3 text code

age sex bmi children smoker region charges

19 female 27.9 0 yes southwest 16884.924

18 male 33.77 1 no southeast 1725.5523

28 male 33 3 no southeast 4449.462

33 male 22.705 0 no northwest 21984.47061

32 male 28.88 0 no northwest 3866.8552

31 female 25.74 0 no southeast 3756.6216

46 female 33.44 1 no southeast 8240.5896

37 female 27.74 3 no northwest 7281.5056

37 male 29.83 2 no northeast 6406.4107

60 female 25.84 0 no northwest 28923.13692

25 male 26.22 0 no northeast 2721.3208

62 female 26.29 0 yes southeast 27808.7251

23 male 34.4 0 no southwest 1826.843

56 female 39.82 0 no southeast 11090.7178

27 male 42.13 0 yes southeast 39611.7577

19 male 24.6 1 no southwest 1837.237

52 female 30.78 1 no northeast 10797.3362

23 male 23.845 0 no northeast 2395.17155

56 male 40.3 0 no southwest 10602.385

30 male 35.3 0 yes southwest 36837.467

60 female 36.005 0 no northeast 13228.84695

30 female 32.4 1 no southwest 4149.736

18 male 34.1 0 no southeast 1137.011

34 female 31.92 1 yes northeast 37701.8768

37 male 28.025 2 no northwest 6203.90175

59 female 27.72 3 no southeast 14001.1338

63 female 23.085 0 no northeast 14451.83515

55 female 32.775 2 no northwest 12268.63225

23 male 17.385 1 no northwest 2775.19215

31 male 36.3 2 yes southwest 38711

22 male 35.6 0 yes southwest 35585.576

18 female 26.315 0 no northeast 2198.18985

19 female 28.6 5 no southwest 4687.797

63 male 28.31 0 no northwest 13770.0979

28 male 36.4 1 yes southwest 51194.55914

19 male 20.425 0 no northwest 1625.43375

62 female 32.965 3 no northwest 15612.19335

26 male 20.8 0 no southwest 2302.3

35 male 36.67 1 yes northeast 39774.2763

60 male 39.9 0 yes southwest 48173.361

24 female 26.6 0 no northeast 3046.062

31 female 36.63 2 no southeast 4949.7587

41 male 21.78 1 no southeast 6272.4772

37 female 30.8 2 no southeast 6313.759

38 male 37.05 1 no northeast 6079.6715

55 male 37.3 0 no southwest 20630.28351

18 female 38.665 2 no northeast 3393.35635

28 female 34.77 0 no northwest 3556.9223

60 female 24.53 0 no southeast 12629.8967

36 male 35.2 1 yes southeast 38709.176

18 female 35.625 0 no northeast 2211.13075

21 female 33.63 2 no northwest 3579.8287

48 male 28 1 yes southwest 23568.272

36 male 34.43 0 yes southeast 37742.5757

40 female 28.69 3 no northwest 8059.6791

58 male 36.955 2 yes northwest 47496.49445

58 female 31.825 2 no northeast 13607.36875

18 male 31.68 2 yes southeast 34303.1672

53 female 22.88 1 yes southeast 23244.7902

34 female 37.335 2 no northwest 5989.52365

43 male 27.36 3 no northeast 8606.2174

25 male 33.66 4 no southeast 4504.6624

64 male 24.7 1 no northwest 30166.61817

28 female 25.935 1 no northwest 4133.64165

20 female 22.42 0 yes northwest 14711.7438

19 female 28.9 0 no southwest 1743.214

61 female 39.1 2 no southwest 14235.072

40 male 26.315 1 no northwest 6389.37785

40 female 36.19 0 no southeast 5920.1041

28 male 23.98 3 yes southeast 17663.1442

27 female 24.75 0 yes southeast 16577.7795

31 male 28.5 5 no northeast 6799.458

53 female 28.1 3 no southwest 11741.726

58 male 32.01 1 no southeast 11946.6259

44 male 27.4 2 no southwest 7726.854

57 male 34.01 0 no northwest 11356.6609

29 female 29.59 1 no southeast 3947.4131

21 male 35.53 0 no southeast 1532.4697

22 female 39.805 0 no northeast 2755.02095

41 female 32.965 0 no northwest 6571.02435

31 male 26.885 1 no northeast 4441.21315

45 female 38.285 0 no northeast 7935.29115

22 male 37.62 1 yes southeast 37165.1638

48 female 41.23 4 no northwest 11033.6617

37 female 34.8 2 yes southwest 39836.519

45 male 22.895 2 yes northwest 21098.55405

57 female 31.16 0 yes northwest 43578.9394

56 female 27.2 0 no southwest 11073.176

46 female 27.74 0 no northwest 8026.6666

55 female 26.98 0 no northwest 11082.5772

21 female 39.49 0 no southeast 2026.9741

53 female 24.795 1 no northwest 10942.13205

59 male 29.83 3 yes northeast 30184.9367

35 male 34.77 2 no northwest 5729.0053

64 female 31.3 2 yes southwest 47291.055

28 female 37.62 1 no southeast 3766.8838

54 female 30.8 3 no southwest 12105.32

55 male 38.28 0 no southeast 10226.2842

56 male 19.95 0 yes northeast 22412.6485

38 male 19.3 0 yes southwest 15820.699

41 female 31.6 0 no southwest 6186.127

30 male 25.46 0 no northeast 3645.0894

18 female 30.115 0 no northeast 21344.8467

61 female 29.92 3 yes southeast 30942.1918

34 female 27.5 1 no southwest 5003.853

20 male 28.025 1 yes northwest 17560.37975

19 female 28.4 1 no southwest 2331.519

26 male 30.875 2 no northwest 3877.30425

29 male 27.94 0 no southeast 2867.1196

63 male 35.09 0 yes southeast 47055.5321

54 male 33.63 1 no northwest 10825.2537

55 female 29.7 2 no southwest 11881.358

37 male 30.8 0 no southwest 4646.759

21 female 35.72 0 no northwest 2404.7338

52 male 32.205 3 no northeast 11488.31695

60 male 28.595 0 no northeast 30259.99556

58 male 49.06 0 no southeast 11381.3254

29 female 27.94 1 yes southeast 19107.7796

49 female 27.17 0 no southeast 8601.3293

37 female 23.37 2 no northwest 6686.4313

44 male 37.1 2 no southwest 7740.337

18 male 23.75 0 no northeast 1705.6245

20 female 28.975 0 no northwest 2257.47525

44 male 31.35 1 yes northeast 39556.4945

47 female 33.915 3 no northwest 10115.00885

26 female 28.785 0 no northeast 3385.39915

19 female 28.3 0 yes southwest 17081.08

52 female 37.4 0 no southwest 9634.538

32 female 17.765 2 yes northwest 32734.1863

38 male 34.7 2 no southwest 6082.405

59 female 26.505 0 no northeast 12815.44495

61 female 22.04 0 no northeast 13616.3586

53 female 35.9 2 no southwest 11163.568

19 male 25.555 0 no northwest 1632.56445

20 female 28.785 0 no northeast 2457.21115

22 female 28.05 0 no southeast 2155.6815

19 male 34.1 0 no southwest 1261.442

22 male 25.175 0 no northwest 2045.68525

54 female 31.9 3 no southeast 27322.73386

22 female 36 0 no southwest 2166.732

34 male 22.42 2 no northeast 27375.90478

26 male 32.49 1 no northeast 3490.5491

34 male 25.3 2 yes southeast 18972.495

29 male 29.735 2 no northwest 18157.876

30 male 28.69 3 yes northwest 20745.9891

29 female 38.83 3 no southeast 5138.2567

46 male 30.495 3 yes northwest 40720.55105

51 female 37.73 1 no southeast 9877.6077

53 female 37.43 1 no northwest 10959.6947

19 male 28.4 1 no southwest 1842.519

35 male 24.13 1 no northwest 5125.2157

48 male 29.7 0 no southeast 7789.635

32 female 37.145 3 no northeast 6334.34355

42 female 23.37 0 yes northeast 19964.7463

40 female 25.46 1 no northeast 7077.1894

44 male 39.52 0 no northwest 6948.7008

48 male 24.42 0 yes southeast 21223.6758

18 male 25.175 0 yes northeast 15518.18025

30 male 35.53 0 yes southeast 36950.2567

50 female 27.83 3 no southeast 19749.38338

42 female 26.6 0 yes northwest 21348.706

18 female 36.85 0 yes southeast 36149.4835

54 male 39.6 1 no southwest 10450.552

32 female 29.8 2 no southwest 5152.134

37 male 29.64 0 no northwest 5028.1466

47 male 28.215 4 no northeast 10407.08585

20 female 37 5 no southwest 4830.63

32 female 33.155 3 no northwest 6128.79745

19 female 31.825 1 no northwest 2719.27975

27 male 18.905 3 no northeast 4827.90495

63 male 41.47 0 no southeast 13405.3903

49 male 30.3 0 no southwest 8116.68

18 male 15.96 0 no northeast 1694.7964

35 female 34.8 1 no southwest 5246.047

24 female 33.345 0 no northwest 2855.43755

63 female 37.7 0 yes southwest 48824.45

38 male 27.835 2 no northwest 6455.86265

54 male 29.2 1 no southwest 10436.096

46 female 28.9 2 no southwest 8823.279

41 female 33.155 3 no northeast 8538.28845

58 male 28.595 0 no northwest 11735.87905

18 female 38.28 0 no southeast 1631.8212

22 male 19.95 3 no northeast 4005.4225

44 female 26.41 0 no northwest 7419.4779

44 male 30.69 2 no southeast 7731.4271

36 male 41.895 3 yes northeast 43753.33705

26 female 29.92 2 no southeast 3981.9768

30 female 30.9 3 no southwest 5325.651

41 female 32.2 1 no southwest 6775.961

29 female 32.11 2 no northwest 4922.9159

61 male 31.57 0 no southeast 12557.6053

36 female 26.2 0 no southwest 4883.866

25 male 25.74 0 no southeast 2137.6536

56 female 26.6 1 no northwest 12044.342

18 male 34.43 0 no southeast 1137.4697

19 male 30.59 0 no northwest 1639.5631

39 female 32.8 0 no southwest 5649.715

45 female 28.6 2 no southeast 8516.829

51 female 18.05 0 no northwest 9644.2525

64 female 39.33 0 no northeast 14901.5167

19 female 32.11 0 no northwest 2130.6759

48 female 32.23 1 no southeast 8871.1517

60 female 24.035 0 no northwest 13012.20865

27 female 36.08 0 yes southeast 37133.8982

46 male 22.3 0 no southwest 7147.105

28 female 28.88 1 no northeast 4337.7352

59 male 26.4 0 no southeast 11743.299

35 male 27.74 2 yes northeast 20984.0936

63 female 31.8 0 no southwest 13880.949

40 male 41.23 1 no northeast 6610.1097

20 male 33 1 no southwest 1980.07

40 male 30.875 4 no northwest 8162.71625

24 male 28.5 2 no northwest 3537.703

34 female 26.73 1 no southeast 5002.7827

45 female 30.9 2 no southwest 8520.026

41 female 37.1 2 no southwest 7371.772

53 female 26.6 0 no northwest 10355.641

27 male 23.1 0 no southeast 2483.736

26 female 29.92 1 no southeast 3392.9768

24 female 23.21 0 no southeast 25081.76784

34 female 33.7 1 no southwest 5012.471

53 female 33.25 0 no northeast 10564.8845

32 male 30.8 3 no southwest 5253.524

19 male 34.8 0 yes southwest 34779.615

42 male 24.64 0 yes southeast 19515.5416

55 male 33.88 3 no southeast 11987.1682

28 male 38.06 0 no southeast 2689.4954

58 female 41.91 0 no southeast 24227.33724

41 female 31.635 1 no northeast 7358.17565

47 male 25.46 2 no northeast 9225.2564

42 female 36.195 1 no northwest 7443.64305

59 female 27.83 3 no southeast 14001.2867

19 female 17.8 0 no southwest 1727.785

59 male 27.5 1 no southwest 12333.828

39 male 24.51 2 no northwest 6710.1919

40 female 22.22 2 yes southeast 19444.2658

18 female 26.73 0 no southeast 1615.7667

31 male 38.39 2 no southeast 4463.2051

19 male 29.07 0 yes northwest 17352.6803

44 male 38.06 1 no southeast 7152.6714

23 female 36.67 2 yes northeast 38511.6283

33 female 22.135 1 no northeast 5354.07465

55 female 26.8 1 no southwest 35160.13457

40 male 35.3 3 no southwest 7196.867

63 female 27.74 0 yes northeast 29523.1656

54 male 30.02 0 no northwest 24476.47851

60 female 38.06 0 no southeast 12648.7034

24 male 35.86 0 no southeast 1986.9334

19 male 20.9 1 no southwest 1832.094

29 male 28.975 1 no northeast 4040.55825

18 male 17.29 2 yes northeast 12829.4551

63 female 32.2 2 yes southwest 47305.305

54 male 34.21 2 yes southeast 44260.7499

27 male 30.3 3 no southwest 4260.744

50 male 31.825 0 yes northeast 41097.16175

55 female 25.365 3 no northeast 13047.33235

56 male 33.63 0 yes northwest 43921.1837

38 female 40.15 0 no southeast 5400.9805

51 male 24.415 4 no northwest 11520.09985

19 male 31.92 0 yes northwest 33750.2918

58 female 25.2 0 no southwest 11837.16

20 female 26.84 1 yes southeast 17085.2676

52 male 24.32 3 yes northeast 24869.8368

19 male 36.955 0 yes northwest 36219.40545

53 female 38.06 3 no southeast 20462.99766

46 male 42.35 3 yes southeast 46151.1245

40 male 19.8 1 yes southeast 17179.522

59 female 32.395 3 no northeast 14590.63205

45 male 30.2 1 no southwest 7441.053

49 male 25.84 1 no northeast 9282.4806

18 male 29.37 1 no southeast 1719.4363

50 male 34.2 2 yes southwest 42856.838

41 male 37.05 2 no northwest 7265.7025

50 male 27.455 1 no northeast 9617.66245

25 male 27.55 0 no northwest 2523.1695

47 female 26.6 2 no northeast 9715.841

19 male 20.615 2 no northwest 2803.69785

22 female 24.3 0 no southwest 2150.469

59 male 31.79 2 no southeast 12928.7911

51 female 21.56 1 no southeast 9855.1314

40 female 28.12 1 yes northeast 22331.5668

54 male 40.565 3 yes northeast 48549.17835

30 male 27.645 1 no northeast 4237.12655

55 female 32.395 1 no northeast 11879.10405

52 female 31.2 0 no southwest 9625.92

46 male 26.62 1 no southeast 7742.1098

46 female 48.07 2 no northeast 9432.9253

63 female 26.22 0 no northwest 14256.1928

59 female 36.765 1 yes northeast 47896.79135

52 male 26.4 3 no southeast 25992.82104

28 female 33.4 0 no southwest 3172.018

29 male 29.64 1 no northeast 20277.80751

25 male 45.54 2 yes southeast 42112.2356

22 female 28.82 0 no southeast 2156.7518

25 male 26.8 3 no southwest 3906.127

18 male 22.99 0 no northeast 1704.5681

19 male 27.7 0 yes southwest 16297.846

47 male 25.41 1 yes southeast 21978.6769

31 male 34.39 3 yes northwest 38746.3551

48 female 28.88 1 no northwest 9249.4952

36 male 27.55 3 no northeast 6746.7425

53 female 22.61 3 yes northeast 24873.3849

56 female 37.51 2 no southeast 12265.5069

28 female 33 2 no southeast 4349.462

57 female 38 2 no southwest 12646.207

29 male 33.345 2 no northwest 19442.3535

28 female 27.5 2 no southwest 20177.67113

30 female 33.33 1 no southeast 4151.0287

58 male 34.865 0 no northeast 11944.59435

41 female 33.06 2 no northwest 7749.1564

50 male 26.6 0 no southwest 8444.474

19 female 24.7 0 no southwest 1737.376

43 male 35.97 3 yes southeast 42124.5153

49 male 35.86 0 no southeast 8124.4084

27 female 31.4 0 yes southwest 34838.873

52 male 33.25 0 no northeast 9722.7695

50 male 32.205 0 no northwest 8835.26495

54 male 32.775 0 no northeast 10435.06525

44 female 27.645 0 no northwest 7421.19455

32 male 37.335 1 no northeast 4667.60765

34 male 25.27 1 no northwest 4894.7533

26 female 29.64 4 no northeast 24671.66334

34 male 30.8 0 yes southwest 35491.64

57 male 40.945 0 no northeast 11566.30055

29 male 27.2 0 no southwest 2866.091

40 male 34.105 1 no northeast 6600.20595

27 female 23.21 1 no southeast 3561.8889

45 male 36.48 2 yes northwest 42760.5022

64 female 33.8 1 yes southwest 47928.03

52 male 36.7 0 no southwest 9144.565

61 female 36.385 1 yes northeast 48517.56315

52 male 27.36 0 yes northwest 24393.6224

61 female 31.16 0 no northwest 13429.0354

56 female 28.785 0 no northeast 11658.37915

43 female 35.72 2 no northeast 19144.57652

64 male 34.5 0 no southwest 13822.803

60 male 25.74 0 no southeast 12142.5786

62 male 27.55 1 no northwest 13937.6665

50 male 32.3 1 yes northeast 41919.097

46 female 27.72 1 no southeast 8232.6388

24 female 27.6 0 no southwest 18955.22017

62 male 30.02 0 no northwest 13352.0998

60 female 27.55 0 no northeast 13217.0945

63 male 36.765 0 no northeast 13981.85035

49 female 41.47 4 no southeast 10977.2063

34 female 29.26 3 no southeast 6184.2994

33 male 35.75 2 no southeast 4889.9995

46 male 33.345 1 no northeast 8334.45755

36 female 29.92 1 no southeast 5478.0368

19 male 27.835 0 no northwest 1635.73365

57 female 23.18 0 no northwest 11830.6072

50 female 25.6 0 no southwest 8932.084

30 female 27.7 0 no southwest 3554.203

33 male 35.245 0 no northeast 12404.8791

18 female 38.28 0 no southeast 14133.03775

46 male 27.6 0 no southwest 24603.04837

46 male 43.89 3 no southeast 8944.1151

47 male 29.83 3 no northwest 9620.3307

23 male 41.91 0 no southeast 1837.2819

18 female 20.79 0 no southeast 1607.5101

48 female 32.3 2 no northeast 10043.249

35 male 30.5 1 no southwest 4751.07

19 female 21.7 0 yes southwest 13844.506

21 female 26.4 1 no southwest 2597.779

21 female 21.89 2 no southeast 3180.5101

49 female 30.78 1 no northeast 9778.3472

56 female 32.3 3 no northeast 13430.265

42 female 24.985 2 no northwest 8017.06115

44 male 32.015 2 no northwest 8116.26885

18 male 30.4 3 no northeast 3481.868

61 female 21.09 0 no northwest 13415.0381

57 female 22.23 0 no northeast 12029.2867

42 female 33.155 1 no northeast 7639.41745

26 male 32.9 2 yes southwest 36085.219

20 male 33.33 0 no southeast 1391.5287

23 female 28.31 0 yes northwest 18033.9679

39 female 24.89 3 yes northeast 21659.9301

24 male 40.15 0 yes southeast 38126.2465

64 female 30.115 3 no northwest 16455.70785

62 male 31.46 1 no southeast 27000.98473

27 female 17.955 2 yes northeast 15006.57945

55 male 30.685 0 yes northeast 42303.69215

55 male 33 0 no southeast 20781.48892

35 female 43.34 2 no southeast 5846.9176

44 male 22.135 2 no northeast 8302.53565

19 male 34.4 0 no southwest 1261.859

58 female 39.05 0 no southeast 11856.4115

50 male 25.365 2 no northwest 30284.64294

26 female 22.61 0 no northwest 3176.8159

24 female 30.21 3 no northwest 4618.0799

48 male 35.625 4 no northeast 10736.87075

19 female 37.43 0 no northwest 2138.0707

48 male 31.445 1 no northeast 8964.06055

49 male 31.35 1 no northeast 9290.1395

46 female 32.3 2 no northeast 9411.005

46 male 19.855 0 no northwest 7526.70645

43 female 34.4 3 no southwest 8522.003

21 male 31.02 0 no southeast 16586.49771

64 male 25.6 2 no southwest 14988.432

18 female 38.17 0 no southeast 1631.6683

51 female 20.6 0 no southwest 9264.797

47 male 47.52 1 no southeast 8083.9198

64 female 32.965 0 no northwest 14692.66935

49 male 32.3 3 no northwest 10269.46

31 male 20.4 0 no southwest 3260.199

52 female 38.38 2 no northeast 11396.9002

33 female 24.31 0 no southeast 4185.0979

47 female 23.6 1 no southwest 8539.671

38 male 21.12 3 no southeast 6652.5288

32 male 30.03 1 no southeast 4074.4537

19 male 17.48 0 no northwest 1621.3402

44 female 20.235 1 yes northeast 19594.80965

26 female 17.195 2 yes northeast 14455.64405

25 male 23.9 5 no southwest 5080.096

19 female 35.15 0 no northwest 2134.9015

43 female 35.64 1 no southeast 7345.7266

52 male 34.1 0 no southeast 9140.951

36 female 22.6 2 yes southwest 18608.262

64 male 39.16 1 no southeast 14418.2804

63 female 26.98 0 yes northwest 28950.4692

64 male 33.88 0 yes southeast 46889.2612

61 male 35.86 0 yes southeast 46599.1084

40 male 32.775 1 yes northeast 39125.33225

25 male 30.59 0 no northeast 2727.3951

48 male 30.2 2 no southwest 8968.33

45 male 24.31 5 no southeast 9788.8659

38 female 27.265 1 no northeast 6555.07035

18 female 29.165 0 no northeast 7323.734819

21 female 16.815 1 no northeast 3167.45585

27 female 30.4 3 no northwest 18804.7524

19 male 33.1 0 no southwest 23082.95533

29 female 20.235 2 no northwest 4906.40965

42 male 26.9 0 no southwest 5969.723

60 female 30.5 0 no southwest 12638.195

31 male 28.595 1 no northwest 4243.59005

60 male 33.11 3 no southeast 13919.8229

22 male 31.73 0 no northeast 2254.7967

35 male 28.9 3 no southwest 5926.846

52 female 46.75 5 no southeast 12592.5345

26 male 29.45 0 no northeast 2897.3235

31 female 32.68 1 no northwest 4738.2682

33 female 33.5 0 yes southwest 37079.372

18 male 43.01 0 no southeast 1149.3959

59 female 36.52 1 no southeast 28287.89766

56 male 26.695 1 yes northwest 26109.32905

45 female 33.1 0 no southwest 7345.084

60 male 29.64 0 no northeast 12730.9996

56 female 25.65 0 no northwest 11454.0215

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35 male 38.6 1 no southwest 4762.329

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49 female 36.63 3 no southeast 10381.4787

42 male 30 0 yes southwest 22144.032

62 female 38.095 2 no northeast 15230.32405

56 male 25.935 0 no northeast 11165.41765

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30 female 28.38 1 yes southeast 19521.9682

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56 female 33.82 2 no northwest 12643.3778

28 female 24.32 1 no northeast 23288.9284

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27 male 32.67 0 no southeast 2497.0383

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19 female 29.8 0 no southwest 1744.465

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54 male 25.1 3 yes southwest 25382.297

61 male 28.31 1 yes northwest 28868.6639

24 male 28.5 0 yes northeast 35147.52848

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21 male 36.85 0 no southeast 1534.3045

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63 male 41.325 3 no northwest 15555.18875

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51 female 39.5 1 no southwest 9880.068

48 male 34.3 3 no southwest 9563.029

31 female 31.065 0 no northeast 4347.02335

54 female 21.47 3 no northwest 12475.3513

19 male 28.7 0 no southwest 1253.936

44 female 38.06 0 yes southeast 48885.13561

53 male 31.16 1 no northwest 10461.9794

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61 female 25.08 0 no southeast 24513.09126

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61 male 43.4 0 no southwest 12574.049

21 male 25.7 4 yes southwest 17942.106

20 male 27.93 0 no northeast 1967.0227

31 female 23.6 2 no southwest 4931.647

45 male 28.7 2 no southwest 8027.968

44 female 23.98 2 no southeast 8211.1002

62 female 39.2 0 no southwest 13470.86

29 male 34.4 0 yes southwest 36197.699

43 male 26.03 0 no northeast 6837.3687

51 male 23.21 1 yes southeast 22218.1149

19 male 30.25 0 yes southeast 32548.3405

38 female 28.93 1 no southeast 5974.3847

37 male 30.875 3 no northwest 6796.86325

22 male 31.35 1 no northwest 2643.2685

21 male 23.75 2 no northwest 3077.0955

24 female 25.27 0 no northeast 3044.2133

57 female 28.7 0 no southwest 11455.28

56 male 32.11 1 no northeast 11763.0009

27 male 33.66 0 no southeast 2498.4144

51 male 22.42 0 no northeast 9361.3268

19 male 30.4 0 no southwest 1256.299

39 male 28.3 1 yes southwest 21082.16

58 male 35.7 0 no southwest 11362.755

20 male 35.31 1 no southeast 27724.28875

45 male 30.495 2 no northwest 8413.46305

35 female 31 1 no southwest 5240.765

31 male 30.875 0 no northeast 3857.75925

50 female 27.36 0 no northeast 25656.57526

32 female 44.22 0 no southeast 3994.1778

51 female 33.915 0 no northeast 9866.30485

38 female 37.73 0 no southeast 5397.6167

42 male 26.07 1 yes southeast 38245.59327

18 female 33.88 0 no southeast 11482.63485

19 female 30.59 2 no northwest 24059.68019

51 female 25.8 1 no southwest 9861.025

46 male 39.425 1 no northeast 8342.90875

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57 male 42.13 1 yes southeast 48675.5177

62 female 31.73 0 no northeast 14043.4767

59 male 29.7 2 no southeast 12925.886

37 male 36.19 0 no southeast 19214.70553

64 male 40.48 0 no southeast 13831.1152

38 male 28.025 1 no northeast 6067.12675

33 female 38.9 3 no southwest 5972.378

46 female 30.2 2 no southwest 8825.086

46 female 28.05 1 no southeast 8233.0975

53 male 31.35 0 no southeast 27346.04207

34 female 38 3 no southwest 6196.448

20 female 31.79 2 no southeast 3056.3881

63 female 36.3 0 no southeast 13887.204

54 female 47.41 0 yes southeast 63770.42801

54 male 30.21 0 no northwest 10231.4999

49 male 25.84 2 yes northwest 23807.2406

28 male 35.435 0 no northeast 3268.84665

54 female 46.7 2 no southwest 11538.421

25 female 28.595 0 no northeast 3213.62205

43 female 46.2 0 yes southeast 45863.205

63 male 30.8 0 no southwest 13390.559

32 female 28.93 0 no southeast 3972.9247

62 male 21.4 0 no southwest 12957.118

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