,age,sex,bmi,children,smoker,region,charges
0,46,female,34.954531837002605,3,no,northwest,9486.33150663131
1,46,female,36.35708247270025,3,no,southeast,9781.276233571814
2,57,female,34.95453183713902,3,no,northwest,9412.003787072907
3,57,female,24.763940078975086,0,no,southwest,10004.021142368565
4,57,female,24.763940079050087,0,no,northwest,9701.6982490302
5,46,female,29.80910857246021,0,no,southeast,11020.31477589177
6,21,female,34.954531836960406,3,no,northeast,2470.769673913331
7,21,female,29.809108572388343,0,no,southeast,9912.441695710299
8,21,female,24.763940078934915,0,no,southeast,9570.316757087508
9,57,female,34.954531837470114,0,no,northeast,10040.89516393934
10,57,female,34.95453183775682,3,no,northwest,9422.91843314545
11,30,female,34.95453183700568,0,no,northeast,9908.990125540577
12,57,female,24.763940078976468,0,no,southwest,9842.575253337262
13,46,male,34.95453183729058,0,no,northwest,7386.71495279854
14,21,female,24.763940078934944,3,no,southeast,2496.2283030121707
15,57,female,36.35708247337453,3,no,southeast,10058.15913858123
16,46,female,29.809108572446682,2,no,northwest,7208.002892941153
17,57,female,34.95453183799256,2,no,northeast,9419.37610180168
18,46,female,29.8091085724175,2,no,northwest,7488.426325108222
19,57,female,24.763940078996903,0,no,southwest,12980.431373078025
20,46,female,24.763940079200573,3,no,southeast,9557.998999825626
21,57,female,36.357082472675344,3,no,southeast,11640.206492006328
22,21,female,29.809108572388343,3,no,southeast,2537.9010086698395
23,30,female,24.763940078934954,3,no,northwest,2471.4911996454307
24,46,female,24.763940079041205,2,no,northwest,9517.625855310791
25,46,female,24.763940079130528,0,no,southwest,9465.079029476783
26,57,female,36.35708247267571,3,no,southeast,11764.993914474997
27,46,female,24.763940078946863,0,no,southwest,7390.113250822433
28,46,female,34.95453183812676,0,no,northeast,7807.242423958711
29,21,female,24.76394007893491,0,no,northwest,2476.2820211983226
30,57,female,34.95453183969366,0,no,northeast,10841.004982062754
31,21,female,24.76394007893521,3,no,northwest,2474.1058254624695
32,46,female,29.80910857240137,2,no,northwest,7234.853721702909
33,46,female,24.763940078946845,2,no,southwest,7348.743025802972
34,57,female,34.95453183716094,0,no,northeast,11136.368159461907
35,46,female,24.76394007896308,0,no,southwest,9531.335715045083
36,57,female,24.76394007899521,0,no,southwest,9506.533915222073
37,46,female,36.35708247277522,3,no,southeast,10565.510415440905
38,46,female,36.35708247301696,3,no,southeast,9769.939632402455
39,46,female,24.76394007894896,0,no,southwest,7838.813345566516
40,57,female,34.954531838695075,0,no,northeast,13261.178696593164
41,57,female,24.763940078968904,0,no,northwest,9722.36053292905
42,46,female,29.809108572443638,0,no,southeast,11685.503630480123
43,57,female,24.76394007944214,0,no,northwest,9529.06684919201
44,46,female,29.80910857239961,0,no,northwest,7263.938061299443
45,57,female,24.76394007897286,0,no,southwest,9939.404395350326
46,21,female,24.76394007893491,0,no,northwest,2477.1009944297994
47,57,female,24.76394007893582,0,no,southwest,10112.436070424
48,46,male,24.76394007897129,0,no,northwest,7404.697862651912
49,57,female,34.95453183730963,0,no,northeast,9627.142838355763
50,46,female,24.76394007898032,0,no,southwest,7740.611985442877
51,46,female,34.954531837853196,2,no,northeast,7662.587170238659
52,46,female,29.809108572553804,3,no,southeast,10880.37511894433
53,57,female,29.80910857238843,0,no,southeast,11146.554098775434
54,21,female,24.763940078934944,0,no,northeast,10074.320443743381
55,46,female,29.809108572399104,3,no,southwest,7383.404939207685
56,57,female,24.763940079005895,0,no,northwest,9944.167063336232
57,21,female,24.76394007893493,0,no,southwest,9847.419913972186
58,57,female,24.76394007903141,3,no,northwest,9434.20091770232
59,21,female,24.76394007893493,3,no,northwest,2470.564690742171
60,21,female,29.80910857238838,0,no,southeast,11273.828822925228
61,46,female,29.809108572431832,0,no,southwest,11390.655160957469
62,46,female,24.76394007897353,0,no,southwest,10535.46591670798
63,30,female,34.95453183696067,3,no,northeast,2472.083881448713
64,57,female,24.763940078936013,0,no,southeast,10070.603093250102
65,57,female,36.357082472675444,3,no,southeast,12770.583208556056
66,21,female,29.80910857238834,2,no,southeast,2502.5996169944265
67,46,female,24.763940079038886,0,no,southwest,9489.183325898788
68,21,female,34.95453183696038,3,no,northeast,2471.287603583137
69,57,female,24.763940078963184,0,no,southwest,9637.925909007936
70,57,female,34.95453183936388,0,no,northeast,9589.315028190718
71,46,male,24.763940078974663,0,no,northwest,7630.829969222581
72,57,female,24.763940079331558,3,no,southeast,9479.801361099047
73,46,female,36.35708247272935,3,no,southeast,10206.474629767847
74,57,female,24.763940078935587,0,no,southeast,9582.363751028526
75,46,female,34.954531837328304,2,no,northwest,7259.868299418134
76,21,female,36.357082472704185,3,no,northwest,9506.330633735113
77,46,female,24.763940078954008,0,no,southwest,7232.053582617405
78,21,female,24.76394007893502,0,no,southwest,10238.16215174561
79,46,female,24.763940078975757,0,no,southwest,9713.298616204745
80,21,female,24.763940078934958,0,no,northeast,9534.456752142041
81,46,female,24.7639400789858,0,no,southwest,7213.16921534598
82,57,female,29.809108572389277,0,no,southeast,13667.534158903374
83,21,female,24.763940078934912,0,no,northwest,9583.763139724784
84,46,male,24.76394007895385,0,no,southwest,7330.751311263154
85,46,female,24.763940078955144,0,no,northwest,7327.367406679161
86,57,female,24.76394007895612,0,no,southwest,9921.667928516
87,21,female,36.35708247267673,2,no,southeast,11060.653466448786
88,21,female,24.76394007894819,1,no,northwest,9446.832701949968
89,57,female,24.763940080738,3,no,northwest,9413.345617074392
90,21,female,29.80910857238834,2,no,southeast,2659.9501224973883
91,46,female,36.35708247280497,0,no,southeast,12239.651806327152
92,57,female,24.763940078959184,0,no,southwest,10154.218836405009
93,57,female,24.763940078941673,0,no,southeast,10453.201572752836
94,57,female,24.76394007894335,0,no,southwest,10194.961049677007
95,30,female,24.763940078941232,3,no,northwest,9402.815780573535
96,30,female,34.95453183697788,0,no,northeast,9513.796478260467
97,21,female,24.76394007893491,0,no,northwest,2478.86765256512
98,57,female,24.76394007899964,3,no,southeast,9429.07358283835
99,57,female,29.809108572426677,0,no,southeast,14951.390401905774
100,57,female,29.80910857238925,0,no,southeast,10755.8671064836
101,46,female,24.763940078952764,0,no,southwest,8032.197971975157
102,21,female,24.763940078934993,0,no,northeast,2490.279590125574
103,46,male,24.763940078976553,0,no,northwest,7585.521287789928
104,57,female,24.76394007895775,0,no,southwest,9794.491114139217
105,46,female,36.357082472685605,3,no,northwest,9708.38942991615
106,46,male,34.95453183717765,0,no,northeast,8493.278681227395
107,46,female,24.763940078967295,0,no,southwest,9806.700690591257
108,46,female,24.76394007900026,0,no,northwest,7215.256935742588
109,30,female,24.763940078935008,0,no,northeast,2475.389698147576
110,57,female,24.763940078986383,0,no,southwest,10244.109917142245
111,21,female,24.76394007893491,0,no,northeast,2551.136490888406
112,30,female,24.7639400789402,0,no,northeast,10158.026315721554
113,57,female,29.80910857238853,0,no,southeast,11809.747124662916
114,57,female,34.954531837068934,0,no,northeast,10953.070628510412
115,21,male,36.35708247273137,1,no,southeast,9532.365145437354
116,46,female,24.763940079046584,2,no,northwest,9471.603826633587
117,57,female,24.763940078981665,0,no,southwest,9924.514764588195
118,46,female,29.809108572396674,2,no,northwest,7352.471684233048
119,21,male,24.76394007893491,2,no,northwest,2470.121655616508
120,21,female,36.35708247275423,1,no,southeast,9717.60394371663
121,57,female,29.809108572389857,0,no,southeast,16752.19134771419
122,21,male,24.76394007893491,0,no,northwest,2479.4184676195487
123,57,female,24.76394007905576,0,no,northwest,9443.95130429868
124,57,female,34.95453183793223,0,no,northeast,9628.10688176513
125,46,female,24.76394007894883,0,no,northwest,7273.684220595845
126,57,female,34.95453183745869,0,no,northeast,9525.166854666033
127,21,male,24.76394007893491,0,no,northwest,2473.3324127351725
0,57,female,24.763940078935974,3,no,southeast,9871.841931029998
1,21,female,24.763940078941076,0,no,northwest,10103.351472952436
2,57,female,34.954531837100404,3,no,northeast,9440.666972914001
3,57,female,34.95453183740657,2,no,northeast,9443.189588888603
4,46,female,24.763940079009345,0,no,northwest,9676.66597547987
5,57,female,34.95453183955991,3,no,northeast,9493.39497360426
6,46,female,24.763940078983474,0,no,southwest,9696.058366122901
7,21,female,24.763940078934915,0,no,northwest,9631.184394371923
8,57,female,34.954531837310135,0,no,northeast,10600.183884454545
9,57,female,34.954531837377765,0,no,northeast,9577.574262344648
10,21,female,34.954531836960406,0,no,northeast,2475.116665681739
11,46,female,24.763940078958186,0,no,southwest,9751.030683129842
12,57,female,24.76394007919572,2,no,northwest,9406.862129557627
13,21,female,34.95453183696338,1,no,northwest,2481.281209635194
14,57,female,24.763940079164865,2,no,northwest,9400.680444969812
15,57,female,34.9545318382283,0,no,northeast,10009.528471063986
16,21,female,24.76394007893491,3,no,northwest,2469.330805490544
17,46,female,34.9545318375308,2,no,northwest,7235.09058433484
18,46,female,24.763940078953024,0,no,southwest,7459.9333468865025
19,57,female,36.35708247287389,3,no,southeast,9756.324098573874
20,46,female,36.357082472691765,2,no,northwest,7272.983948638178
21,57,female,34.95453183975903,0,no,northeast,9927.365272103829
22,46,male,34.954531837199205,0,no,northwest,7702.602765440468
23,57,female,24.763940078935054,0,no,southwest,10877.261914732462
24,21,female,34.95453183696504,3,no,northwest,2483.283650966417
25,57,female,24.763940078973498,0,no,southwest,9921.350767074331
26,57,female,24.763940079304177,3,no,southeast,9518.512243505449
27,21,female,29.80910857238834,2,no,northwest,2482.977525375319
28,57,female,34.95453183762246,0,no,northeast,9673.376144024915
29,57,female,36.357082472750065,3,no,southeast,9728.96355891323
30,21,female,34.95453183696042,0,no,northeast,2477.3052448299213
31,46,female,29.809108572441463,0,no,southeast,12986.566305361497
32,57,female,29.809108572388695,0,no,southeast,11045.74910798427
33,57,female,24.76394007911724,0,no,northwest,9941.571567237163
34,21,male,24.76394007893491,3,no,northwest,2469.67380278218
35,57,female,34.954531837384295,0,no,northeast,10691.792759517959
36,57,female,24.76394007900439,0,no,northwest,9878.624631694885
37,21,female,24.76394007893519,0,no,southeast,9891.427577230255
38,57,female,24.76394007939158,2,no,northwest,9427.2289855928
39,57,female,34.95453183802803,0,no,northeast,10446.71010953352
40,46,male,24.763940078948348,0,no,southwest,7506.434694443813
41,46,male,24.76394007898387,0,no,northwest,7579.0513950589775
42,21,female,36.35708247267467,2,no,southeast,2798.887259892364
43,57,female,24.763940079010094,0,no,northwest,9741.022198635577
44,21,female,29.80910857238837,3,no,southwest,2476.7668094689852
45,46,female,24.763940078958058,2,no,northwest,9457.114278313757
46,57,female,24.763940079018443,0,no,southwest,9475.48052792635
47,46,male,34.9545318370606,0,no,northwest,8144.791152248739
48,57,female,29.80910857241754,0,no,southeast,10528.580141351631
49,21,male,29.809108572388343,1,no,northwest,2477.305074298354
50,57,female,24.76394007905963,0,no,northwest,10531.803861139173
51,46,male,24.763940078962058,0,no,southwest,7567.876007340268
52,46,female,29.809108572412445,2,no,northwest,7202.936811233165
53,57,female,24.76394007895113,0,no,southwest,9684.925369029868
54,57,female,24.76394007904094,0,no,southwest,9480.171391514228
55,46,female,24.763940078944163,0,no,southwest,7386.623777651301
56,57,female,24.7639400789839,0,no,southwest,9822.35319237849
57,46,female,29.809108572394315,2,no,southwest,7274.158525427596
58,46,female,29.80910857245127,0,no,southeast,14658.32819649403
59,21,female,34.95453183696038,3,no,northeast,2471.514451363205
60,21,female,24.763940078934915,2,no,northwest,2470.899573567002
61,21,female,24.763940078934965,3,no,southeast,9585.090546055646
62,21,female,36.357082472674755,2,no,southeast,2926.3520107143754
63,21,female,24.76394007893558,3,no,southwest,9426.144694071701
64,46,female,34.95453183757465,2,no,northeast,7496.775378869707
65,30,female,34.95453183709526,0,no,northeast,9866.53212944787
66,57,female,24.763940078965966,0,no,southeast,11159.345689234913
67,46,female,36.357082472701016,3,no,northwest,9664.34719597237
68,46,male,34.95453183699468,0,no,northwest,7543.839760182926
69,57,female,29.8091085723928,0,no,southeast,18118.387287790945
70,57,female,24.763940078972386,0,no,northwest,9760.444425230255
71,30,female,24.763940078939267,0,no,northeast,9520.004565517629
72,57,female,29.809108572391054,0,no,southeast,13711.134746580821
73,21,female,24.763940079016535,3,no,southeast,9461.068471863446
74,46,female,29.809108572500346,0,no,southeast,13265.348216247525
75,21,female,24.76394007893491,0,no,northwest,9554.867382324104
76,46,female,24.76394007894605,0,no,southwest,7142.584392324686
77,46,female,36.357082473221745,3,no,northwest,9448.045621756277
78,57,female,24.763940078968616,0,no,northwest,9747.499081666525
79,46,female,24.76394007895941,0,no,southwest,9599.200581206867
80,57,female,24.76394007899664,0,no,northwest,9989.95756755579
81,57,female,24.763940079008353,0,no,northwest,9609.969807186784
82,57,female,24.763940078969657,0,no,southwest,9974.76482099706
83,57,female,24.76394007893543,0,no,southwest,9923.789368214988
84,46,female,34.95453183717887,2,no,northwest,7162.9996920172935
85,21,female,24.76394007893493,0,no,northwest,9551.006895359224
86,46,female,29.809108572448242,2,no,northwest,7301.076746408943
87,57,female,34.95453184024047,0,no,northeast,9632.073313561992
88,46,female,29.809108572505142,0,no,southeast,11244.284053333964
89,46,female,24.763940078949688,2,no,northwest,9580.614399234251
90,21,female,29.80910857238834,3,no,southeast,2688.2143414022453
91,46,female,24.76394007896851,0,no,southwest,9516.730664964962
92,46,male,34.954531837157845,0,no,northwest,8118.492809744387
93,46,male,24.76394007896426,0,no,northwest,7351.135263621059
94,57,female,24.763940080138237,0,no,northwest,9398.562911876348
95,57,female,36.35708247274084,3,no,southeast,9783.430729796664
96,57,female,24.76394007894474,0,no,northwest,9526.198006617977
97,46,male,34.954531837077724,0,no,northwest,7538.390856873629
98,57,female,36.35708247268277,3,no,southeast,10828.40261600286
99,57,female,24.763940079434285,3,no,northwest,9402.191543005403
100,21,female,24.763940078934915,0,no,northeast,10145.31710800226
101,46,male,24.76394007896588,0,no,northwest,7517.684567739177
102,57,female,34.95453183805401,0,no,northeast,11462.701137915228
103,21,female,29.809108572388354,2,no,southeast,2626.8071847120555
104,57,female,24.76394007902492,0,no,northwest,9789.930587883733
105,21,female,36.35708247267467,2,no,southeast,2750.4972165298936
106,57,female,24.76394007908677,0,no,northwest,9552.303110414463
107,21,female,24.763940078934915,0,no,northeast,10125.101252680324
108,21,female,24.763940078938006,0,no,northeast,10801.964975655867
109,21,male,24.76394007893491,0,no,northwest,2473.137458849112
110,46,female,24.763940078948778,0,no,southwest,9745.879411191012
111,57,female,36.35708247267516,3,no,southeast,12125.089486394412
112,57,female,24.76394007894072,0,no,northwest,9759.13460645768
113,46,female,24.76394007895351,0,no,southwest,7292.224511765957
114,46,female,29.80910857240075,2,no,northwest,7362.39242301499
115,46,male,34.95453183723397,0,no,northeast,8472.12584062057
116,21,female,24.763940078934944,0,no,northwest,9805.663912378337
117,30,female,24.763940078935228,0,no,northeast,9553.35146840363
118,30,female,34.95453183696039,0,no,northeast,2474.5314185049697
119,21,female,24.76394007893499,3,no,northwest,2473.883236130472
120,57,female,24.763940078959138,3,no,northwest,9413.196807004468
121,57,female,36.35708247275912,3,no,southeast,11267.924715477722
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