place<- places <- read.table("C:/Users/USER/Desktop/Leo/Second Sem(4th year)/Multivariate Analysis/Activity/2/Raw/places.txt", quote="\"", comment.char="")
place
## V1 V2 V3 V4 V5 V6 V7 V8 V9 V10
## 1 521 6200 237 923 4031 2757 996 1405 7633 1
## 2 575 8138 1656 886 4883 2438 5564 2632 4350 2
## 3 468 7339 618 970 2531 2560 237 859 5250 3
## 4 476 7908 1431 610 6883 3399 4655 1617 5864 4
## 5 659 8393 1853 1483 6558 3026 4496 2612 5727 5
## 6 520 5819 640 727 2444 2972 334 1018 5254 6
## 7 559 8288 621 514 2881 3144 2333 1117 5097 7
## 8 537 6487 965 706 4975 2945 1487 1280 5795 8
## 9 561 6191 432 399 4246 2778 256 1210 4230 9
## 10 609 6546 669 1073 4902 2852 1235 1109 6241 10
## 11 885 16047 2025 983 3954 2843 5632 3156 6220 11
## 12 195 12175 601 1223 5091 2414 2346 3000 7668 12
## 13 530 5704 580 878 2865 2469 430 838 3370 13
## 14 591 5725 820 975 2707 2772 169 613 4262 14
## 15 546 11014 2508 1067 3433 3346 7559 2288 4579 15
## 16 560 5530 598 1125 3051 2189 268 1165 4730 16
## 17 396 7877 833 525 3298 2844 1166 2315 5275 17
## 18 694 6722 1204 566 5086 2990 1391 1542 5196 18
## 19 601 6691 605 933 1866 2646 3546 1001 5193 19
## 20 696 8316 3195 1308 8409 3057 7559 1362 6315 20
## 21 615 11074 637 1878 3556 2929 621 2711 8107 21
## 22 534 6292 1798 872 2523 2915 1047 913 5431 22
## 23 474 10384 1203 821 3943 2208 3857 1800 5097 23
## 24 435 8831 782 1049 3670 3063 5355 1063 7439 24
## 25 560 8068 420 1561 3725 2564 1222 1568 6056 25
## 26 567 9148 3562 1730 7405 3471 9788 2925 5503 26
## 27 451 7277 780 651 5613 2934 1995 2148 5172 27
## 28 427 8083 342 1565 3329 2635 4237 1413 6308 28
## 29 527 6342 900 1031 4652 2483 354 1648 4008 29
## 30 423 6288 616 1313 2782 2745 1795 1813 6019 30
## 31 586 7866 861 310 2960 2535 1284 1480 3119 31
## 32 772 8329 240 825 3776 2778 1302 3200 4247 32
## 33 566 6761 570 1190 2989 2545 79 1477 3635 33
## 34 559 14607 2661 857 3511 3653 9304 1918 6016 34
## 35 452 8315 479 810 6285 3008 778 2046 5913 35
## 36 584 6458 441 810 2516 2592 679 2106 5801 36
## 37 550 8257 1007 415 4529 3052 1599 1722 5614 37
## 38 612 6811 1692 1123 5177 2851 3958 1234 4843 38
## 39 149 8365 804 413 4303 2686 1211 1630 6019 39
## 40 558 7056 731 657 1746 2873 2152 1990 4829 40
## 41 487 8654 815 673 5889 2854 1470 1605 5863 41
## 42 592 8221 453 880 6575 2391 2385 1672 4633 42
## 43 623 11609 5301 1215 6801 3479 21042 3066 6363 43
## 44 459 11914 962 1088 7108 2587 3663 4012 7127 44
## 45 440 8242 333 1093 3805 2712 154 1349 7437 45
## 46 423 8394 438 768 2391 2718 1506 1512 6020 46
## 47 808 9060 310 651 1670 2544 382 1973 5671 47
## 48 648 13429 2550 943 3197 3029 8368 1913 7197 48
## 49 516 10041 975 545 4495 2628 514 777 6527 49
## 50 575 8263 916 1336 3810 2729 2001 1217 6900 50
## 51 440 5376 91 974 3119 2413 162 3000 4968 51
## 52 383 8228 640 1016 2530 2973 2002 1413 8040 52
## 53 571 8064 2465 971 5384 3121 8567 2441 5047 53
## 54 637 6179 994 707 1910 2519 131 701 5680 54
## 55 383 9673 1809 494 7146 3323 1741 3357 6726 55
## 56 575 7332 443 650 4279 2754 989 1157 4847 56
## 57 401 9839 345 989 4410 2453 303 1435 6303 57
## 58 434 7774 837 714 5270 2619 904 1501 5009 58
## 59 525 8627 672 1022 7447 3147 2203 1700 5485 59
## 60 569 7402 1463 1495 4207 3164 2993 2561 5153 60
## 61 627 7789 708 721 5470 2894 2605 844 5257 61
## 62 644 7169 999 1273 6099 3031 4313 1236 5671 62
## 63 618 9531 1348 756 6041 3489 1422 1704 6055 63
## 64 576 6189 564 946 3401 2415 2483 1238 4487 64
## 65 514 10913 5766 1034 7742 3486 24846 2856 5205 65
## 66 603 8587 243 947 4067 3126 1647 1543 5307 66
## 67 584 8143 2138 978 5748 2918 9688 2451 5270 67
## 68 544 6007 446 736 2226 2654 111 2219 4880 68
## 69 579 9168 3167 1138 7333 2972 12679 3300 4879 69
## 70 526 8509 721 1086 3389 2754 1749 2375 7699 70
## 71 541 7702 1951 1065 3893 2377 2882 1331 5147 71
## 72 526 7519 1421 1524 5859 2908 2489 1484 5279 72
## 73 517 5817 833 820 2995 2665 1861 1214 4812 73
## 74 558 8093 1837 1092 4364 2928 6648 2020 5165 74
## 75 362 6929 458 1335 3626 2840 1992 2037 6690 75
## 76 591 6054 760 337 3709 3363 373 1036 4741 76
## 77 544 9318 2825 1529 6213 3269 10438 2310 7710 77
## 78 569 14420 2350 548 2715 3029 7415 1572 7060 78
## 79 545 5709 593 379 3161 2943 85 501 4491 79
## 80 440 8083 1113 834 3907 2901 1017 1920 4997 80
## 81 544 7635 2253 1151 4775 2772 6935 1122 4532 81
## 82 561 7203 723 1347 4117 2612 809 3967 6592 82
## 83 480 7395 732 897 3867 2683 298 1222 4274 83
## 84 521 10789 2533 1365 8145 3145 8477 2324 7164 84
## 85 444 8028 1256 1044 5521 2613 1857 1802 5346 85
## 86 536 8525 4142 1587 4808 3064 10389 2483 3904 86
## 87 336 5708 593 930 2232 2230 117 714 5453 87
## 88 419 7993 640 571 3668 2701 340 1587 3949 88
## 89 193 6040 1159 488 5205 2619 2377 3107 3922 89
## 90 537 6501 444 1096 6539 2630 904 1610 6113 90
## 91 257 7078 798 433 3197 2960 1807 1397 5348 91
## 92 592 7343 528 1323 3705 2479 3800 1101 5080 92
## 93 521 6573 596 524 4168 2537 353 1023 4214 93
## 94 467 7078 562 582 3324 3000 1048 1600 4813 94
## 95 461 6829 626 845 2312 2764 215 1200 8268 95
## 96 605 7715 529 635 5754 2641 2032 1340 4299 96
## 97 741 9370 539 874 5293 3118 2631 3400 3045 97
## 98 550 6743 783 864 3496 2797 1876 1622 5206 98
## 99 643 9017 900 861 4602 2439 749 2005 4884 99
## 100 148 8168 920 503 6325 2506 2111 1414 5594 100
## 101 561 6274 872 1150 4402 3051 844 709 5255 101
## 102 549 6686 594 545 3581 2334 1915 1695 4631 102
## 103 507 8252 655 655 2244 2799 270 790 5098 103
## 104 540 7204 724 1671 4912 2511 2163 1355 3724 104
## 105 546 5962 607 516 1454 2427 1021 994 4492 105
## 106 552 6508 818 1334 4963 3109 628 800 4842 106
## 107 490 9951 731 744 2637 2413 1609 4200 6631 107
## 108 572 10810 1252 1536 4186 2734 2027 2455 7136 108
## 109 342 9298 546 787 4583 2729 380 4005 7166 109
## 110 602 8842 527 1422 2143 3154 368 2058 7973 110
## 111 482 5784 466 663 3092 2927 145 1736 4849 111
## 112 536 7554 484 544 2886 2809 87 2092 6342 112
## 113 509 6733 1060 710 5416 2772 2846 1711 4195 113
## 114 528 7956 1038 1348 4472 2627 6466 2366 6862 114
## 115 559 9291 369 1483 4388 2407 3596 2984 5746 115
## 116 526 5382 622 749 2174 2299 153 300 4220 116
## 117 402 7388 1731 1658 3527 3094 3335 1237 5739 117
## 118 727 7767 1437 1213 3423 2809 1756 3000 6026 118
## 119 483 7641 1364 996 5855 2526 4115 1940 3826 119
## 120 476 7120 43 568 2241 2674 603 1883 5166 120
## 121 105 7898 1109 401 5587 2721 1921 1304 5646 121
## 122 513 7780 1274 952 3454 2705 3255 1909 4848 122
## 123 410 7143 667 792 3747 2737 401 2176 4697 123
## 124 490 8218 706 994 1641 2854 1254 739 5443 124
## 125 367 8401 916 583 3793 2622 2547 1925 5650 125
## 126 626 7064 1694 967 4453 3090 4188 1651 5204 126
## 127 655 6336 1260 1185 3950 3236 2569 1410 5012 127
## 128 568 7763 818 627 3431 2990 825 1491 4477 128
## 129 542 8227 1135 892 3338 2747 2316 1604 4618 129
## 130 556 7891 2087 629 6164 3224 3083 1532 5322 130
## 131 516 11652 2521 1279 7120 3628 3616 1790 6307 131
## 132 623 6760 1006 765 2703 2726 188 797 4728 132
## 133 717 17021 1298 891 5911 2502 7168 3703 5187 133
## 134 427 7094 583 400 1145 1995 725 2700 6662 134
## 135 424 9760 2467 1499 4626 3271 11073 1825 7464 135
## 136 636 6632 875 665 4001 2525 2195 840 4383 136
## 137 600 6283 685 924 2661 2257 1921 1075 6412 137
## 138 557 7012 2243 1000 5804 2690 6348 1906 5082 138
## 139 434 9429 2437 830 2770 2842 2255 1506 5165 139
## 140 518 6794 679 1021 4800 2654 323 1933 3822 140
## 141 412 7245 1792 1091 4917 3130 3209 1427 5186 141
## 142 457 6626 1181 1211 5611 3048 2162 2884 6139 142
## 143 564 6111 740 967 1780 2646 567 1177 6386 143
## 144 466 7447 700 858 3092 2532 1092 1615 4371 144
## 145 601 8810 1759 1434 4982 2574 7420 1001 4889 145
## 146 663 6119 1152 424 2532 2925 1925 2155 4903 146
## 147 547 6524 731 353 4343 2691 666 903 4181 147
## 148 479 9327 1058 837 4645 2868 3177 1636 4631 148
## 149 580 5159 500 628 2335 2871 80 801 5324 149
## 150 527 7919 1043 1120 5419 2896 2071 2163 4794 150
## 151 483 7230 609 976 3444 2855 75 1119 5579 151
## 152 549 8126 1711 1142 5006 3028 1167 1045 6166 152
## 153 549 7076 1939 1468 5869 2949 5553 2043 4865 153
## 154 496 8516 1067 911 4473 2918 3844 2224 5176 154
## 155 365 6463 398 733 2862 3167 920 931 6331 155
## 156 670 6692 960 622 4273 2761 3309 2514 5537 156
## 157 512 6616 596 413 1817 2904 285 1000 3429 157
## 158 352 8310 686 676 6096 3027 1466 1953 5648 158
## 159 494 7778 655 465 4956 2945 2235 1814 4333 159
## 160 429 8572 548 1030 5268 2305 1772 1734 9702 160
## 161 469 6921 314 1093 3549 2336 1456 1855 5872 161
## 162 514 13282 1237 822 3422 2607 3746 2435 5755 162
## 163 307 6680 323 1373 3412 2998 309 2513 5594 163
## 164 559 8631 1111 413 3908 3097 1015 1147 5120 164
## 165 480 7907 1371 894 5557 2891 4206 1609 4747 165
## 166 424 6152 465 1050 3322 2827 150 702 5264 166
## 167 552 6962 588 1457 2989 2736 2804 1609 5341 167
## 168 556 9906 412 1913 5900 2241 1586 3996 6035 168
## 169 513 7497 621 1018 2931 2700 3150 1752 4573 169
## 170 548 10414 1202 909 3575 2479 2111 1879 6527 170
## 171 479 5850 477 1156 2366 2375 1280 1757 6105 171
## 172 490 6876 759 764 2941 2694 736 1853 4444 172
## 173 635 8340 1860 1055 4080 2861 3596 1403 6245 173
## 174 522 6986 741 855 4084 2629 1352 1428 4313 174
## 175 398 8256 775 789 5618 2878 4523 1804 4908 175
## 176 497 7270 1861 1328 4186 2581 2180 1462 5273 176
## 177 500 6608 509 976 2680 2816 334 834 6898 177
## 178 579 8309 1105 609 3629 2582 2565 1602 3301 178
## 179 885 13868 5153 1960 4345 3195 23567 3948 5316 179
## 180 616 6812 2111 937 5420 3028 4916 1942 5402 180
## 181 526 9640 1083 819 3820 2479 3057 1129 6651 181
## 182 604 6990 900 1608 4158 2545 3402 1702 5923 182
## 183 642 6934 732 643 4909 2803 1079 1439 4926 183
## 184 447 6235 593 783 3144 2651 1435 1204 5659 184
## 185 378 9897 2168 779 6084 3047 5123 1944 5448 185
## 186 404 9860 737 633 4595 2728 475 837 7101 186
## 187 558 6881 303 1072 2876 2871 554 1133 4386 187
## 188 238 5345 372 836 2117 2644 1231 1059 5739 188
## 189 611 9008 256 728 3512 2797 1856 1416 3692 189
## 190 582 8721 517 1039 2560 2814 437 3800 7089 190
## 191 514 7015 2043 1488 6247 2804 4486 1994 5160 191
## 192 634 10267 2314 2459 5202 2879 4837 4300 5840 192
## 193 559 12135 2589 691 4198 3539 8058 1596 6324 193
## 194 593 11652 884 646 4636 3128 730 1682 6307 194
## 195 603 8672 97 1166 5310 2416 438 1502 9980 195
## 196 460 10176 3053 826 4945 3044 8766 2902 4982 196
## 197 293 9559 3934 906 5606 3013 11714 2158 5843 197
## 198 442 6704 1469 1511 3345 2779 1764 2164 4565 198
## 199 639 8630 347 1154 2000 2616 631 833 5107 199
## 200 615 11660 2482 819 2690 2787 7563 3544 6154 200
## 201 455 6190 331 957 3606 2453 1528 1541 5537 201
## 202 483 6754 832 815 3509 2388 1374 1112 4892 202
## 203 530 5800 949 783 4325 2965 2498 1428 3980 203
## 204 580 6391 699 1537 3353 2630 529 2666 3708 204
## 205 538 10757 853 452 3320 2728 2122 1523 6962 205
## 206 600 7800 1850 984 5030 2763 4342 1849 5938 206
## 207 656 11138 3919 566 2119 3234 8640 3705 7371 207
## 208 643 8087 519 1012 3219 2439 766 1450 4937 208
## 209 516 10509 1245 903 4900 3128 1360 1217 6470 209
## 210 583 11460 2068 893 5938 3495 7852 1604 5478 210
## 211 583 10218 556 633 4505 3244 1164 2281 6672 211
## 212 498 8515 2586 1604 4579 2995 7978 3500 6453 212
## 213 638 13358 7850 2498 8625 2984 56745 3579 5338 213
## 214 601 14220 4106 1461 3514 3362 14224 1818 5690 214
## 215 554 7686 507 775 5561 2538 966 1873 4463 215
## 216 632 8568 1932 997 3215 3014 7087 2964 5866 216
## 217 648 20151 2530 625 3536 3029 7273 2268 6432 217
## 218 910 13135 2362 1533 6430 2646 6162 2394 5457 218
## 219 333 6750 489 1327 3798 2864 266 3095 7060 219
## 220 603 6689 384 1698 1944 2721 259 900 7565 220
## 221 554 7186 1623 1297 4459 2908 4843 1742 8119 221
## 222 726 8263 338 752 4083 2625 708 1451 4912 222
## 223 440 7128 2559 1008 5806 3069 3787 1977 5853 223
## 224 509 10173 1574 804 3299 2754 6987 1866 5822 224
## 225 457 8196 765 1671 5887 2976 2681 2881 7413 225
## 226 524 6760 812 568 2273 2491 804 852 6062 226
## 227 890 14000 1106 791 2238 2155 2769 2135 5514 227
## 228 536 6373 201 1344 2778 2500 755 2089 6083 228
## 229 617 6657 665 488 4399 2503 91 1148 5187 229
## 230 584 6248 593 591 1750 1701 155 1956 4491 230
## 231 586 9462 1117 744 4738 3058 480 1513 5154 231
## 232 536 6479 563 1472 2918 2914 1954 2160 6029 232
## 233 491 8388 1184 921 2967 2452 2294 1688 4073 233
## 234 630 8310 5158 1059 5903 3781 17270 1979 5638 234
## 235 536 8921 1584 1268 4729 2942 4573 2472 6415 235
## 236 463 5674 617 1169 1671 2554 373 793 4247 236
## 237 586 8099 3413 687 5616 3544 11069 2145 5261 237
## 238 482 7807 694 638 3759 3264 228 1420 5483 238
## 239 483 8100 834 823 5185 2973 2351 3366 6186 239
## 240 768 9912 1590 1504 5947 3343 5160 2532 4535 240
## 241 469 9966 596 475 2321 3026 165 1390 8367 241
## 242 488 9981 355 633 4166 2898 785 1670 6746 242
## 243 586 9274 2467 998 5474 3558 6152 2263 5154 243
## 244 500 9321 198 485 4546 2618 1985 3300 3459 244
## 245 497 6637 468 1181 3501 2653 1307 1619 4646 245
## 246 496 8943 931 1055 3558 2732 1171 2016 4415 246
## 247 647 8230 3476 981 6544 3455 5730 1606 6405 247
## 248 614 7614 1154 522 3120 3028 1108 1549 5587 248
## 249 664 8584 274 892 5727 2471 845 2424 4459 249
## 250 535 12449 615 1116 6767 2529 2210 2386 5677 250
## 251 664 8461 300 779 4714 1728 529 1204 5326 251
## 252 585 8343 2448 1076 6680 2940 5697 1943 5870 252
## 253 615 9754 2201 1475 3141 2596 5327 1918 4923 253
## 254 652 7476 1036 784 3872 2723 1263 2036 5287 254
## 255 308 9193 2966 437 4399 2134 769 1503 6099 255
## 256 536 8609 1969 894 5165 3582 6956 2659 6304 256
## 257 466 7584 969 1156 2987 2680 1026 933 4592 257
## 258 576 9855 1027 1363 5097 2793 4483 2306 5309 258
## 259 515 7368 1022 1068 3186 2772 1708 2059 3709 259
## 260 195 7235 603 343 4565 2502 1871 1572 5488 260
## 261 475 5589 223 969 2689 2927 879 1265 5991 261
## 262 537 7605 2850 1306 7119 3530 8896 2243 5800 262
## 263 716 8378 749 1014 4732 3278 691 1873 3835 263
## 264 644 11622 1232 490 3459 2729 3276 2234 6309 264
## 265 843 13838 352 1107 4160 2439 1004 3179 5656 265
## 266 541 9466 1631 969 6228 2340 5528 3900 4942 266
## 267 488 6321 236 1032 2938 2707 1301 1136 7720 267
## 268 398 6898 1337 1197 5387 2938 4295 1509 6873 268
## 269 903 14465 2416 1099 5489 2794 8818 3347 5489 269
## 270 910 17158 3726 1619 8299 3371 14226 4600 6063 270
## 271 850 16048 2117 1065 5224 2709 6446 1964 7270 271
## 272 855 15547 532 1026 5662 2719 2684 3300 5821 272
## 273 843 14303 1035 964 5010 2611 3748 1703 5335 273
## 274 732 12931 1052 912 3313 2722 3457 2255 5703 274
## 275 391 9560 801 939 3742 2626 817 2535 7715 275
## 276 542 6896 1084 1614 5958 2456 2262 2237 5591 276
## 277 575 6697 1219 372 3683 3230 1832 1386 4907 277
## 278 808 10183 2715 1170 6634 2710 9577 4800 5901 278
## 279 570 6697 700 384 2017 3022 52 1100 4055 279
## 280 442 8121 593 450 3458 2557 268 1316 4765 280
## 281 524 5722 394 1035 1922 2652 68 937 6213 281
## 282 508 6534 1445 1197 4401 2858 2826 1389 6585 282
## 283 385 6528 846 759 4316 2673 1393 1359 4648 283
## 284 276 7983 1041 556 6271 2651 465 1324 5204 284
## 285 545 5938 830 1038 5634 2874 2672 1819 5056 285
## 286 574 6927 497 869 5534 2774 2988 1517 4722 286
## 287 524 7882 1877 1225 6172 3078 1983 1536 5384 287
## 288 453 8039 710 1212 6159 3525 3466 1514 5289 288
## 289 544 6343 577 892 3828 2709 1634 1737 5932 289
## 290 648 23640 2610 835 3110 3029 7865 1729 6158 290
## 291 575 8405 612 540 2740 3169 1271 1200 4677 291
## 292 542 6578 505 418 1532 2672 147 1460 3744 292
## 293 625 8474 342 1395 4427 2155 1579 1630 5672 293
## 294 548 7670 1040 689 6951 3144 5080 2851 4474 294
## 295 808 7770 539 1162 4730 2546 4297 4000 4887 295
## 296 404 8029 370 1161 5530 2790 2181 1936 6021 296
## 297 440 7442 1189 1493 5588 3044 5040 2943 7256 297
## 298 557 5527 453 630 3550 3012 1226 1401 4353 298
## 299 467 5717 343 822 2537 2899 63 669 4772 299
## 300 518 7767 1738 998 5323 2852 4389 1952 4534 300
## 301 501 7110 1148 999 5348 2795 1632 1141 5464 301
## 302 636 10616 1372 1181 4786 3311 5029 1646 5772 302
## 303 589 8548 1259 1400 4397 2685 4889 3131 6147 303
## 304 530 7498 1581 1080 3758 2628 4248 2024 7115 304
## 305 470 6464 674 1014 4723 2390 1432 1090 4900 305
## 306 500 7298 672 955 3460 3283 404 631 7327 306
## 307 548 6744 391 400 4592 2970 858 1750 5226 307
## 308 821 10503 1079 964 4153 2498 2962 1559 5819 308
## 309 768 9015 517 752 3817 2332 1557 1464 4571 309
## 310 336 7143 260 1092 2407 2696 87 1410 7599 310
## 311 615 7295 807 1135 4133 2747 2097 1474 5023 311
## 312 543 7778 210 1132 3094 2128 511 2800 5563 312
## 313 412 6106 538 1166 3018 2867 1141 1248 6259 313
## 314 631 13724 4361 1317 8236 3635 21701 1578 6072 314
## 315 569 10024 1218 789 2434 2995 318 946 5656 315
## 316 347 7881 925 700 3351 2889 3000 1900 4407 316
## 317 308 7642 818 442 3496 2749 761 1654 4300 317
## 318 509 10512 375 1783 5201 3224 2888 3772 7992 318
## 319 542 6576 791 308 2450 3002 422 1271 4740 319
## 320 494 7061 806 1164 3933 2981 2987 1508 6036 320
## 321 456 6404 549 1179 2793 2747 599 1126 6805 321
## 322 558 7284 860 464 3097 2906 196 726 3288 322
## 323 597 7927 1445 1115 4532 3112 4545 1923 6174 323
## 324 564 6858 1099 1423 2904 2876 1077 2668 5390 324
## 325 562 8715 1805 680 3643 3299 1784 910 5040 325
## 326 535 6440 317 1106 3731 2491 996 2140 4986 326
## 327 540 8371 713 440 2267 2903 1022 842 4946 327
## 328 570 7021 1097 938 3374 2920 2797 1327 3894 328
## 329 608 7875 212 1179 2768 2387 122 918 4694 329
places<-log10(place)
places
## V1 V2 V3 V4 V5 V6 V7 V8
## 1 2.716838 3.792392 2.374748 2.965202 3.605413 3.440437 2.998259 3.147676
## 2 2.759668 3.910518 3.219060 2.947434 3.688687 3.387034 3.745387 3.420286
## 3 2.670246 3.865637 2.790988 2.986772 3.403292 3.408240 2.374748 2.933993
## 4 2.677607 3.898067 3.155640 2.785330 3.837778 3.531351 3.667920 3.208710
## 5 2.818885 3.923917 3.267875 3.171141 3.816771 3.480869 3.652826 3.416973
## 6 2.716003 3.764848 2.806180 2.861534 3.388101 3.473049 2.523746 3.007748
## 7 2.747412 3.918450 2.793092 2.710963 3.459543 3.497483 3.367915 3.048053
## 8 2.729974 3.812044 2.984527 2.848805 3.696793 3.469085 3.172311 3.107210
## 9 2.748963 3.791761 2.635484 2.600973 3.627980 3.443732 2.408240 3.082785
## 10 2.784617 3.815976 2.825426 3.030600 3.690373 3.455150 3.091667 3.044932
## 11 2.946943 4.205394 3.306425 2.992554 3.597037 3.453777 3.750663 3.499137
## 12 2.290035 4.085469 2.778874 3.087426 3.706803 3.382737 3.370328 3.477121
## 13 2.724276 3.756180 2.763428 2.943495 3.457125 3.392521 2.633468 2.923244
## 14 2.771587 3.757775 2.913814 2.989005 3.432488 3.442793 2.227887 2.787460
## 15 2.737193 4.041945 3.399328 3.028164 3.535674 3.524526 3.878464 3.359456
## 16 2.748188 3.742725 2.776701 3.051153 3.484442 3.340246 2.428135 3.066326
## 17 2.597695 3.896361 2.920645 2.720159 3.518251 3.453930 3.066699 3.364551
## 18 2.841359 3.827499 3.080626 2.752816 3.706376 3.475671 3.143327 3.188084
## 19 2.778874 3.825491 2.781755 2.969882 3.270912 3.422590 3.549739 3.000434
## 20 2.842609 3.919914 3.504471 3.116608 3.924744 3.485295 3.878464 3.134177
## 21 2.788875 4.044305 2.804139 3.273696 3.550962 3.466719 2.793092 3.433130
## 22 2.727541 3.798789 3.254790 2.940516 3.401917 3.464639 3.019947 2.960471
## 23 2.675778 4.016365 3.080266 2.914343 3.595827 3.343999 3.586250 3.255273
## 24 2.638489 3.946010 2.893207 3.020775 3.564666 3.486147 3.728759 3.026533
## 25 2.748188 3.906766 2.623249 3.193403 3.571126 3.408918 3.087071 3.195346
## 26 2.753583 3.961326 3.551694 3.238046 3.869525 3.540455 3.990694 3.466126
## 27 2.654177 3.861952 2.892095 2.813581 3.749195 3.467460 3.299943 3.332034
## 28 2.630428 3.907573 2.534026 3.194514 3.522314 3.420781 3.627058 3.150142
## 29 2.721811 3.802226 2.954243 3.013259 3.667640 3.394977 2.549003 3.216957
## 30 2.626340 3.798513 2.789581 3.118265 3.444357 3.438542 3.254064 3.258398
## 31 2.767898 3.895754 2.935003 2.491362 3.471292 3.403978 3.108565 3.170262
## 32 2.887617 3.920593 2.380211 2.916454 3.577032 3.443732 3.114611 3.505150
## 33 2.752816 3.830011 2.755875 3.075547 3.475526 3.405688 1.897627 3.169380
## 34 2.747412 4.164561 3.425045 2.932981 3.545431 3.562650 3.968670 3.282849
## 35 2.655138 3.919862 2.680336 2.908485 3.798305 3.478278 2.890980 3.310906
## 36 2.766413 3.810098 2.644439 2.908485 3.400711 3.413635 2.831870 3.323458
## 37 2.740363 3.916822 3.003029 2.618048 3.656002 3.484585 3.203848 3.236033
## 38 2.786751 3.833211 3.228400 3.050380 3.714078 3.454997 3.597476 3.091315
## 39 2.173186 3.922466 2.905256 2.615950 3.633771 3.429106 3.083144 3.212188
## 40 2.746634 3.848559 2.863917 2.817565 3.242044 3.458336 3.332842 3.298853
## 41 2.687529 3.937217 2.911158 2.828015 3.770042 3.455454 3.167317 3.205475
## 42 2.772322 3.914925 2.656098 2.944483 3.817896 3.378580 3.377488 3.223236
## 43 2.794488 4.064795 3.724358 3.084576 3.832573 3.541454 4.323087 3.486572
## 44 2.661813 4.076058 2.983175 3.036629 3.851747 3.412796 3.563837 3.603361
## 45 2.643453 3.916033 2.522444 3.038620 3.580355 3.433290 2.187521 3.130012
## 46 2.626340 3.923969 2.641474 2.885361 3.378580 3.434249 3.177825 3.179552
## 47 2.907411 3.957128 2.491362 2.813581 3.222716 3.405517 2.582063 3.295127
## 48 2.811575 4.128044 3.406540 2.974512 3.504743 3.481299 3.922622 3.281715
## 49 2.712650 4.001777 2.989005 2.736397 3.652730 3.419625 2.710963 2.890421
## 50 2.759668 3.917138 2.961895 3.125806 3.580925 3.436004 3.301247 3.085291
## 51 2.643453 3.730459 1.959041 2.988559 3.494015 3.382557 2.209515 3.477121
## 52 2.583199 3.915294 2.806180 3.006894 3.403121 3.473195 3.301464 3.150142
## 53 2.756636 3.906551 3.391817 2.987219 3.731105 3.494294 3.932829 3.387568
## 54 2.804139 3.790918 2.997386 2.849419 3.281033 3.401228 2.117271 2.845718
## 55 2.583199 3.985561 3.257439 2.693727 3.854063 3.521530 3.240799 3.525951
## 56 2.759668 3.865222 2.646404 2.812913 3.631342 3.439964 2.995196 3.063333
## 57 2.603144 3.992951 2.537819 2.995196 3.644439 3.389698 2.481443 3.156852
## 58 2.637490 3.890645 2.922725 2.853698 3.721811 3.418135 2.956168 3.176381
## 59 2.720159 3.935860 2.827369 3.009451 3.871981 3.497897 3.343014 3.230449
## 60 2.755112 3.869349 3.165244 3.174641 3.623973 3.500236 3.476107 3.408410
## 61 2.797268 3.891482 2.850033 2.857935 3.737987 3.461499 3.415808 2.926342
## 62 2.808886 3.855459 2.999565 3.104828 3.785259 3.481586 3.634779 3.092018
## 63 2.790988 3.979138 3.129690 2.878522 3.781109 3.542701 3.152900 3.231470
## 64 2.760422 3.791620 2.751279 2.975891 3.531607 3.382917 3.394977 3.092721
## 65 2.710963 4.037944 3.760875 3.014521 3.888853 3.542327 4.395256 3.455758
## 66 2.780317 3.933841 2.385606 2.976350 3.609274 3.494989 3.216694 3.188366
## 67 2.766413 3.910784 3.330008 2.990339 3.759517 3.465085 3.986234 3.389343
## 68 2.735599 3.778658 2.649335 2.866878 3.347525 3.423901 2.045323 3.346157
## 69 2.762679 3.962275 3.500648 3.056142 3.865282 3.473049 4.103085 3.518514
## 70 2.720986 3.929879 2.857935 3.035830 3.530072 3.439964 3.242790 3.375664
## 71 2.733197 3.886604 3.290257 3.027350 3.590284 3.376029 3.459694 3.124178
## 72 2.720986 3.876160 3.152594 3.182985 3.767823 3.463594 3.396025 3.171434
## 73 2.713491 3.764699 2.920645 2.913814 3.476397 3.425697 3.269746 3.084219
## 74 2.746634 3.908110 3.264109 3.038223 3.639885 3.466571 3.822691 3.305351
## 75 2.558709 3.840671 2.660865 3.125481 3.559428 3.453318 3.299289 3.308991
## 76 2.771587 3.782042 2.880814 2.527630 3.569257 3.526727 2.571709 3.015360
## 77 2.735599 3.969323 3.451018 3.184407 3.793301 3.514415 4.018617 3.363612
## 78 2.755112 4.158965 3.371068 2.738781 3.433770 3.481299 3.870111 3.196453
## 79 2.736397 3.756560 2.773055 2.578639 3.499824 3.468790 1.929419 2.699838
## 80 2.643453 3.907573 3.046495 2.921166 3.591843 3.462548 3.007321 3.283301
## 81 2.735599 3.882809 3.352761 3.061075 3.678973 3.442793 3.841046 3.049993
## 82 2.748963 3.857513 2.859138 3.129368 3.614581 3.416973 2.907949 3.598462
## 83 2.681241 3.868938 2.864511 2.952792 3.587374 3.428621 2.474216 3.087071
## 84 2.716838 4.032981 3.403635 3.135133 3.910891 3.497621 3.928242 3.366236
## 85 2.647383 3.904607 3.098990 3.018700 3.742018 3.417139 3.268812 3.255755
## 86 2.729165 3.930694 3.617210 3.200577 3.681964 3.486289 4.016574 3.394977
## 87 2.526339 3.756484 2.773055 2.968483 3.348694 3.348305 2.068186 2.853698
## 88 2.622214 3.902710 2.806180 2.756636 3.564429 3.431525 2.531479 3.200577
## 89 2.285557 3.781037 3.064083 2.688420 3.716421 3.418135 3.376029 3.492341
## 90 2.729974 3.812980 2.647383 3.039811 3.815511 3.419956 2.956168 3.206826
## 91 2.409933 3.849911 2.902003 2.636488 3.504743 3.471292 3.256958 3.145196
## 92 2.772322 3.865874 2.722634 3.121560 3.568788 3.394277 3.579784 3.041787
## 93 2.716838 3.817764 2.775246 2.719331 3.619928 3.404320 2.547775 3.009876
## 94 2.669317 3.849911 2.749736 2.764923 3.521661 3.477121 3.020361 3.204120
## 95 2.663701 3.834357 2.796574 2.926857 3.363988 3.441538 2.332438 3.079181
## 96 2.781755 3.887336 2.723456 2.802774 3.759970 3.421768 3.307924 3.127105
## 97 2.869818 3.971740 2.731589 2.941511 3.723702 3.493876 3.420121 3.531479
## 98 2.740363 3.828853 2.893762 2.936514 3.543571 3.446692 3.273233 3.210051
## 99 2.808211 3.955062 2.954243 2.935003 3.662947 3.387212 2.874482 3.302114
## 100 2.170262 3.912116 2.963788 2.701568 3.801061 3.398981 3.324488 3.150449
## 101 2.748963 3.797545 2.940516 3.060698 3.643650 3.484442 2.926342 2.850646
## 102 2.739572 3.825166 2.773786 2.736397 3.554004 3.368101 3.282169 3.229170
## 103 2.705008 3.916559 2.816241 2.816241 3.351023 3.447003 2.431364 2.897627
## 104 2.732394 3.857574 2.859739 3.222976 3.691258 3.399847 3.335057 3.131939
## 105 2.737193 3.775392 2.783189 2.712650 3.162564 3.385070 3.009026 2.997386
## 106 2.741939 3.813448 2.912753 3.125156 3.695744 3.492621 2.797960 2.903090
## 107 2.690196 3.997867 2.863917 2.871573 3.421110 3.382557 3.206556 3.623249
## 108 2.757396 4.033826 3.097604 3.186391 3.621799 3.436799 3.306854 3.390051
## 109 2.534026 3.968390 2.737193 2.895975 3.661150 3.436004 2.579784 3.602603
## 110 2.779596 3.946551 2.721811 3.152900 3.331022 3.498862 2.565848 3.313445
## 111 2.683047 3.762228 2.668386 2.821514 3.490239 3.466423 2.161368 3.239550
## 112 2.729165 3.878177 2.684845 2.735599 3.460296 3.448552 1.939519 3.320562
## 113 2.706718 3.828209 3.025306 2.851258 3.733679 3.442793 3.454235 3.233250
## 114 2.722634 3.900695 3.016197 3.129690 3.650502 3.419460 3.810636 3.374015
## 115 2.747412 3.968062 2.567026 3.171141 3.642267 3.381476 3.555820 3.474799
## 116 2.720986 3.730944 2.793790 2.874482 3.337260 3.361539 2.184691 2.477121
## 117 2.604226 3.868527 3.238297 3.219585 3.547405 3.490520 3.523096 3.092370
## 118 2.861534 3.890253 3.157457 3.083861 3.534407 3.448552 3.244525 3.477121
## 119 2.683947 3.883150 3.134814 2.998259 3.767527 3.402433 3.614370 3.287802
## 120 2.677607 3.852480 1.633468 2.754348 3.350442 3.427161 2.780317 3.274850
## 121 2.021189 3.897517 3.044932 2.603144 3.747179 3.434729 3.283527 3.115278
## 122 2.710117 3.890980 3.105169 2.978637 3.538322 3.432167 3.512551 3.280806
## 123 2.612784 3.853881 2.824126 2.898725 3.573684 3.437275 2.603144 3.337659
## 124 2.690196 3.914766 2.848805 2.997386 3.215109 3.455454 3.098298 2.868644
## 125 2.564666 3.924331 2.961895 2.765669 3.578983 3.418633 3.406029 3.284431
## 126 2.796574 3.849051 3.228913 2.985426 3.648653 3.489958 3.622007 3.217747
## 127 2.816241 3.801815 3.100371 3.073718 3.596597 3.510009 3.409764 3.149219
## 128 2.754348 3.890030 2.912753 2.797268 3.535421 3.475671 2.916454 3.173478
## 129 2.733999 3.915241 3.054996 2.950365 3.523486 3.438859 3.364739 3.205204
## 130 2.745075 3.897132 3.319522 2.798651 3.789863 3.508395 3.488974 3.185259
## 131 2.712650 4.066400 3.401573 3.106871 3.852480 3.559667 3.558228 3.252853
## 132 2.794488 3.829947 3.002598 2.883661 3.431846 3.435526 2.274158 2.901458
## 133 2.855519 4.230985 3.113275 2.949878 3.771661 3.398287 3.855398 3.568554
## 134 2.630428 3.850891 2.765669 2.602060 3.058805 3.299943 2.860338 3.431364
## 135 2.627366 3.989450 3.392169 3.175802 3.665206 3.514681 4.044265 3.261263
## 136 2.803457 3.821645 2.942008 2.822822 3.602169 3.402261 3.341435 2.924279
## 137 2.778151 3.798167 2.835691 2.965672 3.425045 3.353532 3.283527 3.031408
## 138 2.745855 3.845842 3.350829 3.000000 3.763727 3.429752 3.802637 3.280123
## 139 2.637490 3.974466 3.386856 2.919078 3.442480 3.453624 3.353147 3.177825
## 140 2.714330 3.832126 2.831870 3.009026 3.681241 3.423901 2.509203 3.286232
## 141 2.614897 3.860038 3.253338 3.037825 3.691700 3.495544 3.506370 3.154424
## 142 2.659916 3.821251 3.072250 3.083144 3.749040 3.484015 3.334856 3.459995
## 143 2.751279 3.786112 2.869232 2.985426 3.250420 3.422590 2.753583 3.070776
## 144 2.668386 3.871981 2.845098 2.933487 3.490239 3.403464 3.038223 3.208173
## 145 2.778874 3.944976 3.245266 3.156549 3.697404 3.410609 3.870404 3.000434
## 146 2.821514 3.786680 3.061452 2.627366 3.403464 3.466126 3.284431 3.333447
## 147 2.737987 3.814514 2.863917 2.547775 3.637790 3.429914 2.823474 2.955688
## 148 2.680336 3.969742 3.024486 2.922725 3.666986 3.457579 3.502017 3.213783
## 149 2.763428 3.712566 2.698970 2.797960 3.368287 3.458033 1.903090 2.903633
## 150 2.721811 3.898670 3.018284 3.049218 3.733919 3.461799 3.316180 3.335057
## 151 2.683947 3.859138 2.784617 2.989450 3.537063 3.455606 1.875061 3.048830
## 152 2.739572 3.909877 3.233250 3.057666 3.699491 3.481156 3.067071 3.019116
## 153 2.739572 3.849788 3.287578 3.166726 3.768564 3.469675 3.744528 3.310268
## 154 2.695482 3.930236 3.028164 2.959518 3.650599 3.465085 3.584783 3.347135
## 155 2.562293 3.810434 2.599883 2.865104 3.456670 3.500648 2.963788 2.968950
## 156 2.826075 3.825556 2.982271 2.793790 3.630733 3.441066 3.519697 3.400365
## 157 2.709270 3.820595 2.775246 2.615950 3.259355 3.462997 2.454845 3.000000
## 158 2.546543 3.919601 2.836324 2.829947 3.785045 3.481012 3.166134 3.290702
## 159 2.693727 3.890868 2.816241 2.667453 3.695131 3.469085 3.349278 3.258637
## 160 2.632457 3.933082 2.738781 3.012837 3.721646 3.362671 3.248464 3.239049
## 161 2.671173 3.840169 2.496930 3.038620 3.550106 3.368473 3.163161 3.268344
## 162 2.710963 4.123263 3.092370 2.914872 3.534280 3.416141 3.573568 3.386499
## 163 2.487138 3.824776 2.509203 3.137671 3.533009 3.476832 2.489958 3.400192
## 164 2.747412 3.936061 3.045714 2.615950 3.591955 3.490941 3.006466 3.059563
## 165 2.681241 3.898012 3.137037 2.951338 3.744840 3.461048 3.623869 3.206556
## 166 2.627366 3.789016 2.667453 3.021189 3.521400 3.451326 2.176091 2.846337
## 167 2.741939 3.842734 2.769377 3.163460 3.475526 3.437116 3.447778 3.206556
## 168 2.745075 3.995898 2.614897 3.281715 3.770852 3.350442 3.200303 3.601625
## 169 2.710117 3.874888 2.793092 3.007748 3.467016 3.431364 3.498311 3.243534
## 170 2.738781 4.017618 3.079904 2.958564 3.553276 3.394277 3.324488 3.273927
## 171 2.680336 3.767156 2.678518 3.062958 3.374015 3.375664 3.107210 3.244772
## 172 2.690196 3.837336 2.880242 2.883093 3.468495 3.430398 2.866878 3.267875
## 173 2.802774 3.921166 3.269513 3.023252 3.610660 3.456518 3.555820 3.147058
## 174 2.717671 3.844229 2.869818 2.931966 3.611086 3.419791 3.130977 3.154728
## 175 2.599883 3.916770 2.889302 2.897077 3.749582 3.459091 3.655427 3.256237
## 176 2.696356 3.861534 3.269746 3.123198 3.621799 3.411788 3.338456 3.164947
## 177 2.698970 3.820070 2.706718 2.989450 3.428135 3.449633 2.523746 2.921166
## 178 2.762679 3.919549 3.043362 2.784617 3.559787 3.411956 3.409087 3.204663
## 179 2.946943 4.142014 3.712060 3.292256 3.637990 3.504471 4.372304 3.596377
## 180 2.789581 3.833275 3.324488 2.971740 3.733999 3.481156 3.691612 3.288249
## 181 2.720986 3.984077 3.034628 2.913284 3.582063 3.394277 3.485295 3.052694
## 182 2.781037 3.844477 2.954243 3.206286 3.618884 3.405688 3.531734 3.230960
## 183 2.807535 3.840984 2.864511 2.808211 3.690993 3.447623 3.033021 3.158061
## 184 2.650308 3.794836 2.773055 2.893762 3.497483 3.423410 3.156852 3.080626
## 185 2.577492 3.995504 3.336059 2.891537 3.784189 3.483872 3.709524 3.288696
## 186 2.606381 3.993877 2.867467 2.801404 3.662286 3.435844 2.676694 2.922725
## 187 2.746634 3.837652 2.481443 3.030195 3.458789 3.458033 2.743510 3.054230
## 188 2.376577 3.727948 2.570543 2.922206 3.325721 3.422261 3.090258 3.024896
## 189 2.786041 3.954628 2.408240 2.862131 3.545555 3.446692 3.268578 3.151063
## 190 2.764923 3.940566 2.713491 3.016616 3.408240 3.449324 2.640481 3.579784
## 191 2.710963 3.846028 3.310268 3.172603 3.795672 3.447778 3.651859 3.299725
## 192 2.802089 4.011444 3.364363 3.390759 3.716170 3.459242 3.684576 3.633468
## 193 2.747412 4.084040 3.413132 2.839478 3.623042 3.548881 3.906227 3.203033
## 194 2.773055 4.066400 2.946452 2.810233 3.666143 3.495267 2.863323 3.225826
## 195 2.780317 3.938119 1.986772 3.066699 3.725095 3.383097 2.641474 3.176670
## 196 2.662758 4.007577 3.484727 2.916980 3.694166 3.483445 3.942801 3.462697
## 197 2.466868 3.980412 3.594834 2.957128 3.748653 3.478999 4.068705 3.334051
## 198 2.645422 3.826334 3.167022 3.179264 3.524396 3.443889 3.246499 3.335257
## 199 2.805501 3.936011 2.540329 3.062206 3.301030 3.417638 2.800029 2.920645
## 200 2.788875 4.066699 3.394802 2.913284 3.429752 3.445137 3.878694 3.549494
## 201 2.658011 3.791691 2.519828 2.980912 3.557026 3.389698 3.184123 3.187803
## 202 2.683947 3.829561 2.920123 2.911158 3.545183 3.378034 3.137987 3.046105
## 203 2.724276 3.763428 2.977266 2.893762 3.635986 3.472025 3.397592 3.154728
## 204 2.763428 3.805569 2.844477 3.186674 3.525434 3.419956 2.723456 3.425860
## 205 2.730782 4.031691 2.930949 2.655138 3.521138 3.435844 3.326745 3.182700
## 206 2.778151 3.892095 3.267172 2.992995 3.701568 3.441381 3.637690 3.266937
## 207 2.816904 4.046807 3.593175 2.752816 3.326131 3.509740 3.936514 3.568788
## 208 2.808211 3.907787 2.715167 3.005181 3.507721 3.387212 2.884229 3.161368
## 209 2.712650 4.021561 3.095169 2.955688 3.690196 3.495267 3.133539 3.085291
## 210 2.765669 4.059185 3.315551 2.950851 3.773640 3.543447 3.894980 3.205204
## 211 2.765669 4.009366 2.745075 2.801404 3.653695 3.511081 3.065953 3.358125
## 212 2.697229 3.930185 3.412629 3.205204 3.660771 3.476397 3.901894 3.544068
## 213 2.804821 4.125741 3.894870 3.397592 3.935759 3.474799 4.753928 3.553762
## 214 2.778874 4.152900 3.613419 3.164650 3.545802 3.526598 4.153022 3.259594
## 215 2.743510 3.885700 2.705008 2.889302 3.745153 3.404492 2.984977 3.272538
## 216 2.800717 3.932879 3.286007 2.998695 3.507181 3.479143 3.850462 3.471878
## 217 2.811575 4.304297 3.403121 2.795880 3.548512 3.481299 3.861714 3.355643
## 218 2.959041 4.118430 3.373280 3.185542 3.808211 3.422590 3.789722 3.379124
## 219 2.522444 3.829304 2.689309 3.122871 3.579555 3.456973 2.424882 3.490661
## 220 2.780317 3.825361 2.584331 3.229938 3.288696 3.434729 2.413300 2.954243
## 221 2.743510 3.856487 3.210319 3.112940 3.649237 3.463594 3.685114 3.241048
## 222 2.860937 3.917138 2.528917 2.876218 3.610979 3.419129 2.850033 3.161667
## 223 2.643453 3.852968 3.408070 3.003461 3.763877 3.486997 3.578295 3.296007
## 224 2.706718 4.007449 3.197005 2.905256 3.518382 3.439964 3.844291 3.270912
## 225 2.659916 3.913602 2.883661 3.222976 3.769894 3.473633 3.428297 3.459543
## 226 2.719331 3.829947 2.909556 2.754348 3.356599 3.396374 2.905256 2.930440
## 227 2.949390 4.146128 3.043755 2.898176 3.349860 3.333447 3.442323 3.329398
## 228 2.729165 3.804344 2.303196 3.128399 3.443732 3.397940 2.877947 3.319938
## 229 2.790285 3.823279 2.822822 2.688420 3.643354 3.398461 1.959041 3.059942
## 230 2.766413 3.795741 2.773055 2.771587 3.243038 3.230704 2.190332 3.291369
## 231 2.767898 3.975983 3.048053 2.871573 3.675595 3.485437 2.681241 3.179839
## 232 2.729165 3.811508 2.750508 3.167908 3.465085 3.464490 3.290925 3.334454
## 233 2.691081 3.923658 3.073352 2.964260 3.472318 3.389520 3.360593 3.227372
## 234 2.799341 3.919601 3.712481 3.024896 3.771073 3.577607 4.237292 3.296446
## 235 2.729165 3.950414 3.199755 3.103119 3.674769 3.468643 3.660201 3.393048
## 236 2.665581 3.753889 2.790285 3.067815 3.222976 3.407221 2.571709 2.899273
## 237 2.767898 3.908431 3.533136 2.836957 3.749427 3.549494 4.044108 3.331427
## 238 2.683047 3.892484 2.841359 2.804821 3.575072 3.513750 2.357935 3.152288
## 239 2.683947 3.908485 2.921166 2.915400 3.714749 3.473195 3.371253 3.527114
## 240 2.885361 3.996161 3.201397 3.177248 3.774298 3.524136 3.712650 3.403464
## 241 2.671173 3.998521 2.775246 2.676694 3.365675 3.480869 2.217484 3.143015
## 242 2.688420 3.999174 2.550228 2.801404 3.619719 3.462098 2.894870 3.222716
## 243 2.767898 3.967267 3.392169 2.999131 3.738305 3.551206 3.789016 3.354685
## 244 2.698970 3.969463 2.296665 2.685742 3.657629 3.417970 3.297761 3.518514
## 245 2.696356 3.821972 2.670246 3.072250 3.544192 3.423737 3.116276 3.209247
## 246 2.695482 3.951483 2.968950 3.023252 3.551206 3.436481 3.068557 3.304491
## 247 2.810904 3.915400 3.541080 2.991669 3.815843 3.538448 3.758155 3.205746
## 248 2.788168 3.881613 3.062206 2.717671 3.494155 3.481156 3.044540 3.190051
## 249 2.822168 3.933690 2.437751 2.950365 3.757927 3.392873 2.926857 3.384533
## 250 2.728354 4.095134 2.788875 3.047664 3.830396 3.402949 3.344392 3.377670
## 251 2.822168 3.927422 2.477121 2.891537 3.673390 3.237544 2.723456 3.080626
## 252 2.767156 3.921322 3.388811 3.031812 3.824776 3.468347 3.755646 3.288473
## 253 2.788875 3.989183 3.342620 3.168792 3.497068 3.414305 3.726483 3.282849
## 254 2.814248 3.873669 3.015360 2.894316 3.587935 3.435048 3.101403 3.308778
## 255 2.488551 3.963457 3.472171 2.640481 3.643354 3.329194 2.885926 3.176959
## 256 2.729165 3.934953 3.294246 2.951338 3.713070 3.554126 3.842360 3.424718
## 257 2.668386 3.879898 2.986324 3.062958 3.475235 3.428135 3.011147 2.969882
## 258 2.760422 3.993657 3.011570 3.134496 3.707315 3.446071 3.651569 3.362859
## 259 2.711807 3.867350 3.009451 3.028571 3.503246 3.442793 3.232488 3.313656
## 260 2.290035 3.859439 2.780317 2.535294 3.659441 3.398287 3.272074 3.196453
## 261 2.676694 3.747334 2.348305 2.986324 3.429591 3.466423 2.943989 3.102091
## 262 2.729974 3.881099 3.454845 3.115943 3.852419 3.547775 3.949195 3.350829
## 263 2.854913 3.923140 2.874482 3.006038 3.675045 3.515609 2.839478 3.272538
## 264 2.808886 4.065281 3.090611 2.690196 3.538951 3.436004 3.515344 3.349083
## 265 2.925828 4.141073 2.546543 3.044148 3.619093 3.387212 3.001734 3.502291
## 266 2.733197 3.976167 3.212454 2.986324 3.794349 3.369216 3.742568 3.591065
## 267 2.688420 3.800786 2.372912 3.013680 3.468052 3.432488 3.114277 3.055378
## 268 2.599883 3.838723 3.126131 3.078094 3.731347 3.468052 3.632963 3.178689
## 269 2.955688 4.160318 3.383097 3.040998 3.739493 3.446226 3.945370 3.524656
## 270 2.959041 4.234467 3.571243 3.209247 3.919026 3.527759 4.153083 3.662758
## 271 2.929419 4.205421 3.325721 3.027350 3.718003 3.432809 3.809290 3.293141
## 272 2.931966 4.191647 2.725912 3.011147 3.752970 3.434409 3.428783 3.518514
## 273 2.925828 4.155427 3.014940 2.984077 3.699838 3.416807 3.573800 3.231215
## 274 2.864511 4.111632 3.022016 2.959995 3.520221 3.434888 3.538699 3.353147
## 275 2.592177 3.980458 2.903633 2.972666 3.573104 3.419295 2.912222 3.403978
## 276 2.733999 3.838597 3.035029 3.207904 3.775100 3.390228 3.354493 3.349666
## 277 2.759668 3.825880 3.086004 2.570543 3.566202 3.509203 3.262925 3.141763
## 278 2.907411 4.007876 3.433770 3.068186 3.821775 3.432969 3.981229 3.681241
## 279 2.755875 3.825880 2.845098 2.584331 3.304706 3.480294 1.716003 3.041393
## 280 2.645422 3.909610 2.773055 2.653213 3.538825 3.407731 2.428135 3.119256
## 281 2.719331 3.757548 2.595496 3.014940 3.283753 3.423574 1.832509 2.971740
## 282 2.705864 3.815179 3.159868 3.078094 3.643551 3.456062 3.451172 3.142702
## 283 2.585461 3.814780 2.927370 2.880242 3.635081 3.426999 3.143951 3.133219
## 284 2.440909 3.902166 3.017451 2.745075 3.797337 3.423410 2.667453 3.121888
## 285 2.736397 3.773640 2.919078 3.016197 3.750817 3.458487 3.426836 3.259833
## 286 2.758912 3.840545 2.696356 2.939020 3.743039 3.443106 3.475381 3.180986
## 287 2.719331 3.896636 3.273464 3.088136 3.790426 3.488269 3.297323 3.186391
## 288 2.656098 3.905202 2.851258 3.083503 3.789510 3.547159 3.539829 3.180126
## 289 2.735599 3.802295 2.761176 2.950365 3.582972 3.432809 3.213252 3.239800
## 290 2.811575 4.373647 3.416641 2.921686 3.492760 3.481299 3.895699 3.237795
## 291 2.759668 3.924538 2.786751 2.732394 3.437751 3.500922 3.104146 3.079181
## 292 2.733999 3.818094 2.703291 2.621176 3.185259 3.426836 2.167317 3.164353
## 293 2.795880 3.928088 2.534026 3.144574 3.646110 3.333447 3.198382 3.212188
## 294 2.738781 3.884795 3.017033 2.838219 3.842047 3.497483 3.705864 3.454997
## 295 2.907411 3.890421 2.731589 3.065206 3.674861 3.405858 3.633165 3.602060
## 296 2.606381 3.904661 2.568202 3.064832 3.742725 3.445604 3.338656 3.286905
## 297 2.643453 3.871690 3.075182 3.174060 3.747256 3.483445 3.702431 3.468790
## 298 2.745855 3.742489 2.656098 2.799341 3.550228 3.478855 3.088490 3.146438
## 299 2.669317 3.757168 2.535294 2.914872 3.404320 3.462248 1.799341 2.825426
## 300 2.714330 3.890253 3.240050 2.999131 3.726156 3.455150 3.642366 3.290480
## 301 2.699838 3.851870 3.059942 2.999565 3.728191 3.446382 3.212720 3.057286
## 302 2.803457 4.025961 3.137354 3.072250 3.679973 3.519959 3.701482 3.216430
## 303 2.770115 3.931865 3.100026 3.146128 3.643156 3.428944 3.689220 3.495683
## 304 2.724276 3.874945 3.198932 3.033424 3.574957 3.419625 3.628185 3.306211
## 305 2.672098 3.810501 2.828660 3.006038 3.674218 3.378398 3.155943 3.037426
## 306 2.698970 3.863204 2.827369 2.980003 3.539076 3.516271 2.606381 2.800029
## 307 2.738781 3.828918 2.592177 2.602060 3.662002 3.472756 2.933487 3.243038
## 308 2.914343 4.021313 3.033021 2.984077 3.618362 3.397592 3.471585 3.192846
## 309 2.885361 3.954966 2.713491 2.876218 3.581722 3.367729 3.192289 3.165541
## 310 2.526339 3.853881 2.414973 3.038223 3.381476 3.430720 1.939519 3.149219
## 311 2.788875 3.863025 2.906874 3.054996 3.616265 3.438859 3.321598 3.168497
## 312 2.734800 3.890868 2.322219 3.053846 3.490520 3.327972 2.708421 3.447158
## 313 2.614897 3.785757 2.730782 3.066699 3.479719 3.457428 3.057286 3.096215
## 314 2.800029 4.137481 3.639586 3.119586 3.915716 3.560504 4.336480 3.198107
## 315 2.755112 4.001041 3.085647 2.897077 3.386321 3.476397 2.502427 2.975891
## 316 2.540329 3.896581 2.966142 2.845098 3.525174 3.460748 3.477121 3.278754
## 317 2.488551 3.883207 2.912753 2.645422 3.543571 3.439175 2.881385 3.218536
## 318 2.706718 4.021685 2.574031 3.251151 3.716087 3.508395 3.460597 3.576572
## 319 2.733999 3.817962 2.898176 2.488551 3.389166 3.477411 2.625312 3.104146
## 320 2.693727 3.848866 2.906335 3.065953 3.594724 3.474362 3.475235 3.178401
## 321 2.658965 3.806451 2.739572 3.071514 3.446071 3.438859 2.777427 3.051538
## 322 2.746634 3.862370 2.934498 2.666518 3.490941 3.463296 2.292256 2.860937
## 323 2.775974 3.899109 3.159868 3.047275 3.656290 3.493040 3.657534 3.283979
## 324 2.751279 3.836197 3.040998 3.153205 3.462997 3.458789 3.032216 3.426186
## 325 2.749736 3.940267 3.256477 2.832509 3.561459 3.518382 3.251395 2.959041
## 326 2.728354 3.808886 2.501059 3.043755 3.571825 3.396374 2.998259 3.330414
## 327 2.732394 3.922777 2.853090 2.643453 3.355452 3.462847 3.009451 2.925312
## 328 2.755875 3.846399 3.040207 2.972203 3.528145 3.465383 3.446692 3.122871
## 329 2.783904 3.896251 2.326336 3.071514 3.442166 3.377852 2.086360 2.962843
## V9 V10
## 1 3.882695 0.0000000
## 2 3.638489 0.3010300
## 3 3.720159 0.4771213
## 4 3.768194 0.6020600
## 5 3.757927 0.6989700
## 6 3.720490 0.7781513
## 7 3.707315 0.8450980
## 8 3.763053 0.9030900
## 9 3.626340 0.9542425
## 10 3.795254 1.0000000
## 11 3.793790 1.0413927
## 12 3.884682 1.0791812
## 13 3.527630 1.1139434
## 14 3.629613 1.1461280
## 15 3.660771 1.1760913
## 16 3.674861 1.2041200
## 17 3.722222 1.2304489
## 18 3.715669 1.2552725
## 19 3.715418 1.2787536
## 20 3.800373 1.3010300
## 21 3.908860 1.3222193
## 22 3.734880 1.3424227
## 23 3.707315 1.3617278
## 24 3.871515 1.3802112
## 25 3.782186 1.3979400
## 26 3.740600 1.4149733
## 27 3.713659 1.4313638
## 28 3.799892 1.4471580
## 29 3.602928 1.4623980
## 30 3.779524 1.4771213
## 31 3.494015 1.4913617
## 32 3.628082 1.5051500
## 33 3.560504 1.5185139
## 34 3.779308 1.5314789
## 35 3.771808 1.5440680
## 36 3.763503 1.5563025
## 37 3.749272 1.5682017
## 38 3.685114 1.5797836
## 39 3.779524 1.5910646
## 40 3.683857 1.6020600
## 41 3.768120 1.6127839
## 42 3.665862 1.6232493
## 43 3.803662 1.6334685
## 44 3.852907 1.6434527
## 45 3.871398 1.6532125
## 46 3.779596 1.6627578
## 47 3.753660 1.6720979
## 48 3.857152 1.6812412
## 49 3.814714 1.6901961
## 50 3.838849 1.6989700
## 51 3.696182 1.7075702
## 52 3.905256 1.7160033
## 53 3.703033 1.7242759
## 54 3.754348 1.7323938
## 55 3.827757 1.7403627
## 56 3.685473 1.7481880
## 57 3.799547 1.7558749
## 58 3.699751 1.7634280
## 59 3.739177 1.7708520
## 60 3.712060 1.7781513
## 61 3.720738 1.7853298
## 62 3.753660 1.7923917
## 63 3.782114 1.7993405
## 64 3.651956 1.8061800
## 65 3.716421 1.8129134
## 66 3.724849 1.8195439
## 67 3.721811 1.8260748
## 68 3.688420 1.8325089
## 69 3.688331 1.8388491
## 70 3.886434 1.8450980
## 71 3.711554 1.8512583
## 72 3.722552 1.8573325
## 73 3.682326 1.8633229
## 74 3.713070 1.8692317
## 75 3.825426 1.8750613
## 76 3.675870 1.8808136
## 77 3.887054 1.8864907
## 78 3.848805 1.8920946
## 79 3.652343 1.8976271
## 80 3.698709 1.9030900
## 81 3.656290 1.9084850
## 82 3.819017 1.9138139
## 83 3.630835 1.9190781
## 84 3.855156 1.9242793
## 85 3.728029 1.9294189
## 86 3.591510 1.9344985
## 87 3.736635 1.9395193
## 88 3.596487 1.9444827
## 89 3.593508 1.9493900
## 90 3.786254 1.9542425
## 91 3.728191 1.9590414
## 92 3.705864 1.9637878
## 93 3.624695 1.9684829
## 94 3.682416 1.9731279
## 95 3.917400 1.9777236
## 96 3.633367 1.9822712
## 97 3.483587 1.9867717
## 98 3.716504 1.9912261
## 99 3.688776 1.9956352
## 100 3.747722 2.0000000
## 101 3.720573 2.0043214
## 102 3.665675 2.0086002
## 103 3.707400 2.0128372
## 104 3.571010 2.0170333
## 105 3.652440 2.0211893
## 106 3.685025 2.0253059
## 107 3.821579 2.0293838
## 108 3.853455 2.0334238
## 109 3.855277 2.0374265
## 110 3.901622 2.0413927
## 111 3.685652 2.0453230
## 112 3.802226 2.0492180
## 113 3.622732 2.0530784
## 114 3.836451 2.0569049
## 115 3.759366 2.0606978
## 116 3.625312 2.0644580
## 117 3.758836 2.0681859
## 118 3.780029 2.0718820
## 119 3.582745 2.0755470
## 120 3.713154 2.0791812
## 121 3.751741 2.0827854
## 122 3.685563 2.0863598
## 123 3.671821 2.0899051
## 124 3.735838 2.0934217
## 125 3.752048 2.0969100
## 126 3.716337 2.1003705
## 127 3.700011 2.1038037
## 128 3.650987 2.1072100
## 129 3.664454 2.1105897
## 130 3.726075 2.1139434
## 131 3.799823 2.1172713
## 132 3.674677 2.1205739
## 133 3.714916 2.1238516
## 134 3.823605 2.1271048
## 135 3.872972 2.1303338
## 136 3.641771 2.1335389
## 137 3.806994 2.1367206
## 138 3.706035 2.1398791
## 139 3.713070 2.1430148
## 140 3.582291 2.1461280
## 141 3.714833 2.1492191
## 142 3.788098 2.1522883
## 143 3.805229 2.1553360
## 144 3.640581 2.1583625
## 145 3.689220 2.1613680
## 146 3.690462 2.1643529
## 147 3.621280 2.1673173
## 148 3.665675 2.1702617
## 149 3.726238 2.1731863
## 150 3.680698 2.1760913
## 151 3.746556 2.1789769
## 152 3.790004 2.1818436
## 153 3.687083 2.1846914
## 154 3.713994 2.1875207
## 155 3.801472 2.1903317
## 156 3.743275 2.1931246
## 157 3.535167 2.1958997
## 158 3.751895 2.1986571
## 159 3.636789 2.2013971
## 160 3.986861 2.2041200
## 161 3.768786 2.2068259
## 162 3.760045 2.2095150
## 163 3.747722 2.2121876
## 164 3.709270 2.2148438
## 165 3.676419 2.2174839
## 166 3.721316 2.2201081
## 167 3.727623 2.2227165
## 168 3.780677 2.2253093
## 169 3.660201 2.2278867
## 170 3.814714 2.2304489
## 171 3.785686 2.2329961
## 172 3.647774 2.2355284
## 173 3.795532 2.2380461
## 174 3.634779 2.2405492
## 175 3.690905 2.2430380
## 176 3.722058 2.2455127
## 177 3.838723 2.2479733
## 178 3.518646 2.2504200
## 179 3.725585 2.2528530
## 180 3.732555 2.2552725
## 181 3.822887 2.2576786
## 182 3.772542 2.2600714
## 183 3.692494 2.2624511
## 184 3.752740 2.2648178
## 185 3.736237 2.2671717
## 186 3.851320 2.2695129
## 187 3.642069 2.2718416
## 188 3.758836 2.2741578
## 189 3.567262 2.2764618
## 190 3.850585 2.2787536
## 191 3.712650 2.2810334
## 192 3.766413 2.2833012
## 193 3.800992 2.2855573
## 194 3.799823 2.2878017
## 195 3.999131 2.2900346
## 196 3.697404 2.2922561
## 197 3.766636 2.2944662
## 198 3.659441 2.2966652
## 199 3.708166 2.2988531
## 200 3.789157 2.3010300
## 201 3.743275 2.3031961
## 202 3.689486 2.3053514
## 203 3.599883 2.3074960
## 204 3.569140 2.3096302
## 205 3.842734 2.3117539
## 206 3.773640 2.3138672
## 207 3.867526 2.3159703
## 208 3.693463 2.3180633
## 209 3.810904 2.3201463
## 210 3.738622 2.3222193
## 211 3.824256 2.3242825
## 212 3.809762 2.3263359
## 213 3.727379 2.3283796
## 214 3.755112 2.3304138
## 215 3.649627 2.3324385
## 216 3.768342 2.3344538
## 217 3.808346 2.3364597
## 218 3.736954 2.3384565
## 219 3.848805 2.3404441
## 220 3.878809 2.3424227
## 221 3.909503 2.3443923
## 222 3.691258 2.3463530
## 223 3.767379 2.3483049
## 224 3.765072 2.3502480
## 225 3.869994 2.3521825
## 226 3.782616 2.3541084
## 227 3.741467 2.3560259
## 228 3.784118 2.3579348
## 229 3.714916 2.3598355
## 230 3.652343 2.3617278
## 231 3.712144 2.3636120
## 232 3.780245 2.3654880
## 233 3.609914 2.3673559
## 234 3.751125 2.3692159
## 235 3.807197 2.3710679
## 236 3.628082 2.3729120
## 237 3.721068 2.3747483
## 238 3.739018 2.3765770
## 239 3.791410 2.3783979
## 240 3.656577 2.3802112
## 241 3.922570 2.3820170
## 242 3.829046 2.3838154
## 243 3.712144 2.3856063
## 244 3.538951 2.3873898
## 245 3.667079 2.3891661
## 246 3.644931 2.3909351
## 247 3.806519 2.3926970
## 248 3.747179 2.3944517
## 249 3.649237 2.3961993
## 250 3.754119 2.3979400
## 251 3.726401 2.3996737
## 252 3.768638 2.4014005
## 253 3.692230 2.4031205
## 254 3.723209 2.4048337
## 255 3.785259 2.4065402
## 256 3.799616 2.4082400
## 257 3.662002 2.4099331
## 258 3.725013 2.4116197
## 259 3.569257 2.4132998
## 260 3.739414 2.4149733
## 261 3.777499 2.4166405
## 262 3.763428 2.4183013
## 263 3.583765 2.4199557
## 264 3.799961 2.4216039
## 265 3.752509 2.4232459
## 266 3.693903 2.4248816
## 267 3.887617 2.4265113
## 268 3.837146 2.4281348
## 269 3.739493 2.4297523
## 270 3.782688 2.4313638
## 271 3.861534 2.4329693
## 272 3.764998 2.4345689
## 273 3.727134 2.4361626
## 274 3.756103 2.4377506
## 275 3.887336 2.4393327
## 276 3.747489 2.4409091
## 277 3.690816 2.4424798
## 278 3.770926 2.4440448
## 279 3.607991 2.4456042
## 280 3.678063 2.4471580
## 281 3.793301 2.4487063
## 282 3.818556 2.4502491
## 283 3.667266 2.4517864
## 284 3.716337 2.4533183
## 285 3.703807 2.4548449
## 286 3.674126 2.4563660
## 287 3.731105 2.4578819
## 288 3.723374 2.4593925
## 289 3.773201 2.4608978
## 290 3.789440 2.4623980
## 291 3.669967 2.4638930
## 292 3.573336 2.4653829
## 293 3.753736 2.4668676
## 294 3.650696 2.4683473
## 295 3.689042 2.4698220
## 296 3.779669 2.4712917
## 297 3.860697 2.4727564
## 298 3.638789 2.4742163
## 299 3.678700 2.4756712
## 300 3.656482 2.4771213
## 301 3.737511 2.4785665
## 302 3.761326 2.4800069
## 303 3.788663 2.4814426
## 304 3.852175 2.4828736
## 305 3.690196 2.4842998
## 306 3.864926 2.4857214
## 307 3.718169 2.4871384
## 308 3.764848 2.4885507
## 309 3.660011 2.4899585
## 310 3.880756 2.4913617
## 311 3.700963 2.4927604
## 312 3.745309 2.4941546
## 313 3.796505 2.4955443
## 314 3.783332 2.4969296
## 315 3.752509 2.4983106
## 316 3.644143 2.4996871
## 317 3.633468 2.5010593
## 318 3.902655 2.5024271
## 319 3.675778 2.5037907
## 320 3.780749 2.5051500
## 321 3.832828 2.5065050
## 322 3.516932 2.5078559
## 323 3.790567 2.5092025
## 324 3.731589 2.5105450
## 325 3.702431 2.5118834
## 326 3.697752 2.5132176
## 327 3.694254 2.5145478
## 328 3.590396 2.5158738
## 329 3.671543 2.5171959
head(places)
## V1 V2 V3 V4 V5 V6 V7 V8
## 1 2.716838 3.792392 2.374748 2.965202 3.605413 3.440437 2.998259 3.147676
## 2 2.759668 3.910518 3.219060 2.947434 3.688687 3.387034 3.745387 3.420286
## 3 2.670246 3.865637 2.790988 2.986772 3.403292 3.408240 2.374748 2.933993
## 4 2.677607 3.898067 3.155640 2.785330 3.837778 3.531351 3.667920 3.208710
## 5 2.818885 3.923917 3.267875 3.171141 3.816771 3.480869 3.652826 3.416973
## 6 2.716003 3.764848 2.806180 2.861534 3.388101 3.473049 2.523746 3.007748
## V9 V10
## 1 3.882695 0.0000000
## 2 3.638489 0.3010300
## 3 3.720159 0.4771213
## 4 3.768194 0.6020600
## 5 3.757927 0.6989700
## 6 3.720490 0.7781513
placespc<- places[,1:9]
placespc
## V1 V2 V3 V4 V5 V6 V7 V8
## 1 2.716838 3.792392 2.374748 2.965202 3.605413 3.440437 2.998259 3.147676
## 2 2.759668 3.910518 3.219060 2.947434 3.688687 3.387034 3.745387 3.420286
## 3 2.670246 3.865637 2.790988 2.986772 3.403292 3.408240 2.374748 2.933993
## 4 2.677607 3.898067 3.155640 2.785330 3.837778 3.531351 3.667920 3.208710
## 5 2.818885 3.923917 3.267875 3.171141 3.816771 3.480869 3.652826 3.416973
## 6 2.716003 3.764848 2.806180 2.861534 3.388101 3.473049 2.523746 3.007748
## 7 2.747412 3.918450 2.793092 2.710963 3.459543 3.497483 3.367915 3.048053
## 8 2.729974 3.812044 2.984527 2.848805 3.696793 3.469085 3.172311 3.107210
## 9 2.748963 3.791761 2.635484 2.600973 3.627980 3.443732 2.408240 3.082785
## 10 2.784617 3.815976 2.825426 3.030600 3.690373 3.455150 3.091667 3.044932
## 11 2.946943 4.205394 3.306425 2.992554 3.597037 3.453777 3.750663 3.499137
## 12 2.290035 4.085469 2.778874 3.087426 3.706803 3.382737 3.370328 3.477121
## 13 2.724276 3.756180 2.763428 2.943495 3.457125 3.392521 2.633468 2.923244
## 14 2.771587 3.757775 2.913814 2.989005 3.432488 3.442793 2.227887 2.787460
## 15 2.737193 4.041945 3.399328 3.028164 3.535674 3.524526 3.878464 3.359456
## 16 2.748188 3.742725 2.776701 3.051153 3.484442 3.340246 2.428135 3.066326
## 17 2.597695 3.896361 2.920645 2.720159 3.518251 3.453930 3.066699 3.364551
## 18 2.841359 3.827499 3.080626 2.752816 3.706376 3.475671 3.143327 3.188084
## 19 2.778874 3.825491 2.781755 2.969882 3.270912 3.422590 3.549739 3.000434
## 20 2.842609 3.919914 3.504471 3.116608 3.924744 3.485295 3.878464 3.134177
## 21 2.788875 4.044305 2.804139 3.273696 3.550962 3.466719 2.793092 3.433130
## 22 2.727541 3.798789 3.254790 2.940516 3.401917 3.464639 3.019947 2.960471
## 23 2.675778 4.016365 3.080266 2.914343 3.595827 3.343999 3.586250 3.255273
## 24 2.638489 3.946010 2.893207 3.020775 3.564666 3.486147 3.728759 3.026533
## 25 2.748188 3.906766 2.623249 3.193403 3.571126 3.408918 3.087071 3.195346
## 26 2.753583 3.961326 3.551694 3.238046 3.869525 3.540455 3.990694 3.466126
## 27 2.654177 3.861952 2.892095 2.813581 3.749195 3.467460 3.299943 3.332034
## 28 2.630428 3.907573 2.534026 3.194514 3.522314 3.420781 3.627058 3.150142
## 29 2.721811 3.802226 2.954243 3.013259 3.667640 3.394977 2.549003 3.216957
## 30 2.626340 3.798513 2.789581 3.118265 3.444357 3.438542 3.254064 3.258398
## 31 2.767898 3.895754 2.935003 2.491362 3.471292 3.403978 3.108565 3.170262
## 32 2.887617 3.920593 2.380211 2.916454 3.577032 3.443732 3.114611 3.505150
## 33 2.752816 3.830011 2.755875 3.075547 3.475526 3.405688 1.897627 3.169380
## 34 2.747412 4.164561 3.425045 2.932981 3.545431 3.562650 3.968670 3.282849
## 35 2.655138 3.919862 2.680336 2.908485 3.798305 3.478278 2.890980 3.310906
## 36 2.766413 3.810098 2.644439 2.908485 3.400711 3.413635 2.831870 3.323458
## 37 2.740363 3.916822 3.003029 2.618048 3.656002 3.484585 3.203848 3.236033
## 38 2.786751 3.833211 3.228400 3.050380 3.714078 3.454997 3.597476 3.091315
## 39 2.173186 3.922466 2.905256 2.615950 3.633771 3.429106 3.083144 3.212188
## 40 2.746634 3.848559 2.863917 2.817565 3.242044 3.458336 3.332842 3.298853
## 41 2.687529 3.937217 2.911158 2.828015 3.770042 3.455454 3.167317 3.205475
## 42 2.772322 3.914925 2.656098 2.944483 3.817896 3.378580 3.377488 3.223236
## 43 2.794488 4.064795 3.724358 3.084576 3.832573 3.541454 4.323087 3.486572
## 44 2.661813 4.076058 2.983175 3.036629 3.851747 3.412796 3.563837 3.603361
## 45 2.643453 3.916033 2.522444 3.038620 3.580355 3.433290 2.187521 3.130012
## 46 2.626340 3.923969 2.641474 2.885361 3.378580 3.434249 3.177825 3.179552
## 47 2.907411 3.957128 2.491362 2.813581 3.222716 3.405517 2.582063 3.295127
## 48 2.811575 4.128044 3.406540 2.974512 3.504743 3.481299 3.922622 3.281715
## 49 2.712650 4.001777 2.989005 2.736397 3.652730 3.419625 2.710963 2.890421
## 50 2.759668 3.917138 2.961895 3.125806 3.580925 3.436004 3.301247 3.085291
## 51 2.643453 3.730459 1.959041 2.988559 3.494015 3.382557 2.209515 3.477121
## 52 2.583199 3.915294 2.806180 3.006894 3.403121 3.473195 3.301464 3.150142
## 53 2.756636 3.906551 3.391817 2.987219 3.731105 3.494294 3.932829 3.387568
## 54 2.804139 3.790918 2.997386 2.849419 3.281033 3.401228 2.117271 2.845718
## 55 2.583199 3.985561 3.257439 2.693727 3.854063 3.521530 3.240799 3.525951
## 56 2.759668 3.865222 2.646404 2.812913 3.631342 3.439964 2.995196 3.063333
## 57 2.603144 3.992951 2.537819 2.995196 3.644439 3.389698 2.481443 3.156852
## 58 2.637490 3.890645 2.922725 2.853698 3.721811 3.418135 2.956168 3.176381
## 59 2.720159 3.935860 2.827369 3.009451 3.871981 3.497897 3.343014 3.230449
## 60 2.755112 3.869349 3.165244 3.174641 3.623973 3.500236 3.476107 3.408410
## 61 2.797268 3.891482 2.850033 2.857935 3.737987 3.461499 3.415808 2.926342
## 62 2.808886 3.855459 2.999565 3.104828 3.785259 3.481586 3.634779 3.092018
## 63 2.790988 3.979138 3.129690 2.878522 3.781109 3.542701 3.152900 3.231470
## 64 2.760422 3.791620 2.751279 2.975891 3.531607 3.382917 3.394977 3.092721
## 65 2.710963 4.037944 3.760875 3.014521 3.888853 3.542327 4.395256 3.455758
## 66 2.780317 3.933841 2.385606 2.976350 3.609274 3.494989 3.216694 3.188366
## 67 2.766413 3.910784 3.330008 2.990339 3.759517 3.465085 3.986234 3.389343
## 68 2.735599 3.778658 2.649335 2.866878 3.347525 3.423901 2.045323 3.346157
## 69 2.762679 3.962275 3.500648 3.056142 3.865282 3.473049 4.103085 3.518514
## 70 2.720986 3.929879 2.857935 3.035830 3.530072 3.439964 3.242790 3.375664
## 71 2.733197 3.886604 3.290257 3.027350 3.590284 3.376029 3.459694 3.124178
## 72 2.720986 3.876160 3.152594 3.182985 3.767823 3.463594 3.396025 3.171434
## 73 2.713491 3.764699 2.920645 2.913814 3.476397 3.425697 3.269746 3.084219
## 74 2.746634 3.908110 3.264109 3.038223 3.639885 3.466571 3.822691 3.305351
## 75 2.558709 3.840671 2.660865 3.125481 3.559428 3.453318 3.299289 3.308991
## 76 2.771587 3.782042 2.880814 2.527630 3.569257 3.526727 2.571709 3.015360
## 77 2.735599 3.969323 3.451018 3.184407 3.793301 3.514415 4.018617 3.363612
## 78 2.755112 4.158965 3.371068 2.738781 3.433770 3.481299 3.870111 3.196453
## 79 2.736397 3.756560 2.773055 2.578639 3.499824 3.468790 1.929419 2.699838
## 80 2.643453 3.907573 3.046495 2.921166 3.591843 3.462548 3.007321 3.283301
## 81 2.735599 3.882809 3.352761 3.061075 3.678973 3.442793 3.841046 3.049993
## 82 2.748963 3.857513 2.859138 3.129368 3.614581 3.416973 2.907949 3.598462
## 83 2.681241 3.868938 2.864511 2.952792 3.587374 3.428621 2.474216 3.087071
## 84 2.716838 4.032981 3.403635 3.135133 3.910891 3.497621 3.928242 3.366236
## 85 2.647383 3.904607 3.098990 3.018700 3.742018 3.417139 3.268812 3.255755
## 86 2.729165 3.930694 3.617210 3.200577 3.681964 3.486289 4.016574 3.394977
## 87 2.526339 3.756484 2.773055 2.968483 3.348694 3.348305 2.068186 2.853698
## 88 2.622214 3.902710 2.806180 2.756636 3.564429 3.431525 2.531479 3.200577
## 89 2.285557 3.781037 3.064083 2.688420 3.716421 3.418135 3.376029 3.492341
## 90 2.729974 3.812980 2.647383 3.039811 3.815511 3.419956 2.956168 3.206826
## 91 2.409933 3.849911 2.902003 2.636488 3.504743 3.471292 3.256958 3.145196
## 92 2.772322 3.865874 2.722634 3.121560 3.568788 3.394277 3.579784 3.041787
## 93 2.716838 3.817764 2.775246 2.719331 3.619928 3.404320 2.547775 3.009876
## 94 2.669317 3.849911 2.749736 2.764923 3.521661 3.477121 3.020361 3.204120
## 95 2.663701 3.834357 2.796574 2.926857 3.363988 3.441538 2.332438 3.079181
## 96 2.781755 3.887336 2.723456 2.802774 3.759970 3.421768 3.307924 3.127105
## 97 2.869818 3.971740 2.731589 2.941511 3.723702 3.493876 3.420121 3.531479
## 98 2.740363 3.828853 2.893762 2.936514 3.543571 3.446692 3.273233 3.210051
## 99 2.808211 3.955062 2.954243 2.935003 3.662947 3.387212 2.874482 3.302114
## 100 2.170262 3.912116 2.963788 2.701568 3.801061 3.398981 3.324488 3.150449
## 101 2.748963 3.797545 2.940516 3.060698 3.643650 3.484442 2.926342 2.850646
## 102 2.739572 3.825166 2.773786 2.736397 3.554004 3.368101 3.282169 3.229170
## 103 2.705008 3.916559 2.816241 2.816241 3.351023 3.447003 2.431364 2.897627
## 104 2.732394 3.857574 2.859739 3.222976 3.691258 3.399847 3.335057 3.131939
## 105 2.737193 3.775392 2.783189 2.712650 3.162564 3.385070 3.009026 2.997386
## 106 2.741939 3.813448 2.912753 3.125156 3.695744 3.492621 2.797960 2.903090
## 107 2.690196 3.997867 2.863917 2.871573 3.421110 3.382557 3.206556 3.623249
## 108 2.757396 4.033826 3.097604 3.186391 3.621799 3.436799 3.306854 3.390051
## 109 2.534026 3.968390 2.737193 2.895975 3.661150 3.436004 2.579784 3.602603
## 110 2.779596 3.946551 2.721811 3.152900 3.331022 3.498862 2.565848 3.313445
## 111 2.683047 3.762228 2.668386 2.821514 3.490239 3.466423 2.161368 3.239550
## 112 2.729165 3.878177 2.684845 2.735599 3.460296 3.448552 1.939519 3.320562
## 113 2.706718 3.828209 3.025306 2.851258 3.733679 3.442793 3.454235 3.233250
## 114 2.722634 3.900695 3.016197 3.129690 3.650502 3.419460 3.810636 3.374015
## 115 2.747412 3.968062 2.567026 3.171141 3.642267 3.381476 3.555820 3.474799
## 116 2.720986 3.730944 2.793790 2.874482 3.337260 3.361539 2.184691 2.477121
## 117 2.604226 3.868527 3.238297 3.219585 3.547405 3.490520 3.523096 3.092370
## 118 2.861534 3.890253 3.157457 3.083861 3.534407 3.448552 3.244525 3.477121
## 119 2.683947 3.883150 3.134814 2.998259 3.767527 3.402433 3.614370 3.287802
## 120 2.677607 3.852480 1.633468 2.754348 3.350442 3.427161 2.780317 3.274850
## 121 2.021189 3.897517 3.044932 2.603144 3.747179 3.434729 3.283527 3.115278
## 122 2.710117 3.890980 3.105169 2.978637 3.538322 3.432167 3.512551 3.280806
## 123 2.612784 3.853881 2.824126 2.898725 3.573684 3.437275 2.603144 3.337659
## 124 2.690196 3.914766 2.848805 2.997386 3.215109 3.455454 3.098298 2.868644
## 125 2.564666 3.924331 2.961895 2.765669 3.578983 3.418633 3.406029 3.284431
## 126 2.796574 3.849051 3.228913 2.985426 3.648653 3.489958 3.622007 3.217747
## 127 2.816241 3.801815 3.100371 3.073718 3.596597 3.510009 3.409764 3.149219
## 128 2.754348 3.890030 2.912753 2.797268 3.535421 3.475671 2.916454 3.173478
## 129 2.733999 3.915241 3.054996 2.950365 3.523486 3.438859 3.364739 3.205204
## 130 2.745075 3.897132 3.319522 2.798651 3.789863 3.508395 3.488974 3.185259
## 131 2.712650 4.066400 3.401573 3.106871 3.852480 3.559667 3.558228 3.252853
## 132 2.794488 3.829947 3.002598 2.883661 3.431846 3.435526 2.274158 2.901458
## 133 2.855519 4.230985 3.113275 2.949878 3.771661 3.398287 3.855398 3.568554
## 134 2.630428 3.850891 2.765669 2.602060 3.058805 3.299943 2.860338 3.431364
## 135 2.627366 3.989450 3.392169 3.175802 3.665206 3.514681 4.044265 3.261263
## 136 2.803457 3.821645 2.942008 2.822822 3.602169 3.402261 3.341435 2.924279
## 137 2.778151 3.798167 2.835691 2.965672 3.425045 3.353532 3.283527 3.031408
## 138 2.745855 3.845842 3.350829 3.000000 3.763727 3.429752 3.802637 3.280123
## 139 2.637490 3.974466 3.386856 2.919078 3.442480 3.453624 3.353147 3.177825
## 140 2.714330 3.832126 2.831870 3.009026 3.681241 3.423901 2.509203 3.286232
## 141 2.614897 3.860038 3.253338 3.037825 3.691700 3.495544 3.506370 3.154424
## 142 2.659916 3.821251 3.072250 3.083144 3.749040 3.484015 3.334856 3.459995
## 143 2.751279 3.786112 2.869232 2.985426 3.250420 3.422590 2.753583 3.070776
## 144 2.668386 3.871981 2.845098 2.933487 3.490239 3.403464 3.038223 3.208173
## 145 2.778874 3.944976 3.245266 3.156549 3.697404 3.410609 3.870404 3.000434
## 146 2.821514 3.786680 3.061452 2.627366 3.403464 3.466126 3.284431 3.333447
## 147 2.737987 3.814514 2.863917 2.547775 3.637790 3.429914 2.823474 2.955688
## 148 2.680336 3.969742 3.024486 2.922725 3.666986 3.457579 3.502017 3.213783
## 149 2.763428 3.712566 2.698970 2.797960 3.368287 3.458033 1.903090 2.903633
## 150 2.721811 3.898670 3.018284 3.049218 3.733919 3.461799 3.316180 3.335057
## 151 2.683947 3.859138 2.784617 2.989450 3.537063 3.455606 1.875061 3.048830
## 152 2.739572 3.909877 3.233250 3.057666 3.699491 3.481156 3.067071 3.019116
## 153 2.739572 3.849788 3.287578 3.166726 3.768564 3.469675 3.744528 3.310268
## 154 2.695482 3.930236 3.028164 2.959518 3.650599 3.465085 3.584783 3.347135
## 155 2.562293 3.810434 2.599883 2.865104 3.456670 3.500648 2.963788 2.968950
## 156 2.826075 3.825556 2.982271 2.793790 3.630733 3.441066 3.519697 3.400365
## 157 2.709270 3.820595 2.775246 2.615950 3.259355 3.462997 2.454845 3.000000
## 158 2.546543 3.919601 2.836324 2.829947 3.785045 3.481012 3.166134 3.290702
## 159 2.693727 3.890868 2.816241 2.667453 3.695131 3.469085 3.349278 3.258637
## 160 2.632457 3.933082 2.738781 3.012837 3.721646 3.362671 3.248464 3.239049
## 161 2.671173 3.840169 2.496930 3.038620 3.550106 3.368473 3.163161 3.268344
## 162 2.710963 4.123263 3.092370 2.914872 3.534280 3.416141 3.573568 3.386499
## 163 2.487138 3.824776 2.509203 3.137671 3.533009 3.476832 2.489958 3.400192
## 164 2.747412 3.936061 3.045714 2.615950 3.591955 3.490941 3.006466 3.059563
## 165 2.681241 3.898012 3.137037 2.951338 3.744840 3.461048 3.623869 3.206556
## 166 2.627366 3.789016 2.667453 3.021189 3.521400 3.451326 2.176091 2.846337
## 167 2.741939 3.842734 2.769377 3.163460 3.475526 3.437116 3.447778 3.206556
## 168 2.745075 3.995898 2.614897 3.281715 3.770852 3.350442 3.200303 3.601625
## 169 2.710117 3.874888 2.793092 3.007748 3.467016 3.431364 3.498311 3.243534
## 170 2.738781 4.017618 3.079904 2.958564 3.553276 3.394277 3.324488 3.273927
## 171 2.680336 3.767156 2.678518 3.062958 3.374015 3.375664 3.107210 3.244772
## 172 2.690196 3.837336 2.880242 2.883093 3.468495 3.430398 2.866878 3.267875
## 173 2.802774 3.921166 3.269513 3.023252 3.610660 3.456518 3.555820 3.147058
## 174 2.717671 3.844229 2.869818 2.931966 3.611086 3.419791 3.130977 3.154728
## 175 2.599883 3.916770 2.889302 2.897077 3.749582 3.459091 3.655427 3.256237
## 176 2.696356 3.861534 3.269746 3.123198 3.621799 3.411788 3.338456 3.164947
## 177 2.698970 3.820070 2.706718 2.989450 3.428135 3.449633 2.523746 2.921166
## 178 2.762679 3.919549 3.043362 2.784617 3.559787 3.411956 3.409087 3.204663
## 179 2.946943 4.142014 3.712060 3.292256 3.637990 3.504471 4.372304 3.596377
## 180 2.789581 3.833275 3.324488 2.971740 3.733999 3.481156 3.691612 3.288249
## 181 2.720986 3.984077 3.034628 2.913284 3.582063 3.394277 3.485295 3.052694
## 182 2.781037 3.844477 2.954243 3.206286 3.618884 3.405688 3.531734 3.230960
## 183 2.807535 3.840984 2.864511 2.808211 3.690993 3.447623 3.033021 3.158061
## 184 2.650308 3.794836 2.773055 2.893762 3.497483 3.423410 3.156852 3.080626
## 185 2.577492 3.995504 3.336059 2.891537 3.784189 3.483872 3.709524 3.288696
## 186 2.606381 3.993877 2.867467 2.801404 3.662286 3.435844 2.676694 2.922725
## 187 2.746634 3.837652 2.481443 3.030195 3.458789 3.458033 2.743510 3.054230
## 188 2.376577 3.727948 2.570543 2.922206 3.325721 3.422261 3.090258 3.024896
## 189 2.786041 3.954628 2.408240 2.862131 3.545555 3.446692 3.268578 3.151063
## 190 2.764923 3.940566 2.713491 3.016616 3.408240 3.449324 2.640481 3.579784
## 191 2.710963 3.846028 3.310268 3.172603 3.795672 3.447778 3.651859 3.299725
## 192 2.802089 4.011444 3.364363 3.390759 3.716170 3.459242 3.684576 3.633468
## 193 2.747412 4.084040 3.413132 2.839478 3.623042 3.548881 3.906227 3.203033
## 194 2.773055 4.066400 2.946452 2.810233 3.666143 3.495267 2.863323 3.225826
## 195 2.780317 3.938119 1.986772 3.066699 3.725095 3.383097 2.641474 3.176670
## 196 2.662758 4.007577 3.484727 2.916980 3.694166 3.483445 3.942801 3.462697
## 197 2.466868 3.980412 3.594834 2.957128 3.748653 3.478999 4.068705 3.334051
## 198 2.645422 3.826334 3.167022 3.179264 3.524396 3.443889 3.246499 3.335257
## 199 2.805501 3.936011 2.540329 3.062206 3.301030 3.417638 2.800029 2.920645
## 200 2.788875 4.066699 3.394802 2.913284 3.429752 3.445137 3.878694 3.549494
## 201 2.658011 3.791691 2.519828 2.980912 3.557026 3.389698 3.184123 3.187803
## 202 2.683947 3.829561 2.920123 2.911158 3.545183 3.378034 3.137987 3.046105
## 203 2.724276 3.763428 2.977266 2.893762 3.635986 3.472025 3.397592 3.154728
## 204 2.763428 3.805569 2.844477 3.186674 3.525434 3.419956 2.723456 3.425860
## 205 2.730782 4.031691 2.930949 2.655138 3.521138 3.435844 3.326745 3.182700
## 206 2.778151 3.892095 3.267172 2.992995 3.701568 3.441381 3.637690 3.266937
## 207 2.816904 4.046807 3.593175 2.752816 3.326131 3.509740 3.936514 3.568788
## 208 2.808211 3.907787 2.715167 3.005181 3.507721 3.387212 2.884229 3.161368
## 209 2.712650 4.021561 3.095169 2.955688 3.690196 3.495267 3.133539 3.085291
## 210 2.765669 4.059185 3.315551 2.950851 3.773640 3.543447 3.894980 3.205204
## 211 2.765669 4.009366 2.745075 2.801404 3.653695 3.511081 3.065953 3.358125
## 212 2.697229 3.930185 3.412629 3.205204 3.660771 3.476397 3.901894 3.544068
## 213 2.804821 4.125741 3.894870 3.397592 3.935759 3.474799 4.753928 3.553762
## 214 2.778874 4.152900 3.613419 3.164650 3.545802 3.526598 4.153022 3.259594
## 215 2.743510 3.885700 2.705008 2.889302 3.745153 3.404492 2.984977 3.272538
## 216 2.800717 3.932879 3.286007 2.998695 3.507181 3.479143 3.850462 3.471878
## 217 2.811575 4.304297 3.403121 2.795880 3.548512 3.481299 3.861714 3.355643
## 218 2.959041 4.118430 3.373280 3.185542 3.808211 3.422590 3.789722 3.379124
## 219 2.522444 3.829304 2.689309 3.122871 3.579555 3.456973 2.424882 3.490661
## 220 2.780317 3.825361 2.584331 3.229938 3.288696 3.434729 2.413300 2.954243
## 221 2.743510 3.856487 3.210319 3.112940 3.649237 3.463594 3.685114 3.241048
## 222 2.860937 3.917138 2.528917 2.876218 3.610979 3.419129 2.850033 3.161667
## 223 2.643453 3.852968 3.408070 3.003461 3.763877 3.486997 3.578295 3.296007
## 224 2.706718 4.007449 3.197005 2.905256 3.518382 3.439964 3.844291 3.270912
## 225 2.659916 3.913602 2.883661 3.222976 3.769894 3.473633 3.428297 3.459543
## 226 2.719331 3.829947 2.909556 2.754348 3.356599 3.396374 2.905256 2.930440
## 227 2.949390 4.146128 3.043755 2.898176 3.349860 3.333447 3.442323 3.329398
## 228 2.729165 3.804344 2.303196 3.128399 3.443732 3.397940 2.877947 3.319938
## 229 2.790285 3.823279 2.822822 2.688420 3.643354 3.398461 1.959041 3.059942
## 230 2.766413 3.795741 2.773055 2.771587 3.243038 3.230704 2.190332 3.291369
## 231 2.767898 3.975983 3.048053 2.871573 3.675595 3.485437 2.681241 3.179839
## 232 2.729165 3.811508 2.750508 3.167908 3.465085 3.464490 3.290925 3.334454
## 233 2.691081 3.923658 3.073352 2.964260 3.472318 3.389520 3.360593 3.227372
## 234 2.799341 3.919601 3.712481 3.024896 3.771073 3.577607 4.237292 3.296446
## 235 2.729165 3.950414 3.199755 3.103119 3.674769 3.468643 3.660201 3.393048
## 236 2.665581 3.753889 2.790285 3.067815 3.222976 3.407221 2.571709 2.899273
## 237 2.767898 3.908431 3.533136 2.836957 3.749427 3.549494 4.044108 3.331427
## 238 2.683047 3.892484 2.841359 2.804821 3.575072 3.513750 2.357935 3.152288
## 239 2.683947 3.908485 2.921166 2.915400 3.714749 3.473195 3.371253 3.527114
## 240 2.885361 3.996161 3.201397 3.177248 3.774298 3.524136 3.712650 3.403464
## 241 2.671173 3.998521 2.775246 2.676694 3.365675 3.480869 2.217484 3.143015
## 242 2.688420 3.999174 2.550228 2.801404 3.619719 3.462098 2.894870 3.222716
## 243 2.767898 3.967267 3.392169 2.999131 3.738305 3.551206 3.789016 3.354685
## 244 2.698970 3.969463 2.296665 2.685742 3.657629 3.417970 3.297761 3.518514
## 245 2.696356 3.821972 2.670246 3.072250 3.544192 3.423737 3.116276 3.209247
## 246 2.695482 3.951483 2.968950 3.023252 3.551206 3.436481 3.068557 3.304491
## 247 2.810904 3.915400 3.541080 2.991669 3.815843 3.538448 3.758155 3.205746
## 248 2.788168 3.881613 3.062206 2.717671 3.494155 3.481156 3.044540 3.190051
## 249 2.822168 3.933690 2.437751 2.950365 3.757927 3.392873 2.926857 3.384533
## 250 2.728354 4.095134 2.788875 3.047664 3.830396 3.402949 3.344392 3.377670
## 251 2.822168 3.927422 2.477121 2.891537 3.673390 3.237544 2.723456 3.080626
## 252 2.767156 3.921322 3.388811 3.031812 3.824776 3.468347 3.755646 3.288473
## 253 2.788875 3.989183 3.342620 3.168792 3.497068 3.414305 3.726483 3.282849
## 254 2.814248 3.873669 3.015360 2.894316 3.587935 3.435048 3.101403 3.308778
## 255 2.488551 3.963457 3.472171 2.640481 3.643354 3.329194 2.885926 3.176959
## 256 2.729165 3.934953 3.294246 2.951338 3.713070 3.554126 3.842360 3.424718
## 257 2.668386 3.879898 2.986324 3.062958 3.475235 3.428135 3.011147 2.969882
## 258 2.760422 3.993657 3.011570 3.134496 3.707315 3.446071 3.651569 3.362859
## 259 2.711807 3.867350 3.009451 3.028571 3.503246 3.442793 3.232488 3.313656
## 260 2.290035 3.859439 2.780317 2.535294 3.659441 3.398287 3.272074 3.196453
## 261 2.676694 3.747334 2.348305 2.986324 3.429591 3.466423 2.943989 3.102091
## 262 2.729974 3.881099 3.454845 3.115943 3.852419 3.547775 3.949195 3.350829
## 263 2.854913 3.923140 2.874482 3.006038 3.675045 3.515609 2.839478 3.272538
## 264 2.808886 4.065281 3.090611 2.690196 3.538951 3.436004 3.515344 3.349083
## 265 2.925828 4.141073 2.546543 3.044148 3.619093 3.387212 3.001734 3.502291
## 266 2.733197 3.976167 3.212454 2.986324 3.794349 3.369216 3.742568 3.591065
## 267 2.688420 3.800786 2.372912 3.013680 3.468052 3.432488 3.114277 3.055378
## 268 2.599883 3.838723 3.126131 3.078094 3.731347 3.468052 3.632963 3.178689
## 269 2.955688 4.160318 3.383097 3.040998 3.739493 3.446226 3.945370 3.524656
## 270 2.959041 4.234467 3.571243 3.209247 3.919026 3.527759 4.153083 3.662758
## 271 2.929419 4.205421 3.325721 3.027350 3.718003 3.432809 3.809290 3.293141
## 272 2.931966 4.191647 2.725912 3.011147 3.752970 3.434409 3.428783 3.518514
## 273 2.925828 4.155427 3.014940 2.984077 3.699838 3.416807 3.573800 3.231215
## 274 2.864511 4.111632 3.022016 2.959995 3.520221 3.434888 3.538699 3.353147
## 275 2.592177 3.980458 2.903633 2.972666 3.573104 3.419295 2.912222 3.403978
## 276 2.733999 3.838597 3.035029 3.207904 3.775100 3.390228 3.354493 3.349666
## 277 2.759668 3.825880 3.086004 2.570543 3.566202 3.509203 3.262925 3.141763
## 278 2.907411 4.007876 3.433770 3.068186 3.821775 3.432969 3.981229 3.681241
## 279 2.755875 3.825880 2.845098 2.584331 3.304706 3.480294 1.716003 3.041393
## 280 2.645422 3.909610 2.773055 2.653213 3.538825 3.407731 2.428135 3.119256
## 281 2.719331 3.757548 2.595496 3.014940 3.283753 3.423574 1.832509 2.971740
## 282 2.705864 3.815179 3.159868 3.078094 3.643551 3.456062 3.451172 3.142702
## 283 2.585461 3.814780 2.927370 2.880242 3.635081 3.426999 3.143951 3.133219
## 284 2.440909 3.902166 3.017451 2.745075 3.797337 3.423410 2.667453 3.121888
## 285 2.736397 3.773640 2.919078 3.016197 3.750817 3.458487 3.426836 3.259833
## 286 2.758912 3.840545 2.696356 2.939020 3.743039 3.443106 3.475381 3.180986
## 287 2.719331 3.896636 3.273464 3.088136 3.790426 3.488269 3.297323 3.186391
## 288 2.656098 3.905202 2.851258 3.083503 3.789510 3.547159 3.539829 3.180126
## 289 2.735599 3.802295 2.761176 2.950365 3.582972 3.432809 3.213252 3.239800
## 290 2.811575 4.373647 3.416641 2.921686 3.492760 3.481299 3.895699 3.237795
## 291 2.759668 3.924538 2.786751 2.732394 3.437751 3.500922 3.104146 3.079181
## 292 2.733999 3.818094 2.703291 2.621176 3.185259 3.426836 2.167317 3.164353
## 293 2.795880 3.928088 2.534026 3.144574 3.646110 3.333447 3.198382 3.212188
## 294 2.738781 3.884795 3.017033 2.838219 3.842047 3.497483 3.705864 3.454997
## 295 2.907411 3.890421 2.731589 3.065206 3.674861 3.405858 3.633165 3.602060
## 296 2.606381 3.904661 2.568202 3.064832 3.742725 3.445604 3.338656 3.286905
## 297 2.643453 3.871690 3.075182 3.174060 3.747256 3.483445 3.702431 3.468790
## 298 2.745855 3.742489 2.656098 2.799341 3.550228 3.478855 3.088490 3.146438
## 299 2.669317 3.757168 2.535294 2.914872 3.404320 3.462248 1.799341 2.825426
## 300 2.714330 3.890253 3.240050 2.999131 3.726156 3.455150 3.642366 3.290480
## 301 2.699838 3.851870 3.059942 2.999565 3.728191 3.446382 3.212720 3.057286
## 302 2.803457 4.025961 3.137354 3.072250 3.679973 3.519959 3.701482 3.216430
## 303 2.770115 3.931865 3.100026 3.146128 3.643156 3.428944 3.689220 3.495683
## 304 2.724276 3.874945 3.198932 3.033424 3.574957 3.419625 3.628185 3.306211
## 305 2.672098 3.810501 2.828660 3.006038 3.674218 3.378398 3.155943 3.037426
## 306 2.698970 3.863204 2.827369 2.980003 3.539076 3.516271 2.606381 2.800029
## 307 2.738781 3.828918 2.592177 2.602060 3.662002 3.472756 2.933487 3.243038
## 308 2.914343 4.021313 3.033021 2.984077 3.618362 3.397592 3.471585 3.192846
## 309 2.885361 3.954966 2.713491 2.876218 3.581722 3.367729 3.192289 3.165541
## 310 2.526339 3.853881 2.414973 3.038223 3.381476 3.430720 1.939519 3.149219
## 311 2.788875 3.863025 2.906874 3.054996 3.616265 3.438859 3.321598 3.168497
## 312 2.734800 3.890868 2.322219 3.053846 3.490520 3.327972 2.708421 3.447158
## 313 2.614897 3.785757 2.730782 3.066699 3.479719 3.457428 3.057286 3.096215
## 314 2.800029 4.137481 3.639586 3.119586 3.915716 3.560504 4.336480 3.198107
## 315 2.755112 4.001041 3.085647 2.897077 3.386321 3.476397 2.502427 2.975891
## 316 2.540329 3.896581 2.966142 2.845098 3.525174 3.460748 3.477121 3.278754
## 317 2.488551 3.883207 2.912753 2.645422 3.543571 3.439175 2.881385 3.218536
## 318 2.706718 4.021685 2.574031 3.251151 3.716087 3.508395 3.460597 3.576572
## 319 2.733999 3.817962 2.898176 2.488551 3.389166 3.477411 2.625312 3.104146
## 320 2.693727 3.848866 2.906335 3.065953 3.594724 3.474362 3.475235 3.178401
## 321 2.658965 3.806451 2.739572 3.071514 3.446071 3.438859 2.777427 3.051538
## 322 2.746634 3.862370 2.934498 2.666518 3.490941 3.463296 2.292256 2.860937
## 323 2.775974 3.899109 3.159868 3.047275 3.656290 3.493040 3.657534 3.283979
## 324 2.751279 3.836197 3.040998 3.153205 3.462997 3.458789 3.032216 3.426186
## 325 2.749736 3.940267 3.256477 2.832509 3.561459 3.518382 3.251395 2.959041
## 326 2.728354 3.808886 2.501059 3.043755 3.571825 3.396374 2.998259 3.330414
## 327 2.732394 3.922777 2.853090 2.643453 3.355452 3.462847 3.009451 2.925312
## 328 2.755875 3.846399 3.040207 2.972203 3.528145 3.465383 3.446692 3.122871
## 329 2.783904 3.896251 2.326336 3.071514 3.442166 3.377852 2.086360 2.962843
## V9
## 1 3.882695
## 2 3.638489
## 3 3.720159
## 4 3.768194
## 5 3.757927
## 6 3.720490
## 7 3.707315
## 8 3.763053
## 9 3.626340
## 10 3.795254
## 11 3.793790
## 12 3.884682
## 13 3.527630
## 14 3.629613
## 15 3.660771
## 16 3.674861
## 17 3.722222
## 18 3.715669
## 19 3.715418
## 20 3.800373
## 21 3.908860
## 22 3.734880
## 23 3.707315
## 24 3.871515
## 25 3.782186
## 26 3.740600
## 27 3.713659
## 28 3.799892
## 29 3.602928
## 30 3.779524
## 31 3.494015
## 32 3.628082
## 33 3.560504
## 34 3.779308
## 35 3.771808
## 36 3.763503
## 37 3.749272
## 38 3.685114
## 39 3.779524
## 40 3.683857
## 41 3.768120
## 42 3.665862
## 43 3.803662
## 44 3.852907
## 45 3.871398
## 46 3.779596
## 47 3.753660
## 48 3.857152
## 49 3.814714
## 50 3.838849
## 51 3.696182
## 52 3.905256
## 53 3.703033
## 54 3.754348
## 55 3.827757
## 56 3.685473
## 57 3.799547
## 58 3.699751
## 59 3.739177
## 60 3.712060
## 61 3.720738
## 62 3.753660
## 63 3.782114
## 64 3.651956
## 65 3.716421
## 66 3.724849
## 67 3.721811
## 68 3.688420
## 69 3.688331
## 70 3.886434
## 71 3.711554
## 72 3.722552
## 73 3.682326
## 74 3.713070
## 75 3.825426
## 76 3.675870
## 77 3.887054
## 78 3.848805
## 79 3.652343
## 80 3.698709
## 81 3.656290
## 82 3.819017
## 83 3.630835
## 84 3.855156
## 85 3.728029
## 86 3.591510
## 87 3.736635
## 88 3.596487
## 89 3.593508
## 90 3.786254
## 91 3.728191
## 92 3.705864
## 93 3.624695
## 94 3.682416
## 95 3.917400
## 96 3.633367
## 97 3.483587
## 98 3.716504
## 99 3.688776
## 100 3.747722
## 101 3.720573
## 102 3.665675
## 103 3.707400
## 104 3.571010
## 105 3.652440
## 106 3.685025
## 107 3.821579
## 108 3.853455
## 109 3.855277
## 110 3.901622
## 111 3.685652
## 112 3.802226
## 113 3.622732
## 114 3.836451
## 115 3.759366
## 116 3.625312
## 117 3.758836
## 118 3.780029
## 119 3.582745
## 120 3.713154
## 121 3.751741
## 122 3.685563
## 123 3.671821
## 124 3.735838
## 125 3.752048
## 126 3.716337
## 127 3.700011
## 128 3.650987
## 129 3.664454
## 130 3.726075
## 131 3.799823
## 132 3.674677
## 133 3.714916
## 134 3.823605
## 135 3.872972
## 136 3.641771
## 137 3.806994
## 138 3.706035
## 139 3.713070
## 140 3.582291
## 141 3.714833
## 142 3.788098
## 143 3.805229
## 144 3.640581
## 145 3.689220
## 146 3.690462
## 147 3.621280
## 148 3.665675
## 149 3.726238
## 150 3.680698
## 151 3.746556
## 152 3.790004
## 153 3.687083
## 154 3.713994
## 155 3.801472
## 156 3.743275
## 157 3.535167
## 158 3.751895
## 159 3.636789
## 160 3.986861
## 161 3.768786
## 162 3.760045
## 163 3.747722
## 164 3.709270
## 165 3.676419
## 166 3.721316
## 167 3.727623
## 168 3.780677
## 169 3.660201
## 170 3.814714
## 171 3.785686
## 172 3.647774
## 173 3.795532
## 174 3.634779
## 175 3.690905
## 176 3.722058
## 177 3.838723
## 178 3.518646
## 179 3.725585
## 180 3.732555
## 181 3.822887
## 182 3.772542
## 183 3.692494
## 184 3.752740
## 185 3.736237
## 186 3.851320
## 187 3.642069
## 188 3.758836
## 189 3.567262
## 190 3.850585
## 191 3.712650
## 192 3.766413
## 193 3.800992
## 194 3.799823
## 195 3.999131
## 196 3.697404
## 197 3.766636
## 198 3.659441
## 199 3.708166
## 200 3.789157
## 201 3.743275
## 202 3.689486
## 203 3.599883
## 204 3.569140
## 205 3.842734
## 206 3.773640
## 207 3.867526
## 208 3.693463
## 209 3.810904
## 210 3.738622
## 211 3.824256
## 212 3.809762
## 213 3.727379
## 214 3.755112
## 215 3.649627
## 216 3.768342
## 217 3.808346
## 218 3.736954
## 219 3.848805
## 220 3.878809
## 221 3.909503
## 222 3.691258
## 223 3.767379
## 224 3.765072
## 225 3.869994
## 226 3.782616
## 227 3.741467
## 228 3.784118
## 229 3.714916
## 230 3.652343
## 231 3.712144
## 232 3.780245
## 233 3.609914
## 234 3.751125
## 235 3.807197
## 236 3.628082
## 237 3.721068
## 238 3.739018
## 239 3.791410
## 240 3.656577
## 241 3.922570
## 242 3.829046
## 243 3.712144
## 244 3.538951
## 245 3.667079
## 246 3.644931
## 247 3.806519
## 248 3.747179
## 249 3.649237
## 250 3.754119
## 251 3.726401
## 252 3.768638
## 253 3.692230
## 254 3.723209
## 255 3.785259
## 256 3.799616
## 257 3.662002
## 258 3.725013
## 259 3.569257
## 260 3.739414
## 261 3.777499
## 262 3.763428
## 263 3.583765
## 264 3.799961
## 265 3.752509
## 266 3.693903
## 267 3.887617
## 268 3.837146
## 269 3.739493
## 270 3.782688
## 271 3.861534
## 272 3.764998
## 273 3.727134
## 274 3.756103
## 275 3.887336
## 276 3.747489
## 277 3.690816
## 278 3.770926
## 279 3.607991
## 280 3.678063
## 281 3.793301
## 282 3.818556
## 283 3.667266
## 284 3.716337
## 285 3.703807
## 286 3.674126
## 287 3.731105
## 288 3.723374
## 289 3.773201
## 290 3.789440
## 291 3.669967
## 292 3.573336
## 293 3.753736
## 294 3.650696
## 295 3.689042
## 296 3.779669
## 297 3.860697
## 298 3.638789
## 299 3.678700
## 300 3.656482
## 301 3.737511
## 302 3.761326
## 303 3.788663
## 304 3.852175
## 305 3.690196
## 306 3.864926
## 307 3.718169
## 308 3.764848
## 309 3.660011
## 310 3.880756
## 311 3.700963
## 312 3.745309
## 313 3.796505
## 314 3.783332
## 315 3.752509
## 316 3.644143
## 317 3.633468
## 318 3.902655
## 319 3.675778
## 320 3.780749
## 321 3.832828
## 322 3.516932
## 323 3.790567
## 324 3.731589
## 325 3.702431
## 326 3.697752
## 327 3.694254
## 328 3.590396
## 329 3.671543
Neat package (princomp)
pc.places<-princomp(placespc)
pc.places
## Call:
## princomp(x = placespc)
##
## Standard deviations:
## Comp.1 Comp.2 Comp.3 Comp.4 Comp.5 Comp.6 Comp.7
## 0.61344524 0.22560372 0.16683741 0.15131845 0.12930691 0.10916208 0.09182048
## Comp.8 Comp.9
## 0.06262795 0.04233050
##
## 9 variables and 329 observations.
Quick Summary
summary(pc.places)
## Importance of components:
## Comp.1 Comp.2 Comp.3 Comp.4 Comp.5
## Standard deviation 0.6134452 0.22560372 0.1668374 0.15131845 0.12930691
## Proportion of Variance 0.7226740 0.09774248 0.0534537 0.04397184 0.03210956
## Cumulative Proportion 0.7226740 0.82041652 0.8738702 0.91784205 0.94995161
## Comp.6 Comp.7 Comp.8 Comp.9
## Standard deviation 0.10916208 0.09182048 0.062627954 0.042330504
## Proportion of Variance 0.02288413 0.01619086 0.007532295 0.003441103
## Cumulative Proportion 0.97283574 0.98902660 0.996558897 1.000000000
Eigenvalues / Eigenvectors
eigenvectors<-pc.places$loadings
eigenvalues <- pc.places$sdev*pc.places$sdev
eigenvalues
## Comp.1 Comp.2 Comp.3 Comp.4 Comp.5 Comp.6
## 0.376315063 0.050897040 0.027834722 0.022897273 0.016720276 0.011916361
## Comp.7 Comp.8 Comp.9
## 0.008431000 0.003922261 0.001791872
round(cor(places[,2:9],pc.places$scores), 3)
## Comp.1 Comp.2 Comp.3 Comp.4 Comp.5 Comp.6 Comp.7 Comp.8 Comp.9
## V2 0.544 0.020 0.204 -0.256 0.215 0.217 -0.607 -0.365 -0.035
## V3 0.782 -0.605 0.144 -0.017 0.020 -0.031 0.018 0.004 0.009
## V4 0.365 0.294 0.585 0.648 -0.010 -0.106 0.030 -0.068 -0.014
## V5 0.585 0.085 0.234 -0.121 -0.715 0.258 -0.042 0.023 0.019
## V6 0.394 -0.273 0.027 -0.016 -0.123 0.051 -0.105 0.255 -0.822
## V7 0.985 0.126 -0.111 0.023 0.013 -0.006 0.004 0.002 0.000
## V8 0.520 0.402 0.519 -0.507 0.147 -0.083 0.115 0.028 -0.004
## V9 0.142 0.150 0.239 0.094 0.045 -0.343 -0.723 0.492 0.084
Scree Plot
screeplot(pc.places,type='l',main='Screeplot for teeth data')
abline(1,0,col='red',lty=2)
plot(pc.places$scores[,1:2], type='n',xlab="PC1(59%)", ylab="PC2(18%)" )
points(pc.places$scores[,1:2],cex=0.5)
text(pc.places$scores[,1:2],label=places[,1], cex=0.5)
