a) Based on your data set, is the average years of no claims ("Years.noclaims") of male drivers is significantly MORE THAN the average years of no claims ("Years.noclaims") of female drivers? Test both critical value and p-value approaches at the 8% level of significance. Note that SPSS only performs a 2-sided test. b) Based on your data set, is the relative claim frequency of the female drivers is significantly LESS THAN the relative claim frequency of the male drivers who involved in an accident? Test at the 12% level of significance. c) Provide possible reasons why you should expect to find a significant statistical difference between the genders. d) Based on your findings, should the insurance company charge higher premiums based on the gender? Explain your reasoning. Should different tests have been conducted?

|nsured.ag( |nsured.se) Car.age Marital Car.use Credit.scor' Region Annual.mil:Years.nocla 27 Male 12 Married Commute 630 Urban 12427.42 5 62 Female 1 Married Private 900 Rural 18641.13 42 59 Female 4 Single Private 899 Urban 6213.71 42 60 Male 1 Married Commute 810 Urban 12427.42 40 60 Female 7 Single Commute 781 Rural 18641.13 42 68 Female 10 Married Private 803 Rural 6213.71 51 59 Male 2 Single Commute 730 Urban 6213.71 43 42 Female 2 Married Commute 851 Urban 12427.42 11 32 Male 4 Married Commute 881 Urban 6213.71 15 45 Male 1 Married Commute 606 Urban 12427.42 24 55 Female 3 Married Private 865 Rural 6213.71 39 61 Female 5 Married Commute 850 Rural 6213.71 44 31 Male 2 Married Commute 841 Urban 6213.71 3 54 Male 7 Married Commute 847 Urban 7456.452 35 49 Male 11 Single Commute 690 Rural 12427.42 33 36 Male 8 Married Commute 588 Rural 6213.71 19 42 Female 10 Single Commute 697 Urban 6213.71 3 26 Female 9 Single Commute 774 Urban 12427.42 3 50 Female 7 Married Private 818 Rural 12427.42 7 63 Male 1 Married Private 889 Rural 7456.452 45 79 Female 3 Married Private 814 Urban 9320.565 54 61 Male 1 Married Commute 900 Urban 9320.565 41 32 Male 4 Married Commute 790 Urban 15534.28 16 64 Female 6 Married Private 788 Urban 9320.565 38 57 Female 8 Married Commute 881 Urban 6213.71 38 61 Female 0 Single Private 710 Urban 9320.565 44 68 Male 3 Married Private 850 Urban 7456.452 52 66 Male 12 Married Private 833 Rural 6213.71 49 63 Female 3 Married Private 900 Urban 6213.71 27 57 Male 6 Married Commute 852 Rural 21747.99 34 53 Male 9 Married Commute 877 Urban 6213.71 29 50 Male 1 Single Commute 728 Urban 6213.71 34 57 Female 4 Married Commute 806 Urban 12427.42 34 54 Male 2 Single Private 900 Urban 6213.71 37 68 Female 2 Married Private 793 Urban 6213.71 51 40 Female 8 Married Private 793 Rural 9320.565 21 63 Female 13 Single Commute 799 Urban 6213.71 28 53 Female 0 Married Commute 843 Rural 7456.452 34 56 Female 3 Single Private 775 Urban 6213.71 39 70 Male 7 Married Private 798 Urban 6213.71 51 71 Male 6 Married Private 861 Urban 12427.42 52 48 Female 2 Married Private 726 Urban 6213.71 22 66 Female 0 Single Private 816 Urban 6213.71 46 75 Female 1 Married Private 886 Urban 9320.565 55 18 Male 4 Single Private 769 Urban 6213.71 2 51 Female 6 Married Commercie 682 Rural 15534.28 34 22 Male 0 Single Private 633 Urban 6213.71 54 Female 14 Single Private 732 Urban 3728.226 33 Male -1 Single Commute 828 Urban 12427.42 34 Male 6 Married Commute 728 Urban 12427.42 12 6 Married Commute 761 Urban 27961.7 27 45 Male Commute 3 22 Male 8 Married 742 Rura 6213.71 69 Female 9 Married Commute 832 Urban 6213.71 42 50 Male 6 Married Private 553 Rural 6213.71 33 Private 6213.71 39 64 Female 10 Married 811 Urban 49 Female 4 Married Commute 760 Urban 7953.549 32 37 Male 12 Married Commute 800 Urban 6213.71 12 52 Male 0 Married Private 835 Urban 6213.71 36 64 Male 9 Married Private 882 Urban 6213.71 45 15 45 Male 9 Married Commute 818 Urban 12427.42 45 Female 11 Married Private 687 Urban 6213.71 0 32 Female 3 Single Commute 695 Urban 12427.42 15 30 Male 4 Married Commute 880 Urban 15534.28 10 36 53 Male 7 Married Private 790 Urban 9320.565 16 36 Male 1 Single Private 853 Urban 8077.823 48 Female 13 Married Private 758 Rural 9320.565 25 33 Female 7 Married Private 709 Urban 9320.565 17 50 Male 3 Married Commute 684 Urban 12427.42 31 35 Male 1 Married Commute 836 Urban 9320.565 19 48 Male 1 Married Commercia 838 Urban 21747.99 31 16 34 Female 0 Single Private 850 Urban 6213.71 62 Female 9 Married Private 845 Urban 6213.71 31 35 Female 4 Married Commute 821 Urban 12427.42 18 80 Male 9 Married Private 876 Urban 9320.565 62 33 Male 4 Married Commute 795 Urban 6213.71 8 57 Male 3 Married Private 890 Urban 12427.42 41 63 Female 0 Married Private 685 Urban 12427.42 38 30 Female 7 Married Commute 857 Urban 9320.565 12 61 Male 9 Married Private 398 Urban 6213.71 43 40 Male 1 Married Commute 844 Urban 12427.42 22 62 Male 11 Married Commute 884 Urban 9320.565 46 45 Female 1 Married Commute 654 Urban 12427.42 24 30 Male 3 Married Commute 775 Rural 24854.84 14 64 Female 8 Married Farmer 839 Rural 7456.452 47 Private 814 Urban 31 60 Male 15 Married 6213.71 3 Single Commute 780 Rural 6213.71 4 21 Male 68 Male 10 Single Private 634 Rural 3106.855 50 54 Female 2 Single Commute 892 Urban 6213.71 32 66 Male 0 Married Private 884 Urban 6213.71 39 51 Female 1 Married Commute 850 Urban 6213.71 26 46 Female 8 Married Commute 803 Urban 6213.71 20 46 Female 2 Married Commercia 688 Urban 6213.71 22 43 Female 8 Married Commute 737 Rural 12427.42 2622 Female 54 Male 45 Male 75 Female 42 Male 62 Female 47 Male 51 Female 58 Male 69 Female 74 Male 38 Male 77 Female 54 Female 74 Female 60 Male 73 Male 73 Male 42 Female 36 Male 69 Male 36 Male 64 Female 45 Female 52 Female 41 Female 39 Male 61 Male 40 Female 26 Female 58 Male 50 Female 50 Male 58 Female 38 Male 64 Male 39 Female 76 Male 24 Female 47 Female 69 Female 54 Female 38 Male 50 Female 68 Male 45 Male 46 Male 4 Single 3 Married 0 Married 14 Single 6 Married 11 Married 7 Married 2 Married 10 Married 9 Married 17 Single 5 Single 5 Single 7 Married 2 Single 2 Single 5 Married 11 Single 6 Married 1 Single 7 Married 9 Married 5 Married 1 Married 4 Single 2 Single 7 Married 6 Married 2 Single 1 Single 0 Married 8 Single 12 Married 14 Married 1 Married 11 Married 7 Married 8 Married 4 Single 6 Married 6 Married 10 Single 0 Married 1 Married 10 Single 7 Single 5 Married Private Private Commute Private Commute Private Private Commute Commute Private Private Commute Private Commute Private Private Private Commerciz Commute Commute Private Commute Private Commute Commute Commute Commute Commute Private Commute Commute Commute Commute Commute Commute Private Commute Private Commute Commute Farmer Private Commute Commute Commute Private Private 853 Rural 813 Rural 773 Urban 839 Rural 889 Rural 878 Urban 846 Rural 858 Urban 788 Urban 843 Urban 646 Rural 857 Urban 874 Urban 863 Rural 881 Urban 896 Rural 839 Urban 793 Urban 732 Urban 900 Urban 833 Urban 720 Urban 900 Rural 836 Urban 814 Urban 654 Rural 899 Urban 852 Rural 794 Urban 798 Urban 806 Urban 846 Urban 742 Urban 846 Urban 846 Urban 888 Urban 799 Urban 848 Rural 676 Urban 599 Rural 787 Rural 778 Urban 805 Urban 700 Urban 792 Urban 706 Urban 803 Rural 6213.71 6213.71 12427.42 3728.226 12427.42 6213.71 6213.71 12427.42 6213.71 6213.71 6213.71 12427.42 6213.71 12427.42 6213.71 12427.42 7456.452 12427.42 9320.565 6213.71 9320.565 12427.42 6213.71 12427.42 12427.42 12427.42 21747.99 18641.13 9320.565 9320.565 12427.42 12427.42 18641.13 9320.565 6213.71 4349.597 6213.71 6213.71 15534.28 15534.28 18641.13 6213.71 12427.42 12427.42 6213.71 6213.71 12427.42 37 28 54 23 45 30 13 15 53 12 29 38 37 38 56 55 18 11 52 20 44 27 32 25 22 42 10 27 28 40 21 47 49 30 42 32 14 14 45 10 12 42 Female 0 Married Commute 682 Rural 6213.71 24 6 Married Commute 785 Urban 12427.42 28 50 Male 31 Male 0 Married Commute 834 Urban 12427.42 14 58 Female 4 Married Private 746 Rural 9320.565 37 46 Female -1 Married Commute 519 Urban 14912.9 22 50 Male 5 Married Private 833 Rura 15534.28 33 30 Male 9 Married Commute 634 Urban 12427.42 14 65 Male 2 Married Private 879 Urban 12427.42 46 4 Married Private 832 Urban 6213.71 14 47 Male 32 Male 8 Single Commute 862 Urban 6213.71 9 4 41 Male 9 Married Commute 822 Urban 5213.71 52 Female 4 Single Private 820 Urban 5213.71 35 817 Rural 12427.42 42 61 Male 1 Single Private 68 Female 6 Married Private 881 Urban 6213.71 31 1 Single Commute 852 Urban 12427.42 13 28 Female 65 Male 5 Single Farmer 847 Rural 6213.71 48 68 Male 6 Married Private 839 Urban 6213.71 42 32 Female 12 Married Commute 778 Rural 12427.42 15 78 Male 8 Married Private 858 Rural 6213.71 57 1 Married Commute 825 Urban 12427.42 3 37 Male 52 Female 1 Married Private 803 Rural 12427.42 29 44 Male 2 Married Commute 671 Urban 5835.081 27 6 Single Commute 793 Rural 21747.99 40 58 Male 64 Male 10 Single Private 816 Urban 5213.71 33 3 Married Private 827 Urban 6213.71 14 31 Female 30 Male 11 Married Private 654 Urban 5213.71 14 51 74 Female 3 Married Private 895 Urban 12427.42 46 Male 6 Single Commute 880 Urban 12427.42 29 12 Married Farmer 876 Rural 6213.71 49 67 Male 67 Female -1 Married Private 894 Urban 6213.71 44 58 Female 5 Married Commute 829 Rural 6213.71 36 24 Female 2 Single Commute 809 Urban 12427.42 30 Male 5 Single Commute 723 Urban 7456.452 13 53 Male 2 Married Private 856 Rural 12427.42 36 50 Male 4 Married Commute 863 Rural 12427.42 32 65 Male 4 Married Private 886 Urban 12427.42 47 47 Female 1 Married Commute 569 Urban 11184.68 7 47 Female 4 Single Commute 688 Urban 12427.42 5 47 Female 3 Married Private 809 Rura 6213.71 26 53 Male -1 Married Commute 795 Urban 6213.71 35 69 Female 6 Single Commute 835 Urban 12427.42 48 41 Male 3 Single Commute 784 Urban 12427.42 25 65 Male 8 Married Private 817 Urban 14291.53 47 37 Male 5 Married Commute 818 Urban 6213.71 6 29 52 Female 2 Single Commute 858 Rural 9320.565 54 Female 12 Married Commute 643 Urban 12427.42 37 Private 832 Urban 6213.71 35 57 Male 13 Married53 Female 12 Single Commute 777 Rural 12427.42 35 35 Male 8 Married Commute 787 Urban 9320.565 19 6 Married Commute 619 Urban 15534.28 31 48 Female 44 Female 8 Single Commute 683 Rural 6213.71 22 38 Male 8 Married Commute 581 Rural 6213.71 17 66 Male 13 Married Private 793 Urban 6213.71 9 35 Female 3 Married Commute 820 Urban 6213.71 4 39 Female 8 Married Commute 835 Rural 12427.42 21 60 Male 0 Married Commercia 807 Urban 12427.42 38 55 Male 13 Married Private 854 Rura 6213.71 39 37 Male 10 Married Commute 813 Urban 12427.42 20 53 Male 11 Married Commute 509 Urban 12427.42 24 61 Male 1 Married Private 887 Urban 12427.42 35 8 Married Private 848 Urban 6213.71 35 67 Female 51 Male 8 Single Commute 518 Urban 12427.42 30 26 Male 3 Single Private 625 Urban 6213.71 11 46 Male 10 Married Commute 853 Urban 12427.42 15 37 Male 1 Married Commute 700 Urban 15534.28 20 72 Male 1 Single Private 847 Urban 12427.42 55 8 Married Commute 790 Urban 15534.28 41 59 Male 75 Female 7 Married Private 802 Urban 6213.71 58 45 Female 2 Married Private 323 Urban 9320.565 29 43 Male 1 Married Commute 780 Urban 12427.42 19 71 Female 17 Married Private 871 Urban 6213.71 50 27 Male 12 Single Commute 756 Urban 6213.71 10 32 Male 3 Single Private 560 Urban 5213.71 8 29 Male 8 Married Commute 832 Urban 12427.42 11 40 Male 4 Married Private 831 Urban 6213.71 20 52 Female 5 Married Commute 852 Urban 9320.565 35 62 Male 8 Married Private 854 Urban 6213.71 45 59 Female 1 Married Commute 892 Rural 15534.28 31 29 Female 1 Married Commute 843 Rural 15534.28 13 73 Female 11 Married Private 900 Urban 6400.121 49 9 Single Private 829 Urban 6213.71 53 70 Male 44 Male 6 Single Commute 700 Urban 12427.42 24 2 Married Commute 846 Rural 6213.71 47 63 Male 48 Female 4 Married Commute 826 Rural 6213.71 25 79 Male 5 Married Private 864 Urban 6213.71 57 41 Female 4 Married Commercial 756 Urban 12427.42 14 41 Female 10 Married Commute 846 Urban 12427.42 24 78 Female 1 Married Private 894 Urban 6213.71 46 52 Female 10 Married Farmer 900 Rural 9320.565 35 52 70 Male 2 Married Private 900 Urban 14912.9 49 Male 2 Married Commute 842 Urban 12427.42 1 44 Female 12 Married Private 828 Urban 3106.855 26 56 Male 11 Married Private 814 Urban 6213.71 38 60 Female 6 Single Commute 809 Urban 12427.42 4377 Male 14 Married Private 900 Rural 6213.71 57 4 Single Private 17 36 Female 874 Urban 3106.855 Private 593 Rural 6213.71 24 41 Male 13 Single 56 Male 7 Married Private 646 Urban 6213.71 21 50 68 Male 4 Single Private 701 Rural 12427.42 41 Male 3 Married Commute 745 Urban 12427.42 24 20 36 Female -1 Married Private 572 Urban 6213.71 33 Female 1 Single Commute 698 Urban 12427.42 17 29 Female 5 Married Private 856 Rural 15534.28 12 Private 734 Urban 9320.565 7 28 Female 11 Single 46 Male 7 Married Private 857 Urban 12427.42 29 67 Male 9 Married Private 771 Rural 6213.71 45 62 Female 9 Married Commute 879 Rural 12427.42 43 26 Female Private 741 Urban 6213.71 8 6 Single 59 Female 8 Married Commute 386 Urban 12427.42 42 26 Female 632 Urban 12427.42 8 5 Single Commercia 28 60 Male 0 Married Commute 857 Urban 6213.71 42 Male 8 Married Private 673 Rural 6213.71 25 33 Female 3 Married Commute 803 Rural 12427.42 15 56 Male 0 Married Commute 714 Urban 15534.28 25 0 Married Commute 12427.42 23 39 Female 865 Urban 63 Male 2 Married Commute 812 Urban 6213.71 31 52 Female 1 Married Private 756 Rural 6213.71 32 Commute 5 44 Female 4 Single 725 Urban 5213.71 6 Married Private 826 Urban 6213.71 63 82 Female Commute 859 Urban 12427.42 36 53 Male 2 Married 78 Male 4 Married Private 900 Rural 6213.71 59 65 Male 2 Married Private 848 Urban 6213.71 49 79 Male 2 Married Private 845 Urban 6213.71 47 Private 14 35 Male 6 Single 654 Urban 2423.347 74 Female 0 Married Private 895 Rural 5213.71 58 5 Single Commute 816 Urban 9320.565 35 57 Male 5 Married Commute 9320.565 8 35 Male 792 Urban 17 50 Male 10 Single Private 897 Urban 6213.71 43 Male 6 Married Commute 440 Urban 6213.71 11 Commute 829 Urban 6213.71 44 69 Female 9 Married 9 Single 6213.71 48 66 Male Private 857 Urban 70 Male 1 Married Private 871 Urban 12427.42 51 6 25 Male 17 Single Commute 817 Urban 12427.42 73 Male 5 Married Private 742 Urban 6213.71 29 59 Female 7 Single Private 851 Urban 9320.565 41 44 Male 3 Married Commute 817 Urban 6213.71 5 11 44 Male 8 Married Private 741 Urban 6213.71 1 Single Commercia 18641.13 42 68 Male 772 Urban 44 Male 10 Single Commercia 839 Urban 18641.13 10 52 Male 3 Married Commute 854 Rural 9320.565 36 21 44 Male 2 Married Private 831 Urban 6213.7130 Female 4 Married Commute 804 Urban 12427.42 14 12 Married Commute 792 Urban 12427.42 11 48 Male 4 Married Private 813 Urban 6213.71 9 45 Female 48 Male 5 Married Commute 637 Urban 18641.13 32 84 Male -1 Married Private 900 Urban 9320.565 17 6 Single Private 849 Urban 6213.71 41 57 Female Private 832 Urban 2485.484 46 66 Female 13 Married 900 Rural 6213.71 45 62 Male 8 Single Private 48 65 Male 3 Married Private 861 Urban 6213.71 6213.71 38 54 Male 8 Single Private 723 Rural 49 Female 7 Married Private 820 Urban 12427.42 31 43 Male 8 Married Commute 830 Rural 12427.42 26 69 Male 2 Single Commute 812 Urban 12427.42 31 11 Married 861 Urban 5592.339 60 78 Female Private 37 Female 9 Single Private 845 Urban 6213.71 20 12427.42 20 38 Female 5 Married Commute 814 Rural 64 Female 8 Married Private 849 Urban 6213.71 47 46 Male 8 Married Commute 684 Urban 6213.71 30 27 Male 9 Married Commute 794 Urban 5213.71 11 59 75 Male 1 Married Private 882 Urban 8077.823 29 Male 5 Married Commute 746 Urban 6213.71 2 60 Male 5 Married Private 851 Rural 4846.694 38 5 31 Female 12 Married Commute 776 Urban 12427.42 44 5 Married Private 864 Urban 6213.71 63 Male Private 805 Urban 6213.71 15 31 Female 3 Single 39 Male 5 Married Private 808 Urban 6213.71 21 2 Married 55 72 Male Private 789 Rural 6213.71 65 Female 9 Married Commute 868 Urban 6213.71 34 54 73 Male 9 Married Private 824 Urban 6213.71 66 Male 7 Married Private 838 Urban 12427.42 27 47 Male 10 Single Commute 638 Urban 12427.42 31 61 Female 3 Married Commute 803 Urban 12427.42 42 15 31 Male 3 Married Private 692 Urban 12427.42 65 Male 8 Married Private 820 Urban 6213.71 48 11 Married 870 Urban 4970.968 40 70 Female Private 32 Female 12 Married Commute 774 Urban 6213.71 15 14 30 Male 5 Married Commute 652 Urban 5213.71 Commute 773 Urban 6213.71 20 56 Female 9 Single 52 Female 0 Married Commute 844 Urban 6213.71 33 12 Married Private 840 Rural 6213.71 37 53 Male 47 Female 6 Married Private 829 Rural 6213.71 30 57 Female 2 Single Private 839 Urban 6213.71 20 41 Male 6 Married Commute 784 Urban 12427.42 16 74 Female 7 Single Private 894 Urban 5213.71 58 61 Male 3 Married Private 852 Urban 15534.28 45 67 Male 7 Single Commute 862 Urban 7456.452 45 Commute 35 51 Male 7 Single 761 Urban 6213.7161 Male 1 Married Private 853 Urban 6213.71 43 46 Male 10 Married Commute 824 Urban 18951.82 29 54 Female 2 Married Private 820 Urban 9320.565 37 35 Female 5 Single Commute 826 Urban 6213.71 19 70 Male 2 Married Private 789 Urban 6213.71 53 6 Single Commute 637 Rural 12427.42 8 25 Female 53 Female 3 Married Private 888 Rural 6213.71 33 53 Male 2 Married Private 864 Urban 6213.71 16 68 Male 11 Married Private 529 Urban 12427.42 48 0 Married Private 875 Urban 3106.855 12 43 Female 31 48 Female 3 Single Commute 797 Urban 12427.42 Private 825 Urban 9320.565 50 66 Female 5 Single 53 Female 1 Married Commute 826 Urban 15534.28 31 69 Female 3 Single Private 794 Urban 6213.71 43 Private 900 Urban 56 76 Male 14 Married 15534.28 36 Female 9 Married Commute 730 Urban 15534.28 6 62 Male 1 Married Private 811 Urban 6213.71 46 43 Female 5 Married Commute 853 Urban 6213.71 27 78 Male 3 Married Private 862 Urban 12427.42 61 61 Male 1 Married Private 806 Urban 7456.452 40 50 Male 2 Married Private 845 Rural 12427.42 33 28 Male 7 Single Commute 787 Urban 11930.32 2 6 Married Private 6213.71 50 77 Female 888 Urban 55 Male 7 Married Private 796 Urban 5213.71 9 58 Female 4 Married Private 860 Urban 9320.565 34 80 Female 7 Married Private 860 Urban 6213.71 20 59 Female 10 Married Private 841 Rural 6213.71 36 30 Male 10 Married Private 706 Urban 6213.71 6 5 22 Female 11 Single Commute 841 Urban 6213.71 Commute 10 26 Female 2 Single 833 Rural 12427.42 73 Male 7 Married Private 900 Urban 7456.452 41 7 Married Private 788 Urban 6213.71 44 69 Male 37 Male 4 Single Commute 706 Urban 5213.71 21 49 Male 2 Married Private 900 Urban 5213.71 33 48 Male 4 Married Commute 512 Urban 12427.42 31 57 Male 4 Married Commute 897 Urban 6213.71 41 45 Male 8 Single Private 834 Urban 6213.71 26 42 Male 9 Single Commute 777 Rural 6213.71 22 49 Female 10 Single Private 820 Urban 6213.71 31 32 Male 2 Single Commute 686 Urban 9320.565 16 61 Male 0 Married Private 848 Urban 12427.42 44 9 Married Private 755 Urban 6213.71 38 55 Male 28 Female 702 Urban 5 10 Single Commute 9320.565 46 Male 0 Married Commute 799 Urban 15534.28 29 6213.71 40 60 Female 0 Married Private 830 Urban 25 Female 6 Single Commute 862 Urban 6213.71 8 32 52 Female 6 Married Commute 714 Urban 9320.56563 Male 52 Female 52 Male 51 Male 62 Female 50 Female 62 Female 35 Male 61 Female 70 Female 49 Female 43 Male 27 Female 62 Female 30 Male 65 Female 61 Female 26 Male 58 Male 41 Female 41 Male 78 Male 34 Female 44 Male 64 Male 66 Female 31 Female 64 Male 55 Female 44 Male 43 Female 39 Female 48 Male 44 Male 42 Female 35 Male 34 Male 53 Female 47 Male 22 Female 49 Female 67 Female 74 Female 73 Male 70 Male 47 Female 47 Male 10 Married 7 Married 9 Single 11 Married 0 Married 4 Married 8 Married 7 Married 3 Single 6 Married 0 Single 8 Single 10 Married 6 Single 9 Married 4 Married 3 Single 0 Married 4 Married 0 Married 9 Married 1 Single 5 Married 8 Married 7 Married 7 Married 2 Married 13 Married 9 Single 8 Married 1 Married 2 Married 4 Married 11 Married 7 Married 1 Married 4 Single 11 Married 11 Married 3 Married 9 Single 5 Married 4 Married 5 Married 5 Married 1 Married 12 Married Private Private Commute Commute Private Commute Commute Commute Commute Private Commute Private Private Private Private Private Private Commute Private Commute Private Private Commute Commute Commute Private Commute Farmer Commute Commute Private Commute Private Commute Commute Commute Commute Private Private Commute Commute Private Private Farmer Private Commute Commute 900 Urban 794 Rural 754 Urban 770 Urban 856 Urban 867 Rural 900 Rural 824 Urban 900 Urban 900 Rural 790 Urban 834 Urban 813 Rural 836 Urban 851 Rural 861 Urban 720 Rural 815 Urban 842 Urban 799 Urban 836 Urban 784 Urban 840 Rural 850 Urban 900 Urban 898 Rural 665 Urban 746 Rural 828 Rural 845 Urban 771 Urban 835 Urban 839 Rural 731 Rural 683 Urban 807 Urban 605 Urban 784 Urban 813 Urban 536 Rural 798 Urban 853 Urban 886 Urban 900 Rural 734 Rural 672 Urban 772 Urban 6213.71 15534.28 9941.936 12427.42 6213.71 12427.42 15534.28 9320.565 12427.42 6213.71 6213.71 6213.71 12427.42 6213.71 6213.71 6213.71 12427.42 12427.42 6213.71 6213.71 6213.71 6213.71 6213.71 12427.42 12427.42 6213.71 7145.767 12427.42 5592.339 6213.71 6213.71 6213.71 12427.42 12427.42 12427.42 6213.71 15534.28 6213.71 6213.71 6213.71 6213.71 6213.71 13670.16 12427.42 6213.71 11184.68 9941.936 46 35 34 34 43 32 33 17 40 so 23 27 12 4o 14 48 44 41 21 20 59 17 25 48 50 15 48 38 27 12 32 28 26 36 27 29 46 55 54 46 30 28 Male 3 Single Commute 684 Urban 6213.71 11 46 Female 14 Single Commute 754 Urban 6213.71 47 Male 9 Married Commute 861 Urban 18641.13 31 36 Female 7 Single Commute 845 Urban 12427.42 16 46 Female 5 Married Commute 850 Urban 6213.71 28 76 Male 13 Single Private 866 Urban 6213.71 54 12 Married Commercia 8699.194 26 48 Female 816 Urban 36 81 Male 3 Married Private 795 Urban 6213.71 48 Male 1 Married Commercia 817 Urban 9320.565 29 8 Married Commute 877 Urban 6213.71 44 61 Male 27 Female 8 Single Commute 626 Urban 12427.42 10 61 Female 3 Married Commute 900 Rural 9941.936 43 60 Female 6 Married Private 900 Urban 6213.71 42 6 Single Private 630 Urban 6213.71 29 58 Female 6 Single Commute 620 Urban 12427.42 5 29 Male 832 Urban 6213.71 19 54 Female 3 Married Commute 14 Married Private 718 Urban 6213.71 51 70 Male Commute 719 Urban 7456.452 40 57 Male 13 Married 40 Female 7 Married Commute 725 Urban 9320.565 24 84 Female 6 Married Private 887 Urban 6213.71 56 17 Married Commute 884 Urban 6213.71 12 38 Male 5213.71 21 37 Male 5 Married Private 709 Urban 67 Female 4 Married Private 900 Urban 12427.42 41 63 Male 8 Married Private 824 Urban 4970.968 46 27 Male 4 Married Commute 641 Urban 18641.13 11 35 Male 3 Married Commercia 653 Urban 12427.42 18 13 Single Private 842 Rural 6213.71 6 25 Male 34 Male 5 Married Private 447 Urban 6213.71 8 6 Married Commute 872 Urban 12427.42 34 51 Male Private 821 Urban 43 60 Male 9 Married 9320.565 63 Female 2 Married Private 732 Rural 5213.71 47 42 Male 7 Married Commute 669 Urban 21747.99 22 65 Male 1 Single Private 867 Urban 6213.71 48 51 Male 9 Married Commute 775 Urban 6213.71 15 68 Female 9 Single Private 779 Urban 12427.42 40 31 Female 5 Married Commute 847 Urban 12427.42 16 61 Female 2 Married Commute 687 Urban 18641.13 33 46 Male 2 Married Commute 785 Rural 12427.42 29 11 Married Private 41 59 Male 739 Urban 6213.71 54 Male 2 Married Commute 841 Urban 6213.71 37 64 Male 12 Married Private 856 Urban 6213.71 48 51 Male 5 Married Commute 724 Urban 6213.71 23 60 Female 5 Married Private 886 Rural 6213.71 43 67 Male 1 Married Private 838 Urban 12427.42 49 Private 6213.71 65 81 Female 6 Married 856 Urban 27 43 Male 12 Single Private 735 Urban 6213.71 44 69 Male 5 Married Private 807 Rural 6213.7125 Male 62 Female 38 Male 26 Female 29 Male 29 Female 55 Female 59 Female 67 Female 43 Female 71 Female 58 Female 32 Female 41 Male 40 Female 51 Male 61 Female 63 Female 55 Male 54 Male 59 Female 55 Female 74 Female 32 Female 74 Female 24 Female 35 Female 43 Male 60 Female 62 Male 72 Male 4 Married 4 Married 12 Married -1 Single 4 Single 2 Single 4 Single 6 Married 7 Single 9 Married 10 Single 11 Married 9 Married 11 Married 8 Married 6 Married 7 Single 9 Married 7 Single 0 Married 5 Married 14 Single 10 Married 3 Married 13 Single 9 Married 3 Single 9 Married 2 Single 0 Married 7 Married Commute Private Commute Commute Commute Commute Commute Commute Commute Commute Private Private Private Commercie Commute Commute Private Private Commute Commute Private Private Private Commute Private Commute Commute Private Private Commute Private 574 Rurm 473 Rurm 816 Rura 874 Urban 872 Urban 785 Rurd 791 Urban 823 Urban 688 Urban 836 Urban 694 Urban 863 Urban 824 Urban 571 Urban 812 Urban 785 Urban 703 Urban 853 Urban 794 Urban 740 Urban 853 Urban 536 Urban 824 Urban 536 Urban 881 Urban 627 Urban 575 Urban 821 Urban 816 Urban 845 Urban 847 Urban 6213.71 9320.565 9320.565 9320.565 6213.71 9320.565 7518.589 6213.71 12427.42 12427.42 9320.565 3106.855 9320.565 6213.71 6213.71 9320.565 12427.42 6213.71 12427.42 18641.13 6213.71 6213.71 6213.71 12427.42 6213.71 9320.565 12427.42 6213.71 6213.71 7456.452 12427.42 36 22 10 37 37 48 27 16 25 20 30 45 42 38 35 38 39 40 11 29 17 25 44 46 55