Simulate observed count matrix given technical biases and the true counts
Source:R/6_technoise.R
True2ObservedCounts.RdSimulate observed count matrix given technical biases and the true counts
Usage
True2ObservedCounts(
true_counts,
meta_cell,
protocol,
randseed,
alpha_mean = 0.1,
alpha_sd = 0.002,
alpha_gene_mean = 1,
alpha_gene_sd = 0,
gene_len,
depth_mean,
depth_sd,
lenslope = 0.02,
nbins = 20,
amp_bias_limit = c(-0.2, 0.2),
rate_2PCR = 0.8,
nPCR1 = 16,
nPCR2 = 10,
LinearAmp = FALSE,
LinearAmp_coef = 2000
)Arguments
- true_counts
gene cell matrix
- meta_cell
the meta information related to cells, will be combined with technical cell level information and returned
- protocol
a string, can be "nonUMI" or "UMI"
- randseed
(should produce same result if nregions, nevf and randseed are all the same)
- alpha_mean
the mean of rate of subsampling of transcripts during capture step, default at 10 percent efficiency
- alpha_sd
the std of rate of subsampling of transcripts
- alpha_gene_mean
the per-gene scale factor of the alpha parameter, default at 1
- alpha_gene_sd
the standard deviation of the per-gene scale factor of the alpha parameter, default at 0
- gene_len
a vector with lengths of all genes
- depth_mean
mean of sequencing depth
- depth_sd
std of sequencing depth
- lenslope
amount of length bias
- nbins
number of bins for gene length
- amp_bias_limit
range of amplification bias for each gene, a vector of length ngenes
- rate_2PCR
PCR efficiency, usually very high, default is 0.8
- nPCR1
the number of PCR cycles in "pre-amplification" step, default is 16
- nPCR2
the number of PCR cycles used after fragmentation.
- LinearAmp
if linear amplification is used for pre-amplification step, default is FALSE
- LinearAmp_coef
the coeficient of linear amplification, that is, how many times each molecule is amplified by
Value
if UMI, a list with two elements, the first is the observed count matrix, the second is the metadata; if nonUMI, a matrix
Examples
results <- sim_example_200_cells()
#> Time spent: 0.01 mins
data(gene_len_pool)
gene_len <- sample(gene_len_pool, results$num_genes, replace = FALSE)
True2ObservedCounts(
results$counts, results$cell_meta, protocol = "nonUMI", randseed = 1,
alpha_mean = 0.1, alpha_sd = 0.05, gene_len = gene_len, depth_mean = 1e5, depth_sd = 3e3
)
#> 50..100..150..200..
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13]
#> [1,] 2855 1252 2756 402 2156 2601 651 2771 1673 1189 36 1877 1650
#> [2,] 437 0 955 388 1007 822 377 699 528 281 2058 251 124
#> [3,] 0 535 0 533 324 105 0 0 111 0 0 0 0
#> [4,] 260 0 0 0 104 0 0 0 0 0 0 0 0
#> [5,] 46522 3111 6317 1042 1122 2140 8310 5735 7225 7794 1250 3003 6211
#> [6,] 0 0 0 0 0 0 0 0 0 0 600 0 0
#> [7,] 716 3291 4531 2578 1883 3640 4362 2240 5645 3432 2614 3870 6287
#> [8,] 3292 1907 1862 396 2443 1044 2211 1900 1594 2167 3758 2488 3306
#> [9,] 580 662 324 370 0 1020 1281 0 621 1179 820 835 0
#> [10,] 0 0 0 0 0 0 0 0 0 0 0 0 0
#> [11,] 197 0 168 0 0 0 0 0 435 0 0 0 0
#> [12,] 313 1351 0 0 389 0 0 0 0 1100 123 0 0
#> [13,] 0 189 595 0 0 0 97 74 608 282 0 0 0
#> [14,] 0 0 0 0 1066 0 55 0 0 167 0 398 0
#> [15,] 35 538 0 306 0 0 0 466 124 228 0 379 0
#> [16,] 0 0 0 110 222 0 0 0 0 0 0 0 0
#> [17,] 985 1870 1081 990 717 1236 3496 77 711 1339 0 1019 1007
#> [18,] 69 1004 630 620 143 744 1476 1271 361 1213 0 0 703
#> [19,] 0 658 0 0 0 759 0 0 0 0 0 0 0
#> [20,] 1567 1453 4420 1169 2743 2613 1589 3414 1173 1049 3481 2695 5893
#> [21,] 1063 3436 3535 587 1278 367 1103 262 879 1376 1276 2792 3820
#> [22,] 0 0 185 1074 84 132 0 202 132 598 0 0 0
#> [23,] 0 1596 362 0 216 0 0 590 31 0 0 0 307
#> [24,] 539 0 0 0 511 276 0 0 769 0 0 0 0
#> [25,] 0 0 223 437 0 0 28 0 182 0 0 0 0
#> [26,] 0 70 816 1717 1158 0 251 0 1062 336 759 680 3019
#> [27,] 206 715 1385 1232 935 1243 1655 141 98 117 711 1534 717
#> [28,] 0 250 30 264 0 176 0 108 608 1248 751 737 452
#> [29,] 233 605 244 0 0 130 84 238 0 0 240 262 463
#> [30,] 0 291 564 741 680 2219 2373 769 1830 930 883 1142 3415
#> [31,] 0 0 0 0 0 0 0 0 0 0 0 0 0
#> [32,] 120 0 1358 0 310 646 0 1454 86 403 0 0 0
#> [33,] 968 2284 3944 2866 7404 3382 2783 4437 2356 2006 1074 3470 8416
#> [34,] 0 0 0 0 0 0 230 0 0 0 0 136 0
#> [35,] 1328 2068 959 1193 206 2785 915 415 1371 1914 760 175 0
#> [36,] 1168 2764 1214 1863 1370 5522 4708 5801 5617 2768 12669 20656 6912
#> [37,] 1310 764 928 2786 1630 404 1252 1266 426 478 1073 1687 714
#> [38,] 0 0 0 0 0 0 73 0 0 0 495 0 0
#> [39,] 0 314 388 183 0 1300 0 0 234 614 0 26 476
#> [40,] 0 168 125 0 0 301 220 0 492 142 0 185 0
#> [41,] 0 0 0 263 0 0 0 0 219 0 0 134 0
#> [42,] 1199 1322 336 1828 4730 2233 1971 4173 2250 1781 276 956 2535
#> [43,] 969 1670 110 0 447 0 435 1062 1081 345 329 566 1669
#> [44,] 849 1012 1090 2926 2006 3653 1929 4315 1731 3181 458 629 501
#> [45,] 0 0 0 0 930 152 102 945 769 650 1092 889 2840
#> [46,] 0 1445 585 1782 956 398 1674 150 1224 566 0 269 860
#> [47,] 1904 184 225 1579 0 1213 2040 389 314 901 1354 1119 1875
#> [48,] 665 1905 1000 197 2304 2636 3192 2098 410 5957 1322 1661 959
#> [49,] 0 435 1145 0 0 0 477 915 0 0 0 129 0
#> [50,] 2971 17325 6925 8765 6472 2669 11499 5046 2389 5217 3794 971 3154
#> [51,] 0 0 0 600 0 380 0 0 0 0 0 0 0
#> [52,] 0 0 204 153 0 0 0 0 26 38 0 107 112
#> [53,] 335 0 0 0 360 0 0 289 80 0 0 0 0
#> [54,] 2515 0 886 383 707 284 957 545 794 1303 1574 648 972
#> [55,] 0 0 0 0 443 0 0 0 0 0 0 499 0
#> [56,] 0 0 441 0 0 1016 94 0 396 497 0 0 352
#> [57,] 658 499 1709 1977 2186 843 3196 754 1628 448 2671 1866 511
#> [58,] 521 0 564 480 678 250 633 2586 342 338 1505 1576 468
#> [59,] 0 0 810 123 1381 687 1161 414 760 898 0 327 1225
#> [60,] 173 1222 6 1051 2336 1682 0 936 1613 475 1699 614 0
#> [61,] 195 0 627 274 0 0 95 0 0 1482 1276 805 276
#> [62,] 0 0 182 1251 616 540 0 578 586 1713 0 470 0
#> [63,] 0 370 79 2670 1622 1077 0 548 1884 331 2221 596 449
#> [64,] 0 947 1140 0 0 0 42 0 127 77 0 558 344
#> [65,] 87 0 648 876 0 0 1715 256 701 232 596 491 0
#> [66,] 705 1870 480 705 2119 1286 1116 659 1690 684 865 770 1611
#> [67,] 599 881 765 696 1815 1265 1278 0 935 1531 125 337 416
#> [68,] 300 0 395 0 0 0 1344 148 0 0 0 0 509
#> [69,] 0 0 68 0 0 0 0 0 0 0 0 437 0
#> [70,] 1331 0 291 74 95 188 0 708 94 0 861 524 0
#> [71,] 0 0 78 0 0 522 0 0 2535 2510 0 0 0
#> [72,] 1342 0 679 812 1001 391 465 974 811 338 1479 931 560
#> [73,] 682 1723 2736 3324 2560 3383 300 2886 1467 255 1624 2626 2094
#> [74,] 0 0 1384 2803 0 0 0 5569 0 3871 0 2677 1885
#> [75,] 2890 1989 1952 1902 543 1958 2219 3336 2466 2153 1156 2845 3978
#> [76,] 512 0 0 2634 74 0 0 0 0 0 0 0 672
#> [77,] 724 173 3745 2587 2375 3470 480 186 559 425 0 234 126
#> [78,] 585 4350 3206 2444 3880 579 2171 1728 1248 955 3292 1003 1863
#> [79,] 412 0 0 0 807 0 294 0 1575 0 870 0 0
#> [80,] 0 493 597 623 1185 829 0 892 615 0 83 540 536
#> [81,] 0 0 851 125 2473 4584 2085 522 2168 1289 2083 0 0
#> [82,] 0 0 0 0 0 0 0 0 214 0 0 0 0
#> [83,] 0 0 0 1971 0 0 0 0 0 1174 0 0 0
#> [84,] 716 515 795 175 1750 5811 3149 3115 367 1691 491 740 1363
#> [85,] 991 1686 0 0 0 0 0 0 1425 0 0 0 1679
#> [86,] 0 0 0 0 1162 0 0 0 0 0 0 0 0
#> [87,] 0 1245 0 1617 2595 1760 1157 2253 1066 1063 1608 795 64
#> [88,] 645 1754 614 2945 561 1732 837 6818 2409 2987 16109 1962 671
#> [89,] 0 0 0 1483 0 0 0 0 0 830 0 0 346
#> [90,] 1358 1369 4262 317 2210 5692 1106 739 796 1435 1911 1406 731
#> [91,] 0 711 39 0 0 217 0 861 0 0 0 330 396
#> [92,] 336 451 674 932 1135 1058 224 0 189 0 0 81 326
#> [93,] 627 0 928 0 641 1212 1832 7 588 2100 833 729 675
#> [94,] 5781 4657 2916 2230 2552 1192 3853 1708 2668 2924 2621 976 1418
#> [95,] 0 0 0 0 0 108 0 0 1008 0 0 92 0
#> [96,] 925 2754 2521 842 1272 1031 589 1073 2617 138 806 1041 774
#> [97,] 114 75 1247 771 2615 2713 917 2701 1108 1991 0 608 0
#> [98,] 2249 452 948 653 1158 101 3947 145 1982 2702 0 581 562
#> [99,] 35 0 0 0 0 0 568 0 1014 0 0 0 0
#> [100,] 409 513 35 0 370 269 0 190 0 943 0 143 78
#> [101,] 0 1590 63 3327 2087 347 397 864 990 0 144 799 193
#> [102,] 0 0 0 0 0 0 0 0 0 0 0 0 1013
#> [103,] 0 245 235 347 125 209 310 0 0 0 0 488 49
#> [104,] 202 0 3044 3759 529 2229 755 1460 0 2771 7118 7818 224
#> [105,] 0 0 0 0 0 213 0 0 0 0 0 0 0
#> [106,] 0 1926 0 0 0 0 0 0 0 1032 0 253 270
#> [107,] 0 154 447 498 151 337 463 874 1384 380 172 219 444
#> [108,] 975 3142 2914 1749 1374 1879 1975 689 1662 1200 1361 542 1915
#> [109,] 26 2857 2182 1362 2134 1535 0 438 123 0 445 46 0
#> [110,] 0 0 45 1639 0 431 126 507 36 1214 0 0 0
#> [,14] [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25]
#> [1,] 1756 1786 3073 2023 1245 241 197 1139 1020 1403 800 1926
#> [2,] 649 685 994 276 0 1448 1085 377 31 929 0 341
#> [3,] 0 1098 220 100 163 13 0 0 0 131 0 0
#> [4,] 0 0 0 0 0 0 0 0 0 0 0 0
#> [5,] 4941 8129 6290 5038 6365 4487 5835 4291 3610 3311 7466 1209
#> [6,] 0 0 0 158 87 362 0 0 0 0 0 0
#> [7,] 2709 1066 1145 2763 2477 2600 4260 3151 1387 6615 6100 3353
#> [8,] 2695 4550 749 991 2109 2394 1196 1467 204 1802 3710 2647
#> [9,] 138 1125 2799 165 870 0 873 142 635 433 143 562
#> [10,] 0 0 0 0 0 0 0 0 0 0 0 0
#> [11,] 0 0 0 0 0 0 0 0 0 0 0 0
#> [12,] 273 0 0 0 0 471 124 97 219 337 0 0
#> [13,] 0 0 447 0 0 256 191 185 50 0 0 46
#> [14,] 0 415 207 129 0 148 1715 317 0 533 0 110
#> [15,] 0 0 0 0 0 0 526 401 51 0 0 0
#> [16,] 424 0 0 0 0 0 0 0 0 0 0 0
#> [17,] 0 1758 814 600 185 2341 518 191 1015 1053 2231 67
#> [18,] 0 0 901 79 1037 0 721 109 177 432 0 335
#> [19,] 0 0 0 0 0 0 0 0 0 0 0 870
#> [20,] 7219 4449 3279 7784 4349 1926 2686 5829 6390 5857 5091 5525
#> [21,] 4667 2606 1612 2104 1209 3462 711 2232 4293 4817 1506 1848
#> [22,] 720 0 43 0 65 0 0 0 59 0 0 0
#> [23,] 568 706 249 207 67 982 868 649 0 186 356 0
#> [24,] 329 0 0 348 0 0 432 0 94 0 0 106
#> [25,] 0 0 0 0 0 0 0 0 0 125 0 0
#> [26,] 222 2073 367 150 1097 85 570 876 738 1726 0 0
#> [27,] 2832 1674 1648 1238 1164 1229 951 1691 3799 2002 1340 1934
#> [28,] 361 461 532 0 684 779 1065 0 800 493 0 0
#> [29,] 0 846 212 428 51 241 0 209 457 390 129 159
#> [30,] 2330 4864 1785 1601 431 815 707 2293 1404 637 1182 1000
#> [31,] 0 0 0 0 0 0 0 0 0 0 0 0
#> [32,] 528 2326 0 91 328 0 178 1050 206 819 0 393
#> [33,] 6638 2633 1875 5815 3029 2632 9920 7582 8334 5854 7385 5476
#> [34,] 429 0 0 0 0 0 0 0 0 0 0 0
#> [35,] 299 884 1478 0 0 149 569 0 532 988 0 746
#> [36,] 5314 18223 9787 7327 15200 14814 15365 24508 10580 6514 21637 11802
#> [37,] 1738 1727 1340 2240 1021 461 2543 1360 697 1020 3391 641
#> [38,] 0 0 100 239 0 195 50 0 741 194 599 10
#> [39,] 0 0 0 0 0 0 92 208 521 0 0 145
#> [40,] 0 0 0 61 80 0 0 467 0 109 520 0
#> [41,] 0 0 190 47 0 881 0 0 0 0 0 124
#> [42,] 1369 645 3095 765 163 1558 661 2022 1473 826 0 1035
#> [43,] 1226 303 1120 210 244 0 326 1437 666 1181 544 172
#> [44,] 306 583 1392 68 1294 1530 993 429 386 880 593 344
#> [45,] 244 415 233 197 1149 0 0 1203 679 758 823 637
#> [46,] 459 98 0 0 386 378 195 385 623 0 0 37
#> [47,] 3035 1552 1460 2296 1461 4130 3392 2490 5082 6539 3149 787
#> [48,] 170 0 2672 1049 1133 364 1472 0 380 384 588 529
#> [49,] 0 284 115 0 0 0 0 82 0 0 0 325
#> [50,] 1777 917 6533 3772 4315 0 3187 3461 2222 1857 0 1204
#> [51,] 0 244 28 0 0 0 0 0 339 205 0 178
#> [52,] 0 0 353 0 0 0 0 0 13 118 0 147
#> [53,] 0 293 0 796 0 0 0 0 0 0 0 0
#> [54,] 1617 625 658 234 856 169 374 572 0 710 210 947
#> [55,] 0 0 0 0 10 983 0 0 0 0 0 0
#> [56,] 0 0 0 207 97 263 224 215 928 123 0 117
#> [57,] 1044 0 1098 337 754 855 1926 261 5021 2638 962 1326
#> [58,] 2912 1518 1945 666 564 1728 1119 1174 67 846 895 361
#> [59,] 665 331 896 148 94 453 1652 817 102 341 1415 166
#> [60,] 248 1458 1093 283 1095 275 916 1449 953 721 0 249
#> [61,] 0 0 125 978 400 487 303 491 413 2552 0 621
#> [62,] 0 90 0 462 0 0 0 0 644 0 1072 0
#> [63,] 0 130 127 0 0 0 193 0 251 0 0 25
#> [64,] 570 0 905 0 921 42 720 0 0 124 0 676
#> [65,] 0 0 299 899 69 0 0 155 118 57 1451 174
#> [66,] 0 0 318 1110 1295 778 679 300 0 441 1427 250
#> [67,] 790 0 953 1058 155 0 385 198 59 0 0 976
#> [68,] 677 689 2198 1102 102 0 218 0 262 0 499 150
#> [69,] 0 0 0 0 0 0 0 262 0 94 0 0
#> [70,] 744 461 1130 76 37 349 32 439 562 432 0 32
#> [71,] 0 320 0 214 0 0 700 0 0 0 0 0
#> [72,] 0 705 386 620 750 2130 700 0 373 599 0 0
#> [73,] 461 3328 2502 3505 2000 5620 2248 299 1832 3800 3139 2090
#> [74,] 592 0 0 5006 3374 6206 0 613 0 968 0 1178
#> [75,] 6866 4401 2435 3537 3137 1022 2311 4947 4247 3414 2798 4863
#> [76,] 0 0 0 2353 0 1029 0 0 0 197 0 0
#> [77,] 547 981 146 216 925 210 180 448 1177 479 551 136
#> [78,] 2633 1251 2917 908 707 1166 2420 517 4035 1911 3993 4259
#> [79,] 0 0 494 0 0 1820 0 0 0 1198 0 555
#> [80,] 85 146 1133 440 0 941 380 131 1349 372 1354 379
#> [81,] 0 1237 401 1528 1590 3880 1281 30 2487 0 0 243
#> [82,] 0 0 0 0 0 0 0 0 458 0 0 0
#> [83,] 0 145 0 0 0 1081 0 0 0 0 216 0
#> [84,] 2088 23 5243 1407 1293 2121 1543 275 2068 1855 2422 1496
#> [85,] 0 0 0 0 0 0 100 1290 728 1551 0 490
#> [86,] 0 0 0 0 0 0 0 209 0 0 0 1143
#> [87,] 0 688 519 0 113 649 161 0 0 223 0 130
#> [88,] 6795 1965 4653 9650 20828 8672 1443 7722 4555 2511 2944 20337
#> [89,] 770 85 140 189 499 0 194 0 0 0 0 0
#> [90,] 1958 869 8 1076 41 400 1087 363 1357 484 0 576
#> [91,] 115 0 80 155 0 0 0 0 121 0 0 0
#> [92,] 486 0 0 241 90 616 1042 303 0 246 0 52
#> [93,] 0 0 1490 172 416 0 264 1224 372 0 0 706
#> [94,] 1345 74 183 439 0 0 426 1185 716 632 0 190
#> [95,] 499 1071 176 323 60 525 783 0 366 260 0 102
#> [96,] 1413 4034 164 1091 242 1251 608 704 1394 121 0 680
#> [97,] 0 535 1080 0 104 1429 566 0 448 615 125 106
#> [98,] 200 721 0 0 166 1167 1180 0 0 382 0 439
#> [99,] 0 0 0 0 602 0 772 0 861 0 0 205
#> [100,] 0 0 0 56 0 0 0 0 0 148 0 89
#> [101,] 1680 1218 289 1236 175 1978 984 501 1005 293 0 1973
#> [102,] 0 0 0 0 140 0 0 403 418 304 1808 0
#> [103,] 182 0 0 0 343 335 236 88 0 62 0 168
#> [104,] 1458 38 623 334 296 487 2203 1560 425 4664 0 1661
#> [105,] 0 0 0 0 0 0 180 0 0 0 0 0
#> [106,] 566 0 0 101 0 0 0 0 0 249 0 0
#> [107,] 0 714 313 188 0 715 1356 93 576 99 0 508
#> [108,] 785 1891 2118 1536 667 427 1125 850 839 1073 599 455
#> [109,] 0 477 0 53 211 43 0 105 515 37 1435 313
#> [110,] 409 0 0 180 411 346 0 35 385 0 0 0
#> [,26] [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37]
#> [1,] 530 895 1961 1425 1199 0 1275 5767 588 0 2462 0
#> [2,] 327 781 258 453 75 0 742 0 472 365 238 270
#> [3,] 259 0 171 246 235 0 84 906 322 93 0 375
#> [4,] 0 0 169 0 0 0 0 0 0 0 0 0
#> [5,] 3585 2036 2185 3592 923 0 2804 692 3403 6348 6413 355
#> [6,] 0 0 0 0 0 0 783 0 0 134 0 0
#> [7,] 169 3959 3534 4878 1926 0 1042 3110 2411 175 2828 2902
#> [8,] 870 3814 1882 1862 1555 0 1506 1636 1366 2531 2859 1488
#> [9,] 2858 34 284 190 58 0 435 1642 1002 727 999 1353
#> [10,] 0 0 0 0 0 0 93 0 55 0 0 0
#> [11,] 0 0 0 0 0 0 0 0 0 0 0 448
#> [12,] 492 62 0 928 90 0 417 0 59 0 0 30
#> [13,] 0 135 52 299 0 0 96 0 452 105 43 182
#> [14,] 0 0 0 359 114 0 303 0 0 0 0 186
#> [15,] 0 429 17 0 0 0 31 0 0 425 302 0
#> [16,] 0 0 0 0 0 0 0 0 0 0 129 154
#> [17,] 1202 882 91 190 299 4622 3380 2009 4606 4859 3031 4857
#> [18,] 0 0 104 151 288 0 734 0 487 703 0 59
#> [19,] 0 0 0 0 35 0 153 0 30 0 0 0
#> [20,] 16708 3201 5049 2105 2618 2746 2278 2094 2866 2907 3217 2726
#> [21,] 1301 1900 1600 2655 391 0 1798 0 1732 1095 2260 1575
#> [22,] 0 0 66 307 72 0 0 0 14 0 0 0
#> [23,] 219 0 355 0 320 0 0 0 90 0 0 0
#> [24,] 0 0 0 108 89 0 372 0 0 40 0 96
#> [25,] 650 41 0 0 0 0 0 2634 0 0 311 1207
#> [26,] 1264 1065 468 1099 845 0 766 1249 743 256 647 630
#> [27,] 668 861 2091 834 2244 0 492 1230 823 1689 186 2026
#> [28,] 571 804 287 825 239 4504 156 0 76 14 678 450
#> [29,] 152 0 107 24 46 0 543 869 165 574 490 474
#> [30,] 141 984 965 1325 896 2077 1075 1659 754 1155 528 588
#> [31,] 0 0 0 0 0 0 0 0 0 0 0 0
#> [32,] 436 327 469 1184 949 0 114 0 0 271 114 1616
#> [33,] 7243 5711 3391 4641 3976 2174 3305 4207 2239 3048 5930 3844
#> [34,] 0 0 0 0 0 0 0 0 0 0 0 0
#> [35,] 0 0 280 0 171 0 629 1123 1166 2199 1344 615
#> [36,] 16155 35013 37855 26701 31243 20068 34060 4323 11683 10482 12742 8679
#> [37,] 946 592 1029 831 471 647 1219 719 820 1411 498 1338
#> [38,] 1250 309 39 0 0 0 207 1391 242 653 375 1300
#> [39,] 0 0 0 130 146 0 36 0 530 0 381 174
#> [40,] 0 0 57 0 0 0 176 0 0 122 0 0
#> [41,] 701 67 0 0 88 0 391 0 0 1109 158 20
#> [42,] 369 474 675 956 1201 0 907 6341 2429 4908 1891 2004
#> [43,] 668 565 249 162 594 0 486 129 442 0 778 56
#> [44,] 105 657 91 1808 360 3038 1495 254 3267 5636 3225 2853
#> [45,] 1369 901 871 1095 520 0 117 4584 691 879 712 1197
#> [46,] 479 227 299 63 153 6106 296 0 166 296 854 901
#> [47,] 4665 3435 1361 2623 2849 2190 2964 4392 703 3274 1956 1962
#> [48,] 0 313 148 463 240 0 0 544 124 115 187 569
#> [49,] 0 125 100 0 0 0 181 151 357 0 0 123
#> [50,] 2926 782 1719 2337 4303 18866 1712 9408 6684 12329 11433 14970
#> [51,] 519 178 0 213 154 0 62 754 0 0 90 0
#> [52,] 0 0 68 0 0 0 90 0 106 181 153 0
#> [53,] 0 0 0 0 0 0 220 0 182 0 812 166
#> [54,] 828 555 905 240 1193 0 3150 1078 1144 136 634 713
#> [55,] 0 533 0 0 0 0 35 0 288 0 223 354
#> [56,] 0 480 110 874 704 0 213 2018 374 450 784 1317
#> [57,] 3558 1473 486 1663 568 0 715 1860 550 702 127 682
#> [58,] 159 1424 352 1540 777 2380 549 3207 515 307 236 966
#> [59,] 189 90 209 217 0 0 447 1763 711 538 2033 1323
#> [60,] 942 794 901 234 159 0 208 249 173 194 1283 1127
#> [61,] 410 84 767 593 129 0 79 205 239 199 129 5
#> [62,] 0 29 0 16 20 0 64 0 0 0 1025 0
#> [63,] 160 322 340 0 202 0 65 0 166 0 0 502
#> [64,] 0 468 0 0 433 218 903 0 0 0 29 0
#> [65,] 0 0 0 897 0 0 0 0 0 302 390 95
#> [66,] 0 418 83 242 249 0 621 1624 1260 1058 2914 2942
#> [67,] 854 309 238 354 209 0 1511 359 257 1593 1635 2961
#> [68,] 0 0 725 343 338 0 0 643 242 508 0 955
#> [69,] 0 0 39 0 39 0 35 0 58 0 0 0
#> [70,] 0 0 0 231 0 0 34 0 142 0 26 123
#> [71,] 0 72 0 243 100 0 0 0 0 0 39 183
#> [72,] 0 701 180 375 277 324 1036 1547 261 2490 2571 2376
#> [73,] 2338 305 1697 1442 877 0 553 886 715 1216 749 377
#> [74,] 0 973 835 884 0 0 2838 0 0 661 2583 183
#> [75,] 3777 1712 2146 3861 2676 4317 2288 701 2410 2372 2406 2110
#> [76,] 0 0 138 0 0 0 808 0 185 103 0 0
#> [77,] 697 130 0 547 119 0 146 1981 222 289 153 229
#> [78,] 2059 3935 3199 2596 2445 6003 3268 4787 635 1784 1877 2262
#> [79,] 88 163 0 0 182 0 0 0 938 4572 606 583
#> [80,] 0 121 357 226 283 0 126 0 57 200 0 122
#> [81,] 243 618 81 964 195 0 185 0 24 392 0 77
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#> [83,] 0 193 0 0 0 0 152 490 0 0 0 358
#> [84,] 2228 838 146 1320 290 0 338 591 101 504 264 533
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#> [87,] 0 169 52 145 26 958 20 0 0 559 0 17
#> [88,] 7618 3224 13240 5856 15479 8543 7254 7175 15119 5277 1881 2320
#> [89,] 0 301 0 0 6 1400 0 0 63 0 0 0
#> [90,] 997 223 0 202 97 0 31 0 163 115 0 0
#> [91,] 0 35 228 0 0 0 0 0 49 0 241 186
#> [92,] 241 87 132 127 388 2003 0 0 117 302 136 633
#> [93,] 1126 251 278 179 0 0 347 0 145 40 613 175
#> [94,] 773 508 402 468 337 2066 898 0 851 1658 749 969
#> [95,] 240 0 0 323 0 0 72 0 0 171 104 25
#> [96,] 0 223 445 156 154 0 414 545 380 995 0 0
#> [97,] 1209 0 0 294 128 0 548 0 1232 697 389 1058
#> [98,] 0 127 51 1418 0 0 516 0 466 537 692 642
#> [99,] 58 0 0 345 0 0 267 0 463 0 1187 0
#> [100,] 0 152 117 0 0 0 0 0 0 322 760 218
#> [101,] 491 85 508 350 327 0 444 537 343 1386 1118 321
#> [102,] 0 290 0 114 134 0 58 926 299 483 184 4927
#> [103,] 0 253 130 0 62 0 256 0 0 0 0 0
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#> [109,] 458 221 47 265 234 0 147 0 0 74 102 151
#> [110,] 0 0 0 0 39 0 0 0 0 0 61 66
#> [,38] [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49]
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#> [2,] 189 574 342 1265 45 778 243 1106 906 116 1966 0
#> [3,] 586 212 0 153 99 54 174 1834 0 825 1395 970
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#> [9,] 92 112 0 941 584 1318 0 0 0 557 289 1019
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#> [16,] 126 0 0 0 0 0 0 560 0 0 0 0
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#> [18,] 163 218 0 560 444 454 2518 370 2352 2000 1178 426
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#> [20,] 4249 3312 3126 2921 3177 1689 1696 2136 1008 1487 1331 832
#> [21,] 1509 2347 1228 2157 1933 1439 1174 1786 219 311 365 1794
#> [22,] 73 0 0 181 0 266 551 0 0 0 0 221
#> [23,] 0 0 0 0 0 0 515 150 0 24 0 0
#> [24,] 0 1678 1107 344 0 0 205 0 0 233 521 1874
#> [25,] 697 1315 437 720 440 173 598 409 120 329 277 0
#> [26,] 537 0 778 1204 988 402 112 3495 53 215 103 136
#> [27,] 1344 2163 6346 1537 928 1513 982 0 606 682 113 132
#> [28,] 326 726 601 292 548 29 0 0 86 480 0 66
#> [29,] 911 481 1932 254 183 741 859 1219 184 966 823 148
#> [30,] 879 458 3043 1681 919 1024 402 773 2213 650 1889 828
#> [31,] 0 0 0 0 0 0 0 0 0 0 0 0
#> [32,] 524 542 0 44 300 0 223 0 100 77 0 0
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#> [34,] 0 0 0 0 0 0 0 0 0 73 0 0
#> [35,] 0 0 0 0 69 0 267 0 2827 1666 0 0
#> [36,] 6210 16508 17348 10978 14607 7038 7526 6190 5125 4047 4682 1012
#> [37,] 1048 2582 793 1431 1869 1897 1425 912 1403 407 356 644
#> [38,] 874 1558 0 306 362 761 565 786 866 307 815 1163
#> [39,] 0 146 0 378 353 134 0 0 178 56 261 916
#> [40,] 0 0 0 79 0 0 187 288 0 164 49 0
#> [41,] 0 0 0 0 0 0 0 489 0 0 0 0
#> [42,] 2008 783 1555 2829 2425 1331 2149 1826 510 2855 853 1424
#> [43,] 176 261 2419 604 371 109 744 402 0 513 0 0
#> [44,] 4986 2502 4197 2578 1438 4066 1853 2723 2991 1045 2519 2885
#> [45,] 1339 790 770 1039 464 1443 610 1097 490 862 399 722
#> [46,] 1458 1566 73 0 463 1081 3222 1787 2254 759 942 484
#> [47,] 1050 0 0 2102 1165 2623 1023 788 1843 426 568 801
#> [48,] 202 973 409 42 0 79 250 869 1216 251 0 0
#> [49,] 0 268 0 319 50 0 0 0 0 0 0 171
#> [50,] 8356 2213 11722 3070 10194 6220 5710 0 7007 4826 6990 14118
#> [51,] 493 0 0 0 116 0 0 0 98 0 0 0
#> [52,] 77 0 0 46 0 0 267 0 0 230 0 0
#> [53,] 0 0 338 0 0 334 0 571 0 0 153 0
#> [54,] 812 3173 671 695 767 1267 2016 0 291 3703 755 2837
#> [55,] 125 1070 0 0 198 270 0 1219 143 37 0 0
#> [56,] 1188 2538 580 367 949 972 1280 961 1580 1404 613 0
#> [57,] 356 310 481 609 244 1017 894 2187 432 840 504 1434
#> [58,] 395 873 454 917 817 197 1275 907 184 567 636 1099
#> [59,] 1125 1261 655 928 888 1190 1750 503 245 1302 942 1075
#> [60,] 568 0 750 383 0 426 821 2141 111 73 906 0
#> [61,] 560 0 0 340 215 0 0 0 0 229 327 0
#> [62,] 0 0 290 46 0 0 185 0 2279 0 0 297
#> [63,] 1068 703 0 30 0 456 0 96 667 368 547 133
#> [64,] 0 0 1620 460 88 0 526 0 89 0 335 0
#> [65,] 181 0 890 0 133 0 234 0 0 0 170 0
#> [66,] 2642 1023 1310 1958 3288 2249 2634 1953 1420 1545 2221 5553
#> [67,] 2122 178 0 1365 321 166 1106 1722 270 55 0 429
#> [68,] 0 0 0 1144 27 0 0 0 0 27 0 2569
#> [69,] 195 0 0 178 616 0 206 418 322 321 339 0
#> [70,] 0 641 0 457 288 152 600 0 0 941 0 371
#> [71,] 0 0 593 1835 658 210 133 1438 213 0 0 0
#> [72,] 1672 3020 0 1914 598 2076 1690 578 1895 997 2738 724
#> [73,] 367 941 823 1240 1254 968 2032 1652 2049 1320 2112 809
#> [74,] 2891 1856 0 296 0 1528 0 0 0 666 0 0
#> [75,] 2222 4423 987 2868 2548 2937 1214 559 2367 1176 514 4190
#> [76,] 0 0 0 0 0 0 0 0 0 0 0 0
#> [77,] 272 396 179 226 121 343 787 0 779 401 646 384
#> [78,] 3684 3480 4419 2028 1887 3287 5385 6797 8718 14780 9415 10112
#> [79,] 846 0 4211 643 0 1062 0 2477 0 1057 214 0
#> [80,] 0 0 1327 43 323 26 202 589 235 354 431 649
#> [81,] 166 221 0 528 0 0 639 0 379 823 0 0
#> [82,] 0 0 0 0 0 0 0 0 0 0 0 0
#> [83,] 123 0 1191 100 249 0 0 0 104 215 0 0
#> [84,] 42 265 671 274 130 700 413 947 1028 1019 1874 1005
#> [85,] 0 0 1308 0 592 1834 1573 0 664 599 2392 0
#> [86,] 345 0 0 161 0 0 0 0 0 0 3572 0
#> [87,] 102 0 0 277 79 651 55 0 0 40 0 0
#> [88,] 4976 4570 3544 4777 5075 6830 5482 4853 1537 1379 2198 4561
#> [89,] 0 363 0 518 0 0 0 0 3017 0 0 0
#> [90,] 249 234 359 0 232 191 0 2740 247 532 238 1212
#> [91,] 0 0 0 0 75 0 0 0 0 0 0 0
#> [92,] 770 452 0 462 71 79 392 390 497 331 915 0
#> [93,] 27 105 296 0 519 700 0 914 322 650 262 1391
#> [94,] 1555 645 374 809 1092 1328 690 430 237 725 421 557
#> [95,] 0 0 0 0 391 95 0 0 382 116 368 0
#> [96,] 0 472 91 76 149 810 572 1848 452 427 1595 0
#> [97,] 1949 1306 0 1373 561 1748 1468 1087 1067 264 1154 685
#> [98,] 423 2405 288 895 150 19 584 0 0 644 640 808
#> [99,] 715 0 0 575 187 90 0 0 607 308 0 68
#> [100,] 135 0 0 10 528 0 0 265 0 0 0 0
#> [101,] 410 0 0 64 59 2845 274 339 156 332 1241 853
#> [102,] 1138 123 592 699 1869 623 389 5495 3920 13003 8048 5181
#> [103,] 108 0 0 0 109 0 55 0 0 194 0 194
#> [104,] 275 0 0 1513 2169 2518 2487 1235 210 116 2150 0
#> [105,] 0 0 0 0 0 0 0 419 0 0 143 0
#> [106,] 136 0 386 188 0 134 0 0 0 47 0 0
#> [107,] 0 0 0 396 0 148 0 0 0 30 221 412
#> [108,] 1014 179 895 1246 1547 417 1000 159 677 670 854 0
#> [109,] 182 159 196 732 242 2111 804 1422 1684 2278 2616 1306
#> [110,] 96 0 0 0 0 150 0 0 0 57 0 0
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61]
#> [1,] 2174 2082 2288 3216 2004 1810 2081 717 1521 1336 2095 1374
#> [2,] 1541 1573 309 1010 1250 921 520 1398 1671 2142 703 1081
#> [3,] 240 57 556 196 530 518 564 515 169 1725 466 534
#> [4,] 0 64 0 0 0 0 0 0 0 0 0 0
#> [5,] 5475 2319 3675 1988 2980 3091 5698 3237 7081 4553 2418 3616
#> [6,] 0 0 0 0 0 0 0 0 0 0 0 0
#> [7,] 2946 4002 5469 1975 3284 2309 3571 4759 1123 2254 4094 3791
#> [8,] 1552 1232 617 1392 2002 1449 1900 2256 1060 2371 1542 1747
#> [9,] 1325 899 530 1137 117 1148 902 1079 1177 940 401 187
#> [10,] 0 0 0 0 56 0 0 0 0 0 0 0
#> [11,] 0 0 0 367 379 1120 0 0 0 0 0 115
#> [12,] 0 0 0 186 20 111 226 310 0 0 0 0
#> [13,] 29 797 287 143 1246 0 451 550 346 0 231 390
#> [14,] 196 93 135 760 0 0 500 0 0 0 0 98
#> [15,] 26 655 364 0 1000 0 110 66 59 640 204 874
#> [16,] 0 0 0 93 0 0 0 0 0 121 35 0
#> [17,] 3069 3193 0 1734 3188 1421 431 3542 4728 4443 2459 1722
#> [18,] 1012 1015 1416 675 382 163 1593 754 801 271 604 867
#> [19,] 44 0 0 0 85 0 0 141 0 0 0 0
#> [20,] 1407 945 70 2115 1154 1576 1100 1971 791 482 900 964
#> [21,] 781 1079 1010 150 836 1116 791 563 1351 54 474 496
#> [22,] 16 0 0 106 102 277 98 0 0 0 0 0
#> [23,] 0 0 0 0 0 0 0 0 237 0 0 0
#> [24,] 313 0 0 3 582 540 190 26 0 0 0 150
#> [25,] 282 200 1086 355 65 81 904 142 179 83 67 355
#> [26,] 442 0 73 215 250 0 590 1101 503 0 389 20
#> [27,] 1227 534 565 1460 75 1088 321 534 368 561 758 208
#> [28,] 761 780 9 0 238 0 56 641 193 14 165 169
#> [29,] 349 492 292 919 535 373 605 616 31 491 349 486
#> [30,] 750 146 305 934 189 752 1141 1095 459 733 462 680
#> [31,] 0 0 0 0 0 0 0 0 0 0 0 0
#> [32,] 427 108 0 0 340 0 110 303 0 0 0 145
#> [33,] 1424 1514 1413 2767 2131 2871 1464 1357 637 1547 1135 671
#> [34,] 27 0 0 0 143 0 0 0 0 0 488 0
#> [35,] 879 372 0 965 1927 1007 2728 751 1177 544 270 1741
#> [36,] 5196 3574 2545 1968 2754 1049 3017 1600 1178 5246 2621 2809
#> [37,] 1042 1008 994 1067 1445 1384 935 1305 916 1107 889 1061
#> [38,] 925 223 2226 548 1714 1757 257 347 236 622 490 647
#> [39,] 81 69 55 92 237 608 423 0 0 448 215 231
#> [40,] 0 23 68 25 38 0 0 180 0 344 27 40
#> [41,] 155 234 94 0 95 233 122 58 0 42 127 385
#> [42,] 3444 2939 2144 4503 2193 1778 4130 0 2042 502 4918 1068
#> [43,] 296 450 182 456 159 158 218 1317 984 549 0 127
#> [44,] 2426 2983 3351 1527 2805 1376 2682 3077 1959 1248 2680 1547
#> [45,] 840 390 619 995 804 1023 247 1138 562 341 163 605
#> [46,] 991 670 587 140 1912 653 285 1238 2297 523 792 714
#> [47,] 844 340 794 1177 705 777 620 1149 908 1043 339 601
#> [48,] 537 420 200 166 713 1563 920 794 705 1006 1174 497
#> [49,] 22 0 0 681 0 455 0 48 0 0 0 0
#> [50,] 9954 10460 9733 4188 3678 8761 13857 5555 2956 102 5668 4068
#> [51,] 27 116 414 0 103 0 0 0 0 34 0 165
#> [52,] 0 0 110 18 34 0 106 60 0 0 0 16
#> [53,] 315 0 0 17 0 0 280 0 0 0 0 119
#> [54,] 1041 891 2749 1750 1576 1605 2063 485 3196 1578 951 1190
#> [55,] 121 0 0 625 208 0 159 511 0 0 0 1007
#> [56,] 1277 1101 1548 840 809 1275 1444 566 0 617 680 212
#> [57,] 627 340 0 1661 1109 995 337 2469 1624 1693 1881 1174
#> [58,] 485 815 1498 542 767 301 521 700 811 531 52 479
#> [59,] 216 1326 746 952 1046 587 1084 953 35 860 1010 750
#> [60,] 364 150 143 483 208 774 63 924 0 0 226 705
#> [61,] 265 0 1489 1007 982 0 746 67 416 315 196 297
#> [62,] 0 221 0 586 487 42 0 409 99 2064 101 338
#> [63,] 445 197 0 1025 412 888 217 458 475 38 226 470
#> [64,] 16 81 74 0 0 144 0 762 1150 302 0 428
#> [65,] 83 50 220 272 409 310 1275 264 862 238 97 0
#> [66,] 1058 1617 4442 1710 2157 2354 2047 2658 1383 2857 3608 1479
#> [67,] 860 150 926 2505 1610 1182 1877 2612 1390 1140 2050 2188
#> [68,] 94 0 0 587 35 132 73 586 900 0 318 0
#> [69,] 41 294 500 603 169 62 235 35 0 56 260 53
#> [70,] 91 11 27 355 0 240 0 283 0 442 274 59
#> [71,] 0 173 0 531 116 1161 0 0 195 399 0 849
#> [72,] 1716 825 786 1986 2307 1094 321 718 719 1497 345 695
#> [73,] 1142 1169 1956 1954 1253 1115 1443 843 1988 1321 1295 2022
#> [74,] 319 306 0 2352 438 0 0 0 0 1335 457 507
#> [75,] 1326 550 1221 1477 659 811 817 567 1098 286 919 253
#> [76,] 204 0 194 61 101 0 91 0 0 0 0 0
#> [77,] 104 609 706 350 492 241 203 186 0 271 632 537
#> [78,] 12865 4486 11624 5101 8212 5237 3513 9677 12328 20053 16784 18329
#> [79,] 2946 7209 4528 548 3405 4838 3846 540 0 973 0 9680
#> [80,] 283 195 553 227 329 485 55 187 1367 328 487 266
#> [81,] 413 804 547 1076 0 0 403 982 0 174 1759 0
#> [82,] 0 0 0 0 0 0 61 192 0 0 0 0
#> [83,] 39 204 704 134 338 0 97 465 46 117 215 52
#> [84,] 933 450 491 1330 2084 641 702 1666 1583 1785 921 1209
#> [85,] 49 0 0 0 0 0 1211 0 5312 0 1398 2970
#> [86,] 0 0 0 292 0 1024 0 0 2633 0 0 0
#> [87,] 24 328 0 23 28 239 1027 186 607 326 0 150
#> [88,] 4035 501 2054 4733 545 257 1217 0 1823 960 2139 1311
#> [89,] 834 827 0 458 0 63 0 0 9385 0 1062 0
#> [90,] 403 1002 45 419 424 1365 933 2010 0 1558 905 1998
#> [91,] 0 167 0 59 167 0 78 176 303 0 0 23
#> [92,] 487 578 533 485 637 853 564 653 0 232 246 184
#> [93,] 397 629 481 383 548 33 1498 595 36 2664 1510 2161
#> [94,] 1013 184 447 1947 652 1454 1124 1960 422 801 585 616
#> [95,] 192 301 135 346 376 63 463 625 0 614 27 349
#> [96,] 896 778 277 1870 770 729 1217 1308 464 2049 1445 1182
#> [97,] 645 687 1027 1107 1516 1191 359 1425 861 1542 676 568
#> [98,] 169 964 40 371 405 1366 565 475 0 245 1543 1502
#> [99,] 0 0 0 961 0 0 401 0 0 66 196 279
#> [100,] 56 110 98 394 0 0 0 0 0 474 28 36
#> [101,] 358 977 745 645 537 515 364 1054 1022 695 130 430
#> [102,] 1999 17145 10067 7916 8913 12910 1338 7940 338 2765 2134 623
#> [103,] 0 0 0 0 122 0 101 35 0 212 183 106
#> [104,] 266 0 500 1634 1613 284 3148 2167 0 1475 108 90
#> [105,] 0 130 4 0 0 0 95 106 0 0 0 0
#> [106,] 0 110 0 0 0 75 0 0 0 0 149 0
#> [107,] 452 1290 784 633 954 400 120 306 322 360 457 89
#> [108,] 526 833 207 429 756 337 663 1186 130 681 429 631
#> [109,] 1417 2041 1816 1997 1315 997 1189 1573 1537 2457 4393 2981
#> [110,] 0 0 265 35 0 249 28 0 0 0 45 68
#> [,62] [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73]
#> [1,] 2107 2307 1454 406 1198 941 825 2344 2175 126 1005 1405
#> [2,] 1666 470 517 1026 965 1567 1816 1524 1695 30 1477 2256
#> [3,] 250 68 658 154 110 357 278 337 1439 0 937 502
#> [4,] 0 0 0 0 0 0 0 0 0 0 0 0
#> [5,] 2570 6818 3345 3540 6503 2951 5678 4240 2797 2575 2013 7038
#> [6,] 120 0 0 0 0 0 0 0 54 0 0 306
#> [7,] 3752 1491 2461 3722 2205 904 3592 1351 3676 5228 3324 5816
#> [8,] 716 2036 1945 1943 816 2212 1281 1879 1174 1511 1891 1428
#> [9,] 157 389 39 597 401 673 96 269 162 0 415 110
#> [10,] 0 0 0 0 0 0 0 15 191 0 87 18
#> [11,] 295 0 291 0 0 0 61 0 165 0 275 0
#> [12,] 0 39 0 106 0 0 119 0 0 0 0 0
#> [13,] 336 308 20 182 132 381 352 26 79 369 302 223
#> [14,] 0 44 0 318 0 9 19 0 0 0 18 196
#> [15,] 205 127 50 176 0 0 236 96 363 0 184 203
#> [16,] 0 84 226 123 0 0 0 0 0 0 0 0
#> [17,] 927 1617 635 935 970 2255 340 2268 586 819 1428 62
#> [18,] 650 32 1784 0 632 1708 486 1286 88 0 922 1412
#> [19,] 0 0 0 0 0 0 0 0 22 0 0 0
#> [20,] 372 1124 619 1206 611 612 347 537 202 1035 1020 362
#> [21,] 446 491 40 409 337 211 100 183 152 289 169 284
#> [22,] 0 63 159 193 0 0 0 0 85 0 234 0
#> [23,] 0 11 0 0 0 354 0 0 0 0 0 0
#> [24,] 173 139 170 561 0 147 205 182 94 0 0 0
#> [25,] 215 124 156 434 242 462 18 172 244 0 97 74
#> [26,] 366 297 332 104 58 0 327 114 231 0 329 188
#> [27,] 750 135 125 1096 570 691 205 20 211 0 172 84
#> [28,] 53 0 0 63 154 426 110 94 99 228 10 32
#> [29,] 403 325 202 363 661 264 501 69 425 0 136 220
#> [30,] 766 191 688 962 332 515 625 759 531 977 1012 310
#> [31,] 0 0 0 0 0 0 0 0 0 0 0 0
#> [32,] 209 122 0 68 104 188 27 74 59 0 0 43
#> [33,] 1168 853 395 1585 127 736 263 404 510 1458 447 380
#> [34,] 0 0 0 0 0 0 0 0 0 0 0 0
#> [35,] 2135 551 279 0 954 94 354 237 251 574 662 45
#> [36,] 3358 3233 2712 1709 2138 6024 4852 3653 4769 3046 8427 7775
#> [37,] 667 1341 1441 1592 822 591 840 451 791 468 576 867
#> [38,] 20 731 369 706 943 407 371 229 544 0 449 140
#> [39,] 708 97 0 1897 0 119 91 75 43 139 65 94
#> [40,] 77 0 0 0 0 0 68 0 0 0 0 77
#> [41,] 1517 100 0 142 0 527 201 527 103 0 404 8
#> [42,] 2312 1473 1450 2647 2277 1946 2697 784 1316 699 2049 1289
#> [43,] 188 266 40 496 195 315 121 168 265 0 442 18
#> [44,] 1803 1809 1471 1749 1075 588 419 770 1815 604 1113 1054
#> [45,] 632 158 639 1055 304 377 154 1034 542 311 456 1832
#> [46,] 1707 1017 385 1589 344 216 492 547 366 938 714 335
#> [47,] 334 262 267 488 253 120 289 143 39 265 0 0
#> [48,] 910 296 0 1904 1063 1425 330 155 400 905 532 451
#> [49,] 0 28 0 0 0 196 0 0 0 0 0 93
#> [50,] 5343 2218 10868 4831 2813 2769 4171 3853 1002 3338 7572 4692
#> [51,] 0 44 0 0 80 0 57 0 279 0 55 0
#> [52,] 78 44 0 0 0 56 0 0 79 0 0 10
#> [53,] 0 0 0 0 0 295 54 0 0 0 105 36
#> [54,] 2029 2758 774 526 941 3212 1304 1102 1444 2797 488 1306
#> [55,] 165 14 0 0 0 0 0 0 0 0 0 140
#> [56,] 1497 249 955 331 1393 1527 251 370 312 0 525 403
#> [57,] 1923 2022 1716 1973 2454 798 1330 1158 703 2364 2031 551
#> [58,] 719 432 640 844 1222 513 440 381 766 439 1150 336
#> [59,] 1932 957 419 1359 297 69 209 170 474 643 828 0
#> [60,] 311 1185 0 425 205 369 308 195 0 205 855 465
#> [61,] 165 1118 531 825 54 345 341 145 9 320 0 695
#> [62,] 312 566 258 0 468 0 292 172 0 0 0 0
#> [63,] 180 206 279 101 230 146 243 102 38 427 0 0
#> [64,] 53 531 90 604 78 1692 0 138 371 0 0 0
#> [65,] 51 183 397 0 0 313 22 240 78 237 79 78
#> [66,] 374 1979 851 1272 939 583 903 1215 1300 382 1186 409
#> [67,] 1821 401 460 2634 1152 464 700 1013 380 977 856 0
#> [68,] 307 504 325 1143 92 809 455 286 284 103 928 1006
#> [69,] 0 124 253 0 278 45 47 161 3 0 235 43
#> [70,] 113 0 94 337 0 231 44 39 0 0 191 268
#> [71,] 0 930 0 0 12 0 502 0 0 0 0 716
#> [72,] 1796 698 218 1071 865 373 849 994 1021 0 381 769
#> [73,] 3911 3055 1514 2274 2097 2269 2357 3301 3098 2158 1681 2718
#> [74,] 392 0 1095 750 217 614 0 850 782 0 170 0
#> [75,] 956 917 734 453 94 511 245 569 607 56 183 412
#> [76,] 0 315 227 217 0 0 0 85 0 0 0 0
#> [77,] 137 271 357 149 963 473 842 353 1664 422 729 330
#> [78,] 16473 17308 30754 21706 35962 30440 28404 35037 32155 32546 18441 18172
#> [79,] 686 2255 910 551 0 1010 496 208 107 0 384 425
#> [80,] 741 809 708 250 111 397 361 465 533 1655 802 111
#> [81,] 2270 3985 3423 0 0 570 2868 1684 4727 4308 155 7822
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#> [79,] 1425 1548 2393 1251 192 854 1424 0 919 3222 1145 1947
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#> [43,] 578 946 566 311 0 100 297 350 0 160 117 249
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#> [46,] 0 1880 2391 332 1216 1419 1011 1452 389 275 1259 554
#> [47,] 1643 2566 0 2062 1975 530 763 1859 2912 649 1640 2248
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#> [70,] 0 0 342 601 131 67 0 425 1111 279 40 156
#> [71,] 1214 0 0 0 0 353 181 55 0 61 1087 3422
#> [72,] 1218 1063 4793 2968 1977 1472 1845 2133 3502 1537 1371 1940
#> [73,] 881 1173 1159 986 506 663 575 1286 1360 1177 1000 634
#> [74,] 0 1460 1883 2805 0 1423 1386 1576 0 79 523 314
#> [75,] 3186 2054 2653 2473 904 1685 970 832 994 2102 1633 1983
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#> [77,] 258 236 94 137 0 279 162 154 0 100 12 59
#> [78,] 1505 3228 1429 992 1258 1770 1234 1754 1702 2015 2715 1930
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#> [95,] 0 0 0 36 0 118 0 0 0 148 179 40
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#> [33,] 2736 1334 737 1171 2592 1572 3397 2638 1240 1134
#> [34,] 0 0 0 0 0 0 0 0 29 0
#> [35,] 271 1903 2546 555 0 997 2887 1392 1974 1995
#> [36,] 3704 1759 2357 1971 7824 1748 2999 1349 1990 2420
#> [37,] 826 887 859 586 1500 351 243 1074 912 637
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#> [40,] 0 0 0 51 0 15 0 42 0 0
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#> [42,] 5645 2597 2794 1417 2004 3361 1830 3985 2504 2061
#> [43,] 324 201 339 252 86 253 1135 0 388 80
#> [44,] 4075 4966 4037 3595 3479 4016 5125 5512 4805 2265
#> [45,] 317 888 546 780 91 273 1543 132 277 645
#> [46,] 859 1393 1288 1169 1628 1013 260 804 1054 411
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#> [48,] 39 0 64 142 40 0 238 499 117 0
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#> [53,] 459 190 20 50 0 80 0 553 0 162
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#> [55,] 0 0 0 0 0 460 0 473 122 0
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#> [57,] 57 521 157 373 353 221 243 221 125 34
#> [58,] 146 1024 426 408 671 237 354 485 182 631
#> [59,] 2835 860 1452 1179 1111 921 568 873 573 628
#> [60,] 335 539 400 116 825 168 0 467 498 548
#> [61,] 79 515 134 44 53 230 0 304 101 224
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#> [63,] 1006 99 101 918 819 103 203 993 262 370
#> [64,] 0 0 47 0 209 0 0 182 0 4
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#> [77,] 134 31 56 137 0 126 0 15 84 0
#> [78,] 1388 2366 1416 914 2700 1125 2479 1726 1190 773
#> [79,] 4836 1915 23052 14228 119 27607 3953 7182 1861 15579
#> [80,] 20 537 149 0 0 45 0 117 0 0
#> [81,] 269 0 0 0 0 0 137 111 0 21
#> [82,] 0 212 0 21 0 0 0 0 0 0
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#> [89,] 0 0 0 0 680 0 0 158 854 0
#> [90,] 1 369 0 0 128 127 113 69 37 0
#> [91,] 250 0 0 0 0 13 0 45 0 0
#> [92,] 389 653 274 206 342 462 168 512 74 306
#> [93,] 121 554 90 18 120 220 875 0 11 0
#> [94,] 1606 1248 635 783 1465 520 325 1625 685 590
#> [95,] 0 0 63 0 0 0 0 0 0 0
#> [96,] 0 244 298 0 147 129 0 35 61 0
#> [97,] 622 25 1213 1186 2526 179 1907 1347 1011 274
#> [98,] 2899 172 364 142 1016 300 808 0 135 1171
#> [99,] 585 329 0 0 0 0 0 0 0 516
#> [100,] 76 234 13 0 54 145 0 32 105 30
#> [101,] 0 1108 14 348 0 62 204 572 180 0
#> [102,] 2813 1099 557 2716 1075 400 0 222 196 726
#> [103,] 58 0 40 194 0 192 0 40 40 72
#> [104,] 0 0 0 726 256 0 0 944 0 1567
#> [105,] 0 0 0 0 74 47 0 0 0 0
#> [106,] 0 0 55 0 93 14 0 0 0 46
#> [107,] 47 755 27 47 234 198 0 185 51 0
#> [108,] 660 1344 690 717 1146 706 147 587 737 216
#> [109,] 347 121 65 84 0 43 0 211 20 20
#> [110,] 67 0 17 0 96 0 211 0 0 0
#> [,108] [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117]
#> [1,] 1326 1119 89 1101 1516 166 852 476 692 490
#> [2,] 603 450 448 1463 713 322 216 336 54 115
#> [3,] 93 66 246 20 0 207 0 0 0 44
#> [4,] 0 0 0 0 0 0 0 0 0 0
#> [5,] 1078 2078 2147 3196 879 2321 1502 485 597 326
#> [6,] 0 50 61 0 0 0 0 0 0 0
#> [7,] 1973 1401 1055 1332 1933 1477 1105 1140 660 620
#> [8,] 143 542 1097 786 717 979 370 319 506 73
#> [9,] 835 0 106 0 710 320 270 225 537 166
#> [10,] 0 0 0 0 0 0 0 0 0 0
#> [11,] 121 0 0 0 323 311 0 0 7 179
#> [12,] 0 0 0 138 0 0 0 104 4 0
#> [13,] 0 176 566 0 739 64 169 0 64 213
#> [14,] 0 0 0 0 56 0 0 0 75 0
#> [15,] 0 85 944 661 359 66 913 257 424 35
#> [16,] 0 0 0 0 313 88 0 0 33 0
#> [17,] 22127 10216 4457 14721 12135 11592 9821 17190 16881 2842
#> [18,] 0 700 639 3737 559 261 976 845 1553 2378
#> [19,] 72 0 0 0 119 0 0 0 0 0
#> [20,] 1602 1082 1797 2173 1338 1574 1097 856 398 410
#> [21,] 971 433 1176 0 633 1100 819 102 206 661
#> [22,] 67 0 108 0 0 0 19 0 20 109
#> [23,] 0 0 0 0 0 0 0 0 98 0
#> [24,] 0 208 333 131 214 84 234 392 39 165
#> [25,] 34 28 126 719 217 388 69 70 210 25
#> [26,] 637 428 546 1131 206 608 349 249 109 331
#> [27,] 933 865 787 1473 73 574 1330 0 344 150
#> [28,] 0 0 85 0 10 68 0 88 59 0
#> [29,] 692 406 95 134 356 97 350 198 238 48
#> [30,] 389 215 931 0 337 70 402 199 291 347
#> [31,] 0 0 0 0 0 0 0 0 0 0
#> [32,] 0 28 81 0 27 58 67 0 34 63
#> [33,] 1276 1321 2607 2017 1002 819 1179 1039 462 374
#> [34,] 0 0 0 0 0 0 0 0 0 0
#> [35,] 1948 920 3735 276 324 1496 2749 839 2223 1112
#> [36,] 1990 1756 2161 2956 2184 555 466 566 149 1166
#> [37,] 1094 479 995 112 1068 332 746 441 428 326
#> [38,] 4658 1823 1841 4203 9244 675 1621 1970 4790 3959
#> [39,] 431 31 357 0 142 218 272 288 30 122
#> [40,] 0 0 0 0 96 0 0 0 34 0
#> [41,] 0 48 0 287 2 349 55 195 18 335
#> [42,] 3240 2979 3961 4199 5083 2238 3073 3580 3016 2427
#> [43,] 175 223 85 0 185 0 108 164 23 212
#> [44,] 7499 3953 5509 2567 3602 5290 5528 10424 9088 6572
#> [45,] 482 318 220 328 475 472 241 29 232 24
#> [46,] 174 1083 2660 992 627 1603 957 1743 696 747
#> [47,] 0 325 458 2770 271 572 415 52 20 228
#> [48,] 0 49 169 0 0 116 0 171 73 0
#> [49,] 131 328 656 0 599 291 467 257 371 406
#> [50,] 13744 34683 27560 15972 9400 15022 38884 32584 26789 50049
#> [51,] 0 16 0 0 147 0 0 0 32 137
#> [52,] 0 54 0 0 29 0 65 0 279 44
#> [53,] 0 25 0 0 572 0 285 325 128 116
#> [54,] 0 412 131 0 219 53 253 743 181 230
#> [55,] 0 0 0 0 27 409 70 117 0 0
#> [56,] 1361 499 196 1591 174 262 0 83 0 770
#> [57,] 368 178 341 0 220 93 79 0 34 131
#> [58,] 550 245 419 0 372 182 221 363 41 83
#> [59,] 1417 204 1190 0 1673 380 681 1092 232 1465
#> [60,] 0 254 361 0 0 219 325 70 246 1
#> [61,] 70 44 450 698 173 36 321 161 211 53
#> [62,] 165 32 569 617 558 1598 201 949 199 1449
#> [63,] 0 0 362 0 143 102 590 523 882 7
#> [64,] 46 0 70 0 25 0 82 0 22 12
#> [65,] 0 11 96 0 0 0 52 0 24 0
#> [66,] 968 3368 3202 445 2678 1270 2049 3791 2989 3225
#> [67,] 2041 2030 1817 1381 1101 1544 2192 1653 2149 2347
#> [68,] 420 245 42 978 0 294 226 0 0 502
#> [69,] 0 129 137 0 15 40 0 0 0 69
#> [70,] 79 176 337 1931 143 0 247 178 217 234
#> [71,] 8855 62 375 3459 2287 21343 0 0 18 3204
#> [72,] 2432 849 608 2403 1461 1056 2018 1267 2248 2185
#> [73,] 892 331 668 2676 371 247 341 98 245 82
#> [74,] 0 904 87 0 927 515 0 0 943 14
#> [75,] 1244 630 760 160 932 414 775 740 351 314
#> [76,] 0 46 0 0 0 0 0 0 0 0
#> [77,] 0 37 33 0 0 0 0 0 76 129
#> [78,] 1999 1187 2452 732 1603 904 1028 570 937 507
#> [79,] 0 4320 0 7232 11629 9221 2918 2839 646 888
#> [80,] 555 50 0 0 50 181 0 0 15 134
#> [81,] 0 0 0 0 0 0 0 0 0 0
#> [82,] 0 0 0 323 0 0 0 0 0 0
#> [83,] 198 0 0 0 27 19 63 0 0 53
#> [84,] 0 113 183 0 114 21 106 86 0 0
#> [85,] 0 2502 3923 0 561 934 0 2039 3637 0
#> [86,] 0 0 0 0 0 0 0 0 0 0
#> [87,] 0 0 0 0 0 0 0 0 106 0
#> [88,] 470 659 1149 0 725 344 103 275 589 372
#> [89,] 0 68 668 0 0 0 0 0 0 254
#> [90,] 0 0 211 0 38 164 0 0 0 0
#> [91,] 0 155 162 0 72 0 0 0 8 0
#> [92,] 151 183 546 0 639 90 182 99 61 438
#> [93,] 246 0 0 0 159 61 32 48 0 8
#> [94,] 943 759 2452 427 906 870 540 991 1033 866
#> [95,] 0 0 0 0 0 0 0 249 5 0
#> [96,] 71 81 46 0 70 0 0 0 14 12
#> [97,] 918 137 1819 328 1451 611 1063 0 533 1807
#> [98,] 1492 828 2284 3321 153 754 380 555 84 90
#> [99,] 0 535 81 2157 331 0 0 49 26 85
#> [100,] 0 40 105 717 24 32 108 0 0 0
#> [101,] 0 13 176 0 68 38 30 0 54 0
#> [102,] 257 294 481 1098 1056 381 296 217 306 33
#> [103,] 0 30 61 0 0 6 180 0 25 37
#> [104,] 155 152 565 1746 799 199 548 0 575 91
#> [105,] 0 11 7 0 0 0 38 0 0 0
#> [106,] 0 18 0 0 0 0 0 15 7 0
#> [107,] 225 26 158 0 163 79 74 0 4 91
#> [108,] 401 537 1081 907 1304 287 1482 0 581 376
#> [109,] 133 92 26 0 314 126 0 158 104 296
#> [110,] 0 52 0 0 0 0 0 0 61 9
#> [,118] [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127]
#> [1,] 1167 836 562 137 1139 419 6847 2335 0 3462
#> [2,] 0 524 229 1049 48 643 77 462 850 433
#> [3,] 0 133 0 222 0 0 559 0 0 255
#> [4,] 0 0 0 0 0 0 0 0 0 0
#> [5,] 2718 985 2514 1337 2402 2818 12729 0 3579 3795
#> [6,] 0 0 0 0 0 0 0 0 0 0
#> [7,] 1898 1521 2269 713 2045 971 7306 1312 659 7732
#> [8,] 352 477 597 1183 1368 244 4174 176 1803 2699
#> [9,] 0 433 124 352 571 207 3147 0 667 645
#> [10,] 0 0 0 0 0 0 0 0 0 0
#> [11,] 0 0 17 329 260 593 0 0 214 0
#> [12,] 19 121 0 0 0 0 368 159 410 0
#> [13,] 2842 434 445 491 951 92 0 535 0 0
#> [14,] 0 13 70 0 0 0 152 0 2198 0
#> [15,] 2189 400 0 3007 2121 1123 137 0 0 0
#> [16,] 82 222 0 0 0 0 0 500 0 0
#> [17,] 2109 8364 10273 15750 6065 6284 1176 1261 2960 917
#> [18,] 768 962 295 691 2288 1319 2036 0 0 83
#> [19,] 0 0 0 0 99 0 0 0 286 0
#> [20,] 753 1567 867 1584 879 1505 2003 3760 3018 2703
#> [21,] 288 777 596 231 348 574 1401 4091 157 2340
#> [22,] 221 0 56 94 0 43 254 1008 567 200
#> [23,] 0 0 0 0 29 0 0 1289 739 240
#> [24,] 0 547 134 592 582 693 0 1228 0 0
#> [25,] 0 155 327 89 194 519 134 1568 0 0
#> [26,] 0 28 285 371 391 204 446 2461 324 0
#> [27,] 0 399 511 128 710 617 0 1177 416 342
#> [28,] 0 65 94 444 0 33 52 409 1695 368
#> [29,] 667 214 754 398 192 231 42 382 846 24
#> [30,] 0 342 251 812 400 488 270 3091 149 1143
#> [31,] 0 0 0 0 0 0 0 0 0 0
#> [32,] 923 139 0 184 287 215 195 133 0 0
#> [33,] 445 1655 2106 882 1232 1299 3494 1309 1355 3805
#> [34,] 0 0 0 0 0 0 0 0 0 0
#> [35,] 1421 5646 2607 367 4200 50 4092 1018 4098 4100
#> [36,] 2444 1511 645 2125 1579 926 704 467 5027 735
#> [37,] 1798 664 881 1361 606 798 3735 3378 774 2011
#> [38,] 4232 586 8054 2438 5044 1725 895 0 429 0
#> [39,] 345 9 296 236 270 478 0 551 1566 117
#> [40,] 0 148 0 149 0 46 268 343 0 445
#> [41,] 0 0 0 0 939 624 0 0 0 0
#> [42,] 244 4589 3040 1853 3149 3905 2158 10743 1174 12258
#> [43,] 0 48 188 279 190 231 692 1129 1952 0
#> [44,] 6263 5321 7400 2773 6450 4832 1916 2990 3568 1133
#> [45,] 0 0 383 274 253 596 122 0 1379 924
#> [46,] 1613 113 1403 606 1631 1316 0 468 1027 866
#> [47,] 849 862 1517 98 346 923 453 1575 507 561
#> [48,] 192 82 109 139 124 107 0 197 0 3699
#> [49,] 346 461 370 175 341 71 0 513 248 73
#> [50,] 12917 24361 22095 33765 30057 20634 2928 6049 2334 6366
#> [51,] 0 128 26 0 183 129 0 397 0 565
#> [52,] 0 538 0 0 43 41 55 0 0 49
#> [53,] 0 0 387 0 0 434 0 0 724 0
#> [54,] 1114 622 921 772 917 303 164 472 39 502
#> [55,] 0 38 42 0 122 0 1161 0 0 0
#> [56,] 777 1246 146 1919 69 599 1045 478 0 493
#> [57,] 0 63 145 110 162 0 218 536 0 3197
#> [58,] 50 753 486 294 592 90 277 1393 0 429
#> [59,] 2045 2142 1822 1463 731 382 913 905 186 0
#> [60,] 1067 154 99 105 18 55 168 0 470 335
#> [61,] 0 99 720 190 351 236 291 0 505 0
#> [62,] 734 1446 554 280 0 1144 136 0 0 0
#> [63,] 0 541 351 0 133 498 1093 881 899 0
#> [64,] 0 41 310 0 93 0 222 0 1800 388
#> [65,] 0 0 0 204 0 0 833 253 1023 1434
#> [66,] 5059 3814 4166 1177 2822 1359 1121 1848 834 1410
#> [67,] 6544 2696 3738 85 2634 3826 1474 237 3455 1438
#> [68,] 468 416 56 884 178 0 0 406 0 0
#> [69,] 0 0 47 468 25 353 0 128 0 38
#> [70,] 75 339 174 67 83 451 323 2308 459 976
#> [71,] 416 0 600 0 483 710 0 327 0 1873
#> [72,] 2443 1072 1179 1499 1115 2111 353 0 649 1287
#> [73,] 0 187 324 0 368 115 1956 1330 3336 542
#> [74,] 302 290 689 0 735 120 0 0 0 0
#> [75,] 514 1033 760 779 618 475 1222 2546 2297 2417
#> [76,] 0 0 0 0 0 53 0 0 0 0
#> [77,] 0 37 17 0 0 0 143 0 929 879
#> [78,] 2058 1179 1508 1960 769 1879 1037 2498 1957 1867
#> [79,] 7393 75 405 820 1002 9686 0 1143 0 0
#> [80,] 316 119 9 0 0 25 514 100 3608 212
#> [81,] 308 0 0 60 0 0 1023 0 0 0
#> [82,] 0 0 45 0 52 0 0 0 0 0
#> [83,] 0 118 38 0 73 0 0 529 0 0
#> [84,] 0 115 113 36 196 284 1940 4632 623 1945
#> [85,] 0 4469 0 2231 1035 4353 0 0 3138 0
#> [86,] 0 137 0 0 0 0 0 0 0 0
#> [87,] 0 0 0 0 0 0 919 687 0 0
#> [88,] 503 1130 451 244 963 986 663 0 1035 613
#> [89,] 115 0 211 171 32 386 0 0 0 780
#> [90,] 0 11 18 49 0 0 152 226 2273 718
#> [91,] 0 0 0 322 0 61 0 0 0 0
#> [92,] 109 125 247 377 973 191 1266 251 0 506
#> [93,] 0 84 304 0 77 0 1274 0 406 83
#> [94,] 681 1398 1033 630 1735 650 5325 4724 1039 1968
#> [95,] 0 177 2 0 61 0 325 1544 1916 0
#> [96,] 0 58 0 0 35 128 450 0 243 1111
#> [97,] 1724 1399 391 462 1606 144 1510 582 0 2778
#> [98,] 2138 1013 4288 1901 69 2113 639 381 3449 1013
#> [99,] 0 433 63 0 0 377 106 0 0 0
#> [100,] 0 0 11 0 101 588 127 561 0 209
#> [101,] 753 0 0 0 0 46 475 319 3011 1540
#> [102,] 1132 178 413 676 208 138 0 0 0 0
#> [103,] 0 104 206 0 484 67 111 0 0 53
#> [104,] 3697 2779 278 996 157 4609 0 0 4170 670
#> [105,] 0 0 0 0 0 0 0 0 0 0
#> [106,] 0 0 0 0 2 57 0 0 1966 248
#> [107,] 0 67 69 0 81 0 173 674 1169 445
#> [108,] 2150 892 662 928 593 809 908 9137 3206 3078
#> [109,] 0 46 297 58 125 341 485 819 915 2430
#> [110,] 0 0 183 125 0 0 435 699 0 373
#> [,128] [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137]
#> [1,] 992 4328 2415 404 2609 476 2815 723 0 0
#> [2,] 0 2954 2098 2445 378 0 0 1590 0 2179
#> [3,] 0 400 349 0 0 789 0 472 0 0
#> [4,] 0 0 0 0 0 0 0 0 0 0
#> [5,] 588 7214 1816 201 3276 3119 1872 1680 5992 1360
#> [6,] 0 0 0 200 0 0 0 0 0 0
#> [7,] 0 5661 6692 1061 2495 0 4446 4335 3556 1680
#> [8,] 287 1701 412 172 2432 751 971 1403 3682 2802
#> [9,] 0 921 3095 0 165 174 0 237 582 0
#> [10,] 0 0 0 0 0 0 0 0 0 0
#> [11,] 0 0 1596 0 0 570 0 519 219 0
#> [12,] 194 1127 0 0 388 999 2293 0 0 0
#> [13,] 0 0 0 400 181 406 96 992 464 0
#> [14,] 0 0 919 200 0 0 0 0 0 2723
#> [15,] 0 0 0 576 294 0 0 0 0 1972
#> [16,] 0 0 0 0 0 0 0 0 0 0
#> [17,] 698 2222 431 3777 1535 0 975 2534 0 527
#> [18,] 0 465 0 178 1111 1922 406 863 0 0
#> [19,] 0 0 0 169 0 0 0 0 0 0
#> [20,] 0 1186 1251 1261 600 1595 550 127 895 1567
#> [21,] 4032 315 1724 201 1063 194 0 1264 381 2428
#> [22,] 1585 543 297 0 0 0 0 0 0 0
#> [23,] 0 356 0 345 0 162 125 134 0 1005
#> [24,] 0 0 0 0 0 0 0 0 0 7220
#> [25,] 0 123 0 157 0 194 0 0 0 0
#> [26,] 0 786 785 45 1670 444 891 904 2047 1199
#> [27,] 0 187 791 337 0 0 1005 240 870 0
#> [28,] 0 0 581 461 800 0 0 0 0 621
#> [29,] 1193 455 260 73 0 2635 0 1187 931 275
#> [30,] 2837 911 0 2022 1277 388 510 1819 484 9997
#> [31,] 0 0 0 0 0 0 0 0 0 0
#> [32,] 0 0 0 0 0 606 0 0 0 0
#> [33,] 1252 1894 189 1646 2188 606 3205 2735 0 1571
#> [34,] 0 0 0 0 0 0 0 0 0 0
#> [35,] 0 1951 0 244 4464 153 4277 1090 1217 92
#> [36,] 0 1690 677 462 1084 1788 1021 2250 1936 2463
#> [37,] 1995 2358 1731 1775 2114 2029 0 1166 2651 896
#> [38,] 0 0 0 0 0 0 0 0 0 251
#> [39,] 0 288 0 106 0 153 1281 0 157 0
#> [40,] 0 139 1012 0 233 0 0 107 0 0
#> [41,] 0 0 0 310 0 267 0 1321 0 1406
#> [42,] 2209 437 4999 8410 48 4946 2297 5930 3617 0
#> [43,] 3652 607 372 1641 1543 1695 1456 225 340 0
#> [44,] 818 2973 1010 3317 1860 6843 2873 172 3867 2212
#> [45,] 0 0 0 0 0 0 925 0 763 975
#> [46,] 2647 185 1848 169 953 1938 316 1023 793 486
#> [47,] 1716 0 0 304 346 2071 1779 424 517 0
#> [48,] 0 0 3421 609 1618 0 2236 1109 0 0
#> [49,] 1408 0 0 0 348 0 708 495 0 0
#> [50,] 9962 10509 6989 8444 7891 3511 12920 1764 15734 4134
#> [51,] 5086 0 0 0 0 0 0 136 0 0
#> [52,] 0 0 312 0 194 587 0 0 0 413
#> [53,] 0 1197 0 227 0 0 0 0 0 0
#> [54,] 0 87 0 1312 2166 0 402 0 291 418
#> [55,] 0 1937 0 241 231 837 0 0 0 0
#> [56,] 0 756 402 2417 638 4943 0 0 1734 260
#> [57,] 806 2534 1477 603 981 2303 0 0 1536 1355
#> [58,] 0 0 0 521 24 815 1617 809 2127 744
#> [59,] 744 940 2239 724 786 375 0 952 2386 655
#> [60,] 0 401 0 0 0 494 0 1591 2021 2428
#> [61,] 0 0 0 0 1551 0 2601 0 1260 0
#> [62,] 0 1896 1371 1160 231 821 322 0 150 0
#> [63,] 0 341 2202 504 1172 0 1160 227 1556 236
#> [64,] 0 0 0 406 0 0 0 0 0 0
#> [65,] 0 0 1657 1459 0 0 0 0 0 0
#> [66,] 5384 2285 765 2855 1197 2179 0 2547 0 0
#> [67,] 0 1266 1151 1516 1421 1906 4891 2938 0 0
#> [68,] 0 1617 0 841 2455 0 661 0 0 0
#> [69,] 0 0 0 0 942 0 0 0 0 0
#> [70,] 0 0 1126 457 727 0 4220 884 0 0
#> [71,] 0 0 0 0 0 2418 0 1262 0 2248
#> [72,] 1638 1129 636 75 1058 2377 388 2217 505 2153
#> [73,] 0 3489 4436 3147 211 1552 1456 1006 1288 0
#> [74,] 0 0 0 5712 0 0 0 2044 0 0
#> [75,] 1433 1060 387 214 710 592 0 1671 1473 970
#> [76,] 0 0 0 0 0 0 0 0 0 0
#> [77,] 0 558 0 1835 0 0 0 769 3725 0
#> [78,] 311 3651 2576 2050 2173 2294 6530 5086 3920 3201
#> [79,] 1328 282 0 0 358 1875 548 823 0 172
#> [80,] 3032 479 857 825 256 1972 0 862 89 2688
#> [81,] 0 0 0 672 140 0 0 622 137 0
#> [82,] 945 0 0 427 630 422 734 417 577 2056
#> [83,] 0 0 0 0 31 0 0 1001 0 0
#> [84,] 1253 822 2712 2806 2910 3634 326 1546 1519 1727
#> [85,] 4665 0 0 0 3450 2984 0 770 333 0
#> [86,] 0 0 0 0 0 0 0 0 0 0
#> [87,] 0 721 722 200 198 87 0 254 779 0
#> [88,] 1109 347 1001 160 504 703 3159 3596 362 0
#> [89,] 0 0 0 608 0 0 0 0 0 323
#> [90,] 6524 2218 1746 631 911 244 520 2536 300 3116
#> [91,] 36 0 438 748 1142 0 0 263 0 0
#> [92,] 5576 244 477 0 10 1048 810 1178 0 2856
#> [93,] 1647 3038 1302 0 683 66 0 833 1141 0
#> [94,] 9253 5658 1372 724 3839 5385 6236 412 4554 3394
#> [95,] 0 554 0 774 1 658 533 638 0 0
#> [96,] 0 1679 1481 2669 2256 2614 2438 2507 3519 3503
#> [97,] 361 379 1184 2062 1212 1041 204 1125 3102 0
#> [98,] 4118 554 1522 0 1640 1612 2495 0 2346 4243
#> [99,] 0 0 0 0 0 0 0 0 0 0
#> [100,] 0 103 0 162 0 518 0 850 0 590
#> [101,] 2627 56 544 1087 2630 1336 0 0 2062 0
#> [102,] 0 0 579 0 400 0 0 0 0 0
#> [103,] 238 230 722 0 0 0 0 214 0 0
#> [104,] 0 244 5169 474 865 1432 3950 266 2051 2325
#> [105,] 0 0 0 0 462 0 0 0 0 0
#> [106,] 0 0 0 0 0 508 0 1643 1977 0
#> [107,] 0 1795 1093 783 1831 582 1183 1302 311 0
#> [108,] 2498 1737 4542 1710 1448 3610 0 1495 101 1514
#> [109,] 1184 1556 4024 2043 3046 579 636 2592 1786 2476
#> [110,] 0 0 952 810 1002 0 0 109 0 0
#> [,138] [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 1921 3780 0 1146 2299 1527 353 3235 2800 8139
#> [2,] 487 0 533 1849 2409 1908 842 0 958 0
#> [3,] 0 0 703 0 0 0 0 777 0 942
#> [4,] 0 0 0 0 0 0 0 0 0 0
#> [5,] 4464 2535 1443 2500 3189 2868 3426 4160 4504 2953
#> [6,] 0 0 0 0 0 0 0 205 0 0
#> [7,] 4507 4369 3899 784 4816 9213 0 514 230 0
#> [8,] 465 5812 2105 945 2678 2017 1076 3982 2130 1397
#> [9,] 802 2671 163 577 1479 0 2945 241 1732 0
#> [10,] 0 0 0 0 0 464 0 216 0 0
#> [11,] 0 0 0 0 0 0 0 137 90 0
#> [12,] 0 0 0 0 0 314 1246 153 347 0
#> [13,] 0 0 1013 0 127 0 667 503 2093 3322
#> [14,] 0 0 0 0 192 0 0 607 0 0
#> [15,] 602 0 227 0 0 0 0 1078 0 0
#> [16,] 0 0 0 564 0 0 0 0 292 0
#> [17,] 2103 0 1794 2384 2174 1713 1558 398 2269 2332
#> [18,] 496 306 879 427 0 472 600 150 294 1609
#> [19,] 0 0 0 731 0 0 0 0 0 0
#> [20,] 1216 44 2713 1177 1571 274 1122 761 442 0
#> [21,] 1506 514 302 587 471 180 566 2377 1045 724
#> [22,] 0 0 0 0 0 0 0 0 0 0
#> [23,] 790 1239 1106 2213 0 958 0 0 207 342
#> [24,] 314 3109 553 79 0 0 0 430 776 1056
#> [25,] 0 0 0 0 0 164 0 0 0 0
#> [26,] 176 317 0 1370 0 1608 0 169 352 630
#> [27,] 530 0 519 0 113 418 1553 0 185 0
#> [28,] 0 0 1556 0 0 1565 0 0 151 0
#> [29,] 404 137 1113 0 650 1439 92 434 2105 418
#> [30,] 0 0 522 1341 339 263 823 1164 2848 7035
#> [31,] 0 0 0 0 0 0 0 0 0 0
#> [32,] 0 0 0 364 824 331 118 613 0 676
#> [33,] 925 1445 1616 259 3152 425 0 712 1151 1089
#> [34,] 0 0 0 0 0 0 0 0 0 0
#> [35,] 849 2017 541 2165 474 0 1728 352 1734 4446
#> [36,] 1890 2902 2729 2642 2432 3410 2397 3501 2880 6153
#> [37,] 967 1033 479 326 2177 1619 3053 4383 1550 4201
#> [38,] 0 0 320 0 0 816 0 0 104 0
#> [39,] 115 332 0 1660 0 0 0 445 1188 0
#> [40,] 0 0 774 237 0 0 0 658 0 0
#> [41,] 0 0 840 0 29 0 0 1461 0 0
#> [42,] 4167 940 3192 5142 3073 1320 1545 7201 901 6089
#> [43,] 249 1783 199 682 1959 0 260 0 601 1238
#> [44,] 4404 2510 3105 2221 1841 1536 478 2633 2392 2077
#> [45,] 1825 0 288 226 2330 295 668 0 3428 0
#> [46,] 650 1787 2641 998 1749 2678 2098 1721 455 1021
#> [47,] 0 778 392 726 1746 0 0 1131 273 616
#> [48,] 0 1152 743 2872 2186 0 1816 405 526 426
#> [49,] 326 322 0 0 0 273 0 0 0 0
#> [50,] 7058 0 7044 10253 956 5257 5534 9375 6983 7300
#> [51,] 0 0 126 0 0 0 0 0 108 219
#> [52,] 0 0 0 0 0 522 0 879 240 0
#> [53,] 0 0 0 680 0 0 352 0 471 0
#> [54,] 206 2702 935 62 415 2234 426 887 891 1471
#> [55,] 0 0 0 0 0 0 0 123 0 0
#> [56,] 2155 124 762 1359 2680 258 0 194 1629 3204
#> [57,] 179 254 1383 0 853 240 709 0 652 0
#> [58,] 4913 519 0 0 1141 0 193 1437 2507 0
#> [59,] 1859 2297 194 0 1042 923 30 1690 2536 0
#> [60,] 711 0 179 256 649 224 3270 260 774 1303
#> [61,] 0 0 716 1406 1910 1365 2543 0 146 0
#> [62,] 0 0 315 743 0 482 1609 96 1730 0
#> [63,] 1755 455 404 1222 348 1214 0 3482 0 836
#> [64,] 787 0 109 550 447 0 0 0 0 0
#> [65,] 741 0 0 0 475 0 0 354 0 0
#> [66,] 2181 3376 564 0 4140 1356 1080 2046 2201 888
#> [67,] 2402 1566 1918 1793 1990 2934 2252 226 2987 2870
#> [68,] 666 0 0 2578 1510 0 313 1019 782 2601
#> [69,] 0 0 762 0 0 0 0 0 654 0
#> [70,] 0 1643 1680 1467 868 0 1091 276 0 2303
#> [71,] 0 0 269 685 0 0 0 634 171 0
#> [72,] 1673 2420 2509 855 146 561 0 1509 931 164
#> [73,] 3027 1465 834 3856 3962 3073 1366 0 2236 2384
#> [74,] 0 0 0 1642 2450 2241 5031 7454 736 0
#> [75,] 2888 404 2192 1019 969 687 577 44 1290 547
#> [76,] 0 0 0 2407 0 0 0 0 0 0
#> [77,] 0 2066 903 0 1870 482 0 0 0 2596
#> [78,] 1123 2947 1248 2440 3158 6668 4982 1429 1099 1120
#> [79,] 0 0 0 0 0 0 0 0 0 0
#> [80,] 400 684 494 2829 1605 0 0 210 1562 1411
#> [81,] 1254 0 3695 0 1002 619 0 0 1187 0
#> [82,] 0 0 0 1310 0 0 0 403 51 0
#> [83,] 0 0 0 642 341 0 0 213 0 0
#> [84,] 664 1070 917 1667 499 1490 1256 100 2791 649
#> [85,] 2802 505 2756 0 818 846 1454 864 0 0
#> [86,] 0 0 0 0 0 3114 0 0 0 0
#> [87,] 0 1076 254 864 1562 340 1385 1030 324 0
#> [88,] 0 362 1307 2186 667 0 1562 3085 205 0
#> [89,] 0 0 342 0 0 625 0 0 0 0
#> [90,] 359 1411 5395 1544 1188 931 1722 0 1342 2031
#> [91,] 0 0 248 0 237 0 0 755 507 0
#> [92,] 0 322 918 0 1331 614 636 388 946 1264
#> [93,] 0 386 0 0 633 0 1723 0 275 0
#> [94,] 3817 7854 3810 4753 1165 8386 3714 3351 4865 4450
#> [95,] 0 249 481 0 895 0 488 0 0 0
#> [96,] 4841 360 1735 474 1228 548 2571 2141 1541 0
#> [97,] 990 2322 775 191 1313 520 2785 2209 41 0
#> [98,] 2520 2936 5 246 286 1214 925 47 3926 1394
#> [99,] 0 0 514 0 161 0 0 0 0 0
#> [100,] 0 0 131 0 0 0 0 0 448 0
#> [101,] 1152 901 177 0 1982 1517 1210 1191 480 3827
#> [102,] 0 0 151 0 0 0 0 0 0 0
#> [103,] 0 0 50 164 442 0 0 0 0 0
#> [104,] 398 359 1189 1264 2043 0 2464 1696 0 350
#> [105,] 0 0 0 0 0 0 0 0 353 1005
#> [106,] 0 805 1272 2497 792 0 2247 0 0 523
#> [107,] 1408 1064 126 111 0 210 0 1030 375 81
#> [108,] 4039 6088 3608 2735 734 413 5151 2267 1316 1165
#> [109,] 434 1844 1368 489 730 1612 1535 547 1440 0
#> [110,] 1405 849 0 1774 1088 0 1515 0 0 0
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157]
#> [1,] 1207 2387 1448 1058 451 389 1833 1043 2959 2057
#> [2,] 210 2294 4094 0 0 286 245 119 1025 0
#> [3,] 0 975 0 0 0 0 0 0 0 458
#> [4,] 0 0 0 0 0 0 0 0 0 0
#> [5,] 5638 2270 4071 958 1735 2737 5116 820 2701 3426
#> [6,] 0 0 0 0 0 0 364 0 0 0
#> [7,] 700 2772 1054 569 0 626 1759 3795 3198 4656
#> [8,] 2884 59 1375 1053 0 603 983 3306 2596 2000
#> [9,] 1252 1803 0 1951 774 2238 331 129 1167 621
#> [10,] 0 0 0 0 0 0 887 0 0 0
#> [11,] 0 0 0 691 0 0 0 0 615 0
#> [12,] 0 0 0 1894 0 503 0 0 0 0
#> [13,] 458 0 0 777 277 557 326 728 443 844
#> [14,] 0 0 0 539 260 322 0 0 118 0
#> [15,] 0 0 0 135 0 414 0 234 0 1484
#> [16,] 0 0 0 0 0 0 0 0 0 0
#> [17,] 1609 521 1972 1247 2506 535 2445 2730 5755 504
#> [18,] 2236 617 57 0 3400 213 2297 3527 867 0
#> [19,] 0 0 0 0 0 0 0 0 0 0
#> [20,] 882 921 0 835 1570 193 242 266 1429 475
#> [21,] 1191 1555 1425 213 1821 891 1764 900 864 765
#> [22,] 0 0 0 748 330 1643 133 312 0 0
#> [23,] 820 618 0 0 0 816 1091 485 1182 0
#> [24,] 1379 0 0 1072 920 2016 0 939 0 0
#> [25,] 0 0 0 0 0 0 0 0 0 0
#> [26,] 1001 0 1345 0 0 0 233 203 394 149
#> [27,] 247 176 1858 92 99 1278 109 567 507 753
#> [28,] 0 607 201 200 0 940 0 533 533 313
#> [29,] 455 555 327 838 0 801 2288 1020 486 1286
#> [30,] 1266 1572 245 513 383 338 2375 1677 2567 1580
#> [31,] 0 0 0 0 0 0 0 0 0 0
#> [32,] 0 0 0 0 393 0 0 0 0 264
#> [33,] 689 394 1142 36 2791 2697 1479 144 159 2620
#> [34,] 0 0 0 0 0 0 0 0 0 0
#> [35,] 2963 1130 775 1755 2549 2123 2132 8182 225 1964
#> [36,] 2189 2202 1764 2029 4696 978 1968 1644 4794 688
#> [37,] 487 324 1162 576 992 1058 784 928 822 2086
#> [38,] 0 0 0 896 571 0 694 0 0 141
#> [39,] 2587 2052 0 523 0 210 82 372 281 1351
#> [40,] 0 0 0 0 0 0 0 0 0 133
#> [41,] 152 0 739 0 0 0 1678 0 0 0
#> [42,] 4579 2614 4236 2639 767 4167 9393 5018 4436 12815
#> [43,] 484 1034 0 115 0 0 520 153 0 1622
#> [44,] 3504 1766 4648 4208 761 4099 3201 2267 3941 6734
#> [45,] 1723 0 133 1254 1819 167 225 182 69 336
#> [46,] 835 1293 621 1744 602 2320 1681 2312 3067 0
#> [47,] 586 0 0 213 117 177 758 521 1436 895
#> [48,] 466 0 0 0 1399 681 1370 583 0 1154
#> [49,] 0 481 0 0 0 0 0 113 0 0
#> [50,] 12601 18428 10245 10720 11835 14568 13508 15244 3903 2513
#> [51,] 0 0 0 0 0 363 0 0 0 0
#> [52,] 587 0 629 370 258 0 1024 83 0 1199
#> [53,] 0 0 351 0 0 634 73 0 0 0
#> [54,] 186 1083 165 3307 365 902 1417 1107 434 0
#> [55,] 0 381 0 556 0 596 996 0 0 0
#> [56,] 3434 773 210 1003 3723 722 0 2826 0 3230
#> [57,] 425 0 1441 568 531 1520 440 383 85 235
#> [58,] 2071 3063 1312 1399 315 1370 1680 454 553 1108
#> [59,] 0 1356 2530 2288 713 1509 1181 2757 2274 1070
#> [60,] 0 413 532 0 59 2406 753 540 1584 319
#> [61,] 1925 831 0 662 2594 0 772 0 562 2938
#> [62,] 0 0 964 103 877 7012 166 203 281 0
#> [63,] 607 0 1648 785 301 317 2350 1427 2979 287
#> [64,] 28 0 0 156 0 0 203 0 0 0
#> [65,] 207 0 223 0 1533 0 0 0 510 639
#> [66,] 1669 1343 1134 5489 1114 1373 2404 1111 2631 2111
#> [67,] 232 915 2559 2019 2060 2884 625 2281 1690 1821
#> [68,] 0 742 0 2240 2756 1486 0 0 0 256
#> [69,] 2074 0 197 151 0 0 0 0 692 0
#> [70,] 252 629 0 277 891 1251 882 0 1309 0
#> [71,] 0 0 0 0 0 1982 420 0 485 0
#> [72,] 3321 473 643 1765 24 0 2639 497 2286 1415
#> [73,] 1183 1183 4146 1096 2180 702 944 2027 413 1092
#> [74,] 0 0 0 1992 5909 0 0 0 0 0
#> [75,] 878 1534 1122 121 0 1136 396 774 363 0
#> [76,] 0 834 0 0 0 0 0 0 0 0
#> [77,] 246 0 310 140 2619 667 0 0 0 0
#> [78,] 2694 1617 373 1585 1129 1631 2463 1722 1939 1008
#> [79,] 0 1371 6450 3742 589 2542 670 0 586 2586
#> [80,] 129 752 513 470 0 0 241 631 718 553
#> [81,] 364 72 407 336 0 0 0 624 0 0
#> [82,] 509 0 0 81 622 106 530 0 0 0
#> [83,] 0 0 0 0 0 1528 0 105 0 1529
#> [84,] 1055 454 943 291 1582 1499 665 81 680 0
#> [85,] 502 1960 0 0 587 0 1796 0 0 0
#> [86,] 0 0 0 0 0 3093 0 0 1847 0
#> [87,] 0 1343 0 1060 0 0 155 194 105 1103
#> [88,] 196 3821 0 430 1957 0 122 2223 0 0
#> [89,] 206 0 0 0 0 0 0 0 0 0
#> [90,] 1073 479 2016 1619 231 543 1297 62 1661 0
#> [91,] 1017 0 0 631 648 0 513 183 0 992
#> [92,] 0 1692 0 1771 2049 1167 213 784 652 1962
#> [93,] 400 1028 0 328 0 0 2798 1979 1719 0
#> [94,] 6345 5413 11592 4521 5663 849 1470 1715 2690 2692
#> [95,] 777 63 1325 0 0 0 1374 632 259 0
#> [96,] 997 755 0 1896 2769 800 1859 1484 1269 478
#> [97,] 2525 1787 2738 1848 485 3165 890 4846 1773 381
#> [98,] 1442 1970 3584 2855 390 1122 0 1552 1511 1596
#> [99,] 0 821 0 0 0 0 0 0 0 0
#> [100,] 351 308 0 240 331 0 774 0 730 272
#> [101,] 215 1066 692 374 671 1481 1501 717 421 0
#> [102,] 0 0 0 0 0 0 0 0 0 0
#> [103,] 153 1877 0 0 0 0 0 0 0 450
#> [104,] 2010 2151 582 6559 507 813 0 2091 1564 1338
#> [105,] 162 475 0 0 0 0 0 136 0 0
#> [106,] 0 628 0 0 332 188 466 0 114 413
#> [107,] 987 0 1238 574 381 297 243 934 627 1554
#> [108,] 1600 545 2582 230 2875 534 408 835 4135 1169
#> [109,] 560 206 0 338 1243 0 29 1000 650 729
#> [110,] 197 1623 0 933 0 0 267 1713 349 0
#> [,158] [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167]
#> [1,] 2035 1396 1884 1751 3004 3546 1672 224 2198 3092
#> [2,] 1659 0 1453 1858 1291 5437 1225 0 915 397
#> [3,] 0 0 0 361 691 0 2438 0 0 165
#> [4,] 0 0 0 0 0 0 0 0 0 0
#> [5,] 1577 197 1859 3341 2537 5938 2228 8510 5722 4303
#> [6,] 0 0 0 0 0 0 0 0 0 0
#> [7,] 3509 2181 3565 2319 1911 2150 3593 3292 3728 6492
#> [8,] 7586 1255 3320 3073 322 3576 3646 4268 1456 1612
#> [9,] 615 604 0 635 341 308 317 0 819 1054
#> [10,] 0 0 0 0 0 0 0 0 0 0
#> [11,] 0 258 649 0 0 0 305 0 0 0
#> [12,] 0 0 0 99 245 0 0 296 0 0
#> [13,] 0 542 0 1485 0 0 68 490 0 282
#> [14,] 0 0 0 0 0 0 436 171 164 0
#> [15,] 0 0 0 2313 1232 0 1061 0 1063 0
#> [16,] 0 0 0 0 290 243 283 0 0 0
#> [17,] 3984 1057 3706 1128 1882 500 3548 893 901 880
#> [18,] 0 3794 956 1620 1442 1449 979 1475 1395 2192
#> [19,] 0 0 0 0 0 274 0 0 0 0
#> [20,] 3052 3814 1631 1191 689 177 505 351 197 0
#> [21,] 0 489 770 705 2769 553 909 562 116 365
#> [22,] 0 497 236 837 351 0 1368 0 0 0
#> [23,] 297 813 0 454 0 0 790 0 265 0
#> [24,] 0 310 0 970 2256 0 628 2981 472 0
#> [25,] 0 0 0 0 0 0 127 0 0 0
#> [26,] 485 325 701 335 2071 1049 523 289 591 111
#> [27,] 0 218 1826 0 0 0 311 625 199 1564
#> [28,] 0 0 0 235 0 0 501 395 909 394
#> [29,] 0 0 901 1689 261 1005 1066 0 1085 498
#> [30,] 3970 693 0 314 2090 1025 2097 3828 3707 857
#> [31,] 0 0 0 0 0 0 0 0 0 0
#> [32,] 0 0 0 334 69 593 610 599 593 0
#> [33,] 772 3720 1417 459 789 652 2670 3688 603 505
#> [34,] 0 0 0 0 0 0 0 0 317 0
#> [35,] 4917 718 0 1367 1406 567 209 0 610 375
#> [36,] 3161 2795 1339 1530 0 3459 5059 6543 5052 7603
#> [37,] 0 3122 1092 3026 1244 958 1722 1496 692 826
#> [38,] 2097 0 0 0 0 761 0 0 0 0
#> [39,] 0 0 0 0 0 0 0 0 657 1382
#> [40,] 1681 390 0 0 0 0 259 0 0 0
#> [41,] 0 790 0 0 0 0 95 71 0 458
#> [42,] 7392 3537 3435 4949 1386 7954 6116 2255 2775 5682
#> [43,] 1608 1873 1258 733 988 0 1300 589 910 0
#> [44,] 2335 526 1627 1957 6360 1928 2062 3144 3778 1598
#> [45,] 0 3383 0 0 474 0 719 767 0 933
#> [46,] 2134 993 1465 307 0 4518 1332 616 1470 3473
#> [47,] 0 234 857 44 115 0 0 775 0 0
#> [48,] 1260 3829 714 1232 667 1713 860 2117 0 0
#> [49,] 1859 0 965 183 0 0 0 255 0 0
#> [50,] 2412 796 9605 8805 7724 0 8631 2098 7691 7000
#> [51,] 0 0 780 129 0 0 0 0 0 0
#> [52,] 0 0 0 1518 575 0 205 0 0 0
#> [53,] 0 0 0 0 0 0 0 0 2517 1135
#> [54,] 0 0 0 111 533 1402 0 228 1142 0
#> [55,] 0 0 0 0 0 0 341 1905 0 432
#> [56,] 0 237 0 1286 1197 847 530 0 373 523
#> [57,] 610 418 886 327 332 507 164 0 0 0
#> [58,] 1229 516 979 1119 1050 1130 659 3416 3065 1516
#> [59,] 0 4265 3529 1584 970 2525 94 586 3354 158
#> [60,] 0 3060 0 1803 686 881 3129 177 189 2626
#> [61,] 0 1011 0 1544 888 0 193 0 1541 138
#> [62,] 0 0 0 132 0 565 0 0 0 458
#> [63,] 4705 0 0 0 2374 451 371 845 872 1345
#> [64,] 660 0 509 604 0 0 0 0 0 0
#> [65,] 0 0 659 61 990 0 537 177 0 0
#> [66,] 0 2288 6486 803 752 856 1379 3675 1877 1862
#> [67,] 3534 1029 562 0 1405 153 2053 2546 151 0
#> [68,] 0 0 3452 0 0 3744 86 0 0 3468
#> [69,] 0 0 0 0 0 0 0 0 0 0
#> [70,] 0 2609 0 1411 257 0 292 0 99 0
#> [71,] 0 0 0 3146 261 0 0 0 154 0
#> [72,] 830 7625 0 0 2589 738 1018 410 423 361
#> [73,] 1168 2995 1083 314 2271 1106 2043 4303 1284 4774
#> [74,] 0 2856 0 0 0 0 0 801 688 0
#> [75,] 0 587 1494 384 928 0 1129 767 2111 546
#> [76,] 0 0 0 0 0 0 0 0 0 101
#> [77,] 0 0 0 721 0 0 1237 870 60 512
#> [78,] 1441 3174 3951 1223 403 1116 908 1606 1047 595
#> [79,] 0 0 0 1036 848 0 0 0 0 448
#> [80,] 0 0 2552 470 616 0 816 0 1183 2105
#> [81,] 0 1425 500 1514 1612 428 1593 620 1537 5118
#> [82,] 0 0 2537 0 0 0 0 318 0 151
#> [83,] 0 0 0 2246 0 320 0 1653 0 0
#> [84,] 1982 228 3664 402 0 0 168 2453 1997 1374
#> [85,] 0 0 5487 0 0 5316 2037 446 471 404
#> [86,] 0 801 3199 69 221 3114 0 0 1362 272
#> [87,] 2632 0 0 1468 0 2314 0 1038 476 0
#> [88,] 3045 400 0 738 11073 2065 0 1496 3013 3633
#> [89,] 0 0 0 0 0 0 0 0 559 180
#> [90,] 1212 1959 1176 0 1192 1893 553 0 0 0
#> [91,] 0 0 630 871 0 730 666 243 176 0
#> [92,] 496 0 2540 124 222 932 546 573 299 351
#> [93,] 0 1583 761 0 1545 1720 373 0 476 0
#> [94,] 4796 6173 4442 5172 8824 1289 5501 6922 6441 3143
#> [95,] 1289 488 0 846 0 1588 255 0 0 0
#> [96,] 212 2180 0 526 1399 2093 698 1502 965 229
#> [97,] 1976 5941 1521 4440 943 383 2650 2170 3271 561
#> [98,] 0 0 0 1517 2294 2754 1912 1623 0 0
#> [99,] 0 0 0 0 0 0 0 0 0 0
#> [100,] 412 0 0 276 0 0 252 569 0 0
#> [101,] 0 836 1260 0 1178 0 1464 580 1076 1661
#> [102,] 0 0 0 0 0 0 212 0 644 0
#> [103,] 0 0 1497 300 1053 0 553 98 0 0
#> [104,] 3077 0 0 0 0 2112 400 0 909 0
#> [105,] 0 0 0 0 0 378 0 0 0 0
#> [106,] 511 0 0 0 0 0 889 290 185 0
#> [107,] 2966 972 233 1007 670 4475 685 294 1414 1282
#> [108,] 723 0 0 1984 2819 356 1399 459 484 1121
#> [109,] 0 478 0 1330 0 0 749 821 0 0
#> [110,] 0 0 557 0 0 0 1094 403 0 0
#> [,168] [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177]
#> [1,] 633 0 2161 1396 0 899 4540 0 1920 0
#> [2,] 214 731 1617 274 355 307 0 2856 586 613
#> [3,] 112 0 0 308 358 0 424 0 0 0
#> [4,] 0 0 0 0 0 0 0 0 0 0
#> [5,] 1522 6018 3115 335 2063 2254 2372 2933 3769 4315
#> [6,] 0 0 0 0 0 0 0 0 0 0
#> [7,] 7031 5548 2912 1550 3241 121 919 2219 1718 0
#> [8,] 487 3384 4977 3740 2973 2382 1311 5274 2529 1535
#> [9,] 649 0 226 497 1546 0 1667 895 399 1436
#> [10,] 0 0 0 0 0 0 0 0 0 0
#> [11,] 0 0 0 0 0 0 0 0 0 0
#> [12,] 0 0 0 0 0 216 2773 1013 0 1168
#> [13,] 0 0 0 0 0 104 1171 0 0 0
#> [14,] 0 0 240 0 0 926 0 2760 0 0
#> [15,] 0 0 0 0 0 0 0 0 0 0
#> [16,] 0 3389 0 0 0 0 0 0 944 0
#> [17,] 634 7211 194 1245 3901 2122 1524 3014 4404 368
#> [18,] 327 9456 174 1204 0 192 867 0 379 0
#> [19,] 0 0 0 0 0 0 0 0 0 0
#> [20,] 0 0 1811 1079 135 33 1403 0 700 198
#> [21,] 498 0 0 0 0 1078 632 3048 0 859
#> [22,] 117 0 0 0 0 0 0 0 862 0
#> [23,] 125 0 0 0 993 0 166 0 0 0
#> [24,] 357 0 0 0 225 347 0 0 0 2671
#> [25,] 0 0 0 0 0 1075 244 0 0 0
#> [26,] 316 0 1519 1629 0 2543 649 466 0 913
#> [27,] 0 0 367 331 640 289 0 0 0 787
#> [28,] 1052 0 2287 1007 566 804 0 814 0 0
#> [29,] 303 1150 1264 244 0 1543 403 927 74 1355
#> [30,] 5623 0 2132 1253 1792 1317 1992 426 1135 1149
#> [31,] 0 0 0 0 0 0 0 0 0 0
#> [32,] 0 0 776 1552 0 637 0 0 0 786
#> [33,] 2717 0 1486 567 468 1744 543 596 1074 1200
#> [34,] 0 0 0 0 0 0 0 0 0 0
#> [35,] 0 0 1241 874 0 54 1903 3385 0 0
#> [36,] 10199 13904 8278 7776 1371 3076 1602 2364 4221 4946
#> [37,] 1132 0 546 468 565 2234 424 624 0 0
#> [38,] 297 0 0 0 0 0 0 0 0 0
#> [39,] 104 0 0 0 1208 0 0 0 0 844
#> [40,] 0 0 0 0 0 425 0 0 0 0
#> [41,] 1875 0 0 813 0 0 3153 0 0 1257
#> [42,] 5430 2382 1966 3853 5124 1557 8672 1500 0 1221
#> [43,] 17 0 807 603 91 307 0 1643 492 1252
#> [44,] 3098 0 2893 3779 644 1450 1398 3211 434 1303
#> [45,] 0 3751 1210 3271 0 136 1570 5046 0 4918
#> [46,] 1963 3444 383 0 0 723 1826 0 1886 1702
#> [47,] 1912 0 0 739 1210 258 1462 0 0 2076
#> [48,] 457 0 1857 3398 1627 3309 0 1052 0 165
#> [49,] 0 0 133 0 0 0 0 0 0 0
#> [50,] 1399 0 8156 3500 9181 4913 0 9774 10110 0
#> [51,] 0 0 1020 0 0 0 0 0 0 0
#> [52,] 0 0 0 0 418 426 0 0 553 0
#> [53,] 954 1424 0 1124 0 551 0 5148 1083 922
#> [54,] 0 1399 1360 925 1262 399 0 0 5426 1327
#> [55,] 0 0 0 0 0 0 0 0 0 7689
#> [56,] 929 0 0 1680 0 1027 1639 559 2021 1714
#> [57,] 0 0 1365 0 67 0 0 569 7345 0
#> [58,] 2572 2455 1625 1501 3123 2043 819 1702 2894 4957
#> [59,] 1168 0 2578 1137 1093 2093 1072 0 559 3575
#> [60,] 956 0 0 1637 959 2117 0 75 491 2176
#> [61,] 136 0 0 0 0 0 1100 0 0 0
#> [62,] 0 0 0 0 1372 1316 0 0 816 0
#> [63,] 1858 1361 0 0 1550 661 1127 0 0 1015
#> [64,] 0 0 254 1368 0 0 0 979 0 393
#> [65,] 0 0 0 0 0 0 0 0 0 488
#> [66,] 1022 1179 1406 301 2113 2372 444 813 309 0
#> [67,] 505 0 1023 1451 0 884 3504 2411 621 1200
#> [68,] 6426 0 1652 417 0 1351 724 3690 320 499
#> [69,] 0 0 247 0 0 207 445 0 0 0
#> [70,] 0 3681 641 174 365 152 200 0 289 0
#> [71,] 0 0 0 0 0 0 0 0 1073 0
#> [72,] 1050 2210 0 842 0 350 671 0 2078 0
#> [73,] 2701 1824 2367 4179 2041 5629 0 1294 212 4341
#> [74,] 0 0 0 551 10346 0 0 0 0 0
#> [75,] 847 0 879 2214 1973 2177 418 0 930 2075
#> [76,] 0 0 0 0 0 0 0 0 0 0
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#> [78,] 3141 1033 2237 2701 2960 2156 7323 2029 4160 1031
#> [79,] 274 0 1792 1789 0 0 0 0 3059 0
#> [80,] 3 879 2417 946 515 108 707 0 536 1193
#> [81,] 2648 0 935 0 0 270 0 0 0 0
#> [82,] 0 0 0 0 0 1023 0 0 0 2144
#> [83,] 101 0 0 0 0 0 826 1342 0 0
#> [84,] 310 0 2362 1239 2987 2579 1020 1701 2216 2956
#> [85,] 0 0 2318 0 0 0 0 0 534 0
#> [86,] 0 0 0 0 3587 2983 593 5424 2063 0
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#> [88,] 302 3882 1599 1772 1653 624 265 686 674 0
#> [89,] 0 0 0 0 0 0 0 433 0 0
#> [90,] 1203 0 974 2474 4112 3093 1011 2257 574 721
#> [91,] 620 0 496 0 0 1276 1172 0 0 0
#> [92,] 747 1603 480 333 68 708 356 1552 316 344
#> [93,] 214 0 942 4358 295 2914 808 1027 2393 6495
#> [94,] 5446 9012 1391 5724 4102 3950 6616 5744 3639 3549
#> [95,] 868 0 1702 919 0 0 0 0 1057 880
#> [96,] 910 0 2992 2512 3454 2908 4896 0 1270 6395
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#> [108,] 2228 1439 1558 6562 2024 1755 1194 655 266 1684
#> [109,] 3177 0 741 749 1313 929 2193 0 764 1555
#> [110,] 169 0 188 1119 0 339 0 0 0 0
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#> [2,] 81 788 0 1916 1019 727 0 1201 1859 187
#> [3,] 452 0 339 0 0 0 0 188 0 1255
#> [4,] 0 0 0 0 0 0 0 0 0 0
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#> [9,] 308 2758 749 811 2644 534 0 462 756 1334
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#> [16,] 0 0 0 0 254 0 0 0 0 0
#> [17,] 131 687 2580 1195 0 303 1744 234 0 1252
#> [18,] 449 0 2301 0 389 0 0 836 1467 772
#> [19,] 0 661 302 0 0 0 0 0 0 0
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#> [21,] 544 156 486 589 1081 1245 3304 2434 0 483
#> [22,] 0 1618 0 557 0 254 787 0 0 2351
#> [23,] 0 519 809 1404 0 0 0 0 1328 0
#> [24,] 957 459 0 0 0 144 0 0 0 0
#> [25,] 0 178 0 0 0 0 0 0 0 0
#> [26,] 723 0 0 552 194 584 0 1359 133 1756
#> [27,] 0 647 407 0 0 213 0 773 0 0
#> [28,] 0 1874 32 1989 409 1571 838 98 2078 476
#> [29,] 589 1236 0 0 511 0 320 0 1371 0
#> [30,] 1812 2780 2911 1797 1759 1778 1172 1318 651 1425
#> [31,] 0 0 0 0 0 0 0 0 0 0
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#> [33,] 671 0 1091 863 0 864 775 2120 0 3839
#> [34,] 0 0 0 0 0 0 0 0 0 0
#> [35,] 390 1238 556 1505 865 1436 0 1146 1264 383
#> [36,] 4267 2572 10844 5899 13784 4727 16138 6818 11686 7052
#> [37,] 909 1569 514 807 2059 474 0 1250 2148 111
#> [38,] 0 0 0 0 0 508 0 0 0 0
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#> [40,] 506 395 0 736 112 0 0 0 0 65
#> [41,] 0 1293 431 460 0 0 0 0 0 0
#> [42,] 3764 2020 3908 4402 3422 6779 0 1442 3679 0
#> [43,] 212 1831 685 654 372 1857 0 1658 1701 437
#> [44,] 528 458 288 1663 1067 1288 0 619 1859 350
#> [45,] 2594 1316 175 367 0 0 4388 0 398 1064
#> [46,] 488 2817 1118 1263 0 593 0 254 0 0
#> [47,] 260 622 0 348 0 696 0 153 1975 0
#> [48,] 1838 5309 711 1541 470 3015 0 293 0 537
#> [49,] 0 121 0 0 0 0 0 0 0 267
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#> [53,] 265 141 0 0 679 0 0 411 0 0
#> [54,] 618 471 1067 1276 1700 0 8355 565 881 289
#> [55,] 673 431 0 0 0 660 0 37 0 0
#> [56,] 995 0 1096 343 2410 415 2167 931 263 1995
#> [57,] 528 3039 975 377 909 1527 880 218 0 1303
#> [58,] 1454 2948 3300 0 3038 4031 1874 2960 2312 2693
#> [59,] 840 145 1038 0 308 0 1919 1595 0 574
#> [60,] 934 1503 0 1147 701 2001 0 1699 0 462
#> [61,] 0 0 422 0 306 138 0 0 0 0
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#> [63,] 910 988 514 700 641 3149 0 2048 0 1380
#> [64,] 22 0 220 1533 0 0 0 0 0 900
#> [65,] 648 122 0 0 0 0 0 0 0 784
#> [66,] 258 1094 0 1330 1201 0 0 0 425 1140
#> [67,] 171 2411 1836 1020 0 1402 1241 315 790 0
#> [68,] 2299 470 1092 0 0 0 5807 227 0 237
#> [69,] 0 0 954 0 642 0 0 0 0 171
#> [70,] 696 1256 0 0 363 288 0 854 0 0
#> [71,] 0 0 335 1955 1473 0 0 0 0 0
#> [72,] 301 758 0 774 265 349 1551 807 0 892
#> [73,] 5125 1317 3605 320 1424 2343 1779 2088 4003 5466
#> [74,] 0 8740 1871 11932 0 0 0 3623 0 0
#> [75,] 0 0 3269 0 339 0 0 544 1342 99
#> [76,] 0 0 0 0 0 873 0 0 496 0
#> [77,] 1169 577 3475 2969 672 2046 661 140 0 205
#> [78,] 571 1441 2228 1764 4543 892 0 1694 2787 1044
#> [79,] 764 0 0 954 0 0 0 0 0 0
#> [80,] 1618 3160 0 1088 1041 1296 0 1479 2419 2672
#> [81,] 212 0 1496 1911 3220 529 0 0 1858 0
#> [82,] 160 0 0 0 198 0 0 755 0 0
#> [83,] 181 708 173 0 0 0 772 1216 0 2789
#> [84,] 2620 1515 4721 423 2641 1270 0 2185 295 1434
#> [85,] 580 0 648 0 0 0 0 0 0 0
#> [86,] 305 0 2808 1592 780 133 0 0 108 657
#> [87,] 5433 0 0 0 270 0 0 232 1755 0
#> [88,] 1443 209 0 2856 4626 6187 0 1588 2550 5334
#> [89,] 0 0 0 1002 0 359 0 327 0 1759
#> [90,] 749 688 4255 1578 0 5615 3828 977 1023 531
#> [91,] 1324 0 239 380 1867 0 0 0 0 524
#> [92,] 93 99 190 719 1407 327 0 202 819 2349
#> [93,] 1864 2269 417 0 5449 981 0 4805 3814 568
#> [94,] 2563 3119 4042 3492 1817 4008 4356 2773 5307 5920
#> [95,] 654 0 94 0 2022 0 0 849 1508 0
#> [96,] 2461 3518 4685 2066 3293 2596 7309 1332 1076 1368
#> [97,] 37 0 495 516 269 259 779 0 0 1099
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#> [101,] 174 342 1210 1462 1252 706 0 417 288 0
#> [102,] 236 0 0 0 255 0 0 99 0 0
#> [103,] 482 0 1857 2102 1794 618 0 71 0 188
#> [104,] 346 1248 0 2077 70 0 0 6585 3221 3997
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#> [106,] 661 0 386 572 347 308 4080 1099 650 0
#> [107,] 0 41 819 0 0 0 5491 2076 270 838
#> [108,] 1913 2307 1111 479 444 1582 923 2166 4060 914
#> [109,] 1166 0 1166 683 0 0 850 632 703 485
#> [110,] 0 1659 1677 1004 130 433 0 1065 0 647
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#> [2,] 680 1869 1595 2170 1150 0 1925 1212 818 1857
#> [3,] 399 0 0 345 0 666 945 0 573 0
#> [4,] 1574 0 0 0 0 0 0 0 0 0
#> [5,] 5407 4573 2825 665 5397 3636 4923 1469 1872 2369
#> [6,] 0 0 0 0 0 64 509 0 89 0
#> [7,] 3560 5099 2839 473 5390 3966 1034 2340 3620 2882
#> [8,] 652 3100 3763 1678 4794 361 1093 5121 3160 2047
#> [9,] 557 0 671 471 0 450 2635 508 601 830
#> [10,] 0 0 0 0 0 0 0 0 371 0
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#> [14,] 0 0 219 0 529 0 782 1867 220 0
#> [15,] 0 0 555 0 509 276 0 361 0 0
#> [16,] 0 0 0 0 0 0 0 0 0 354
#> [17,] 501 910 0 1237 0 551 0 629 361 0
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#> [22,] 0 0 1840 0 0 306 0 0 654 0
#> [23,] 1386 0 0 0 0 0 0 0 0 819
#> [24,] 776 0 0 1101 0 0 0 447 428 0
#> [25,] 0 0 0 0 0 234 0 0 0 0
#> [26,] 311 0 664 0 1129 2433 0 53 824 650
#> [27,] 0 0 0 41 0 91 0 0 0 0
#> [28,] 1256 450 578 1308 0 1176 0 1846 1247 0
#> [29,] 208 91 0 0 0 0 559 0 479 268
#> [30,] 1397 6297 4632 4178 1818 5272 1429 4414 2060 12270
#> [31,] 0 0 0 0 0 0 0 0 0 0
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#> [33,] 1817 1458 153 233 0 1250 0 2141 52 75
#> [34,] 0 0 0 0 0 0 0 0 0 0
#> [35,] 0 885 445 729 4009 2182 0 97 108 0
#> [36,] 3989 9787 4584 11317 9342 4356 15552 5958 4649 10265
#> [37,] 1385 1867 1347 580 412 932 2389 927 995 2152
#> [38,] 0 0 0 0 0 0 0 0 0 0
#> [39,] 180 0 0 0 0 0 1539 129 228 0
#> [40,] 408 0 0 84 0 168 0 0 0 0
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#> [42,] 6629 3524 7102 0 4722 213 948 456 2535 1170
#> [43,] 1483 0 1543 0 0 1409 231 3498 764 199
#> [44,] 520 387 287 708 0 2159 606 1397 0 2599
#> [45,] 622 0 0 444 107 259 0 2265 584 0
#> [46,] 0 628 671 1243 0 314 862 0 672 553
#> [47,] 1576 952 720 1013 0 0 0 0 416 0
#> [48,] 1430 433 2357 3844 0 0 1321 1207 2385 1645
#> [49,] 164 0 0 0 0 0 0 486 0 919
#> [50,] 2850 4174 0 2239 2898 6736 4268 1810 3399 0
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#> [53,] 0 0 0 0 0 261 762 95 0 156
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#> [55,] 102 0 0 0 0 0 0 473 473 0
#> [56,] 1151 1012 169 770 82 2885 0 529 895 0
#> [57,] 0 0 793 1887 0 1451 769 1433 1565 0
#> [58,] 2764 3874 5714 1905 1844 1773 3378 1252 1105 1921
#> [59,] 0 2074 635 870 391 353 112 0 107 3450
#> [60,] 1047 976 0 1720 9954 380 3206 5060 236 2399
#> [61,] 0 705 0 0 0 0 1020 0 0 0
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#> [64,] 0 0 496 552 0 0 0 59 0 0
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#> [68,] 0 0 6410 0 1524 3667 588 5239 2868 5235
#> [69,] 0 0 0 0 1114 395 0 0 844 0
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#> [73,] 1464 8028 1651 6122 3933 6871 11135 7508 6303 4747
#> [74,] 0 1465 888 11870 0 0 0 0 4142 0
#> [75,] 214 0 0 0 0 1202 0 124 152 185
#> [76,] 1599 0 0 0 0 0 0 0 1677 0
#> [77,] 2484 0 0 0 698 317 5950 0 2499 1846
#> [78,] 4386 995 440 1079 1636 1980 985 1542 2770 1716
#> [79,] 0 535 0 0 0 100 2991 0 0 0
#> [80,] 1421 0 2106 251 597 2977 3352 2456 478 0
#> [81,] 0 256 1895 0 0 666 0 0 226 0
#> [82,] 0 0 0 0 0 86 0 0 0 0
#> [83,] 0 1601 0 1012 1404 0 0 0 0 0
#> [84,] 204 1311 1110 2311 460 1234 0 1450 2771 2109
#> [85,] 0 0 0 0 0 0 0 327 369 0
#> [86,] 665 455 1302 1281 0 2327 1000 2338 4124 2179
#> [87,] 954 0 324 634 160 1216 0 0 2293 0
#> [88,] 4765 6851 0 5795 1431 2654 564 934 871 4549
#> [89,] 0 0 0 128 0 0 0 428 0 0
#> [90,] 1827 1615 528 1085 756 360 769 1903 543 1925
#> [91,] 419 0 1547 1470 3132 567 0 142 96 0
#> [92,] 160 1359 1067 150 1655 183 439 1125 343 1317
#> [93,] 0 1749 119 1644 402 2237 9858 372 1522 0
#> [94,] 3915 320 7568 3816 4494 3273 0 3325 998 807
#> [95,] 2691 781 0 0 2291 518 0 424 0 0
#> [96,] 1132 2575 2638 2690 3795 434 1893 1717 2720 2877
#> [97,] 1222 369 0 1573 591 589 0 831 0 703
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#> [108,] 1139 1397 1143 3579 3769 1836 305 1075 2176 336
#> [109,] 343 0 280 1819 518 530 0 253 123 0
#> [110,] 0 0 906 0 0 397 0 128 1052 0
#> [,198] [,199] [,200]
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#> [3,] 286 0 798
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#> [6,] 133 0 0
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#> [8,] 2460 3055 1611
#> [9,] 339 1499 0
#> [10,] 0 0 197
#> [11,] 371 0 0
#> [12,] 374 622 449
#> [13,] 1285 0 1355
#> [14,] 830 1173 186
#> [15,] 0 0 95
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#> [18,] 221 2363 0
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#> [29,] 481 1414 523
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#> [55,] 0 0 0
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#> [57,] 77 0 385
#> [58,] 877 0 805
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#> [60,] 81 1322 2471
#> [61,] 0 0 0
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#> [63,] 411 2013 1830
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#> [73,] 5921 7330 5579
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#> [81,] 2424 2316 0
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#> [84,] 3118 0 3125
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#> [87,] 0 0 339
#> [88,] 1469 11197 0
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#> [90,] 3794 3708 3736
#> [91,] 0 0 0
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#> [93,] 3179 760 0
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#> [95,] 2387 4041 380
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#> [97,] 0 0 4680
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#> [101,] 831 0 1648
#> [102,] 0 0 0
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#> [104,] 374 366 0
#> [105,] 0 0 47
#> [106,] 1189 4829 2102
#> [107,] 2051 3123 1259
#> [108,] 2332 1472 308
#> [109,] 322 0 792
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