Please use the Facebook Ad datasetKAG_wrangled_dataset.csvfor Parts 1-5 (KAG_wrangled_dataset.csv). We advise to solve these questions using R (preferably usingdplyrlibrary wherever applicable).

742f655bac657d84f74f8190725a0e15d3372013 ad_id xyz_campaign_id fb_campaign_id age 708746 916 103916 30-34 708749 916 103917 30-34 708771 916 103920 30-34 708815 916 103928 30-34 708818 916 103928 30-34 708820 916 103929 30-34 708889 916 103940 30-34 708895 916 103941 30-34 708953 916 103951 30-34 708958 916 103952 30-34 708979 916 103955 30-34 709023 916 103962 30-34 709038 916 103965 30-34 709040 916 103965 30-34 709059 916 103968 30-34 709105 916 103976 30-34 709115 916 103978 30-34 709124 916 103979 30-34 709179 916 103988 35-39 709183 916 103989 35-39 709320 916 104012 35-39 709323 916 104012 35-39 709326 916 104013 35-39 709327 916 104013 35-39 709328 916 104013 35-39 709455 916 104034 35-39 709544 916 104049 35-39 709614 916 104061 40-44 709756 916 104085 40-44 709761 916 104085 40-44 709899 916 104108 40-44 709901 916 104109 40-44 710045 916 104133 45-49 710088 916 104140 45-49 710360 916 104185 45-49 710477 916 104205 30-34 710480 916 104205 30-34 710571 916 104220 30-34 710617 916 104228 30-34 710623 916 104229 30-34 710628 916 104230 30-34 710682 916 104239 30-34 710763 916 104252 30-34 710836 916 104265 30-34 710867 916 104270 30-34 710880 916 104272 30-34 710961 916 104285 35-39 710968 916 104287 35-39 711217 916 104328 35-39 711623 916 104396 40-44 711764 916 104419 45-49 711785 916 104423 45-49 gender interest Impressions Clicks M 15 7350 1 M 16 17861 2 M 20 693 0 M 28 4259 1 M 28 4133 1 M 29 1915 0 M 15 15615 3 M 16 10951 1 M 27 2355 1 M 28 9502 3 M 31 1224 0 M 7 735 0 M 16 5117 0 M 16 5120 0 M 20 14669 7 M 28 1241 0 M 30 2305 1 M 31 1024 0 M 15 4627 1 M 16 21026 4 M 15 1422 0 M 15 7132 2 M 16 12190 2 M 16 12193 2 M 16 3332 0 M 7 559 0 M 29 7440 2 M 16 19113 4 M 16 10976 2 M 16 2861 0 M 15 1398 0 M 16 23817 7 M 16 47224 12 M 24 2283 1 M 21 2182 1 F 16 2654 0 F 16 57665 14 F 32 3091 1 F 15 5014 1 F 16 38726 7 F 18 1473 0 F 27 1186 0 F 15 5369 1 F 29 22221 7 F 63 1185 0 F 65 13019 5 F 25 2508 1 F 27 5864 2 F 20 2783 1 F 15 3812 1 F 10 11199 4 F 19 292 0 Page 1 742f655bac657d84f74f8190725a0e15d3372013 711877 712052 734209 734210 734215 734243 734266 734272 734290 734313 734314 734352 734361 734381 734399 734418 734421 734427 734433 734582 734605 734660 734666 734726 734737 734785 734794 734796 734800 734803 734852 734854 734856 734866 734881 734901 734903 734925 734939 734968 734999 735014 735032 735033 735043 735048 735065 735109 735140 735143 735151 735184 735189 916 916 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 104438 45-49 104467 45-49 108654 30-34 108654 30-34 108655 30-34 108660 30-34 108664 30-34 108665 30-34 108668 30-34 108672 30-34 108672 30-34 108678 35-39 108680 35-39 108683 35-39 108686 35-39 108689 35-39 108690 35-39 108691 35-39 108692 35-39 108716 40-44 108720 40-44 108729 45-49 108730 45-49 108740 45-49 108742 45-49 108750 30-34 108752 30-34 108752 30-34 108753 30-34 108753 30-34 108761 30-34 108762 30-34 108762 30-34 108764 30-34 108766 30-34 108770 30-34 108770 30-34 108774 35-39 108776 35-39 108781 35-39 108786 35-39 108788 35-39 108791 35-39 108792 35-39 108793 35-39 108794 35-39 108797 40-44 108804 40-44 108809 40-44 108810 40-44 108811 40-44 108817 40-44 108818 40-44 F F M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F F F F F F F F F F F F F F F F F F Page 2 63 10 10 10 15 21 25 26 29 36 36 10 16 20 23 26 27 28 29 29 36 18 19 29 31 10 16 16 18 18 26 27 27 29 31 64 64 10 16 22 27 29 32 36 63 64 7 21 26 27 28 63 64 17572 1448 1772 13329 13659 739 605 1030 5374 790 962 4423 12382 2938 239 591 10332 8259 12158 7709 834 1299 371 10466 839 5576 4010 39337 1635 1631 13479 57022 5453 11803 4259 1554 5323 5024 104648 8504 20277 12403 498 652 1357 1393 648 708 6907 39035 926 4412 9965 7 0 0 4 3 0 0 0 1 0 0 1 2 1 0 0 4 3 3 2 0 0 0 3 0 1 0 7 0 0 3 13 1 3 1 0 1 1 24 3 6 4 0 0 0 0 0 0 2 13 0 1 3 742f655bac657d84f74f8190725a0e15d3372013 735213 735220 735242 735247 735289 735290 735298 736869 736890 736893 736977 736988 736995 736997 737097 737130 737320 737375 737524 737644 737657 737658 737674 737766 737896 737931 737961 737995 738006 738067 738098 738307 738389 738408 738413 738423 738436 738463 738528 738560 738582 738592 738593 738598 738606 738637 738648 747212 747213 747220 747222 747223 747248 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 108822 45-49 108823 45-49 108826 45-49 108827 45-49 108834 45-49 108834 45-49 108836 45-49 109448 30-34 109451 30-34 109452 30-34 109470 30-34 109472 30-34 109473 30-34 109473 30-34 109498 35-39 109507 35-39 109553 35-39 109565 40-44 109601 40-44 109629 45-49 109633 45-49 109633 45-49 109637 45-49 109659 45-49 109689 30-34 109698 30-34 109706 30-34 109714 30-34 109717 30-34 109731 30-34 109738 30-34 109788 35-39 109808 40-44 109813 40-44 109813 40-44 109816 40-44 109820 40-44 109826 40-44 109839 40-44 109844 40-44 109848 45-49 109850 45-49 109850 45-49 109851 45-49 109852 45-49 109857 45-49 109859 45-49 110836 30-34 110836 30-34 110837 30-34 110838 30-34 110838 30-34 110842 30-34 F F F F F F F M M M M M M M M M M M M M M M M M F F F F F F F F F F F F F F F F F F F F F F F M M M M M M Page 3 10 15 19 20 27 27 29 2 15 16 27 28 29 29 7 16 63 10 30 16 18 18 20 29 16 20 23 26 27 32 64 31 10 16 16 18 19 21 30 64 10 16 16 18 19 24 26 10 10 15 16 16 21 73634 69708 530 14257 20362 12215 85412 2338 2522 3587 1273 3891 1888 1895 715 11199 5676 1415 2148 45401 7478 4919 533 1447 17553 3343 523 1873 34740 658 1539 3010 27081 20233 147159 21664 9112 542 402 1338 46150 493821 92011 12956 529 944 111090 7208 1746 2474 12489 8032 472 23 20 0 6 5 4 28 1 0 0 0 1 0 0 0 2 2 0 1 10 2 1 0 0 3 1 0 0 7 0 0 1 9 4 36 7 4 0 0 0 15 116 27 4 0 1 38 2 0 0 2 1 0 742f655bac657d84f74f8190725a0e15d3372013 747332 747362 747369 747370 747401 747435 747439 747489 747514 747645 747659 747675 747678 747712 747790 747791 747795 747798 747824 747828 747852 747859 747863 747879 747903 747911 747968 747991 748000 748007 748014 748045 748086 748087 748089 748091 748225 748230 748231 748233 748235 748294 748295 748303 748314 748341 776318 776322 776323 776325 776334 776336 776338 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 110856 30-34 110861 35-39 110862 35-39 110862 35-39 110867 35-39 110873 35-39 110874 35-39 110882 40-44 110886 40-44 110908 45-49 110910 45-49 110913 45-49 110914 45-49 110919 45-49 110932 30-34 110932 30-34 110933 30-34 110934 30-34 110938 30-34 110939 30-34 110943 30-34 110944 30-34 110944 30-34 110947 30-34 110951 30-34 110952 30-34 110962 35-39 110966 35-39 110967 35-39 110968 35-39 110970 35-39 110975 35-39 110982 40-44 110982 40-44 110982 40-44 110982 40-44 111005 45-49 111006 45-49 111006 45-49 111006 45-49 111006 45-49 111016 45-49 111016 45-49 111018 45-49 111020 45-49 111024 45-49 115484 45-49 115485 45-49 115485 45-49 115485 45-49 115487 45-49 115487 45-49 115487 45-49 M M M M M M M M M M M M M M F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F Page 4 64 15 16 16 22 28 29 2 16 10 16 20 21 26 10 10 15 16 21 22 26 27 27 30 63 64 21 25 26 27 29 63 16 16 16 16 15 16 16 16 16 27 27 29 31 64 15 16 16 16 10 10 10 792 4607 13355 2936 2793 1032 1662 4016 14843 9674 12186 673 370 450 2077 31393 8410 25884 608 28488 10126 22572 1955 493 1491 1495 512 4868 6585 10164 11182 1238 34127 29466 38759 41720 18602 83929 25194 78627 102695 82827 9240 7706 7821 1363 3569 119063 99078 452398 191223 22216 48291 0 1 2 0 1 0 0 2 3 3 2 0 0 0 0 8 2 5 0 10 3 5 0 0 0 0 0 2 2 2 4 0 8 7 9 10 5 21 6 19 25 24 3 2 4 0 0 34 23 114 48 6 11 742f655bac657d84f74f8190725a0e15d3372013 776353 776373 776383 776405 776416 776430 776464 776469 776473 776475 776476 776477 776489 776494 776515 776519 776533 776534 776538 776551 776552 776553 776563 776579 776603 776615 776623 776631 776643 776644 776659 776661 776662 776663 776668 776685 776686 776687 776696 776697 776698 776699 776722 776725 776780 776793 776799 776817 776825 776829 776831 776840 776861 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 115490 40-44 115493 45-49 115495 45-49 115498 45-49 115500 45-49 115503 30-34 115508 45-49 115509 45-49 115510 30-34 115510 30-34 115510 30-34 115510 30-34 115512 45-49 115513 30-34 115517 45-49 115517 45-49 115520 45-49 115520 45-49 115521 30-34 115523 30-34 115523 30-34 115523 30-34 115525 30-34 115527 30-34 115531 30-34 115533 45-49 115535 45-49 115536 40-44 115538 30-34 115538 30-34 115541 30-34 115541 30-34 115541 30-34 115541 30-34 115542 40-44 115545 40-44 115545 40-44 115545 40-44 115547 30-34 115547 30-34 115547 30-34 115547 30-34 115551 30-34 115552 40-44 115561 40-44 115563 45-49 115564 45-49 115567 40-44 115568 45-49 115569 45-49 115569 45-49 115571 35-39 115574 45-49 F F F F F M F F M M M M F M F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M Page 5 63 25 23 21 19 10 29 28 16 16 16 16 26 15 65 65 63 63 15 16 16 16 7 10 2 63 64 29 15 15 16 16 16 16 19 16 16 16 10 10 10 10 2 23 2 21 20 10 18 16 16 36 7 27559 10194 1168 40126 3659 3200 7550 45397 23086 16425 43756 9982 175389 7015 12706 70702 63927 15105 8774 14459 21596 66765 1369 26910 506 11988 19353 10960 33491 20083 8817 15466 27072 15753 3523 7745 18709 8022 7966 4132 12785 8213 545 2479 3812 1609 10257 12356 7410 140098 107021 2797 16461 8 4 0 16 1 0 1 15 2 1 5 0 55 0 3 20 16 3 1 1 2 8 0 5 0 3 6 2 6 2 0 1 3 1 1 0 2 0 1 0 3 1 0 1 2 0 3 4 1 28 20 1 6 742f655bac657d84f74f8190725a0e15d3372013 776892 776928 776935 777105 777130 777131 777166 777187 777198 777200 777201 777235 777248 777261 777382 777398 777410 777482 777495 777519 777625 777627 777638 777670 777673 777742 777758 777794 777816 777871 777904 777905 778037 778048 778085 778087 778112 778113 778124 778148 778156 778161 778208 778264 778266 778421 778422 778461 778471 778483 778529 778556 778590 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 115580 40-44 115586 35-39 115587 45-49 115615 45-49 115619 35-39 115619 35-39 115625 30-34 115629 40-44 115631 30-34 115631 30-34 115631 30-34 115637 30-34 115639 30-34 115641 40-44 115675 40-44 115677 35-39 115679 45-49 115691 45-49 115693 40-44 115697 45-49 115715 45-49 115715 45-49 115717 40-44 115723 40-44 115723 40-44 115735 35-39 115737 30-34 115743 30-34 115747 40-44 115756 30-34 115762 30-34 115762 30-34 115784 35-39 115786 30-34 115792 30-34 115792 30-34 115796 35-39 115796 35-39 115798 30-34 115802 35-39 115804 30-34 115804 30-34 115812 40-44 115822 40-44 115822 40-44 115848 40-44 115848 40-44 115854 40-44 115856 30-34 115858 40-44 115866 30-34 115870 40-44 115876 30-34 M M M M M M M M M M M M F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F M M F M M M Page 6 63 10 36 63 16 16 63 27 64 64 64 65 7 29 24 24 26 28 19 29 16 16 7 16 16 64 19 18 2 20 31 31 27 27 26 26 29 29 29 28 28 28 29 27 27 20 20 29 32 18 31 32 30 17488 9750 1136 4333 6260 6359 2383 11292 12729 1898 1882 2883 3989 19603 3047 3029 3490 2479 19581 19537 59433 157534 1781 23769 7101 4726 5209 13473 500 4616 3279 3288 14615 56615 11735 15910 11446 4595 4871 3199 9388 17954 2755 8152 74542 6699 11911 10090 1273 24188 2214 9735 1371 5 2 0 1 0 0 0 3 4 0 0 1 1 4 1 1 1 0 7 5 12 33 0 4 0 1 1 3 0 1 0 0 4 12 3 5 2 0 0 0 2 6 0 1 19 2 4 2 0 5 0 4 0 742f655bac657d84f74f8190725a0e15d3372013 778600 778626 778628 778674 778689 778722 778737 778756 778804 778808 778964 779057 779106 779438 779453 779488 779573 779608 779609 779622 779631 779644 779645 779715 779716 779738 779778 779789 779824 779871 779918 779922 779944 779979 779995 780064 780104 780199 780318 780323 780486 780498 780511 780629 780653 780655 780666 780681 780700 780748 780759 780760 780797 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 115878 40-44 115882 30-34 115882 30-34 115890 35-39 115892 30-34 115898 35-39 115900 35-39 115904 35-39 115912 30-34 115912 30-34 115938 35-39 115954 40-44 115962 35-39 116031 30-34 116033 45-49 116039 45-49 116053 35-39 116059 35-39 116059 35-39 116061 30-34 116063 35-39 116065 30-34 116065 30-34 116077 30-34 116077 30-34 116081 30-34 116087 30-34 116089 45-49 116095 45-49 116103 30-34 116111 30-34 116111 30-34 116115 35-39 116121 35-39 116123 30-34 116135 30-34 116147 30-34 116163 35-39 116183 45-49 116183 45-49 116216 30-34 116218 30-34 116220 30-34 116240 30-34 116244 30-34 116244 30-34 116246 45-49 116248 30-34 116252 30-34 116265 30-34 116267 45-49 116267 45-49 116273 30-34 F M M M M F M F M M F M F F M M F F F F F F F F F F F M M F F F M M F F F F F F F F F F F F F F F F F F F Page 7 22 29 29 29 28 64 27 63 26 26 27 15 30 64 64 65 10 15 15 15 16 16 16 29 29 28 31 10 7 32 18 18 10 16 20 22 25 23 29 29 65 64 63 28 29 29 10 26 27 24 18 18 22 10750 7629 4608 3732 7453 41785 8077 5602 6184 1738 112460 4414 14670 33144 4397 1006 89527 2459 7116 8613 9730 51816 27289 20409 8044 15645 2466 11611 9375 4402 8469 5823 2549 25817 1961 2554 4971 1030 162341 24542 2879 13621 6175 2963 9076 20941 3462 4073 3745 830 2912 17167 24491 4 1 0 0 1 14 2 1 2 0 25 0 7 9 1 0 24 0 2 1 1 8 3 4 1 4 0 3 3 1 2 1 0 4 0 0 1 0 56 7 0 3 1 0 1 4 0 0 0 0 0 5 7 742f655bac657d84f74f8190725a0e15d3372013 780799 780821 780830 780835 780867 780974 781066 781114 781159 781162 781175 781187 781195 781207 781303 781305 781327 781353 781354 781438 781470 781499 781508 781556 781559 781606 781690 781811 781857 781858 781907 781928 781929 781950 781999 782001 782022 782026 782130 782134 782135 782171 782180 782219 782228 782242 782275 782337 782407 782443 782541 782587 782647 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 116273 30-34 116277 30-34 116279 45-49 116279 45-49 116285 30-34 116303 40-44 116323 40-44 116331 40-44 116339 40-44 116339 40-44 116341 40-44 116343 40-44 116345 35-39 116347 35-39 116363 35-39 116363 35-39 116367 35-39 116371 35-39 116371 35-39 116385 30-34 116391 35-39 116395 35-39 116397 30-34 116405 30-34 116405 30-34 116413 35-39 116427 45-49 116447 35-39 116455 30-34 116455 30-34 116463 45-49 116467 30-34 116467 30-34 116471 30-34 116479 30-34 116479 30-34 116483 30-34 116483 30-34 116501 30-34 116501 30-34 116501 30-34 116507 30-34 116509 30-34 116515 30-34 116517 40-44 116519 30-34 116525 30-34 116535 45-49 116547 45-49 116553 40-44 116569 40-44 116577 30-34 116587 40-44 F F F F F F F F F F F F F F F F F F F M M M F F F M F F M M F M M F M M F F F F F F M M F F F F F F F M F Page 8 22 23 16 16 21 32 22 18 10 10 15 16 63 64 27 27 29 10 10 63 16 15 63 32 32 20 26 16 20 20 21 18 18 20 24 24 18 18 16 16 16 30 29 26 63 28 29 16 10 20 28 10 27 44699 6469 16053 54724 4706 8316 5794 4813 85285 5839 5859 164118 18234 2755 73676 18421 164754 7449 6424 2086 6016 6412 5040 1772 1783 8200 115896 10186 9134 3385 1314 2916 6142 1984 9142 5475 8254 5704 7301 37873 25267 535 3396 977 12318 4783 6475 104578 33664 979 7337 2499 11244 13 2 3 12 1 3 2 1 26 1 1 41 6 0 20 7 49 1 1 0 0 1 1 0 0 3 38 1 3 1 0 0 1 0 3 2 2 1 0 5 4 0 0 0 5 1 1 29 11 0 3 0 3 742f655bac657d84f74f8190725a0e15d3372013 782658 782694 782706 782754 782815 782816 782862 950068 950078 950079 950099 950109 950170 950179 950182 950183 950200 950224 950326 950345 950452 950463 950495 950521 950531 950537 950550 950577 950578 950595 950609 950629 950631 950649 950745 950770 950772 950773 950776 950787 950808 950839 950878 950969 951021 951033 951035 951043 951045 951046 951102 951105 951133 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 116589 30-34 116595 35-39 116597 35-39 116605 35-39 116615 40-44 116615 40-44 116623 35-39 123438 30-34 123440 30-34 123440 30-34 123443 30-34 123445 30-34 123455 30-34 123457 30-34 123457 30-34 123457 30-34 123460 30-34 123464 40-44 123481 35-39 123484 30-34 123502 45-49 123504 45-49 123509 45-49 123514 30-34 123515 45-49 123516 40-44 123519 30-34 123523 30-34 123523 30-34 123526 30-34 123528 30-34 123532 30-34 123532 30-34 123535 30-34 123551 30-34 123555 30-34 123556 35-39 123556 35-39 123556 35-39 123558 30-34 123562 35-39 123567 30-34 123573 40-44 123588 45-49 123597 30-34 123599 30-34 123599 30-34 123601 30-34 123601 30-34 123601 30-34 123611 45-49 123611 45-49 123616 35-39 M F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F M M M Page 9 15 29 30 26 10 10 64 10 16 16 18 20 15 16 16 16 10 20 16 64 16 15 21 21 22 36 30 32 32 26 29 65 65 64 29 28 28 28 28 27 32 24 10 36 7 10 10 16 16 16 16 16 16 4827 29035 761 6532 11537 12183 5912 4012 12396 3142 1120 343 1720 3423 3242 15720 1217 2367 6607 616 5537 818 1909 351 572 1884 219 540 550 465 1761 152 152 429 1514 7780 460 471 2633 199 398 246 2967 255 457 5517 1539 3189 3348 20050 2254 5894 9948 0 7 0 1 3 3 1 1 2 0 0 0 0 0 0 1 0 2 1 0 1 0 1 0 0 1 0 0 0 0 0 0 0 0 0 3 0 0 1 0 0 0 1 0 0 1 0 0 0 4 0 1 2 742f655bac657d84f74f8190725a0e15d3372013 951202 951225 951270 951282 951285 951294 951305 951334 951391 951392 951400 951402 951413 951420 951444 951448 951462 951464 951465 951498 951508 951542 951607 951608 951641 951677 951692 951715 951756 951779 951782 951810 951812 951837 951853 951854 951856 951941 952001 952031 952080 952100 1121091 1121092 1121094 1121095 1121096 1121097 1121098 1121100 1121101 1121102 1121104 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 936 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 123627 45-49 123631 35-39 123639 35-39 123641 35-39 123641 35-39 123643 35-39 123644 35-39 123649 30-34 123659 30-34 123659 30-34 123660 45-49 123661 30-34 123662 30-34 123664 30-34 123668 30-34 123668 30-34 123671 45-49 123671 45-49 123671 45-49 123677 45-49 123678 30-34 123684 40-44 123695 40-44 123695 40-44 123700 40-44 123706 35-39 123709 35-39 123713 45-49 123720 35-39 123723 45-49 123724 45-49 123729 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63 64 64 2 7 10 10 10 10 10 15 16 41672 127546 127865 1025327 561415 132803 24664 1020561 682143 1247717 146406 905699 1184580 98057 238735 320657 244074 39146 78468 325653 66277 93002 109723 118941 221576 8341 120335 182098 227473 1050947 720859 41111 148616 707260 139596 105399 222378 975792 579150 449588 318157 196967 158298 222739 20780 128616 258954 205289 611601 947657 233043 582725 265038 6 25 28 229 124 25 2 172 114 222 23 161 194 20 56 77 57 8 15 63 12 16 27 35 47 1 26 40 52 230 162 8 25 135 26 22 50 210 125 81 56 43 37 55 5 33 61 48 138 233 49 142 51 742f655bac657d84f74f8190725a0e15d3372013 1122054 1122055 1122056 1122058 1122075 1122078 1122079 1122085 1122089 1122092 1122101 1122102 1122103 1122105 1122107 1122109 1122112 1122113 1122118 1122120 1122121 1122125 1122127 1122131 1122138 1122139 1122140 1122145 1122146 1122149 1122154 1122157 1122160 1122165 1122166 1122176 1122177 1122182 1122183 1122189 1122191 1122192 1122193 1122197 1122200 1122201 1122202 1122203 1122204 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F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F Page 19 16 16 16 18 21 21 21 22 23 23 25 25 25 26 26 26 27 27 28 28 28 29 29 30 31 31 31 32 32 36 63 63 64 65 65 2 7 7 66 10 10 10 10 15 15 16 16 16 16 16 18 18 18 222273 797234 925555 22210 46391 190477 25382 65726 195220 107501 197772 138154 270124 303971 682046 328365 1083259 913929 101586 181053 133419 489573 822023 93176 47229 92263 81551 141037 319501 72741 597419 98768 173165 55823 118451 74424 47929 40801 66017 725043 382776 548250 1358324 662249 559554 320757 906151 699314 850337 1015460 890295 791817 317601 39 170 182 3 11 42 7 17 51 27 63 35 69 77 183 83 276 245 24 46 35 113 194 29 13 24 21 32 79 19 135 21 41 13 28 22 12 12 17 179 97 137 346 163 139 68 202 164 198 247 227 194 76 742f655bac657d84f74f8190725a0e15d3372013 1122212 1122213 1122216 1122217 1122223 1122224 1122225 1122227 1122232 1122233 1122240 1122244 1122246 1122249 1122253 1122254 1122257 1122258 1122260 1122262 1122265 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45-49 144742 45-49 144742 45-49 144742 45-49 144742 45-49 144743 45-49 179863 30-34 179864 30-34 179865 30-34 179866 30-34 179868 30-34 179870 30-34 179873 30-34 179874 30-34 179875 30-34 179876 30-34 179879 35-39 F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F M M M M M M M M M M M Page 20 18 19 19 19 20 20 21 21 22 22 23 24 24 25 25 25 26 26 26 27 27 27 28 28 28 28 29 29 29 29 30 30 31 31 63 63 63 64 64 64 64 65 100 101 102 103 105 107 110 111 112 113 101 685211 32781 76785 719083 368480 260945 40998 183293 221561 436943 284488 85083 14167 300637 449921 282899 669671 108655 536248 1055017 1428421 1088027 288517 202231 73222 348542 1097966 526923 264386 854940 113567 22859 51754 104347 391998 1111156 427772 536457 179894 479882 358261 346688 33445 72228 49699 189761 312524 496760 310988 98606 51104 276762 33534 164 7 19 206 107 73 10 53 55 109 90 32 5 84 129 71 186 28 146 265 367 272 78 53 16 96 266 138 66 227 34 6 13 28 97 282 117 136 43 131 91 88 2 5 2 18 37 42 34 9 2 22 2 742f655bac657d84f74f8190725a0e15d3372013 1314313 1314314 1314316 1314318 1314319 1314320 1314321 1314323 1314324 1314325 1314326 1314327 1314330 1314331 1314332 1314333 1314334 1314336 1314337 1314338 1314339 1314341 1314343 1314345 1314346 1314348 1314349 1314350 1314351 1314353 1314354 1314355 1314357 1314358 1314359 1314360 1314361 1314362 1314363 1314364 1314365 1314366 1314367 1314368 1314371 1314372 1314373 1314377 1314378 1314379 1314380 1314381 1314382 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 179880 35-39 179881 35-39 179883 35-39 179885 35-39 179886 35-39 179887 35-39 179888 35-39 179890 35-39 179891 35-39 179892 35-39 179893 40-44 179894 40-44 179897 40-44 179898 40-44 179899 40-44 179900 40-44 179901 40-44 179903 40-44 179904 40-44 179905 40-44 179906 40-44 179908 45-49 179910 45-49 179912 45-49 179913 45-49 179915 45-49 179916 45-49 179917 45-49 179918 45-49 179920 45-49 179921 45-49 179922 45-49 179924 30-34 179925 30-34 179926 30-34 179927 30-34 179928 30-34 179929 30-34 179930 30-34 179931 30-34 179932 30-34 179933 30-34 179934 30-34 179935 30-34 179938 35-39 179939 35-39 179940 35-39 179944 35-39 179945 35-39 179946 35-39 179947 35-39 179948 35-39 179949 35-39 M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F F F F F F F F F F F Page 21 102 103 105 107 108 109 110 112 113 114 100 101 104 105 106 107 108 110 111 112 113 100 102 104 105 107 108 109 110 112 113 114 101 102 103 104 105 106 107 108 109 110 111 112 100 101 102 106 107 108 109 110 111 128859 92080 211882 112776 145324 106492 233845 155426 97540 61441 76703 68619 17559 137879 67710 348180 146246 187236 72157 91180 86293 101410 134245 125650 50406 121769 267106 365539 188758 108426 138525 150858 524306 104496 452519 442919 596831 173912 780967 132124 623137 99020 665817 699232 72982 975884 245607 485369 866355 502710 475184 357401 99810 16 12 33 9 14 14 30 17 8 5 9 10 1 19 10 41 18 24 9 10 6 12 18 20 5 13 34 57 25 13 9 21 81 9 68 76 86 26 86 8 100 10 117 80 11 167 33 114 139 72 88 47 14 742f655bac657d84f74f8190725a0e15d3372013 1314383 1314384 1314385 1314386 1314387 1314388 1314389 1314390 1314391 1314392 1314393 1314394 1314395 1314396 1314397 1314398 1314400 1314401 1314402 1314403 1314404 1314405 1314406 1314407 1314408 1314409 1314410 1314411 1314412 1314414 1314415 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 1178 179950 35-39 179951 35-39 179952 35-39 179953 40-44 179954 40-44 179955 40-44 179956 40-44 179957 40-44 179958 40-44 179959 40-44 179960 40-44 179961 40-44 179962 40-44 179963 40-44 179964 40-44 179965 40-44 179967 40-44 179968 45-49 179969 45-49 179970 45-49 179971 45-49 179972 45-49 179973 45-49 179974 45-49 179975 45-49 179976 45-49 179977 45-49 179978 45-49 179979 45-49 179981 45-49 179982 45-49 F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F Page 22 112 113 114 100 101 102 103 104 105 106 107 108 109 110 111 112 114 100 101 102 103 104 105 106 107 108 109 110 111 113 114 81569 441192 90470 834243 696612 329333 1114711 267316 228629 758340 877535 1357386 280240 419922 402975 1137635 250234 904907 589270 168714 71982 558666 1118200 107100 877769 212508 1129773 637549 151531 790253 513161 6 53 11 166 152 48 224 58 38 159 149 223 61 75 83 211 40 195 107 24 11 110 235 23 160 33 252 120 28 135 114 742f655bac657d84f74f8190725a0e15d3372013 Spent Total_Conversion Approved_Conversion 1.429999948 2 1 1.820000023 2 0 0 1 0 1.25 1 0 1.289999962 1 1 0 1 1 4.769999981 1 0 1.269999981 1 1 1.5 1 0 3.159999967 1 0 0 1 0 0 1 0 0 1 0 0 1 0 10.28000021 1 1 0 1 1 0.569999993 1 0 0 1 1 1.690000057 1 0 4.630000114 2 1 0 1 1 2.609999895 1 0 3.049999952 1 0 3.059999943 1 1 0 1 1 0 1 0 2.980000019 1 1 5.5200001 1 0 1.690000057 1 1 0 1 0 0 1 1 8.470000148 1 1 15.82000017 1 0 1.470000029 1 0 1.529999971 1 1 0 1 1 18.06999969 1 1 1.610000014 1 1 1.190000057 1 0 9.220000267 1 0 0 1 0 0 1 0 1.50999999 1 0 9.430000067 1 1 0 1 0 6.960000038 1 0 1.220000029 1 0 2.799999952 1 1 1.600000024 1 0 1.129999995 2 1 5.730000019 1 1 0 1 0 Page 23 742f655bac657d84f74f8190725a0e15d3372013 9.379999995 0 0 5.629999995 3.840000033 0 0 0 1.039999962 0 0 1.460000038 2.839999914 1.350000024 0 0 5.75 3.980000019 4.449999928 1.320000052 0 0 0 4.090000033 0 1.529999971 0 10.03000009 0 0 4.25 20.29000032 1.389999986 4.440000057 1.570000052 0 1.289999962 1.409999967 33.33000004 3.340000093 8.050000072 5.210000038 0 0 0 0 0 0 2.349999964 19.32999957 0 1.450000048 4.050000072 1 1 1 1 1 1 1 1 4 1 1 1 1 1 1 1 1 1 1 2 1 2 1 1 1 1 1 1 1 1 1 3 1 1 1 1 1 1 4 1 1 1 1 0 1 1 1 1 1 1 1 1 1 0 1 1 1 0 1 0 0 0 1 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 3 1 0 1 0 1 1 2 1 0 1 1 0 1 0 0 1 0 0 0 0 0 Page 24 742f655bac657d84f74f8190725a0e15d3372013 32.97999978 31.28999949 0 8.789999962 9.119999886 6.26000011 38.63999999 0.239999995 0 0 0 1.090000033 0 0 0 2.680000067 3.00999999 0 1.580000043 14.06000042 2.900000095 1.590000033 0 0 4.590000153 0.540000021 0 0 13.41000009 0 0 0.860000014 10.77000046 5.590000153 58.16000044 10.61999977 5.460000038 0 0 0 20.17999983 176.3799977 34.39000046 5.49000001 0 1.419999957 51.97000027 3.190000057 0 0 1.960000038 0.600000024 0 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 3 3 1 1 1 1 1 1 4 2 1 1 1 5 1 1 2 1 2 1 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 1 1 0 0 0 0 1 0 0 1 1 0 1 1 1 0 1 0 1 1 1 1 0 0 1 0 0 2 0 0 1 Page 25 742f655bac657d84f74f8190725a0e15d3372013 0 1.149999976 3.180000067 0 0.980000019 0 0 1.480000049 2.939999938 4.600000024 2.669999957 0 0 0 0 10.96000051 2.359999895 7.350000143 0 9.340000033 4.619999886 8.5 0 0 0 0 0 2.420000076 2.950000048 3.720000029 4.449999809 0 13.07000017 10.84999967 10.84999967 12.06000006 8.860000134 27.72999954 7.349999905 26.53000045 39.42999983 47.93000031 6.039999962 2.369999886 6.340000153 0 0 53.21999949 35.79999948 180.2200012 76.41000056 9.549999952 18.01999998 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 2 1 1 1 4 1 1 3 3 1 1 1 1 1 1 2 1 1 1 1 1 1 1 0 1 0 1 1 1 1 0 0 1 1 1 1 1 0 1 0 0 0 1 0 1 1 0 0 0 1 0 0 0 0 0 1 0 1 0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 Page 26 742f655bac657d84f74f8190725a0e15d3372013 13.37 4.590000033 0 25.86000001 0.49000001 0 1.679999948 25.41999936 3.310000062 1.549999952 5.439999938 0 81.60999787 0 4.98999989 31.7099998 25.52000046 4.25999999 1.830000043 1.389999986 2.809999943 11.04999971 0 7.229999781 0 4.269999862 9.4799999 2.890000105 10.56999969 3.200000048 0 0.970000029 4.370000005 0.569999993 1.809999943 0 3.319999933 0 1.179999948 0 4.730000019 1.379999995 0 1.25999999 3.049999952 0 3.579999924 6.279999971 1.210000038 46.63000011 34.44000012 1.289999962 9.21999979 1 2 1 1 1 1 1 1 1 1 0 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 2 2 1 1 1 1 1 1 1 2 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 0 1 0 1 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 1 0 1 1 1 0 0 1 1 0 0 1 1 1 1 1 1 0 0 0 1 0 0 0 0 0 0 Page 27 742f655bac657d84f74f8190725a0e15d3372013 7.719999909 1.5 0 0.180000007 0 0 0 5.389999866 5.779999852 0 0 0.99000001 1.279999971 5.279999971 1.379999995 1.049999952 1.340000033 0 10.42999983 6.099999905 19.65999949 56.19000077 0 6.029999852 0 1.830000043 0.959999979 2.619999945 0 1.360000014 0 0 6.050000191 19.88000035 4.529999971 6.779999852 3.090000033 0 0 0 3.140000105 7.5400002 0 0.99000001 34.1500001 3.090000033 3.959999919 2.650000095 0 8.179999828 0 4.130000114 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 3 2 1 1 1 1 2 3 1 1 1 1 1 2 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 0 0 1 1 0 1 1 1 0 1 0 1 1 0 0 0 0 0 1 0 0 1 0 0 1 0 0 0 0 0 1 0 1 0 0 0 0 1 0 0 0 0 0 1 1 0 0 1 1 Page 28 742f655bac657d84f74f8190725a0e15d3372013 5.389999866 0.720000029 0 0 1.679999948 19.10000038 3.579999924 1.580000043 2.75 0 41.29000068 0 9.410000324 13.40999985 0.949999988 0 32.28999996 0 1.730000019 0.889999986 1.379999995 10.2299999 4.429999828 3.829999924 1.110000014 5.349999905 0 3.950000048 4.019999981 1.330000043 3.089999914 1.419999957 0 6.019999981 0 0 1.230000019 0 77.07999969 9.329999924 0 4.090000033 1.370000005 0 1.379999995 5.909999967 0 0 0 0 0 6.910000086 9.539999962 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 2 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 3 1 1 1 2 1 1 1 1 1 1 1 1 1 1 0 1 0 0 1 0 1 0 1 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 2 1 0 1 0 1 0 0 0 0 1 1 0 0 1 0 1 0 1 1 0 1 0 0 0 0 0 Page 29 742f655bac657d84f74f8190725a0e15d3372013 17.30000037 1.309999943 4.079999924 17.92999995 1.220000029 4.569999933 2.269999981 1.029999971 36.13000035 1.370000005 1.539999962 59.06999993 7.810000062 0 28.5 10.07999992 67.97999978 1.639999986 0.529999971 0 0 1.370000005 1.440000057 0 0 3.919999957 49.44000006 1.230000019 4.180000067 1.440000057 0 0 1.330000043 0 3.749999881 2.730000019 2.320000052 1.320000052 0 6.169999957 4.940000057 0 0 0 6.340000153 0.860000014 1.350000024 39.25000095 12.51000035 0 4.079999924 0 4.550000191 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 1 0 1 0 1 0 0 0 1 1 0 0 1 1 0 0 0 1 0 0 1 0 0 0 0 0 Page 30 742f655bac657d84f74f8190725a0e15d3372013 0 8.910000086 0 1.610000014 4.300000191 2.869999945 1.559999943 1.570000052 3.210000038 0 0 0 0 0 0 1.379999995 0 2.839999914 1.320000052 0 1.519999981 0 0.980000019 0 0 1.409999967 0 0 0 0 0 0 0 0 0 4.329999924 0 0 1.070000052 0 0 0 1.5 0 0 1.230000019 0 0 0 4.659999847 0 1.539999962 2.720000029 1 2 1 1 1 1 1 1 2 2 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 1 1 1 1 1 2 1 1 1 1 1 1 1 4 1 1 2 0 2 0 0 0 0 1 0 1 2 0 1 1 1 0 0 1 1 0 0 0 0 0 0 0 0 0 1 0 0 1 1 1 0 2 2 0 0 0 0 0 2 1 0 1 0 1 0 0 1 0 1 0 Page 31 742f655bac657d84f74f8190725a0e15d3372013 4.289999962 3.25 0 1.580000043 2.619999886 0 0 1.539999962 1.590000033 1.389999986 12.39000034 0 0 0 0.970000029 0 3.150000095 11.94999981 1.360000014 0 0 0 0 1.480000019 0 1.480000019 0 7.269999981 0.409999996 2.680000067 0 0 6.079999924 1.50999999 0 0 2.099999905 1.559999943 2.960000038 12.36999989 0 0 254.049996 122.4 0 86.33000112 161.9099991 1.820000052 236.7699986 639.9499981 1.590000033 52.97000015 360.1500015 2 1 1 1 2 1 1 1 2 1 2 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 0 1 2 1 1 1 1 1 28 13 1 5 11 1 24 60 2 7 40 1 1 1 1 1 0 0 0 2 0 0 1 1 0 0 0 1 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 0 1 0 1 0 1 14 5 1 2 2 0 10 17 1 3 21 Page 32 742f655bac657d84f74f8190725a0e15d3372013 16.5200001 1.539999962 163.8999972 210.3600006 35.73000026 215.8399994 3.800000072 96.80000055 157.329998 26.56999946 93.08999991 78.9200002 103.1500002 36.53000021 28.85000002 257.7099986 7.220000148 7.899999976 62.06000042 2.099999905 14.14000046 23.73000026 1.710000038 9.440000057 27.79999924 67.65000057 2.980000019 3.24000001 52.26000011 13.0400002 38.38999975 138.7699997 260.3800013 8.549999952 15.63000023 60.19999957 34.19000006 3.24000001 5.140000105 216.5599982 93.07000041 56.05999923 54.09999871 7.800000072 5.220000029 358.5500029 280.9899995 115.1200008 219.770002 52.01999986 35.30999994 63.32000101 54.24000037 5 2 26 6 4 7 1 3 7 1 7 5 3 3 2 20 2 2 2 2 2 4 1 1 1 5 1 1 5 1 5 9 23 1 1 3 1 3 2 22 5 1 5 2 1 31 13 10 22 4 22 8 1 2 0 14 2 1 4 0 0 4 1 3 1 0 1 1 9 0 1 1 1 2 2 0 0 0 2 0 0 2 1 1 2 7 0 0 0 0 0 1 4 0 0 2 1 0 7 2 5 8 1 12 3 0 Page 33 742f655bac657d84f74f8190725a0e15d3372013 65.22999996 4.210000038 48.60999978 13.91999972 11.0599997 0 87.42000079 1.659999967 6.74000001 8.220000267 5.580000043 9.2299999 34.22999972 3.149999976 20.2099994 59.43999982 38.58999968 0 21.84999979 1.960000038 22.32000005 110.2399991 29.75000048 18.47000015 36.24000025 76.43999958 0 11.80000019 26.81999981 65.67000115 32.24000025 245.5999999 17.6400001 38.54999936 40.75999951 6.370000005 0 89.76000047 16.1500001 189.1299984 8.529999852 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