8567229
## 137 3.3948285 2.6821671 3.6124666 2.8874254 3.5082550 3.9701157 3.5245408
## 138 3.6481972 2.9450448 3.9448860 3.1516106 3.6966585 4.2997082 3.6498328
## 139 3.1626711 2.9763426 3.1554321 3.3799477 3.3267693 3.2829070 2.9001207
## 140 3.2454296 3.2033217 3.2642362 3.4073279 3.7420387 3.7317804 2.8110339
## 141 3.2555918 3.1292953 3.4056335 3.2154295 3.6918850 3.8103355 3.0143117
## 142 2.7960053 2.5433837 2.8139678 2.8510893 3.0883472 3.0907943 2.7852387
## 143 3.4971764 3.2827933 3.8439660 3.1420803 3.8942050 4.2447465 3.4404319
## 144 2.7933510 1.8475023 3.2268250 2.1476305 2.6422530 3.4316727 3.2550196
## 145 3.3547784 2.9187595 2.8146687 3.4961075 3.6199489 3.2065887 3.3798211
## 146 2.8947372 2.3505010 2.5480809 2.9835259 3.1154773 2.9365520 2.8813738
## 147 3.7132422 2.6437567 3.9668394 2.9932151 3.3953402 4.0656341 4.1812811
## 148 3.0872246 2.3935633 3.2099145 2.9057697 2.9743527 3.3481561 3.0546052
## 149 3.1259512 3.0975860 2.7012029 3.7443134 3.3386048 2.8078182 2.3899366
## 150 3.4483987 3.1639369 2.9457048 3.6926014 3.7370970 3.2786697 3.1464877
## 151 3.9674415 3.8159048 3.5138675 4.1388737 4.4170707 3.9787122 3.6798176
## 152 4.0126481 3.9909543 3.1805370 4.6228892 4.4169926 3.5357512 3.3735432
## 153 4.1627041 4.2755314 3.4325877 4.7967248 4.7340642 3.9648184 3.3931538
## 154 4.0139638 4.3223678 3.3784001 4.9766681 4.2698589 3.2934407 2.9140201
## 155 4.3700590 4.7210638 3.3641046 5.4034041 4.9184754 3.6328653 3.2620437
## 156 3.2793954 2.8758811 3.2296828 3.4581105 3.2050106 3.2690071 2.9119896
## 157 3.2249198 3.0344359 2.9680921 3.7225650 3.1753566 2.8871285 2.7137157
## 158 3.9659657 4.1485521 3.7916505 4.4481078 4.4319525 4.1049129 3.0184879
## 159 5.7824986 6.4061620 5.2059409 6.9694953 6.1164830 5.1007605 4.4444956
## 160 5.2107776 5.7724633 4.5420425 6.4203487 5.5479281 4.4674752 3.8365051
## 161 3.1667627 2.8522658 2.7447735 3.6675932 3.2550761 2.9355050 2.5834919
## 162 3.0761837 3.1513689 3.2804669 3.0560644 3.5980937 3.6108310 2.8777337
## 163 3.3237644 3.2937719 3.3178235 3.4506625 3.8319051 3.7581979 2.8852413
## 164 3.0420397 2.6250472 2.8406800 2.9830701 3.3746434 3.2530801 3.0924252
## 165 3.2775380 3.4094206 2.8795888 3.9100380 3.6028167 2.9715781 2.5075317
## 166 3.0617071 2.5611747 3.0979123 3.0538629 3.0799409 3.2532794 2.9102518
## 167 3.3715310 3.5869746 3.0842230 3.8753270 3.8585584 3.3443956 2.5746617
## 168 3.1784288 3.1661246 2.7301552 3.7739240 3.4180423 2.8188098 2.5504340
## 169 3.4069585 3.6769706 3.0506488 4.0039703 3.9636065 3.3878855 2.5029668
## 170 3.4269896 2.8969136 3.6144259 2.9524783 3.6162256 3.9904541 3.5352541
## 171 3.2908562 2.8297013 2.8364328 3.4329285 3.6132773 3.3151507 3.1547916
## 172 3.7703101 3.8794666 3.2094476 4.4708948 4.0931667 3.3206884 2.9324755
## 173 3.3346138 3.6682905 3.0496363 4.0734788 3.6668814 3.0113891 2.4250080
## 174 3.1423580 2.4244313 3.6082758 2.5327995 2.9204047 3.6395551 3.3969438
## 175 2.8751362 2.6777057 2.6938864 3.1258312 3.1690613 2.9884011 2.4502452
## 176 3.4597915 3.3602273 3.0813054 3.7335807 3.7607305 3.2751822 3.1340760
## 177 3.8220956 4.1971648 3.2258209 4.5615480 4.4063758 3.4745292 2.8948922
## 178 3.5295009 3.5502408 3.6651313 3.7782603 3.6975619 3.7299385 2.8716524
## 50 51 52 53 54 55 56
## 2
## 3
## 4
## 5
## 6
## 7
## 8
## 9
## 10
## 11
## 12
## 13
## 14
## 15
## 16
## 17
## 18
## 19
## 20
## 21
## 22
## 23
## 24
## 25
## 26
## 27
## 28
## 29
## 30
## 31
## 32
## 33
## 34
## 35
## 36
## 37
## 38
## 39
## 40
## 41
## 42
## 43
## 44
## 45
## 46
## 47
## 48
## 49
## 50
## 51 2.1091560
## 52 1.3432305 2.7878373
## 53 0.7004199 2.2117709 0.9638783
## 54 1.8860189 3.7952367 1.3487174 1.7898781
## 55 2.1024817 2.8121811 1.9173013 1.9036273 2.1842116
## 56 1.8300737 2.7034266 1.9813351 1.8033889 2.3803833 1.7472919
## 57 1.3167192 2.1989726 1.4792496 1.1050472 2.0662981 1.0195571 1.1556691
## 58 1.5497911 3.2467103 0.5843842 1.2880986 0.8538977 1.9692856 2.0735660
## 59 0.8951458 2.1540018 1.3595734 0.7553667 1.9862914 1.6256015 1.1171850
## 60 5.1646977 4.6426631 5.0654715 5.2258182 5.4539465 4.3180069 5.5970672
## 61 4.1727612 5.2319284 3.7732638 4.3672021 3.4004568 4.1148438 4.7814904
## 62 3.0824031 3.6938477 3.0836736 3.3974393 3.1335872 3.1004035 3.7087102
## 63 3.0769160 3.5711601 2.6362434 3.0947222 2.8799981 2.4675480 3.5697202
## 64 2.7003391 2.2337556 2.6408064 2.7612930 3.6672127 3.0582360 2.4695150
## 65 3.8631144 4.8918185 3.2048980 3.9453767 2.9733209 3.4344922 3.7480085
## 66 2.2553444 3.0811611 2.2043065 2.5433928 2.5860756 2.8165701 2.2083669
## 67 3.2261386 1.6600546 3.5917733 3.3579130 4.7170813 3.9465274 3.7968077
## 68 3.0318825 2.8719797 2.5781671 3.0097997 3.4602198 2.8808924 3.3004562
## 69 3.4600837 4.7208184 3.0416264 3.6105105 2.5027976 3.2082972 3.9624212
## 70 5.6137816 5.3717725 5.7199100 5.7039326 5.7817304 4.1933892 4.5079910
## 71 3.2352151 3.8466681 3.0045799 3.4020541 2.9927211 2.3751104 2.9543733
## 72 2.9470855 3.8477412 2.1235673 2.7895241 2.7615762 3.2496919 2.5403821
## 73 2.8485649 3.4815622 2.1047359 2.7497638 2.6378879 2.3444791 2.6853715
## 74 4.6713490 5.6498036 4.2626865 4.6078551 4.0389008 3.9855598 3.1403501
## 75 2.8706605 2.9833559 2.5662474 2.8243534 3.2083599 2.1971819 1.7467790
## 76 3.6259770 3.6006693 3.3398678 3.7166973 3.7287643 2.7693489 3.5608446
## 77 3.1712131 2.4763945 3.2568038 3.3301643 3.9854112 2.9539051 3.5684614
## 78 3.8848187 4.4198685 3.2158370 3.7844592 3.3212210 2.4826998 3.3138613
## 79 3.9521274 3.7453987 4.3539156 4.2389688 4.5141066 3.2368951 3.2037089
## 80 3.5783608 4.1462023 2.6990340 3.2929914 3.3798398 3.2392080 2.8395637
## 81 3.4490884 3.3688524 2.9684650 3.4788760 3.7081245 3.2394356 3.3865486
## 82 2.4182858 2.5574169 1.8727212 2.3174909 2.8471870 2.2594863 2.4108216
## 83 3.6539844 4.5363390 2.9097005 3.7001718 3.1842976 3.8763998 3.7196216
## 84 3.1501308 3.8830356 2.6583401 3.1256781 3.2173732 3.5400779 3.4426579
## 85 2.9832135 2.8867485 2.8904663 3.0645720 3.6206543 2.8392738 2.0578656
## 86 2.9782062 3.3899274 2.4093906 2.9781209 2.8581461 2.3227317 2.7297589
## 87 3.3904420 4.1220291 2.7985962 3.4937294 3.0682844 3.3406346 3.2850189
## 88 4.1455039 5.1070563 3.2818759 4.1109636 3.4079151 4.0305982 3.7540530
## 89 3.2886256 4.0601748 2.5264444 3.2801703 2.9784617 3.3544443 3.2687612
## 90 3.5976146 4.0892353 2.8423428 3.5574851 3.5388522 3.9043686 3.7810029
## 91 3.1913034 3.7096739 2.6821223 3.2986896 3.2103920 3.4282751 3.5356020
## 92 3.2467623 3.9593993 2.7868907 3.4067125 3.1467202 3.5023366 3.2847519
## 93 3.1241077 3.7629619 2.8260598 3.3417008 3.2588716 3.7104595 3.6949276
## 94 3.5799089 3.3090793 2.9238710 3.3303069 3.9082311 2.9385253 2.9965861
## 95 3.4324380 3.3711247 2.8783862 3.2948498 3.5814441 2.4453731 2.5594089
## 96 4.9690259 5.1755359 5.2033403 5.1352031 5.1341071 4.1019790 3.5745056
## 97 5.3231848 5.9416582 4.9532865 5.2864270 4.6818675 3.7680611 3.9337273
## 98 2.9520774 2.4581172 2.7052530 2.9826703 3.6565136 2.8756318 3.0820038
## 99 2.5045023 1.8731563 2.6622011 2.6182653 3.7237767 3.1584683 2.4863980
## 100 3.1493993 3.0079375 2.7148537 3.0579599 3.8149324 3.5833552 2.9965650
## 101 3.3519833 2.9747872 2.9864112 3.2845511 3.6992903 2.3561386 3.1656411
## 102 3.3550266 3.2472923 2.9696750 3.3627844 3.5587925 2.5719766 3.3674656
## 103 3.3540338 3.8119894 2.5470548 3.1226271 3.1860619 2.6673095 2.5876716
## 104 3.3296976 2.9562120 3.0172799 3.3662971 3.8677480 3.0535139 3.2217389
## 105 2.9589607 2.9272513 2.3374935 2.8306083 3.2763692 2.6242897 2.9195273
## 106 3.4883709 4.1335051 2.7406465 3.4372654 3.3294735 3.6620990 3.5545272
## 107 2.9811626 2.9568130 2.4985199 2.9624466 3.3939360 2.9439299 3.1045136
## 108 2.8802998 3.4532553 2.4624343 2.9995526 3.0283614 3.1536981 3.0263205
## 109 3.1550836 2.5060724 3.1269416 3.2689139 4.0625085 3.2280579 2.9093633
## 110 3.1695249 3.4622211 2.8573795 3.1747854 3.5795041 3.3943392 2.2876064
## 111 5.1609306 3.9829269 5.3451076 5.1148707 6.2918195 4.9049668 4.1340046
## 112 3.4997170 3.4906091 2.7933821 3.2778132 3.6289404 2.7423517 2.9704367
## 113 4.0417124 5.4487296 3.1748417 4.0234269 2.7880459 3.9087453 3.9294503
## 114 3.3599648 3.9798101 3.0133986 3.5656593 3.3739524 3.6960566 3.2563132
## 115 3.3367028 4.0465082 2.5423189 3.2855683 3.1195671 3.5026198 3.2272355
## 116 4.1736133 4.5809452 3.6572181 4.2860717 4.1565905 4.5559078 4.1810599
## 117 3.4885173 3.2529187 2.9873171 3.4316426 3.8108627 2.9351890 3.1045507
## 118 3.4573284 3.8015347 2.9397269 3.4404518 3.3424945 2.6131288 2.5381162
## 119 3.9266638 3.8560069 3.4337006 3.7732041 4.1012253 3.3210777 4.2184978
## 120 3.8050704 3.5317658 3.1582055 3.5666534 4.0782525 3.0775921 3.4058651
## 121 3.2473710 3.3053053 2.7491029 3.0914516 3.6224380 2.9784524 2.3387075
## 122 5.1985198 6.2242016 4.8246510 5.1876594 4.8880323 5.5782045 4.1929156
## 123 4.8141173 5.5355685 3.9291283 4.5231113 4.2701537 4.2384529 3.8500960
## 124 5.3280624 5.0358572 4.7541259 4.9257222 5.6465282 4.7526311 4.7617353
## 125 5.1652886 4.5943831 4.8208299 4.8865440 5.8504509 4.9988681 4.3357164
## 126 3.3074142 3.2984102 2.6663220 3.1523365 3.6383569 3.1606412 3.0049919
## 127 2.9183814 2.8408379 2.7893949 2.9768159 3.7519750 3.4844197 2.7106077
## 128 4.2713994 5.2818890 3.7426215 4.3486325 3.9131397 4.7361807 3.8523326
## 129 3.3091639 3.5489277 2.8796983 3.3316310 3.6387695 3.4816633 2.8092501
## 130 4.0833354 4.4224399 3.2505060 3.7970265 3.9630571 3.6650138 3.7816361
## 131 4.2000693 4.6110204 4.2602240 4.3815160 4.0360627 2.8410946 3.5127833
## 132 3.6659264 4.1487732 3.4576013 3.6981907 3.4743033 2.3276723 3.0490285
## 133 3.4318463 4.0456179 3.3253361 3.5920536 3.3233224 2.6064941 2.8537497
## 134 4.0245336 4.3990998 3.7493089 3.9751284 3.8257144 2.5002506 3.1437834
## 135 3.1033663 3.6203943 3.4157977 3.5730513 3.6479058 3.9277120 3.9205908
## 136 2.9459854 3.6934230 3.1376638 3.3330964 3.2236870 3.4108558 3.6312944
## 137 4.0711450 4.9243344 3.4248887 3.9837929 3.4820480 3.4682698 3.9677331
## 138 4.3168759 5.3062901 3.6607720 4.2094286 3.7447366 4.0607920 3.9910268
## 139 3.2307679 3.9488564 2.9426411 3.3033014 3.1897272 3.2431184 3.7884723
## 140 3.3480458 4.5965192 2.7862765 3.4099686 2.6113225 3.2019645 3.1400687
## 141 3.4897937 4.6976140 2.8769002 3.5158074 2.6646430 3.1756250 3.4898501
## 142 3.1424912 3.9120823 2.7409510 3.1428744 2.8497865 2.5296786 3.3484479
## 143 3.9304210 5.2189317 3.2083863 3.8897255 2.8622620 3.4728996 3.8458118
## 144 3.8173888 4.4757712 3.1465846 3.5948030 3.4739656 3.1888153 3.7954966
## 145 3.6520603 3.8445264 3.7274964 3.7119380 3.8683602 2.4002532 3.0118098
## 146 3.2903413 3.7178474 3.1089249 3.3127907 3.3403044 2.3854656 2.9885184
## 147 4.6152631 4.9188000 4.1833331 4.4539977 4.5180181 3.8915638 4.7069124
## 148 3.5831868 4.2194223 3.2929656 3.5359735 3.6252272 3.4351019 3.6165896
## 149 2.7087416 3.3182421 2.9923917 2.9653867 3.3059894 3.0978801 2.9288498
## 150 3.4403720 3.9025001 3.6774132 3.6017245 3.7342923 2.7564504 2.7979076
## 151 3.9679259 4.6376596 4.1431559 4.1176756 3.9524863 3.0745295 2.8496907
## 152 3.5516489 3.8547418 4.0617650 3.8603386 4.1273672 3.1989180 2.7816496
## 153 3.7005751 4.4235089 3.9705992 3.9851967 3.8733027 3.4778333 2.5645009
## 154 2.9151271 3.2827365 3.6855293 3.3962794 3.9958123 3.9349158 3.5149982
## 155 3.2075670 3.4987917 3.8325242 3.7550181 3.9475789 3.6376649 3.4677388
## 156 3.3677410 3.9702131 3.3662091 3.4386099 3.7353687 3.6478724 3.5313831
## 157 3.0302488 3.3931533 3.3055027 3.1836572 3.7742641 3.4858168 3.3783745
## 158 3.4179832 4.7091477 3.3507762 3.6983718 3.1817500 4.0196890 3.4419147
## 159 4.3764318 4.8891253 5.2650814 4.8783156 5.4696634 5.9443842 4.7153843
## 160 3.7960117 4.2346906 4.6410318 4.3253857 4.9305270 5.3373254 4.2757658
## 161 3.0669366 3.5150162 3.0809047 3.2112895 3.5601081 3.3487583 3.1430412
## 162 3.1943531 4.4886486 2.7785955 3.2596366 2.3423246 2.6919767 3.2843768
## 163 3.3428539 4.5881862 2.8895436 3.4496475 2.6197494 3.1171028 3.2230078
## 164 3.4440051 4.0666492 3.1987965 3.4652537 3.2055498 2.3223602 3.1366787
## 165 2.6691609 3.4011381 3.0037645 3.0014390 3.1489901 3.0321585 3.1435160
## 166 3.3758705 4.0509529 3.0936245 3.3876418 3.3888727 3.2700154 3.5956724
## 167 2.8309692 3.9721515 3.1501240 3.1388888 2.9461101 2.9844431 2.5461070
## 168 2.7551164 3.2588216 3.0337089 3.0234571 3.3112323 2.9517395 3.1671214
## 169 2.7985638 3.9951961 3.0412605 3.1250892 2.8297587 3.0289271 2.4617083
## 170 4.0730267 5.0248268 3.8030873 3.9874195 3.6772820 3.3032130 3.0978116
## 171 3.5404020 3.9904454 3.2822459 3.6175010 3.4393371 2.6625106 3.3063834
## 172 3.0363850 3.5411193 3.3806702 3.4201807 3.5782914 3.4689467 3.6285685
## 173 2.4859813 3.3873996 2.9874516 2.8774007 3.0911684 3.2347301 3.1936222
## 174 3.8622896 4.6170859 3.5395924 3.7320636 3.7289250 3.5509545 3.9420885
## 175 2.9100200 3.8049085 2.8921984 3.0263747 2.9736426 2.7184188 2.6043787
## 176 3.3016035 3.8592744 3.6798006 3.5013664 3.6461023 2.7421386 2.9176400
## 177 2.8916007 3.7852745 3.4857062 3.3577975 3.2596701 3.0257079 2.8320526
## 178 3.2873077 4.4675439 3.3273500 3.4403525 3.3462173 3.9198941 3.4491006
## 57 58 59 60 61 62 63
## 2
## 3
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## 56
## 57
## 58 1.6713870
## 59 0.6461028 1.5792410
## 60 4.8857445 5.2305332 5.3173055
## 61 4.4576894 3.5810537 4.5827713 4.1211446
## 62 3.3186869 3.0473919 3.4847669 3.2505790 1.9008213
## 63 2.9365269 2.6709372 3.2686270 2.7370697 2.2389598 1.4495933
## 64 2.6322240 3.0316211 2.5968502 4.8580114 4.5769113 3.3209167 3.2862776
## 65 3.7877129 3.0223222 3.9468921 4.6067721 1.9193068 2.3730853 2.3687630
## 66 2.5166324 2.2876959 2.3961923 4.9869494 3.3326703 2.4122741 2.8045347
## 67 3.4660532 4.0680253 3.4179893 4.5433958 5.3186867 3.7915833 3.8146235
## 68 2.9202869 2.8607872 3.1237155 3.4393337 3.3908182 2.2478351 1.8079200
## 69 3.6064075 2.7688998 3.7733044 4.1185204 1.0758301 1.7280487 1.8191284
## 70 4.7404182 5.7833846 5.1636194 5.2850818 6.1481180 5.2485120 5.0757920
## 71 2.8616508 2.9107481 3.1992981 3.6408637 2.6818399 1.6911937 1.7866780
## 72 2.8999517 2.1908932 2.7694600 5.9716720 4.2645212 3.7633758 3.5675233
## 73 2.4979351 2.1128704 2.7411476 4.2501573 3.2425998 2.4034059 1.9534377
## 74 4.0507123 4.0991757 4.1130879 7.3309658 5.6941424 5.3942813 5.2685452
## 75 2.1735822 2.7600526 2.4028924 4.8221622 4.4049535 3.3429617 3.0748252
## 76 3.2515732 3.4484697 3.6322503 2.6094772 2.9454100 1.8236614 1.4729922
## 77 3.0737905 3.5532692 3.3382844 2.5723404 3.6642957 2.1021756 1.9811300
## 78 3.1618377 3.1136207 3.6179187 3.9055319 3.3713449 2.8116335 2.1532211
## 79 3.4620574 4.4608275 3.7256664 4.5965646 4.8946102 3.6689884 3.9118692
## 80 3.0902651 2.7488843 3.1773963 5.9109108 4.8588753 4.2028592 3.7534808
## 81 3.3142069 3.2202968 3.4775565 3.8334642 3.3545688 2.5138896 2.2779913
## 82 2.1517764 2.1716237 2.3291411 4.1101163 3.6724360 2.5498736 2.1082231
## 83 3.8389155 2.8735263 3.8144710 5.2288847 2.8070844 2.8257252 2.9067584
## 84 3.2859360 2.6265996 3.2671723 5.3334484 4.0142669 3.1620273 3.1687912
## 85 2.5840666 3.1133673 2.6584532 5.0923759 4.6281261 3.4069977 3.4361039
## 86 2.6239359 2.5160412 2.8975962 3.7611168 2.9023037 2.1306817 1.6947299
## 87 3.4125903 2.7800313 3.4844682 4.6341629 2.6225142 2.2703385 2.4127359
## 88 4.0767713 3.1651342 4.0978346 5.8222148 3.4247104 3.5603971 3.4941055
## 89 3.3138090 2.5104626 3.3547323 4.9271197 3.0882498 2.6515476 2.5900011
## 90 3.7555051 2.9653872 3.7381235 5.0658402 3.4909984 3.0670097 2.9575877
## 91 3.3926690 2.7578085 3.4427634 4.2458972 2.6842904 1.9691735 2.1257451
## 92 3.4198429 2.7814899 3.4170118 4.8353609 2.8766081 2.2767963 2.6331558
## 93 3.5598406 2.8637324 3.5186896 4.5331299 2.6983891 1.9233927 2.4478843
## 94 2.9388451 3.1996019 3.2058669 4.6712299 4.8119241 3.7805072 3.1583476
## 95 2.6728665 3.0709198 3.0194227 4.3468519 4.2969694 3.3182741 2.7855309
## 96 4.2826339 5.2030083 4.4785175 6.5453948 6.2034265 5.3414000 5.4487033
## 97 4.3857187 4.7750687 4.7829450 6.0437056 5.3770210 4.9701111 4.6995863
## 98 2.8161336 3.0610772 2.9906336 3.5842816 3.7870463 2.5050790 2.2309080
## 99 2.5935321 3.0801398 2.4744181 5.0133357 4.7915759 3.4412549 3.4899893
## 100 3.1369936 3.0653795 3.0526099 5.4263825 4.7947106 3.7873553 3.6252195
## 101 2.7616198 3.2348845 3.1914081 2.8799698 3.7632306 2.5719919 1.8272689
## 102 2.9626102 3.1370448 3.3397180 2.7447753 3.1755972 1.9801061 1.3618773
## 103 2.7190291 2.5963356 2.9515667 5.1334342 4.3712979 3.5838210 3.0822461
## 104 3.0772140 3.2790973 3.2957151 3.6967377 3.8402238 2.5473126 2.3624119
## 105 2.6425118 2.6076681 2.8690382 3.9317070 3.7302464 2.6732407 2.1210151
## 106 3.5384214 2.7581930 3.5580671 5.1544041 3.5858787 3.0366021 2.9422581
## 107 2.8766392 2.7481253 3.0247523 3.9697044 3.5765614 2.4448307 2.1780688
## 108 3.0095320 2.5168236 3.0339081 4.5936030 3.1762721 2.2103586 2.4243870
## 109 2.9863743 3.4507943 3.0791768 4.3913781 4.4935386 3.0653788 3.1220414
## 110 2.9793571 3.0486941 2.8703749 5.9736195 4.8735059 3.9710515 3.9876492
## 111 4.5364979 5.6745581 4.6320673 6.8254350 7.7217590 6.1955955 6.0662393
## 112 2.8599178 2.9722997 3.1682694 4.4666221 4.4018346 3.4187792 2.7951947
## 113 4.0630938 2.8301698 4.0971527 5.8502860 2.7966651 3.3386784 3.2984026
## 114 3.5598377 3.0646016 3.5057403 5.0985165 3.1531513 2.6120052 3.0319445
## 115 3.3607877 2.5824260 3.3503423 5.2760978 3.5330177 3.0796391 2.9771706
## 116 4.4185180 3.7912682 4.3451905 5.4571311 3.5694418 3.3921109 3.6082142
## 117 3.0475735 3.2232495 3.3142684 3.9384109 3.9671971 2.8749029 2.4825809
## 118 2.8560808 2.9879124 3.1316038 4.5987168 3.8243155 3.0095815 2.7707733
## 119 3.5742205 3.5448232 3.9246468 3.5005885 4.1749026 3.1181859 2.4186156
## 120 3.1824395 3.3833220 3.5023040 4.3697957 4.7393262 3.6779201 3.0065222
## 121 2.7187604 2.9599514 2.8131408 5.4836042 4.9626657 3.9239198 3.6391448
## 122 5.1522104 4.7133424 4.8888798 8.8127013 6.5913627 6.2847325 6.4455673
## 123 4.2257091 3.8213262 4.3444220 6.9624803 5.7081302 5.2784563 4.8463089
## 124 4.6250031 4.9300918 4.8369173 6.7485758 7.2152272 6.1791809 5.5023278
## 125 4.6022725 5.0997241 4.6477445 7.2592818 7.5048623 6.3240242 5.9303130
## 126 2.9985353 2.9088585 3.1199795 4.8465294 4.3998677 3.4083138 3.0392088
## 127 2.9652034 3.0616172 2.8462016 5.4881719 4.8046386 3.5831062 3.6871739
## 128 4.4409069 3.6246577 4.2590675 7.0017536 4.5638717 4.3424701 4.6453026
## 129 3.1937434 3.0403476 3.1700620 5.4371748 4.3694701 3.4311609 3.4818106
## 130 3.6464971 3.2957406 3.8305738 5.4985199 4.9327954 4.1955980 3.6456598
## 131 3.5175497 4.1357000 3.9623461 4.1439237 4.0978299 3.1626079 3.2229116
## 132 2.9065613 3.3166071 3.3745041 4.1636228 4.0082870 2.9173664 2.7077175
## 133 2.9328777 3.1664312 3.2530834 4.4735220 3.7196604 2.5648109 2.7692989
## 134 3.0912222 3.6293888 3.5901927 4.5603958 4.6182177 3.5840060 3.2354176
## 135 3.7341294 3.4316787 3.6657686 4.4133888 2.9515058 1.6237350 2.8123726
## 136 3.3525851 3.0429095 3.3909724 4.2418599 2.8337112 1.4357539 2.4350787
## 137 3.7391313 3.1862679 3.9966200 4.9939431 3.8087276 3.2778013 3.0060566
## 138 4.0648872 3.4021963 4.1645587 6.2652485 4.6807685 4.2000033 4.0873112
## 139 3.3080197 2.8285141 3.4692646 4.2547661 3.2837965 2.2856887 2.3295629
## 140 3.2674419 2.4600233 3.3434467 5.4145641 3.2118218 2.8200377 2.9714257
## 141 3.3821263 2.5398245 3.5381161 5.0102464 2.9132133 2.6058981 2.6152225
## 142 2.8636452 2.5759619 3.1814690 3.9410981 3.1622236 2.2029434 1.9115461
## 143 3.7474256 2.8169129 3.9216039 5.3760559 3.1729178 3.1378531 3.0070427
## 144 3.3808416 3.0162250 3.6639976 4.9685801 4.3924335 3.6514739 3.1040111
## 145 2.8289645 3.6599946 3.2998725 4.3846235 4.7770190 3.4084910 3.2751560
## 146 2.7047719 3.0156717 3.0953170 4.1933093 4.0442495 2.7712849 2.6006080
## 147 4.1639991 4.1018671 4.5103655 4.7800992 5.0220724 4.1048388 3.6128680
## 148 3.3636574 3.1676747 3.5144443 5.3672133 4.6639242 3.6163292 3.5330646
## 149 2.8002322 2.9288342 2.8188455 5.1211233 4.3409404 2.9043759 3.3277665
## 150 2.8565564 3.5493720 3.1438051 5.1806235 4.9304472 3.5512133 3.7305746
## 151 3.2631610 3.9437963 3.5321130 5.9124785 5.3063831 4.1987641 4.3744622
## 152 3.1233773 3.9875701 3.2889679 5.5739365 5.2745570 3.8013387 4.2480589
## 153 3.3508420 3.8208401 3.3909926 6.2806578 5.1106905 4.0300112 4.5094441
## 154 3.4343155 3.6994256 3.2729837 5.6000831 4.8756792 3.3220339 4.1037077
## 155 3.5015959 3.8266103 3.5195390 4.5763082 3.8138355 2.2018520 3.3294520
## 156 3.3637089 3.2774285 3.3880383 5.6869769 4.9177613 3.7059921 3.8774492
## 157 3.1145433 3.3036489 3.1199214 5.4040333 4.9777460 3.5403542 3.7899048
## 158 3.7493026 3.0690757 3.5995705 6.2632059 3.9128742 3.2919274 3.9506488
## 159 5.1470853 5.2852796 4.6830869 8.2777278 6.8536891 5.6776189 6.5520643
## 160 4.5958244 4.6853336 4.1817988 7.3422273 6.0081789 4.7615411 5.6720568
## 161 3.0718422 3.0598017 3.1067196 5.2044228 4.4521096 3.1150106 3.3975817
## 162 3.0235279 2.3950937 3.2484572 4.6990588 2.8450291 2.3816769 2.3737738
## 163 3.2593113 2.5444180 3.3782741 5.1691806 3.0253465 2.5681564 2.7939970
## 164 2.8302278 3.0260683 3.2598316 4.0980506 3.7529334 2.6772242 2.4482639
## 165 2.8700615 2.8973726 2.9287534 4.6808620 3.7950572 2.3348323 2.9153874
## 166 3.2605007 2.9648924 3.4238903 4.8755794 4.0766118 3.0225229 3.0051952
## 167 2.7838765 2.8963882 2.7834725 5.7549166 4.3690049 3.2394978 3.7388307
## 168 2.8267460 2.9806848 2.9470295 4.4677323 3.9458818 2.4079715 2.8368593
## 169 2.8163829 2.7851444 2.7781015 5.7640910 4.1310233 3.0886880 3.6479402
## 170 3.3842761 3.5273396 3.5929204 6.4897187 5.4870031 4.6577883 4.5295353
## 171 3.0706211 3.1731807 3.4468379 3.8419538 3.4876535 2.3055227 2.2429514
## 172 3.3461480 3.3235042 3.4009865 4.4014786 3.5928427 2.0420458 2.8665892
## 173 2.9181760 2.8739333 2.8574251 5.0860327 4.0080032 2.6317855 3.2600885
## 174 3.5589361 3.3573341 3.7496115 5.6367245 5.0208782 4.1027981 3.8542270
## 175 2.6272749 2.6950660 2.7628474 5.3184635 4.3080957 3.1408093 3.3196147
## 176 2.8193283 3.5314145 3.0864103 5.1680943 4.9306631 3.5359572 3.7526859
## 177 2.9390045 3.3056153 2.9930242 5.1911297 4.0981829 2.7651890 3.5262981
## 178 3.5250851 3.0851029 3.3786974 6.4948146 4.8501970 3.9428039 4.3106800
## 64 65 66 67 68 69 70
## 2
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## 63
## 64
## 65 3.6383683
## 66 1.8081724 2.3990340
## 67 2.0430918 5.0422728 3.3096487
## 68 1.9097327 2.8974794 2.3145166 2.5396221
## 69 4.2266120 1.7165887 2.9305613 5.0988402 3.1643062
## 70 5.0684282 5.1415647 5.0073074 6.0498339 5.3344411 5.6132147
## 71 3.0659815 1.8928692 2.2161672 4.1993727 2.3610721 2.1085077 3.9896414
## 72 2.3089364 2.9862191 2.0034091 4.0154722 2.7392501 3.7860479 6.0051475
## 73 2.4092043 2.3011692 2.1059432 3.6575800 1.5382188 2.6861994 5.2043736
## 74 4.4449450 3.9855250 3.7489461 6.3646828 5.1660991 4.9997121 4.5824022
## 75 1.6635253 3.0483023 1.9169240 3.4251123 2.3776818 3.8148281 3.8784280
## 76 2.8562952 2.4475606 2.6826197 3.6091131 1.7067096 2.6914808 4.1166055
## 77 2.3873275 3.5431632 2.7827029 2.2759491 1.5236440 3.4606256 4.7149082
## 78 3.5008967 2.2759420 3.0900396 4.7572489 2.5620180 2.7542215 4.2726614
## 79 3.4851729 4.0888504 3.2553064 4.3622894 3.9765410 4.4123298 2.1984996
## 80 2.7491884 3.5186830 2.9295437 4.3229292 2.8699525 4.2885371 5.9152016
## 81 1.7985315 2.4547435 2.0260760 2.9870786 1.1591185 3.2541884 4.9328975
## 82 1.4755228 2.8462806 1.8487607 2.6545732 0.9802844 3.2036719 5.0931583
## 83 2.9125371 1.7556238 2.0157147 4.3344640 2.4341464 2.7710705 6.1491407
## 84 3.0331463 3.5264321 2.8100738 3.8291154 2.4754086 3.5965735 6.7360260
## 85 1.1959117 3.3660851 1.7482441 3.0344134 2.3908129 4.1540166 4.3458537
## 86 2.1975810 1.7838189 1.7785375 3.5571621 1.5175257 2.4797293 4.3477116
## 87 2.5305909 1.3693951 1.5738903 4.0105526 2.0227916 2.4672331 5.3176119
## 88 3.3337584 1.8636225 2.4744320 5.0516507 3.0916832 3.2333216 6.0002731
## 89 2.5298879 2.0640882 1.9330560 3.9210533 1.9166159 2.8279760 5.9184484
## 90 2.4918027 2.7073736 2.3490290 3.6458398 1.8780557 3.4179985 6.4816122
## 91 2.4082574 2.1940153 1.8991439 3.3775475 1.3974696 2.6153960 5.8968131
## 92 2.3884501 1.9507735 1.4833399 3.7493017 1.9969065 2.7319014 5.6959464
## 93 2.6553505 2.5269876 1.9473799 3.4149412 1.8801942 2.6862557 6.2674861
## 94 2.0264385 3.6787794 2.9696965 3.2423374 1.8906254 4.3472511 5.1779555
## 95 1.9980755 2.9566740 2.4608529 3.5495300 1.9879717 3.7879397 4.0635445
## 96 4.6343060 4.9383598 4.2637600 5.9964780 5.4802409 5.5738759 2.2443602
## 97 5.0272788 3.9138502 4.4571766 6.6304357 5.0559495 4.6789421 3.0540947
## 98 1.3713052 3.1662125 2.1534515 2.0830608 0.7567358 3.5472898 4.9663297
## 99 0.5447840 4.0019398 1.9764765 1.7133735 2.1637187 4.4263110 5.3225271
## 100 1.2554766 3.8059121 2.3140254 2.6050972 2.0613590 4.4836383 6.0324260
## 101 2.3626582 3.0767828 2.7996836 3.0690642 1.4006389 3.3638571 4.1390334
## 102 2.5249183 2.6614396 2.6239888 3.2103809 1.1239254 2.8579430 4.5232341
## 103 2.4930905 3.0544896 2.6285148 4.0345254 2.3302233 3.7722536 5.2151178
## 104 1.6233099 3.0743959 2.2766127 2.5312600 0.8695384 3.5996369 4.9426928
## 105 1.7616715 2.9170981 2.2724790 2.7922527 0.7437300 3.3525857 5.2380262
## 106 2.6933550 2.7662088 2.4331072 3.8765601 2.0451995 3.3395505 6.4212104
## 107 1.6974368 2.8930466 2.1043282 2.6230347 0.6121782 3.3021618 5.4650658
## 108 2.1105793 2.4570576 1.6276052 3.2698679 1.5670730 2.8925479 5.7300905
## 109 0.9214417 3.6377629 2.1175119 2.0449772 1.6552924 4.2044940 4.9091880
## 110 1.5732999 3.4770721 1.8414085 3.5416580 2.8755011 4.4317366 5.2305535
## 111 3.5373714 6.5581616 4.9013196 4.0262771 4.7951384 7.1932450 5.4540449
## 112 2.2883135 3.3058684 2.8568724 3.5033674 1.7670712 3.9055401 5.1429178
## 113 4.1531277 1.7000978 2.8957009 5.6549398 3.5682734 2.4431102 6.3380914
## 114 2.2250886 2.0507939 1.2203032 3.7596803 2.3416487 3.0666185 5.4512081
## 115 2.3761891 2.4160713 1.9864083 3.8706383 2.0783312 3.2673358 6.0682394
## 116 2.6916635 2.5898881 2.2517555 4.0536086 2.7152600 3.7390722 6.1733713
## 117 1.7472710 2.9267395 2.3708452 2.9947512 1.1726839 3.6552030 4.7469080
## 118 2.2673497 2.2900519 2.0343442 3.9997121 2.2694801 3.3272448 4.0087776
## 119 3.6323826 4.0275781 3.9468130 3.7761955 2.1425959 3.7888813 6.1538912
## 120 2.5206579 3.7994576 3.3235138 3.4023735 1.8617807 4.2932652 5.4310112
## 121 1.7216914 3.6364888 2.4271512 3.4127888 2.4486175 4.4309969 5.1643521
## 122 4.6962437 5.0712019 4.1529599 6.5157425 5.7492124 6.1154955 7.1618377
## 123 4.1611510 4.2550454 4.1312183 5.7624752 4.2061874 5.1111695 6.5190032
## 124 4.5800903 6.2506067 5.5229545 5.1337814 4.5175331 6.6113246 7.2812081
## 125 3.7389378 6.2917731 4.9863215 4.5045277 4.5342664 6.9713688 6.9273236
## 126 1.7709836 3.3649191 2.4816162 3.0531643 1.6041270 4.0195878 5.6728615
## 127 1.2712124 3.8719467 2.0768984 2.5631717 2.2637806 4.4340045 5.8634325
## 128 3.5119874 3.2920325 2.7035891 5.1872927 3.9179031 4.3253407 6.8040771
## 129 1.5863079 3.1356162 1.8443085 3.3169588 2.1995063 4.0361001 5.5543183
## 130 3.3973468 4.0186917 3.7259437 4.3912152 2.7997648 4.4414132 6.5619864
## 131 4.2998231 3.4191048 3.6390393 5.2923450 3.9562545 3.4363610 2.7562626
## 132 3.7151757 3.2487402 3.3036449 4.7136505 3.1046277 3.2498189 4.1186844
## 133 3.3371632 2.8866646 2.6842171 4.4735301 2.9356189 3.0477179 4.3396437
## 134 3.9268628 3.6786617 3.7041769 5.0050692 3.4688762 3.8407965 4.0123554
## 135 3.1721861 3.2894109 2.3465854 3.4068769 2.6729217 2.9329069 6.1666457
## 136 3.3721588 3.1052418 2.4988049 3.7674059 2.6247573 2.5394456 5.9440561
## 137 4.1738679 3.2840005 3.6817648 5.1278510 3.1437409 3.2416553 6.2684899
## 138 4.3143551 3.8461618 3.8392453 5.4989863 3.8176308 4.1151660 6.8744382
## 139 3.6428439 3.3705623 3.1840169 4.0590063 2.4710443 2.8314605 6.3700032
## 140 3.5197559 2.3028561 2.4468891 4.8785748 3.0310106 2.6155017 5.8529322
## 141 3.8249987 2.3337251 2.8430242 4.9770554 2.9629124 2.3019844 5.9777283
## 142 3.5849288 2.9584030 3.0676539 4.2742019 2.4271410 2.4875588 5.5526008
## 143 4.3438767 2.5649303 3.3650380 5.5471002 3.4611042 2.5488689 6.2508580
## 144 4.0406270 3.9071809 3.9180898 4.7741518 3.0582541 3.7470826 6.4129954
## 145 3.8267179 4.1301519 3.6818898 4.5576279 3.4905600 3.9964514 4.0854605
## 146 3.3960278 3.4725627 3.1580417 4.1776284 2.7011632 3.3301943 4.9022525
## 147 4.8166431 4.8368814 4.8626987 5.1324665 3.6722009 4.4588681 6.7755291
## 148 3.8581341 4.2302523 3.6933315 4.4855170 3.2520521 4.0417732 6.5424992
## 149 3.1656101 4.0098034 2.8061616 3.6802443 3.0142113 3.7429998 5.9268812
## 150 3.8030447 4.2596157 3.4648027 4.6225503 3.7728450 4.1432896 4.6660430
## 151 4.3054024 4.3441868 3.7416397 5.4797649 4.5329121 4.4687430 4.1406354
## 152 3.7325589 4.5436789 3.3676423 4.5673265 4.1405464 4.5639940 4.3565967
## 153 3.6455314 3.9908455 2.8939450 5.0475300 4.3202984 4.4331836 4.4234537
## 154 3.5358832 4.8201160 3.1908536 3.5580872 3.7342368 4.4231457 6.4337007
## 155 3.2617670 3.7226352 2.5093307 3.6694565 3.2835754 3.5106296 5.0558532
## 156 3.7471876 4.5496275 3.5860741 4.2316014 3.4551559 4.3235256 6.7188754
## 157 3.5219651 4.7304594 3.4927741 3.7115074 3.3425331 4.3908429 6.5170232
## 158 3.7649758 3.3339160 2.5870870 4.9247030 3.7639234 3.4632767 6.5447675
## 159 4.8911984 6.5369185 4.4820144 5.1398810 5.9360995 6.4741699 7.9761135
## 160 4.1499071 5.7733187 3.7480580 4.3302208 5.0249868 5.6876152 7.4768973
## 161 2.9964093 3.9685161 2.8613886 3.6237544 2.7772754 3.9319459 6.1439190
## 162 4.0179418 2.5389169 2.9729085 5.0169323 3.1574722 2.0021693 5.5947667
## 163 3.6801382 2.3194405 2.5646626 4.9168700 3.0673893 2.3862813 5.7325309
## 164 3.7528784 3.2236707 3.2854219 4.6098919 2.9412504 2.9802740 4.7338254
## 165 3.3831791 3.7378091 2.7805767 3.7832641 2.9520202 3.2225741 5.8323811
## 166 3.6838263 3.8029144 3.3875216 4.2564329 2.8597406 3.5066922 6.3770082
## 167 3.6840860 3.7889028 2.7736299 4.6704043 3.8136905 3.6059875 5.4278465
## 168 3.2858413 3.8464740 2.9050969 3.6009278 2.7752311 3.3773962 5.7533782
## 169 3.4676463 3.4442179 2.4043490 4.6059178 3.6604681 3.4162705 5.3651060
## 170 4.5083295 4.4532264 4.0541827 5.7727964 4.5269694 4.6113080 5.6044591
## 171 3.4089727 2.9470333 2.9982772 4.2630845 2.4781468 2.8926435 4.8093744
## 172 3.4377532 3.7355991 2.8592088 3.6535154 2.8547664 3.2154907 5.9753311
## 173 3.5549725 4.0458239 2.8947352 3.8497527 3.2896384 3.4344228 6.2057189
## 174 4.5338873 4.6938554 4.3310383 5.0776452 3.8526159 4.3066252 6.8537858
## 175 3.4043983 3.6580659 2.8600636 4.3632368 3.2325715 3.5515276 5.5087345
## 176 4.0719610 4.4694437 3.6522060 4.7043038 3.9766732 4.1104255 4.8816788
## 177 3.7442438 3.7846663 2.7716162 4.4868489 3.8122155 3.4207512 4.9093254
## 178 4.0909022 4.4298184 3.4355393 4.8810913 4.0693742 4.2222333 7.0222038
## 71 72 73 74 75 76 77
## 2
## 3
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## 72 3.2884121
## 73 1.8438315 2.0015454
## 74 4.0517169 3.5115405 4.1497488
## 75 2.2848874 2.2596297 2.0308223 3.1134225
## 76 1.3525513 3.6654386 2.0836150 4.9220128 2.4934599
## 77 2.4479588 3.9202258 2.6413141 5.7079082 2.8097947 1.5446841
## 78 1.5016599 3.2537120 1.6507182 3.9787730 2.4379022 1.8689737 3.1234322
## 79 2.7998017 4.7267130 4.0348526 4.2545466 2.7410774 3.0234001 3.2259850
## 80 3.4214652 1.4197678 1.8826935 3.6821904 2.3344401 3.7148530 4.1093452
## 81 2.3113824 2.6337902 1.9350583 4.6682742 2.0976997 1.7014003 1.9542719
## 82 2.2624527 2.0049575 1.1136419 4.4011041 1.6706462 2.0858247 2.0356934
## 83 2.7805147 1.9423978 2.0500105 4.3591589 2.9985401 3.0176252 3.5738595
## 84 3.2448377 2.3196891 1.7958955 5.1596845 3.3183955 3.5372046 3.5948191
## 85 2.6061594 2.2559841 2.2628515 3.5236616 0.9199893 2.7632521 2.8177163
## 86 1.3971626 2.4595057 1.3742646 3.9410665 1.6582502 1.3346988 2.1383657
## 87 1.9602299 2.1028502 1.6415897 4.0390029 2.3888140 2.2438784 2.9519636
## 88 2.9980995 1.8749774 2.2973894 3.6300660 2.9657376 3.4378976 4.2547581
## 89 2.4449472 1.6148476 1.2385059 4.2821945 2.5587734 2.6888648 3.1933275
## 90 3.1582687 1.8631454 1.8532362 4.9482801 2.9981414 3.0680610 3.2733851
## 91 2.3087729 2.3535514 1.5258860 4.9578822 2.7973927 2.2427637 2.4942250
## 92 2.2293946 2.0086127 1.6636829 4.3276457 2.5558929 2.5300535 2.9675650
## 93 2.6050686 2.6156197 1.9941201 5.2573540 3.2074154 2.6856303 2.7322949
## 94 3.0740977 2.3951687 1.7964946 4.4491325 1.8819237 2.7725126 2.9156620
## 95 2.2256656 2.4813216 1.7137560 3.6465264 1.0118484 2.0886828 2.6446256
## 96 4.0687984 5.1940667 5.0546177 3.1229195 3.4308829 4.6710483 5.1654243
## 97 3.3096783 4.7201443 4.1099804 2.6792952 3.4105691 4.0828437 5.2402111
## 98 2.4907998 2.8272889 1.9631348 5.0257226 2.0606212 1.8032682 1.2997175
## 99 3.3507276 2.5581986 2.7041438 4.7453664 2.0372088 3.1723282 2.4789016
## 100 3.5881090 1.7578872 2.2988572 4.6816326 2.2840024 3.4252755 3.1362272
## 101 2.0197246 3.3928734 1.9620932 4.8519138 2.0513310 1.1317021 1.4422946
## 102 1.6593884 3.3169606 1.6567575 4.9918213 2.3371219 0.7258122 1.3761075
## 103 2.6592150 1.7504841 1.2495274 3.6203518 1.8145873 2.9200748 3.4474344
## 104 2.2944158 2.7857381 1.6944277 4.9057913 2.0242779 1.6963202 1.6391817
## 105 2.3833758 2.2538156 1.1241042 4.6868028 1.9595423 1.9903206 2.0529113
## 106 2.9565698 1.7806152 1.4600056 4.7500188 2.9332153 3.0997247 3.4191817
## 107 2.4027353 2.3080294 1.2712742 4.8980168 2.1955832 2.0263062 1.9602734
## 108 2.2318469 1.9670689 1.2427611 4.5624359 2.4194852 2.4278150 2.6272802
## 109 2.7929308 2.7739907 2.2999590 4.7735698 1.8505266 2.4331579 1.9952710
## 110 3.2904013 1.5102145 2.5316697 3.2720039 1.6025226 3.5719569 3.6711619
## 111 5.4252073 4.8753669 4.9333563 5.5625730 3.6618301 5.2792293 4.8529877
## 112 2.6656091 2.3451943 1.3072101 4.3596287 1.9359663 2.4939768 2.8552344
## 113 2.9529384 2.5417935 2.4771313 3.9418057 3.6316287 3.7014890 4.6040164
## 114 2.4599035 2.1139757 2.2334390 4.0716290 2.4343050 2.7238960 3.1011628
## 115 2.8205023 1.2448923 1.4906208 4.1947201 2.5132612 3.0206623 3.4121711
## 116 3.4247432 2.5520774 2.9626133 4.7597502 3.1888813 3.3293082 3.6144243
## 117 2.2687150 2.5486954 1.5158579 4.4884964 1.7122100 1.7776155 2.0961823
## 118 1.7302729 2.3112426 1.6336213 3.1375072 1.1194699 2.0582624 2.9159642
## 119 3.1644376 3.8971041 2.1980837 6.1446897 3.6792323 2.7478880 2.7878312
## 120 3.0765176 2.8299371 1.7605416 4.9386214 2.4113783 2.7064105 2.8818484
## 121 3.1168392 1.7167815 1.9649670 3.6597581 1.4694867 3.2456466 3.3893408
## 122 5.5025787 3.2233989 4.8486111 3.1156431 4.3241825 6.2650577 6.6720551
## 123 4.2869102 2.5967352 2.9994866 3.7239592 3.4584283 4.7709526 5.4200090
## 124 5.5381745 4.3677350 4.0878476 6.1496091 4.4706464 5.4447218 5.4163024
## 125 5.6350600 3.9349484 4.3346609 5.5743165 3.9247212 5.5527052 5.3415580
## 126 2.9811760 1.8542744 1.4740784 4.5344967 2.0695839 2.8141605 2.8798185
## 127 3.3734967 1.9617299 2.3028193 4.5755070 2.2236954 3.4171670 3.0943586
## 128 3.9424552 1.9551820 3.1345334 3.8325156 3.4994831 4.5542387 5.0123751
## 129 2.9337659 1.4930713 1.8965440 3.9554229 1.9012849 3.0848034 3.2392403
## 130 3.6995928 2.5944561 2.0053302 5.0217456 3.2639503 3.7620148 4.0725038
## 131 1.8835346 4.7426615 3.4390475 4.2039379 3.1448367 2.6231784 3.5447972
## 132 1.6981488 3.7864017 2.2086947 4.2267477 2.6995716 2.4160885 3.2491321
## 133 1.4246008 3.3682018 2.0148896 3.9834350 2.4893928 2.3914566 3.1616125
## 134 2.2487147 3.9413590 2.5252611 4.0815851 2.7556585 2.8533760 3.6788658
## 135 2.7770477 3.7315369 2.9374581 5.8182728 3.7485109 2.9715062 2.6789840
## 136 2.3223278 3.6136062 2.4600359 5.5311887 3.5804115 2.7615614 2.7552685
## 137 2.8391571 3.3307321 1.9517768 5.0305325 3.6916131 3.3544122 4.0582283
## 138 3.6699994 2.9761995 2.5140644 4.7181189 3.8960294 4.3249364 4.9097961
## 139 2.6845549 3.4312019 1.9558031 5.6781037 3.6922619 2.9548172 3.1083468
## 140 2.3033683 2.3374047 1.7033518 3.9073128 3.0072662 3.2176948 3.9382136
## 141 2.2537415 2.8017655 1.6867462 4.4297943 3.3313504 3.0654080 3.8343840
## 142 2.0218365 3.3431187 1.5750813 5.0430409 3.1920496 2.4599648 2.9665681
## 143 2.6849762 3.0859832 2.1136870 4.4783761 3.7265509 3.5103395 4.3785740
## 144 3.2831392 3.3582003 2.0493642 5.3097910 3.6734637 3.5735696 3.9790143
## 145 2.4158561 4.2439920 2.8229022 4.6199381 2.9419343 2.9525654 3.3737743
## 146 2.0493215 3.4843273 1.8590731 4.6835857 2.7817080 2.5528229 3.0163059
## 147 3.8986071 4.5870788 3.0480059 6.3891285 4.5418425 3.9939515 4.2634559
## 148 3.3954212 3.3876834 2.3498281 5.3778853 3.7104273 3.8411241 4.0065937
## 149 2.9070920 3.3107553 2.4568831 5.1140983 3.2405282 3.4656217 3.3307568
## 150 2.7171338 4.0168404 2.9543409 4.4434883 3.0736914 3.5053053 3.7953148
## 151 3.0013637 4.2707179 3.5443254 3.5970932 3.1857075 4.0174526 4.5711847
## 152 3.0086413 4.2723522 3.5379930 4.3418163 3.1047913 3.8028569 3.9426192
## 153 3.0068665 3.6309518 3.4725684 3.1074210 2.8022154 4.0313503 4.4579996
## 154 3.7477501 4.1380456 3.6077636 5.9050967 4.0125120 4.2025235 3.6702912
## 155 2.5208352 4.1727387 3.3130022 5.2968793 3.4083929 3.0023993 2.8234861
## 156 3.6548113 3.4779484 2.7387513 5.5273976 3.8244000 4.1375857 4.0691988
## 157 3.6414317 3.7069375 2.9159546 5.7369303 3.7622268 4.0203661 3.6942253
## 158 3.2077371 2.8446265 2.8242657 4.4504291 3.6759718 4.1307160 4.4636855
## 159 5.9587536 5.2044009 5.7573078 6.4936509 5.5334948 6.5590547 6.0024453
## 160 5.1627962 4.6041342 4.9505241 6.2362717 4.8991131 5.6733023 5.0897953
## 161 3.0324801 3.0035734 2.1964309 5.1235059 3.1611991 3.4510096 3.3817502
## 162 2.0193675 3.2930530 1.9908928 4.4908164 3.3880948 2.9709568 3.7016378
## 163 2.0972006 2.7323925 1.7992483 4.1156106 3.1381292 3.0806627 3.8263034
## 164 1.8221741 3.6850380 1.9971523 4.5802043 2.9558534 2.4970100 3.1994342
## 165 2.6032436 3.5904285 2.4919181 5.3121887 3.4249331 3.1855752 3.0901537
## 166 2.9812320 3.3239183 2.0485756 5.4144899 3.5965923 3.3910891 3.5735548
## 167 2.7786176 3.4100817 2.8677356 4.1592064 3.2077882 3.8180302 4.0573679
## 168 2.6059394 3.6224569 2.3897816 5.4060944 3.3417314 3.0510543 2.9043878
## 169 2.6005654 3.1005096 2.7044339 3.8811751 3.0001905 3.6757454 3.9793656
## 170 3.6050810 3.6682888 3.1865578 3.7496960 3.5188516 4.5391414 5.1168998
## 171 1.5562008 3.5006706 1.7068899 4.7115934 2.8096746 2.0625249 2.8045399
## 172 2.6503496 3.8677086 2.6921501 5.7239430 3.6719863 3.0498917 2.8697071
## 173 3.0557039 3.6991085 2.8701226 5.4952396 3.7219063 3.6562020 3.4171378
## 174 3.8630654 3.9344951 2.8910171 5.6957863 4.2460364 4.3460689 4.5397090
## 175 2.5969273 3.0591363 2.1746960 4.3241714 2.9355881 3.4260444 3.7108603
## 176 2.9153157 4.3135557 3.2238760 4.7950758 3.4346638 3.7069716 3.8785756
## 177 2.5005487 4.0262325 3.2215635 4.5747085 3.3407667 3.4771182 3.6208095
## 178 3.8878036 3.2971183 3.1208714 5.1008881 4.0683241 4.6781498 4.7427448
## 78 79 80 81 82 83 84
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## 79 3.7253197
## 80 2.8599689 4.9782245
## 81 2.6322919 3.6204897 3.0019744
## 82 2.3843893 3.7388896 2.1469403 1.4730334
## 83 3.0301474 4.7910987 2.7498279 2.0634786 2.3497024
## 84 3.2543197 5.3048530 2.2542070 3.1247574 2.1829304 2.5816338
## 85 2.9837652 2.9244218 2.4531687 2.1028371 1.7807054 2.9661647 3.1362802
## 86 1.7192288 3.1630715 2.7442533 1.1909803 1.3614456 2.0841063 3.0021666
## 87 2.4023147 3.9600442 2.7210787 1.5478183 1.9443781 0.9004214 2.6300770
## 88 2.9155498 4.9275281 2.4503916 2.6039593 2.7992861 1.1060440 2.9955283
## 89 2.5100090 4.5889102 2.0488108 1.9065495 1.7059625 0.9614825 1.7673831
## 90 3.2056569 5.0930082 2.3590345 1.8986731 1.8964607 1.2157463 1.9742899
## 91 2.7367495 4.3895825 2.8418850 1.5470791 1.6403896 1.3313602 1.9999435
## 92 2.7562878 4.1738431 2.6573573 1.7740362 1.9067715 1.0003131 2.1526104
## 93 3.2480778 4.5943264 3.2378507 2.1081399 2.0750403 1.6209786 1.9643569
## 94 2.5696063 4.2787149 1.7241625 2.1576226 1.4609588 3.1226011 2.7072968
## 95 1.9016351 3.2315862 2.1699245 1.7871836 1.5230282 2.9208338 3.2011403
## 96 4.5750459 2.2326972 5.3618845 4.9845516 4.9477315 5.6786214 6.3048408
## 97 2.9609122 3.6059834 4.4032848 4.6958770 4.5795976 4.9646021 5.5227506
## 98 2.8690754 3.5189834 3.0560899 1.0438810 1.0884035 2.7302221 2.9248544
## 99 3.8742800 3.6304745 3.0393350 2.2289189 1.7432354 3.2401201 3.0960453
## 100 3.6778190 4.6030457 2.0707869 2.1388526 1.6171378 2.6147980 2.4313748
## 101 2.0348974 3.1674215 3.2584376 1.6569039 1.5863407 3.2888520 3.4312735
## 102 1.8462876 3.4036004 3.2614041 1.5132382 1.5541558 2.8807035 3.0481803
## 103 2.0494024 4.3158160 0.8851858 2.4981017 1.6479376 2.6248509 2.2182967
## 104 2.5277924 3.5995237 2.7750993 1.1325796 1.1831497 2.6236359 2.6408781
## 105 2.2883259 4.0113606 2.1709740 1.3660140 0.5757622 2.3827147 2.2080000
## 106 2.8774323 5.0844171 1.9312980 2.3120118 1.8740624 1.5414459 1.2565762
## 107 2.5529700 4.0716725 2.4022987 1.2787541 0.7927388 2.1895441 2.0183666
## 108 2.6437338 4.1899169 2.3612521 1.8114194 1.4141188 1.5866398 1.5159874
## 109 3.2351640 3.3628399 2.9214144 1.6646651 1.5373208 3.0286097 2.9383771
## 110 3.5148858 3.8749103 2.0623523 2.5084140 2.1657934 2.6670454 3.0601847
## 111 5.4339049 4.7007537 4.4205370 4.8522565 4.3381733 6.0378647 5.2870999
## 112 2.0618535 4.2420787 1.6044017 2.1380386 1.3603454 2.8784002 2.3550184
## 113 2.9093069 5.2792838 3.0381280 3.4026790 3.2712108 1.7575199 3.0094127
## 114 3.1403638 3.8736442 2.9906798 1.7283372 2.1997934 1.2404849 2.8819382
## 115 2.8182218 4.7431263 1.7842402 2.0002423 1.7496095 1.0847790 1.8373227
## 116 3.8619767 4.7307157 3.4581937 1.9237049 2.7912673 1.4201227 3.5128844
## 117 2.1817633 3.6281501 2.3712290 1.1578409 1.1725769 2.5493297 2.7323745
## 118 1.6866805 3.0513752 2.2616042 1.8430123 1.8185679 2.4524824 3.1259874
## 119 2.7507021 5.1670613 3.3560454 3.1602276 2.4193783 3.8102614 2.5072197
## 120 2.4523872 4.5683480 2.0222988 2.4062383 1.6749369 3.3116476 2.5271243
## 121 2.9185090 4.0635180 1.2967614 2.4626796 1.6943160 2.9379580 2.5801811
## 122 5.5669143 6.1367317 3.7251861 5.3448622 4.9927831 4.3519679 4.8505171
## 123 3.4536344 5.9096497 1.5087444 4.2723078 3.5597672 3.6941853 3.1692341
## 124 4.7068249 6.7035704 3.1443416 5.1284464 4.0871012 5.5652129 3.9158000
## 125 5.1707240 6.1454248 3.0806467 4.8038299 3.9922651 5.3704287 4.2104358
## 126 2.7489195 4.4722917 1.5225966 1.9201231 1.1867137 2.4557544 1.9627051
## 127 3.6705177 4.2857539 2.2375505 2.4301141 1.7561475 2.8054123 2.1961409
## 128 4.1275808 5.4519244 2.6911260 3.5890777 3.4546497 2.1385124 2.9494408
## 129 3.0875553 4.1587545 1.7822266 2.0138170 1.7063678 2.0949251 2.2368832
## 130 2.9578144 5.6443805 1.5355716 3.3644611 2.4421110 3.2658744 1.8400450
## 131 2.4753320 2.2731187 4.6589377 3.8908526 3.7552870 4.5719767 4.7760835
## 132 1.5533083 3.4034942 3.3313720 3.4296803 2.8030587 3.8816337 3.2905536
## 133 1.8423303 3.2431227 3.1459160 3.1325429 2.6121493 3.3506656 2.8939228
## 134 1.7404096 3.5989277 3.2811794 3.7534185 3.0821769 4.2606582 3.6107348
## 135 3.8962960 4.2488894 4.3462017 2.9704249 2.8838005 2.9584299 2.8483745
## 136 3.2863259 4.2209537 3.9737725 3.1245548 2.7069101 3.0199716 2.3904756
## 137 2.2974953 5.3369899 2.7670276 3.7061453 2.9503294 3.2357988 1.9916792
## 138 3.1936559 5.8785136 2.3513886 4.2317549 3.3862722 3.3664118 1.9261776
## 139 2.8615987 5.0049122 3.3312883 3.3097154 2.5025979 3.1386807 1.6097355
## 140 2.3945456 4.6333318 2.4530708 3.1966584 2.6129392 2.1844179 1.9313043
## 141 2.2098707 4.8351905 2.7779350 3.2935857 2.6968660 2.4281879 1.9761983
## 142 1.9863330 4.4275916 3.0976095 3.1377408 2.3118197 3.1671850 2.1164026
## 143 2.3802025 5.2752602 2.9452701 3.7635412 3.1730853 2.7679569 2.3808659
## 144 2.6248332 5.5099797 2.6046760 3.8388872 2.7793822 3.6920099 1.9634082
## 145 2.4669531 3.3391481 3.7441194 3.9331246 3.1355180 4.6079861 3.6446033
## 146 1.9736512 3.8897036 2.9938742 3.3030119 2.4074913 3.6874105 2.4971066
## 147 3.3065576 5.9724415 3.7791548 4.5832597 3.6261672 4.7502903 2.8804271
## 148 3.2034559 5.3615114 2.8203509 4.0273483 2.9118250 3.8280566 1.5865956
## 149 3.4273908 4.3459624 3.2778139 3.6540755 2.6474827 3.6691656 1.9490303
## 150 3.0145486 3.6062739 3.6453284 4.1893887 3.2910113 4.5212866 3.3403351
## 151 3.2563880 3.4172456 3.9662337 4.6641252 3.9395741 4.8518280 4.1950720
## 152 3.6657119 3.0587499 4.1487164 4.3516378 3.6509220 4.7817468 3.9368678
## 153 3.6305182 3.1751628 3.7295741 4.2028877 3.6983267 4.1902602 3.9587366
## 154 4.6278471 4.5523523 4.4236702 4.2883205 3.4868921 4.3958897 2.9890758
## 155 3.8315974 3.0934784 4.5946999 3.4285301 3.2451549 3.8342514 3.5923494
## 156 3.7678056 5.3264713 3.1402226 4.2082969 3.0789033 4.0122396 1.6830750
## 157 3.9610776 5.0028241 3.5060490 4.1478610 3.0069992 4.2392586 2.0694487
## 158 3.7718056 4.9723445 3.2896252 3.9257401 3.3443625 2.8399476 2.2370021
## 159 6.9065849 6.0035703 5.8775517 6.1088856 5.4856065 5.8139720 4.9920215
## 160 6.1390907 5.4403152 5.2710047 5.2428127 4.6721579 5.0228030 4.1838114
## 161 3.3126383 4.6501977 2.8053146 3.4281502 2.4395039 3.3929918 1.4159027
## 162 2.1812990 4.4835940 3.2932482 3.5667060 2.8663460 3.0450799 2.5200743
## 163 2.3075767 4.5101187 2.8144574 3.2983465 2.7207435 2.4522835 2.0963212
## 164 1.6988109 3.8561023 3.2614783 3.4496286 2.6789680 3.7290908 2.8546580
## 165 3.3203466 4.2077874 3.6882799 3.5986691 2.7364299 3.6171477 2.2212037
## 166 2.9363668 5.1128281 2.9422181 3.6593786 2.6463176 3.4722836 1.4140582
## 167 3.4124915 3.9716319 3.5187669 4.1310332 3.2497931 3.8544384 2.8542627
## 168 3.2026933 4.1954482 3.5901176 3.5051641 2.5941203 3.7032011 2.1680165
## 169 3.3040481 3.8526884 3.3427930 3.8616416 3.0930628 3.4692226 2.7584278
## 170 3.2496083 4.9294888 3.0058651 4.8509306 3.8256493 4.5703343 3.3830001
## 171 1.6083543 3.7776321 3.1401978 2.9514184 2.3827456 3.3046268 2.5655615
## 172 3.5082174 4.2661930 4.0445215 3.4767945 2.8683851 3.5800457 2.4201959
## 173 3.8200749 4.4891565 3.9320628 3.9358665 3.0184585 3.8271350 2.3806828
## 174 3.5219075 5.8261100 3.2927549 4.6827428 3.4834687 4.4580731 2.2871356
## 175 2.8186502 4.2270277 2.8094438 3.7294936 2.6889235 3.5741706 2.1119246
## 176 3.3279450 3.7565065 4.0403551 4.4749178 3.5200261 4.7853573 3.5241330
## 177 3.5506811 3.2688791 4.2799642 4.0619588 3.4335271 4.1247589 3.5136851
## 178 4.1747780 5.5347889 3.3261080 4.6008811 3.5487490 3.8841823 2.0385222
## 85 86 87 88 89 90 91
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## 86 2.0616867
## 87 2.4030717 1.3705787
## 88 3.0531476 2.3883829 1.4138765
## 89 2.5211541 1.8100213 1.0157707 1.4380479
## 90 2.8344463 2.2861623 1.5733978 1.9109372 0.9266310
## 91 2.6693805 1.7399696 1.1456420 2.2174124 1.0044800 1.1196468
## 92 2.3559509 1.7912165 0.7074722 1.6873863 0.8467316 1.3246130 0.8699018
## 93 2.9645538 2.2784851 1.5638088 2.5778332 1.4233302 1.4913838 0.7069371
## 94 2.0084204 2.2217654 2.7825015 3.1872742 2.3908183 2.4712162 2.6473157
## 95 1.5178920 1.4508359 2.3143509 2.8729185 2.3785268 2.7541035 2.6064942
## 96 3.7354899 4.3582589 4.9658547 5.4043816 5.5260431 6.1463143 5.7020389
## 97 4.0083416 3.7793193 4.3162230 4.3794145 4.6966591 5.4824340 5.1290517
## 98 1.9805901 1.5918974 2.2330121 3.3368803 2.3074572 2.2572842 1.8309596
## 99 1.5349694 2.5922316 2.9002538 3.7303779 2.8443739 2.7735451 2.6551926
## 100 1.8760922 2.6165392 2.5650646 2.9746318 2.1276117 1.8325125 2.2776762
## 101 2.4174348 1.4355941 2.6226817 3.6442582 2.7928908 3.0378529 2.4987018
## 102 2.5825515 1.2756068 2.2125403 3.3438784 2.3901187 2.6787735 1.9673334
## 103 2.0757625 2.0823557 2.3361469 2.4256467 1.8373312 2.3177663 2.4784741
## 104 1.8566695 1.6043637 2.0640724 3.1105851 2.0581983 2.1118571 1.6917274
## 105 2.0510048 1.4628019 2.0014959 2.8171708 1.6953674 1.7776866 1.5981920
## 106 2.7922550 2.3725205 1.7270193 1.9593725 0.7507267 0.8766146 1.2953735
## 107 2.0833943 1.6025881 1.8295559 2.7795133 1.5307069 1.5213388 1.2086615
## 108 2.1944587 1.8144842 1.3084908 2.2187698 0.9058112 1.2940674 0.7884539
## 109 1.3033421 2.1585697 2.5075165 3.4699722 2.5301158 2.5370225 2.2616607
## 110 1.1699969 2.5492925 2.4359115 2.6032509 2.3647818 2.5701342 2.7978478
## 111 3.2854882 5.0352449 5.5691911 6.0334321 5.4185963 5.4874553 5.5325394
## 112 2.1302374 1.9857679 2.5014309 2.9303733 2.0649796 2.3151357 2.3648647
## 113 3.8633193 2.8039528 2.0071582 1.4711393 1.9434908 2.6234390 2.5827058
## 114 2.1738779 1.8855068 0.9104975 1.7800226 1.5026673 1.7828513 1.4985611
## 115 2.4154241 2.0394742 1.3022458 1.4113468 0.5143140 0.8095518 1.3348243
## 116 2.9452775 2.5329857 1.6254003 1.9936419 2.0241472 1.7815967 1.9749900
## 117 1.7309004 1.4246426 1.9925854 2.8214891 1.9603703 2.1094869 1.8942828
## 118 1.5155754 1.2525218 1.7468269 2.2807753 2.0409161 2.6403376 2.3739776
## 119 3.8136132 3.0152627 3.4980203 4.2509481 3.0132455 3.1419242 2.7798781
## 120 2.5233567 2.4302629 2.9686252 3.4454167 2.4880337 2.5800648 2.6489618
## 121 1.3245855 2.4044845 2.6337562 2.8566455 2.2687182 2.5012248 2.7367792
## 122 4.1447835 5.1129795 4.5161693 3.7307070 4.3622393 4.6902258 5.1434663
## 123 3.6172599 3.8927626 3.7257329 3.0360661 3.0961534 3.5042119 4.0073645
## 124 4.5151410 5.0616978 5.4447603 5.4599380 4.6958401 4.7231826 5.1092015
## 125 3.6715799 4.9868923 5.2358825 5.2458925 4.6501526 4.5723243 5.0597845
## 126 1.9270576 2.1365927 2.2557973 2.6867500 1.6811154 1.6600553 1.9532506
## 127 1.5905078 2.7333221 2.6158121 3.1633565 2.2258033 2.1790088 2.3238165
## 128 3.2006618 3.5411997 2.4839418 1.8104425 2.2203941 2.5059448 2.9381253
## 129 1.4150913 2.2328932 1.8821033 2.2295729 1.5738760 1.7168336 1.9656986
## 130 3.3193920 3.2212413 3.2446457 3.2407073 2.3851085 2.5342724 2.9077339
## 131 3.5738159 2.9852872 3.7355814 4.5623924 4.2217336 4.9673545 4.1626373
## 132 3.0585025 2.5617202 3.1849983 3.8671247 3.2084681 3.9525220 3.3169358
## 133 2.6253593 2.3666943 2.6461471 3.3805572 2.7324642 3.5135038 2.8378091
## 134 3.1736235 2.9096290 3.5890733 4.1044069 3.5528170 4.2778889 3.7832131
## 135 3.4217274 3.0027529 2.6326413 3.8245987 2.7848532 2.9847764 2.0582777
## 136 3.4078754 2.8342694 2.6246396 3.7198158 2.6143431 3.0401548 2.0907047
## 137 3.8556519 3.1305092 3.0364803 3.2657741 2.4662080 3.0797407 2.8129696
## 138 3.9131270 3.7665756 3.3772518 3.1618498 2.6313234 3.1856686 3.2890569
## 139 3.6941920 2.9417401 2.9064463 3.6764193 2.4260244 2.8184460 2.2073242
## 140 3.0885143 2.5423481 2.0114887 2.1464494 1.6701213 2.5270606 2.2282311
## 141 3.4976017 2.5965723 2.2419692 2.5246757 1.8816433 2.6771252 2.2558004
## 142 3.4140860 2.4586532 2.7516110 3.4964554 2.4420075 3.0450562 2.3931759
## 143 3.9691404 3.0168117 2.6749304 2.6842038 2.2913303 3.0656556 2.7788255
## 144 3.8814584 3.3239942 3.5175704 3.7942794 2.8199566 3.2582427 3.1206333
## 145 3.2023354 3.1840383 3.9048917 4.6601676 3.8743289 4.5341493 3.9046824
## 146 2.9589316 2.6310922 3.1094669 3.8384893 2.8751175 3.5108120 2.9243537
## 147 4.6947363 4.1603115 4.4776364 4.9498135 3.8782896 4.2307521 3.9343690
## 148 3.6641997 3.6163787 3.6192936 4.0214184 2.9361603 3.3750505 3.1475791
## 149 2.9945418 3.2901297 3.2939658 4.0590878 2.9313634 3.3943195 2.8616221
## 150 3.1240701 3.4927121 3.9004143 4.5641956 3.7938311 4.4806910 3.9027064
## 151 3.3649654 3.8277988 4.2073971 4.6495502 4.2715278 5.0629573 4.5493777
## 152 2.9752169 3.7690481 4.1101341 4.8449895 4.1867512 4.8348989 4.2251536
## 153 2.6638476 3.5877690 3.6092380 4.0114859 3.7871010 4.5072859 4.0761218
## 154 3.5772197 4.1228354 4.0485092 4.9570808 3.8551074 4.1531937 3.5539390
## 155 3.0721503 3.1998293 3.2040032 4.3816962 3.5310434 3.9749998 3.0565089
## 156 3.6139936 3.8913354 3.8100273 4.2993841 3.1742782 3.5499409 3.2905017
## 157 3.5051210 3.8853642 3.9532727 4.6492084 3.4341244 3.7500818 3.3626359
## 158 3.4167196 3.5260017 2.7775148 3.0111327 2.5047873 3.1103361 2.8105167
## 159 4.9218875 6.0835079 5.6990689 6.2154487 5.5792897 5.7501373 5.5092103
## 160 4.2611568 5.2789279 4.8813293 5.5290776 4.7630611 4.9039060 4.5901365
## 161 2.8537450 3.2083529 3.0979351 3.7416293 2.5680250 2.9463506 2.5973083
## 162 3.6687946 2.6773243 2.6938571 3.2028663 2.5382809 3.3336218 2.7097490
## 163 3.2451865 2.5766039 2.1721570 2.5081419 1.9484316 2.8012857 2.3220320
## 164 3.2644684 2.6126769 3.1277200 3.8269071 3.0086064 3.7275491 3.0768500
## 165 3.2668783 3.1645730 3.1953640 4.1102313 2.9761149 3.4759758 2.7383812
## 166 3.5618060 3.2510954 3.2337206 3.7916456 2.6209775 3.0733086 2.6867778
## 167 3.1307063 3.4478008 3.4166472 3.9701168 3.2970101 4.0115589 3.4682983
## 168 3.1940864 3.1107743 3.2548678 4.1894352 2.9905256 3.4499117 2.7356654
## 169 2.8884108 3.2047061 3.0447579 3.5676196 2.9857265 3.7163917 3.1935378
## 170 3.7326804 4.0499915 4.2133481 4.2292503 3.8505275 4.5973282 4.4177149
## 171 2.9741442 2.2956866 2.6698608 3.4935242 2.5842450 3.2500157 2.5422786
## 172 3.4292355 3.2138592 3.1481100 4.1998160 3.0226483 3.4239435 2.5746093
## 173 3.5309438 3.5285836 3.4956274 4.3616571 3.2478913 3.6930473 3.0171367
## 174 4.3365872 4.1421510 4.2719822 4.5965333 3.5939764 4.0556144 3.8356229
## 175 2.9177802 3.0915657 3.1622054 3.6778581 2.8091205 3.4871796 3.0461618
## 176 3.5127902 3.7439496 4.1848309 4.9131889 4.0829483 4.7578554 4.1139928
## 177 3.2583417 3.4043530 3.5305681 4.4006280 3.6896827 4.3672994 3.5770798
## 178 3.8595667 4.1680558 3.8148785 4.0759486 3.2460020 3.7303552 3.5312649
## 92 93 94 95 96 97 98
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## 93 1.0694141
## 94 2.7932194 3.1771203
## 95 2.5524597 3.1663310 1.2621443
## 96 5.2385622 5.9481358 5.1641003 4.0749908
## 97 4.7224608 5.5349362 4.5024600 3.4677765 2.9000587
## 98 2.2222479 2.2363336 1.9191794 1.8495956 5.0657484 5.0082624
## 99 2.6746297 2.7851555 2.3761435 2.4499855 4.8266917 5.3896388 1.6396109
## 100 2.2975318 2.5467130 1.7650235 2.3205927 5.5381942 5.4717621 1.9173702
## 101 2.8458521 3.0134893 1.9893324 1.5178548 4.6821044 4.2136854 1.3495012
## 102 2.3949382 2.4601639 2.2171553 1.8232837 4.9795961 4.3438359 1.3710625
## 103 2.3646541 2.9512211 1.2912024 1.4673415 4.8911854 3.8503656 2.5310735
## 104 2.0006407 2.1505662 1.6393129 1.6155088 5.0522741 4.7317000 0.7837706
## 105 1.9878312 2.1350101 1.2286805 1.5004860 5.2583410 4.6894613 1.0753137
## 106 1.3707436 1.5777379 2.3331336 2.6799033 6.0443085 5.1748113 2.5029950
## 107 1.6686188 1.6809680 1.6207376 1.8596373 5.4175450 4.9573054 0.9945230
## 108 0.8150186 0.9818987 2.3455765 2.3574444 5.3610324 4.8458254 1.8777002
## 109 2.3232822 2.5309377 1.9093566 1.8862953 4.7271394 4.9335381 1.1448143
## 110 2.3301624 3.0469565 2.3222366 2.1417668 4.2939800 4.4503581 2.6001270
## 111 5.4100184 5.7789422 3.6532645 3.8707813 5.0726100 5.8408077 4.3167332
## 112 2.5189641 2.9013991 0.6358402 1.2501722 5.1550181 4.2397903 1.9839506
## 113 2.2167712 2.7647180 3.9290887 3.5887833 5.7659997 4.4539593 3.9692834
## 114 0.8533552 1.6572920 3.0573587 2.6195692 4.8559527 4.6885649 2.3174849
## 115 1.1076365 1.7094936 2.2711358 2.3839971 5.5740437 4.8426056 2.3777838
## 116 1.6958376 2.2093466 3.4345549 3.1887591 5.6979445 5.5000735 2.7025449
## 117 2.0703582 2.4647518 1.2051511 1.0724004 4.8490429 4.3123838 1.1542508
## 118 2.0592506 2.8751524 1.9790192 0.9550936 3.7630007 3.0290619 2.2066726
## 119 3.3843504 3.0861450 2.5815846 3.0811078 6.5720384 5.5166772 2.7135068
## 120 2.9329946 3.1612937 0.7544998 1.6878576 5.5912368 4.7029469 2.0968839
## 121 2.5347666 3.1180993 1.2335905 1.5173361 4.6272432 4.2698479 2.3280569
## 122 4.4196176 5.2142307 5.0311697 4.8573186 5.5068486 5.4255579 5.6595578
## 123 3.7038398 4.3717950 2.9349906 3.2448945 5.8832420 4.4073398 4.4481531
## 124 5.2728747 5.4504791 3.0401061 4.0657939 7.2006358 6.2289828 4.6889807
## 125 5.0125896 5.3547485 2.9405401 3.8268388 6.4602183 6.2191017 4.4011483
## 126 2.0843750 2.4032793 0.9522610 1.6993342 5.4402486 4.8528615 1.7592062
## 127 2.2032063 2.4257457 2.0714978 2.4503068 5.2353660 5.3100776 2.0861313
## 128 2.2234821 2.9509911 3.7981199 3.7276067 5.7244492 5.1853160 4.0335789
## 129 1.6026173 2.2500482 1.8878701 1.9848329 4.9369094 4.6604974 2.1339538
## 130 3.0682525 3.2714312 1.9205760 2.7723514 6.3831229 5.1449101 3.2321012
## 131 4.0055318 4.4095594 4.2392346 3.2322745 3.2138461 2.5708474 3.9083016
## 132 3.2742924 3.5967792 3.0676378 2.5186230 4.2905202 3.0502797 3.2919281
## 133 2.6284503 3.0138701 3.0689388 2.4926650 4.1567839 3.2319419 3.0807066
## 134 3.7034692 4.1199169 3.0378308 2.5259695 4.2105610 2.7759061 3.6127288
## 135 2.2141420 1.5357000 4.1022080 3.9122241 5.8562281 5.8825338 2.8029154
## 136 2.2585363 1.7231915 3.8408279 3.6615450 5.7071442 5.3651053 2.9102978
## 137 2.9129787 3.0097338 3.1743823 3.3130604 6.1764245 4.5927756 3.7048444
## 138 3.1253307 3.3996535 3.4095298 3.7008726 6.3648670 4.8983060 4.2693391
## 139 2.6029950 2.1445386 3.2892776 3.4763925 6.3124660 5.3907121 3.0299023
## 140 1.8698923 2.3058990 3.2400781 3.0194836 5.2786573 4.1255401 3.4085961
## 141 2.1601817 2.3600349 3.3560970 3.1895972 5.6477168 4.3112346 3.4584767
## 142 2.6689249 2.5534296 2.9992655 2.9321055 5.6114296 4.4806600 2.9335399
## 143 2.6692423 2.9194470 3.6893138 3.5384896 5.9265784 4.3234485 3.9823138
## 144 3.3723149 3.3529686 2.8437808 3.2737185 6.3868523 4.9704020 3.5999944
## 145 3.8936558 4.1102184 3.3264386 2.9121337 4.2560759 3.5079361 3.5493478
## 146 3.0107674 3.1239124 2.7356508 2.5848875 4.9444876 3.9421864 2.9778814
## 147 4.3030569 4.1106632 3.6017947 4.0612487 7.0437428 5.6288766 4.1993615
## 148 3.2680254 3.1646401 3.1343948 3.5485222 6.2658264 5.2446673 3.6670918
## 149 2.8533933 2.6738721 3.3446917 3.4322249 5.4467243 5.1475857 3.1813473
## 150 3.7435571 3.9617285 3.5987656 3.2784272 4.3203168 3.8325970 3.8144751
## 151 4.1871834 4.6616038 4.1584722 3.5494418 3.4554662 2.9458507 4.4944275
## 152 3.9332776 4.2146969 4.0438990 3.5614537 3.7030686 3.9621341 3.9915711
## 153 3.5006698 4.0944296 4.0740527 3.4262856 3.1667292 3.3933829 4.1610827
## 154 3.5347761 3.1564209 4.3596043 4.3960453 5.8098991 6.1283337 3.7230846
## 155 2.9241309 2.7925448 4.2509861 3.7730303 4.6665652 5.0950696 3.1583860
## 156 3.3452772 3.1545748 3.4508468 3.8500159 6.2613505 5.6164207 3.7554052
## 157 3.4837358 3.1823778 3.5202274 3.8735763 6.1085324 5.7881835 3.5388901
## 158 2.3214738 2.5056765 4.1063274 3.9752552 5.6081534 5.0881871 3.9889809
## 159 5.1687987 5.0434609 6.2509356 6.2478485 6.5934754 7.6601042 5.7271029
## 160 4.3189453 4.1006395 5.5068267 5.5242729 6.3108603 7.1895534 4.8491498
## 161 2.6109770 2.4869884 2.9111101 3.2010825 5.7046093 5.2120263 3.0097306
## 162 2.6871319 2.7764979 3.6654083 3.3456968 5.3557860 4.1168839 3.5912988
## 163 2.0501789 2.3605167 3.4240629 3.1403723 5.2543851 4.0881722 3.4583026
## 164 3.1388747 3.2974726 3.0916228 2.7534473 4.8527674 3.6310302 3.2511070
## 165 2.8113113 2.4978870 3.6493713 3.5880163 5.4853865 5.1613736 3.1698270
## 166 2.8893060 2.6768756 3.1025710 3.4110060 6.1857663 5.1949460 3.3292537
## 167 3.1436712 3.3246140 3.9562878 3.6442177 4.5872925 4.3129254 3.8974151
## 168 2.8863757 2.5711630 3.4092635 3.4225169 5.5252112 5.1507719 3.0023903
## 169 2.7748785 3.0485394 3.8439978 3.4713884 4.4416323 4.1918795 3.7290547
## 170 4.1168878 4.5653858 3.7901419 3.6536592 4.9203654 3.6686803 4.7073982
## 171 2.6348056 2.7781793 2.8207534 2.5104995 4.9549654 3.8384552 2.8127359
## 172 2.7305361 2.2536626 3.8369160 3.7657386 5.7459842 5.4866052 3.0771745
## 173 3.0702863 2.6793483 4.0082933 3.9908204 5.7149114 5.5621014 3.4739756
## 174 3.9959556 3.8698945 3.6711691 4.0767176 6.6385806 5.4597457 4.2959262
## 175 2.8845214 3.0369623 3.1773622 3.1012153 4.9727982 4.2667680 3.4415584
## 176 4.0162807 4.1096602 3.9869328 3.6839703 4.5600876 4.1979870 4.0344228
## 177 3.3265409 3.3980086 4.3270018 3.8100448 4.2585278 4.3854399 3.7956207
## 178 3.3392209 3.2718507 4.1259025 4.3205576 6.1840073 5.6330865 4.3321583
## 99 100 101 102 103 104 105
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## 100 1.4466128
## 101 2.6735771 2.9106572
## 102 2.8242363 2.9415837 0.7533557
## 103 2.8346730 2.1479576 2.4924970 2.4933192
## 104 1.9557795 1.9253747 1.3910306 1.2493381 2.1822001
## 105 2.0777499 1.7072492 1.4629444 1.3734783 1.6299370 0.9499610
## 106 2.9417773 2.0082019 3.0712509 2.6753090 1.8766772 2.1861635 1.7703613
## 107 1.9692072 1.6260994 1.7382991 1.4722758 1.9322516 0.7910944 0.5606990
## 108 2.3240766 1.9412376 2.5368310 2.1018767 2.0234739 1.6134849 1.4934845
## 109 1.1735777 1.6208467 2.0389860 2.1117877 2.4903913 1.0375730 1.6112000
## 110 1.8632107 1.5928387 3.2447812 3.3320627 2.1157796 2.5237516 2.4447566
## 111 3.5044458 3.8734440 4.5414845 4.9757207 4.2853231 4.1747435 4.4228651
## 112 2.6337516 2.0362990 1.8781512 1.9415155 0.9513667 1.5831340 1.0842089
## 113 4.4574353 3.8751890 4.0660767 3.6485071 2.9341373 3.7884506 3.3604021
## 114 2.5417247 2.3676026 3.0295034 2.7111583 2.7402063 2.2333090 2.3603699
## 115 2.6949505 1.7944081 2.9812219 2.6797664 1.7625689 2.1623277 1.7603018
## 116 3.0349033 2.5765680 3.5436867 3.2707865 3.3564969 2.7136300 2.8058591
## 117 2.1808679 1.9140257 1.3359428 1.3458066 1.7347215 0.6570217 0.8691305
## 118 2.7205703 2.5937539 2.0008069 2.0193033 1.5911654 1.8946133 1.8887100
## 119 3.7657683 3.4552490 2.4414221 2.1469273 2.8074961 2.4455304 2.1085317
## 120 2.8120427 2.2137497 1.9929526 2.0872014 1.5073490 1.6933969 1.2949347
## 121 2.0334984 1.4558494 2.6827848 2.8328510 1.1867599 2.0740126 1.8081751
## 122 4.8593484 4.3564038 6.1465085 6.1232885 4.2317597 5.5007772 5.2622109
## 123 4.4593540 3.4764996 4.4343992 4.4018165 1.9903477 4.0405815 3.5202236
## 124 4.6708360 3.9416164 4.6379613 4.8262471 3.2984853 4.3818824 3.9211379
## 125 3.7907582 3.1747032 4.7362812 5.0173959 3.3885243 4.1557365 3.9480499
## 126 2.0834284 1.1538574 2.3010784 2.2595193 1.2866694 1.4367216 0.9976154
## 127 1.3011122 0.9214858 3.0326148 2.9951640 2.2209016 1.9599728 1.9535277
## 128 3.7444181 2.9875188 4.6702157 4.3910774 3.0074578 3.7740728 3.5964550
## 129 1.9192310 1.1933848 2.8661913 2.7605648 1.7121941 1.8278495 1.7984875
## 130 3.6169889 2.6270082 3.3183841 3.1800110 1.5721784 2.8232647 2.2152443
## 131 4.5277771 5.0393936 3.0778070 3.0426163 3.8673678 3.7261742 3.9070418
## 132 3.9345485 4.0569052 2.5526750 2.3987118 2.5459831 2.9167440 2.8576804
## 133 3.5458653 3.6767607 2.7028127 2.4213849 2.4403028 2.6608689 2.7291052
## 134 4.1673581 4.2186741 2.7965009 2.7884367 2.5264903 3.2092608 3.1083518
## 135 3.1245115 3.5043341 3.4724399 2.9382580 3.9414435 2.8039722 3.0661178
## 136 3.3694170 3.6140025 3.2471502 2.6764442 3.4987819 2.7771079 2.8717590
## 137 4.3820076 3.8357933 3.4696301 3.0312317 2.3713272 3.2520606 2.8393897
## 138 4.4947953 3.7279406 4.3128192 3.9704512 2.3950159 3.8035883 3.3585979
## 139 3.7006071 3.4945632 3.1182466 2.5782580 2.8973440 2.7792941 2.4919676
## 140 3.7387459 3.3162608 3.4908575 3.0622726 2.1852672 3.0753173 2.7436258
## 141 4.0383985 3.6305615 3.3899967 2.8910890 2.4034124 3.1328028 2.7514971
## 142 3.7285573 3.6051754 2.6167633 2.1584525 2.4850044 2.6667559 2.3232762
## 143 4.5773915 4.0751169 3.8120551 3.3455191 2.6451016 3.6488501 3.1980506
## 144 4.1860130 3.6428214 3.3554947 3.0793216 2.2764013 3.2500684 2.6715491
## 145 3.9387648 4.2801105 2.8727242 2.8710562 3.0187408 3.2359234 3.2496126
## 146 3.5353164 3.5673719 2.5292006 2.2919103 2.2946653 2.5884363 2.4475133
## 147 4.9115690 4.5367860 3.8113491 3.5303820 3.3550567 3.8111399 3.4430266
## 148 3.8936303 3.5164542 3.7035172 3.3919830 2.5770752 3.2796444 2.9237268
## 149 3.0739050 3.2534039 3.4670390 3.1649215 2.9348478 2.9327619 2.8765279
## 150 3.8408297 4.1735014 3.4933237 3.3997141 3.0889981 3.4848139 3.4988258
## 151 4.4147155 4.7510452 4.0751686 4.0625936 3.4635962 4.1831780 4.1922709
## 152 3.7190891 4.3243188 3.8524031 3.8158399 3.6431085 3.7271717 3.9352605
## 153 3.7428475 4.1198240 4.1674244 4.1059698 3.3878183 3.8846481 4.0208664
## 154 3.2663507 3.8328542 4.2722779 3.9939782 4.1494412 3.6440129 3.7870619
## 155 3.2034696 3.9637886 3.4849292 3.1472474 4.0617077 3.0649662 3.5091648
## 156 3.6774877 3.4722560 4.0107349 3.7142116 2.9795991 3.4280598 3.1910071
## 157 3.3617159 3.4533668 3.8518470 3.6066384 3.2638350 3.3134098 3.1785995
## 158 3.8160731 3.6029974 4.4301159 4.0013231 3.2253611 3.7116124 3.5866464
## 159 4.5364148 5.1075293 6.5713204 6.4097613 5.9512121 5.7606255 5.8915980
## 160 3.8056960 4.3737372 5.7288854 5.5145767 5.2679850 4.8672162 5.0434451
## 161 2.9674788 2.8326437 3.3757608 3.0607163 2.5335071 2.6432071 2.5553500
## 162 4.1799890 4.0633428 3.3235342 2.8756999 2.7956517 3.3693564 3.0120029
## 163 3.8785291 3.5904020 3.4430558 2.9746356 2.4366378 3.1278774 2.8517987
## 164 3.9282673 3.9734846 2.6358149 2.3634059 2.5308302 2.9044982 2.7289254
## 165 3.3098632 3.5977197 3.3708218 2.9751483 3.2446391 2.9836295 2.9642078
## 166 3.7332945 3.4285631 3.3776183 2.9707644 2.5887795 2.9669867 2.6495019
## 167 3.6679151 3.9369256 3.9699586 3.7263101 3.1867547 3.6763878 3.5886752
## 168 3.2195725 3.4882381 3.1491702 2.7817934 3.1080018 2.7854233 2.7736128
## 169 3.4879848 3.7128772 3.8803405 3.6147713 3.0346765 3.5073348 3.4405702
## 170 4.6363930 4.4354170 4.4013417 4.3274310 2.8004185 4.3355200 4.0003233
## 171 3.6175951 3.6054710 2.3376029 1.9278016 2.3821361 2.3611484 2.3458586
## 172 3.3695296 3.6897052 3.3791151 2.8939958 3.5693658 2.8811535 3.0267648
## 173 3.4055530 3.7510058 3.7989257 3.4336424 3.5905937 3.3828413 3.3103615
## 174 4.5537137 4.2092213 4.1628143 3.8993568 3.0765097 3.9765612 3.5122482
## 175 3.4468797 3.4453085 3.4245733 3.1756109 2.4255558 3.1162962 2.9104742
## 176 4.0508624 4.4853440 3.7185431 3.6075311 3.4990330 3.7933892 3.7685082
## 177 3.7044527 4.3102056 3.8078057 3.5539596 3.7840539 3.6610197 3.7814125
## 178 4.0161612 3.8107883 4.6900150 4.3630595 3.3432497 4.0815609 3.7923096
## 106 107 108 109 110 111 112
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## 107 1.5675311
## 108 1.0639955 1.1290420
## 109 2.6331866 1.4433663 1.9653787
## 110 2.5867814 2.4517608 2.3105722 2.0430846
## 111 5.3454052 4.5428178 5.0015487 3.4444691 3.7367012
## 112 2.0188465 1.4719556 2.0475200 2.0751900 2.4807849 4.0586947
## 113 2.3989553 3.3371662 2.6026801 4.2691322 3.5644191 6.9035159 3.5073060
## 114 2.0678632 2.0852442 1.4992104 2.3094218 2.0725121 5.3266609 2.9171862
## 115 0.7674659 1.6292872 1.1389717 2.4883924 2.0601511 5.2162107 2.0536123
## 116 2.4542415 2.5447151 2.2784331 2.8502797 2.6343577 5.8357161 3.4148726
## 117 2.1393848 1.0204484 1.7722741 1.3398376 2.3244444 4.0976586 1.1467318
## 118 2.5143368 2.0657527 2.1004308 2.1560952 2.0106371 4.3764823 1.7697233
## 119 2.7722769 2.2038110 2.7359799 3.2095944 4.3267483 5.4184378 2.1959234
## 120 2.3115992 1.6381549 2.3860558 2.2059776 2.9246871 3.9989877 0.6209964
## 121 2.2785719 1.9945852 2.1923099 1.8652155 1.2852419 3.3351652 1.4091401
## 122 4.5218197 5.2642372 4.6532887 5.1457572 3.1752950 5.8762950 5.0373361
## 123 2.9495459 3.7404067 3.5303755 4.2335148 3.1809308 5.1510681 2.7307093
## 124 4.2524836 4.2031432 4.6523758 4.4787348 4.5588810 4.2401602 3.1323552
## 125 4.3070691 4.1275782 4.5211842 3.7875906 3.5316976 2.7093800 3.3195373
## 126 1.5025308 1.0978092 1.5866636 1.6873416 1.9957182 4.0256146 0.9721948
## 127 2.0986012 1.7597864 1.7568719 1.4264189 1.5012738 3.6040435 2.2044282
## 128 2.3577177 3.4205540 2.5822435 3.7223483 2.3988459 5.7907223 3.6374528
## 129 1.6435185 1.6588811 1.4473693 1.6443347 1.1309363 4.0295749 1.8965438
## 130 1.9151713 2.3909523 2.5308657 3.2598528 3.2634404 4.8676190 1.6006742
## 131 4.6856225 4.0285902 3.9681889 3.9970010 4.4419528 5.6647977 3.8971090
## 132 3.4319542 3.0171470 2.9581709 3.3433153 3.7920386 5.0504837 2.5811915
## 133 2.9941589 2.7387302 2.3951550 2.9625808 3.2864973 4.9505933 2.5995056
## 134 3.7350344 3.3468502 3.3782639 3.5770247 3.8818231 4.8181268 2.5982555
## 135 2.9519642 2.6211147 2.0742242 2.9336155 3.7965242 5.9923456 3.8358586
## 136 2.7359685 2.5351768 1.9437556 3.0775067 3.8458850 5.9340202 3.4508400
## 137 2.3112112 2.8774796 2.5204734 3.8860013 4.0527312 6.0088711 2.5635333
## 138 2.3289365 3.3662451 2.7979833 4.1725660 3.7646610 5.8686743 2.9219806
## 139 2.2573193 2.3309376 2.0191415 3.3447454 4.0320003 5.9204224 2.7953188
## 140 1.8883293 2.6752300 1.8229337 3.4541483 3.0512118 5.8444073 2.7387891
## 141 2.0359547 2.7074583 2.0115082 3.6836192 3.5931539 6.1856874 2.7887190
## 142 2.4859329 2.3535933 2.1808382 3.3003603 3.8754242 5.7157123 2.4400274
## 143 2.4155135 3.2154812 2.5759278 4.2310021 3.9916352 6.5894508 3.1080955
## 144 2.5330783 2.8238531 2.7873744 3.8237460 4.0961782 5.6326413 2.3157147
## 145 4.0078655 3.4045663 3.4544798 3.4414719 4.0476538 4.5912592 2.9601722
## 146 2.9077825 2.5390131 2.4841869 3.0039038 3.6123265 4.8355362 2.2337864
## 147 3.5556450 3.5473893 3.6645617 4.4142791 5.1200519 5.9806697 3.1189385
## 148 2.5804343 2.8990568 2.6113035 3.5935872 3.8877386 5.2566484 2.6806564
## 149 2.8084072 2.6960362 2.2444529 2.9227130 3.3909379 4.8200112 3.0134976
## 150 3.8760091 3.5460535 3.3093716 3.4940577 3.8004502 4.5551159 3.2437389
## 151 4.5024741 4.2961320 3.9674489 4.1224974 3.9361005 4.8433616 3.8387513
## 152 4.3530648 3.9101573 3.6194185 3.4624691 3.7021265 4.2812023 3.8100520
## 153 4.0799230 3.9923455 3.4580242 3.5777152 3.0229299 4.5656632 3.8566543
## 154 3.7732531 3.4918863 3.0442332 3.3555068 3.9718607 5.1255470 4.1588457
## 155 3.7897731 3.2043411 2.7753132 2.9202639 3.7618915 5.3083519 4.0088730
## 156 2.8173418 3.0682260 2.6751571 3.5196331 3.8130640 5.0748601 3.0970237
## 157 3.1447057 3.0304410 2.7736621 3.2858948 3.8512472 4.8158979 3.2440255
## 158 2.5632857 3.3395604 2.2809516 3.7423779 3.2547753 5.9510930 3.7335275
## 159 5.5449680 5.5909003 4.9788552 5.0892052 4.7950141 5.9843293 6.2262416
## 160 4.7177974 4.6977518 4.0959097 4.2598201 4.2322796 5.6086845 5.4550693
## 161 2.2933860 2.3576307 1.9359103 2.6955793 3.1432642 4.6221730 2.5793381
## 162 2.7698343 3.0256120 2.4794866 3.8870425 3.9512273 6.2879065 3.1073251
## 163 2.1781836 2.7743940 1.9622632 3.5486529 3.3552165 5.9776355 2.8910047
## 164 3.1517168 2.8506257 2.7345363 3.4046044 3.9034487 5.3278308 2.5531818
## 165 2.9631880 2.7559080 2.2800518 3.1139245 3.7455105 5.3480118 3.2676199
## 166 2.3316700 2.5665942 2.2405100 3.3840205 3.8516985 5.4553419 2.6093739
## 167 3.4294997 3.5058309 2.8476756 3.6059046 3.4368860 5.2222286 3.5954199
## 168 2.9277017 2.5921633 2.2763332 2.9515180 3.7415686 5.1172593 3.0335161
## 169 3.1804380 3.3302887 2.5794536 3.4250835 3.1160763 5.2246192 3.4933405
## 170 3.8562245 4.1654988 3.7814104 4.4312173 3.8869392 5.1649482 3.4024990
## 171 2.7178033 2.3653695 2.2401463 2.9395056 3.6406290 5.1800119 2.2745470
## 172 3.0162432 2.7151082 2.2547497 3.0595951 3.9562007 5.5625220 3.4700536
## 173 3.2152344 3.0878382 2.5610819 3.4064338 3.9014071 5.5554884 3.6720228
## 174 3.2724143 3.5764011 3.3622971 4.3317635 4.5565050 5.7689410 3.2133204
## 175 2.7902266 2.8896220 2.3976406 3.2239574 3.2556304 4.8862604 2.7529912
## 176 4.1669276 3.8037192 3.5600406 3.8097272 4.1831171 4.9337208 3.6305166
## 177 3.9444507 3.6507297 3.1083043 3.5758370 3.8309480 5.4103452 3.9948962
## 178 3.0230015 3.6427064 2.8983442 4.0717992 3.7830608 5.6967172 3.7739890
## 113 114 115 116 117 118 119
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## 114 2.5759711
## 115 2.1668557 1.5601772
## 116 3.0641847 1.2354496 1.9335639
## 117 3.5844118 2.2771053 2.0154424 2.7213134
## 118 2.9575069 2.0694073 2.1246099 2.8335914 1.4665562
## 119 4.2579572 4.0545638 3.2536525 4.5538653 2.5458515 3.4392996
## 120 4.0167080 3.3620829 2.4750635 3.7705164 1.3832819 2.3147667 1.9386915
## 121 3.6701149 2.6519751 2.0264381 3.2221133 1.7379520 1.7952573 3.3928273
## 122 4.3002278 4.1867869 4.0441478 4.5761743 5.2248448 4.4002610 6.8104973
## 123 3.4219868 4.0603570 2.8976957 4.5123273 3.5791198 3.1666860 4.2556481
## 124 5.8820474 5.7292281 4.5250223 6.1210036 4.1232233 4.6561136 3.7390171
## 125 6.0656763 5.1852497 4.3302855 5.4944617 3.9259666 4.3703917 4.7113741
## 126 3.4405318 2.4443746 1.5098221 2.8290711 1.2245452 2.0368706 2.5511050
## 127 3.9213915 2.3162443 1.9919063 2.8714379 2.0754548 2.5614521 3.4744208
## 128 2.5033929 2.2324114 1.9824152 2.6095690 3.6284578 3.1583445 5.0008149
## 129 3.1847726 1.6826151 1.3059940 2.2491457 1.7025858 1.8461114 3.5213958
## 130 3.5415604 3.6857417 2.3144121 4.1029563 2.5640617 3.0194443 2.3400454
## 131 4.4298006 4.0918712 4.5374406 5.0949868 3.6440891 2.8665444 4.3494861
## 132 3.7003427 3.6908387 3.5093993 4.6960008 2.7838319 2.3250278 2.8734239
## 133 3.2883407 3.0171752 3.0351258 4.1176639 2.6107049 2.0439127 3.1155426
## 134 4.0341050 4.0831537 3.7859736 5.0440787 2.9688775 2.4444674 3.1355810
## 135 3.7903736 2.5123738 3.0813942 3.2899104 3.2894760 3.5901217 3.6472198
## 136 3.4382954 2.7859938 2.9856072 3.7221903 3.1594502 3.3346832 3.0524078
## 137 2.8196379 3.6832332 2.7678481 4.4289382 3.1348509 3.1125503 2.3214480
## 138 2.8739184 3.8116342 2.7183990 4.5222364 3.6255153 3.4355622 3.3446953
## 139 3.2920721 3.3760313 2.7776787 4.1444946 2.9906530 3.3763791 1.8688041
## 140 1.6606208 2.4773165 1.9547862 3.4032063 2.9668836 2.4487963 3.3550031
## 141 1.8234600 2.8664030 2.2628408 3.7149298 3.0564873 2.7264116 2.9438130
## 142 3.0718888 3.3583338 2.8208594 4.2182603 2.7150090 2.8176482 1.8467111
## 143 1.7790096 3.3461652 2.6296155 4.1170365 3.4989001 3.0778540 3.2526817
## 144 3.4892529 4.1111569 3.0115062 4.7972977 3.1324050 3.3710749 1.8414320
## 145 4.5633053 4.2614322 4.1137436 5.3058195 3.1924171 2.9122257 3.1328840
## 146 3.6887256 3.5666529 3.1532523 4.5434679 2.5761600 2.5407253 2.1830030
## 147 4.6396886 5.0580028 4.1171708 5.7513987 3.8075215 4.2504523 1.7856127
## 148 3.7851359 3.9858571 3.0956360 4.8235205 3.3174382 3.5352412 2.3511077
## 149 3.9346099 3.3733080 3.1065257 4.4024958 3.1737443 3.2893995 2.9797423
## 150 4.4258473 4.1079637 3.9913135 5.2466810 3.4978915 3.1070989 3.5692826
## 151 4.5120869 4.3783046 4.4338751 5.5402698 4.0575149 3.1918288 4.6176384
## 152 4.8725628 4.0860215 4.3375491 5.2606416 3.8027210 3.3013820 4.4106795
## 153 4.1429659 3.4746353 3.8626115 4.6341042 3.8163078 2.8704464 5.0063190
## 154 4.8926648 3.8545828 3.9915030 4.8394941 4.0478177 4.2414917 4.0454251
## 155 4.4143612 3.0156704 3.7951272 4.0752016 3.4661203 3.3966048 4.1449541
## 156 4.1281960 3.9879170 3.2866177 4.8785341 3.5748736 3.8046884 2.8845329
## 157 4.5418693 4.0444258 3.5513598 4.9601618 3.5659673 3.9037279 2.9232222
## 158 2.6985034 2.7462661 2.6481438 3.7369273 3.7970571 3.3931590 4.2567843
## 159 6.3383613 5.1132965 5.5065072 5.8980897 6.0712549 5.9742866 6.7706295
## 160 5.6748107 4.3216620 4.7303469 5.1133246 5.2309717 5.2627870 5.8763842
## 161 3.7787302 3.2058159 2.6907488 4.1200533 2.8380883 3.1131078 2.6781474
## 162 2.3926167 3.2917125 2.9300741 4.2519462 3.3396280 2.9299780 3.0173363
## 163 1.8996916 2.6695363 2.3000180 3.6497474 3.0708636 2.5725859 3.2588322
## 164 3.5072647 3.6783346 3.3419703 4.6664059 2.8446945 2.5963923 2.4504403
## 165 3.8284703 3.3446495 3.2525800 4.3898694 3.2821229 3.3795443 2.9391699
## 166 3.4993475 3.6425304 2.8659741 4.4818159 3.0734306 3.3463873 2.0465275
## 167 3.6456250 3.4801113 3.4788327 4.6696651 3.7517017 3.2229593 4.0307001
## 168 3.9854084 3.4427888 3.2573304 4.4483069 3.0881965 3.3128944 2.6016380
## 169 3.3033711 3.0588322 3.1579997 4.2550344 3.5677047 2.9584036 4.1014499
## 170 3.9536632 4.5352950 3.9315378 5.5485788 4.0987252 3.4178925 4.1669810
## 171 3.3538836 3.2043546 2.9458488 4.1482744 2.3666603 2.3092150 2.1975120
## 172 3.9927188 3.2550850 3.3358569 4.2284404 3.2852615 3.5405188 2.9729799
## 173 4.0253857 3.5558759 3.4812886 4.5833846 3.7008201 3.7853575 3.3575276
## 174 4.1609703 4.7148799 3.7629047 5.5510556 3.9701090 4.1118040 2.6293973
## 175 3.4383897 3.4049538 2.9923498 4.4893505 3.1349084 2.8534791 3.0855087
## 176 4.6395701 4.3946295 4.3057101 5.5485712 3.8673986 3.5332381 3.6912450
## 177 4.1148155 3.5374640 3.9456808 4.7497442 3.8530411 3.3781127 4.2338458
## 178 3.7046086 3.8864360 3.3258517 4.8363786 4.1808003 4.0403376 3.9371712
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## 121 1.7950847
## 122 5.5329970 3.9149438
## 123 3.0695674 2.5361046 3.6564519
## 124 2.8376099 3.3745400 6.1963941 3.3178785
## 125 3.1823369 2.7233480 5.1585255 3.5287505 2.1949803
## 126 1.1934155 1.1834973 4.6596672 2.8751406 3.3780361 3.1691203
## 127 2.4120039 1.4487547 4.2092980 3.5345775 4.0311318 3.2109857 1.4319789
## 128 4.1043045 2.9802358 2.5717696 3.1044064 5.5422243 4.9316362 3.0950052
## 129 2.2829491 1.2007695 3.7683565 2.9740122 4.2195632 3.5231155 1.2257595
## 130 1.6106654 2.2337093 5.0557719 2.1398281 2.4976612 3.2731368 1.7117910
## 131 4.2457526 4.2240195 6.3585856 5.2489040 6.3045175 6.4234581 4.4327712
## 132 2.8732896 3.1592158 5.7739854 3.8553983 4.6682059 5.1355052 3.2094157
## 133 2.9710713 2.8915362 5.1942334 3.7409021 4.9012291 5.0704787 2.9670686
## 134 2.8670461 3.1323321 5.7529177 3.6342117 4.3613384 4.8721571 3.3363011
## 135 4.0492119 3.9593400 5.9563606 5.4623170 6.2649438 6.1053726 3.4601355
## 136 3.6748271 3.7541923 5.9020841 4.9538179 5.7534109 5.8878428 3.2822879
## 137 2.7715984 3.3322144 5.5616050 3.0476285 4.1531439 5.0443273 2.8866073
## 138 3.1910990 3.1621539 4.5933416 2.2177222 3.9049671 4.5529052 2.9864223
## 139 2.9017536 3.4886333 6.0434782 4.1717559 4.6379257 5.2920654 2.8186821
## 140 3.2080013 2.8812254 4.2587852 2.9456950 4.9274580 5.1555094 2.7310210
## 141 3.1825469 3.2554505 4.9690685 3.2685473 4.9553232 5.4553478 2.9096917
## 142 2.6456584 3.2498700 5.9111046 3.8633268 4.5247776 5.2384113 2.7762632
## 143 3.4988260 3.6118681 5.0657943 3.1768496 5.0580863 5.7065989 3.3092133
## 144 2.3739406 3.1664556 5.8197079 3.0475699 3.3337140 4.4934204 2.7014761
## 145 3.1398484 3.3662688 6.1136646 4.3166654 4.5615179 4.9726965 3.5465595
## 146 2.4243567 2.8622751 5.7218862 3.6679589 4.1000712 4.6585895 2.7209084
## 147 2.9631235 4.1067765 7.0148235 4.1470065 3.6125679 5.0400948 3.5772714
## 148 2.7548852 3.1088075 5.5295874 3.3208108 3.5481947 4.3269778 2.7895111
## 149 3.1944724 3.0236898 5.2946193 4.1271594 4.5238628 4.6391539 2.8991039
## 150 3.4884171 3.2942744 5.5279144 4.1522050 4.6636133 4.8629776 3.5960718
## 151 4.2100421 3.6526961 5.1323627 4.2178216 5.3277991 5.3250556 4.2370840
## 152 4.0921174 3.5209917 5.3750887 4.7409949 5.3749638 5.1148229 3.9986110
## 153 4.3070759 3.2329044 4.0510082 4.1530801 5.6814625 5.1428612 3.9196050
## 154 4.3016904 3.9368476 5.8210068 5.3804975 5.6002429 5.3761447 3.8500321
## 155 4.2658072 3.9331544 5.8959933 5.5898685 6.3564405 6.0286595 3.8577383
## 156 3.1795630 3.2147027 5.4143904 3.7536567 3.8903682 4.3349763 2.9989726
## 157 3.2849621 3.3149933 5.7383027 4.3219392 4.1380090 4.4238960 3.1155824
## 158 4.1391027 3.4390840 4.0339324 3.8032356 5.5800411 5.4512531 3.4172174
## 159 6.4718837 5.3636491 5.3908714 6.6727415 7.3229263 6.3780439 5.6573882
## 160 5.6765887 4.7290343 5.3194129 6.1780181 6.7771689 5.9471230 4.8695488
## 161 2.7151131 2.6356971 5.0915857 3.6356611 4.0037556 4.1331935 2.3878130
## 162 3.4856721 3.6049998 5.4344257 3.8450310 5.2484811 5.8236241 3.3660696
## 163 3.3298593 3.1473370 4.6594807 3.3129708 5.1090642 5.4222523 2.9636617
## 164 2.8054320 3.2364203 5.8712698 3.8388974 4.5487109 5.1799870 3.1085167
## 165 3.4633882 3.4555712 5.7068213 4.5747384 5.0767556 5.2899716 3.2095908
## 166 2.7074599 3.1617930 5.6718017 3.6009326 3.9749105 4.6827717 2.6930724
## 167 3.9705816 3.3526759 4.6911214 4.0953610 5.2652354 5.2508783 3.6165252
## 168 3.1703138 3.3202530 5.8564284 4.4989049 4.7689611 5.0491468 3.0296341
## 169 3.9160822 3.1713326 4.3358531 3.9517609 5.3684557 5.2346152 3.4451278
## 170 3.7480116 3.3074343 4.6111797 2.8315586 4.1575625 4.5994187 3.7879488
## 171 2.5060127 3.0132063 5.7920007 3.8246078 4.5675806 5.0487666 2.7271345
## 172 3.6200167 3.7338651 6.0561398 4.9872157 5.4511334 5.6014242 3.3386258
## 173 3.8735883 3.7217585 5.7065626 4.8395263 5.3241556 5.4740848 3.5160901
## 174 3.2620726 3.7240648 6.0100090 3.6151221 3.6290131 4.7464758 3.4606627
## 175 3.0602219 2.7867813 4.8411464 3.3982061 4.2900262 4.5578118 2.8846997
## 176 3.8544715 3.7221482 5.8885156 4.6020662 4.9854698 5.2720876 3.9568793
## 177 4.3398292 3.8627775 5.4471513 5.0302204 6.0118770 5.9140647 4.0428421
## 178 4.0358461 3.5622684 4.6676666 3.7831353 4.7586058 4.9461939 3.5525440
## 127 128 129 130 131 132 133
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## 128 2.8599622
## 129 1.0620724 2.1862646
## 130 2.7437993 3.5931145 2.5424314
## 131 4.7076193 5.3586674 4.3651492 4.9860866
## 132 3.7160740 4.5392711 3.4294561 3.3056810 1.8880253
## 133 3.2141950 3.8288978 2.8844730 3.2881272 2.0714812 0.9597720
## 134 3.9114177 4.7506148 3.6054722 3.2956001 2.1517776 0.7136595 1.4596160
## 135 3.0802081 3.9367969 3.1999713 4.3498506 4.1991264 3.7337844 3.0884726
## 136 3.1519701 3.9405971 3.2012495 3.8255376 3.6726642 2.9343160 2.3678553
## 137 3.6469544 3.8180151 3.2986427 2.0883075 4.0013636 2.3193919 2.2906387
## 138 3.4797197 3.1183863 3.1223602 1.9832485 4.8049579 3.1593097 2.8989704
## 139 3.2206540 4.0887410 3.2366556 2.6903256 4.0640298 2.6610310 2.4639226
## 140 3.0398936 2.4793504 2.5182251 2.7174123 3.6846818 2.5343737 1.9898726
## 141 3.4184647 3.1244951 2.9637172 2.6997761 3.6505995 2.3946930 2.0462188
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## 143 3.9197874 3.3464859 3.4079312 2.8357689 3.9261471 2.6586182 2.4447180
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## 145 3.8286519 5.0974668 3.7922818 3.6818495 2.1680151 1.0329373 1.5441656
## 146 3.1776524 4.3105651 3.0871821 2.6901570 2.7494471 1.0136615 1.2065196
## 147 4.3484058 5.4348130 4.3721635 2.5904272 4.6848409 2.9134269 3.2715638
## 148 3.1097334 4.0287122 3.2077894 2.0784926 4.4138656 2.6569748 2.5343492
## 149 2.5681646 3.8486115 2.8903417 3.1273226 3.8583993 2.6131574 2.1336434
## 150 3.5477425 4.6205412 3.5903615 3.7095054 2.6895587 1.6129129 1.5113044
## 151 4.1688988 4.6979546 4.0004639 4.4074846 2.4607879 2.0601805 1.9426533
## 152 3.5928731 4.6935438 3.6969457 4.4854489 2.7704547 2.4119367 2.0298732
## 153 3.4552839 3.6803591 3.2480028 4.4960841 3.0434635 2.8600496 2.2225044
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## 155 3.3148323 4.3831085 3.4474681 4.7951108 3.2198689 3.1721804 2.4898136
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## 157 2.8173838 4.3717367 3.3247377 3.0954850 4.5427139 3.1416420 2.8478302
## 158 3.0423844 2.3576632 2.8342567 3.6184725 4.4199986 3.4837397 2.6919902
## 159 4.3566617 5.0097988 4.9465525 6.3784795 6.6627262 6.2117848 5.4871973
## 160 3.6085725 4.4767547 4.2114876 5.6545790 6.0208371 5.5026451 4.7610062
## 161 2.1937692 3.5068249 2.4666144 2.5040392 4.1667071 2.7255419 2.2526267
## 162 3.7913035 3.8358021 3.4742752 3.2435987 3.1174584 2.0139642 1.8445543
## 163 3.2671610 2.9063493 2.8132402 2.9444986 3.4097276 2.2846297 1.7516428
## 164 3.6399189 4.4695136 3.4292730 3.0375605 2.3918001 0.7002858 1.1465967
## 165 2.9905139 4.1069019 3.2196549 3.5050211 3.5832721 2.5271079 2.0621306
## 166 3.0486772 3.9563545 3.1029640 2.2348735 4.1446036 2.4817626 2.3055756
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## 169 3.0524384 3.2709650 2.9794126 3.7927321 3.2970793 2.5572920 1.8401831
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## 171 3.2712807 4.1488288 3.0088196 2.8577587 2.5336507 1.0351361 1.0091731
## 172 3.1037291 4.2457118 3.3209335 3.7852968 3.7409962 2.8480283 2.3269039
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## 175 2.8638156 3.6175450 2.8696484 2.8309905 3.3746637 1.9506787 1.5531922
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## 178 3.2057825 3.4435038 3.3816774 3.2945126 4.8856510 3.5556720 3.0503479
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## 136 3.5830967 1.0649350
## 137 2.5762006 3.7104411 2.8441827
## 138 3.2540690 4.2249357 3.5015468 1.4350329
## 139 3.1728465 2.4582883 1.6089356 1.6601867 2.5586495
## 140 2.9029404 3.0309540 2.4001398 1.7127838 1.7673146 2.1603152
## 141 2.8253732 3.0496310 2.2775055 1.2494050 1.8362185 1.7302693 0.7466138
## 142 2.2860230 2.9001624 1.9866779 1.3897804 2.5436244 1.0427885 1.9529448
## 143 2.9973449 3.6593163 2.8724801 1.2715200 1.7587678 2.1774920 1.1069608
## 144 2.6895144 4.0559988 3.2204490 1.1147563 1.8279647 1.7825752 2.4110903
## 145 1.0931267 4.0111503 3.2422030 2.9681583 3.6607044 3.0420276 3.2405705
## 146 1.3959867 3.2928052 2.4380468 1.8305235 2.6623892 1.8760078 2.3028776
## 147 3.0248650 4.5142397 3.6310202 1.9321511 2.8194086 2.1952618 3.4721427
## 148 2.8656383 3.5621628 2.7358487 1.5494207 1.7283412 1.6173998 2.3221645
## 149 3.0151068 2.4750137 1.8051175 2.5999462 2.8008237 1.8430230 2.4050405
## 150 1.7529689 3.7584201 2.9952554 2.9615073 3.3011564 2.9806061 2.9218889
## 151 1.9836355 4.5318328 3.8563977 3.6504748 3.7904273 4.0022456 3.2487974
## 152 2.5642040 3.7772560 3.2732932 3.9132442 4.0992760 3.7424671 3.4633765
## 153 2.9656812 3.9678607 3.6063201 4.0175155 3.8713433 4.1563695 3.0168292
## 154 4.2234692 2.3408890 2.1550827 3.9817942 4.1134041 2.8915978 3.5349380
## 155 3.7374910 1.7094361 1.7665102 4.0635541 4.5440654 3.1395997 3.3430227
## 156 3.3190294 3.3039483 2.5918463 2.3079791 2.2314480 1.9152575 2.5991908
## 157 3.4456978 3.0513120 2.4334651 2.8623281 2.9846507 2.0677582 3.0344281
## 158 3.8888539 2.7267526 2.3384117 2.8508380 2.4731239 2.7115356 1.5774216
## 159 6.5355792 4.4197485 4.6811432 6.3515409 5.9088117 5.5567444 5.3438921
## 160 5.8831952 3.4294010 3.7454017 5.5854824 5.2815009 4.6744485 4.6419566
## 161 3.0483318 2.6650549 2.0776293 2.2918474 2.3523475 1.7517210 2.2635297
## 162 2.5325186 3.0803237 2.1752331 1.6626443 2.4780687 1.7893493 1.4065115
## 163 2.7315955 2.8833900 2.1402531 1.6207749 1.9647957 1.9572198 0.4871314
## 164 1.2384004 3.4522696 2.5491182 1.8339503 2.8195238 2.0497647 2.2665089
## 165 3.0684543 2.0440289 1.2138979 2.6231511 3.1152910 1.5835060 2.4106871
## 166 2.8356907 3.0359461 2.1743210 1.3657042 1.9374101 0.9757996 2.0836196
## 167 2.8244095 3.0847685 2.4140781 2.9697900 2.9820537 2.7692069 2.2048671
## 168 2.8955101 2.2187731 1.4110460 2.5280416 3.0976875 1.4791170 2.5444194
## 169 2.9297906 2.8972214 2.3279287 2.9792276 2.9327573 2.8100809 1.9428119
## 170 2.2631277 4.9044991 4.0929176 2.7065004 2.3726847 3.5683538 2.6729073
## 171 1.5961614 2.9914447 2.1768389 1.7599625 2.7703892 1.8023656 2.1163969
## 172 3.4426516 1.5314573 0.8021486 2.8985127 3.4927148 1.6559545 2.7001485
## 173 3.5696693 2.1143745 1.4524930 3.0338970 3.3696151 1.9230454 2.6809891
## 174 3.0487975 4.2195257 3.3102395 1.8100375 2.0617116 2.0565807 2.8162341
## 175 2.2423928 3.1465233 2.3370427 2.0642388 2.1871162 2.0632729 1.8382130
## 176 2.1362402 3.7480830 2.9492389 3.1779921 3.5975333 2.9879651 3.1603478
## 177 3.0279013 2.7086929 2.1737253 3.5897222 3.9436261 3.0479516 2.8534509
## 178 3.8469978 3.3992526 2.7735756 2.7422599 2.2381316 2.5271124 2.3117090
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## 142 1.4635469
## 143 0.6389201 1.8435888
## 144 2.0411504 1.5622000 2.1086238
## 145 3.1618744 2.3126361 3.4663420 2.9374664
## 146 2.1181884 1.2015285 2.4807166 1.8601375 1.2576888
## 147 3.0086356 2.1029434 3.0954660 1.3482441 3.0458741 2.1938659
## 148 2.1729948 1.7972370 2.4307135 1.2694183 2.7810594 1.7484023 1.7751847
## 149 2.4918488 2.0757592 3.0019202 2.6096635 2.5244596 1.8280958 3.0388531
## 150 3.0077169 2.4878273 3.3438450 3.0299193 1.1068841 1.4947091 3.2934663
## 151 3.4834277 3.3568912 3.7003151 3.8786335 1.8326868 2.4675699 4.3308171
## 152 3.7151718 3.3612061 4.1221657 4.0605551 1.9122273 2.4507119 4.3818098
## 153 3.5188582 3.7548861 3.8572196 4.3740856 2.8568677 3.0647071 5.0643538
## 154 3.6862344 3.3031145 4.2352702 3.9995250 3.5219387 3.1217078 4.2827228
## 155 3.4862614 3.1746654 4.0789821 4.4093306 3.1788464 2.9899148 4.7533560
## 156 2.6101570 2.3000919 2.9662210 2.1133061 3.0085779 2.1462492 2.4996285
## 157 3.0432723 2.4589219 3.4848428 2.5828326 2.9018294 2.2206746 2.8070772
## 158 2.0723598 2.9316222 2.4445945 3.4154627 3.8798369 3.0953957 4.2902662
## 159 5.7999478 5.9475725 6.2681754 6.4218932 5.9707031 5.7301019 6.9943850
## 160 5.0464351 5.1237846 5.5630689 5.6808165 5.3202681 4.9709660 6.2192034
## 161 2.3757615 2.0871912 2.8665273 2.2793242 2.7613199 1.8627675 2.7896785
## 162 0.9573718 1.2105235 1.2078860 2.2215389 2.7077850 1.8680999 2.9937486
## 163 0.5797712 1.6825521 1.0358734 2.3826094 3.0018263 2.0814296 3.3172171
## 164 1.9849586 1.1448821 2.2665366 2.0428564 1.3169832 0.6511151 2.3965562
## 165 2.3555746 1.8179647 2.8951210 2.7608910 2.5401758 1.8411943 3.1066517
## 166 1.8198665 1.3041551 2.1785830 1.3106731 2.7254230 1.5643436 1.8062168
## 167 2.4911359 2.5704295 2.8736427 3.2427515 2.4774223 2.2102151 3.8770955
## 168 2.4442659 1.6883407 2.9770673 2.5558488 2.3358640 1.6016576 2.8058266
## 169 2.3409207 2.6271949 2.7506430 3.3462422 2.7074446 2.3554612 4.0907418
## 170 2.8765007 3.0384018 2.8702788 2.7660467 2.5441079 2.4165757 3.4630311
## 171 1.8665572 1.1102091 2.2723185 2.1315297 1.6850182 0.7789173 2.4820992
## 172 2.6049447 2.0693339 3.1832785 3.1352585 2.9255039 2.2127621 3.3624869
## 173 2.6785976 2.2716109 3.1931323 3.1018573 3.0022387 2.3759255 3.4894733
## 174 2.5493219 2.0740354 2.6392991 1.2659887 2.9700217 2.1067069 1.5478559
## 175 1.9765712 1.8214126 2.3539583 2.1944237 2.0369489 1.3700961 2.8553775
## 176 3.1737424 2.5389861 3.5087007 3.1865097 1.3271497 1.7288171 3.3648672
## 177 3.0203334 2.8115756 3.4838072 3.9049062 2.4551663 2.4685337 4.3436171
## 178 2.5409885 2.8525306 2.8231309 2.8474736 3.6403613 2.8750944 3.5540501
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## 149 1.6381070
## 150 2.4614835 1.9040883
## 151 3.4831787 2.9840557 1.3368253
## 152 3.3739438 2.3345646 1.1774406 1.3978931
## 153 3.7978920 2.9060469 2.1619773 1.5944752 1.5664647
## 154 2.9877325 1.4612403 2.8365757 3.7853124 2.7250826 3.3852393
## 155 3.7665874 2.3320682 2.8366679 3.4303659 2.4565184 2.8848454 2.0459580
## 156 0.8872968 1.1450243 2.4351627 3.5086882 3.1213870 3.6061980 2.2723853
## 157 1.5048812 0.8939981 2.3553464 3.5406397 2.8854958 3.6121837 1.6960804
## 158 2.7264745 2.1651215 3.1615425 3.5244733 3.3404309 2.8276329 2.7538794
## 159 5.3763750 4.0637992 5.0679002 5.4290371 4.4787520 4.3829274 3.0369720
## 160 4.6557566 3.2807679 4.4913686 5.0170123 3.9892819 4.0039168 2.1949011
## 161 1.2881734 0.7883638 2.2531734 3.2945343 2.7599274 3.1502154 1.9875817
## 162 2.3431810 2.4186481 2.6314747 3.1071356 3.3832674 3.4088693 3.5478543
## 163 2.2687264 2.2733375 2.7096196 3.0909881 3.2936431 2.9961499 3.4000950
## 164 2.1538594 2.2596996 1.7017383 2.4262523 2.6503073 3.1566084 3.5024733
## 165 1.9918946 0.7684702 2.0780627 3.1297311 2.5030540 3.1215154 1.5358510
## 166 0.6538765 1.4894001 2.5001391 3.5528013 3.3710147 3.8023473 2.8115854
## 167 2.4960616 1.5234981 1.5864136 1.9999742 1.7676464 1.8610931 2.2314706
## 168 1.8108394 0.7511631 1.9880672 3.1501845 2.5102771 3.2504488 1.6798262
## 169 2.6616336 1.6859266 1.8986851 2.1595904 1.9543702 1.6884252 2.3509545
## 170 2.5093786 2.8964366 2.0484001 1.9771288 2.7983349 2.6992666 4.1085707
## 171 2.1474838 2.1415078 1.9817274 2.7673389 2.7493705 3.1786866 3.3365527
## 172 2.4246545 1.3004785 2.5838600 3.6189439 2.8737716 3.4842095 1.6080530
## 173 2.2686165 0.9704479 2.4352165 3.4183474 2.7414599 3.3067055 1.2388803
## 174 0.9095833 2.2555681 2.7389253 3.6993780 3.7792246 4.2869267 3.5292556
## 175 1.4767370 1.1242059 1.3762779 2.2120071 2.1197124 2.4168280 2.4536597
## 176 2.5976366 1.9213555 0.6400085 1.6408319 1.3794271 2.5013087 2.6931915
## 177 3.2484681 1.9535030 1.8214162 2.2194789 1.5899457 2.0625205 2.1496278
## 178 1.8576896 1.6431719 2.8284160 3.5152818 3.2868907 3.3108270 2.4050426
## 155 156 157 158 159 160 161
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## 156 3.4338841
## 157 3.0545558 0.8185652
## 158 2.9735602 2.4817397 2.8057281
## 159 4.1098754 4.5716885 4.2424349 4.0104011
## 160 3.2602182 3.8697916 3.5044471 3.3681520 1.0502607
## 161 2.7692306 0.9084794 1.0301580 2.1790492 4.3654252 3.5597315
## 162 3.2646574 2.7310714 3.0010548 2.4408407 5.8239398 5.0994743 2.5751765
## 163 3.1226681 2.5543902 2.9415834 1.6647201 5.3924465 4.6690450 2.2426245
## 164 3.1384700 2.6154805 2.7299416 3.2247056 6.0779650 5.3346085 2.3792471
## 165 1.9816692 1.6882179 1.4206178 2.2656169 4.3224059 3.4903879 1.3673241
## 166 3.3798858 1.1388663 1.5565857 2.5637307 5.3716945 4.5735597 1.2247583
## 167 2.4601046 2.2163881 2.2339646 1.8766597 4.0333150 3.4882745 2.0253468
## 168 2.1424878 1.5720719 1.2450943 2.5593550 4.5564765 3.7131216 1.2321628
## 169 2.3518781 2.4100941 2.4722245 1.5507328 3.9654524 3.3966430 2.0794801
## 170 4.4165726 2.7631719 3.1776334 3.1863302 5.7430649 5.3356440 2.9048923
## 171 2.8058323 2.5634553 2.6717772 3.0317151 5.9451433 5.1241432 2.1208696
## 172 1.7016706 2.1395365 1.8428482 2.4959234 4.4387744 3.5133735 1.6810422
## 173 2.1523081 1.7971546 1.4451594 2.2652988 3.9109926 3.1132625 1.6329990
## 174 4.3879361 1.4927196 1.9978391 3.3190451 5.8958216 5.2495679 2.1152586
## 175 2.8402837 1.4550531 1.6770822 2.0685356 4.6653739 4.0144067 1.3123358
## 176 2.8276699 2.5033225 2.3151274 3.3093588 5.0059583 4.4483091 2.4399487
## 177 1.6157998 2.9653141 2.7228049 2.5632540 4.1394225 3.5224632 2.5946230
## 178 3.5486643 1.3701123 1.7953016 1.6468872 3.9659746 3.4188744 1.7008907
## 162 163 164 165 166 167 168
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## 162
## 163 1.0202631
## 164 1.5453762 1.9703906
## 165 2.1091768 2.1587627 2.1106808
## 166 1.9610475 1.9565003 1.9093204 1.6165358
## 167 2.2134588 2.0396492 2.3273285 1.6363301 2.4350059
## 168 2.2202754 2.3082828 1.9617914 0.4385412 1.4452676 1.8721928
## 169 2.1850010 1.8325513 2.4534784 1.7789529 2.5526653 0.5104148 2.0416020
## 170 2.7903243 2.6744676 2.4725770 3.2590432 2.8400614 2.2672697 3.2405286
## 171 1.7136006 1.8505556 0.7740294 1.9815656 1.7907669 2.4674147 1.8090495
## 172 2.4532531 2.4398632 2.4634991 0.7388809 1.9511405 2.2110634 0.8534023
## 173 2.4209326 2.4681285 2.6290012 0.6212706 1.9618776 1.7013295 0.9434537
## 174 2.5212760 2.7173404 2.3625177 2.5000751 1.2858746 2.8746569 2.3363766
## 175 1.8590284 1.7111491 1.6618338 1.4496661 1.4936019 1.1170638 1.4576170
## 176 2.6473708 2.8956630 1.8580585 1.9629470 2.5922798 1.5884282 1.9107552
## 177 2.5546449 2.5795013 2.4939467 1.6911925 3.0109189 1.2033174 1.9414318
## 178 2.6918197 2.3334503 3.1549871 2.0387067 1.9912301 1.8210820 2.2145001
## 169 170 171 172 173 174 175
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## 162
## 163
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## 166
## 167
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## 169
## 170 2.4341893
## 171 2.4904556 2.8811122
## 172 2.2584265 3.8831853 2.1389526
## 173 1.8591927 3.4940507 2.5710831 1.0622153
## 174 3.1297305 2.5133064 2.6027577 3.0076122 2.6974562
## 175 1.3048707 1.8413598 1.7834095 2.0703261 1.7463124 1.9378021
## 176 1.9972323 2.3493270 2.2344588 2.5078750 2.2288616 2.7484307 1.5612080
## 177 1.3003104 3.2217154 2.5495498 2.0002073 1.7982232 3.6468797 1.9598430
## 178 1.9109144 2.6997717 3.1811056 2.5482349 1.8857132 2.2318196 1.6485850
## 176 177
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## 177 1.6664825
## 178 2.8456588 2.8139049
hclut_pca_wine <- hclust(dist_pca_wine,method = "complete")
plot(hclut_pca_wine)
plot(hclut_pca_wine, hang = -1)
rect.hclust(hclut_pca_wine,plot(hclut_pca_wine,hang = -1),k=4,border = "red")
pca_group_wine <- cutree(hclut_pca_wine,k=4)
pca_wine_final <- cbind(wine_data,pca_group_wine)
pca_wine_final
## Alcohol Malic Ash Alcalinity Magnesium Phenols Flavanoids
## 1: 14.23 1.71 2.43 15.6 127 2.80 3.06
## 2: 13.20 1.78 2.14 11.2 100 2.65 2.76
## 3: 13.16 2.36 2.67 18.6 101 2.80 3.24
## 4: 14.37 1.95 2.50 16.8 113 3.85 3.49
## 5: 13.24 2.59 2.87 21.0 118 2.80 2.69
## ---
## 174: 13.71 5.65 2.45 20.5 95 1.68 0.61
## 175: 13.40 3.91 2.48 23.0 102 1.80 0.75
## 176: 13.27 4.28 2.26 20.0 120 1.59 0.69
## 177: 13.17 2.59 2.37 20.0 120 1.65 0.68
## 178: 14.13 4.10 2.74 24.5 96 2.05 0.76
## Nonflavanoids Proanthocyanins Color Hue Dilution Proline
## 1: 0.28 2.29 5.64 1.04 3.92 1065
## 2: 0.26 1.28 4.38 1.05 3.40 1050
## 3: 0.30 2.81 5.68 1.03 3.17 1185
## 4: 0.24 2.18 7.80 0.86 3.45 1480
## 5: 0.39 1.82 4.32 1.04 2.93 735
## ---
## 174: 0.52 1.06 7.70 0.64 1.74 740
## 175: 0.43 1.41 7.30 0.70 1.56 750
## 176: 0.43 1.35 10.20 0.59 1.56 835
## 177: 0.53 1.46 9.30 0.60 1.62 840
## 178: 0.56 1.35 9.20 0.61 1.60 560
## pca_group_wine
## 1: 1
## 2: 1
## 3: 1
## 4: 1
## 5: 1
## ---
## 174: 1
## 175: 1
## 176: 1
## 177: 1
## 178: 1
aggregate(pca_wine_final, by=list(pca_wine_final$pca_group_wine), FUN = mean)
## Group.1 Alcohol Malic Ash Alcalinity Magnesium Phenols
## 1 1 13.05918 2.382468 2.376392 19.39241 98.65823 2.258291
## 2 2 12.86833 1.875000 2.861667 26.58333 110.16667 2.773333
## 3 3 12.43750 2.510000 2.035000 18.23750 89.00000 2.967500
## 4 4 12.34167 1.351667 2.053333 16.78333 132.16667 1.890000
## Flavanoids Nonflavanoids Proanthocyanins Color Hue Dilution
## 1 1.987975 0.3682911 1.516646 5.12538 0.9563038 2.598924
## 2 2.550000 0.4633333 2.083333 6.78000 0.9133333 2.761667
## 3 2.950000 0.2500000 2.448750 4.05625 0.9487500 3.037500
## 4 1.368333 0.2400000 1.910000 2.90000 1.0433333 2.230000
## Proline pca_group_wine
## 1 761.8671 1
## 2 671.0000 2
## 3 545.7500 3
## 4 696.6667 4
