Skip to content

Instantly share code, notes, and snippets.

@jrgamez

jrgamez/README.md

Last active September 23, 2021 03:10
Show Gist options
  • Save jrgamez/ed416bc0224c94fc690eb0f10bcc59a0 to your computer and use it in GitHub Desktop.
Save jrgamez/ed416bc0224c94fc690eb0f10bcc59a0 to your computer and use it in GitHub Desktop.
Download ZIP
Insurance Expenses Dataset
Raw
README.md

This is a dataset containing several demographic features of individuals such as age, sex, number of children and region, features related to their health status like smoking situation and BMI, and their existing medical expenses. It's original purpose is to be used for predicting future medical expenses of individuals to help medical insurance making the decision on the premium to charge.

It was obtained from Kaggle: Insurance Premium Prediction. It contains 1,338 observations and 7 features. The details about each column is presented below:

# Name Type Description
1 age Quantitative age in years
2 sex Categorical male or female
3 bmi Quantitative body mass index
4 children Quantitative number of children
5 smoker Categorical yer or no
6 region Categorical northwest, northeast, southwest or southeast
7 expenses Quantitative insurance expenses of an individual ($)
Raw
insuranceCharges.csv
age sex bmi children smoker region expenses
19 female 27.9 0 yes southwest 16884.92
18 male 33.77 1 no southeast 1725.55
28 male 33 3 no southeast 4449.46
33 male 22.705 0 no northwest 21984.47
32 male 28.88 0 no northwest 3866.86
31 female 25.74 0 no southeast 3756.62
46 female 33.44 1 no southeast 8240.59
37 female 27.74 3 no northwest 7281.51
37 male 29.83 2 no northeast 6406.41
60 female 25.84 0 no northwest 28923.14
25 male 26.22 0 no northeast 2721.32
62 female 26.29 0 yes southeast 27808.73
23 male 34.4 0 no southwest 1826.84
56 female 39.82 0 no southeast 11090.72
27 male 42.13 0 yes southeast 39611.76
19 male 24.6 1 no southwest 1837.24
52 female 30.78 1 no northeast 10797.34
23 male 23.845 0 no northeast 2395.17
56 male 40.3 0 no southwest 10602.39
30 male 35.3 0 yes southwest 36837.47
60 female 36.005 0 no northeast 13228.85
30 female 32.4 1 no southwest 4149.74
18 male 34.1 0 no southeast 1137.01
34 female 31.92 1 yes northeast 37701.88
37 male 28.025 2 no northwest 6203.9
59 female 27.72 3 no southeast 14001.13
63 female 23.085 0 no northeast 14451.84
55 female 32.775 2 no northwest 12268.63
23 male 17.385 1 no northwest 2775.19
31 male 36.3 2 yes southwest 38711
22 male 35.6 0 yes southwest 35585.58
18 female 26.315 0 no northeast 2198.19
19 female 28.6 5 no southwest 4687.8
63 male 28.31 0 no northwest 13770.1
28 male 36.4 1 yes southwest 51194.56
19 male 20.425 0 no northwest 1625.43
62 female 32.965 3 no northwest 15612.19
26 male 20.8 0 no southwest 2302.3
35 male 36.67 1 yes northeast 39774.28
60 male 39.9 0 yes southwest 48173.36
24 female 26.6 0 no northeast 3046.06
31 female 36.63 2 no southeast 4949.76
41 male 21.78 1 no southeast 6272.48
37 female 30.8 2 no southeast 6313.76
38 male 37.05 1 no northeast 6079.67
55 male 37.3 0 no southwest 20630.28
18 female 38.665 2 no northeast 3393.36
28 female 34.77 0 no northwest 3556.92
60 female 24.53 0 no southeast 12629.9
36 male 35.2 1 yes southeast 38709.18
18 female 35.625 0 no northeast 2211.13
21 female 33.63 2 no northwest 3579.83
48 male 28 1 yes southwest 23568.27
36 male 34.43 0 yes southeast 37742.58
40 female 28.69 3 no northwest 8059.68
58 male 36.955 2 yes northwest 47496.49
58 female 31.825 2 no northeast 13607.37
18 male 31.68 2 yes southeast 34303.17
53 female 22.88 1 yes southeast 23244.79
34 female 37.335 2 no northwest 5989.52
43 male 27.36 3 no northeast 8606.22
25 male 33.66 4 no southeast 4504.66
64 male 24.7 1 no northwest 30166.62
28 female 25.935 1 no northwest 4133.64
20 female 22.42 0 yes northwest 14711.74
19 female 28.9 0 no southwest 1743.21
61 female 39.1 2 no southwest 14235.07
40 male 26.315 1 no northwest 6389.38
40 female 36.19 0 no southeast 5920.1
28 male 23.98 3 yes southeast 17663.14
27 female 24.75 0 yes southeast 16577.78
31 male 28.5 5 no northeast 6799.46
53 female 28.1 3 no southwest 11741.73
58 male 32.01 1 no southeast 11946.63
44 male 27.4 2 no southwest 7726.85
57 male 34.01 0 no northwest 11356.66
29 female 29.59 1 no southeast 3947.41
21 male 35.53 0 no southeast 1532.47
22 female 39.805 0 no northeast 2755.02
41 female 32.965 0 no northwest 6571.02
31 male 26.885 1 no northeast 4441.21
45 female 38.285 0 no northeast 7935.29
22 male 37.62 1 yes southeast 37165.16
48 female 41.23 4 no northwest 11033.66
37 female 34.8 2 yes southwest 39836.52
45 male 22.895 2 yes northwest 21098.55
57 female 31.16 0 yes northwest 43578.94
56 female 27.2 0 no southwest 11073.18
46 female 27.74 0 no northwest 8026.67
55 female 26.98 0 no northwest 11082.58
21 female 39.49 0 no southeast 2026.97
53 female 24.795 1 no northwest 10942.13
59 male 29.83 3 yes northeast 30184.94
35 male 34.77 2 no northwest 5729.01
64 female 31.3 2 yes southwest 47291.06
28 female 37.62 1 no southeast 3766.88
54 female 30.8 3 no southwest 12105.32
55 male 38.28 0 no southeast 10226.28
56 male 19.95 0 yes northeast 22412.65
38 male 19.3 0 yes southwest 15820.7
41 female 31.6 0 no southwest 6186.13
30 male 25.46 0 no northeast 3645.09
18 female 30.115 0 no northeast 21344.85
61 female 29.92 3 yes southeast 30942.19
34 female 27.5 1 no southwest 5003.85
20 male 28.025 1 yes northwest 17560.38
19 female 28.4 1 no southwest 2331.52
26 male 30.875 2 no northwest 3877.3
29 male 27.94 0 no southeast 2867.12
63 male 35.09 0 yes southeast 47055.53
54 male 33.63 1 no northwest 10825.25
55 female 29.7 2 no southwest 11881.36
37 male 30.8 0 no southwest 4646.76
21 female 35.72 0 no northwest 2404.73
52 male 32.205 3 no northeast 11488.32
60 male 28.595 0 no northeast 30260
58 male 49.06 0 no southeast 11381.33
29 female 27.94 1 yes southeast 19107.78
49 female 27.17 0 no southeast 8601.33
37 female 23.37 2 no northwest 6686.43
44 male 37.1 2 no southwest 7740.34
18 male 23.75 0 no northeast 1705.62
20 female 28.975 0 no northwest 2257.48
44 male 31.35 1 yes northeast 39556.49
47 female 33.915 3 no northwest 10115.01
26 female 28.785 0 no northeast 3385.4
19 female 28.3 0 yes southwest 17081.08
52 female 37.4 0 no southwest 9634.54
32 female 17.765 2 yes northwest 32734.19
38 male 34.7 2 no southwest 6082.41
59 female 26.505 0 no northeast 12815.44
61 female 22.04 0 no northeast 13616.36
53 female 35.9 2 no southwest 11163.57
19 male 25.555 0 no northwest 1632.56
20 female 28.785 0 no northeast 2457.21
22 female 28.05 0 no southeast 2155.68
19 male 34.1 0 no southwest 1261.44
22 male 25.175 0 no northwest 2045.69
54 female 31.9 3 no southeast 27322.73
22 female 36 0 no southwest 2166.73
34 male 22.42 2 no northeast 27375.9
26 male 32.49 1 no northeast 3490.55
34 male 25.3 2 yes southeast 18972.5
29 male 29.735 2 no northwest 18157.88
30 male 28.69 3 yes northwest 20745.99
29 female 38.83 3 no southeast 5138.26
46 male 30.495 3 yes northwest 40720.55
51 female 37.73 1 no southeast 9877.61
53 female 37.43 1 no northwest 10959.69
19 male 28.4 1 no southwest 1842.52
35 male 24.13 1 no northwest 5125.22
48 male 29.7 0 no southeast 7789.64
32 female 37.145 3 no northeast 6334.34
42 female 23.37 0 yes northeast 19964.75
40 female 25.46 1 no northeast 7077.19
44 male 39.52 0 no northwest 6948.7
48 male 24.42 0 yes southeast 21223.68
18 male 25.175 0 yes northeast 15518.18
30 male 35.53 0 yes southeast 36950.26
50 female 27.83 3 no southeast 19749.38
42 female 26.6 0 yes northwest 21348.71
18 female 36.85 0 yes southeast 36149.48
54 male 39.6 1 no southwest 10450.55
32 female 29.8 2 no southwest 5152.13
37 male 29.64 0 no northwest 5028.15
47 male 28.215 4 no northeast 10407.09
20 female 37 5 no southwest 4830.63
32 female 33.155 3 no northwest 6128.8
19 female 31.825 1 no northwest 2719.28
27 male 18.905 3 no northeast 4827.9
63 male 41.47 0 no southeast 13405.39
49 male 30.3 0 no southwest 8116.68
18 male 15.96 0 no northeast 1694.8
35 female 34.8 1 no southwest 5246.05
24 female 33.345 0 no northwest 2855.44
63 female 37.7 0 yes southwest 48824.45
38 male 27.835 2 no northwest 6455.86
54 male 29.2 1 no southwest 10436.1
46 female 28.9 2 no southwest 8823.28
41 female 33.155 3 no northeast 8538.29
58 male 28.595 0 no northwest 11735.88
18 female 38.28 0 no southeast 1631.82
22 male 19.95 3 no northeast 4005.42
44 female 26.41 0 no northwest 7419.48
44 male 30.69 2 no southeast 7731.43
36 male 41.895 3 yes northeast 43753.34
26 female 29.92 2 no southeast 3981.98
30 female 30.9 3 no southwest 5325.65
41 female 32.2 1 no southwest 6775.96
29 female 32.11 2 no northwest 4922.92
61 male 31.57 0 no southeast 12557.61
36 female 26.2 0 no southwest 4883.87
25 male 25.74 0 no southeast 2137.65
56 female 26.6 1 no northwest 12044.34
18 male 34.43 0 no southeast 1137.47
19 male 30.59 0 no northwest 1639.56
39 female 32.8 0 no southwest 5649.72
45 female 28.6 2 no southeast 8516.83
51 female 18.05 0 no northwest 9644.25
64 female 39.33 0 no northeast 14901.52
19 female 32.11 0 no northwest 2130.68
48 female 32.23 1 no southeast 8871.15
60 female 24.035 0 no northwest 13012.21
27 female 36.08 0 yes southeast 37133.9
46 male 22.3 0 no southwest 7147.11
28 female 28.88 1 no northeast 4337.74
59 male 26.4 0 no southeast 11743.3
35 male 27.74 2 yes northeast 20984.09
63 female 31.8 0 no southwest 13880.95
40 male 41.23 1 no northeast 6610.11
20 male 33 1 no southwest 1980.07
40 male 30.875 4 no northwest 8162.72
24 male 28.5 2 no northwest 3537.7
34 female 26.73 1 no southeast 5002.78
45 female 30.9 2 no southwest 8520.03
41 female 37.1 2 no southwest 7371.77
53 female 26.6 0 no northwest 10355.64
27 male 23.1 0 no southeast 2483.74
26 female 29.92 1 no southeast 3392.98
24 female 23.21 0 no southeast 25081.77
34 female 33.7 1 no southwest 5012.47
53 female 33.25 0 no northeast 10564.88
32 male 30.8 3 no southwest 5253.52
19 male 34.8 0 yes southwest 34779.62
42 male 24.64 0 yes southeast 19515.54
55 male 33.88 3 no southeast 11987.17
28 male 38.06 0 no southeast 2689.5
58 female 41.91 0 no southeast 24227.34
41 female 31.635 1 no northeast 7358.18
47 male 25.46 2 no northeast 9225.26
42 female 36.195 1 no northwest 7443.64
59 female 27.83 3 no southeast 14001.29
19 female 17.8 0 no southwest 1727.79
59 male 27.5 1 no southwest 12333.83
39 male 24.51 2 no northwest 6710.19
40 female 22.22 2 yes southeast 19444.27
18 female 26.73 0 no southeast 1615.77
31 male 38.39 2 no southeast 4463.21
19 male 29.07 0 yes northwest 17352.68
44 male 38.06 1 no southeast 7152.67
23 female 36.67 2 yes northeast 38511.63
33 female 22.135 1 no northeast 5354.07
55 female 26.8 1 no southwest 35160.13
40 male 35.3 3 no southwest 7196.87
63 female 27.74 0 yes northeast 29523.17
54 male 30.02 0 no northwest 24476.48
60 female 38.06 0 no southeast 12648.7
24 male 35.86 0 no southeast 1986.93
19 male 20.9 1 no southwest 1832.09
29 male 28.975 1 no northeast 4040.56
18 male 17.29 2 yes northeast 12829.46
63 female 32.2 2 yes southwest 47305.31
54 male 34.21 2 yes southeast 44260.75
27 male 30.3 3 no southwest 4260.74
50 male 31.825 0 yes northeast 41097.16
55 female 25.365 3 no northeast 13047.33
56 male 33.63 0 yes northwest 43921.18
38 female 40.15 0 no southeast 5400.98
51 male 24.415 4 no northwest 11520.1
19 male 31.92 0 yes northwest 33750.29
58 female 25.2 0 no southwest 11837.16
20 female 26.84 1 yes southeast 17085.27
52 male 24.32 3 yes northeast 24869.84
19 male 36.955 0 yes northwest 36219.41
53 female 38.06 3 no southeast 20463
46 male 42.35 3 yes southeast 46151.12
40 male 19.8 1 yes southeast 17179.52
59 female 32.395 3 no northeast 14590.63
45 male 30.2 1 no southwest 7441.05
49 male 25.84 1 no northeast 9282.48
18 male 29.37 1 no southeast 1719.44
50 male 34.2 2 yes southwest 42856.84
41 male 37.05 2 no northwest 7265.7
50 male 27.455 1 no northeast 9617.66
25 male 27.55 0 no northwest 2523.17
47 female 26.6 2 no northeast 9715.84
19 male 20.615 2 no northwest 2803.7
22 female 24.3 0 no southwest 2150.47
59 male 31.79 2 no southeast 12928.79
51 female 21.56 1 no southeast 9855.13
40 female 28.12 1 yes northeast 22331.57
54 male 40.565 3 yes northeast 48549.18
30 male 27.645 1 no northeast 4237.13
55 female 32.395 1 no northeast 11879.1
52 female 31.2 0 no southwest 9625.92
46 male 26.62 1 no southeast 7742.11
46 female 48.07 2 no northeast 9432.93
63 female 26.22 0 no northwest 14256.19
59 female 36.765 1 yes northeast 47896.79
52 male 26.4 3 no southeast 25992.82
28 female 33.4 0 no southwest 3172.02
29 male 29.64 1 no northeast 20277.81
25 male 45.54 2 yes southeast 42112.24
22 female 28.82 0 no southeast 2156.75
25 male 26.8 3 no southwest 3906.13
18 male 22.99 0 no northeast 1704.57
19 male 27.7 0 yes southwest 16297.85
47 male 25.41 1 yes southeast 21978.68
31 male 34.39 3 yes northwest 38746.36
48 female 28.88 1 no northwest 9249.5
36 male 27.55 3 no northeast 6746.74
53 female 22.61 3 yes northeast 24873.38
56 female 37.51 2 no southeast 12265.51
28 female 33 2 no southeast 4349.46
57 female 38 2 no southwest 12646.21
29 male 33.345 2 no northwest 19442.35
28 female 27.5 2 no southwest 20177.67
30 female 33.33 1 no southeast 4151.03
58 male 34.865 0 no northeast 11944.59
41 female 33.06 2 no northwest 7749.16
50 male 26.6 0 no southwest 8444.47
19 female 24.7 0 no southwest 1737.38
43 male 35.97 3 yes southeast 42124.52
49 male 35.86 0 no southeast 8124.41
27 female 31.4 0 yes southwest 34838.87
52 male 33.25 0 no northeast 9722.77
50 male 32.205 0 no northwest 8835.26
54 male 32.775 0 no northeast 10435.07
44 female 27.645 0 no northwest 7421.19
32 male 37.335 1 no northeast 4667.61
34 male 25.27 1 no northwest 4894.75
26 female 29.64 4 no northeast 24671.66
34 male 30.8 0 yes southwest 35491.64
57 male 40.945 0 no northeast 11566.3
29 male 27.2 0 no southwest 2866.09
40 male 34.105 1 no northeast 6600.21
27 female 23.21 1 no southeast 3561.89
45 male 36.48 2 yes northwest 42760.5
64 female 33.8 1 yes southwest 47928.03
52 male 36.7 0 no southwest 9144.57
61 female 36.385 1 yes northeast 48517.56
52 male 27.36 0 yes northwest 24393.62
61 female 31.16 0 no northwest 13429.04
56 female 28.785 0 no northeast 11658.38
43 female 35.72 2 no northeast 19144.58
64 male 34.5 0 no southwest 13822.8
60 male 25.74 0 no southeast 12142.58
62 male 27.55 1 no northwest 13937.67
50 male 32.3 1 yes northeast 41919.1
46 female 27.72 1 no southeast 8232.64
24 female 27.6 0 no southwest 18955.22
62 male 30.02 0 no northwest 13352.1
60 female 27.55 0 no northeast 13217.09
63 male 36.765 0 no northeast 13981.85
49 female 41.47 4 no southeast 10977.21
34 female 29.26 3 no southeast 6184.3
33 male 35.75 2 no southeast 4890
46 male 33.345 1 no northeast 8334.46
36 female 29.92 1 no southeast 5478.04
19 male 27.835 0 no northwest 1635.73
57 female 23.18 0 no northwest 11830.61
50 female 25.6 0 no southwest 8932.08
30 female 27.7 0 no southwest 3554.2
33 male 35.245 0 no northeast 12404.88
18 female 38.28 0 no southeast 14133.04
46 male 27.6 0 no southwest 24603.05
46 male 43.89 3 no southeast 8944.12
47 male 29.83 3 no northwest 9620.33
23 male 41.91 0 no southeast 1837.28
18 female 20.79 0 no southeast 1607.51
48 female 32.3 2 no northeast 10043.25
35 male 30.5 1 no southwest 4751.07
19 female 21.7 0 yes southwest 13844.51
21 female 26.4 1 no southwest 2597.78
21 female 21.89 2 no southeast 3180.51
49 female 30.78 1 no northeast 9778.35
56 female 32.3 3 no northeast 13430.27
42 female 24.985 2 no northwest 8017.06
44 male 32.015 2 no northwest 8116.27
18 male 30.4 3 no northeast 3481.87
61 female 21.09 0 no northwest 13415.04
57 female 22.23 0 no northeast 12029.29
42 female 33.155 1 no northeast 7639.42
26 male 32.9 2 yes southwest 36085.22
20 male 33.33 0 no southeast 1391.53
23 female 28.31 0 yes northwest 18033.97
39 female 24.89 3 yes northeast 21659.93
24 male 40.15 0 yes southeast 38126.25
64 female 30.115 3 no northwest 16455.71
62 male 31.46 1 no southeast 27000.98
27 female 17.955 2 yes northeast 15006.58
55 male 30.685 0 yes northeast 42303.69
55 male 33 0 no southeast 20781.49
35 female 43.34 2 no southeast 5846.92
44 male 22.135 2 no northeast 8302.54
19 male 34.4 0 no southwest 1261.86
58 female 39.05 0 no southeast 11856.41
50 male 25.365 2 no northwest 30284.64
26 female 22.61 0 no northwest 3176.82
24 female 30.21 3 no northwest 4618.08
48 male 35.625 4 no northeast 10736.87
19 female 37.43 0 no northwest 2138.07
48 male 31.445 1 no northeast 8964.06
49 male 31.35 1 no northeast 9290.14
46 female 32.3 2 no northeast 9411.01
46 male 19.855 0 no northwest 7526.71
43 female 34.4 3 no southwest 8522
21 male 31.02 0 no southeast 16586.5
64 male 25.6 2 no southwest 14988.43
18 female 38.17 0 no southeast 1631.67
51 female 20.6 0 no southwest 9264.8
47 male 47.52 1 no southeast 8083.92
64 female 32.965 0 no northwest 14692.67
49 male 32.3 3 no northwest 10269.46
31 male 20.4 0 no southwest 3260.2
52 female 38.38 2 no northeast 11396.9
33 female 24.31 0 no southeast 4185.1
47 female 23.6 1 no southwest 8539.67
38 male 21.12 3 no southeast 6652.53
32 male 30.03 1 no southeast 4074.45
19 male 17.48 0 no northwest 1621.34
44 female 20.235 1 yes northeast 19594.81
26 female 17.195 2 yes northeast 14455.64
25 male 23.9 5 no southwest 5080.1
19 female 35.15 0 no northwest 2134.9
43 female 35.64 1 no southeast 7345.73
52 male 34.1 0 no southeast 9140.95
36 female 22.6 2 yes southwest 18608.26
64 male 39.16 1 no southeast 14418.28
63 female 26.98 0 yes northwest 28950.47
64 male 33.88 0 yes southeast 46889.26
61 male 35.86 0 yes southeast 46599.11
40 male 32.775 1 yes northeast 39125.33
25 male 30.59 0 no northeast 2727.4
48 male 30.2 2 no southwest 8968.33
45 male 24.31 5 no southeast 9788.87
38 female 27.265 1 no northeast 6555.07
18 female 29.165 0 no northeast 7323.73
21 female 16.815 1 no northeast 3167.46
27 female 30.4 3 no northwest 18804.75
19 male 33.1 0 no southwest 23082.96
29 female 20.235 2 no northwest 4906.41
42 male 26.9 0 no southwest 5969.72
60 female 30.5 0 no southwest 12638.2
31 male 28.595 1 no northwest 4243.59
60 male 33.11 3 no southeast 13919.82
22 male 31.73 0 no northeast 2254.8
35 male 28.9 3 no southwest 5926.85
52 female 46.75 5 no southeast 12592.53
26 male 29.45 0 no northeast 2897.32
31 female 32.68 1 no northwest 4738.27
33 female 33.5 0 yes southwest 37079.37
18 male 43.01 0 no southeast 1149.4
59 female 36.52 1 no southeast 28287.9
56 male 26.695 1 yes northwest 26109.33
45 female 33.1 0 no southwest 7345.08
60 male 29.64 0 no northeast 12731
56 female 25.65 0 no northwest 11454.02
40 female 29.6 0 no southwest 5910.94
35 male 38.6 1 no southwest 4762.33
39 male 29.6 4 no southwest 7512.27
30 male 24.13 1 no northwest 4032.24
24 male 23.4 0 no southwest 1969.61
20 male 29.735 0 no northwest 1769.53
32 male 46.53 2 no southeast 4686.39
59 male 37.4 0 no southwest 21797
55 female 30.14 2 no southeast 11881.97
57 female 30.495 0 no northwest 11840.78
56 male 39.6 0 no southwest 10601.41
40 female 33 3 no southeast 7682.67
49 female 36.63 3 no southeast 10381.48
42 male 30 0 yes southwest 22144.03
62 female 38.095 2 no northeast 15230.32
56 male 25.935 0 no northeast 11165.42
19 male 25.175 0 no northwest 1632.04
30 female 28.38 1 yes southeast 19521.97
60 female 28.7 1 no southwest 13224.69
56 female 33.82 2 no northwest 12643.38
28 female 24.32 1 no northeast 23288.93
18 female 24.09 1 no southeast 2201.1
27 male 32.67 0 no southeast 2497.04
18 female 30.115 0 no northeast 2203.47
19 female 29.8 0 no southwest 1744.47
47 female 33.345 0 no northeast 20878.78
54 male 25.1 3 yes southwest 25382.3
61 male 28.31 1 yes northwest 28868.66
24 male 28.5 0 yes northeast 35147.53
25 male 35.625 0 no northwest 2534.39
21 male 36.85 0 no southeast 1534.3
23 male 32.56 0 no southeast 1824.29
63 male 41.325 3 no northwest 15555.19
49 male 37.51 2 no southeast 9304.7
18 female 31.35 0 no southeast 1622.19
51 female 39.5 1 no southwest 9880.07
48 male 34.3 3 no southwest 9563.03
31 female 31.065 0 no northeast 4347.02
54 female 21.47 3 no northwest 12475.35
19 male 28.7 0 no southwest 1253.94
44 female 38.06 0 yes southeast 48885.14
53 male 31.16 1 no northwest 10461.98
19 female 32.9 0 no southwest 1748.77
61 female 25.08 0 no southeast 24513.09
18 female 25.08 0 no northeast 2196.47
61 male 43.4 0 no southwest 12574.05
21 male 25.7 4 yes southwest 17942.11
20 male 27.93 0 no northeast 1967.02
31 female 23.6 2 no southwest 4931.65
45 male 28.7 2 no southwest 8027.97
44 female 23.98 2 no southeast 8211.1
62 female 39.2 0 no southwest 13470.86
29 male 34.4 0 yes southwest 36197.7
43 male 26.03 0 no northeast 6837.37
51 male 23.21 1 yes southeast 22218.11
19 male 30.25 0 yes southeast 32548.34
38 female 28.93 1 no southeast 5974.38
37 male 30.875 3 no northwest 6796.86
22 male 31.35 1 no northwest 2643.27
21 male 23.75 2 no northwest 3077.1
24 female 25.27 0 no northeast 3044.21
57 female 28.7 0 no southwest 11455.28
56 male 32.11 1 no northeast 11763
27 male 33.66 0 no southeast 2498.41
51 male 22.42 0 no northeast 9361.33
19 male 30.4 0 no southwest 1256.3
39 male 28.3 1 yes southwest 21082.16
58 male 35.7 0 no southwest 11362.76
20 male 35.31 1 no southeast 27724.29
45 male 30.495 2 no northwest 8413.46
35 female 31 1 no southwest 5240.77
31 male 30.875 0 no northeast 3857.76
50 female 27.36 0 no northeast 25656.58
32 female 44.22 0 no southeast 3994.18
51 female 33.915 0 no northeast 9866.3
38 female 37.73 0 no southeast 5397.62
42 male 26.07 1 yes southeast 38245.59
18 female 33.88 0 no southeast 11482.63
19 female 30.59 2 no northwest 24059.68
51 female 25.8 1 no southwest 9861.03
46 male 39.425 1 no northeast 8342.91
18 male 25.46 0 no northeast 1708
57 male 42.13 1 yes southeast 48675.52
62 female 31.73 0 no northeast 14043.48
59 male 29.7 2 no southeast 12925.89
37 male 36.19 0 no southeast 19214.71
64 male 40.48 0 no southeast 13831.12
38 male 28.025 1 no northeast 6067.13
33 female 38.9 3 no southwest 5972.38
46 female 30.2 2 no southwest 8825.09
46 female 28.05 1 no southeast 8233.1
53 male 31.35 0 no southeast 27346.04
34 female 38 3 no southwest 6196.45
20 female 31.79 2 no southeast 3056.39
63 female 36.3 0 no southeast 13887.2
54 female 47.41 0 yes southeast 63770.43
54 male 30.21 0 no northwest 10231.5
49 male 25.84 2 yes northwest 23807.24
28 male 35.435 0 no northeast 3268.85
54 female 46.7 2 no southwest 11538.42
25 female 28.595 0 no northeast 3213.62
43 female 46.2 0 yes southeast 45863.21
63 male 30.8 0 no southwest 13390.56
32 female 28.93 0 no southeast 3972.92
62 male 21.4 0 no southwest 12957.12
52 female 31.73 2 no northwest 11187.66
25 female 41.325 0 no northeast 17878.9
28 male 23.8 2 no southwest 3847.67
46 male 33.44 1 no northeast 8334.59
34 male 34.21 0 no southeast 3935.18
35 female 34.105 3 yes northwest 39983.43
19 male 35.53 0 no northwest 1646.43
46 female 19.95 2 no northwest 9193.84
54 female 32.68 0 no northeast 10923.93
27 male 30.5 0 no southwest 2494.02
50 male 44.77 1 no southeast 9058.73
18 female 32.12 2 no southeast 2801.26
19 female 30.495 0 no northwest 2128.43
38 female 40.565 1 no northwest 6373.56
41 male 30.59 2 no northwest 7256.72
49 female 31.9 5 no southwest 11552.9
48 male 40.565 2 yes northwest 45702.02
31 female 29.1 0 no southwest 3761.29
18 female 37.29 1 no southeast 2219.45
30 female 43.12 2 no southeast 4753.64
62 female 36.86 1 no northeast 31620
57 female 34.295 2 no northeast 13224.06
58 female 27.17 0 no northwest 12222.9
22 male 26.84 0 no southeast 1665
31 female 38.095 1 yes northeast 58571.07
52 male 30.2 1 no southwest 9724.53
25 female 23.465 0 no northeast 3206.49
59 male 25.46 1 no northeast 12913.99
19 male 30.59 0 no northwest 1639.56
39 male 45.43 2 no southeast 6356.27
32 female 23.65 1 no southeast 17626.24
19 male 20.7 0 no southwest 1242.82
33 female 28.27 1 no southeast 4779.6
21 male 20.235 3 no northeast 3861.21
34 female 30.21 1 yes northwest 43943.88
61 female 35.91 0 no northeast 13635.64
38 female 30.69 1 no southeast 5976.83
58 female 29 0 no southwest 11842.44
47 male 19.57 1 no northwest 8428.07
20 male 31.13 2 no southeast 2566.47
21 female 21.85 1 yes northeast 15359.1
41 male 40.26 0 no southeast 5709.16
46 female 33.725 1 no northeast 8823.99
42 female 29.48 2 no southeast 7640.31
34 female 33.25 1 no northeast 5594.85
43 male 32.6 2 no southwest 7441.5
52 female 37.525 2 no northwest 33471.97
18 female 39.16 0 no southeast 1633.04
51 male 31.635 0 no northwest 9174.14
56 female 25.3 0 no southwest 11070.54
64 female 39.05 3 no southeast 16085.13
19 female 28.31 0 yes northwest 17468.98
51 female 34.1 0 no southeast 9283.56
27 female 25.175 0 no northeast 3558.62
59 female 23.655 0 yes northwest 25678.78
28 male 26.98 2 no northeast 4435.09
30 male 37.8 2 yes southwest 39241.44
47 female 29.37 1 no southeast 8547.69
38 female 34.8 2 no southwest 6571.54
18 female 33.155 0 no northeast 2207.7
34 female 19 3 no northeast 6753.04
20 female 33 0 no southeast 1880.07
47 female 36.63 1 yes southeast 42969.85
56 female 28.595 0 no northeast 11658.12
49 male 25.6 2 yes southwest 23306.55
19 female 33.11 0 yes southeast 34439.86
55 female 37.1 0 no southwest 10713.64
30 male 31.4 1 no southwest 3659.35
37 male 34.1 4 yes southwest 40182.25
49 female 21.3 1 no southwest 9182.17
18 male 33.535 0 yes northeast 34617.84
59 male 28.785 0 no northwest 12129.61
29 female 26.03 0 no northwest 3736.46
36 male 28.88 3 no northeast 6748.59
33 male 42.46 1 no southeast 11326.71
58 male 38 0 no southwest 11365.95
44 female 38.95 0 yes northwest 42983.46
53 male 36.1 1 no southwest 10085.85
24 male 29.3 0 no southwest 1977.82
29 female 35.53 0 no southeast 3366.67
40 male 22.705 2 no northeast 7173.36
51 male 39.7 1 no southwest 9391.35
64 male 38.19 0 no northeast 14410.93
19 female 24.51 1 no northwest 2709.11
35 female 38.095 2 no northeast 24915.05
39 male 26.41 0 yes northeast 20149.32
56 male 33.66 4 no southeast 12949.16
33 male 42.4 5 no southwest 6666.24
42 male 28.31 3 yes northwest 32787.46
61 male 33.915 0 no northeast 13143.86
23 female 34.96 3 no northwest 4466.62
43 male 35.31 2 no southeast 18806.15
48 male 30.78 3 no northeast 10141.14
39 male 26.22 1 no northwest 6123.57
40 female 23.37 3 no northeast 8252.28
18 male 28.5 0 no northeast 1712.23
58 female 32.965 0 no northeast 12430.95
49 female 42.68 2 no southeast 9800.89
53 female 39.6 1 no southeast 10579.71
48 female 31.13 0 no southeast 8280.62
45 female 36.3 2 no southeast 8527.53
59 female 35.2 0 no southeast 12244.53
52 female 25.3 2 yes southeast 24667.42
26 female 42.4 1 no southwest 3410.32
27 male 33.155 2 no northwest 4058.71
48 female 35.91 1 no northeast 26392.26
57 female 28.785 4 no northeast 14394.4
37 male 46.53 3 no southeast 6435.62
57 female 23.98 1 no southeast 22192.44
32 female 31.54 1 no northeast 5148.55
18 male 33.66 0 no southeast 1136.4
64 female 22.99 0 yes southeast 27037.91
43 male 38.06 2 yes southeast 42560.43
49 male 28.7 1 no southwest 8703.46
40 female 32.775 2 yes northwest 40003.33
62 male 32.015 0 yes northeast 45710.21
40 female 29.81 1 no southeast 6500.24
30 male 31.57 3 no southeast 4837.58
29 female 31.16 0 no northeast 3943.6
36 male 29.7 0 no southeast 4399.73
41 female 31.02 0 no southeast 6185.32
44 female 43.89 2 yes southeast 46200.99
45 male 21.375 0 no northwest 7222.79
55 female 40.81 3 no southeast 12485.8
60 male 31.35 3 yes northwest 46130.53
56 male 36.1 3 no southwest 12363.55
49 female 23.18 2 no northwest 10156.78
21 female 17.4 1 no southwest 2585.27
19 male 20.3 0 no southwest 1242.26
39 male 35.3 2 yes southwest 40103.89
53 male 24.32 0 no northwest 9863.47
33 female 18.5 1 no southwest 4766.02
53 male 26.41 2 no northeast 11244.38
42 male 26.125 2 no northeast 7729.65
40 male 41.69 0 no southeast 5438.75
47 female 24.1 1 no southwest 26236.58
27 male 31.13 1 yes southeast 34806.47
21 male 27.36 0 no northeast 2104.11
47 male 36.2 1 no southwest 8068.19
20 male 32.395 1 no northwest 2362.23
24 male 23.655 0 no northwest 2352.97
27 female 34.8 1 no southwest 3578
26 female 40.185 0 no northwest 3201.25
53 female 32.3 2 no northeast 29186.48
41 male 35.75 1 yes southeast 40273.65
56 male 33.725 0 no northwest 10976.25
23 female 39.27 2 no southeast 3500.61
21 female 34.87 0 no southeast 2020.55
50 female 44.745 0 no northeast 9541.7
53 male 41.47 0 no southeast 9504.31
34 female 26.41 1 no northwest 5385.34
47 female 29.545 1 no northwest 8930.93
33 female 32.9 2 no southwest 5375.04
51 female 38.06 0 yes southeast 44400.41
49 male 28.69 3 no northwest 10264.44
31 female 30.495 3 no northeast 6113.23
36 female 27.74 0 no northeast 5469.01
18 male 35.2 1 no southeast 1727.54
50 female 23.54 2 no southeast 10107.22
43 female 30.685 2 no northwest 8310.84
20 male 40.47 0 no northeast 1984.45
24 female 22.6 0 no southwest 2457.5
60 male 28.9 0 no southwest 12146.97
49 female 22.61 1 no northwest 9566.99
60 male 24.32 1 no northwest 13112.6
51 female 36.67 2 no northwest 10848.13
58 female 33.44 0 no northwest 12231.61
51 female 40.66 0 no northeast 9875.68
53 male 36.6 3 no southwest 11264.54
62 male 37.4 0 no southwest 12979.36
19 male 35.4 0 no southwest 1263.25
50 female 27.075 1 no northeast 10106.13
30 female 39.05 3 yes southeast 40932.43
41 male 28.405 1 no northwest 6664.69
29 female 21.755 1 yes northeast 16657.72
18 female 40.28 0 no northeast 2217.6
41 female 36.08 1 no southeast 6781.35
35 male 24.42 3 yes southeast 19362
53 male 21.4 1 no southwest 10065.41
24 female 30.1 3 no southwest 4234.93
48 female 27.265 1 no northeast 9447.25
59 female 32.1 3 no southwest 14007.22
49 female 34.77 1 no northwest 9583.89
37 female 38.39 0 yes southeast 40419.02
26 male 23.7 2 no southwest 3484.33
23 male 31.73 3 yes northeast 36189.1
29 male 35.5 2 yes southwest 44585.46
45 male 24.035 2 no northeast 8604.48
27 male 29.15 0 yes southeast 18246.5
53 male 34.105 0 yes northeast 43254.42
31 female 26.62 0 no southeast 3757.84
50 male 26.41 0 no northwest 8827.21
50 female 30.115 1 no northwest 9910.36
34 male 27 2 no southwest 11737.85
19 male 21.755 0 no northwest 1627.28
47 female 36 1 no southwest 8556.91
28 male 30.875 0 no northwest 3062.51
37 female 26.4 0 yes southeast 19539.24
21 male 28.975 0 no northwest 1906.36
64 male 37.905 0 no northwest 14210.54
58 female 22.77 0 no southeast 11833.78
24 male 33.63 4 no northeast 17128.43
31 male 27.645 2 no northeast 5031.27
39 female 22.8 3 no northeast 7985.82
47 female 27.83 0 yes southeast 23065.42
30 male 37.43 3 no northeast 5428.73
18 male 38.17 0 yes southeast 36307.8
22 female 34.58 2 no northeast 3925.76
23 male 35.2 1 no southwest 2416.96
33 male 27.1 1 yes southwest 19040.88
27 male 26.03 0 no northeast 3070.81
45 female 25.175 2 no northeast 9095.07
57 female 31.825 0 no northwest 11842.62
47 male 32.3 1 no southwest 8062.76
42 female 29 1 no southwest 7050.64
64 female 39.7 0 no southwest 14319.03
38 female 19.475 2 no northwest 6933.24
61 male 36.1 3 no southwest 27941.29
53 female 26.7 2 no southwest 11150.78
44 female 36.48 0 no northeast 12797.21
19 female 28.88 0 yes northwest 17748.51
41 male 34.2 2 no northwest 7261.74
51 male 33.33 3 no southeast 10560.49
40 male 32.3 2 no northwest 6986.7
45 male 39.805 0 no northeast 7448.4
35 male 34.32 3 no southeast 5934.38
53 male 28.88 0 no northwest 9869.81
30 male 24.4 3 yes southwest 18259.22
18 male 41.14 0 no southeast 1146.8
51 male 35.97 1 no southeast 9386.16
50 female 27.6 1 yes southwest 24520.26
31 female 29.26 1 no southeast 4350.51
35 female 27.7 3 no southwest 6414.18
60 male 36.955 0 no northeast 12741.17
21 male 36.86 0 no northwest 1917.32
29 male 22.515 3 no northeast 5209.58
62 female 29.92 0 no southeast 13457.96
39 female 41.8 0 no southeast 5662.23
19 male 27.6 0 no southwest 1252.41
22 female 23.18 0 no northeast 2731.91
53 male 20.9 0 yes southeast 21195.82
39 female 31.92 2 no northwest 7209.49
27 male 28.5 0 yes northwest 18310.74
30 male 44.22 2 no southeast 4266.17
30 female 22.895 1 no northeast 4719.52
58 female 33.1 0 no southwest 11848.14
33 male 24.795 0 yes northeast 17904.53
42 female 26.18 1 no southeast 7046.72
64 female 35.97 0 no southeast 14313.85
21 male 22.3 1 no southwest 2103.08
18 female 42.24 0 yes southeast 38792.69
23 male 26.51 0 no southeast 1815.88
45 female 35.815 0 no northwest 7731.86
40 female 41.42 1 no northwest 28476.73
19 female 36.575 0 no northwest 2136.88
18 male 30.14 0 no southeast 1131.51
25 male 25.84 1 no northeast 3309.79
46 female 30.8 3 no southwest 9414.92
33 female 42.94 3 no northwest 6360.99
54 male 21.01 2 no southeast 11013.71
28 male 22.515 2 no northeast 4428.89
36 male 34.43 2 no southeast 5584.31
20 female 31.46 0 no southeast 1877.93
24 female 24.225 0 no northwest 2842.76
23 male 37.1 3 no southwest 3597.6
47 female 26.125 1 yes northeast 23401.31
33 female 35.53 0 yes northwest 55135.4
45 male 33.7 1 no southwest 7445.92
26 male 17.67 0 no northwest 2680.95
18 female 31.13 0 no southeast 1621.88
44 female 29.81 2 no southeast 8219.2
60 male 24.32 0 no northwest 12523.6
64 female 31.825 2 no northeast 16069.08
56 male 31.79 2 yes southeast 43813.87
36 male 28.025 1 yes northeast 20773.63
41 male 30.78 3 yes northeast 39597.41
39 male 21.85 1 no northwest 6117.49
63 male 33.1 0 no southwest 13393.76
36 female 25.84 0 no northwest 5266.37
28 female 23.845 2 no northwest 4719.74
58 male 34.39 0 no northwest 11743.93
36 male 33.82 1 no northwest 5377.46
42 male 35.97 2 no southeast 7160.33
36 male 31.5 0 no southwest 4402.23
56 female 28.31 0 no northeast 11657.72
35 female 23.465 2 no northeast 6402.29
59 female 31.35 0 no northwest 12622.18
21 male 31.1 0 no southwest 1526.31
59 male 24.7 0 no northeast 12323.94
23 female 32.78 2 yes southeast 36021.01
57 female 29.81 0 yes southeast 27533.91
53 male 30.495 0 no northeast 10072.06
60 female 32.45 0 yes southeast 45008.96
51 female 34.2 1 no southwest 9872.7
23 male 50.38 1 no southeast 2438.06
27 female 24.1 0 no southwest 2974.13
55 male 32.775 0 no northwest 10601.63
37 female 30.78 0 yes northeast 37270.15
61 male 32.3 2 no northwest 14119.62
46 female 35.53 0 yes northeast 42111.66
53 female 23.75 2 no northeast 11729.68
49 female 23.845 3 yes northeast 24106.91
20 female 29.6 0 no southwest 1875.34
48 female 33.11 0 yes southeast 40974.16
25 male 24.13 0 yes northwest 15817.99
25 female 32.23 1 no southeast 18218.16
57 male 28.1 0 no southwest 10965.45
37 female 47.6 2 yes southwest 46113.51
38 female 28 3 no southwest 7151.09
55 female 33.535 2 no northwest 12269.69
36 female 19.855 0 no northeast 5458.05
51 male 25.4 0 no southwest 8782.47
40 male 29.9 2 no southwest 6600.36
18 male 37.29 0 no southeast 1141.45
57 male 43.7 1 no southwest 11576.13
61 male 23.655 0 no northeast 13129.6
25 female 24.3 3 no southwest 4391.65
50 male 36.2 0 no southwest 8457.82
26 female 29.48 1 no southeast 3392.37
42 male 24.86 0 no southeast 5966.89
43 male 30.1 1 no southwest 6849.03
44 male 21.85 3 no northeast 8891.14
23 female 28.12 0 no northwest 2690.11
49 female 27.1 1 no southwest 26140.36
33 male 33.44 5 no southeast 6653.79
41 male 28.8 1 no southwest 6282.24
37 female 29.5 2 no southwest 6311.95
22 male 34.8 3 no southwest 3443.06
23 male 27.36 1 no northwest 2789.06
21 female 22.135 0 no northeast 2585.85
51 female 37.05 3 yes northeast 46255.11
25 male 26.695 4 no northwest 4877.98
32 male 28.93 1 yes southeast 19719.69
57 male 28.975 0 yes northeast 27218.44
36 female 30.02 0 no northwest 5272.18
22 male 39.5 0 no southwest 1682.6
57 male 33.63 1 no northwest 11945.13
64 female 26.885 0 yes northwest 29330.98
36 female 29.04 4 no southeast 7243.81
54 male 24.035 0 no northeast 10422.92
47 male 38.94 2 yes southeast 44202.65
62 male 32.11 0 no northeast 13555
61 female 44 0 no southwest 13063.88
43 female 20.045 2 yes northeast 19798.05
19 male 25.555 1 no northwest 2221.56
18 female 40.26 0 no southeast 1634.57
19 female 22.515 0 no northwest 2117.34
49 male 22.515 0 no northeast 8688.86
60 male 40.92 0 yes southeast 48673.56
26 male 27.265 3 no northeast 4661.29
49 male 36.85 0 no southeast 8125.78
60 female 35.1 0 no southwest 12644.59
26 female 29.355 2 no northeast 4564.19
27 male 32.585 3 no northeast 4846.92
44 female 32.34 1 no southeast 7633.72
63 male 39.8 3 no southwest 15170.07
32 female 24.6 0 yes southwest 17496.31
22 male 28.31 1 no northwest 2639.04
18 male 31.73 0 yes northeast 33732.69
59 female 26.695 3 no northwest 14382.71
44 female 27.5 1 no southwest 7626.99
33 male 24.605 2 no northwest 5257.51
24 female 33.99 0 no southeast 2473.33
43 female 26.885 0 yes northwest 21774.32
45 male 22.895 0 yes northeast 35069.37
61 female 28.2 0 no southwest 13041.92
35 female 34.21 1 no southeast 5245.23
62 female 25 0 no southwest 13451.12
62 female 33.2 0 no southwest 13462.52
38 male 31 1 no southwest 5488.26
34 male 35.815 0 no northwest 4320.41
43 male 23.2 0 no southwest 6250.44
50 male 32.11 2 no northeast 25333.33
19 female 23.4 2 no southwest 2913.57
57 female 20.1 1 no southwest 12032.33
62 female 39.16 0 no southeast 13470.8
41 male 34.21 1 no southeast 6289.75
26 male 46.53 1 no southeast 2927.06
39 female 32.5 1 no southwest 6238.3
46 male 25.8 5 no southwest 10096.97
45 female 35.3 0 no southwest 7348.14
32 male 37.18 2 no southeast 4673.39
59 female 27.5 0 no southwest 12233.83
44 male 29.735 2 no northeast 32108.66
39 female 24.225 5 no northwest 8965.8
18 male 26.18 2 no southeast 2304
53 male 29.48 0 no southeast 9487.64
18 male 23.21 0 no southeast 1121.87
50 female 46.09 1 no southeast 9549.57
18 female 40.185 0 no northeast 2217.47
19 male 22.61 0 no northwest 1628.47
62 male 39.93 0 no southeast 12982.87
56 female 35.8 1 no southwest 11674.13
42 male 35.8 2 no southwest 7160.09
37 male 34.2 1 yes northeast 39047.29
42 male 31.255 0 no northwest 6358.78
25 male 29.7 3 yes southwest 19933.46
57 male 18.335 0 no northeast 11534.87
51 male 42.9 2 yes southeast 47462.89
30 female 28.405 1 no northwest 4527.18
44 male 30.2 2 yes southwest 38998.55
34 male 27.835 1 yes northwest 20009.63
31 male 39.49 1 no southeast 3875.73
54 male 30.8 1 yes southeast 41999.52
24 male 26.79 1 no northwest 12609.89
43 male 34.96 1 yes northeast 41034.22
48 male 36.67 1 no northwest 28468.92
19 female 39.615 1 no northwest 2730.11
29 female 25.9 0 no southwest 3353.28
63 female 35.2 1 no southeast 14474.68
46 male 24.795 3 no northeast 9500.57
52 male 36.765 2 no northwest 26467.1
35 male 27.1 1 no southwest 4746.34
51 male 24.795 2 yes northwest 23967.38
44 male 25.365 1 no northwest 7518.03
21 male 25.745 2 no northeast 3279.87
39 female 34.32 5 no southeast 8596.83
50 female 28.16 3 no southeast 10702.64
34 female 23.56 0 no northeast 4992.38
22 female 20.235 0 no northwest 2527.82
19 female 40.5 0 no southwest 1759.34
26 male 35.42 0 no southeast 2322.62
29 male 22.895 0 yes northeast 16138.76
48 male 40.15 0 no southeast 7804.16
26 male 29.15 1 no southeast 2902.91
45 female 39.995 3 no northeast 9704.67
36 female 29.92 0 no southeast 4889.04
54 male 25.46 1 no northeast 25517.11
34 male 21.375 0 no northeast 4500.34
31 male 25.9 3 yes southwest 19199.94
27 female 30.59 1 no northeast 16796.41
20 male 30.115 5 no northeast 4915.06
44 female 25.8 1 no southwest 7624.63
43 male 30.115 3 no northwest 8410.05
45 female 27.645 1 no northwest 28340.19
34 male 34.675 0 no northeast 4518.83
24 female 20.52 0 yes northeast 14571.89
26 female 19.8 1 no southwest 3378.91
38 female 27.835 2 no northeast 7144.86
50 female 31.6 2 no southwest 10118.42
38 male 28.27 1 no southeast 5484.47
27 female 20.045 3 yes northwest 16420.49
39 female 23.275 3 no northeast 7986.48
39 female 34.1 3 no southwest 7418.52
63 female 36.85 0 no southeast 13887.97
33 female 36.29 3 no northeast 6551.75
36 female 26.885 0 no northwest 5267.82
30 male 22.99 2 yes northwest 17361.77
24 male 32.7 0 yes southwest 34472.84
24 male 25.8 0 no southwest 1972.95
48 male 29.6 0 no southwest 21232.18
47 male 19.19 1 no northeast 8627.54
29 male 31.73 2 no northwest 4433.39
28 male 29.26 2 no northeast 4438.26
47 male 28.215 3 yes northwest 24915.22
25 male 24.985 2 no northeast 23241.47
51 male 27.74 1 no northeast 9957.72
48 female 22.8 0 no southwest 8269.04
43 male 20.13 2 yes southeast 18767.74
61 female 33.33 4 no southeast 36580.28
48 male 32.3 1 no northwest 8765.25
38 female 27.6 0 no southwest 5383.54
59 male 25.46 0 no northwest 12124.99
19 female 24.605 1 no northwest 2709.24
26 female 34.2 2 no southwest 3987.93
54 female 35.815 3 no northwest 12495.29
21 female 32.68 2 no northwest 26018.95
51 male 37 0 no southwest 8798.59
22 female 31.02 3 yes southeast 35595.59
47 male 36.08 1 yes southeast 42211.14
18 male 23.32 1 no southeast 1711.03
47 female 45.32 1 no southeast 8569.86
21 female 34.6 0 no southwest 2020.18
19 male 26.03 1 yes northwest 16450.89
23 male 18.715 0 no northwest 21595.38
54 male 31.6 0 no southwest 9850.43
37 female 17.29 2 no northeast 6877.98
46 female 23.655 1 yes northwest 21677.28
55 female 35.2 0 yes southeast 44423.8
30 female 27.93 0 no northeast 4137.52
18 male 21.565 0 yes northeast 13747.87
61 male 38.38 0 no northwest 12950.07
54 female 23 3 no southwest 12094.48
22 male 37.07 2 yes southeast 37484.45
45 female 30.495 1 yes northwest 39725.52
22 male 28.88 0 no northeast 2250.84
19 male 27.265 2 no northwest 22493.66
35 female 28.025 0 yes northwest 20234.85
18 male 23.085 0 no northeast 1704.7
20 male 30.685 0 yes northeast 33475.82
28 female 25.8 0 no southwest 3161.45
55 male 35.245 1 no northeast 11394.07
43 female 24.7 2 yes northwest 21880.82
43 female 25.08 0 no northeast 7325.05
22 male 52.58 1 yes southeast 44501.4
25 female 22.515 1 no northwest 3594.17
49 male 30.9 0 yes southwest 39727.61
44 female 36.955 1 no northwest 8023.14
64 male 26.41 0 no northeast 14394.56
49 male 29.83 1 no northeast 9288.03
47 male 29.8 3 yes southwest 25309.49
27 female 21.47 0 no northwest 3353.47
55 male 27.645 0 no northwest 10594.5
48 female 28.9 0 no southwest 8277.52
45 female 31.79 0 no southeast 17929.3
24 female 39.49 0 no southeast 2480.98
32 male 33.82 1 no northwest 4462.72
24 male 32.01 0 no southeast 1981.58
57 male 27.94 1 no southeast 11554.22
59 male 41.14 1 yes southeast 48970.25
36 male 28.595 3 no northwest 6548.2
29 female 25.6 4 no southwest 5708.87
42 female 25.3 1 no southwest 7045.5
48 male 37.29 2 no southeast 8978.19
39 male 42.655 0 no northeast 5757.41
63 male 21.66 1 no northwest 14349.85
54 female 31.9 1 no southeast 10928.85
37 male 37.07 1 yes southeast 39871.7
63 male 31.445 0 no northeast 13974.46
21 male 31.255 0 no northwest 1909.53
54 female 28.88 2 no northeast 12096.65
60 female 18.335 0 no northeast 13204.29
32 female 29.59 1 no southeast 4562.84
47 female 32 1 no southwest 8551.35
21 male 26.03 0 no northeast 2102.26
28 male 31.68 0 yes southeast 34672.15
63 male 33.66 3 no southeast 15161.53
18 male 21.78 2 no southeast 11884.05
32 male 27.835 1 no northwest 4454.4
38 male 19.95 1 no northwest 5855.9
32 male 31.5 1 no southwest 4076.5
62 female 30.495 2 no northwest 15019.76
39 female 18.3 5 yes southwest 19023.26
55 male 28.975 0 no northeast 10796.35
57 male 31.54 0 no northwest 11353.23
52 male 47.74 1 no southeast 9748.91
56 male 22.1 0 no southwest 10577.09
47 male 36.19 0 yes southeast 41676.08
55 female 29.83 0 no northeast 11286.54
23 male 32.7 3 no southwest 3591.48
22 female 30.4 0 yes northwest 33907.55
50 female 33.7 4 no southwest 11299.34
18 female 31.35 4 no northeast 4561.19
51 female 34.96 2 yes northeast 44641.2
22 male 33.77 0 no southeast 1674.63
52 female 30.875 0 no northeast 23045.57
25 female 33.99 1 no southeast 3227.12
33 female 19.095 2 yes northeast 16776.3
53 male 28.6 3 no southwest 11253.42
29 male 38.94 1 no southeast 3471.41
58 male 36.08 0 no southeast 11363.28
37 male 29.8 0 no southwest 20420.6
54 female 31.24 0 no southeast 10338.93
49 female 29.925 0 no northwest 8988.16
50 female 26.22 2 no northwest 10493.95
26 male 30 1 no southwest 2904.09
45 male 20.35 3 no southeast 8605.36
54 female 32.3 1 no northeast 11512.41
38 male 38.39 3 yes southeast 41949.24
48 female 25.85 3 yes southeast 24180.93
28 female 26.315 3 no northwest 5312.17
23 male 24.51 0 no northeast 2396.1
55 male 32.67 1 no southeast 10807.49
41 male 29.64 5 no northeast 9222.4
25 male 33.33 2 yes southeast 36124.57
33 male 35.75 1 yes southeast 38282.75
30 female 19.95 3 no northwest 5693.43
23 female 31.4 0 yes southwest 34166.27
46 male 38.17 2 no southeast 8347.16
53 female 36.86 3 yes northwest 46661.44
27 female 32.395 1 no northeast 18903.49
23 female 42.75 1 yes northeast 40904.2
63 female 25.08 0 no northwest 14254.61
55 male 29.9 0 no southwest 10214.64
35 female 35.86 2 no southeast 5836.52
34 male 32.8 1 no southwest 14358.36
19 female 18.6 0 no southwest 1728.9
39 female 23.87 5 no southeast 8582.3
27 male 45.9 2 no southwest 3693.43
57 male 40.28 0 no northeast 20709.02
52 female 18.335 0 no northwest 9991.04
28 male 33.82 0 no northwest 19673.34
50 female 28.12 3 no northwest 11085.59
44 female 25 1 no southwest 7623.52
26 female 22.23 0 no northwest 3176.29
33 male 30.25 0 no southeast 3704.35
19 female 32.49 0 yes northwest 36898.73
50 male 37.07 1 no southeast 9048.03
41 female 32.6 3 no southwest 7954.52
52 female 24.86 0 no southeast 27117.99
39 male 32.34 2 no southeast 6338.08
50 male 32.3 2 no southwest 9630.4
52 male 32.775 3 no northwest 11289.11
60 male 32.8 0 yes southwest 52590.83
20 female 31.92 0 no northwest 2261.57
55 male 21.5 1 no southwest 10791.96
42 male 34.1 0 no southwest 5979.73
18 female 30.305 0 no northeast 2203.74
58 female 36.48 0 no northwest 12235.84
43 female 32.56 3 yes southeast 40941.29
35 female 35.815 1 no northwest 5630.46
48 female 27.93 4 no northwest 11015.17
36 female 22.135 3 no northeast 7228.22
19 male 44.88 0 yes southeast 39722.75
23 female 23.18 2 no northwest 14426.07
20 female 30.59 0 no northeast 2459.72
32 female 41.1 0 no southwest 3989.84
43 female 34.58 1 no northwest 7727.25
34 male 42.13 2 no southeast 5124.19
30 male 38.83 1 no southeast 18963.17
18 female 28.215 0 no northeast 2200.83
41 female 28.31 1 no northwest 7153.55
35 female 26.125 0 no northeast 5227.99
57 male 40.37 0 no southeast 10982.5
29 female 24.6 2 no southwest 4529.48
32 male 35.2 2 no southwest 4670.64
37 female 34.105 1 no northwest 6112.35
18 male 27.36 1 yes northeast 17178.68
43 female 26.7 2 yes southwest 22478.6
56 female 41.91 0 no southeast 11093.62
38 male 29.26 2 no northwest 6457.84
29 male 32.11 2 no northwest 4433.92
22 female 27.1 0 no southwest 2154.36
52 female 24.13 1 yes northwest 23887.66
40 female 27.4 1 no southwest 6496.89
23 female 34.865 0 no northeast 2899.49
31 male 29.81 0 yes southeast 19350.37
42 female 41.325 1 no northeast 7650.77
24 female 29.925 0 no northwest 2850.68
25 female 30.3 0 no southwest 2632.99
48 female 27.36 1 no northeast 9447.38
23 female 28.49 1 yes southeast 18328.24
45 male 23.56 2 no northeast 8603.82
20 male 35.625 3 yes northwest 37465.34
62 female 32.68 0 no northwest 13844.8
43 female 25.27 1 yes northeast 21771.34
23 female 28 0 no southwest 13126.68
31 female 32.775 2 no northwest 5327.4
41 female 21.755 1 no northeast 13725.47
58 female 32.395 1 no northeast 13019.16
48 female 36.575 0 no northwest 8671.19
31 female 21.755 0 no northwest 4134.08
19 female 27.93 3 no northwest 18838.7
19 female 30.02 0 yes northwest 33307.55
41 male 33.55 0 no southeast 5699.84
40 male 29.355 1 no northwest 6393.6
31 female 25.8 2 no southwest 4934.71
37 male 24.32 2 no northwest 6198.75
46 male 40.375 2 no northwest 8733.23
22 male 32.11 0 no northwest 2055.32
51 male 32.3 1 no northeast 9964.06
18 female 27.28 3 yes southeast 18223.45
35 male 17.86 1 no northwest 5116.5
59 female 34.8 2 no southwest 36910.61
36 male 33.4 2 yes southwest 38415.47
37 female 25.555 1 yes northeast 20296.86
59 male 37.1 1 no southwest 12347.17
36 male 30.875 1 no northwest 5373.36
39 male 34.1 2 no southeast 23563.02
18 male 21.47 0 no northeast 1702.46
52 female 33.3 2 no southwest 10806.84
27 female 31.255 1 no northwest 3956.07
18 male 39.14 0 no northeast 12890.06
40 male 25.08 0 no southeast 5415.66
29 male 37.29 2 no southeast 4058.12
46 female 34.6 1 yes southwest 41661.6
38 female 30.21 3 no northwest 7537.16
30 female 21.945 1 no northeast 4718.2
40 male 24.97 2 no southeast 6593.51
50 male 25.3 0 no southeast 8442.67
20 female 24.42 0 yes southeast 26125.67
41 male 23.94 1 no northeast 6858.48
33 female 39.82 1 no southeast 4795.66
38 male 16.815 2 no northeast 6640.54
42 male 37.18 2 no southeast 7162.01
56 male 34.43 0 no southeast 10594.23
58 male 30.305 0 no northeast 11938.26
52 male 34.485 3 yes northwest 60021.4
20 female 21.8 0 yes southwest 20167.34
54 female 24.605 3 no northwest 12479.71
58 male 23.3 0 no southwest 11345.52
45 female 27.83 2 no southeast 8515.76
26 male 31.065 0 no northwest 2699.57
63 female 21.66 0 no northeast 14449.85
58 female 28.215 0 no northwest 12224.35
37 male 22.705 3 no northeast 6985.51
25 female 42.13 1 no southeast 3238.44
52 male 41.8 2 yes southeast 47269.85
64 male 36.96 2 yes southeast 49577.66
22 female 21.28 3 no northwest 4296.27
28 female 33.11 0 no southeast 3171.61
18 male 33.33 0 no southeast 1135.94
28 male 24.3 5 no southwest 5615.37
45 female 25.7 3 no southwest 9101.8
33 male 29.4 4 no southwest 6059.17
18 female 39.82 0 no southeast 1633.96
32 male 33.63 1 yes northeast 37607.53
24 male 29.83 0 yes northeast 18648.42
19 male 19.8 0 no southwest 1241.57
20 male 27.3 0 yes southwest 16232.85
40 female 29.3 4 no southwest 15828.82
34 female 27.72 0 no southeast 4415.16
42 female 37.9 0 no southwest 6474.01
51 female 36.385 3 no northwest 11436.74
54 female 27.645 1 no northwest 11305.93
55 male 37.715 3 no northwest 30063.58
52 female 23.18 0 no northeast 10197.77
32 female 20.52 0 no northeast 4544.23
28 male 37.1 1 no southwest 3277.16
41 female 28.05 1 no southeast 6770.19
43 female 29.9 1 no southwest 7337.75
49 female 33.345 2 no northeast 10370.91
64 male 23.76 0 yes southeast 26926.51
55 female 30.5 0 no southwest 10704.47
24 male 31.065 0 yes northeast 34254.05
20 female 33.3 0 no southwest 1880.49
45 male 27.5 3 no southwest 8615.3
26 male 33.915 1 no northwest 3292.53
25 female 34.485 0 no northwest 3021.81
43 male 25.52 5 no southeast 14478.33
35 male 27.61 1 no southeast 4747.05
26 male 27.06 0 yes southeast 17043.34
57 male 23.7 0 no southwest 10959.33
22 female 30.4 0 no northeast 2741.95
32 female 29.735 0 no northwest 4357.04
39 male 29.925 1 yes northeast 22462.04
25 female 26.79 2 no northwest 4189.11
48 female 33.33 0 no southeast 8283.68
47 female 27.645 2 yes northwest 24535.7
18 female 21.66 0 yes northeast 14283.46
18 male 30.03 1 no southeast 1720.35
61 male 36.3 1 yes southwest 47403.88
47 female 24.32 0 no northeast 8534.67
28 female 17.29 0 no northeast 3732.63
36 female 25.9 1 no southwest 5472.45
20 male 39.4 2 yes southwest 38344.57
44 male 34.32 1 no southeast 7147.47
38 female 19.95 2 no northeast 7133.9
19 male 34.9 0 yes southwest 34828.65
21 male 23.21 0 no southeast 1515.34
46 male 25.745 3 no northwest 9301.89
58 male 25.175 0 no northeast 11931.13
20 male 22 1 no southwest 1964.78
18 male 26.125 0 no northeast 1708.93
28 female 26.51 2 no southeast 4340.44
33 male 27.455 2 no northwest 5261.47
19 female 25.745 1 no northwest 2710.83
45 male 30.36 0 yes southeast 62592.87
62 male 30.875 3 yes northwest 46718.16
25 female 20.8 1 no southwest 3208.79
43 male 27.8 0 yes southwest 37829.72
42 male 24.605 2 yes northeast 21259.38
24 female 27.72 0 no southeast 2464.62
29 female 21.85 0 yes northeast 16115.3
32 male 28.12 4 yes northwest 21472.48
25 female 30.2 0 yes southwest 33900.65
41 male 32.2 2 no southwest 6875.96
42 male 26.315 1 no northwest 6940.91
33 female 26.695 0 no northwest 4571.41
34 male 42.9 1 no southwest 4536.26
19 female 34.7 2 yes southwest 36397.58
30 female 23.655 3 yes northwest 18765.88
18 male 28.31 1 no northeast 11272.33
19 female 20.6 0 no southwest 1731.68
18 male 53.13 0 no southeast 1163.46
35 male 39.71 4 no northeast 19496.72
39 female 26.315 2 no northwest 7201.7
31 male 31.065 3 no northwest 5425.02
62 male 26.695 0 yes northeast 28101.33
62 male 38.83 0 no southeast 12981.35
42 female 40.37 2 yes southeast 43896.38
31 male 25.935 1 no northwest 4239.89
61 male 33.535 0 no northeast 13143.34
42 female 32.87 0 no northeast 7050.02
51 male 30.03 1 no southeast 9377.9
23 female 24.225 2 no northeast 22395.74
52 male 38.6 2 no southwest 10325.21
57 female 25.74 2 no southeast 12629.17
23 female 33.4 0 no southwest 10795.94
52 female 44.7 3 no southwest 11411.69
50 male 30.97 3 no northwest 10600.55
18 female 31.92 0 no northeast 2205.98
18 female 36.85 0 no southeast 1629.83
21 female 25.8 0 no southwest 2007.95
61 female 29.07 0 yes northwest 29141.36
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment