Sydney QBUS 5002 Analysis PDF

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Farm

Corp 766 1124 978 1231 1123 1125 1198 1096 708 877 1229 854 968 813 779 1038 844 1184 1015 806 948 1020 1050 856 1024 962 1150 938 1014 904 1312 770 852 904 1106 904 1001 1275 1079 1312 1119 1117 843 1031 923 982 1260 830 958 1034 949 1150 820 981 1221

Tree 1133 1555 1499 1864 1555 1557 1728 1525 774 1446 1852 1409 1498 1311 1182 1501 1391 1680 1500 1293 1495 1500 1503 1413 1500 1498 1601 1493 1500 1474 2395 1142 1404 1474 1534 1474 1500 2115 1514 2381 1548 1545 1389 1500 1487 1499 2006 1361 1497 1501 1496 1597 1330 1499 1825

1434 1587 9450 13444 1350 2851 1942 5114 5875 971 1458 4917 2263 309 2791 758 1553 1500 1204 3483 7513 2081 1166 1351 293 1509 4764 2228 1833 1505 7244 745 3740 1542 3697 10323 209 665 1751 2211 1125 19922 591 1252 933 188 1729 336 1622 1440 1158 2195 2458 3857 138

Q1

Calculate the measures of central ten mean median mode Best to measure central tendency Reason range Note: When evaluating whether medi

1041 1090 1173 1028 883 1029 1160 983 870 1059 776 763 1154 998 1094 861 925 877 1093 926 941 931 1036 791 652 1034 1210 1045 1247 1200 1037 961 1162 1283 1121 1014 910 824 1293 702 823 1197 949 1039 1369 1185 999 1114 1146 1226 674 1093 982 663 888 1146

1501 1521 1653 1500 1452 1500 1619 1499 1437 1506 1174 1113 1608 1499 1524 1424 1488 1445 1523 1488 1493 1490 1501 1236 264 1501 1773 1502 1950 1733 1501 1498 1625 2167 1551 1500 1478 1340 2232 741 1338 1722 1496 1501 2950 1684 1499 1544 1593 1832 491 1523 1499 389 1459 1593

806 177 1354 9452 2550 3821 1380 1519 1441 1602 2383 364 19754 3944 1461 104 1902 1575 966 1252 3170 1666 1485 2713 2412 3306 936 8224 623 1481 23246 1399 3374 2742 2429 2782 65 812 239 84 3290 1504 2860 1380 9420 3185 1476 4534 2814 16153 2311 2321 5908 1266 2429 8328

1120 1063 917 1341 1118 1055 811 1304 1153 1141 894 1066 1080 1078 828 1199 1065 1441 931 972 1046 1099 928 838 1041 977 1070 989 968 783 1264 1037 1182 983 1065 1004 915 905 757 781 982 986 1084 1068 755 1109 1097 815 920 791 1083 1106 836 1258 826 974

1549 1507 1483 2656 1547 1504 1305 2335 1606 1583 1466 1508 1515 1514 1354 1732 1508 4019 1490 1499 1502 1528 1489 1377 1502 1499 1509 1499 1499 1204 2033 1501 1675 1499 1507 1500 1482 1476 1079 1195 1499 1499 1517 1509 1079 1537 1527 1318 1485 1237 1517 1536 1369 2000 1345 1499

2179 871 123 1419 1043 2057 639 6169 3477 3468 1569 3576 1989 2718 513 1495 2311 6540 1525 64 1035 353 2368 2342 7255 34918 314 468 2157 4250 3870 1792 2727 1364 12973 1503 1018 2312 1327 1466 3372 1 1660 1569 1496 1626 10908 254 149 4084 7326 4957 15959 1192 2016 1627

1048 795 1153 824 1071 950 857 967 1323 768 1119 1237 1076 823 937 978 947 1088 946 715 919 892 994 956 965 1174 903 1394 958 1131 1089 914 1179

1503 1251 1605 1344 1510 1496 1414 1498 2483 1139 1549 1890 1513 1336 1492 1499 1495 1520 1495 832 1483 1465 1499 1497 1498 1653 1475 3281 1497 1565 1521 1481 1672

34 1125 19120 3638 1517 1566 206 1898 1494 579 88 1516 1489 1823 1501 1921 1885 942 15098 1486 1899 3749 106 779 2090 4251 1859 50530 98 525 15160 6470 3972

ndency: how to calculate; suitability Farm Ltd Corp Ltd Tree Ltd 1010.07 1535.325 3439.545 1009 1500 1663 904 1499 1125 mean median median median is unaffected by extreme values; mode is used for discrete/qualitative data 789 3755 50529 an or mean is more suitable to describe the central tendency, you can draw the scatter plots to see w

whether there are extreme values.(see below)

Farm 766 1124 978 1231 1123 1125 1198 1096 708 877 1229 854 968 813 779 1038 844 1184 1015 806 948 1020 1050 856 1024 962 1150 938 1014 904 1312 770 852 904 1106 904 1001 1275 1079 1312 1119 1117 843 1031 923 982 1260 830 958 1034 949 1150 820 981 1221 1041 1090 1173

Corp

Tree 1133 1555 1499 1864 1555 1557 1728 1525 774 1446 1852 1409 1498 1311 1182 1501 1391 1680 1500 1293 1495 1500 1503 1413 1500 1498 1601 1493 1500 1474 2395 1142 1404 1474 1534 1474 1500 2115 1514 2381 1548 1545 1389 1500 1487 1499 2006 1361 1497 1501 1496 1597 1330 1499 1825 1501 1521 1653

1434 1587 9450 13444 1350 2851 1942 5114 5875 971 1458 4917 2263 309 2791 758 1553 1500 1204 3483 7513 2081 1166 1351 293 1509 4764 2228 1833 1505 7244 745 3740 1542 3697 10323 209 665 1751 2211 1125 19922 591 1252 933 188 1729 336 1622 1440 1158 2195 2458 3857 138 806 177 1354

Q2

Calculate the 5th percentile the first decile the first quartile the 50th percentile median Best measure to decribe the relative standin Reason

Note: when deciding which measure you cho You choose the histogram which provides yo So it's a tradeoff.

Histograms are provided on the right hand s To get the histogram easily, you need to inst For how to install the Kaddstat, you can go t

1028 883 1029 1160 983 870 1059 776 763 1154 998 1094 861 925 877 1093 926 941 931 1036 791 652 1034 1210 1045 1247 1200 1037 961 1162 1283 1121 1014 910 824 1293 702 823 1197 949 1039 1369 1185 999 1114 1146 1226 674 1093 982 663 888 1146 1120 1063 917 1341 1118 1055

1500 1452 1500 1619 1499 1437 1506 1174 1113 1608 1499 1524 1424 1488 1445 1523 1488 1493 1490 1501 1236 264 1501 1773 1502 1950 1733 1501 1498 1625 2167 1551 1500 1478 1340 2232 741 1338 1722 1496 1501 2950 1684 1499 1544 1593 1832 491 1523 1499 389 1459 1593 1549 1507 1483 2656 1547 1504

9452 2550 3821 1380 1519 1441 1602 2383 364 19754 3944 1461 104 1902 1575 966 1252 3170 1666 1485 2713 2412 3306 936 8224 623 1481 23246 1399 3374 2742 2429 2782 65 812 239 84 3290 1504 2860 1380 9420 3185 1476 4534 2814 16153 2311 2321 5908 1266 2429 8328 2179 871 123 1419 1043 2057

811 1304 1153 1141 894 1066 1080 1078 828 1199 1065 1441 931 972 1046 1099 928 838 1041 977 1070 989 968 783 1264 1037 1182 983 1065 1004 915 905 757 781 982 986 1084 1068 755 1109 1097 815 920 791 1083 1106 836 1258 826 974 1048 795 1153 824 1071 950 857 967 1323

1305 2335 1606 1583 1466 1508 1515 1514 1354 1732 1508 4019 1490 1499 1502 1528 1489 1377 1502 1499 1509 1499 1499 1204 2033 1501 1675 1499 1507 1500 1482 1476 1079 1195 1499 1499 1517 1509 1079 1537 1527 1318 1485 1237 1517 1536 1369 2000 1345 1499 1503 1251 1605 1344 1510 1496 1414 1498 2483

639 6169 3477 3468 1569 3576 1989 2718 513 1495 2311 6540 1525 64 1035 353 2368 2342 7255 34918 314 468 2157 4250 3870 1792 2727 1364 12973 1503 1018 2312 1327 1466 3372 1 1660 1569 1496 1626 10908 254 149 4084 7326 4957 15959 1192 2016 1627 34 1125 19120 3638 1517 1566 206 1898 1494

768 1119 1237 1076 823 937 978 947 1088 946 715 919 892 994 956 965 1174 903 1394 958 1131 1089 914 1179

1139 1549 1890 1513 1336 1492 1499 1495 1520 1495 832 1483 1465 1499 1497 1498 1653 1475 3281 1497 1565 1521 1481 1672

579 88 1516 1489 1823 1501 1921 1885 942 15098 1486 1899 3749 106 779 2090 4251 1859 50530 98 525 15160 6470 3972

Farm Ltd 767.9 810.5 904 1009 1009 deciles deciles have already provided enough information about the relative standing

oose to describe the relative standing, you draw the histog ou with enough information and does not involves too muc

side. tall an addin such as Kaddstat. to Youtube: Excel Install Kaddstat plugin (addin)

Corp Ltd

Tree Ltd 1138.7 1303.8 1474.75 1500 1500

percentiles the percentiles show that 75 out of 200 invoices with this customer (37.5%) have the amount between 1467 and 1505. You won't get this piece of information if you use deciles or quartiles.

gram (with 4 bins/10 bins/100 bins) and look at the distributions of the data. ch random variation.

137.25 313.5 1185.5 1663 1663 deciles deciles have provide enough infor about the relative standing

Lower End Upper End Frequency 849 35 849 1047 84 1047 1244 66 1244 15

mation

Lower End Upper End Frequency 731 6 731 810 14 810 889 25 889 968 37 968 1047 37 1047 1125 39 1125 1204 21 1204 1283 12 1283 1362 6 1362 3

Lower End Upper End Frequency 660 1 660 668 1 668 676 1 676 684 0 684 691 0 691 699 0 699 707 1 707 715 2 715 723 0 723 731 0 731 739 0 739 747 0 747 755 1 755 762 1 762 770 4 770 778 1 778 786 3 786 794 2 794 802 1 802 810 1 810 818 3 818 826 6 826 833 2 833 841 2 841 849 2 849 857 4 857 865 1

865 873 881 889 897 904 912 920 928 936 944 952 960 968 975 983 991 999 1007 1015 1023 1031 1039 1047 1054 1062 1070 1078 1086 1094 1102 1110 1118 1125 1133 1141 1149 1157 1165 1173 1181 1189 1196 1204 1212 1220 1228 1236 1244 1252 1260 1267 1275 1283 1291 1299 1307 1315 1323

873 881 889 897 904 912 920 928 936 944 952 960 968 975 983 991 999 1007 1015 1023 1031 1039 1047 1054 1062 1070 1078 1086 1094 1102 1110 1118 1125 1133 1141 1149 1157 1165 1173 1181 1189 1196 1204 1212 1220 1228 1236 1244 1252 1260 1267 1275 1283 1291 1299 1307 1315 1323 1331

1 2 2 2 4 2 5 4 2 3 6 3 6 2 9 2 3 2 3 1 4 7 4 2 2 6 3 4 6 3 3 3 7 1 1 2 5 2 1 2 3 0 4 1 0 2 2 1 1 2 1 1 1 0 1 1 2 1 0

1331 1338 1346 1354 1362 1370 1378 1386 1394 1402 1409 1417 1425 1433

1338 1346 1354 1362 1370 1378 1386 1394 1402 1409 1417 1425 1433

0 1 0 0 1 0 0 1 0 0 0 0 0 1

Lower End Upper End Frequency 1203 15 1203 2142 175 2142 3080 8 3080 2

Lower End Upper End Frequency 640 3 640 1015 3 1015 1391 29 1391 1766 144 1766 2142 11 2142 2517 6 2517 2893 1 2893 3268 1 3268 3644 1 3644 1

Lower End Upper End Frequency 302 1 302 339 0 339 377 0 377 414 1 414 452 0 452 489 0 489 527 1 527 564 0 564 602 0 602 639 0 639 677 0 677 715 0 715 752 1 752 790 1 790 827 0 827 865 1 865 902 0 902 940 0 940 977 0 977 1015 0 1015 1053 0 1053 1090 2 1090 1128 1 1128 1165 3 1165 1203 3 1203 1240 3 1240 1278 1

1278 1315 1353 1390 1428 1466 1503 1541 1578 1616 1653 1691 1728 1766 1804 1841 1879 1916 1954 1991 2029 2066 2104 2141 2179 2217 2254 2292 2329 2367 2404 2442 2479 2517 2555 2592 2630 2667 2705 2742 2780 2817 2855 2892 2930 2968 3005 3043 3080 3118 3155 3193 3230 3268 3306 3343 3381 3418 3456

1315 1353 1390 1428 1466 1503 1541 1578 1616 1653 1691 1728 1766 1804 1841 1879 1916 1954 1991 2029 2066 2104 2141 2179 2217 2254 2292 2329 2367 2404 2442 2479 2517 2555 2592 2630 2667 2705 2742 2780 2817 2855 2892 2930 2968 3005 3043 3080 3118 3155 3193 3230 3268 3306 3343 3381 3418 3456 3493

3 7 5 6 7 74 27 11 8 4 4 2 2 1 2 2 1 1 0 2 1 0 1 1 0 1 0 0 1 2 0 0 1 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0

3493 3531 0 3531 3568 0 3568 3606 0 3606 3643 0 3643 3681 0 3681 3719 0 3719 3756 0 3756 3794 0 3794 3831 0 3831 3869 0 3869 3906 0 3906 3944 0 3944 3981 0 3981 1 Lower End Upper End Frequency 640 3 640 1015 3 1015 1391 29 1391 1766 144 1766 2142 11 2142 2517 6 2517 2893 1 2893 3268 1 3268 3644 1 3644 1

Lower End Upper End Frequency 12633 188 12633 25266 10 25266 37898 1 37898 1

Lower End Upper End Frequency 5054 171 5054 10107 15 10107 15160 6 15160 20213 5 20213 25265 1 25265 30318 0 30318 35371 1 35371 40424 0 40424 45477 0 45477 1

Lower End Upper End Frequency 506 25 506 1012 18 1012 1517 43 1517 2022 29 2022 2527 20 2527 3033 10 3033 3538 9 3538 4043 10 4043 4549 4 4549 5054 3 5054 5559 1 5559 6064 2 6064 6570 3 6570 7075 0 7075 7580 4 7580 8086 0 8086 8591 2 8591 9096 0 9096 9602 3 9602 10107 0 10107 10612 1 10612 11117 1 11117 11623 0 11623 12128 0 12128 12633 0 12633 13139 1 13139 13644 1

13644 14149 14654 15160 15665 16170 16676 17181 17686 18191 18697 19202 19707 20213 20718 21223 21728 22234 22739 23244 23750 24255 24760 25266 25771 26276 26781 27287 27792 28297 28803 29308 29813 30318 30824 31329 31834 32340 32845 33350 33855 34361 34866 35371 35877 36382 36887 37392 37898 38403 38908 39414 39919 40424 40929 41435 41940 42445 42951

14149 14654 15160 15665 16170 16676 17181 17686 18191 18697 19202 19707 20213 20718 21223 21728 22234 22739 23244 23750 24255 24760 25266 25771 26276 26781 27287 27792 28297 28803 29308 29813 30318 30824 31329 31834 32340 32845 33350 33855 34361 34866 35371 35877 36382 36887 37392 37898 38403 38908 39414 39919 40424 40929 41435 41940 42445 42951 43456

0 0 2 0 2 0 0 0 0 0 1 0 2 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

43456 43961 44467 44972 45477 45982 46488 46993 47498 48004 48509 49014 49519 50025

43961 44467 44972 45477 45982 46488 46993 47498 48004 48509 49014 49519 50025

0 0 0 0 0 0 0 0 0 0 0 0 0 1

Farm 766 1124 978 1231 1123 1125 1198 1096 708 877 1229 854 968 813 779 1038 844 1184 1015 806 948 1020 1050 856 1024 962 1150 938 1014 904 1312 770 852 904 1106 904 1001 1275 1079 1312 1119 1117 843 1031 923 982 1260 830 958 1034 949 1150 820 981 1221 1041 1090 1173

Corp

Tree 1133 1555 1499 1864 1555 1557 1728 1525 774 1446 1852 1409 1498 1311 1182 1501 1391 1680 1500 1293 1495 1500 1503 1413 1500 1498 1601 1493 1500 1474 2395 1142 1404 1474 1534 1474 1500 2115 1514 2381 1548 1545 1389 1500 1487 1499 2006 1361 1497 1501 1496 1597 1330 1499 1825 1501 1521 1653

1434 1587 9450 13444 1350 2851 1942 5114 5875 971 1458 4917 2263 309 2791 758 1553 1500 1204 3483 7513 2081 1166 1351 293 1509 4764 2228 1833 1505 7244 745 3740 1542 3697 10323 209 665 1751 2211 1125 19922 591 1252 933 188 1729 336 1622 1440 1158 2195 2458 3857 138 806 177 1354

Q3

1028 883 1029 1160 983 870 1059 776 763 1154 998 1094 861 925 877 1093 926 941 931 1036 791 652 1034 1210 1045 1247 1200 1037 961 1162 1283 1121 1014 910 824 1293 702 823 1197 949 1039 1369 1185 999 1114 1146 1226 674 1093 982 663 888 1146 1120 1063 917 1341 1118 1055

1500 1452 1500 1619 1499 1437 1506 1174 1113 1608 1499 1524 1424 1488 1445 1523 1488 1493 1490 1501 1236 264 1501 1773 1502 1950 1733 1501 1498 1625 2167 1551 1500 1478 1340 2232 741 1338 1722 1496 1501 2950 1684 1499 1544 1593 1832 491 1523 1499 389 1459 1593 1549 1507 1483 2656 1547 1504

9452 2550 3821 1380 1519 1441 1602 2383 364 19754 3944 1461 104 1902 1575 966 1252 3170 1666 1485 2713 2412 3306 936 8224 623 1481 23246 1399 3374 2742 2429 2782 65 812 239 84 3290 1504 2860 1380 9420 3185 1476 4534 2814 16153 2311 2321 5908 1266 2429 8328 2179 871 123 1419 1043 2057

811 1304 1153 1141 894 1066 1080 1078 828 1199 1065 1441 931 972 1046 1099 928 838 1041 977 1070 989 968 783 1264 1037 1182 983 1065 1004 915 905 757 781 982 986 1084 1068 755 1109 1097 815 920 791 1083 1106 836 1258 826 974 1048 795 1153 824 1071 950 857 967 1323

1305 2335 1606 1583 1466 1508 1515 1514 1354 1732 1508 4019 1490 1499 1502 1528 1489 1377 1502 1499 1509 1499 1499 1204 2033 1501 1675 1499 1507 1500 1482 1476 1079 1195 1499 1499 1517 1509 1079 1537 1527 1318 1485 1237 1517 1536 1369 2000 1345 1499 1503 1251 1605 1344 1510 1496 1414 1498 2483

639 6169 3477 3468 1569 3576 1989 2718 513 1495 2311 6540 1525 64 1035 353 2368 2342 7255 34918 314 468 2157 4250 3870 1792 2727 1364 12973 1503 1018 2312 1327 1466 3372 1 1660 1569 1496 1626 10908 254 149 4084 7326 4957 15959 1192 2016 1627 34 1125 19120 3638 1517 1566 206 1898 1494

768 1119 1237 1076 823 937 978 947 1088 946 715 919 892 994 956 965 1174 903 1394 958 1131 1089 914 1179

1139 1549 1890 1513 1336 1492 1499 1495 1520 1495 832 1483 1465 1499 1497 1498 1653 1475 3281 1497 1565 1521 1481 1672

579 88 1516 1489 1823 1501 1921 1885 942 15098 1486 1899 3749 106 779 2090 4251 1859 50530 98 525 15160 6470 3972

Calculate the measures of variation mininum maximum range (MAX-MIN) Q3 Q1 Interquartile range (Q3-Q1) variance standard deviation coefficient of variation (stdev/mean)*100% median number of observations Best to describe variation

Farm Ltd Corp Ltd Tree Ltd 652 264 1 1441 4019 50530 789 3755 50529 1117.25 1545.5 3372.5 904 1474.75 1185.5 213.25 70.75 2187 24399.23 134711.7 31332027 156.2025 367.0309 5597.502 15% 24% 163% 1009 1500 1663 200 200 200 variance/standard deviation

does not show the whole picture

sensitive to extreme values

Farm 766 1124 978 1231 1123 1125 1198 1096 708 877 1229 854 968 813 779 1038 844 1184 1015 806 948 1020 1050 856 1024 962 1150 938 1014 904 1312 770 852 904 1106 904 1001 1275 1079 1312 1119 1117 843 1031 923 982 1260 830 958 1034 949 1150 820 981 1221 1041 1090 1173

Corp

Tree 1133 1555 1499 1864 1555 1557 1728 1525 774 1446 1852 1409 1498 1311 1182 1501 1391 1680 1500 1293 1495 1500 1503 1413 1500 1498 1601 1493 1500 1474 2395 1142 1404 1474 1534 1474 1500 2115 1514 2381 1548 1545 1389 1500 1487 1499 2006 1361 1497 1501 1496 1597 1330 1499 1825 1501 1521 1653

1434 1587 9450 13444 1350 2851 1942 5114 5875 971 1458 4917 2263 309 2791 758 1553 1500 1204 3483 7513 2081 1166 1351 293 1509 4764 2228 1833 1505 7244 745 3740 1542 3697 10323 209 665 1751 2211 1125 19922 591 1252 933 188 1729 336 1622 1440 1158 2195 2458 3857 138 806 177 1354

Farm

Q4 766 1124 978 1231 1123 1125 1198 1096 708 877 1229 854 968 813 779 1038 844 1184 1015 806 948 1020 1050 856 1024 962 1150 938 1014 904 1312 770 852 904 1106 904 1001 1275 1079 1312 1119 1117 843 1031 923 982 1260 830 958 1034 949 1150 820 981 1221 1041 1090 1173

Calculate the measures of associatio Correlation table Farm Corp Tree How to interpret the correlation table: In addition, the correlations between Covariance table Farm Corp Tree The covariances are positive, indicati

Note: correlation only captures the lin If the correlation coefficient is low, it d To get a better idea about how two va For example, the scatterplot below sh

1028 883 1029 1160 983 870 1059 776 763 1154 998 1094 861 925 877 1093 926 941 931 1036 791 652 1034 1210 1045 1247 1200 1037 961 1162 1283 1121 1014 910 824 1293 702 823 1197 949 1039 1369 1185 999 1114 1146 1226 674 1093 982 663 888 1146 1120 1063 917 1341 1118 1055

1500 1452 1500 1619 1499 1437 1506 1174 1113 1608 1499 1524 1424 1488 1445 1523 1488 1493 1490 1501 1236 264 1501 1773 1502 1950 1733 1501 1498 1625 2167 1551 1500 1478 1340 2232 741 1338 1722 1496 1501 2950 1684 1499 1544 1593 1832 491 1523 1499 389 1459 1593 1549 1507 1483 2656 1547 1504

9452 2550 3821 1380 1519 1441 1602 2383 364 19754 3944 1461 104 1902 1575 966 1252 3170 1666 1485 2713 2412 3306 936 8224 623 1481 23246 1399 3374 2742 2429 2782 65 812 239 84 3290 1504 2860 1380 9420 3185 1476 4534 2814 16153 2311 2321 5908 1266 2429 8328 2179 871 123 1419 1043 2057

1028 883 1029 1160 983 870 1059 776 763 1154 998 1094 861 925 877 1093 926 941 931 1036 791 652 1034 1210 1045 1247 1200 1037 961 1162 1283 1121 1014 910 824 1293 702 823 1197 949 1039 1369 1185 999 1114 1146 1226 674 1093 982 663 888 1146 1120 1063 917 1341 1118 1055

811 1304 1153 1141 894 1066 1080 1078 828 1199 1065 1441 931 972 1046 1099 928 838 1041 977 1070 989 968 783 1264 1037 1182 983 1065 1004 915 905 757 781 982 986 1084 1068 755 1109 1097 815 920 791 1083 1106 836 1258 826 974 1048 795 1153 824 1071 950 857 967 1323

1305 2335 1606 1583 1466 1508 1515 1514 1354 1732 1508 4019 1490 1499 1502 1528 1489 1377 1502 1499 1509 1499 1499 1204 2033 1501 1675 1499 1507 1500 1482 1476 1079 1195 1499 1499 1517 1509 1079 1537 1527 1318 1485 1237 1517 1536 1369 2000 1345 1499 1503 1251 1605 1344 1510 1496 1414 1498 2483

639 6169 3477 3468 1569 3576 1989 2718 513 1495 2311 6540 1525 64 1035 353 2368 2342 7255 34918 314 468 2157 4250 3870 1792 2727 1364 12973 1503 1018 2312 1327 1466 3372 1 1660 1569 1496 1626 10908 254 149 4084 7326 4957 15959 1192 2016 1627 34 1125 19120 3638 1517 1566 206 1898 1494

811 1304 1153 1141 894 1066 1080 1078 828 1199 1065 1441 931 972 1046 1099 928 838 1041 977 1070 989 968 783 1264 1037 1182 983 1065 1004 915 905 757 781 982 986 1084 1068 755 1109 1097 815 920 791 1083 1106 836 1258 826 974 1048 795 1153 824 1071 950 857 967 1323

768 1119 1237 1076 823 937 978 947 1088 946 7...