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Custom Purchases Customer Purchases Customer Purchases Customer Purchases 1 19962 59 8337 117 16777 175 16763 2 15946 60 14773 118 8814 176 9701 3 8180 61 15033 119 8978 177 13009 4 10487 62 24219 120 11925 178 9941 5 18960 63 14931 121 9961 179 6682 6 17938 64 6736 122 13793 180 8470 7 13687 65 16800 123 17778 181 8255 8 9397 66 12498 124 11191 182 17068 9 6582 67 17632 125 5522 183 7338 10 16052 68 12359 126 14012 184 12792 11 9353 69 16261 127 8857 185 12074 12 12644 70 17232 128 15438 186 11559 13 10671 71 20347 129 18882 187 10501 14 14533 72 6955 130 17257 188 15399 15 15953 73 10983 131 11795 189 16433 16 11729 74 12835 132 10249 190 13812 17 19578 75 12367 133 13841 191 15804 18 15901 76 13398 134 9958 192 16843 19 17590 77 14228 135 9480 193 19699 20 19624 78 11154 136 9753 194 15018 21 10732 79 10800 137 12125 195 9326 22 4856 80 6646 138 9258 196 13116 23 11462 81 12354 139 12285 197 8844 24 17603 82 18389 140 13323 198 16318 25 22443 83 7884 141 16196 199 11781 26 19878 84 17903 142 15886 200 14258 27 18095 85 9960 143 16765 201 18752 28 12308 86 13024 144 12858 202 8897 29 8996 87 10507 145 16565 203 17849 30 12415 88 14335 146 16366 204 9609 31 21375 89 8872 147 16502 205 12713 32 10413 90 12401 148 14550 206 7245 33 18231 91 10016 149 10254 207 13244 34 17049 92 12870 150 11633 208 15448 35 5238 93 11061 151 16673 209 16581 36 17160 94 15584 152 24020 210 7373 37 11331 95 3916 153 22980 211 15106 38 8965 96 7343 154 14622 212 20031 39 7633 97 11715 155 15524 213 15372 40 11224 98 10971 156 19114 214 19473 41 14647 99 4084 157 9329 215 9998 42 10521 100 10662 158 14034 216 22550 43 13185 101 21832 159 8912 217 18663 44 19318 102 12984 160 12227 218 13570
45

Data case 4

Dec 25, 2015

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Reza Tianto

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Page 1: Data case 4

CustomPurchases (ICustomer NPurchases (ICustomer NPurchases (Customer NPurchases (CustomePurchases (1 19962 59 8337 117 16777 175 16763 233 84762 15946 60 14773 118 8814 176 9701 234 147413 8180 61 15033 119 8978 177 13009 235 113224 10487 62 24219 120 11925 178 9941 236 160195 18960 63 14931 121 9961 179 6682 237 73046 17938 64 6736 122 13793 180 8470 238 112157 13687 65 16800 123 17778 181 8255 239 144108 9397 66 12498 124 11191 182 17068 240 162699 6582 67 17632 125 5522 183 7338 241 14976

10 16052 68 12359 126 14012 184 12792 242 1343211 9353 69 16261 127 8857 185 12074 243 695312 12644 70 17232 128 15438 186 11559 244 1846813 10671 71 20347 129 18882 187 10501 245 1211614 14533 72 6955 130 17257 188 15399 246 2236915 15953 73 10983 131 11795 189 16433 247 1245116 11729 74 12835 132 10249 190 13812 248 988517 19578 75 12367 133 13841 191 15804 249 768918 15901 76 13398 134 9958 192 16843 250 1432419 17590 77 14228 135 9480 193 19699 251 2070920 19624 78 11154 136 9753 194 15018 252 1643221 10732 79 10800 137 12125 195 9326 253 1378022 4856 80 6646 138 9258 196 13116 254 737223 11462 81 12354 139 12285 197 8844 255 699424 17603 82 18389 140 13323 198 16318 256 977725 22443 83 7884 141 16196 199 11781 257 1059926 19878 84 17903 142 15886 200 14258 258 1392927 18095 85 9960 143 16765 201 18752 259 1780628 12308 86 13024 144 12858 202 8897 260 654729 8996 87 10507 145 16565 203 17849 261 1091130 12415 88 14335 146 16366 204 9609 262 1133831 21375 89 8872 147 16502 205 12713 263 1331632 10413 90 12401 148 14550 206 7245 264 617633 18231 91 10016 149 10254 207 13244 265 642534 17049 92 12870 150 11633 208 15448 266 1319135 5238 93 11061 151 16673 209 16581 267 387936 17160 94 15584 152 24020 210 7373 268 1746137 11331 95 3916 153 22980 211 15106 269 1323538 8965 96 7343 154 14622 212 20031 270 1356739 7633 97 11715 155 15524 213 15372 271 1126340 11224 98 10971 156 19114 214 19473 272 1422441 14647 99 4084 157 9329 215 9998 273 1113742 10521 100 10662 158 14034 216 22550 274 453543 13185 101 21832 159 8912 217 18663 275 1098444 19318 102 12984 160 12227 218 13570 276 2093645 19854 103 17499 161 14745 219 15228 277 1593446 15892 104 13360 162 19250 220 19413 278 1575847 21836 105 10331 163 2826 221 17437 279 4326

Page 2: Data case 4

48 14625 106 5632 164 11228 222 21548 280 1349849 8024 107 10755 165 5316 223 1301 281 2157950 12001 108 16220 166 4500 224 12687 282 701851 15835 109 7759 167 11259 225 11629 283 1070052 11361 110 6800 168 16400 226 14583 284 1483753 15226 111 14008 169 11994 227 13223 285 1355354 12162 112 16797 170 9533 228 8147 286 1006555 10958 113 3765 171 12611 229 17391 287 1685356 6164 114 13342 172 1088 230 10245 288 1024557 12754 115 17508 173 11389 231 13545 289 1467158 13410 116 17662 174 12482 232 6000 290 7438

Page 3: Data case 4

Customer Purchases (Customer Purchases (Customer NPurchases (CustomePurchases (InCustomer No291 6279 349 15577 407 15778 465 15619 523292 13882 350 7438 408 2958 466 16547 524293 14473 351 10543 409 17919 467 16577 525294 6285 352 12264 410 15357 468 9394 526295 8799 353 7509 411 13070 469 16780 527296 10598 354 16812 412 8972 470 16224 528297 17136 355 15105 413 6122 471 10786 529298 9265 356 13386 414 17021 472 12229 530299 12262 357 15225 415 5478 473 30832 531300 7269 358 10150 416 15000 474 10293 532301 6813 359 14444 417 12418 475 20074 533302 10345 360 11033 418 9968 476 12621 534303 15122 361 13261 419 18269 477 21135 535304 7014 362 15383 420 12713 478 6851 536305 15148 363 11772 421 13348 479 14606 537306 16514 364 8906 422 10657 480 16128 538307 13876 365 16779 423 12666 481 11765 539308 17023 366 7767 424 12030 482 12042 540309 4952 367 14342 425 16180 483 15414 541310 15826 368 13429 426 1105 484 14111 542311 7623 369 12961 427 13531 485 9726 543312 12997 370 17653 428 23604 486 8562 544313 14034 371 10868 429 9001 487 12462 545314 16586 372 8547 430 15661 488 14814 546315 17533 373 15578 431 9036 489 13083 547316 18630 374 11124 432 19434 490 12204 548317 8652 375 8759 433 11695 491 19219 549318 14347 376 13657 434 14098 492 13323 550319 14904 377 11872 435 16584 493 8860 551320 15311 378 10550 436 16639 494 18122 552321 5104 379 11748 437 11651 495 14450 553322 14300 380 12512 438 16932 496 22201 554323 11347 381 15211 439 10622 497 12478 555324 11642 382 9415 440 6150 498 10883 556325 14573 383 16923 441 20618 499 14416 557326 20372 384 15552 442 8270 500 11942 558327 14272 385 15618 443 10520 501 17691 559328 12847 386 15219 444 4425 502 11061 560329 10364 387 9393 445 19048 503 13629 561330 17481 388 13958 446 8174 504 8787 562331 7933 389 11934 447 9649 505 15860 563332 12634 390 10946 448 13913 506 5225 564333 2484 391 15407 449 15358 507 15025 565334 8570 392 10788 450 13499 508 12556 566335 12024 393 7677 451 5734 509 10517 567336 4535 394 10505 452 7889 510 13798 568337 14236 395 14407 453 17051 511 16803 569

Page 4: Data case 4

338 9478 396 7847 454 3393 512 11587 570339 12560 397 17238 455 14166 513 3158 571340 18604 398 13662 456 12268 514 14445 572341 15066 399 16176 457 15549 515 6480 573342 6877 400 17284 458 17189 516 10402 574343 13176 401 8244 459 19895 517 19474 575344 13950 402 14098 460 14026 518 13497 576345 11520 403 12535 461 19816 519 20886 577346 11975 404 8741 462 12529 520 12756 578347 8086 405 11079 463 11658 521 15200 579348 16219 406 13786 464 12815 522 5458 580

Page 5: Data case 4

Purchases (InCustomer NoPurchases (Customer NPurchases (CustomePurchases (Customer Purchases (4675 581 12098 639 12494 697 10569 755 169705516 582 12655 640 19424 698 10560 756 188798798 583 15554 641 6426 699 12310 757 88678783 584 15094 642 11797 700 14449 758 9916

10612 585 13030 643 12418 701 19862 759 583312535 586 19459 644 21318 702 13130 760 1620212793 587 13961 645 22352 703 20070 761 1718212080 588 12844 646 12676 704 3868 762 1773812928 589 5060 647 15466 705 24132 763 933814139 590 9699 648 3874 706 2570 764 1554214335 591 226 649 9049 707 9110 765 1636910241 592 8830 650 7928 708 10997 766 1970112879 593 14307 651 8887 709 23428 767 1415913910 594 12126 652 6938 710 9698 768 989523674 595 9999 653 13971 711 9204 769 1377212571 596 19135 654 11077 712 14582 770 4357

9207 597 11565 655 11893 713 9455 771 1566617398 598 17238 656 16545 714 8088 772 9894

7321 599 9848 657 11291 715 10799 773 1393811015 600 17943 658 11052 716 12750 774 1681115108 601 9044 659 13159 717 11038 775 2720612798 602 8613 660 8791 718 19867 776 1091015304 603 6811 661 11708 719 21806 777 2116717024 604 20244 662 6536 720 8288 778 574110971 605 18240 663 12097 721 12577 779 1728617714 606 9765 664 7805 722 9344 780 1177815327 607 17754 665 16217 723 16340 781 1285514081 608 10702 666 14921 724 14568 782 1156518683 609 16104 667 167 725 8804 783 1257410800 610 11518 668 12394 726 10977 784 20275

9571 611 16368 669 2450 727 13998 785 1303014180 612 17044 670 13455 728 11087 786 7584

9629 613 10049 671 12466 729 15995 787 128189415 614 11303 672 11362 730 21969 788 116128523 615 14411 673 8699 731 16690 789 194339955 616 9302 674 17768 732 8390 790 42737264 617 24560 675 6789 733 10532 791 17179

11611 618 17372 676 4510 734 14417 792 121138499 619 11165 677 6237 735 15692 793 13659

17912 620 13839 678 15432 736 2545 794 133398483 621 13423 679 9856 737 8767 795 15157

13335 622 12793 680 15760 738 16945 796 1811710913 623 11437 681 12978 739 11386 797 10211

7913 624 16295 682 14100 740 11786 798 1818313140 625 17034 683 10757 741 19360 799 1415616765 626 9588 684 14475 742 19326 800 1114112389 627 18196 685 9064 743 14657 801 10335

Page 6: Data case 4

9117 628 9242 686 9730 744 13480 802 1281919482 629 15408 687 6200 745 13551 803 527314524 630 8942 688 10127 746 10832 804 10525

3888 631 10651 689 14254 747 16733 805 1052211187 632 9601 690 11374 748 16009 806 1453510561 633 10478 691 12461 749 13503 807 633510777 634 12437 692 15698 750 13740 808 1518013032 635 14731 693 10756 751 8191 809 11666

9575 636 14861 694 12362 752 13302 810 1219616104 637 10143 695 11282 753 15157 811 1171713676 638 13110 696 6193 754 17879 812 11735

Page 7: Data case 4

Customer Purchases (Customer NPurchases (CustomerPurchases (In Customer No Purchases (In Customer N813 12079 871 1730 929 9892 987 5607 1045814 19534 872 18133 930 12813 988 13017 1046815 13721 873 11662 931 13590 989 17214 1047816 14948 874 13155 932 15752 990 18429 1048817 12242 875 13148 933 16741 991 15634 1049818 14450 876 13456 934 26272 992 13003 1050819 11327 877 8509 935 15793 993 13071 1051820 16512 878 13398 936 5437 994 8093 1052821 11577 879 16822 937 17201 995 16346 1053822 15180 880 10632 938 18200 996 13643 1054823 9260 881 15322 939 10283 997 17273 1055824 12377 882 19596 940 20712 998 19334 1056825 14703 883 15049 941 19711 999 15831 1057826 13878 884 16780 942 7764 1000 10908 1058827 12204 885 13598 943 13486 1001 15774 1059828 18671 886 14136 944 13247 1002 9652 1060829 9588 887 18348 945 16087 1003 15179 1061830 7206 888 7096 946 9226 1004 19337 1062831 7676 889 18474 947 10115 1005 16091 1063832 12665 890 8718 948 9529 1006 7878 1064833 7480 891 17464 949 15711 1007 14161 1065834 10999 892 7100 950 8266 1008 9167 1066835 13399 893 7916 951 13664 1009 14100 1067836 12009 894 12108 952 15216 1010 14124 1068837 18492 895 17925 953 21625 1011 11981 1069838 17644 896 8209 954 12235 1012 11194 1070839 11514 897 12192 955 7866 1013 13845 1071840 8377 898 9651 956 18107 1014 11599 1072841 15697 899 15609 957 11871 1015 21550 1073842 13523 900 10254 958 11992 1016 11400 1074843 12456 901 5326 959 13667 1017 16680 1075844 12904 902 13869 960 7251 1018 17033 1076845 11215 903 15431 961 13709 1019 9048 1077846 4323 904 18937 962 6571 1020 21913 1078847 10465 905 4476 963 13124 1021 21365 1079848 8953 906 12527 964 12507 1022 12732 1080849 18526 907 12235 965 19294 1023 6869 1081850 10645 908 9525 966 12021 1024 13231 1082851 15093 909 8209 967 9600 1025 16003 1083852 14320 910 10026 968 9917 1026 16509 1084853 12758 911 16040 969 10998 1027 12551 1085854 19933 912 7244 970 16000 1028 10833 1086855 11234 913 15076 971 11649 1029 19334 1087856 8209 914 12330 972 17779 1030 12233 1088857 2342 915 12260 973 18718 1031 16011 1089858 12699 916 13687 974 15331 1032 7578 1090859 12797 917 9069 975 18943 1033 13558 1091

Page 8: Data case 4

860 18687 918 14268 976 3756 1034 6824 1092861 17597 919 11484 977 10843 1035 18637 1093862 9508 920 12876 978 4420 1036 14914 1094863 4472 921 8029 979 13972 1037 10443 1095864 13200 922 14193 980 11601 1038 17073 1096865 12231 923 12351 981 12818 1039 7402 1097866 18821 924 10553 982 10597 1040 14901 1098867 12385 925 10509 983 12250 1041 17603 1099868 13884 926 5164 984 13030 1042 11838 1100869 12196 927 5697 985 14781 1043 5905 1101870 17559 928 12093 986 16941 1044 10216 1102

Page 9: Data case 4

Purchases (Customer NPurchases (In $)8689 1103 14416

13496 1104 894317448 1105 15042

6497 1106 1457712899 1107 13580

58 1108 1388619451 1109 13706

5769 1110 1125415004 1111 1256113290 1112 1228713660 1113 14300

6783 1114 1304618668 1115 450514422 1116 15448112200 1117 2329211908 1118 1226915305 1119 1229916164 1120 1476213811 1121 8245

9286 1122 1189215835 1123 832916004 1124 11400

8100 1125 130806084 1126 17698

12487 1127 1245518833 1128 1617013990 1129 730414755 1130 819212761 1131 1579319640 1132 14727

9784 1133 018073 1134 860010499 1135 1349514653 1136 7794

8804 1137 1065212757 1138 945216259 1139 1053712534 1140 11670

9570 1141 1864814499 1142 1500913288 1143 2346714834 1144 18225

8828 1145 173428952 1146 88127779 1147 4611

13775 1148 1560212506 1149 15498

Page 10: Data case 4

9594 1150 146299961

142271347912863

82611896319300156472105012018

Page 11: Data case 4

Hari Ke- 1 2 3 4 5 6 7 8 9 10 11 12 13 14Machine 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1Machine 2 1 1 1 1 1 1 1 1 1 0 1 1 1 1Hari Ke- 26 27 28 29 30 31 32 33 34 35 36 37 38 39Machine 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1Machine 2 0 1 0 1 1 1 1 1 1 1 1 1 1 1Hari Ke- 51 52 53 54 55 56 57 58 59 60 61 62 63 64Machine 1 0 1 1 1 1 1 0 1 1 1 1 1 1 1Machine 2 1 1 1 1 1 0 1 1 1 1 1 1 1 1Hari Ke- 76 77 78 79 80 81 82 83 84 85 86 87 88 89Machine 1 1 1 1 1 1 1 1 1 1 1 0 1 1 0Machine 2 1 0 1 1 1 1 1 1 1 1 1 1 1 1Hari Ke- 101 102 103 104 105 106 107 108 109 110 111 112 113 114Machine 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1Machine 2 1 0 1 1 1 1 1 1 1 0 1 1 1 1Hari Ke- 126 127 128 129 130 131 132 133 134 135 136 137 138 139Machine 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1Machine 2 1 1 1 1 1 1 1 1 1 0 1 1 1 1Hari Ke- 151 152 153 154 155 156 157 158 159 160 161 162 163 164Machine 1 1 1 0 1 1 1 0 1 1 1 1 1 1 1Machine 2 1 1 1 1 1 1 1 1 1 1 0 1 1 1Hari Ke- 176 177 178 179 180 181 182 183 184 185 186 187 188 189Machine 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1Machine 2 1 0 1 1 1 1 1 1 1 1 1 1 1 1Hari Ke- 201 202 203 204 205 206 207 208 209 210 211 212 213 214Machine 1 0 1 1 1 1 1 1 1 1 1 1 1 1 0Machine 2 1 1 1 0 1 1 1 1 1 0 1 1 1 1Hari Ke- 226 227 228 229 230 231 232 233 234 235 236 237 238 239Machine 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1Machine 2 1 1 1 1 1 1 1 0 1 0 1 1 1 1

Page 12: Data case 4

15 16 17 18 19 20 21 22 23 24 25 Probability 1-UP0 1 1 0 1 1 1 1 1 1 1 0.12 3 0-DOWN1 1 1 1 1 1 1 1 1 1 0 0.08 2

40 41 42 43 44 45 46 47 48 49 501 1 1 1 1 0 1 1 1 0 1 0.12 31 1 1 1 1 0 1 1 1 1 1 0.12 3

65 66 67 68 69 70 71 72 73 74 751 1 1 1 1 0 1 1 1 1 1 0.12 31 0 1 1 1 1 1 1 1 1 0 0.12 3

90 91 92 93 94 95 96 97 98 99 1001 1 1 1 1 1 1 1 1 1 1 0.08 21 1 1 1 0 1 1 1 1 0 1 0.12 3

115 116 117 118 119 120 121 122 123 124 1251 1 1 1 1 0 1 1 1 1 1 0.08 21 1 1 1 1 1 1 1 1 0 1 0.12 3

140 141 142 143 144 145 146 147 148 149 1500 1 1 0 1 1 1 1 1 1 1 0.12 31 1 1 1 1 1 1 1 1 1 0 0.08 2

165 166 167 168 169 170 171 172 173 174 1751 0 1 1 1 1 1 1 1 0 1 0.16 41 1 1 1 1 0 1 1 1 1 1 0.08 2

190 191 192 193 194 195 196 197 198 199 2001 0 1 1 1 1 1 1 1 1 1 0.08 21 1 1 1 1 0 1 1 1 1 0 0.12 3

215 216 217 218 219 220 221 222 223 224 2251 1 1 1 1 1 1 1 1 0 1 0.12 31 1 1 1 0 1 1 1 1 1 1 0.12 3

240 241 242 243 244 245 246 247 248 249 2500 1 1 1 1 1 1 1 1 1 1 0.08 21 1 1 1 1 1 1 1 1 0 1 0.12 3

Page 13: Data case 4

5

Jam HariMachine 1 26 27.08333 5Machine 2 26 27.08333

Jam Hari 6Salah Satu Machine Mati 650 54.16667Dua Machine Mati 25 1.041667

5

5

5

6

5

6

5

Page 14: Data case 4

Mesin Total Jam Mati1 272 27

Page 15: Data case 4

Jam Ke - Jumlah Panggilan8 10 16 9 12 13 8 20 16 9 13 18 14 16 10 13 10 23 23 13 18 24 119 24 29 38 26 26 28 28 24 35 26 32 33 10 26 21 21 34 22 24 16 19 37

10 28 27 29 20 35 31 38 31 28 19 27 31 38 26 29 19 26 29 29 25 22 2711 26 24 38 41 41 36 38 23 31 33 31 30 46 20 39 28 27 29 27 26 23 3712 18 23 31 26 23 20 29 30 17 17 26 30 28 32 19 20 25 31 23 12 25 181 23 23 36 25 31 37 33 36 31 27 35 28 25 25 25 35 35 34 35 25 36 362 48 41 43 34 36 39 40 36 44 41 47 48 42 40 32 46 39 36 37 15 41 303 46 46 31 46 33 27 32 38 40 21 34 33 31 37 38 46 42 31 23 18 32 294 21 23 13 20 16 29 20 14 26 12 12 18 23 23 15 29 24 18 21 15 20 17

8 9 10 11 12 1 2 3 410 24 28 26 18 23 48 46 2116 29 27 24 23 23 41 46 23

9 38 29 38 31 36 43 31 1312 26 20 41 26 25 34 46 2013 26 35 41 23 31 36 33 16

8 28 31 36 20 37 39 27 2920 28 38 38 29 33 40 32 2016 24 31 23 30 36 36 38 14

9 35 28 31 17 31 44 40 2613 26 19 33 17 27 41 21 1218 32 27 31 26 35 47 34 1214 33 31 30 30 28 48 33 1816 10 38 46 28 25 42 31 2310 26 26 20 32 25 40 37 2313 21 29 39 19 25 32 38 1510 21 19 28 20 35 46 46 2923 34 26 27 25 35 39 42 2423 22 29 29 31 34 36 31 1813 24 29 27 23 35 37 23 2118 16 25 26 12 25 15 18 1524 19 22 23 25 36 41 32 2011 37 27 37 18 36 30 29 17

Page 16: Data case 4

Customer Purchases (In $)1 199622 159463 81804 104875 189606 179387 136878 93979 6582

10 16052 P =11 935312 1264413 1067114 1453315 1595316 1172917 1957818 1590119 1759020 1962421 1073222 485623 1146224 1760325 2244326 1987827 1809528 1230829 899630 1241531 2137532 1041333 1823134 1704935 523836 1716037 1133138 896539 763340 1122441 1464742 1052143 1318544 1931845 1985446 1589247 21836

Page 17: Data case 4

48 1462549 802450 1200151 1583552 1136153 1522654 1216255 1095856 616457 1275458 1341059 833760 1477361 1503362 2421963 1493164 673665 1680066 1249867 1763268 1235969 1626170 1723271 2034772 695573 1098374 1283575 1236776 1339877 1422878 1115479 1080080 664681 1235482 1838983 788484 1790385 996086 1302487 1050788 1433589 887290 1240191 1001692 1287093 1106194 1558495 3916

Page 18: Data case 4

96 734397 1171598 1097199 4084

100 10662101 21832102 12984103 17499104 13360105 10331106 5632107 10755108 16220109 7759110 6800111 14008112 16797113 3765114 13342115 17508116 17662117 16777118 8814119 8978120 11925121 9961122 13793123 17778124 11191125 5522126 14012127 8857128 15438129 18882130 17257131 11795132 10249133 13841134 9958135 9480136 9753137 12125138 9258139 12285140 13323141 16196142 15886143 16765

Page 19: Data case 4

144 12858145 16565146 16366147 16502148 14550149 10254150 11633151 16673152 24020153 22980154 14622155 15524156 19114157 9329158 14034159 8912160 12227161 14745162 19250163 2826164 11228165 5316166 4500167 11259168 16400169 11994170 9533171 12611172 1088173 11389174 12482175 16763176 9701177 13009178 9941179 6682180 8470181 8255182 17068183 7338184 12792185 12074186 11559187 10501188 15399189 16433190 13812191 15804

Page 20: Data case 4

192 16843193 19699194 15018195 9326196 13116197 8844198 16318199 11781200 14258201 18752202 8897203 17849204 9609205 12713206 7245207 13244208 15448209 16581210 7373211 15106212 20031213 15372214 19473215 9998216 22550217 18663218 13570219 15228220 19413221 17437222 21548223 1301224 12687225 11629226 14583227 13223228 8147229 17391230 10245231 13545232 6000233 8476234 14741235 11322236 16019237 7304238 11215239 14410

Page 21: Data case 4

240 16269241 14976242 13432243 6953244 18468245 12116246 22369247 12451248 9885249 7689250 14324251 20709252 16432253 13780254 7372255 6994256 9777257 10599258 13929259 17806260 6547261 10911262 11338263 13316264 6176265 6425266 13191267 3879268 17461269 13235270 13567271 11263272 14224273 11137274 4535275 10984276 20936277 15934278 15758279 4326280 13498281 21579282 7018283 10700284 14837285 13553286 10065287 16853

Page 22: Data case 4

288 10245289 14671290 7438291 6279292 13882293 14473294 6285295 8799296 10598297 17136298 9265299 12262300 7269301 6813302 10345303 15122304 7014305 15148306 16514307 13876308 17023309 4952310 15826311 7623312 12997313 14034314 16586315 17533316 18630317 8652318 14347319 14904320 15311321 5104322 14300323 11347324 11642325 14573326 20372327 14272328 12847329 10364330 17481331 7933332 12634333 2484334 8570335 12024

Page 23: Data case 4

336 4535337 14236338 9478339 12560340 18604341 15066342 6877343 13176344 13950345 11520346 11975347 8086348 16219349 15577350 7438351 10543352 12264353 7509354 16812355 15105356 13386357 15225358 10150359 14444360 11033361 13261362 15383363 11772364 8906365 16779366 7767367 14342368 13429369 12961370 17653371 10868372 8547373 15578374 11124375 8759376 13657377 11872378 10550379 11748380 12512381 15211382 9415383 16923

Page 24: Data case 4

384 15552385 15618386 15219387 9393388 13958389 11934390 10946391 15407392 10788393 7677394 10505395 14407396 7847397 17238398 13662399 16176400 17284401 8244402 14098403 12535404 8741405 11079406 13786407 15778408 2958409 17919410 15357411 13070412 8972413 6122414 17021415 5478416 15000417 12418418 9968419 18269420 12713421 13348422 10657423 12666424 12030425 16180426 1105 0.252174427 13531428 23604429 9001430 15661431 9036

Page 25: Data case 4

432 19434433 11695434 14098435 16584436 16639437 11651438 16932439 10622440 6150441 20618442 8270443 10520444 4425445 19048446 8174447 9649448 13913449 15358450 13499451 5734452 7889453 17051454 3393455 14166456 12268457 15549458 17189459 19895460 14026461 19816462 12529463 11658464 12815465 15619466 16547467 16577468 9394469 16780470 16224471 10786472 12229473 30832474 10293475 20074476 12621477 21135478 6851479 14606

Page 26: Data case 4

480 16128481 11765482 12042483 15414484 14111485 9726486 8562487 12462488 14814489 13083490 12204491 19219492 13323493 8860494 18122495 14450496 22201497 12478498 10883499 14416500 11942501 17691502 11061503 13629504 8787505 15860506 5225507 15025508 12556509 10517510 13798511 16803512 11587513 3158514 14445515 6480516 10402517 19474518 13497519 20886520 12756521 15200522 5458523 4675524 5516525 8798526 8783527 10612

Page 27: Data case 4

528 12535529 12793530 12080531 12928532 14139533 14335534 10241535 12879536 13910537 23674538 12571539 9207540 17398541 7321542 11015543 15108544 12798545 15304546 17024547 10971548 17714549 15327550 14081551 18683552 10800553 9571554 14180555 9629556 9415557 8523558 9955559 7264560 11611561 8499562 17912563 8483564 13335565 10913566 7913567 13140568 16765569 12389570 9117571 19482572 14524573 3888574 11187575 10561

Page 28: Data case 4

576 10777577 13032578 9575579 16104580 13676581 12098582 12655583 15554584 15094585 13030586 19459587 13961588 12844589 5060590 9699591 226592 8830593 14307594 12126595 9999596 19135597 11565598 17238599 9848600 17943601 9044602 8613603 6811604 20244605 18240606 9765607 17754608 10702609 16104610 11518611 16368612 17044613 10049614 11303615 14411616 9302617 24560618 17372619 11165620 13839621 13423622 12793623 11437

Page 29: Data case 4

624 16295625 17034626 9588627 18196628 9242629 15408630 8942631 10651632 9601633 10478634 12437635 14731636 14861637 10143638 13110639 12494640 19424641 6426642 11797643 12418644 21318645 22352646 12676647 15466648 3874649 9049650 7928651 8887652 6938653 13971654 11077655 11893656 16545657 11291658 11052659 13159660 8791661 11708662 6536663 12097664 7805665 16217666 14921667 167668 12394669 2450670 13455671 12466

Page 30: Data case 4

672 11362673 8699674 17768675 6789676 4510677 6237678 15432679 9856680 15760681 12978682 14100683 10757684 14475685 9064686 9730687 6200688 10127689 14254690 11374691 12461692 15698693 10756694 12362695 11282696 6193697 10569698 10560699 12310700 14449701 19862702 13130703 20070704 3868705 24132706 2570707 9110708 10997709 23428710 9698711 9204712 14582713 9455714 8088715 10799716 12750717 11038718 19867719 21806

Page 31: Data case 4

720 8288721 12577722 9344723 16340724 14568725 8804726 10977727 13998728 11087729 15995730 21969731 16690732 8390733 10532734 14417735 15692736 2545737 8767738 16945739 11386740 11786741 19360742 19326743 14657744 13480745 13551746 10832747 16733748 16009749 13503750 13740751 8191752 13302753 15157754 17879755 16970756 18879757 8867758 9916759 5833760 16202761 17182762 17738763 9338764 15542765 16369766 19701767 14159

Page 32: Data case 4

768 9895769 13772770 4357771 15666772 9894773 13938774 16811775 27206776 10910777 21167778 5741779 17286780 11778781 12855782 11565783 12574784 20275785 13030786 7584787 12818788 11612789 19433790 4273791 17179792 12113793 13659794 13339795 15157796 18117797 10211798 18183799 14156800 11141801 10335802 12819803 5273804 10525805 10522806 14535807 6335808 15180809 11666810 12196811 11717812 11735813 12079814 19534815 13721

Page 33: Data case 4

816 14948817 12242818 14450819 11327820 16512821 11577822 15180823 9260824 12377825 14703826 13878827 12204828 18671829 9588830 7206831 7676832 12665833 7480834 10999835 13399836 12009837 18492838 17644839 11514840 8377841 15697842 13523843 12456844 12904845 11215846 4323847 10465848 8953849 18526850 10645851 15093852 14320853 12758854 19933855 11234856 8209857 2342858 12699859 12797860 18687861 17597862 9508863 4472

Page 34: Data case 4

864 13200865 12231866 18821867 12385868 13884869 12196870 17559871 1730872 18133873 11662874 13155875 13148876 13456877 8509878 13398879 16822880 10632881 15322882 19596883 15049884 16780885 13598886 14136887 18348888 7096889 18474890 8718891 17464892 7100893 7916894 12108895 17925896 8209897 12192898 9651899 15609900 10254901 5326902 13869903 15431904 18937905 4476906 12527907 12235908 9525909 8209910 10026911 16040

Page 35: Data case 4

912 7244913 15076914 12330915 12260916 13687917 9069918 14268919 11484920 12876921 8029922 14193923 12351924 10553925 10509926 5164927 5697928 12093929 9892930 12813931 13590932 15752933 16741934 26272935 15793936 5437937 17201938 18200939 10283940 20712941 19711942 7764943 13486944 13247945 16087946 9226947 10115948 9529949 15711950 8266951 13664952 15216953 21625954 12235955 7866956 18107957 11871958 11992959 13667

Page 36: Data case 4

960 7251961 13709962 6571963 13124964 12507965 19294966 12021967 9600968 9917969 10998970 16000971 11649972 17779973 18718974 15331975 18943976 3756977 10843978 4420979 13972980 11601981 12818982 10597983 12250984 13030985 14781986 16941987 5607988 13017989 17214990 18429991 15634992 13003993 13071994 8093995 16346996 13643997 17273998 19334999 15831

1000 109081001 157741002 96521003 151791004 193371005 160911006 78781007 14161

Page 37: Data case 4

1008 91671009 141001010 141241011 119811012 111941013 138451014 115991015 215501016 114001017 166801018 170331019 90481020 219131021 213651022 127321023 68691024 132311025 160031026 165091027 125511028 108331029 193341030 122331031 160111032 75781033 135581034 68241035 186371036 149141037 104431038 170731039 74021040 149011041 176031042 118381043 59051044 102161045 86891046 134961047 174481048 64971049 128991050 581051 194511052 57691053 150041054 132901055 13660

Page 38: Data case 4

1056 67831057 186681058 144221059 122001060 119081061 153051062 161641063 138111064 92861065 158351066 160041067 81001068 60841069 124871070 188331071 139901072 147551073 127611074 196401075 97841076 180731077 104991078 146531079 88041080 127571081 162591082 125341083 95701084 144991085 132881086 148341087 88281088 89521089 77791090 137751091 125061092 95941093 99611094 142271095 134791096 128631097 82611098 189631099 193001100 156471101 210501102 120181103 14416

Page 39: Data case 4

1104 89431105 150421106 145771107 135801108 138861109 137061110 112541111 125611112 122871113 143001114 130461115 45051116 154481 0.041117 232921118 122691119 122991120 147621121 82451122 118921123 83291124 114001125 130801126 176981127 124551128 161701129 73041130 81921131 157931132 147271133 01134 86001135 134951136 77941137 106521138 94521139 105371140 116701141 186481142 150091143 234671144 182251145 173421146 88121147 46111148 156021149 154981150 14629

Page 40: Data case 4

40.2409138821

√1150 √ 1.1847080.881934

0.03499 1 0.118066

0.513956

P =( (𝑋−12930)/5958 ≥ 1.18664 )

Page 41: Data case 4

0.5

Page 42: Data case 4

-0.49095

Page 43: Data case 4

70705967.8 5.189391

1150 2.278024