,age,sex,bmi,children,smoker,region,charges
0,32,female,28.539280174333307,0,no,southwest,10436.463390445608
1,46,male,24.927568943297192,1,no,northwest,10552.654014592803
2,46,female,24.927568943174855,3,no,northwest,10412.289314922657
3,32,female,33.74847922519458,0,no,northwest,10786.278189224857
4,21,male,33.74847945754005,1,no,northwest,2902.4086544368242
5,46,male,33.748479406037376,1,no,northwest,2937.152799618535
6,32,female,28.539281075173868,3,no,northwest,2920.175286480198
7,32,female,28.539280173469926,0,no,southwest,10632.766287202947
8,32,male,33.74848105720029,2,no,northwest,2732.7594209399763
9,46,male,35.53174660243815,2,no,northwest,10388.908015745605
10,46,female,24.92756894339726,2,no,northwest,30233.585332250263
11,46,female,24.92756894318841,3,no,northwest,10554.153226159542
12,46,female,24.927568943269335,1,no,northwest,15932.756152242333
13,56,female,35.53174660149061,0,no,northwest,10376.127205548139
14,46,male,35.531746601489495,3,no,northwest,10367.523591977513
15,46,female,24.927568943174876,3,no,northwest,10768.478743659713
16,56,female,35.531746601662476,0,no,northeast,10399.904226709772
17,32,male,33.748586208719075,0,no,northeast,2840.5601329849987
18,46,male,33.74847928488769,2,no,northwest,2962.7716141981905
19,56,female,24.927568943176617,0,no,northwest,10449.321861899552
20,32,male,33.74870924558254,0,no,northeast,2841.382814350768
21,56,female,35.531746602582245,0,no,southwest,32976.693833649784
22,46,male,35.531746601552726,1,no,northwest,10381.84249237875
23,56,female,24.927568943175007,0,no,northwest,10503.108726140268
24,46,female,35.53174660148982,0,no,northwest,10367.78076131626
25,32,male,33.748524253592734,0,no,northeast,2810.135137345333
26,46,male,28.539280171354896,1,no,northwest,10386.135778486003
27,46,female,24.927568947568847,1,no,northwest,32567.53619332213
28,32,male,33.748606220923236,3,no,northeast,3635.0618488757254
29,56,female,35.53174660149576,0,no,northwest,10382.54162684316
30,32,female,24.927568943175306,0,no,northwest,11407.296144342965
31,56,female,24.927568943175114,0,no,northwest,10375.712077401755
32,46,male,24.927568943193343,1,no,northwest,10877.529763129152
33,46,male,35.531746612198255,2,no,northwest,2700.0728851201366
34,46,female,24.927568943175338,3,no,northwest,10730.142843133615
35,32,male,33.74854525411476,0,no,northeast,2871.358095546557
36,32,female,33.74848413460908,0,no,northwest,12307.966708730602
37,46,female,24.927568943175128,3,no,northwest,10385.281438284259
38,32,female,28.53928142670829,0,no,northwest,2954.213583716674
39,56,female,35.53174663115475,0,no,southwest,32930.0586843536
40,56,female,33.748487479712985,0,no,northwest,34033.92082486958
41,46,male,35.531746801759745,3,no,northwest,2747.646923142676
42,32,female,33.74848138257004,0,no,northwest,11148.101283377866
43,56,female,24.927568943174848,0,no,northwest,10521.101199066383
44,56,female,33.74848367991838,0,no,northwest,35350.65508224038
45,32,male,33.74847912962851,0,no,northwest,10428.211661081128
46,46,male,35.531746603323334,1,no,northwest,2700.9446386128843
47,46,female,28.539280643484144,3,no,northwest,3028.14172191161
48,46,female,24.92756894317684,3,no,northwest,10405.854675979053
49,32,male,33.74847917746155,0,no,northwest,10562.168003039953
50,46,male,33.74847913007354,3,no,northwest,10410.64474784224
51,46,female,24.927568943174915,3,no,northwest,10675.13310223586
52,32,male,33.748684881712116,3,no,northwest,2991.8564741306623
53,56,female,33.748479135780194,0,no,northwest,10409.383947068867
54,46,female,24.927568944548277,1,no,northwest,12443.629174737041
55,32,female,33.74850560465128,0,no,northeast,2813.0804654173785
56,32,female,28.539285497777655,0,no,northwest,2843.55239428619
57,32,female,24.927568943177242,0,no,northwest,10550.710865014165
58,21,male,35.53174660157897,1,no,northwest,10378.649298290722
59,46,female,33.7484791296244,0,no,northwest,10373.493763310786
60,46,female,35.53174660148904,3,no,northwest,10366.43734849007
61,56,female,35.53174660178222,0,no,northeast,10420.58266165927
62,46,male,33.74850403481218,3,no,northwest,3461.8651228579006
63,46,female,33.748479129624116,0,no,northwest,10366.539118338178
64,32,female,33.74847955888203,0,no,northwest,2809.511202615502
65,46,female,24.927568973079424,2,no,northwest,20272.924107534527
66,46,female,35.531746601488464,3,no,northwest,10365.077359460976
67,32,male,33.74850072077677,2,no,northwest,2897.0394700131374
68,32,female,33.748479144084726,0,no,northwest,10446.224515209857
69,32,female,33.748489862367265,0,no,northwest,33871.34903481262
70,46,male,33.74868789609977,3,no,northwest,4649.3715715616245
71,32,female,28.539288081008817,0,no,northwest,2863.330468495568
72,46,male,35.53174660157955,1,no,northwest,10419.388833668709
73,56,female,33.748479134917105,0,no,northwest,10535.562691582792
74,46,male,35.53174660174138,1,no,northwest,10402.946721526685
75,56,female,35.531746602167416,0,no,southwest,10404.121067855722
76,32,female,24.927568943174844,3,no,northwest,10664.601625337576
77,32,female,24.927568943174936,0,no,northwest,10685.98429202059
78,46,male,35.531746749536296,2,no,northwest,2718.926609012372
79,56,female,24.92756894317484,3,no,northwest,10369.673366199668
80,46,male,33.74848726948258,2,no,northwest,3382.6286547388154
81,46,male,35.531746601967356,1,no,northwest,10432.155472190323
82,46,male,33.7484793140981,1,no,northwest,2792.2844989060113
83,46,male,35.53174674948914,2,no,northwest,2748.773168351273
84,56,female,35.53174660180813,0,no,northwest,10381.52505732231
85,46,female,24.927568943174858,3,no,northwest,10371.79295478186
86,46,female,35.53174660149019,0,no,northwest,10365.959337948945
87,46,male,33.74847982519409,2,no,northwest,3078.154238156452
88,46,male,35.53174660741342,1,no,northwest,2714.4438927448095
89,46,female,35.531746601488415,3,no,northwest,10367.50522815737
90,56,female,24.927568943174883,0,no,northwest,10439.594241803876
91,32,female,28.539280228656036,0,no,northwest,2761.934525710299
92,32,female,28.53928021392351,0,no,northwest,10664.836366315776
93,46,female,24.927568955882727,3,no,northwest,14258.935475713872
94,56,female,33.7484802439671,0,no,northwest,33782.35869568823
95,46,female,35.5317466015844,3,no,northwest,10426.678175548952
96,56,female,24.927568943174872,0,no,northwest,10554.121799803985
97,32,female,33.74847912962454,0,no,northwest,10372.058155620185
98,32,male,33.748489226546226,3,no,northwest,2742.5075541893016
99,46,male,33.74847927548324,2,no,northwest,2839.327638336566
100,46,male,35.53174660221984,1,no,northwest,10487.82156180156
101,46,female,24.92756894335852,1,no,northwest,20778.463112746387
102,46,female,35.53174660148873,3,no,northwest,10369.13156736672
103,56,female,33.74847913415064,0,no,northwest,10660.9439991963
104,56,female,35.53174660237511,0,no,northwest,10390.088533572789
105,56,female,24.927568943174883,0,no,northeast,10547.693526342582
106,32,male,33.7484791296278,0,no,northwest,10401.195124020252
107,46,female,24.92756894745849,2,no,northwest,42210.43513838862
108,46,male,35.531746601988345,1,no,northwest,10399.196872242643
109,56,female,24.92756894317486,0,no,northwest,10662.206820431338
110,32,female,28.539280186848664,0,no,northwest,11732.488916913648
111,21,female,24.927568943174872,0,no,northwest,10498.570989797046
112,46,female,35.53174660149259,3,no,northwest,10378.24947401354
113,56,female,35.53174660148874,0,no,northwest,10382.317066719781
114,32,female,28.539280609930636,0,no,southwest,2949.577961159075
115,46,male,33.7485112581415,3,no,northwest,3463.56883606033
116,46,male,33.74849406182687,2,no,northeast,3559.5095766280992
117,56,female,24.92756894328404,0,no,southwest,10455.760492202968
118,56,female,33.74847913737594,0,no,northwest,10522.168572462273
119,32,female,28.53928019083174,0,no,southwest,10813.344034905704
120,56,female,35.531746601580224,0,no,northwest,10390.752428755208
121,46,male,33.7485606121994,2,no,northeast,6013.960736011959
122,56,female,35.53174660473448,0,no,northwest,10409.388633703988
123,32,male,33.74848815131068,2,no,northwest,2782.1469248438366
124,46,female,24.927568945770894,1,no,northwest,27376.250806329397
125,32,male,33.748481856242606,0,no,northwest,3132.1422130797005
126,46,female,24.92756894317728,3,no,northwest,11754.2631610411
127,46,female,35.53174660252083,0,no,northwest,10397.912840468774
0,46,male,33.74848775210543,2,no,northeast,4608.2558891346625
1,46,male,33.7484791296308,0,no,northwest,10379.522927207687
2,56,female,35.53174660205918,0,no,northwest,10380.681665703805
3,32,female,33.74847966678886,0,no,northwest,2724.845452641327
4,46,male,35.53174660157101,3,no,northwest,10381.11616558489
5,56,female,24.927568943174844,0,no,northwest,10524.975036994016
6,46,female,24.927568943189435,3,no,northwest,10932.321843802762
7,32,female,28.539280171828068,0,no,southwest,10530.316029146501
8,56,female,24.927568943214595,0,no,southwest,10535.673479715651
9,46,male,33.74847913022862,3,no,northwest,10463.002781197672
10,46,male,35.531746601502014,2,no,northwest,10376.885401242014
11,46,female,24.927568943177505,3,no,northwest,10422.327626176995
12,56,female,24.927568943175554,0,no,northeast,10446.773897738865
13,56,female,35.53174660149402,0,no,northwest,10372.152035434274
14,46,female,24.927568943320022,2,no,northwest,27643.679757315047
15,46,female,24.927568943213426,1,no,northwest,11627.140923191182
16,32,female,33.748479129624215,0,no,northwest,10369.873801651438
17,32,female,28.539282110248205,0,no,southwest,2794.3367046581006
18,46,male,33.74848106329096,2,no,northwest,3320.1212206103964
19,56,female,24.92756894317484,3,no,northwest,10541.172687823717
20,46,female,35.53174660315172,3,no,northwest,10435.267297149414
21,46,female,24.92756896288511,2,no,northwest,15578.210675943978
22,32,female,28.539280176971857,0,no,southwest,10749.837614323113
23,46,male,35.53174709860114,3,no,northwest,2745.0818597188636
24,46,female,24.927568953086354,1,no,northwest,15917.693916052545
25,32,female,28.539290015173385,0,no,northwest,2765.437570836962
26,46,female,35.53174660148836,3,no,northwest,10364.822264570754
27,46,male,35.531746601932866,1,no,northwest,10408.000234871919
28,56,female,24.927568943174983,0,no,northwest,10385.48364406472
29,32,male,33.748479157898096,0,no,northwest,10794.18576577502
30,56,female,35.53174660190697,0,no,northwest,10384.76682769163
31,32,male,33.748482531623466,2,no,northwest,2733.501432015238
32,32,female,33.748509356456324,0,no,northwest,2872.7053660611464
33,32,male,33.74847913248688,0,no,northwest,10536.914515051987
34,46,female,24.927568943237112,0,no,northwest,12072.811726025162
35,46,female,35.53174660148887,3,no,northwest,10370.785767647945
36,56,female,35.531746601505596,0,no,northwest,10375.796163283536
37,46,female,24.927568944129145,2,no,northwest,42053.320206690754
38,46,male,24.92756894328334,1,no,northwest,10439.293893096483
39,56,female,33.74847913776677,0,no,northwest,10561.121072142018
40,46,male,33.74847914081514,2,no,northwest,10442.745054151603
41,32,female,33.74848107581582,0,no,northwest,2837.7689103621587
42,32,male,33.748637001977585,0,no,northeast,2768.309305351927
43,46,female,35.53174660149697,3,no,northwest,10369.110083830285
44,32,female,33.748482084205044,0,no,southwest,33230.78098123369
45,32,female,33.748635376836724,0,no,northeast,2812.3527693390924
46,32,male,33.748484766665996,0,no,northwest,3029.2482415875793
47,56,female,35.5317466015795,0,no,northeast,10398.629058543318
48,32,female,33.74847917180017,0,no,northwest,10687.833147441235
49,46,female,24.927568944568293,2,no,northwest,27482.769317230068
50,46,female,24.927568944052496,2,no,northwest,28198.86956397197
51,56,female,35.53174660148838,0,no,northwest,10364.748631755041
52,32,male,33.7485606121994,0,no,northwest,2904.7207314907796
53,46,female,24.927568943174844,3,no,northwest,10451.187878956809
54,46,female,35.531746601488365,0,no,northwest,10364.332340387637
55,56,female,24.92756894317484,3,no,northwest,10465.77775565429
56,46,male,33.74847912996983,2,no,northwest,10519.543730591951
57,46,male,33.748482539936056,3,no,northwest,2945.099235387183
58,46,male,33.74859732085645,3,no,northwest,5040.7717176084025
59,46,female,33.74847912962408,0,no,northwest,10365.641666618289
60,32,female,24.92756894317623,0,no,northwest,11314.8153845743
61,46,female,24.92756894317485,3,no,northwest,10426.507331869632
62,32,female,33.74858702415344,0,no,northeast,2930.0008963212517
63,46,female,35.5317466014885,3,no,northwest,10375.099410900533
64,32,male,33.74848402983412,0,no,northwest,2810.9034095806887
65,46,female,24.927568943196825,2,no,northeast,34287.032920521015
66,56,female,35.53174660148846,0,no,northwest,10366.208546611335
67,21,male,35.53174660749607,1,no,northwest,2715.3407845576444
68,32,female,28.539286265330265,0,no,northwest,2763.3010579308243
69,56,female,35.53174660154468,0,no,northwest,10375.758708119753
70,46,female,24.927568943469698,1,no,northwest,11953.304742711085
71,32,male,33.74847913261686,0,no,northwest,10481.721169770766
72,46,male,33.74847916812581,1,no,northwest,2777.5478251604723
73,46,female,24.92756894365461,1,no,northwest,14424.740264354174
74,46,male,33.74848055113568,2,no,northwest,2818.360304096126
75,46,female,35.53174660148836,0,no,northwest,10364.035366087028
76,32,female,33.74852265859408,0,no,northwest,2864.7574082885885
77,56,female,35.53174660148852,0,no,northwest,10366.222580342665
78,32,male,33.74848050042792,0,no,northwest,2785.0755427751205
79,56,female,33.74847912981862,0,no,northwest,10412.633057996381
80,46,female,35.53174660198444,2,no,northwest,10384.266783643605
81,46,female,24.927568943365927,1,no,northwest,11257.633701402501
82,32,female,28.539281314431857,0,no,northwest,2978.537691536189
83,56,female,33.74847918119219,0,no,northwest,10732.198905653922
84,46,female,35.53174660149048,3,no,northwest,10366.872618779045
85,32,male,33.748484707856335,2,no,northwest,2726.7053500532465
86,32,female,28.539282183221445,3,no,northwest,2730.1302544992186
87,32,male,33.74865430437232,0,no,northeast,2800.3996286253414
88,46,female,35.53174660149129,0,no,northwest,10368.682317959923
89,32,male,33.74847912966069,0,no,northwest,10405.639594928723
90,21,male,33.74847940213685,1,no,northwest,2844.3170584195236
91,56,female,35.531746601488486,0,no,northwest,10391.239382095648
92,56,female,35.53174673134197,0,no,northwest,33243.76657533563
93,46,female,28.539280306388644,3,no,northwest,13081.180761077505
94,46,male,35.53174660162557,1,no,northwest,10398.680193358698
95,56,female,33.74847912964133,0,no,northwest,10382.07123527545
96,46,female,35.531746601568734,0,no,northwest,10376.846051576058
97,56,female,33.74847913043704,0,no,northwest,10420.884352726931
98,21,male,35.531746620068276,1,no,northwest,2718.4264349523346
99,32,female,33.74848135036547,0,no,northwest,2839.2619975198118
100,32,male,33.74847920826357,0,no,northwest,10718.912717259345
101,56,female,35.53174660303499,0,no,northwest,10397.270519063934
102,46,female,35.531746601488955,3,no,northwest,10365.452091097493
103,56,female,24.92756894317484,3,no,northwest,10518.510512229213
104,46,female,24.92756895439991,2,no,northwest,13973.73422187582
105,56,female,33.74848482485726,0,no,northwest,34283.265756869696
106,46,female,24.92756894453744,1,no,northwest,14773.029160697219
107,46,female,28.539280770043895,3,no,northwest,3387.9702600444816
108,46,male,35.531746656461145,2,no,northwest,10650.052439600306
109,56,female,24.927568943182784,0,no,northwest,10436.968024711798
110,46,female,35.53174660148868,0,no,northwest,10367.439308598223
111,32,female,28.539280991230864,3,no,northwest,3156.059283275235
112,46,female,35.53174683163469,2,no,northwest,3050.306497863546
113,46,female,24.927568965326902,1,no,northwest,17651.630158536555
114,32,female,33.74848350129058,0,no,southwest,2784.4225158236172
115,32,female,28.539280854281376,0,no,northwest,2824.7883179311034
116,46,male,33.748479132117275,3,no,northwest,10640.245366653173
117,46,female,35.531746601489104,0,no,northwest,10366.282564190326
118,46,male,35.53174660188305,1,no,northwest,10394.081141052915
119,46,female,24.927568943223974,3,no,northwest,15507.11127613932
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