age,sex,bmi,children,smoker,region,charges
64,female,39.33,0,no,northeast,14901.5167
47,female,27.83,0,yes,southeast,23065.4207
52,female,33.3,2,no,southwest,10806.839
33,female,22.135,1,no,northeast,5354.07465
30,male,31.4,1,no,southwest,3659.346
60,female,27.55,0,no,northeast,13217.0945
21,male,28.975,0,no,northwest,1906.35825
45,male,20.35,3,no,southeast,8605.3615
58,male,38.0,0,no,southwest,11365.952
37,female,29.5,2,no,southwest,6311.952
45,female,39.995,3,no,northeast,9704.66805
40,male,41.69,0,no,southeast,5438.7491
58,male,23.3,0,no,southwest,11345.519
24,male,23.4,0,no,southwest,1969.614
18,male,31.68,2,yes,southeast,34303.1672
48,male,30.78,3,no,northeast,10141.1362
42,female,29.0,1,no,southwest,7050.642
59,male,37.1,1,no,southwest,12347.172
32,male,37.18,2,no,southeast,4673.3922
50,male,32.3,1,yes,northeast,41919.097
18,male,25.46,0,no,northeast,1708.0014
52,male,34.1,0,no,southeast,9140.951
27,male,31.13,1,yes,southeast,34806.4677
29,female,29.59,1,no,southeast,3947.4131
46,female,28.9,2,no,southwest,8823.279
48,male,28.0,1,yes,southwest,23568.272
38,female,27.835,2,no,northeast,7144.86265
43,female,30.685,2,no,northwest,8310.83915
46,female,32.3,2,no,northeast,9411.005
49,male,28.69,3,no,northwest,10264.4421
62,female,32.68,0,no,northwest,13844.7972
33,male,35.75,1,yes,southeast,38282.7495
19,male,19.8,0,no,southwest,1241.565
46,female,27.72,1,no,southeast,8232.6388
53,female,28.1,3,no,southwest,11741.726
23,female,32.78,2,yes,southeast,36021.0112
18,female,35.625,0,no,northeast,2211.13075
19,female,24.7,0,no,southwest,1737.376
57,female,23.18,0,no,northwest,11830.6072
54,female,47.41,0,yes,southeast,63770.42801
19,female,27.9,0,yes,southwest,16884.924
61,female,25.08,0,no,southeast,24513.09126
60,female,25.84,0,no,northwest,28923.13692
20,female,31.46,0,no,southeast,1877.9294
64,female,26.885,0,yes,northwest,29330.98315
18,female,26.73,0,no,southeast,1615.7667
46,female,35.53,0,yes,northeast,42111.6647
19,male,25.555,0,no,northwest,1632.56445
40,female,32.775,2,yes,northwest,40003.33225
34,female,26.41,1,no,northwest,5385.3379
44,female,36.955,1,no,northwest,8023.13545
54,male,32.775,0,no,northeast,10435.06525
58,female,28.215,0,no,northwest,12224.35085
22,male,31.73,0,no,northeast,2254.7967
19,female,23.4,2,no,southwest,2913.569
43,male,30.1,1,no,southwest,6849.026
63,female,26.98,0,yes,northwest,28950.4692
32,female,41.1,0,no,southwest,3989.841
58,male,34.865,0,no,northeast,11944.59435
61,female,39.1,2,no,southwest,14235.072
53,female,36.86,3,yes,northwest,46661.4424
31,male,31.065,3,no,northwest,5425.02335
24,male,26.79,1,no,northwest,12609.88702
38,female,27.6,0,no,southwest,5383.536
39,female,34.1,3,no,southwest,7418.522
45,male,24.31,5,no,southeast,9788.8659
51,female,20.6,0,no,southwest,9264.797
51,male,33.33,3,no,southeast,10560.4917
48,female,32.3,2,no,northeast,10043.249
54,female,21.47,3,no,northwest,12475.3513
63,female,26.22,0,no,northwest,14256.1928
36,male,28.88,3,no,northeast,6748.5912
23,female,23.18,2,no,northwest,14426.07385
52,male,32.775,3,no,northwest,11289.10925
64,male,40.48,0,no,southeast,13831.1152
29,female,26.03,0,no,northwest,3736.4647
20,female,28.975,0,no,northwest,2257.47525
48,female,22.8,0,no,southwest,8269.044
51,male,37.0,0,no,southwest,8798.593
36,female,27.74,0,no,northeast,5469.0066
24,female,33.99,0,no,southeast,2473.3341
55,male,37.715,3,no,northwest,30063.58055
36,male,35.2,1,yes,southeast,38709.176
38,male,28.025,1,no,northeast,6067.12675
19,female,32.49,0,yes,northwest,36898.73308
45,male,27.5,3,no,southwest,8615.3
19,female,27.93,3,no,northwest,18838.70366
47,male,47.52,1,no,southeast,8083.9198
64,male,25.6,2,no,southwest,14988.432
46,male,27.6,0,no,southwest,24603.04837
58,male,28.595,0,no,northwest,11735.87905
32,male,35.2,2,no,southwest,4670.64
21,male,31.1,0,no,southwest,1526.312
25,female,34.485,0,no,northwest,3021.80915
24,female,25.27,0,no,northeast,3044.2133
63,female,37.7,0,yes,southwest,48824.45
59,female,26.505,0,no,northeast,12815.44495
46,male,39.425,1,no,northeast,8342.90875
28,female,23.845,2,no,northwest,4719.73655
61,female,36.385,1,yes,northeast,48517.56315
56,male,39.6,0,no,southwest,10601.412
51,male,24.795,2,yes,northwest,23967.38305
55,male,28.975,0,no,northeast,10796.35025
60,male,25.74,0,no,southeast,12142.5786
62,male,31.46,1,no,southeast,27000.98473
32,male,37.335,1,no,northeast,4667.60765
29,female,20.235,2,no,northwest,4906.40965
37,female,27.74,3,no,northwest,7281.5056
19,female,17.8,0,no,southwest,1727.785
54,male,34.21,2,yes,southeast,44260.7499
41,female,37.1,2,no,southwest,7371.772
23,male,41.91,0,no,southeast,1837.2819
38,female,34.8,2,no,southwest,6571.544
18,female,25.08,0,no,northeast,2196.4732
60,female,35.1,0,no,southwest,12644.589
35,female,23.465,2,no,northeast,6402.29135
39,female,32.8,0,no,southwest,5649.715
55,female,29.83,0,no,northeast,11286.5387
33,male,33.44,5,no,southeast,6653.7886
43,male,38.06,2,yes,southeast,42560.4304
47,male,25.46,2,no,northeast,9225.2564
19,female,35.15,0,no,northwest,2134.9015
18,female,39.16,0,no,southeast,1633.0444
62,female,39.2,0,no,southwest,13470.86
20,male,32.395,1,no,northwest,2362.22905
48,female,33.33,0,no,southeast,8283.6807
18,male,23.21,0,no,southeast,1121.8739
29,female,31.16,0,no,northeast,3943.5954
48,female,32.23,1,no,southeast,8871.1517
28,male,24.3,5,no,southwest,5615.369
58,female,41.91,0,no,southeast,24227.33724
22,male,26.84,0,no,southeast,1664.9996
27,female,24.1,0,no,southwest,2974.126
55,female,29.7,2,no,southwest,11881.358
18,male,30.14,0,no,southeast,1131.5066
44,male,30.2,2,yes,southwest,38998.546
60,male,24.32,1,no,northwest,13112.6048
51,female,34.1,0,no,southeast,9283.562
21,female,35.72,0,no,northwest,2404.7338
55,female,32.395,1,no,northeast,11879.10405
29,male,22.895,0,yes,northeast,16138.76205
57,male,31.54,0,no,northwest,11353.2276
57,female,29.81,0,yes,southeast,27533.9129
23,male,26.51,0,no,southeast,1815.8759
48,female,36.575,0,no,northwest,8671.19125
29,female,35.53,0,no,southeast,3366.6697
60,female,28.7,1,no,southwest,13224.693
63,female,31.8,0,no,southwest,13880.949
47,female,29.545,1,no,northwest,8930.93455
19,female,33.11,0,yes,southeast,34439.8559
32,female,23.65,1,no,southeast,17626.23951
44,male,29.735,2,no,northeast,32108.66282
19,female,25.745,1,no,northwest,2710.82855
60,male,33.11,3,no,southeast,13919.8229
30,male,28.69,3,yes,northwest,20745.9891
41,female,33.06,2,no,northwest,7749.1564
25,male,27.55,0,no,northwest,2523.1695
30,male,35.3,0,yes,southwest,36837.467
52,female,23.18,0,no,northeast,10197.7722
55,female,26.8,1,no,southwest,35160.13457
58,female,39.05,0,no,southeast,11856.4115
59,male,29.83,3,yes,northeast,30184.9367
19,male,27.835,0,no,northwest,1635.73365
28,male,35.435,0,no,northeast,3268.84665
43,female,24.7,2,yes,northwest,21880.82
61,female,22.04,0,no,northeast,13616.3586
59,female,31.35,0,no,northwest,12622.1795
55,male,21.5,1,no,southwest,10791.96
19,male,25.175,0,no,northwest,1632.03625
54,male,25.46,1,no,northeast,25517.11363
32,male,46.53,2,no,southeast,4686.3887
64,female,30.115,3,no,northwest,16455.70785
31,female,25.74,0,no,southeast,3756.6216
32,male,30.03,1,no,southeast,4074.4537
48,male,40.565,2,yes,northwest,45702.02235
23,male,31.73,3,yes,northeast,36189.1017
47,female,24.32,0,no,northeast,8534.6718
51,female,34.96,2,yes,northeast,44641.1974
20,male,33.0,1,no,southwest,1980.07
44,male,31.35,1,yes,northeast,39556.4945
63,female,25.08,0,no,northwest,14254.6082
57,female,28.785,4,no,northeast,14394.39815
42,female,26.18,1,no,southeast,7046.7222
43,male,35.31,2,no,southeast,18806.14547
21,male,27.36,0,no,northeast,2104.1134
60,male,29.64,0,no,northeast,12730.9996
62,male,37.4,0,no,southwest,12979.358
54,male,30.02,0,no,northwest,24476.47851
26,male,20.8,0,no,southwest,2302.3
48,female,33.11,0,yes,southeast,40974.1649
18,male,30.03,1,no,southeast,1720.3537
41,male,30.78,3,yes,northeast,39597.4072
40,male,26.315,1,no,northwest,6389.37785
62,male,32.11,0,no,northeast,13555.0049
18,male,26.18,2,no,southeast,2304.0022
59,female,32.395,3,no,northeast,14590.63205
25,male,24.985,2,no,northeast,23241.47453
22,female,28.05,0,no,southeast,2155.6815
63,male,41.325,3,no,northwest,15555.18875
33,female,42.94,3,no,northwest,6360.9936
50,female,44.745,0,no,northeast,9541.69555
39,female,26.315,2,no,northwest,7201.70085
27,male,30.3,3,no,southwest,4260.744
32,female,31.54,1,no,northeast,5148.5526
43,male,20.13,2,yes,southeast,18767.7377
63,male,33.1,0,no,southwest,13393.756
61,male,28.31,1,yes,northwest,28868.6639
23,male,23.845,0,no,northeast,2395.17155
30,female,28.38,1,yes,southeast,19521.9682
49,female,36.63,3,no,southeast,10381.4787
56,male,33.66,4,no,southeast,12949.1554
35,female,34.21,1,no,southeast,5245.2269
37,female,17.29,2,no,northeast,6877.9801
46,male,25.745,3,no,northwest,9301.89355
51,female,18.05,0,no,northwest,9644.2525
49,male,25.84,1,no,northeast,9282.4806
30,male,38.83,1,no,southeast,18963.17192
43,female,46.2,0,yes,southeast,45863.205
53,male,36.6,3,no,southwest,11264.541
22,female,39.805,0,no,northeast,2755.02095
52,male,26.4,3,no,southeast,25992.82104
37,female,47.6,2,yes,southwest,46113.511
30,female,33.33,1,no,southeast,4151.0287
18,female,31.92,0,no,northeast,2205.9808
58,female,25.2,0,no,southwest,11837.16
33,male,24.795,0,yes,northeast,17904.52705
37,male,30.8,0,no,southwest,4646.759
61,male,33.535,0,no,northeast,13143.33665
30,male,24.4,3,yes,southwest,18259.216
19,female,24.605,1,no,northwest,2709.24395
41,male,35.75,1,yes,southeast,40273.6455
21,male,23.21,0,no,southeast,1515.3449
49,female,21.3,1,no,southwest,9182.17
59,female,26.695,3,no,northwest,14382.70905
28,male,22.515,2,no,northeast,4428.88785
39,male,29.925,1,yes,northeast,22462.04375
48,female,28.9,0,no,southwest,8277.523
19,male,35.4,0,no,southwest,1263.249
64,male,23.76,0,yes,southeast,26926.5144
40,male,22.705,2,no,northeast,7173.35995
55,male,32.775,0,no,northwest,10601.63225
44,female,32.34,1,no,southeast,7633.7206
63,male,30.8,0,no,southwest,13390.559
31,male,25.9,3,yes,southwest,19199.944
30,male,37.43,3,no,northeast,5428.7277
21,female,25.8,0,no,southwest,2007.945
24,female,39.49,0,no,southeast,2480.9791
53,female,37.43,1,no,northwest,10959.6947
36,male,28.595,3,no,northwest,6548.19505
28,female,26.315,3,no,northwest,5312.16985
54,female,32.68,0,no,northeast,10923.9332
62,male,38.83,0,no,southeast,12981.3457
57,male,43.7,1,no,southwest,11576.13
58,female,36.48,0,no,northwest,12235.8392
25,male,25.84,1,no,northeast,3309.7926
31,female,23.6,2,no,southwest,4931.647
18,male,34.1,0,no,southeast,1137.011
27,male,23.1,0,no,southeast,2483.736
21,male,25.745,2,no,northeast,3279.86855
36,female,22.135,3,no,northeast,7228.21565
50,male,32.3,2,no,southwest,9630.397
48,female,27.36,1,no,northeast,9447.3824
35,female,26.125,0,no,northeast,5227.98875
19,male,17.48,0,no,northwest,1621.3402
64,female,22.99,0,yes,southeast,27037.9141
25,male,45.54,2,yes,southeast,42112.2356
55,male,32.67,1,no,southeast,10807.4863
31,male,38.39,2,no,southeast,4463.2051
18,female,42.24,0,yes,southeast,38792.6856
30,female,21.945,1,no,northeast,4718.20355
21,male,36.85,0,no,southeast,1534.3045
33,female,35.53,0,yes,northwest,55135.40209
28,male,26.98,2,no,northeast,4435.0942
24,female,23.21,0,no,southeast,25081.76784
57,male,42.13,1,yes,southeast,48675.5177
19,male,27.265,2,no,northwest,22493.65964
36,male,33.4,2,yes,southwest,38415.474
45,male,36.48,2,yes,northwest,42760.5022
53,male,30.495,0,no,northeast,10072.05505
63,female,23.085,0,no,northeast,14451.83515
18,female,30.115,0,no,northeast,2203.47185
61,male,36.1,3,no,southwest,27941.28758
57,male,40.945,0,no,northeast,11566.30055
19,female,32.9,0,no,southwest,1748.774
59,male,41.14,1,yes,southeast,48970.2476
40,male,24.97,2,no,southeast,6593.5083
51,male,22.42,0,no,northeast,9361.3268
45,female,31.79,0,no,southeast,17929.30337
21,female,16.815,1,no,northeast,3167.45585
40,female,22.22,2,yes,southeast,19444.2658
37,male,30.875,3,no,northwest,6796.86325
38,female,40.15,0,no,southeast,5400.9805
21,female,32.68,2,no,northwest,26018.95052
18,female,38.28,0,no,southeast,14133.03775
53,male,31.16,1,no,northwest,10461.9794
64,male,39.16,1,no,southeast,14418.2804
64,male,38.19,0,no,northeast,14410.9321
25,male,30.59,0,no,northeast,2727.3951
18,female,38.28,0,no,southeast,1631.8212
60,female,30.5,0,no,southwest,12638.195
40,male,29.9,2,no,southwest,6600.361
57,female,22.23,0,no,northeast,12029.2867
27,female,20.045,3,yes,northwest,16420.49455
33,male,35.245,0,no,northeast,12404.8791
27,female,21.47,0,no,northwest,3353.4703
52,male,47.74,1,no,southeast,9748.9106
18,male,30.4,3,no,northeast,3481.868
50,male,26.6,0,no,southwest,8444.474
56,male,40.3,0,no,southwest,10602.385
33,female,28.27,1,no,southeast,4779.6023
26,female,19.8,1,no,southwest,3378.91
52,male,33.25,0,no,northeast,9722.7695
51,male,39.7,1,no,southwest,9391.346
24,male,29.3,0,no,southwest,1977.815
21,male,23.75,2,no,northwest,3077.0955
21,female,39.49,0,no,southeast,2026.9741
51,male,25.4,0,no,southwest,8782.469
40,male,19.8,1,yes,southeast,17179.522
29,male,37.29,2,no,southeast,4058.1161
37,female,26.4,0,yes,southeast,19539.243
22,male,52.58,1,yes,southeast,44501.3982
31,male,26.885,1,no,northeast,4441.21315
53,female,33.25,0,no,northeast,10564.8845
23,female,42.75,1,yes,northeast,40904.1995
18,female,27.28,3,yes,southeast,18223.4512
26,female,17.195,2,yes,northeast,14455.64405
45,male,23.56,2,no,northeast,8603.8234
30,female,30.9,3,no,southwest,5325.651
39,female,34.32,5,no,southeast,8596.8278
35,female,28.025,0,yes,northwest,20234.85475
19,male,33.1,0,no,southwest,23082.95533
49,male,29.83,1,no,northeast,9288.0267
32,male,31.5,1,no,southwest,4076.497
22,female,28.82,0,no,southeast,2156.7518
60,female,18.335,0,no,northeast,13204.28565
56,male,32.11,1,no,northeast,11763.0009
42,male,24.605,2,yes,northeast,21259.37795
26,male,17.67,0,no,northwest,2680.9493
55,male,33.0,0,no,southeast,20781.48892
28,male,33.82,0,no,northwest,19673.33573
18,male,33.66,0,no,southeast,1136.3994
51,female,38.06,0,yes,southeast,44400.4064
23,male,32.56,0,no,southeast,1824.2854
42,male,24.64,0,yes,southeast,19515.5416
20,male,35.31,1,no,southeast,27724.28875
42,female,40.37,2,yes,southeast,43896.3763
21,female,21.85,1,yes,northeast,15359.1045
51,female,37.73,1,no,southeast,9877.6077
32,female,17.765,2,yes,northwest,32734.1863
49,female,34.77,1,no,northwest,9583.8933
31,female,32.68,1,no,northwest,4738.2682
24,female,30.1,3,no,southwest,4234.927
36,female,22.6,2,yes,southwest,18608.262
32,female,24.6,0,yes,southwest,17496.306
41,male,32.2,2,no,southwest,6875.961
64,male,24.7,1,no,northwest,30166.61817
43,male,26.03,0,no,northeast,6837.3687
50,female,46.09,1,no,southeast,9549.5651
51,female,40.66,0,no,northeast,9875.6804
56,male,34.43,0,no,southeast,10594.2257
59,male,27.5,1,no,southwest,12333.828
42,female,41.325,1,no,northeast,7650.77375
21,female,34.6,0,no,southwest,2020.177
30,female,28.405,1,no,northwest,4527.18295
31,female,21.755,0,no,northwest,4134.08245
31,female,29.26,1,no,southeast,4350.5144
53,female,38.06,3,no,southeast,20462.99766
42,female,24.985,2,no,northwest,8017.06115
18,female,31.13,0,no,southeast,1621.8827
36,male,33.82,1,no,northwest,5377.4578
23,female,33.4,0,no,southwest,10795.93733
35,male,27.74,2,yes,northeast,20984.0936
33,male,24.605,2,no,northwest,5257.50795
19,male,26.03,1,yes,northwest,16450.8947
46,male,40.375,2,no,northwest,8733.22925
58,male,49.06,0,no,southeast,11381.3254
49,female,27.17,0,no,southeast,8601.3293
18,male,43.01,0,no,southeast,1149.3959
41,female,31.6,0,no,southwest,6186.127
27,female,31.4,0,yes,southwest,34838.873
62,female,30.495,2,no,northwest,15019.76005
57,male,23.7,0,no,southwest,10959.33
43,female,35.72,2,no,northeast,19144.57652
34,male,32.8,1,no,southwest,14358.36437
54,female,23.0,3,no,southwest,12094.478
40,female,27.4,1,no,southwest,6496.886
45,female,36.3,2,no,southeast,8527.532
55,female,37.1,0,no,southwest,10713.644
29,male,35.5,2,yes,southwest,44585.45587
61,male,36.3,1,yes,southwest,47403.88
36,female,29.92,0,no,southeast,4889.0368
18,female,40.26,0,no,southeast,1634.5734
53,male,29.48,0,no,southeast,9487.6442
33,male,22.705,0,no,northwest,21984.47061
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42,male,26.315,1,no,northwest,6940.90985
24,male,32.01,0,no,southeast,1981.5819
32,female,28.93,0,no,southeast,3972.9247
25,male,33.33,2,yes,southeast,36124.5737
33,male,27.455,2,no,northwest,5261.46945
20,male,22.0,1,no,southwest,1964.78
41,male,33.55,0,no,southeast,5699.8375
35,female,34.105,3,yes,northwest,39983.42595
47,male,19.57,1,no,northwest,8428.0693
33,male,35.75,2,no,southeast,4889.9995
45,female,25.175,2,no,northeast,9095.06825
56,male,26.695,1,yes,northwest,26109.32905
35,male,38.6,1,no,southwest,4762.329
38,male,31.0,1,no,southwest,5488.262
50,female,27.36,0,no,northeast,25656.57526
54,female,27.645,1,no,northwest,11305.93455
20,female,21.8,0,yes,southwest,20167.33603
57,male,18.335,0,no,northeast,11534.87265
43,male,23.2,0,no,southwest,6250.435
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29,male,38.94,1,no,southeast,3471.4096
35,male,27.61,1,no,southeast,4747.0529
44,female,27.5,1,no,southwest,7626.993
49,female,29.925,0,no,northwest,8988.15875
25,female,28.595,0,no,northeast,3213.62205
58,female,32.965,0,no,northeast,12430.95335
23,female,39.27,2,no,southeast,3500.6123
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24,male,28.5,2,no,northwest,3537.703
32,male,27.835,1,no,northwest,4454.40265
49,male,30.9,0,yes,southwest,39727.614
19,male,28.4,1,no,southwest,1842.519
50,female,27.075,1,no,northeast,10106.13425
40,male,32.775,1,yes,northeast,39125.33225
29,male,31.73,2,no,northwest,4433.3877
22,male,32.11,0,no,northwest,2055.3249
22,male,19.95,3,no,northeast,4005.4225
64,female,39.05,3,no,southeast,16085.1275
29,male,28.975,1,no,northeast,4040.55825
47,male,32.3,1,no,southwest,8062.764
59,male,28.785,0,no,northwest,12129.61415
34,female,31.92,1,yes,northeast,37701.8768
35,male,17.86,1,no,northwest,5116.5004
25,female,33.99,1,no,southeast,3227.1211
32,female,20.52,0,no,northeast,4544.2348
45,female,27.645,1,no,northwest,28340.18885
52,male,24.32,3,yes,northeast,24869.8368
29,female,24.6,2,no,southwest,4529.477
54,male,39.6,1,no,southwest,10450.552
18,female,20.79,0,no,southeast,1607.5101
26,female,34.2,2,no,southwest,3987.926
47,male,36.19,0,yes,southeast,41676.0811
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21,female,34.87,0,no,southeast,2020.5523
61,female,44.0,0,no,southwest,13063.883
47,male,19.19,1,no,northeast,8627.5411
18,male,21.565,0,yes,northeast,13747.87235
52,female,24.13,1,yes,northwest,23887.6627
43,male,27.36,3,no,northeast,8606.2174
18,male,37.29,0,no,southeast,1141.4451
32,male,33.82,1,no,northwest,4462.7218
61,female,29.07,0,yes,northwest,29141.3603
47,male,36.08,1,yes,southeast,42211.1382
25,male,26.22,0,no,northeast,2721.3208
52,male,36.7,0,no,southwest,9144.565
18,female,30.305,0,no,northeast,2203.73595
53,male,24.32,0,no,northwest,9863.4718
59,male,37.4,0,no,southwest,21797.0004
37,male,29.8,0,no,southwest,20420.60465
47,male,25.41,1,yes,southeast,21978.6769
40,female,36.19,0,no,southeast,5920.1041
42,male,26.07,1,yes,southeast,38245.59327
35,female,35.86,2,no,southeast,5836.5204
27,female,34.8,1,no,southwest,3577.999
44,male,30.69,2,no,southeast,7731.4271
44,female,38.06,0,yes,southeast,48885.13561
21,male,35.53,0,no,southeast,1532.4697
27,male,45.9,2,no,southwest,3693.428
28,male,37.1,1,no,southwest,3277.161
43,female,25.27,1,yes,northeast,21771.3423
42,male,26.9,0,no,southwest,5969.723
38,male,16.815,2,no,northeast,6640.54485
23,male,27.36,1,no,northwest,2789.0574
20,female,30.59,0,no,northeast,2459.7201
43,female,32.56,3,yes,southeast,40941.2854
19,female,24.51,1,no,northwest,2709.1119
51,male,23.21,1,yes,southeast,22218.1149
48,male,35.625,4,no,northeast,10736.87075
58,male,36.08,0,no,southeast,11363.2832
33,male,27.1,1,yes,southwest,19040.876
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48,male,37.29,2,no,southeast,8978.1851
18,male,28.5,0,no,northeast,1712.227
22,male,31.35,1,no,northwest,2643.2685
55,male,37.3,0,no,southwest,20630.28351
49,female,22.61,1,no,northwest,9566.9909
24,male,32.7,0,yes,southwest,34472.841
60,male,36.955,0,no,northeast,12741.16745
54,female,31.24,0,no,southeast,10338.9316
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38,male,27.835,2,no,northwest,6455.86265
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35,male,24.42,3,yes,southeast,19361.9988
53,male,20.9,0,yes,southeast,21195.818
42,female,23.37,0,yes,northeast,19964.7463
62,female,33.2,0,no,southwest,13462.52
39,female,31.92,2,no,northwest,7209.4918
45,female,35.3,0,no,southwest,7348.142
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22,male,37.07,2,yes,southeast,37484.4493
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20,male,33.33,0,no,southeast,1391.5287
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56,female,26.6,1,no,northwest,12044.342
58,male,32.01,1,no,southeast,11946.6259
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27,male,32.585,3,no,northeast,4846.92015
51,female,34.2,1,no,southwest,9872.701
18,male,33.33,0,no,southeast,1135.9407
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39,male,21.85,1,no,northwest,6117.4945
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44,male,22.135,2,no,northeast,8302.53565
63,male,35.09,0,yes,southeast,47055.5321
61,male,35.86,0,yes,southeast,46599.1084
37,female,30.8,2,no,southeast,6313.759
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52,male,41.8,2,yes,southeast,47269.854
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26,female,29.355,2,no,northeast,4564.19145
48,male,32.3,1,no,northwest,8765.249
39,female,18.3,5,yes,southwest,19023.26
52,female,38.38,2,no,northeast,11396.9002
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55,male,29.9,0,no,southwest,10214.636
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29,female,27.94,1,yes,southeast,19107.7796
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41,female,28.05,1,no,southeast,6770.1925
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45,male,30.36,0,yes,southeast,62592.87309
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31,male,20.4,0,no,southwest,3260.199
38,male,34.7,2,no,southwest,6082.405
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46,female,28.05,1,no,southeast,8233.0975
30,female,27.7,0,no,southwest,3554.203
64,female,33.8,1,yes,southwest,47928.03
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19,female,37.43,0,no,northwest,2138.0707
53,male,36.1,1,no,southwest,10085.846
61,male,38.38,0,no,northwest,12950.0712
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56,male,31.79,2,yes,southeast,43813.8661
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42,male,34.1,0,no,southwest,5979.731
40,female,28.12,1,yes,northeast,22331.5668
18,male,27.36,1,yes,northeast,17178.6824
28,female,37.62,1,no,southeast,3766.8838
25,female,32.23,1,no,southeast,18218.16139
31,female,38.095,1,yes,northeast,58571.07448
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44,male,34.32,1,no,southeast,7147.4728
18,male,39.14,0,no,northeast,12890.05765
34,male,25.27,1,no,northwest,4894.7533
34,female,27.5,1,no,southwest,5003.853
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49,male,25.84,2,yes,northwest,23807.2406
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51,female,21.56,1,no,southeast,9855.1314
45,female,27.83,2,no,southeast,8515.7587
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23,male,24.51,0,no,northeast,2396.0959
19,male,27.7,0,yes,southwest,16297.846
33,female,33.5,0,yes,southwest,37079.372
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63,female,36.3,0,no,southeast,13887.204
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18,female,36.85,0,yes,southeast,36149.4835
64,male,33.88,0,yes,southeast,46889.2612
24,male,25.8,0,no,southwest,1972.95
34,male,25.3,2,yes,southeast,18972.495
62,male,26.695,0,yes,northeast,28101.33305
21,female,26.4,1,no,southwest,2597.779
20,male,31.13,2,no,southeast,2566.4707
52,male,30.2,1,no,southwest,9724.53
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47,male,36.2,1,no,southwest,8068.185
19,male,34.9,0,yes,southwest,34828.654
21,female,22.135,0,no,northeast,2585.85065
46,male,33.44,1,no,northeast,8334.5896
54,female,28.88,2,no,northeast,12096.6512
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45,male,24.035,2,no,northeast,8604.48365
42,male,28.31,3,yes,northwest,32787.45859
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47,female,29.37,1,no,southeast,8547.6913
47,female,33.345,0,no,northeast,20878.78443
44,female,36.48,0,no,northeast,12797.20962
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45,male,33.7,1,no,southwest,7445.918
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34,male,34.675,0,no,northeast,4518.82625
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46,female,23.655,1,yes,northwest,21677.28345
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55,male,35.245,1,no,northeast,11394.06555
38,female,30.69,1,no,southeast,5976.8311
63,female,27.74,0,yes,northeast,29523.1656
63,male,21.66,1,no,northwest,14349.8544
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51,male,32.3,1,no,northeast,9964.06
24,male,28.5,0,yes,northeast,35147.52848
24,female,26.6,0,no,northeast,3046.062
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39,male,26.22,1,no,northwest,6123.5688
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48,male,34.3,3,no,southwest,9563.029
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39,male,35.3,2,yes,southwest,40103.89
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63,male,39.8,3,no,southwest,15170.069
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60,male,24.32,0,no,northwest,12523.6048
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43,male,27.8,0,yes,southwest,37829.7242
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18,male,23.75,0,no,northeast,1705.6245
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