raw_data/tabular_datasets/m4/m4-train.csv

age,sex,bmi,children,smoker,region,charges
46,female,23.655,1,yes,northwest,21677.28345
38,male,19.3,0,yes,southwest,15820.699
19,male,30.59,0,no,northwest,1639.5631
27,male,32.67,0,no,southeast,2497.0383
26,male,29.45,0,no,northeast,2897.3235
36,male,28.595,3,no,northwest,6548.19505
35,female,23.465,2,no,northeast,6402.29135
34,male,42.9,1,no,southwest,4536.259
25,male,27.55,0,no,northwest,2523.1695
47,female,45.32,1,no,southeast,8569.8618
32,male,30.8,3,no,southwest,5253.524
25,female,26.79,2,no,northwest,4189.1131
28,male,35.435,0,no,northeast,3268.84665
21,female,26.4,1,no,southwest,2597.779
64,female,39.7,0,no,southwest,14319.031
34,male,42.9,1,no,southwest,4536.259
42,male,24.64,0,yes,southeast,19515.5416
56,female,28.785,0,no,northeast,11658.37915
41,female,31.635,1,no,northeast,7358.17565
35,female,27.7,3,no,southwest,6414.178
30,female,27.93,0,no,northeast,4137.5227
52,female,31.73,2,no,northwest,11187.6567
18,female,27.28,3,yes,southeast,18223.4512
53,female,28.1,3,no,southwest,11741.726
19,male,25.175,0,no,northwest,1632.03625
18,male,27.36,1,yes,northeast,17178.6824
33,male,27.455,2,no,northwest,5261.46945
60,male,31.35,3,yes,northwest,46130.5265
53,female,23.75,2,no,northeast,11729.6795
18,male,25.175,0,yes,northeast,15518.18025
64,female,31.3,2,yes,southwest,47291.055
25,male,29.7,3,yes,southwest,19933.458
24,male,26.79,1,no,northwest,12609.88702
22,female,20.235,0,no,northwest,2527.81865
24,female,39.49,0,no,southeast,2480.9791
53,female,22.61,3,yes,northeast,24873.3849
60,female,27.55,0,no,northeast,13217.0945
24,female,33.99,0,no,southeast,2473.3341
50,male,34.2,2,yes,southwest,42856.838
19,male,28.4,1,no,southwest,1842.519
59,female,27.83,3,no,southeast,14001.2867
53,female,24.795,1,no,northwest,10942.13205
33,male,22.705,0,no,northwest,21984.47061
46,female,32.3,2,no,northeast,9411.005
33,male,24.795,0,yes,northeast,17904.52705
50,male,25.365,2,no,northwest,30284.64294
53,female,26.7,2,no,southwest,11150.78
21,female,17.4,1,no,southwest,2585.269
18,male,21.78,2,no,southeast,11884.04858
51,male,33.33,3,no,southeast,10560.4917
52,male,36.765,2,no,northwest,26467.09737
19,male,25.555,1,no,northwest,2221.56445
19,female,18.6,0,no,southwest,1728.897
19,male,27.835,0,no,northwest,1635.73365
30,male,25.46,0,no,northeast,3645.0894
46,female,27.72,1,no,southeast,8232.6388
18,female,30.305,0,no,northeast,2203.73595
43,male,25.52,5,no,southeast,14478.33015
49,female,27.1,1,no,southwest,26140.3603
62,female,32.965,3,no,northwest,15612.19335
22,female,23.18,0,no,northeast,2731.9122
27,female,31.4,0,yes,southwest,34838.873
33,male,42.46,1,no,southeast,11326.71487
46,male,25.8,5,no,southwest,10096.97
23,male,26.51,0,no,southeast,1815.8759
35,female,34.8,1,no,southwest,5246.047
22,female,28.82,0,no,southeast,2156.7518
31,male,20.4,0,no,southwest,3260.199
62,male,26.695,0,yes,northeast,28101.33305
47,female,29.545,1,no,northwest,8930.93455
57,male,40.28,0,no,northeast,20709.02034
28,female,27.5,2,no,southwest,20177.67113
63,male,33.1,0,no,southwest,13393.756
45,male,22.895,0,yes,northeast,35069.37452
46,female,28.9,2,no,southwest,8823.279
19,female,23.4,2,no,southwest,2913.569
34,male,42.13,2,no,southeast,5124.1887
50,male,30.97,3,no,northwest,10600.5483
59,female,27.5,0,no,southwest,12233.828
37,male,36.19,0,no,southeast,19214.70553
19,male,19.8,0,no,southwest,1241.565
43,male,25.52,5,no,southeast,14478.33015
47,female,36,1,no,southwest,8556.907
44,female,25,1,no,southwest,7623.518
38,female,19.475,2,no,northwest,6933.24225
47,female,29.545,1,no,northwest,8930.93455
44,female,25.8,1,no,southwest,7624.63
18,male,35.2,1,no,southeast,1727.54
51,male,42.9,2,yes,southeast,47462.894
47,female,23.6,1,no,southwest,8539.671
24,male,23.4,0,no,southwest,1969.614
63,male,33.1,0,no,southwest,13393.756
44,female,26.41,0,no,northwest,7419.4779
53,male,41.47,0,no,southeast,9504.3103
32,female,33.155,3,no,northwest,6128.79745
41,male,28.405,1,no,northwest,6664.68595
33,female,42.94,3,no,northwest,6360.9936
58,female,33.1,0,no,southwest,11848.141
31,male,39.49,1,no,southeast,3875.7341
41,female,36.08,1,no,southeast,6781.3542
18,male,23.75,0,no,northeast,1705.6245
19,female,28.88,0,yes,northwest,17748.5062
21,female,21.85,1,yes,northeast,15359.1045
54,female,27.645,1,no,northwest,11305.93455
54,female,23,3,no,southwest,12094.478
52,male,30.2,1,no,southwest,9724.53
52,male,26.4,3,no,southeast,25992.82104
22,male,52.58,1,yes,southeast,44501.3982
48,male,32.3,1,no,northwest,8765.249
52,male,34.1,0,no,southeast,9140.951
53,female,22.61,3,yes,northeast,24873.3849
21,female,21.89,2,no,southeast,3180.5101
55,male,37.715,3,no,northwest,30063.58055
18,female,35.625,0,no,northeast,2211.13075
51,male,39.7,1,no,southwest,9391.346
51,male,25.4,0,no,southwest,8782.469
18,female,40.185,0,no,northeast,2217.46915
64,male,25.6,2,no,southwest,14988.432
44,male,31.35,1,yes,northeast,39556.4945
37,male,37.07,1,yes,southeast,39871.7043
63,male,21.66,1,no,northwest,14349.8544
26,male,46.53,1,no,southeast,2927.0647
33,female,24.31,0,no,southeast,4185.0979
57,male,34.01,0,no,northwest,11356.6609
19,male,35.53,0,no,northwest,1646.4297
52,male,47.74,1,no,southeast,9748.9106
25,male,26.22,0,no,northeast,2721.3208
50,female,27.83,3,no,southeast,19749.38338
54,male,30.8,1,yes,southeast,41999.52
32,male,37.18,2,no,southeast,4673.3922
32,female,29.735,0,no,northwest,4357.04365
45,male,27.5,3,no,southwest,8615.3
35,male,27.61,1,no,southeast,4747.0529
30,male,22.99,2,yes,northwest,17361.7661
36,female,19.855,0,no,northeast,5458.04645
38,male,19.95,1,no,northwest,5855.9025
58,female,22.77,0,no,southeast,11833.7823
23,female,32.78,2,yes,southeast,36021.0112
27,male,23.1,0,no,southeast,2483.736
23,male,23.845,0,no,northeast,2395.17155
50,female,28.12,3,no,northwest,11085.5868
58,female,32.395,1,no,northeast,13019.16105
63,male,39.8,3,no,southwest,15170.069
20,male,27.3,0,yes,southwest,16232.847
56,female,28.785,0,no,northeast,11658.37915
62,female,26.29,0,yes,southeast,27808.7251
37,male,34.1,4,yes,southwest,40182.246
39,female,32.8,0,no,southwest,5649.715
19,female,27.9,0,yes,southwest,16884.924
43,male,26.03,0,no,northeast,6837.3687
43,male,35.97,3,yes,southeast,42124.5153
19,male,26.03,1,yes,northwest,16450.8947
41,male,34.21,1,no,southeast,6289.7549
63,female,25.08,0,no,northwest,14254.6082
50,female,25.6,0,no,southwest,8932.084
23,male,37.1,3,no,southwest,3597.596
22,male,19.95,3,no,northeast,4005.4225
56,male,33.725,0,no,northwest,10976.24575
19,female,32.11,0,no,northwest,2130.6759
58,male,36.08,0,no,southeast,11363.2832
53,female,37.43,1,no,northwest,10959.6947
47,male,36.2,1,no,southwest,8068.185
48,female,22.8,0,no,southwest,8269.044
27,female,30.59,1,no,northeast,16796.41194
59,female,27.5,0,no,southwest,12233.828
37,male,22.705,3,no,northeast,6985.50695
37,male,22.705,3,no,northeast,6985.50695
18,female,26.73,0,no,southeast,1615.7667
29,male,33.345,2,no,northwest,19442.3535
56,female,25.3,0,no,southwest,11070.535
49,male,36.85,0,no,southeast,8125.7845
24,male,31.065,0,yes,northeast,34254.05335
42,male,34.1,0,no,southwest,5979.731
46,female,34.6,1,yes,southwest,41661.602
31,male,29.81,0,yes,southeast,19350.3689
64,female,35.97,0,no,southeast,14313.8463
59,female,32.395,3,no,northeast,14590.63205
58,male,38,0,no,southwest,11365.952
24,female,30.1,3,no,southwest,4234.927
27,female,24.75,0,yes,southeast,16577.7795
50,female,26.22,2,no,northwest,10493.9458
31,female,23.6,2,no,southwest,4931.647
36,male,33.82,1,no,northwest,5377.4578
21,female,26.4,1,no,southwest,2597.779
47,female,27.83,0,yes,southeast,23065.4207
25,male,27.55,0,no,northwest,2523.1695
26,male,32.9,2,yes,southwest,36085.219
32,male,30.8,3,no,southwest,5253.524
43,male,35.31,2,no,southeast,18806.14547
40,female,41.42,1,no,northwest,28476.73499
35,male,17.86,1,no,northwest,5116.5004
56,female,25.65,0,no,northwest,11454.0215
39,male,28.3,1,yes,southwest,21082.16
37,female,17.29,2,no,northeast,6877.9801
45,female,30.495,1,yes,northwest,39725.51805
26,female,22.23,0,no,northwest,3176.2877
47,male,28.215,3,yes,northwest,24915.22085
43,female,25.08,0,no,northeast,7325.0482
57,male,40.37,0,no,southeast,10982.5013
36,female,25.84,0,no,northwest,5266.3656
35,female,31,1,no,southwest,5240.765
48,male,24.42,0,yes,southeast,21223.6758
44,male,39.52,0,no,northwest,6948.7008
20,female,29.6,0,no,southwest,1875.344
18,female,29.165,0,no,northeast,7323.734819
52,female,44.7,3,no,southwest,11411.685
18,female,31.35,4,no,northeast,4561.1885
28,male,36.4,1,yes,southwest,51194.55914
40,male,41.23,1,no,northeast,6610.1097
63,male,31.445,0,no,northeast,13974.45555
49,male,29.83,1,no,northeast,9288.0267
24,male,32.01,0,no,southeast,1981.5819
57,male,18.335,0,no,northeast,11534.87265
19,female,20.6,0,no,southwest,1731.677
31,female,23.6,2,no,southwest,4931.647
44,male,29.735,2,no,northeast,32108.66282
42,female,29,1,no,southwest,7050.642
40,male,35.3,3,no,southwest,7196.867
18,female,28.215,0,no,northeast,2200.83085
47,female,36.63,1,yes,southeast,42969.8527
33,male,35.245,0,no,northeast,12404.8791
52,male,27.36,0,yes,northwest,24393.6224
50,male,32.3,1,yes,northeast,41919.097
29,female,25.6,4,no,southwest,5708.867
18,male,31.68,2,yes,southeast,34303.1672
35,male,39.71,4,no,northeast,19496.71917
23,male,32.56,0,no,southeast,1824.2854
24,male,28.5,2,no,northwest,3537.703
22,female,30.4,0,no,northeast,2741.948
62,male,27.55,1,no,northwest,13937.6665
55,male,35.245,1,no,northeast,11394.06555
60,male,39.9,0,yes,southwest,48173.361
48,male,29.6,0,no,southwest,21232.18226
52,female,37.525,2,no,northwest,33471.97189
33,female,42.94,3,no,northwest,6360.9936
24,male,35.86,0,no,southeast,1986.9334
32,male,37.18,2,no,southeast,4673.3922
50,male,32.3,2,no,southwest,9630.397
31,female,29.1,0,no,southwest,3761.292
27,male,30.5,0,no,southwest,2494.022
24,female,33.99,0,no,southeast,2473.3341
58,female,27.17,0,no,northwest,12222.8983
39,female,24.225,5,no,northwest,8965.79575
48,female,28.9,0,no,southwest,8277.523
30,female,19.95,3,no,northwest,5693.4305
52,female,33.3,2,no,southwest,10806.839
64,female,33.8,1,yes,southwest,47928.03
25,female,41.325,0,no,northeast,17878.90068
40,female,33,3,no,southeast,7682.67
25,male,24.13,0,yes,northwest,15817.9857
26,male,17.67,0,no,northwest,2680.9493
63,female,32.2,2,yes,southwest,47305.305
47,female,27.645,2,yes,northwest,24535.69855
19,female,36.575,0,no,northwest,2136.88225
44,female,38.06,0,yes,southeast,48885.13561
21,female,34.6,0,no,southwest,2020.177
63,male,28.31,0,no,northwest,13770.0979
19,male,21.755,0,no,northwest,1627.28245
44,female,26.41,0,no,northwest,7419.4779
42,female,23.37,0,yes,northeast,19964.7463
59,male,37.4,0,no,southwest,21797.0004
30,female,23.655,3,yes,northwest,18765.87545
41,male,29.64,5,no,northeast,9222.4026
18,female,31.35,4,no,northeast,4561.1885
37,female,27.74,3,no,northwest,7281.5056
20,male,30.115,5,no,northeast,4915.05985
43,female,35.72,2,no,northeast,19144.57652
62,male,26.695,0,yes,northeast,28101.33305
60,female,28.7,1,no,southwest,13224.693
19,male,33.1,0,no,southwest,23082.95533
18,male,31.68,2,yes,southeast,34303.1672
56,female,32.3,3,no,northeast,13430.265
60,female,36.005,0,no,northeast,13228.84695
48,female,36.575,0,no,northwest,8671.19125
61,female,29.07,0,yes,northwest,29141.3603
24,female,29.925,0,no,northwest,2850.68375
54,male,34.21,2,yes,southeast,44260.7499
27,female,30.59,1,no,northeast,16796.41194
24,male,32.7,0,yes,southwest,34472.841
44,male,29.735,2,no,northeast,32108.66282
60,male,32.8,0,yes,southwest,52590.82939
26,female,19.8,1,no,southwest,3378.91
51,male,42.9,2,yes,southeast,47462.894
18,female,35.625,0,no,northeast,2211.13075
32,male,28.88,0,no,northwest,3866.8552
25,male,26.8,3,no,southwest,3906.127
62,male,30.02,0,no,northwest,13352.0998
56,female,26.6,1,no,northwest,12044.342
46,female,19.95,2,no,northwest,9193.8385
62,male,38.83,0,no,southeast,12981.3457
56,male,40.3,0,no,southwest,10602.385
21,female,39.49,0,no,southeast,2026.9741
32,male,33.82,1,no,northwest,4462.7218
42,male,24.86,0,no,southeast,5966.8874
18,female,31.35,0,no,southeast,1622.1885
23,female,31.4,0,yes,southwest,34166.273
30,male,44.22,2,no,southeast,4266.1658
59,female,36.765,1,yes,northeast,47896.79135
43,male,34.96,1,yes,northeast,41034.2214
37,male,30.8,0,no,southwest,4646.759
26,male,23.7,2,no,southwest,3484.331
56,female,28.595,0,no,northeast,11658.11505
53,male,28.6,3,no,southwest,11253.421
19,male,26.03,1,yes,northwest,16450.8947
52,female,38.38,2,no,northeast,11396.9002
39,male,29.925,1,yes,northeast,22462.04375
18,male,23.75,0,no,northeast,1705.6245
46,male,38.17,2,no,southeast,8347.1643
20,male,40.47,0,no,northeast,1984.4533
26,female,17.195,2,yes,northeast,14455.64405
58,female,32.965,0,no,northeast,12430.95335
48,male,30.78,3,no,northeast,10141.1362
29,female,32.11,2,no,northwest,4922.9159
60,male,29.64,0,no,northeast,12730.9996
53,male,31.35,0,no,southeast,27346.04207
59,male,29.7,2,no,southeast,12925.886
23,female,28.49,1,yes,southeast,18328.2381
37,female,23.37,2,no,northwest,6686.4313
62,male,30.875,3,yes,northwest,46718.16325
18,male,33.535,0,yes,northeast,34617.84065
42,male,24.605,2,yes,northeast,21259.37795
31,male,31.065,3,no,northwest,5425.02335
46,male,25.745,3,no,northwest,9301.89355
22,female,34.58,2,no,northeast,3925.7582
38,male,28.025,1,no,northeast,6067.12675
58,male,36.955,2,yes,northwest,47496.49445
57,female,23.18,0,no,northwest,11830.6072
59,male,37.1,1,no,southwest,12347.172
50,male,25.365,2,no,northwest,30284.64294
22,male,37.07,2,yes,southeast,37484.4493
47,female,26.6,2,no,northeast,9715.841
18,female,33.88,0,no,southeast,11482.63485
58,female,29,0,no,southwest,11842.442
41,female,31.02,0,no,southeast,6185.3208
56,male,22.1,0,no,southwest,10577.087
23,male,34.4,0,no,southwest,1826.843
28,male,38.06,0,no,southeast,2689.4954
27,male,42.13,0,yes,southeast,39611.7577
24,female,26.6,0,no,northeast,3046.062
27,male,31.13,1,yes,southeast,34806.4677
30,female,32.4,1,no,southwest,4149.736
53,female,37.43,1,no,northwest,10959.6947
26,male,27.06,0,yes,southeast,17043.3414
42,male,26.125,2,no,northeast,7729.64575
18,male,25.46,0,no,northeast,1708.0014
46,male,19.855,0,no,northwest,7526.70645
18,male,21.78,2,no,southeast,11884.04858
60,female,32.45,0,yes,southeast,45008.9555
49,male,25.84,2,yes,northwest,23807.2406
19,female,22.515,0,no,northwest,2117.33885
39,female,22.8,3,no,northeast,7985.815
24,female,22.6,0,no,southwest,2457.502
44,male,27.4,2,no,southwest,7726.854
48,female,25.85,3,yes,southeast,24180.9335
25,male,30.59,0,no,northeast,2727.3951
21,male,31.255,0,no,northwest,1909.52745
49,male,25.6,2,yes,southwest,23306.547
63,female,25.08,0,no,northwest,14254.6082
18,female,26.315,0,no,northeast,2198.18985
24,female,27.72,0,no,southeast,2464.6188
21,male,20.235,3,no,northeast,3861.20965
64,female,39.33,0,no,northeast,14901.5167
32,female,37.145,3,no,northeast,6334.34355
20,female,26.84,1,yes,southeast,17085.2676
62,male,32.015,0,yes,northeast,45710.20785
44,male,34.32,1,no,southeast,7147.4728
56,male,19.95,0,yes,northeast,22412.6485
60,male,31.35,3,yes,northwest,46130.5265
19,male,30.25,0,yes,southeast,32548.3405
21,female,25.8,0,no,southwest,2007.945
46,male,24.795,3,no,northeast,9500.57305
42,male,24.86,0,no,southeast,5966.8874
19,female,35.15,0,no,northwest,2134.9015
58,female,32.965,0,no,northeast,12430.95335
51,male,37,0,no,southwest,8798.593
62,female,39.16,0,no,southeast,13470.8044
24,male,29.3,0,no,southwest,1977.815
30,male,37.8,2,yes,southwest,39241.442
32,female,29.59,1,no,southeast,4562.8421
58,male,34.39,0,no,northwest,11743.9341
53,male,26.41,2,no,northeast,11244.3769
34,male,25.27,1,no,northwest,4894.7533
41,female,28.05,1,no,southeast,6770.1925
59,male,29.83,3,yes,northeast,30184.9367
26,male,46.53,1,no,southeast,2927.0647
51,male,24.415,4,no,northwest,11520.09985
48,male,37.29,2,no,southeast,8978.1851
63,female,26.22,0,no,northwest,14256.1928
55,male,33.88,3,no,southeast,11987.1682
24,male,28.5,0,yes,northeast,35147.52848
52,female,24.13,1,yes,northwest,23887.6627
64,male,40.48,0,no,southeast,13831.1152
47,male,36.19,0,yes,southeast,41676.0811
44,female,36.955,1,no,northwest,8023.13545
21,male,27.36,0,no,northeast,2104.1134
35,male,24.42,3,yes,southeast,19361.9988
46,female,30.2,2,no,southwest,8825.086
28,male,37.1,1,no,southwest,3277.161
50,male,25.3,0,no,southeast,8442.667
26,male,33.915,1,no,northwest,3292.52985
34,female,27.5,1,no,southwest,5003.853
22,male,33.77,0,no,southeast,1674.6323
50,female,33.7,4,no,southwest,11299.343
45,female,30.495,1,yes,northwest,39725.51805
35,male,28.9,3,no,southwest,5926.846
42,female,26.6,0,yes,northwest,21348.706
52,male,32.205,3,no,northeast,11488.31695
60,female,25.84,0,no,northwest,28923.13692
55,male,38.28,0,no,southeast,10226.2842
55,male,37.3,0,no,southwest,20630.28351
34,female,33.7,1,no,southwest,5012.471
44,male,29.735,2,no,northeast,32108.66282
52,male,30.2,1,no,southwest,9724.53
34,male,27,2,no,southwest,11737.84884
38,female,28.93,1,no,southeast,5974.3847
19,female,32.11,0,no,northwest,2130.6759
43,female,46.2,0,yes,southeast,45863.205
37,female,34.105,1,no,northwest,6112.35295
49,male,25.84,1,no,northeast,9282.4806
53,female,39.6,1,no,southeast,10579.711
35,male,28.9,3,no,southwest,5926.846
58,female,28.215,0,no,northwest,12224.35085
43,female,30.685,2,no,northwest,8310.83915
19,female,27.93,3,no,northwest,18838.70366
29,female,21.755,1,yes,northeast,16657.71745
36,female,27.74,0,no,northeast,5469.0066
58,male,23.3,0,no,southwest,11345.519
56,male,33.66,4,no,southeast,12949.1554
25,female,33.99,1,no,southeast,3227.1211
56,female,39.82,0,no,southeast,11090.7178
42,female,40.37,2,yes,southeast,43896.3763
51,female,20.6,0,no,southwest,9264.797
42,male,30,0,yes,southwest,22144.032
22,female,28.05,0,no,southeast,2155.6815
33,male,27.1,1,yes,southwest,19040.876
57,female,28.7,0,no,southwest,11455.28
63,female,21.66,0,no,northeast,14449.8544
19,male,27.835,0,no,northwest,1635.73365
57,female,25.74,2,no,southeast,12629.1656
51,male,32.3,1,no,northeast,9964.06
40,male,29.355,1,no,northwest,6393.60345
59,female,23.655,0,yes,northwest,25678.77845
47,male,25.46,2,no,northeast,9225.2564
47,male,32.3,1,no,southwest,8062.764
46,female,30.2,2,no,southwest,8825.086
42,male,35.97,2,no,southeast,7160.3303
27,male,18.905,3,no,northeast,4827.90495
41,female,32.2,1,no,southwest,6775.961
43,male,26.03,0,no,northeast,6837.3687
37,female,38.39,0,yes,southeast,40419.0191
56,female,28.31,0,no,northeast,11657.7189
53,male,36.1,1,no,southwest,10085.846
37,female,38.39,0,yes,southeast,40419.0191
57,male,40.28,0,no,northeast,20709.02034
24,male,25.8,0,no,southwest,1972.95
41,male,37.05,2,no,northwest,7265.7025
47,male,36.08,1,yes,southeast,42211.1382
34,male,27.835,1,yes,northwest,20009.63365
36,female,25.9,1,no,southwest,5472.449
33,female,36.29,3,no,northeast,6551.7501
56,female,39.82,0,no,southeast,11090.7178
40,male,34.105,1,no,northeast,6600.20595
29,female,20.235,2,no,northwest,4906.40965
38,female,27.6,0,no,southwest,5383.536
26,female,34.2,2,no,southwest,3987.926
43,female,34.58,1,no,northwest,7727.2532
48,male,35.625,4,no,northeast,10736.87075
64,female,26.885,0,yes,northwest,29330.98315
45,female,25.175,2,no,northeast,9095.06825
33,female,39.82,1,no,southeast,4795.6568
31,male,28.5,5,no,northeast,6799.458
45,male,33.7,1,no,southwest,7445.918
54,female,32.3,1,no,northeast,11512.405
20,female,33,0,no,southeast,1880.07
34,female,27.5,1,no,southwest,5003.853
20,female,31.92,0,no,northwest,2261.5688
46,male,42.35,3,yes,southeast,46151.1245
40,female,32.775,2,yes,northwest,40003.33225
35,male,24.42,3,yes,southeast,19361.9988
31,male,25.9,3,yes,southwest,19199.944
33,male,24.795,0,yes,northeast,17904.52705
63,female,36.85,0,no,southeast,13887.9685
51,male,27.74,1,no,northeast,9957.7216
38,male,31,1,no,southwest,5488.262
38,female,28,3,no,southwest,7151.092
19,male,35.4,0,no,southwest,1263.249
20,female,28.785,0,no,northeast,2457.21115
42,female,37.9,0,no,southwest,6474.013
54,female,27.645,1,no,northwest,11305.93455
18,male,23.21,0,no,southeast,1121.8739
23,male,24.51,0,no,northeast,2396.0959
27,female,31.4,0,yes,southwest,34838.873
42,female,26.6,0,yes,northwest,21348.706
34,male,35.815,0,no,northwest,4320.41085
50,male,26.6,0,no,southwest,8444.474
24,male,32.01,0,no,southeast,1981.5819
33,female,24.31,0,no,southeast,4185.0979
60,male,36.955,0,no,northeast,12741.16745
22,female,39.805,0,no,northeast,2755.02095
37,male,36.19,0,no,southeast,19214.70553
55,female,33.535,2,no,northwest,12269.68865
19,female,28.9,0,no,southwest,1743.214
53,female,36.86,3,yes,northwest,46661.4424
42,male,24.605,2,yes,northeast,21259.37795
22,male,26.84,0,no,southeast,1664.9996
32,male,37.335,1,no,northeast,4667.60765
29,male,38.94,1,no,southeast,3471.4096
40,male,32.775,1,yes,northeast,39125.33225
29,male,29.735,2,no,northwest,18157.876
51,female,21.56,1,no,southeast,9855.1314
51,female,38.06,0,yes,southeast,44400.4064
24,male,26.79,1,no,northwest,12609.88702
32,female,31.54,1,no,northeast,5148.5526
61,male,35.86,0,yes,southeast,46599.1084
18,male,30.14,0,no,southeast,1131.5066
48,male,36.67,1,no,northwest,28468.91901
40,female,36.19,0,no,southeast,5920.1041
19,male,26.03,1,yes,northwest,16450.8947
19,male,17.48,0,no,northwest,1621.3402
19,female,17.8,0,no,southwest,1727.785
63,female,31.8,0,no,southwest,13880.949
26,female,17.195,2,yes,northeast,14455.64405
20,male,33.33,0,no,southeast,1391.5287
19,female,34.7,2,yes,southwest,36397.576
25,female,20.8,1,no,southwest,3208.787
29,male,37.29,2,no,southeast,4058.1161
61,male,32.3,2,no,northwest,14119.62
54,female,32.3,1,no,northeast,11512.405
44,male,37.1,2,no,southwest,7740.337
53,male,29.48,0,no,southeast,9487.6442
22,male,31.35,1,no,northwest,2643.2685
20,male,30.685,0,yes,northeast,33475.81715
48,male,40.15,0,no,southeast,7804.1605
36,male,35.2,1,yes,southeast,38709.176
21,male,31.1,0,no,southwest,1526.312
43,female,26.885,0,yes,northwest,21774.32215
18,male,28.31,1,no,northeast,11272.33139
33,female,35.53,0,yes,northwest,55135.40209
30,female,22.895,1,no,northeast,4719.52405
64,female,32.965,0,no,northwest,14692.66935
58,male,32.01,1,no,southeast,11946.6259
34,female,31.92,1,yes,northeast,37701.8768
21,female,21.85,1,yes,northeast,15359.1045
55,female,29.83,0,no,northeast,11286.5387
55,male,37.715,3,no,northwest,30063.58055
41,female,36.08,1,no,southeast,6781.3542
49,female,31.9,5,no,southwest,11552.904
45,male,22.895,0,yes,northeast,35069.37452
62,male,21.4,0,no,southwest,12957.118
42,male,26.315,1,no,northwest,6940.90985
28,male,33.82,0,no,northwest,19673.33573
42,female,36.195,1,no,northwest,7443.64305
49,female,33.345,2,no,northeast,10370.91255
48,female,33.33,0,no,southeast,8283.6807
43,female,29.9,1,no,southwest,7337.748
56,male,34.43,0,no,southeast,10594.2257
56,male,36.1,3,no,southwest,12363.547
55,female,26.98,0,no,northwest,11082.5772
38,male,19.3,0,yes,southwest,15820.699
30,male,28.69,3,yes,northwest,20745.9891
61,female,29.92,3,yes,southeast,30942.1918
53,male,30.495,0,no,northeast,10072.05505
45,male,30.2,1,no,southwest,7441.053
21,male,27.36,0,no,northeast,2104.1134
61,male,33.915,0,no,northeast,13143.86485
32,male,28.93,1,yes,southeast,19719.6947
62,female,36.86,1,no,northeast,31620.00106
45,female,35.3,0,no,southwest,7348.142
52,male,41.8,2,yes,southeast,47269.854
59,male,25.46,1,no,northeast,12913.9924
34,female,33.25,1,no,northeast,5594.8455
38,male,21.12,3,no,southeast,6652.5288
38,female,30.21,3,no,northwest,7537.1639
56,female,33.82,2,no,northwest,12643.3778
63,female,36.3,0,no,southeast,13887.204
51,female,37.05,3,yes,northeast,46255.1125
53,female,33.25,0,no,northeast,10564.8845
59,male,25.46,0,no,northwest,12124.9924
48,male,32.3,1,no,northwest,8765.249
59,female,32.1,3,no,southwest,14007.222
24,male,33.63,4,no,northeast,17128.42608
62,female,29.92,0,no,southeast,13457.9608
22,female,31.02,3,yes,southeast,35595.5898
25,male,33.66,4,no,southeast,4504.6624
44,male,27.4,2,no,southwest,7726.854
19,male,25.175,0,no,northwest,1632.03625
18,female,24.09,1,no,southeast,2201.0971
31,female,26.62,0,no,southeast,3757.8448
47,female,24.32,0,no,northeast,8534.6718
18,male,33.66,0,no,southeast,1136.3994
54,male,24.035,0,no,northeast,10422.91665
32,male,28.88,0,no,northwest,3866.8552
20,female,31.46,0,no,southeast,1877.9294
27,male,23.1,0,no,southeast,2483.736
23,male,31.73,3,yes,northeast,36189.1017
36,female,29.04,4,no,southeast,7243.8136
25,female,26.79,2,no,northwest,4189.1131
41,female,37.1,2,no,southwest,7371.772
20,male,39.4,2,yes,southwest,38344.566
19,male,33.1,0,no,southwest,23082.95533
18,female,38.665,2,no,northeast,3393.35635
23,male,24.51,0,no,northeast,2396.0959
29,male,32.11,2,no,northwest,4433.9159
42,female,26.18,1,no,southeast,7046.7222
31,female,38.095,1,yes,northeast,58571.07448
34,female,29.26,3,no,southeast,6184.2994
63,female,37.7,0,yes,southwest,48824.45
43,female,46.2,0,yes,southeast,45863.205
41,male,40.26,0,no,southeast,5709.1644
35,female,38.095,2,no,northeast,24915.04626
53,female,38.06,3,no,southeast,20462.99766
36,female,29.92,0,no,southeast,4889.0368
28,female,37.62,1,no,southeast,3766.8838
39,male,26.22,1,no,northwest,6123.5688
38,female,30.69,1,no,southeast,5976.8311
64,female,31.825,2,no,northeast,16069.08475
63,male,35.09,0,yes,southeast,47055.5321
45,female,27.83,2,no,southeast,8515.7587
54,male,30.02,0,no,northwest,24476.47851
20,female,28.975,0,no,northwest,2257.47525
40,male,32.3,2,no,northwest,6986.697
40,male,41.69,0,no,southeast,5438.7491
50,female,28.16,3,no,southeast,10702.6424
36,female,27.74,0,no,northeast,5469.0066
42,female,36.195,1,no,northwest,7443.64305
36,male,28.025,1,yes,northeast,20773.62775
38,male,28.27,1,no,southeast,5484.4673
62,female,32.68,0,no,northwest,13844.7972
62,female,38.095,2,no,northeast,15230.32405
56,female,27.2,0,no,southwest,11073.176
53,male,41.47,0,no,southeast,9504.3103
26,female,19.8,1,no,southwest,3378.91
58,female,31.825,2,no,northeast,13607.36875
25,male,29.7,3,yes,southwest,19933.458
48,female,31.13,0,no,southeast,8280.6227
28,female,23.845,2,no,northwest,4719.73655
44,female,38.06,0,yes,southeast,48885.13561
51,male,31.635,0,no,northwest,9174.13565
40,female,41.42,1,no,northwest,28476.73499
21,male,23.21,0,no,southeast,1515.3449
30,female,27.7,0,no,southwest,3554.203
18,male,25.46,0,no,northeast,1708.0014
19,male,34.8,0,yes,southwest,34779.615
33,male,35.75,1,yes,southeast,38282.7495
34,male,27.835,1,yes,northwest,20009.63365
62,female,33.2,0,no,southwest,13462.52
37,female,34.105,1,no,northwest,6112.35295
47,female,24.1,1,no,southwest,26236.57997
57,male,28.975,0,yes,northeast,27218.43725
22,female,31.02,3,yes,southeast,35595.5898
52,female,30.78,1,no,northeast,10797.3362
27,female,21.47,0,no,northwest,3353.4703
56,male,31.79,2,yes,southeast,43813.8661
50,female,23.54,2,no,southeast,10107.2206
52,female,23.18,0,no,northeast,10197.7722
60,female,24.53,0,no,southeast,12629.8967
53,male,31.16,1,no,northwest,10461.9794
33,male,27.455,2,no,northwest,5261.46945
53,female,35.9,2,no,southwest,11163.568
18,female,32.12,2,no,southeast,2801.2588
53,female,24.795,1,no,northwest,10942.13205
27,female,25.175,0,no,northeast,3558.62025
57,female,29.81,0,yes,southeast,27533.9129
18,male,26.18,2,no,southeast,2304.0022
25,female,24.3,3,no,southwest,4391.652
33,female,32.9,2,no,southwest,5375.038
37,male,30.875,3,no,northwest,6796.86325
19,male,30.59,0,no,northwest,1639.5631
19,female,23.4,2,no,southwest,2913.569
33,female,22.135,1,no,northeast,5354.07465
21,male,22.3,1,no,southwest,2103.08
19,male,22.61,0,no,northwest,1628.4709
35,male,27.74,2,yes,northeast,20984.0936
29,female,21.755,1,yes,northeast,16657.71745
46,female,28.9,2,no,southwest,8823.279
45,female,25.7,3,no,southwest,9101.798
23,male,23.845,0,no,northeast,2395.17155
42,female,25.3,1,no,southwest,7045.499
55,male,27.645,0,no,northwest,10594.50155
31,female,29.26,1,no,southeast,4350.5144
46,male,25.8,5,no,southwest,10096.97
64,male,40.48,0,no,southeast,13831.1152
27,male,42.13,0,yes,southeast,39611.7577
45,male,36.48,2,yes,northwest,42760.5022
28,female,33.4,0,no,southwest,3172.018
59,male,37.4,0,no,southwest,21797.0004
38,male,27.835,2,no,northwest,6455.86265
60,male,28.595,0,no,northeast,30259.99556
25,male,45.54,2,yes,southeast,42112.2356
58,female,32.395,1,no,northeast,13019.16105
26,female,28.785,0,no,northeast,3385.39915
25,female,30.3,0,no,southwest,2632.992
51,male,23.21,1,yes,southeast,22218.1149
42,female,26.18,1,no,southeast,7046.7222
57,male,40.37,0,no,southeast,10982.5013
24,female,23.21,0,no,southeast,25081.76784
21,female,32.68,2,no,northwest,26018.95052
51,female,36.385,3,no,northwest,11436.73815
61,male,33.535,0,no,northeast,13143.33665
44,male,37.1,2,no,southwest,7740.337
58,female,27.17,0,no,northwest,12222.8983
50,female,30.115,1,no,northwest,9910.35985
57,male,42.13,1,yes,southeast,48675.5177
26,female,29.92,1,no,southeast,3392.9768
37,female,30.78,0,yes,northeast,37270.1512
33,male,29.4,4,no,southwest,6059.173
32,male,30.03,1,no,southeast,4074.4537
36,male,34.43,2,no,southeast,5584.3057
46,male,26.62,1,no,southeast,7742.1098
43,female,26.7,2,yes,southwest,22478.6
50,female,27.075,1,no,northeast,10106.13425
34,male,34.675,0,no,northeast,4518.82625
39,female,22.8,3,no,northeast,7985.815
50,male,27.455,1,no,northeast,9617.66245
31,male,25.935,1,no,northwest,4239.89265
40,female,32.775,2,yes,northwest,40003.33225
22,female,39.805,0,no,northeast,2755.02095
57,male,28.1,0,no,southwest,10965.446
34,male,21.375,0,no,northeast,4500.33925
59,female,35.2,0,no,southeast,12244.531
29,female,31.16,0,no,northeast,3943.5954
49,male,32.3,3,no,northwest,10269.46
38,female,19.95,2,no,northeast,7133.9025
20,female,21.8,0,yes,southwest,20167.33603
63,male,28.31,0,no,northwest,13770.0979
22,male,28.31,1,no,northwest,2639.0429
45,female,36.3,2,no,southeast,8527.532
22,female,20.235,0,no,northwest,2527.81865
23,female,28.31,0,yes,northwest,18033.9679
40,male,32.3,2,no,northwest,6986.697
41,male,29.64,5,no,northeast,9222.4026
26,male,32.49,1,no,northeast,3490.5491
22,male,37.62,1,yes,southeast,37165.1638
19,male,20.425,0,no,northwest,1625.43375
30,male,35.53,0,yes,southeast,36950.2567
28,male,29.26,2,no,northeast,4438.2634
19,female,32.9,0,no,southwest,1748.774
38,female,28.93,1,no,southeast,5974.3847
30,male,27.645,1,no,northeast,4237.12655
45,female,27.645,1,no,northwest,28340.18885
35,female,35.815,1,no,northwest,5630.45785
32,female,37.145,3,no,northeast,6334.34355
43,female,29.9,1,no,southwest,7337.748
43,female,35.64,1,no,southeast,7345.7266
21,male,25.745,2,no,northeast,3279.86855
47,female,36,1,no,southwest,8556.907
53,female,28.1,3,no,southwest,11741.726
53,female,22.88,1,yes,southeast,23244.7902
60,male,32.8,0,yes,southwest,52590.82939
19,female,21.7,0,yes,southwest,13844.506
45,female,33.1,0,no,southwest,7345.084
57,female,34.295,2,no,northeast,13224.05705
55,female,25.365,3,no,northeast,13047.33235
23,female,28,0,no,southwest,13126.67745
36,male,29.7,0,no,southeast,4399.731
57,female,30.495,0,no,northwest,11840.77505
41,female,21.755,1,no,northeast,13725.47184
32,male,46.53,2,no,southeast,4686.3887
27,female,31.255,1,no,northwest,3956.07145
63,male,41.47,0,no,southeast,13405.3903
36,female,19.855,0,no,northeast,5458.04645
45,male,24.035,2,no,northeast,8604.48365
54,male,34.21,2,yes,southeast,44260.7499
64,male,36.96,2,yes,southeast,49577.6624
28,male,33.82,0,no,northwest,19673.33573
54,male,33.63,1,no,northwest,10825.2537
22,female,23.18,0,no,northeast,2731.9122
38,female,19.475,2,no,northwest,6933.24225
24,female,30.1,3,no,southwest,4234.927
18,female,39.16,0,no,southeast,1633.0444
62,female,30.495,2,no,northwest,15019.76005
63,female,35.2,1,no,southeast,14474.675
44,female,43.89,2,yes,southeast,46200.9851
50,female,26.22,2,no,northwest,10493.9458
56,female,28.595,0,no,northeast,11658.11505
47,male,28.215,4,no,northeast,10407.08585
56,male,22.1,0,no,southwest,10577.087
63,female,23.085,0,no,northeast,14451.83515
59,female,26.695,3,no,northwest,14382.70905
29,male,27.2,0,no,southwest,2866.091
50,male,27.455,1,no,northeast,9617.66245
62,female,31.73,0,no,northeast,14043.4767
59,male,37.1,1,no,southwest,12347.172
57,female,28.7,0,no,southwest,11455.28
31,female,30.495,3,no,northeast,6113.23105
39,male,45.43,2,no,southeast,6356.2707
25,male,25.74,0,no,southeast,2137.6536
36,female,30.02,0,no,northwest,5272.1758
22,male,28.88,0,no,northeast,2250.8352
39,male,29.6,4,no,southwest,7512.267
32,male,31.5,1,no,southwest,4076.497
32,male,27.835,1,no,northwest,4454.40265
59,female,36.52,1,no,southeast,28287.89766
45,female,33.1,0,no,southwest,7345.084
19,female,40.5,0,no,southwest,1759.338
25,male,23.9,5,no,southwest,5080.096
46,female,23.655,1,yes,northwest,21677.28345
19,female,30.02,0,yes,northwest,33307.5508
19,female,27.93,3,no,northwest,18838.70366
51,male,24.795,2,yes,northwest,23967.38305
25,female,30.2,0,yes,southwest,33900.653
19,male,30.59,0,no,northwest,1639.5631
63,female,26.98,0,yes,northwest,28950.4692
61,male,38.38,0,no,northwest,12950.0712
47,female,26.125,1,yes,northeast,23401.30575
49,female,23.845,3,yes,northeast,24106.91255
48,male,34.3,3,no,southwest,9563.029
46,male,33.44,1,no,northeast,8334.5896
25,female,24.3,3,no,southwest,4391.652
36,female,30.02,0,no,northwest,5272.1758
19,female,35.15,0,no,northwest,2134.9015
51,female,18.05,0,no,northwest,9644.2525
49,female,29.925,0,no,northwest,8988.15875
23,male,41.91,0,no,southeast,1837.2819
41,female,32.2,1,no,southwest,6775.961
51,female,40.66,0,no,northeast,9875.6804
59,male,26.4,0,no,southeast,11743.299
44,female,36.955,1,no,northwest,8023.13545
39,female,32.5,1,no,southwest,6238.298
43,male,38.06,2,yes,southeast,42560.4304
21,male,35.53,0,no,southeast,1532.4697
27,male,32.67,0,no,southeast,2497.0383
31,male,25.9,3,yes,southwest,19199.944
54,female,31.9,3,no,southeast,27322.73386
21,female,21.89,2,no,southeast,3180.5101
19,male,27.265,2,no,northwest,22493.65964
55,male,33,0,no,southeast,20781.48892
19,female,34.7,2,yes,southwest,36397.576
20,male,33,1,no,southwest,1980.07
50,female,44.745,0,no,northeast,9541.69555
30,female,22.895,1,no,northeast,4719.52405
41,female,33.155,3,no,northeast,8538.28845
61,female,39.1,2,no,southwest,14235.072
33,male,35.75,2,no,southeast,4889.9995
29,female,25.9,0,no,southwest,3353.284
48,female,32.3,2,no,northeast,10043.249
55,male,37.3,0,no,southwest,20630.28351
19,male,34.1,0,no,southwest,1261.442
44,male,38.06,1,no,southeast,7152.6714
41,male,34.2,2,no,northwest,7261.741
53,female,26.6,0,no,northwest,10355.641
46,female,33.725,1,no,northeast,8823.98575
48,female,28.88,1,no,northwest,9249.4952
19,female,28.4,1,no,southwest,2331.519
23,female,34.96,3,no,northwest,4466.6214
45,female,31.79,0,no,southeast,17929.30337
37,female,26.4,0,yes,southeast,19539.243
30,male,38.83,1,no,southeast,18963.17192
43,female,25.27,1,yes,northeast,21771.3423
34,female,31.92,1,yes,northeast,37701.8768
34,male,35.815,0,no,northwest,4320.41085
49,female,30.78,1,no,northeast,9778.3472
57,male,33.63,1,no,northwest,11945.1327
57,female,31.825,0,no,northwest,11842.62375
52,female,46.75,5,no,southeast,12592.5345
42,male,31.255,0,no,northwest,6358.77645
30,male,35.3,0,yes,southwest,36837.467
49,female,42.68,2,no,southeast,9800.8882
26,female,42.4,1,no,southwest,3410.324
49,male,37.51,2,no,southeast,9304.7019
18,female,38.17,0,no,southeast,1631.6683
60,female,36.005,0,no,northeast,13228.84695
35,female,35.86,2,no,southeast,5836.5204
40,male,29.9,2,no,southwest,6600.361
45,female,35.815,0,no,northwest,7731.85785
31,male,30.875,0,no,northeast,3857.75925
49,male,37.51,2,no,southeast,9304.7019
46,female,28.05,1,no,southeast,8233.0975
28,male,23.98,3,yes,southeast,17663.1442
25,female,22.515,1,no,northwest,3594.17085
56,male,19.95,0,yes,northeast,22412.6485
56,female,27.2,0,no,southwest,11073.176
33,female,18.5,1,no,southwest,4766.022
26,female,29.64,4,no,northeast,24671.66334
55,male,27.645,0,no,northwest,10594.50155
38,female,27.265,1,no,northeast,6555.07035
30,male,35.3,0,yes,southwest,36837.467
60,female,38.06,0,no,southeast,12648.7034
35,male,30.5,1,no,southwest,4751.07
29,male,34.4,0,yes,southwest,36197.699
49,male,22.515,0,no,northeast,8688.85885
26,male,29.45,0,no,northeast,2897.3235
41,female,31.635,1,no,northeast,7358.17565
18,male,22.99,0,no,northeast,1704.5681
25,female,23.465,0,no,northeast,3206.49135
24,male,35.86,0,no,southeast,1986.9334
35,female,43.34,2,no,southeast,5846.9176
51,female,25.8,1,no,southwest,9861.025
35,female,35.86,2,no,southeast,5836.5204
51,female,36.67,2,no,northwest,10848.1343
25,female,28.595,0,no,northeast,3213.62205
62,female,39.16,0,no,southeast,13470.8044
61,female,29.07,0,yes,northwest,29141.3603
48,female,33.11,0,yes,southeast,40974.1649
44,male,30.2,2,yes,southwest,38998.546
20,female,22.42,0,yes,northwest,14711.7438
18,male,53.13,0,no,southeast,1163.4627
35,female,38.095,2,no,northeast,24915.04626
29,male,35.5,2,yes,southwest,44585.45587
59,female,35.2,0,no,southeast,12244.531
27,female,30.4,3,no,northwest,18804.7524
50,female,28.16,3,no,southeast,10702.6424
60,female,24.53,0,no,southeast,12629.8967
27,male,29.15,0,yes,southeast,18246.4955
18,male,30.03,1,no,southeast,1720.3537
40,male,35.3,3,no,southwest,7196.867
18,female,29.165,0,no,northeast,7323.734819
39,female,31.92,2,no,northwest,7209.4918
62,male,39.93,0,no,southeast,12982.8747
60,female,30.5,0,no,southwest,12638.195
36,male,30.875,1,no,northwest,5373.36425
31,male,28.5,5,no,northeast,6799.458
23,female,39.27,2,no,southeast,3500.6123
58,male,38,0,no,southwest,11365.952
19,male,20.615,2,no,northwest,2803.69785
51,male,27.74,1,no,northeast,9957.7216
34,female,33.7,1,no,southwest,5012.471
25,female,30.3,0,no,southwest,2632.992
27,female,36.08,0,yes,southeast,37133.8982
63,male,41.325,3,no,northwest,15555.18875
46,female,33.44,1,no,southeast,8240.5896
53,male,36.1,1,no,southwest,10085.846
32,male,28.12,4,yes,northwest,21472.4788
28,female,24.32,1,no,northeast,23288.9284
62,male,37.4,0,no,southwest,12979.358
53,male,28.6,3,no,southwest,11253.421
44,male,22.135,2,no,northeast,8302.53565
33,female,26.695,0,no,northwest,4571.41305
18,male,43.01,0,no,southeast,1149.3959
28,male,37.1,1,no,southwest,3277.161
55,female,26.8,1,no,southwest,35160.13457
60,male,40.92,0,yes,southeast,48673.5588
24,male,32.7,0,yes,southwest,34472.841
47,female,32,1,no,southwest,8551.347
19,male,28.4,1,no,southwest,1842.519
36,female,22.135,3,no,northeast,7228.21565
40,male,24.97,2,no,southeast,6593.5083
35,female,28.025,0,yes,northwest,20234.85475
50,female,46.09,1,no,southeast,9549.5651
31,male,25.935,1,no,northwest,4239.89265
54,female,35.815,3,no,northwest,12495.29085
61,male,33.535,0,no,northeast,13143.33665
19,female,28.4,1,no,southwest,2331.519
58,male,25.175,0,no,northeast,11931.12525
18,male,26.18,2,no,southeast,2304.0022
30,male,37.43,3,no,northeast,5428.7277
46,male,19.855,0,no,northwest,7526.70645
56,female,41.91,0,no,southeast,11093.6229
51,female,37.05,3,yes,northeast,46255.1125
63,female,36.85,0,no,southeast,13887.9685
58,male,35.7,0,no,southwest,11362.755
40,female,28.69,3,no,northwest,8059.6791
41,female,37.1,2,no,southwest,7371.772
55,female,32.775,2,no,northwest,12268.63225
58,male,34.865,0,no,northeast,11944.59435
19,female,27.9,0,yes,southwest,16884.924
53,female,36.86,3,yes,northwest,46661.4424
42,male,30,0,yes,southwest,22144.032
26,female,22.61,0,no,northwest,3176.8159
18,male,21.47,0,no,northeast,1702.4553
50,male,32.205,0,no,northwest,8835.26495
24,female,22.6,0,no,southwest,2457.502
50,male,37.07,1,no,southeast,9048.0273
19,male,25.555,0,no,northwest,1632.56445
23,male,23.845,0,no,northeast,2395.17155
22,male,32.11,0,no,northwest,2055.3249
57,female,20.1,1,no,southwest,12032.326
26,male,32.9,2,yes,southwest,36085.219
54,female,31.24,0,no,southeast,10338.9316
28,male,31.68,0,yes,southeast,34672.1472
18,female,38.28,0,no,southeast,1631.8212
45,male,22.895,2,yes,northwest,21098.55405
50,female,27.6,1,yes,southwest,24520.264
23,male,35.2,1,no,southwest,2416.955
26,female,29.48,1,no,southeast,3392.3652
46,male,39.425,1,no,northeast,8342.90875
46,male,30.495,3,yes,northwest,40720.55105
18,female,40.28,0,no,northeast,2217.6012
59,female,27.5,0,no,southwest,12233.828
54,male,30.8,1,yes,southeast,41999.52
31,female,25.74,0,no,southeast,3756.6216
27,female,17.955,2,yes,northeast,15006.57945
39,female,24.225,5,no,northwest,8965.79575
18,female,25.08,0,no,northeast,2196.4732
26,female,42.4,1,no,southwest,3410.324
21,female,33.63,2,no,northwest,3579.8287
56,male,33.63,0,yes,northwest,43921.1837
37,male,29.8,0,no,southwest,20420.60465
26,male,32.49,1,no,northeast,3490.5491
40,male,22.705,2,no,northeast,7173.35995
20,female,30.59,0,no,northeast,2459.7201
46,male,26.62,1,no,southeast,7742.1098
29,female,29.59,1,no,southeast,3947.4131
52,female,30.78,1,no,northeast,10797.3362
44,male,30.69,2,no,southeast,7731.4271
21,female,16.815,1,no,northeast,3167.45585
34,female,38,3,no,southwest,6196.448
39,male,28.3,1,yes,southwest,21082.16
19,female,37.43,0,no,northwest,2138.0707
50,male,36.2,0,no,southwest,8457.818
58,male,49.06,0,no,southeast,11381.3254
31,female,31.065,0,no,northeast,4347.02335
19,male,22.61,0,no,northwest,1628.4709
59,female,34.8,2,no,southwest,36910.60803
19,male,20.7,0,no,southwest,1242.816
52,male,38.6,2,no,southwest,10325.206
46,female,28.05,1,no,southeast,8233.0975
39,female,24.89,3,yes,northeast,21659.9301
44,female,23.98,2,no,southeast,8211.1002
56,female,41.91,0,no,southeast,11093.6229
28,female,26.315,3,no,northwest,5312.16985
55,male,30.685,0,yes,northeast,42303.69215
18,female,42.24,0,yes,southeast,38792.6856
38,male,29.26,2,no,northwest,6457.8434
47,male,29.83,3,no,northwest,9620.3307
64,female,32.965,0,no,northwest,14692.66935
37,male,46.53,3,no,southeast,6435.6237
19,male,17.48,0,no,northwest,1621.3402
19,female,30.02,0,yes,northwest,33307.5508
35,male,27.61,1,no,southeast,4747.0529
32,male,46.53,2,no,southeast,4686.3887
24,female,27.72,0,no,southeast,2464.6188
52,male,41.8,2,yes,southeast,47269.854
32,female,23.65,1,no,southeast,17626.23951
32,female,24.6,0,yes,southwest,17496.306
54,female,21.47,3,no,northwest,12475.3513
34,male,27,2,no,southwest,11737.84884
36,female,25.9,1,no,southwest,5472.449
38,female,37.73,0,no,southeast,5397.6167
18,male,23.085,0,no,northeast,1704.70015
51,male,23.21,1,yes,southeast,22218.1149
61,female,21.09,0,no,northwest,13415.0381
61,female,31.16,0,no,northwest,13429.0354
56,female,32.3,3,no,northeast,13430.265
26,female,40.185,0,no,northwest,3201.24515
19,female,33.11,0,yes,southeast,34439.8559
27,male,31.13,1,yes,southeast,34806.4677
42,female,24.985,2,no,northwest,8017.06115
23,female,42.75,1,yes,northeast,40904.1995
40,female,29.3,4,no,southwest,15828.82173
35,male,27.1,1,no,southwest,4746.344
51,female,34.96,2,yes,northeast,44641.1974
31,female,25.8,2,no,southwest,4934.705
64,male,23.76,0,yes,southeast,26926.5144
49,male,31.35,1,no,northeast,9290.1395
19,male,44.88,0,yes,southeast,39722.7462
23,female,39.27,2,no,southeast,3500.6123
32,male,33.63,1,yes,northeast,37607.5277
24,female,20.52,0,yes,northeast,14571.8908
45,male,21.375,0,no,northwest,7222.78625
31,female,36.63,2,no,southeast,4949.7587
26,male,20.8,0,no,southwest,2302.3
27,male,33.155,2,no,northwest,4058.71245
18,male,23.085,0,no,northeast,1704.70015
31,female,21.755,0,no,northwest,4134.08245
36,female,26.2,0,no,southwest,4883.866
20,female,26.84,1,yes,southeast,17085.2676
60,female,25.84,0,no,northwest,28923.13692
53,female,26.7,2,no,southwest,11150.78
29,male,38.94,1,no,southeast,3471.4096
43,female,26.885,0,yes,northwest,21774.32215
31,female,32.775,2,no,northwest,5327.40025
21,male,22.3,1,no,southwest,2103.08
26,male,20.8,0,no,southwest,2302.3
49,female,22.61,1,no,northwest,9566.9909
52,male,26.4,3,no,southeast,25992.82104
25,female,28.595,0,no,northeast,3213.62205
58,female,36.48,0,no,northwest,12235.8392
30,female,33.33,1,no,southeast,4151.0287
64,male,33.88,0,yes,southeast,46889.2612
19,male,30.59,0,no,northwest,1639.5631
31,male,39.49,1,no,southeast,3875.7341
56,female,26.6,1,no,northwest,12044.342
20,male,31.13,2,no,southeast,2566.4707
41,male,33.55,0,no,southeast,5699.8375
53,male,26.41,2,no,northeast,11244.3769
18,female,21.66,0,yes,northeast,14283.4594
20,male,32.395,1,no,northwest,2362.22905
56,female,28.31,0,no,northeast,11657.7189
53,male,20.9,0,yes,southeast,21195.818
18,male,21.565,0,yes,northeast,13747.87235
19,female,23.4,2,no,southwest,2913.569
50,female,30.115,1,no,northwest,9910.35985
40,male,34.105,1,no,northeast,6600.20595
18,female,37.29,1,no,southeast,2219.4451
23,female,23.18,2,no,northwest,14426.07385
21,male,25.7,4,yes,southwest,17942.106
49,female,23.845,3,yes,northeast,24106.91255
21,male,23.75,2,no,northwest,3077.0955
30,male,28.69,3,yes,northwest,20745.9891
33,male,35.245,0,no,northeast,12404.8791
61,male,36.1,3,no,southwest,27941.28758
18,male,15.96,0,no,northeast,1694.7964
34,female,26.41,1,no,northwest,5385.3379
40,male,30.875,4,no,northwest,8162.71625
53,male,31.35,0,no,southeast,27346.04207
19,female,28.3,0,yes,southwest,17081.08
36,female,26.885,0,no,northwest,5267.81815
19,male,26.03,1,yes,northwest,16450.8947
35,female,26.125,0,no,northeast,5227.98875
48,female,35.91,1,no,northeast,26392.26029
19,male,34.4,0,no,southwest,1261.859
62,female,33.2,0,no,southwest,13462.52
37,female,34.8,2,yes,southwest,39836.519
60,male,24.32,0,no,northwest,12523.6048
36,male,41.895,3,yes,northeast,43753.33705
22,male,28.88,0,no,northeast,2250.8352
18,male,28.31,1,no,northeast,11272.33139
18,male,25.175,0,yes,northeast,15518.18025
34,female,30.21,1,yes,northwest,43943.8761
31,male,27.645,2,no,northeast,5031.26955
58,male,49.06,0,no,southeast,11381.3254
21,male,35.53,0,no,southeast,1532.4697
62,female,39.16,0,no,southeast,13470.8044
22,male,31.73,0,no,northeast,2254.7967
31,male,29.81,0,yes,southeast,19350.3689
45,female,28.6,2,no,southeast,8516.829
53,male,34.105,0,yes,northeast,43254.41795
58,female,33.1,0,no,southwest,11848.141
60,male,28.595,0,no,northeast,30259.99556
63,female,27.74,0,yes,northeast,29523.1656
30,male,31.4,1,no,southwest,3659.346
22,female,21.28,3,no,northwest,4296.2712
28,female,23.845,2,no,northwest,4719.73655
22,female,36,0,no,southwest,2166.732
49,male,22.515,0,no,northeast,8688.85885
41,female,33.06,2,no,northwest,7749.1564
37,male,22.705,3,no,northeast,6985.50695
55,female,29.83,0,no,northeast,11286.5387
35,female,34.21,1,no,southeast,5245.2269
31,male,26.885,1,no,northeast,4441.21315
48,male,34.3,3,no,southwest,9563.029
19,female,21.7,0,yes,southwest,13844.506
29,female,27.94,1,yes,southeast,19107.7796
49,male,35.86,0,no,southeast,8124.4084
49,male,25.84,2,yes,northwest,23807.2406
31,male,20.4,0,no,southwest,3260.199
42,male,26.07,1,yes,southeast,38245.59327
48,female,28.88,1,no,northwest,9249.4952
18,female,40.28,0,no,northeast,2217.6012
43,male,23.2,0,no,southwest,6250.435
35,male,24.13,1,no,northwest,5125.2157
58,female,33.44,0,no,northwest,12231.6136
60,male,28.9,0,no,southwest,12146.971
64,male,23.76,0,yes,southeast,26926.5144
55,male,35.245,1,no,northeast,11394.06555
22,female,21.28,3,no,northwest,4296.2712
26,male,46.53,1,no,southeast,2927.0647
43,female,24.7,2,yes,northwest,21880.82
53,male,29.48,0,no,southeast,9487.6442
49,female,41.47,4,no,southeast,10977.2063
41,male,34.21,1,no,southeast,6289.7549
31,male,34.39,3,yes,northwest,38746.3551
40,female,29.3,4,no,southwest,15828.82173
64,male,38.19,0,no,northeast,14410.9321
25,male,25.84,1,no,northeast,3309.7926
24,female,23.21,0,no,southeast,25081.76784
54,female,28.88,2,no,northeast,12096.6512
32,male,33.63,1,yes,northeast,37607.5277
40,female,29.6,0,no,southwest,5910.944
51,female,34.1,0,no,southeast,9283.562
53,female,26.6,0,no,northwest,10355.641
62,male,32.11,0,no,northeast,13555.0049
40,male,32.775,1,yes,northeast,39125.33225
46,male,22.3,0,no,southwest,7147.105
40,female,27.4,1,no,southwest,6496.886
50,female,25.6,0,no,southwest,8932.084
42,male,31.255,0,no,northwest,6358.77645
30,female,28.38,1,yes,southeast,19521.9682
39,male,21.85,1,no,northwest,6117.4945
46,female,27.74,0,no,northwest,8026.6666
54,female,31.9,3,no,southeast,27322.73386
20,female,29.6,0,no,southwest,1875.344
41,male,30.78,3,yes,northeast,39597.4072
29,male,32.11,2,no,northwest,4433.9159
37,female,29.5,2,no,southwest,6311.952
42,male,28.31,3,yes,northwest,32787.45859
50,female,27.83,3,no,southeast,19749.38338
18,female,27.28,3,yes,southeast,18223.4512
20,male,27.3,0,yes,southwest,16232.847
47,male,38.94,2,yes,southeast,44202.6536
42,female,41.325,1,no,northeast,7650.77375
55,female,29.7,2,no,southwest,11881.358
39,female,34.1,3,no,southwest,7418.522
48,male,40.15,0,no,southeast,7804.1605
50,male,32.3,2,no,southwest,9630.397
45,female,31.79,0,no,southeast,17929.30337
18,female,36.85,0,yes,southeast,36149.4835
47,male,36.19,0,yes,southeast,41676.0811
52,female,24.86,0,no,southeast,27117.99378
53,female,38.06,3,no,southeast,20462.99766
53,female,35.9,2,no,southwest,11163.568
41,male,23.94,1,no,northeast,6858.4796
19,female,32.49,0,yes,northwest,36898.73308
18,male,34.43,0,no,southeast,1137.4697
54,male,30.02,0,no,northwest,24476.47851
57,female,31.16,0,yes,northwest,43578.9394
20,male,31.13,2,no,southeast,2566.4707
38,female,37.73,0,no,southeast,5397.6167
27,male,26.03,0,no,northeast,3070.8087
36,female,22.135,3,no,northeast,7228.21565
33,female,32.9,2,no,southwest,5375.038
25,female,42.13,1,no,southeast,3238.4357
19,male,24.6,1,no,southwest,1837.237
37,male,30.8,0,no,southwest,4646.759
25,male,25.84,1,no,northeast,3309.7926
30,male,24.13,1,no,northwest,4032.2407
33,male,42.46,1,no,southeast,11326.71487
24,male,29.3,0,no,southwest,1977.815
63,male,33.66,3,no,southeast,15161.5344
55,female,40.81,3,no,southeast,12485.8009
59,male,25.46,1,no,northeast,12913.9924
58,female,41.91,0,no,southeast,24227.33724
35,male,39.71,4,no,northeast,19496.71917
34,male,30.8,0,yes,southwest,35491.64
52,female,37.525,2,no,northwest,33471.97189
37,female,26.4,0,yes,southeast,19539.243
33,female,33.5,0,yes,southwest,37079.372
49,male,28.7,1,no,southwest,8703.456
27,female,24.1,0,no,southwest,2974.126
20,male,40.47,0,no,northeast,1984.4533
26,male,23.7,2,no,southwest,3484.331
39,female,32.5,1,no,southwest,6238.298
56,male,36.1,3,no,southwest,12363.547
19,male,28.7,0,no,southwest,1253.936
32,female,33.155,3,no,northwest,6128.79745
20,female,30.59,0,no,northeast,2459.7201
61,male,28.31,1,yes,northwest,28868.6639
44,female,27.645,0,no,northwest,7421.19455
19,male,19.8,0,no,southwest,1241.565
35,female,34.8,1,no,southwest,5246.047
40,male,24.97,2,no,southeast,6593.5083
57,male,28.975,0,yes,northeast,27218.43725
50,female,27.36,0,no,northeast,25656.57526
39,male,26.41,0,yes,northeast,20149.3229
47,female,27.83,0,yes,southeast,23065.4207
37,female,25.555,1,yes,northeast,20296.86345
56,male,33.725,0,no,northwest,10976.24575
48,female,41.23,4,no,northwest,11033.6617
57,male,28.1,0,no,southwest,10965.446
61,male,36.1,3,no,southwest,27941.28758
28,female,26.51,2,no,southeast,4340.4409
20,male,22,1,no,southwest,1964.78
23,male,17.385,1,no,northwest,2775.19215
64,male,24.7,1,no,northwest,30166.61817
29,female,24.6,2,no,southwest,4529.477
28,male,24.3,5,no,southwest,5615.369
21,female,16.815,1,no,northeast,3167.45585
19,male,31.92,0,yes,northwest,33750.2918
23,male,26.51,0,no,southeast,1815.8759
39,male,29.6,4,no,southwest,7512.267
23,male,34.4,0,no,southwest,1826.843
51,female,36.67,2,no,northwest,10848.1343
22,male,39.5,0,no,southwest,1682.597
31,female,32.775,2,no,northwest,5327.40025
48,female,32.3,2,no,northeast,10043.249
18,male,30.4,3,no,northeast,3481.868
35,female,23.465,2,no,northeast,6402.29135
42,female,33.155,1,no,northeast,7639.41745
33,male,29.4,4,no,southwest,6059.173
36,male,34.43,0,yes,southeast,37742.5757
27,male,45.9,2,no,southwest,3693.428
51,female,36.385,3,no,northwest,11436.73815
55,male,21.5,1,no,southwest,10791.96
50,male,44.77,1,no,southeast,9058.7303
56,male,25.935,0,no,northeast,11165.41765
18,female,33.155,0,no,northeast,2207.69745
31,female,29.1,0,no,southwest,3761.292
37,female,23.37,2,no,northwest,6686.4313
35,male,36.67,1,yes,northeast,39774.2763
58,male,25.175,0,no,northeast,11931.12525
60,male,24.32,1,no,northwest,13112.6048
44,female,20.235,1,yes,northeast,19594.80965
40,female,33,3,no,southeast,7682.67
45,female,27.645,1,no,northwest,28340.18885
58,female,31.825,2,no,northeast,13607.36875
20,female,21.8,0,yes,southwest,20167.33603
50,male,32.3,1,yes,northeast,41919.097
48,female,27.36,1,no,northeast,9447.3824
24,male,28.5,2,no,northwest,3537.703
37,female,47.6,2,yes,southwest,46113.511
56,male,33.66,4,no,southeast,12949.1554
58,male,30.305,0,no,northeast,11938.25595
48,female,32.23,1,no,southeast,8871.1517
43,female,34.4,3,no,southwest,8522.003
45,male,39.805,0,no,northeast,7448.40395
50,female,27.075,1,no,northeast,10106.13425
30,female,33.33,1,no,southeast,4151.0287
22,male,35.6,0,yes,southwest,35585.576
31,male,28.595,1,no,northwest,4243.59005
19,male,34.9,0,yes,southwest,34828.654
18,female,30.305,0,no,northeast,2203.73595
46,male,40.375,2,no,northwest,8733.22925
19,male,30.25,0,yes,southeast,32548.3405
44,female,36.48,0,no,northeast,12797.20962
41,female,32.6,3,no,southwest,7954.517
27,male,26.03,0,no,northeast,3070.8087
45,female,28.6,2,no,southeast,8516.829
21,male,36.85,0,no,southeast,1534.3045
19,male,27.6,0,no,southwest,1252.407
32,female,23.65,1,no,southeast,17626.23951
56,male,26.695,1,yes,northwest,26109.32905
22,male,25.175,0,no,northwest,2045.68525
34,female,23.56,0,no,northeast,4992.3764
43,male,35.97,3,yes,southeast,42124.5153
47,male,32.3,1,no,southwest,8062.764
28,female,28.88,1,no,northeast,4337.7352
47,male,29.8,3,yes,southwest,25309.489
44,male,21.85,3,no,northeast,8891.1395
33,male,42.4,5,no,southwest,6666.243
18,male,34.43,0,no,southeast,1137.4697
61,male,32.3,2,no,northwest,14119.62
18,male,38.17,0,yes,southeast,36307.7983
62,female,39.16,0,no,southeast,13470.8044
27,female,34.8,1,no,southwest,3577.999
28,male,24.3,5,no,southwest,5615.369
56,female,33.82,2,no,northwest,12643.3778
43,male,23.2,0,no,southwest,6250.435
22,male,34.8,3,no,southwest,3443.064
31,female,32.68,1,no,northwest,4738.2682
19,female,18.6,0,no,southwest,1728.897
22,female,30.4,0,yes,northwest,33907.548
43,male,27.36,3,no,northeast,8606.2174
64,male,36.96,2,yes,southeast,49577.6624
22,male,37.07,2,yes,southeast,37484.4493
54,female,23,3,no,southwest,12094.478
28,female,25.935,1,no,northwest,4133.64165
41,male,28.8,1,no,southwest,6282.235
43,female,25.08,0,no,northeast,7325.0482
45,female,35.815,0,no,northwest,7731.85785
41,male,32.2,2,no,southwest,6875.961
26,male,29.15,1,no,southeast,2902.9065
27,female,32.395,1,no,northeast,18903.49141
39,male,35.3,2,yes,southwest,40103.89
18,male,26.125,0,no,northeast,1708.92575
39,male,29.925,1,yes,northeast,22462.04375
50,male,44.77,1,no,southeast,9058.7303
29,male,29.64,1,no,northeast,20277.80751
20,female,28.785,0,no,northeast,2457.21115
28,female,33,2,no,southeast,4349.462
28,male,24.3,5,no,southwest,5615.369
52,male,33.25,0,no,northeast,9722.7695
47,male,28.215,4,no,northeast,10407.08585
35,male,24.13,1,no,northwest,5125.2157
62,male,37.4,0,no,southwest,12979.358
47,male,19.19,1,no,northeast,8627.5411
60,male,29.64,0,no,northeast,12730.9996
25,female,22.515,1,no,northwest,3594.17085
18,female,31.13,0,no,southeast,1621.8827
36,male,28.88,3,no,northeast,6748.5912
42,male,26.9,0,no,southwest,5969.723
28,female,25.935,1,no,northwest,4133.64165
18,male,53.13,0,no,southeast,1163.4627
46,male,25.745,3,no,northwest,9301.89355
64,female,31.825,2,no,northeast,16069.08475
39,male,42.655,0,no,northeast,5757.41345
52,male,41.8,2,yes,southeast,47269.854
46,female,27.74,0,no,northwest,8026.6666
52,female,33.3,2,no,southwest,10806.839
56,male,40.3,0,no,southwest,10602.385
55,female,35.2,0,yes,southeast,44423.803
50,male,32.11,2,no,northeast,25333.33284
19,male,34.8,0,yes,southwest,34779.615
33,female,19.095,2,yes,northeast,16776.30405
64,male,26.41,0,no,northeast,14394.5579
27,male,29.15,0,yes,southeast,18246.4955
45,female,25.175,2,no,northeast,9095.06825
29,male,22.895,0,yes,northeast,16138.76205
18,male,23.21,0,no,southeast,1121.8739
57,female,22.23,0,no,northeast,12029.2867
52,female,31.2,0,no,southwest,9625.92
47,male,36.08,1,yes,southeast,42211.1382
44,female,38.95,0,yes,northwest,42983.4585
26,male,30.875,2,no,northwest,3877.30425
54,female,47.41,0,yes,southeast,63770.42801
21,female,32.68,2,no,northwest,26018.95052
61,male,38.38,0,no,northwest,12950.0712
18,male,33.66,0,no,southeast,1136.3994
54,female,35.815,3,no,northwest,12495.29085
19,male,28.7,0,no,southwest,1253.936
48,female,27.265,1,no,northeast,9447.25035
22,male,35.6,0,yes,southwest,35585.576
22,male,25.175,0,no,northwest,2045.68525
47,female,33.345,0,no,northeast,20878.78443
32,male,35.2,2,no,southwest,4670.64
55,male,33.88,3,no,southeast,11987.1682
47,male,29.83,3,no,northwest,9620.3307
40,female,25.46,1,no,northeast,7077.1894
34,female,37.335,2,no,northwest,5989.52365
40,male,19.8,1,yes,southeast,17179.522
30,female,27.7,0,no,southwest,3554.203
41,male,30.59,2,no,northwest,7256.7231
64,male,34.5,0,no,southwest,13822.803
22,male,26.84,0,no,southeast,1664.9996
56,female,37.51,2,no,southeast,12265.5069
40,male,19.8,1,yes,southeast,17179.522
25,male,35.625,0,no,northwest,2534.39375
50,male,26.41,0,no,northwest,8827.2099
50,male,30.97,3,no,northwest,10600.5483
55,female,35.2,0,yes,southeast,44423.803
21,male,31.1,0,no,southwest,1526.312
50,male,31.825,0,yes,northeast,41097.16175
64,male,33.88,0,yes,southeast,46889.2612
19,male,44.88,0,yes,southeast,39722.7462
38,female,40.15,0,no,southeast,5400.9805
44,female,23.98,2,no,southeast,8211.1002
53,male,24.32,0,no,northwest,9863.4718
61,female,29.92,3,yes,southeast,30942.1918
37,female,30.8,2,no,southeast,6313.759
23,female,34.96,3,no,northwest,4466.6214
39,male,21.85,1,no,northwest,6117.4945
30,female,23.655,3,yes,northwest,18765.87545
31,male,28.595,1,no,northwest,4243.59005
18,female,39.82,0,no,southeast,1633.9618
62,male,32.015,0,yes,northeast,45710.20785
18,female,30.115,0,no,northeast,21344.8467
18,male,17.29,2,yes,northeast,12829.4551
26,female,22.61,0,no,northwest,3176.8159
49,female,41.47,4,no,southeast,10977.2063
37,female,29.5,2,no,southwest,6311.952
47,female,33.915,3,no,northwest,10115.00885
52,female,18.335,0,no,northwest,9991.03765
50,female,23.54,2,no,southeast,10107.2206
51,male,22.42,0,no,northeast,9361.3268
64,male,37.905,0,no,northwest,14210.53595
45,male,30.36,0,yes,southeast,62592.87309
46,male,33.44,1,no,northeast,8334.5896
53,male,34.105,0,yes,northeast,43254.41795
51,female,39.5,1,no,southwest,9880.068
22,male,28.31,1,no,northwest,2639.0429
23,female,36.67,2,yes,northeast,38511.6283
18,male,26.18,2,no,southeast,2304.0022
30,male,37.43,3,no,northeast,5428.7277
34,female,27.72,0,no,southeast,4415.1588
40,male,26.315,1,no,northwest,6389.37785
30,female,43.12,2,no,southeast,4753.6368
19,female,30.495,0,no,northwest,2128.43105
32,female,20.52,0,no,northeast,4544.2348
45,male,36.48,2,yes,northwest,42760.5022
60,female,24.035,0,no,northwest,13012.20865
19,male,24.6,1,no,southwest,1837.237
62,male,30.02,0,no,northwest,13352.0998
26,male,27.265,3,no,northeast,4661.28635
18,female,42.24,0,yes,southeast,38792.6856
33,female,26.695,0,no,northwest,4571.41305
49,female,22.61,1,no,northwest,9566.9909
24,female,26.6,0,no,northeast,3046.062
18,male,23.21,0,no,southeast,1121.8739
18,male,38.17,0,yes,southeast,36307.7983
51,female,25.8,1,no,southwest,9861.025
27,male,28.5,0,yes,northwest,18310.742
22,female,24.3,0,no,southwest,2150.469
33,female,19.095,2,yes,northeast,16776.30405
27,male,30.3,3,no,southwest,4260.744
64,female,39.33,0,no,northeast,14901.5167
64,male,39.16,1,no,southeast,14418.2804
32,female,29.59,1,no,southeast,4562.8421
18,male,33.535,0,yes,northeast,34617.84065
29,female,29.59,1,no,southeast,3947.4131
59,male,29.83,3,yes,northeast,30184.9367
49,male,29.83,1,no,northeast,9288.0267
19,male,29.07,0,yes,northwest,17352.6803
33,female,33.5,0,yes,southwest,37079.372
52,male,38.6,2,no,southwest,10325.206
30,female,30.9,3,no,southwest,5325.651
36,male,35.2,1,yes,southeast,38709.176
57,male,18.335,0,no,northeast,11534.87265
62,male,30.875,3,yes,northwest,46718.16325
38,male,34.7,2,no,southwest,6082.405
53,male,21.4,1,no,southwest,10065.413
20,male,29.735,0,no,northwest,1769.53165
32,male,33.63,1,yes,northeast,37607.5277
29,female,31.16,0,no,northeast,3943.5954
42,male,34.1,0,no,southwest,5979.731
20,female,33.3,0,no,southwest,1880.487
41,male,28.405,1,no,northwest,6664.68595
35,male,27.1,1,no,southwest,4746.344
41,female,33.06,2,no,northwest,7749.1564
41,male,34.2,2,no,northwest,7261.741
52,male,32.775,3,no,northwest,11289.10925
22,female,34.58,2,no,northeast,3925.7582
32,male,28.12,4,yes,northwest,21472.4788
34,female,23.56,0,no,northeast,4992.3764
41,male,33.55,0,no,southeast,5699.8375
32,male,33.82,1,no,northwest,4462.7218
20,male,35.625,3,yes,northwest,37465.34375
34,female,26.41,1,no,northwest,5385.3379
24,male,33.63,4,no,northeast,17128.42608
47,male,38.94,2,yes,southeast,44202.6536
27,male,30.3,3,no,southwest,4260.744
52,female,30.875,0,no,northeast,23045.56616
54,female,28.88,2,no,northeast,12096.6512
24,male,40.15,0,yes,southeast,38126.2465
18,male,30.14,0,no,southeast,1131.5066
19,male,34.1,0,no,southwest,1261.442
32,female,17.765,2,yes,northwest,32734.1863
32,female,41.1,0,no,southwest,3989.841
28,male,22.515,2,no,northeast,4428.88785
46,male,42.35,3,yes,southeast,46151.1245
18,male,28.5,0,no,northeast,1712.227
54,male,31.6,0,no,southwest,9850.432
62,female,36.86,1,no,northeast,31620.00106
59,female,36.765,1,yes,northeast,47896.79135
40,female,25.46,1,no,northeast,7077.1894
18,female,25.08,0,no,northeast,2196.4732
19,male,30.4,0,no,southwest,1256.299
41,male,37.05,2,no,northwest,7265.7025
57,female,28.785,4,no,northeast,14394.39815
36,male,30.875,1,no,northwest,5373.36425
19,female,30.59,2,no,northwest,24059.68019
60,male,25.74,0,no,southeast,12142.5786
35,female,34.105,3,yes,northwest,39983.42595
23,male,18.715,0,no,northwest,21595.38229
28,male,38.06,0,no,southeast,2689.4954
28,male,30.875,0,no,northwest,3062.50825
37,male,29.8,0,no,southwest,20420.60465
18,male,29.37,1,no,southeast,1719.4363
44,female,20.235,1,yes,northeast,19594.80965
18,female,20.79,0,no,southeast,1607.5101
18,female,20.79,0,no,southeast,1607.5101
25,female,20.8,1,no,southwest,3208.787
63,female,37.7,0,yes,southwest,48824.45
44,male,30.69,2,no,southeast,7731.4271
49,male,25.84,1,no,northeast,9282.4806
21,female,35.72,0,no,northwest,2404.7338
19,male,21.755,0,no,northwest,1627.28245
20,male,35.625,3,yes,northwest,37465.34375
40,female,36.19,0,no,southeast,5920.1041
28,male,26.98,2,no,northeast,4435.0942
29,female,35.53,0,no,southeast,3366.6697
42,male,35.8,2,no,southwest,7160.094
42,female,40.37,2,yes,southeast,43896.3763
61,female,28.2,0,no,southwest,13041.921
51,female,18.05,0,no,northwest,9644.2525
36,male,28.595,3,no,northwest,6548.19505
38,male,19.95,1,no,northwest,5855.9025
39,female,18.3,5,yes,southwest,19023.26
64,male,36.96,2,yes,southeast,49577.6624
21,female,39.49,0,no,southeast,2026.9741
28,male,33,3,no,southeast,4449.462
19,male,30.4,0,no,southwest,1256.299
44,male,21.85,3,no,northeast,8891.1395
24,female,30.21,3,no,northwest,4618.0799
43,male,27.8,0,yes,southwest,37829.7242
40,female,29.6,0,no,southwest,5910.944
60,male,24.32,1,no,northwest,13112.6048
28,female,33.11,0,no,southeast,3171.6149
18,female,30.115,0,no,northeast,2203.47185
21,male,20.235,3,no,northeast,3861.20965
26,female,34.2,2,no,southwest,3987.926
34,male,22.42,2,no,northeast,27375.90478
31,female,38.095,1,yes,northeast,58571.07448
27,female,20.045,3,yes,northwest,16420.49455
57,female,38,2,no,southwest,12646.207
22,female,31.02,3,yes,southeast,35595.5898
42,male,24.64,0,yes,southeast,19515.5416
52,female,30.78,1,no,northeast,10797.3362
27,male,30.5,0,no,southwest,2494.022
46,female,30.8,3,no,southwest,9414.92
25,female,42.13,1,no,southeast,3238.4357
38,male,37.05,1,no,northeast,6079.6715
37,male,24.32,2,no,northwest,6198.7518
19,female,39.615,1,no,northwest,2730.10785
51,female,34.1,0,no,southeast,9283.562
40,female,27.4,1,no,southwest,6496.886
49,female,34.77,1,no,northwest,9583.8933
26,female,29.48,1,no,southeast,3392.3652
18,male,41.14,0,no,southeast,1146.7966
31,female,31.065,0,no,northeast,4347.02335
26,female,29.92,1,no,southeast,3392.9768
24,female,20.52,0,yes,northeast,14571.8908
23,female,24.225,2,no,northeast,22395.74424
47,female,23.6,1,no,southwest,8539.671
19,female,33.11,0,yes,southeast,34439.8559
47,female,26.125,1,yes,northeast,23401.30575
39,female,23.87,5,no,southeast,8582.3023
52,female,25.3,2,yes,southeast,24667.419
41,male,35.75,1,yes,southeast,40273.6455
25,female,30.2,0,yes,southwest,33900.653
18,female,33.155,0,no,northeast,2207.69745
51,male,32.3,1,no,northeast,9964.06
49,male,28.69,3,no,northwest,10264.4421
60,female,35.1,0,no,southwest,12644.589
60,male,28.9,0,no,southwest,12146.971
57,male,40.945,0,no,northeast,11566.30055
30,female,19.95,3,no,northwest,5693.4305
18,male,33.77,1,no,southeast,1725.5523
19,female,37.43,0,no,northwest,2138.0707
44,male,29.735,2,no,northeast,32108.66282
30,male,35.3,0,yes,southwest,36837.467
46,male,25.8,5,no,southwest,10096.97
39,female,41.8,0,no,southeast,5662.225
50,female,46.09,1,no,southeast,9549.5651
50,female,27.36,0,no,northeast,25656.57526
55,female,37.1,0,no,southwest,10713.644
45,female,27.83,2,no,southeast,8515.7587
61,male,28.31,1,yes,northwest,28868.6639
22,female,28.82,0,no,southeast,2156.7518
31,female,21.755,0,no,northwest,4134.08245
21,female,32.68,2,no,northwest,26018.95052
61,male,43.4,0,no,southwest,12574.049
56,female,39.82,0,no,southeast,11090.7178
45,male,27.5,3,no,southwest,8615.3
50,female,27.6,1,yes,southwest,24520.264
53,male,30.495,0,no,northeast,10072.05505
18,female,36.85,0,yes,southeast,36149.4835
55,female,30.14,2,no,southeast,11881.9696
36,female,29.92,1,no,southeast,5478.0368
44,male,32.015,2,no,northwest,8116.26885
25,male,26.22,0,no,northeast,2721.3208
32,female,41.1,0,no,southwest,3989.841
60,female,30.5,0,no,southwest,12638.195
18,male,23.21,0,no,southeast,1121.8739
29,male,34.4,0,yes,southwest,36197.699
54,female,31.9,1,no,southeast,10928.849
21,female,22.135,0,no,northeast,2585.85065
42,female,29,1,no,southwest,7050.642
19,female,40.5,0,no,southwest,1759.338
18,female,39.16,0,no,southeast,1633.0444
52,male,32.205,3,no,northeast,11488.31695
64,female,22.99,0,yes,southeast,27037.9141
64,female,31.3,2,yes,southwest,47291.055
58,female,39.05,0,no,southeast,11856.4115
34,female,19,3,no,northeast,6753.038
19,male,20.425,0,no,northwest,1625.43375
24,female,27.6,0,no,southwest,18955.22017
63,male,39.8,3,no,southwest,15170.069
63,female,26.22,0,no,northwest,14256.1928
40,female,29.81,1,no,southeast,6500.2359
28,female,26.51,2,no,southeast,4340.4409
55,male,32.775,0,no,northwest,10601.63225
48,female,32.23,1,no,southeast,8871.1517
22,male,39.5,0,no,southwest,1682.597
36,male,41.895,3,yes,northeast,43753.33705
23,female,28,0,no,southwest,13126.67745
19,female,24.51,1,no,northwest,2709.1119
61,female,35.91,0,no,northeast,13635.6379
19,male,24.6,1,no,southwest,1837.237
57,female,23.98,1,no,southeast,22192.43711
63,male,41.325,3,no,northwest,15555.18875
34,male,22.42,2,no,northeast,27375.90478
49,female,33.345,2,no,northeast,10370.91255
58,male,32.01,1,no,southeast,11946.6259
26,male,30,1,no,southwest,2904.088
18,male,37.29,0,no,southeast,1141.4451
27,male,18.905,3,no,northeast,4827.90495
45,male,22.895,2,yes,northwest,21098.55405
18,male,30.03,1,no,southeast,1720.3537
18,male,28.5,0,no,northeast,1712.227
26,male,46.53,1,no,southeast,2927.0647
39,female,34.32,5,no,southeast,8596.8278
47,female,45.32,1,no,southeast,8569.8618
36,male,29.7,0,no,southeast,4399.731
18,female,31.35,0,no,southeast,1622.1885
57,female,25.74,2,no,southeast,12629.1656
38,male,16.815,2,no,northeast,6640.54485
19,female,28.6,5,no,southwest,4687.797
41,female,21.755,1,no,northeast,13725.47184
24,male,23.655,0,no,northwest,2352.96845
43,female,24.7,2,yes,northwest,21880.82
45,female,30.9,2,no,southwest,8520.026
47,female,29.37,1,no,southeast,8547.6913
54,female,47.41,0,yes,southeast,63770.42801
50,male,32.205,0,no,northwest,8835.26495
35,male,34.32,3,no,southeast,5934.3798
59,female,31.35,0,no,northwest,12622.1795
18,male,22.99,0,no,northeast,1704.5681
35,male,34.77,2,no,northwest,5729.0053
18,female,26.315,0,no,northeast,2198.18985
18,female,38.28,0,no,southeast,14133.03775
21,male,26.03,0,no,northeast,2102.2647
46,male,22.3,0,no,southwest,7147.105
60,male,40.92,0,yes,southeast,48673.5588
33,male,42.4,5,no,southwest,6666.243
49,female,23.18,2,no,northwest,10156.7832
37,female,25.555,1,yes,northeast,20296.86345
19,female,24.605,1,no,northwest,2709.24395
30,male,31.4,1,no,southwest,3659.346
48,male,30.2,2,no,southwest,8968.33
29,female,20.235,2,no,northwest,4906.40965
23,male,31.73,3,yes,northeast,36189.1017
18,female,36.85,0,no,southeast,1629.8335
27,male,32.585,3,no,northeast,4846.92015
18,female,26.73,0,no,southeast,1615.7667
19,female,23.4,2,no,southwest,2913.569
39,female,41.8,0,no,southeast,5662.225
30,male,24.4,3,yes,southwest,18259.216
34,female,30.21,1,yes,northwest,43943.8761
51,male,37,0,no,southwest,8798.593
23,female,31.4,0,yes,southwest,34166.273
22,female,36,0,no,southwest,2166.732
60,female,32.45,0,yes,southeast,45008.9555
55,female,26.98,0,no,northwest,11082.5772
59,male,24.7,0,no,northeast,12323.936
30,female,43.12,2,no,southeast,4753.6368
42,male,26.07,1,yes,southeast,38245.59327
33,male,30.25,0,no,southeast,3704.3545
43,female,26.7,2,yes,southwest,22478.6
53,male,31.16,1,no,northwest,10461.9794
42,male,28.31,3,yes,northwest,32787.45859
43,female,32.56,3,yes,southeast,40941.2854
57,female,28.785,4,no,northeast,14394.39815
43,male,34.96,1,yes,northeast,41034.2214
44,female,36.48,0,no,northeast,12797.20962
36,female,25.84,0,no,northwest,5266.3656
56,male,39.6,0,no,southwest,10601.412
54,male,30.21,0,no,northwest,10231.4999
21,female,17.4,1,no,southwest,2585.269
51,female,38.06,0,yes,southeast,44400.4064
49,female,42.68,2,no,southeast,9800.8882
58,male,36.08,0,no,southeast,11363.2832
18,male,23.32,1,no,southeast,1711.0268
57,female,38,2,no,southwest,12646.207
18,female,31.92,0,no,northeast,2205.9808
22,female,21.28,3,no,northwest,4296.2712
62,female,32.68,0,no,northwest,13844.7972
60,female,28.7,1,no,southwest,13224.693
52,male,36.7,0,no,southwest,9144.565
38,female,34.8,2,no,southwest,6571.544
29,female,21.85,0,yes,northeast,16115.3045
57,male,42.13,1,yes,southeast,48675.5177
18,female,28.215,0,no,northeast,2200.83085
25,male,26.8,3,no,southwest,3906.127
54,female,46.7,2,no,southwest,11538.421
19,male,27.265,2,no,northwest,22493.65964
32,female,44.22,0,no,southeast,3994.1778
53,female,32.3,2,no,northeast,29186.48236
55,male,32.775,0,no,northwest,10601.63225
59,female,27.83,3,no,southeast,14001.2867
36,female,22.6,2,yes,southwest,18608.262
19,female,30.495,0,no,northwest,2128.43105
34,male,25.3,2,yes,southeast,18972.495
51,female,21.56,1,no,southeast,9855.1314
34,male,25.3,2,yes,southeast,18972.495
35,female,28.025,0,yes,northwest,20234.85475
42,male,37.18,2,no,southeast,7162.0122
48,male,35.625,4,no,northeast,10736.87075
34,male,21.375,0,no,northeast,4500.33925
19,male,27.7,0,yes,southwest,16297.846
51,male,31.635,0,no,northwest,9174.13565
59,female,27.5,0,no,southwest,12233.828
62,female,39.2,0,no,southwest,13470.86
44,male,25.365,1,no,northwest,7518.02535
47,female,24.1,1,no,southwest,26236.57997
57,male,40.945,0,no,northeast,11566.30055
37,female,30.78,0,yes,northeast,37270.1512
19,male,35.53,0,no,northwest,1646.4297
53,female,22.88,1,yes,southeast,23244.7902
20,male,30.685,0,yes,northeast,33475.81715
34,female,33.25,1,no,northeast,5594.8455
45,female,38.285,0,no,northeast,7935.29115
57,female,20.1,1,no,southwest,12032.326
52,male,33.25,0,no,northeast,9722.7695
44,female,27.645,0,no,northwest,7421.19455
56,male,32.11,1,no,northeast,11763.0009
28,female,26.315,3,no,northwest,5312.16985
56,female,35.8,1,no,southwest,11674.13
52,female,30.78,1,no,northeast,10797.3362
62,male,27.55,1,no,northwest,13937.6665
27,male,33.66,0,no,southeast,2498.4144
61,male,31.57,0,no,southeast,12557.6053
42,male,35.97,2,no,southeast,7160.3303
20,male,32.395,1,no,northwest,2362.22905
29,female,35.53,0,no,southeast,3366.6697
34,male,32.8,1,no,southwest,14358.36437
21,female,34.6,0,no,southwest,2020.177
29,male,27.2,0,no,southwest,2866.091
53,female,32.3,2,no,northeast,29186.48236
19,female,32.9,0,no,southwest,1748.774
57,male,43.7,1,no,southwest,11576.13
45,female,25.7,3,no,southwest,9101.798
38,female,19.95,2,no,northeast,7133.9025
34,female,37.335,2,no,northwest,5989.52365
39,male,32.34,2,no,southeast,6338.0756
50,female,31.6,2,no,southwest,10118.424
38,male,37.05,1,no,northeast,6079.6715
19,male,25.555,1,no,northwest,2221.56445
38,female,30.69,1,no,southeast,5976.8311
45,male,30.2,1,no,southwest,7441.053
36,male,31.5,0,no,southwest,4402.233
53,female,23.75,2,no,northeast,11729.6795
52,male,34.1,0,no,southeast,9140.951
59,female,34.8,2,no,southwest,36910.60803
48,male,30.78,3,no,northeast,10141.1362
24,male,23.4,0,no,southwest,1969.614
31,male,30.875,0,no,northeast,3857.75925
48,female,33.11,0,yes,southeast,40974.1649
32,female,29.8,2,no,southwest,5152.134
57,male,23.7,0,no,southwest,10959.33
45,male,24.035,2,no,northeast,8604.48365
23,female,32.78,2,yes,southeast,36021.0112
44,male,22.135,2,no,northeast,8302.53565
29,female,26.03,0,no,northwest,3736.4647
51,female,34.2,1,no,southwest,9872.701
42,male,35.8,2,no,southwest,7160.094
38,male,38.39,3,yes,southeast,41949.2441
28,female,33.11,0,no,southeast,3171.6149
58,female,28.215,0,no,northwest,12224.35085
30,female,21.945,1,no,northeast,4718.20355
28,female,33,2,no,southeast,4349.462
47,male,29.8,3,yes,southwest,25309.489
19,male,34.4,0,no,southwest,1261.859
36,male,28.025,1,yes,northeast,20773.62775
39,female,32.8,0,no,southwest,5649.715
39,male,34.1,2,no,southeast,23563.01618
32,female,31.54,1,no,northeast,5148.5526
20,male,35.31,1,no,southeast,27724.28875
57,male,31.54,0,no,northwest,11353.2276
43,male,20.13,2,yes,southeast,18767.7377
39,female,32.5,1,no,southwest,6238.298
57,male,34.01,0,no,northwest,11356.6609
21,female,34.6,0,no,southwest,2020.177
49,male,30.3,0,no,southwest,8116.68
40,female,28.12,1,yes,northeast,22331.5668
42,female,29.48,2,no,southeast,7640.3092
56,female,35.8,1,no,southwest,11674.13
59,male,29.7,2,no,southeast,12925.886
38,female,27.6,0,no,southwest,5383.536
28,male,36.4,1,yes,southwest,51194.55914
57,female,29.81,0,yes,southeast,27533.9129
45,male,21.375,0,no,northwest,7222.78625
52,male,36.7,0,no,southwest,9144.565
61,female,21.09,0,no,northwest,13415.0381
45,female,30.9,2,no,southwest,8520.026
32,female,24.6,0,yes,southwest,17496.306
27,male,33.155,2,no,northwest,4058.71245
39,male,35.3,2,yes,southwest,40103.89
64,female,39.7,0,no,southwest,14319.031
60,female,35.1,0,no,southwest,12644.589
33,female,38.9,3,no,southwest,5972.378
26,female,29.92,2,no,southeast,3981.9768
46,female,33.725,1,no,northeast,8823.98575
48,female,27.93,4,no,northwest,11015.1747
45,male,30.36,0,yes,southeast,62592.87309
64,male,37.905,0,no,northwest,14210.53595
40,male,29.355,1,no,northwest,6393.60345
57,female,22.23,0,no,northeast,12029.2867
48,male,40.565,2,yes,northwest,45702.02235
26,female,29.355,2,no,northeast,4564.19145
18,female,31.92,0,no,northeast,2205.9808
59,male,41.14,1,yes,southeast,48970.2476
32,male,37.18,2,no,southeast,4673.3922
23,male,41.91,0,no,southeast,1837.2819
54,male,39.6,1,no,southwest,10450.552
28,male,23.8,2,no,southwest,3847.674
22,male,37.62,1,yes,southeast,37165.1638
42,female,41.325,1,no,northeast,7650.77375
32,female,28.93,0,no,southeast,3972.9247
19,male,27.7,0,yes,southwest,16297.846
39,female,31.92,2,no,northwest,7209.4918
51,male,24.795,2,yes,northwest,23967.38305
41,male,21.78,1,no,southeast,6272.4772
52,male,41.8,2,yes,southeast,47269.854
23,female,34.865,0,no,northeast,2899.48935
39,female,24.89,3,yes,northeast,21659.9301
27,female,23.21,1,no,southeast,3561.8889
18,male,23.32,1,no,southeast,1711.0268
58,female,22.77,0,no,southeast,11833.7823
42,female,32.87,0,no,northeast,7050.0213
48,male,28,1,yes,southwest,23568.272
51,male,22.42,0,no,northeast,9361.3268
63,female,21.66,0,no,northeast,14449.8544
37,male,46.53,3,no,southeast,6435.6237
49,female,27.17,0,no,southeast,8601.3293
25,male,26.695,4,no,northwest,4877.98105
60,male,33.11,3,no,southeast,13919.8229
45,female,38.285,0,no,northeast,7935.29115
41,male,23.94,1,no,northeast,6858.4796
33,male,27.1,1,yes,southwest,19040.876
38,female,28,3,no,southwest,7151.092
43,male,20.13,2,yes,southeast,18767.7377
19,female,25.745,1,no,northwest,2710.82855
47,female,45.32,1,no,southeast,8569.8618
34,male,34.21,0,no,southeast,3935.1799
60,male,24.32,0,no,northwest,12523.6048
57,female,31.825,0,no,northwest,11842.62375
19,male,20.7,0,no,southwest,1242.816
37,male,28.025,2,no,northwest,6203.90175
48,male,36.67,1,no,northwest,28468.91901
50,male,31.825,0,yes,northeast,41097.16175
18,male,26.125,0,no,northeast,1708.92575
47,male,19.57,1,no,northwest,8428.0693
35,female,26.125,0,no,northeast,5227.98875
29,male,22.895,0,yes,northeast,16138.76205
51,female,37.73,1,no,southeast,9877.6077
46,female,34.6,1,yes,southwest,41661.602
44,female,38.95,0,yes,northwest,42983.4585
31,male,38.39,2,no,southeast,4463.2051
46,female,27.72,1,no,southeast,8232.6388
53,male,29.48,0,no,southeast,9487.6442
46,male,30.495,3,yes,northwest,40720.55105
29,male,29.64,1,no,northeast,20277.80751
28,female,27.5,2,no,southwest,20177.67113
54,male,30.21,0,no,northwest,10231.4999
49,female,31.9,5,no,southwest,11552.904
61,female,35.91,0,no,northeast,13635.6379
42,female,32.87,0,no,northeast,7050.0213
49,female,36.63,3,no,southeast,10381.4787
52,female,24.13,1,yes,northwest,23887.6627
40,female,22.22,2,yes,southeast,19444.2658
61,male,36.3,1,yes,southwest,47403.88
52,female,38.38,2,no,northeast,11396.9002
58,female,25.2,0,no,southwest,11837.16
30,male,31.57,3,no,southeast,4837.5823
40,female,23.37,3,no,northeast,8252.2843
48,female,33.33,0,no,southeast,8283.6807
18,female,21.66,0,yes,northeast,14283.4594
29,male,22.515,3,no,northeast,5209.57885
23,female,23.18,2,no,northwest,14426.07385
22,male,31.35,1,no,northwest,2643.2685
21,male,36.85,0,no,southeast,1534.3045
30,female,32.4,1,no,southwest,4149.736
29,female,38.83,3,no,southeast,5138.2567
41,male,34.21,1,no,southeast,6289.7549
43,female,20.045,2,yes,northeast,19798.05455
36,male,34.43,0,yes,southeast,37742.5757
61,male,33.915,0,no,northeast,13143.86485
25,male,33.66,4,no,southeast,4504.6624
58,female,29,0,no,southwest,11842.442
54,male,25.1,3,yes,southwest,25382.297
61,female,39.1,2,no,southwest,14235.072
42,female,29.48,2,no,southeast,7640.3092
23,female,34.865,0,no,northeast,2899.48935
40,male,25.08,0,no,southeast,5415.6612
59,female,27.72,3,no,southeast,14001.1338
48,male,40.565,2,yes,northwest,45702.02235
29,female,25.6,4,no,southwest,5708.867
31,female,25.74,0,no,southeast,3756.6216
34,male,25.27,1,no,northwest,4894.7533
42,female,23.37,0,yes,northeast,19964.7463
39,female,23.87,5,no,southeast,8582.3023
46,male,27.6,0,no,southwest,24603.04837
21,male,26.03,0,no,northeast,2102.2647
26,female,29.64,4,no,northeast,24671.66334
20,female,37,5,no,southwest,4830.63
35,female,34.21,1,no,southeast,5245.2269
43,female,34.58,1,no,northwest,7727.2532
19,male,35.4,0,no,southwest,1263.249
47,female,27.645,2,yes,northwest,24535.69855
45,male,24.31,5,no,southeast,9788.8659
38,male,27.835,2,no,northwest,6455.86265
25,female,41.325,0,no,northeast,17878.90068
27,female,36.08,0,yes,southeast,37133.8982
38,male,34.7,2,no,southwest,6082.405
18,female,39.82,0,no,southeast,1633.9618
44,male,31.35,1,yes,northeast,39556.4945
23,male,27.36,1,no,northwest,2789.0574
41,female,28.31,1,no,northwest,7153.5539
34,male,42.13,2,no,southeast,5124.1887
41,male,28.8,1,no,southwest,6282.235
49,female,23.18,2,no,northwest,10156.7832
23,female,28.31,0,yes,northwest,18033.9679
28,male,26.98,2,no,northeast,4435.0942
27,male,32.585,3,no,northeast,4846.92015
54,male,25.1,3,yes,southwest,25382.297
38,male,31,1,no,southwest,5488.262
26,female,22.23,0,no,northwest,3176.2877
37,male,37.07,1,yes,southeast,39871.7043
60,female,24.035,0,no,northwest,13012.20865
62,female,38.095,2,no,northeast,15230.32405
33,male,24.605,2,no,northwest,5257.50795
59,male,27.5,1,no,southwest,12333.828
30,female,21.945,1,no,northeast,4718.20355
64,male,36.96,2,yes,southeast,49577.6624
46,female,35.53,0,yes,northeast,42111.6647
41,female,33.155,3,no,northeast,8538.28845
45,female,35.3,0,no,southwest,7348.142
55,female,26.8,1,no,southwest,35160.13457
24,female,25.27,0,no,northeast,3044.2133
24,female,33.345,0,no,northwest,2855.43755
49,female,21.3,1,no,southwest,9182.17
34,male,34.21,0,no,southeast,3935.1799
43,female,32.56,3,yes,southeast,40941.2854
47,female,26.6,2,no,northeast,9715.841
29,male,33.345,2,no,northwest,19442.3535
50,male,26.6,0,no,southwest,8444.474
63,male,35.09,0,yes,southeast,47055.5321
30,male,35.3,0,yes,southwest,36837.467
44,male,34.32,1,no,southeast,7147.4728
24,female,29.925,0,no,northwest,2850.68375
48,male,29.7,0,no,southeast,7789.635
47,male,28.215,3,yes,northwest,24915.22085
45,male,33.7,1,no,southwest,7445.918
19,male,25.555,0,no,northwest,1632.56445
23,female,33.4,0,no,southwest,10795.93733
59,male,27.5,1,no,southwest,12333.828
45,female,39.995,3,no,northeast,9704.66805
64,female,30.115,3,no,northwest,16455.70785
52,male,36.765,2,no,northwest,26467.09737
38,female,30.21,3,no,northwest,7537.1639
50,male,32.11,2,no,northeast,25333.33284
47,male,19.57,1,no,northwest,8428.0693
24,male,40.15,0,yes,southeast,38126.2465
41,male,35.75,1,yes,southeast,40273.6455
52,male,34.485,3,yes,northwest,60021.39897
18,male,21.47,0,no,northeast,1702.4553
29,female,25.9,0,no,southwest,3353.284
39,male,45.43,2,no,southeast,6356.2707
18,female,40.26,0,no,southeast,1634.5734
59,female,27.72,3,no,southeast,14001.1338
32,male,37.18,2,no,southeast,4673.3922
20,male,33,1,no,southwest,1980.07
18,male,35.2,1,no,southeast,1727.54
44,male,39.52,0,no,northwest,6948.7008
48,male,31.445,1,no,northeast,8964.06055
29,female,21.85,0,yes,northeast,16115.3045
51,male,24.415,4,no,northwest,11520.09985
54,female,46.7,2,no,southwest,11538.421
41,male,21.78,1,no,southeast,6272.4772
43,male,32.6,2,no,southwest,7441.501
61,female,33.33,4,no,southeast,36580.28216
21,male,36.86,0,no,northwest,1917.3184
30,male,37.8,2,yes,southwest,39241.442
35,male,34.77,2,no,northwest,5729.0053
54,female,32.68,0,no,northeast,10923.9332
19,male,31.92,0,yes,northwest,33750.2918
42,male,26.315,1,no,northwest,6940.90985
20,female,22.42,0,yes,northwest,14711.7438
23,male,17.385,1,no,northwest,2775.19215
55,female,37.1,0,no,southwest,10713.644
42,female,24.985,2,no,northwest,8017.06115
29,male,35.5,2,yes,southwest,44585.45587
30,female,28.38,1,yes,southeast,19521.9682
38,male,28.27,1,no,southeast,5484.4673
58,female,36.48,0,no,northwest,12235.8392
32,male,37.335,1,no,northeast,4667.60765
24,male,29.83,0,yes,northeast,18648.4217
49,female,21.3,1,no,southwest,9182.17
25,female,23.465,0,no,northeast,3206.49135
58,male,30.305,0,no,northeast,11938.25595
60,female,18.335,0,no,northeast,13204.28565
39,female,26.315,2,no,northwest,7201.70085
20,female,33,0,no,southeast,1880.07
36,male,33.4,2,yes,southwest,38415.474
53,male,36.6,3,no,southwest,11264.541
27,female,32.395,1,no,northeast,18903.49141
38,female,27.835,2,no,northeast,7144.86265
39,female,23.275,3,no,northeast,7986.47525
59,female,36.52,1,no,southeast,28287.89766
48,male,31.445,1,no,northeast,8964.06055
37,male,22.705,3,no,northeast,6985.50695
55,female,32.775,2,no,northwest,12268.63225
24,female,33.345,0,no,northwest,2855.43755
54,female,32.68,0,no,northeast,10923.9332
22,male,33.77,0,no,southeast,1674.6323
22,female,28.05,0,no,southeast,2155.6815
63,female,27.74,0,yes,northeast,29523.1656
19,male,34.9,0,yes,southwest,34828.654
29,male,22.515,3,no,northeast,5209.57885
21,male,25.7,4,yes,southwest,17942.106
62,male,39.93,0,no,southeast,12982.8747
32,male,33.63,1,yes,northeast,37607.5277
42,female,37.9,0,no,southwest,6474.013
45,male,20.35,3,no,southeast,8605.3615
58,female,28.215,0,no,northwest,12224.35085
58,male,36.955,2,yes,northwest,47496.49445
28,male,24.3,5,no,southwest,5615.369
46,male,43.89,3,no,southeast,8944.1151
23,male,23.845,0,no,northeast,2395.17155
57,male,33.63,1,no,northwest,11945.1327
26,female,28.785,0,no,northeast,3385.39915
34,female,27.72,0,no,southeast,4415.1588
39,female,34.1,3,no,southwest,7418.522
53,male,20.9,0,yes,southeast,21195.818
44,female,32.34,1,no,southeast,7633.7206
35,male,17.86,1,no,northwest,5116.5004
55,male,30.685,0,yes,northeast,42303.69215
27,female,24.75,0,yes,southeast,16577.7795
35,male,38.6,1,no,southwest,4762.329
59,male,28.785,0,no,northwest,12129.61415
18,female,32.12,2,no,southeast,2801.2588
20,male,30.115,5,no,northeast,4915.05985
26,female,34.2,2,no,southwest,3987.926
54,male,25.46,1,no,northeast,25517.11363
34,male,34.675,0,no,northeast,4518.82625
36,male,33.4,2,yes,southwest,38415.474
51,male,35.97,1,no,southeast,9386.1613
31,female,36.63,2,no,southeast,4949.7587
27,male,45.9,2,no,southwest,3693.428
52,male,32.775,3,no,northwest,11289.10925
37,male,29.83,2,no,northeast,6406.4107
24,female,39.49,0,no,southeast,2480.9791
40,male,26.315,1,no,northwest,6389.37785
61,male,23.655,0,no,northeast,13129.60345
38,female,34.8,2,no,southwest,6571.544
51,male,35.97,1,no,southeast,9386.1613
23,female,33.4,0,no,southwest,10795.93733
55,male,29.9,0,no,southwest,10214.636
29,female,27.94,1,yes,southeast,19107.7796
51,male,37,0,no,southwest,8798.593
19,female,28.88,0,yes,northwest,17748.5062
46,female,35.53,0,yes,northeast,42111.6647
33,female,36.29,3,no,northeast,6551.7501
49,female,36.63,3,no,southeast,10381.4787
52,female,24.86,0,no,southeast,27117.99378
18,female,38.28,0,no,southeast,14133.03775
29,male,31.73,2,no,northwest,4433.3877
31,male,31.065,3,no,northwest,5425.02335
25,female,33.99,1,no,southeast,3227.1211
64,male,25.6,2,no,southwest,14988.432
21,male,28.975,0,no,northwest,1906.35825
41,male,40.26,0,no,southeast,5709.1644
49,female,29.925,0,no,northwest,8988.15875
53,male,36.6,3,no,southwest,11264.541
21,male,31.02,0,no,southeast,16586.49771
33,female,39.82,1,no,southeast,4795.6568
45,male,28.7,2,no,southwest,8027.968
55,male,38.28,0,no,southeast,10226.2842
24,female,30.21,3,no,northwest,4618.0799
42,male,26.9,0,no,southwest,5969.723
37,male,34.1,4,yes,southwest,40182.246
54,male,21.01,2,no,southeast,11013.7119
21,female,33.63,2,no,northwest,3579.8287
62,female,26.29,0,yes,southeast,27808.7251
22,male,52.58,1,yes,southeast,44501.3982
30,male,27.645,1,no,northeast,4237.12655
61,female,22.04,0,no,northeast,13616.3586
25,female,34.485,0,no,northwest,3021.80915
62,female,32.965,3,no,northwest,15612.19335
19,female,31.825,1,no,northwest,2719.27975
45,male,23.56,2,no,northeast,8603.8234
26,male,31.065,0,no,northwest,2699.56835
36,female,22.6,2,yes,southwest,18608.262
27,female,20.045,3,yes,northwest,16420.49455
19,female,24.7,0,no,southwest,1737.376
54,male,21.01,2,no,southeast,11013.7119
19,male,29.07,0,yes,northwest,17352.6803
48,male,29.7,0,no,southeast,7789.635
32,female,29.735,0,no,northwest,4357.04365
20,male,28.025,1,yes,northwest,17560.37975
44,male,25.365,1,no,northwest,7518.02535
26,male,27.06,0,yes,southeast,17043.3414
30,male,31.57,3,no,southeast,4837.5823
45,female,25.7,3,no,southwest,9101.798
40,male,41.69,0,no,southeast,5438.7491
47,female,33.915,3,no,northwest,10115.00885
49,male,30.9,0,yes,southwest,39727.614
62,male,32.11,0,no,northeast,13555.0049
54,male,24.035,0,no,northeast,10422.91665
28,female,24.32,1,no,northeast,23288.9284
52,female,31.73,2,no,northwest,11187.6567
45,male,30.495,2,no,northwest,8413.46305
59,male,41.14,1,yes,southeast,48970.2476
59,male,28.785,0,no,northwest,12129.61415
48,female,41.23,4,no,northwest,11033.6617
24,female,24.225,0,no,northwest,2842.76075
59,male,24.7,0,no,northeast,12323.936
52,female,37.4,0,no,southwest,9634.538
37,male,29.64,0,no,northwest,5028.1466
28,female,25.8,0,no,southwest,3161.454
61,female,28.2,0,no,southwest,13041.921
28,female,34.77,0,no,northwest,3556.9223
34,female,26.73,1,no,southeast,5002.7827
40,male,25.08,0,no,southeast,5415.6612
34,female,38,3,no,southwest,6196.448
63,male,31.445,0,no,northeast,13974.45555
18,male,21.565,0,yes,northeast,13747.87235
24,female,27.6,0,no,southwest,18955.22017
18,female,39.82,0,no,southeast,1633.9618
53,male,28.88,0,no,northwest,9869.8102
21,female,34.6,0,no,southwest,2020.177
23,male,34.4,0,no,southwest,1826.843
24,male,28.5,0,yes,northeast,35147.52848
18,male,37.29,0,no,southeast,1141.4451
27,male,42.13,0,yes,southeast,39611.7577
26,female,29.355,2,no,northeast,4564.19145
42,female,25.3,1,no,southwest,7045.499
25,male,24.13,0,yes,northwest,15817.9857
50,male,26.41,0,no,northwest,8827.2099
37,male,30.875,3,no,northwest,6796.86325
28,male,23.8,2,no,southwest,3847.674
18,male,30.4,3,no,northeast,3481.868
63,male,36.765,0,no,northeast,13981.85035
55,female,29.7,2,no,southwest,11881.358
58,female,41.91,0,no,southeast,24227.33724
54,male,33.63,1,no,northwest,10825.2537
38,female,27.835,2,no,northeast,7144.86265
46,male,39.425,1,no,northeast,8342.90875
31,female,25.8,2,no,southwest,4934.705
18,male,29.37,1,no,southeast,1719.4363
21,female,32.68,2,no,northwest,26018.95052
59,male,26.4,0,no,southeast,11743.299
49,female,27.17,0,no,southeast,8601.3293
25,male,33.33,2,yes,southeast,36124.5737
18,female,38.17,0,no,southeast,1631.6683
25,male,33.33,2,yes,southeast,36124.5737
24,male,31.065,0,yes,northeast,34254.05335
34,female,19,3,no,northeast,6753.038
49,male,36.85,0,no,southeast,8125.7845
61,female,36.385,1,yes,northeast,48517.56315
40,male,30.875,4,no,northwest,8162.71625
20,female,24.42,0,yes,southeast,26125.67477
40,female,28.69,3,no,northwest,8059.6791
37,male,28.025,2,no,northwest,6203.90175
41,male,30.59,2,no,northwest,7256.7231
18,male,15.96,0,no,northeast,1694.7964
31,male,26.885,1,no,northeast,4441.21315
40,male,41.23,1,no,northeast,6610.1097
43,female,35.72,2,no,northeast,19144.57652
23,male,50.38,1,no,southeast,2438.0552
55,female,25.365,3,no,northeast,13047.33235
54,male,32.775,0,no,northeast,10435.06525
51,female,33.915,0,no,northeast,9866.30485
45,female,25.7,3,no,southwest,9101.798
55,female,32.395,1,no,northeast,11879.10405
49,male,35.86,0,no,southeast,8124.4084
19,male,36.955,0,yes,northwest,36219.40545
49,female,27.1,1,no,southwest,26140.3603
29,female,26.03,0,no,northwest,3736.4647
22,male,19.95,3,no,northeast,4005.4225
37,male,34.2,1,yes,northeast,39047.285
49,male,25.6,2,yes,southwest,23306.547
55,female,30.5,0,no,southwest,10704.47
61,female,36.385,1,yes,northeast,48517.56315
56,male,31.79,2,yes,southeast,43813.8661
41,male,32.2,2,no,southwest,6875.961
54,female,35.815,3,no,northwest,12495.29085