,age,sex,bmi,children,smoker,region,charges
0,56,female,32.437044230579,0,no,southeast,10877.676520088917
1,22,female,36.065723433315945,0,no,southeast,31328.12988201241
2,56,female,36.0657564270594,0,no,southwest,2494.489969277006
3,33,male,28.487483991196726,0,no,southwest,31327.557692000024
4,56,female,36.06572391429397,0,no,southwest,31335.316936557574
5,56,female,36.06574453945756,0,no,southeast,11002.052368993802
6,56,male,28.487484206309148,0,no,southwest,2485.9401915784397
7,56,male,28.48748492246122,0,no,northwest,10885.486171354109
8,33,male,28.48748399105103,0,no,southwest,31327.49039689876
9,56,female,36.06575750963876,0,no,southwest,2499.523754141026
10,56,male,32.4370442266316,0,no,southwest,31329.261378113817
11,33,female,36.06572343353874,0,no,southeast,31327.822299636184
12,56,female,36.065808083006274,0,no,southeast,2498.7923958567253
13,33,male,28.487483991007025,2,no,southwest,31327.458028338307
14,56,female,36.06576128711809,0,no,northeast,2492.5420985251817
15,56,female,51.120469361172695,0,yes,southwest,3656.3583246153976
16,56,male,32.4370442265171,0,no,southwest,31328.33378419452
17,56,female,28.495759086167183,0,yes,northwest,11473.816987487724
18,56,female,36.06572353390417,0,no,southwest,10878.777388560664
19,33,male,28.48748399102437,2,no,northwest,31327.462982684803
20,56,female,36.06573120685205,0,no,northeast,2487.5252969195712
21,56,male,28.48748404814878,0,no,southwest,10879.754652580341
22,33,male,32.43704422556458,0,no,southwest,31327.45942245135
23,33,male,28.487483991173836,2,no,northwest,31327.479022143714
24,56,female,36.0657234369885,0,no,southeast,31327.82869778627
25,33,female,36.06572343315103,0,no,southeast,31327.463088578374
26,56,female,36.06578631024955,0,no,southwest,2509.872644237618
27,56,female,37.95422036810676,0,yes,southwest,3002.115332234258
28,33,male,28.48748399100905,2,no,southwest,31327.46171416794
29,56,male,28.487484008783955,0,no,southwest,10877.817356387703
30,56,female,36.06575374112235,0,no,southeast,11038.910321126905
31,56,female,36.065728839014575,0,no,southwest,10915.271425448738
32,56,female,30.40311425573669,0,yes,southwest,4795.898203433005
33,22,female,32.43704422556442,2,no,southeast,6664.926869950178
34,56,female,36.27201943912556,0,yes,southwest,14429.645361384748
35,56,female,25.863513637884108,0,yes,southwest,2887.273179306641
36,56,male,32.437044226644595,0,no,southwest,31328.30850799607
37,56,female,28.48748577188938,0,no,southwest,10892.24143817505
38,33,female,36.06572343520175,0,no,southwest,31327.759416671885
39,56,male,28.487484122720748,0,no,northwest,10880.35073811161
40,56,male,32.437044225721316,0,no,southwest,31327.81419504585
41,56,female,28.487484108845393,0,no,southwest,2485.728301360633
42,33,male,28.48748399137382,2,no,northwest,31327.482828722892
43,33,female,36.06572343323429,0,no,southeast,31327.536545909923
44,56,female,25.385328647550384,0,yes,southwest,12038.962391780191
45,56,female,28.487865053703928,2,no,northwest,11400.361525426457
46,56,male,32.4370442256344,0,no,southeast,31327.56541644294
47,22,female,28.48748399100691,2,no,southwest,6664.92681664158
48,56,male,28.48748983994707,2,no,northwest,2494.505307802598
49,56,female,25.40177308291581,0,yes,southwest,12465.702383620452
50,56,male,28.487484011436223,0,no,southwest,10877.436074435233
51,56,male,28.48748399140995,0,no,southwest,31328.033312413576
52,33,female,32.43704422558926,0,no,southeast,31327.487560236663
53,56,male,32.43704422580109,0,no,southwest,31328.003698292334
54,56,male,32.437044225688815,0,no,southwest,31327.551902404088
55,33,male,32.4370442259648,0,no,southwest,31327.542780402688
56,56,female,36.0657236702733,0,no,southeast,10887.546669043855
57,22,male,28.487483991006915,2,no,southwest,6664.927014614079
58,22,female,36.06572343315088,2,no,southeast,6664.928065155849
59,33,female,36.06572343385779,0,no,southeast,31327.95028911336
60,56,female,36.06572346400811,0,no,southeast,31335.540033818343
61,33,male,28.487483991093722,0,no,southwest,31327.503629510884
62,33,female,36.065723434119334,0,no,southeast,31327.635792255307
63,56,male,28.48748411096048,0,no,southwest,2486.136014974336
64,56,female,36.06572344667903,0,no,southeast,31335.340431501023
65,56,male,28.48748400107669,0,no,southwest,31331.430945336124
66,33,male,28.487483992456728,2,no,northwest,31327.518036561018
67,56,male,28.487484288704014,0,no,northwest,10884.327751252778
68,33,male,28.487483993576113,2,no,northwest,31327.761544899862
69,56,female,36.06573687240705,0,no,southeast,10923.030083087388
70,22,female,36.06572343315268,0,no,southeast,31327.49940660724
71,33,female,32.437044225669354,0,no,southeast,31327.532048088266
72,56,female,36.06572343921688,0,no,southeast,31328.178843248523
73,33,female,32.43704422556442,2,no,southwest,6664.9268343302465
74,56,female,36.06572344825149,0,no,southeast,31328.610717604206
75,56,female,37.18714545252575,0,yes,southwest,3294.000384968039
76,33,male,28.48748399198935,2,no,northwest,31327.577894971975
77,33,male,28.48748399102147,2,no,southwest,31327.467312213746
78,33,female,36.065723487663924,0,no,southeast,31329.62176317775
79,22,female,36.065723433150886,2,no,southeast,6664.928218006953
80,56,female,36.06575406050431,0,no,southeast,2493.163095286101
81,33,female,36.06572343315088,0,no,southeast,6664.926903887381
82,33,female,32.43704422556442,0,no,southwest,6664.926898398568
83,56,female,28.487682592341724,0,no,northwest,11140.212980079412
84,56,male,28.48748405090056,2,no,northwest,31340.137000229122
85,56,female,25.46585868570311,0,yes,southwest,2736.83557255681
86,33,female,32.43704422556442,2,no,southeast,6664.927230211116
87,33,female,32.43704422556442,2,no,southwest,6664.926835302513
88,56,female,36.128426676244565,0,yes,southwest,2649.233252679907
89,33,female,36.065723439323676,0,no,southeast,31327.855543157035
90,56,female,28.477865798127613,0,yes,northwest,19300.290185140606
91,22,female,28.487483991006926,2,no,southwest,31327.459439362727
92,33,female,32.437044225564435,0,no,southwest,31327.458144579687
93,56,male,28.487484484957605,0,no,southwest,31330.854109295837
94,56,female,36.16414179585554,0,yes,southwest,14613.852350488116
95,22,female,32.43704422556442,0,no,southwest,6664.926922393443
96,56,female,36.06575149018984,0,no,northeast,2489.462602229993
97,33,male,28.487483991008947,0,no,southwest,31327.459895619904
98,33,male,28.48748399101199,0,no,northwest,31327.459850431285
99,56,male,28.487483991772134,0,no,southwest,31327.946789629797
100,56,female,36.066112643480345,0,yes,southeast,11572.669741930378
101,33,female,36.06572343315114,0,no,southeast,31327.462036734647
102,56,female,28.487569416955658,0,no,southwest,2499.70861056767
103,56,male,32.43704422561674,0,no,southwest,31327.63400953772
104,56,female,36.06689102177611,0,yes,southwest,11668.589847270821
105,33,male,32.437044225566986,0,no,southwest,31327.461893513293
106,22,female,32.43704422556442,0,no,southeast,6664.926966593296
107,33,male,32.437044225586604,0,no,southwest,31327.481680985296
108,33,male,32.43704422738081,0,no,southeast,31327.779277084835
109,56,female,36.13695761956432,0,yes,southwest,2959.610840772863
110,56,male,28.487484587316228,0,no,southwest,10886.23723603364
111,33,female,32.43704422556442,0,no,southwest,6664.926920248946
112,56,female,36.066149381802376,0,no,southwest,2504.62552800515
113,56,male,28.48748420777605,0,no,southwest,10883.750813439674
114,33,male,28.487484735948062,0,no,southeast,31340.677824224298
115,33,female,36.065723433152506,0,no,southeast,31327.47830675287
116,22,female,32.43704422556442,0,no,southeast,6664.926940558867
117,56,male,28.4874841984611,2,no,northwest,31335.990255491277
118,33,female,36.065723433150936,0,no,southeast,6664.928386667491
119,56,female,36.06572343362352,0,no,southeast,31327.83424533109
120,56,female,36.065723435321374,0,no,southeast,31330.008168339988
121,22,female,36.06572343379423,0,no,southeast,31327.781168531485
122,56,male,32.43704422573989,0,no,southeast,31327.73194530671
123,33,male,32.43704422556457,0,no,southwest,31327.459875981738
124,56,male,32.43704422645596,0,no,southwest,31328.81390210528
125,56,female,36.06572508587029,0,no,southwest,2486.8651991368906
126,33,male,32.4370442255674,0,no,southwest,31327.461703552275
127,56,male,36.065723476981,0,no,southeast,10878.733552107538
0,56,male,28.4874841221777,0,no,northwest,10880.131168347303
1,56,male,28.487484018171116,0,no,southwest,10878.783159051358
2,33,male,28.4874842251253,0,no,northwest,31345.073497591096
3,56,male,32.43704422569151,0,no,southwest,31327.709573332984
4,33,female,36.06572343315088,0,no,southeast,6664.927108941931
5,56,male,28.487484067587506,0,no,southwest,10880.77648558662
6,56,female,25.501977939073672,0,yes,northwest,13481.49781026402
7,33,female,36.06572344136147,0,no,southwest,31328.15158977815
8,22,female,36.06572343315088,2,no,southeast,6664.927234612194
9,56,female,25.484268491520734,0,yes,southwest,12371.381672734637
10,56,female,32.4370442280125,0,no,southeast,31329.366187151107
11,56,male,32.43704422722019,0,no,southeast,31328.47341746669
12,33,male,32.437044225609775,0,no,southeast,31327.51176765281
13,56,male,28.487483991754377,0,no,southwest,31327.941214360784
14,33,female,36.065723433212824,2,no,southeast,31327.54433112457
15,33,male,28.48748399100691,2,no,southwest,6664.9268066391105
16,33,male,28.487483998428193,0,no,northwest,31328.42233073076
17,56,female,28.489435175858972,0,yes,southwest,11129.25881208858
18,33,male,28.48748401361406,0,no,southwest,31328.101708270537
19,56,female,36.06591689453243,0,yes,southwest,11301.875040255602
20,33,male,28.48748399101812,2,no,southwest,31327.473827081576
21,56,female,36.065734339482326,0,no,southwest,10927.77194202431
22,56,female,28.48748533663439,0,no,southwest,10885.93708327253
23,56,female,36.065723543362495,0,no,northeast,31331.087697399566
24,33,female,32.43704422556445,0,no,southwest,31327.459376130057
25,56,male,32.43704422570652,0,no,southeast,31327.684455140094
26,56,male,28.48748467012238,2,no,northwest,10884.779430041
27,56,female,36.065723814136106,0,no,southwest,2487.145240037167
28,33,female,36.06572343769076,0,no,southeast,31328.57271691033
29,33,female,32.437044225566346,0,no,southeast,31327.466059815593
30,56,female,36.0657237788358,0,no,southeast,2485.758126355451
31,56,female,36.065723469638655,0,no,southeast,31333.943415700018
32,33,female,36.065723433249936,0,no,southeast,31327.519834361472
33,56,female,36.06573950610182,0,no,southwest,10960.225391685532
34,22,female,36.06572343315103,2,no,southeast,31327.46764931825
35,33,female,36.065723433151156,0,no,southeast,31327.460612103216
36,33,male,32.437044225589105,0,no,southeast,31327.536158678613
37,56,female,36.06588947967618,0,yes,southwest,11216.818812523325
38,33,female,36.06572343322118,0,no,southeast,31327.658785960382
39,56,female,28.4886095315496,0,yes,southwest,2527.711422995744
40,56,male,28.48748401472274,0,no,southwest,10878.506663682243
41,33,female,36.0657234332243,0,no,southeast,31327.492286214816
42,33,male,28.48748400015391,2,no,northwest,31328.187138232064
43,56,male,28.48748648717168,0,no,southwest,10888.096797156555
44,33,male,28.48748399134525,0,no,southwest,31327.908207153403
45,56,female,26.14999016815943,0,yes,southwest,3123.1189029596517
46,33,male,28.487483991007082,2,no,northwest,31327.45781823742
47,33,male,28.48748401177239,2,no,northwest,31331.507628264295
48,56,female,36.06572926652789,0,no,southeast,10913.278029224088
49,22,female,36.06572343315088,0,no,southeast,6664.927727077908
50,56,female,36.06572804468323,0,no,southwest,2487.286506533681
51,33,female,36.06572343318211,0,no,southeast,31327.476854027023
52,56,female,25.444423182907286,0,yes,southwest,2659.9443797030817
53,56,female,28.50188008223583,0,yes,northwest,15271.482143590136
54,56,female,36.07694388059811,0,yes,southwest,12223.431663530144
55,56,female,36.06572464190724,0,no,southeast,10893.771965199428
56,22,male,28.48748399100691,2,no,southwest,6664.926842789087
57,56,female,36.119898687556166,0,yes,southwest,12101.507500484558
58,56,female,36.065724234400555,0,no,northeast,31334.021476685306
59,33,female,32.43704422556442,0,no,southeast,6664.927160105583
60,33,male,32.437044225564705,0,no,southeast,31327.460786169275
61,22,female,36.0657234331509,2,no,southeast,6664.928893011237
62,56,male,28.487487376511325,0,no,northwest,10897.291555094447
63,56,male,28.487484132449776,2,no,northwest,31339.27230824796
64,22,female,36.06572343315088,0,no,southeast,6664.927838585906
65,33,male,28.487483991027773,0,no,southwest,31327.462373047878
66,56,female,36.06573768648834,0,no,southeast,2488.910345906379
67,33,male,28.487484057767563,0,no,southwest,31329.194313895583
68,22,male,28.48748399100691,2,no,southwest,6664.926814768712
69,33,male,32.437044225564456,0,no,southwest,31327.45956689819
70,56,male,28.48748400153398,0,no,southwest,10877.182935465122
71,33,male,32.43704422557243,0,no,southwest,31327.464623578762
72,33,male,28.487484003462725,0,no,southwest,31328.316680858094
73,33,female,32.43704422556442,2,no,southwest,6664.926869854707
74,56,male,28.487484604912325,0,no,southwest,10898.953793455485
75,33,female,36.065723433150886,0,no,southeast,6664.927841188833
76,56,male,28.48748430184503,0,no,northwest,31334.746442750566
77,56,female,36.06572399307687,0,no,southeast,2486.9154600159095
78,33,female,36.065723433150886,0,no,southwest,6664.927630065464
79,56,female,36.065723433305315,0,no,southeast,31327.721176456103
80,33,female,32.43704422556442,0,no,southwest,6664.926894243807
81,56,female,36.06638830214796,0,no,southeast,2511.6673943654973
82,56,female,36.07111452277739,0,yes,southeast,12709.838329299855
83,33,female,32.43704422556443,0,no,southwest,31327.458696618687
84,56,female,36.07994027724624,0,yes,southwest,12955.7553411993
85,22,female,32.43704422556442,2,no,southwest,6664.927385825053
86,22,male,28.48748399100691,2,no,southwest,6664.926983459404
87,56,female,36.065734916753605,0,no,northeast,2488.461636071644
88,33,male,28.487483991007327,2,no,southwest,31327.458553512988
89,33,female,32.43704422556442,0,no,southwest,6664.926979164075
90,33,male,28.487483991044673,0,no,southwest,31327.47609017193
91,56,female,28.487484178941262,0,no,southwest,10880.581108221257
92,33,male,28.48748399100691,2,no,southwest,6664.926813567781
93,33,male,32.4370442255645,0,no,southwest,31327.45755013485
94,33,male,28.487483991184384,0,no,southwest,31327.503571193978
95,56,female,28.487485831556537,0,no,southwest,10891.84228687274
96,56,female,36.06572391505168,0,no,southeast,10886.283400105545
97,56,female,36.06572343655041,0,no,southeast,31328.00044710395
98,56,female,28.495790367472154,0,yes,northwest,11673.984343644828
99,56,female,25.475045973755822,0,yes,southwest,2721.4621705499967
100,33,male,28.48748399100691,0,no,southwest,6664.926834463829
101,22,female,28.48748399100691,2,no,southwest,6664.9269508619955
102,33,male,28.48748399105956,2,no,northwest,31327.471563096995
103,33,female,36.065723433150886,0,no,southeast,6664.927227293726
104,56,female,28.53940854790365,0,yes,southwest,11808.505668122545
105,33,female,32.437044225564435,0,no,southwest,31327.45879567407
106,56,female,28.48788289481698,0,no,northwest,2532.471041970341
107,33,female,36.065723442896235,0,no,southeast,31328.164517950143
108,56,female,36.06572343418507,0,no,southeast,31328.621992055545
109,56,female,36.933635728120365,0,yes,southwest,3215.050517079386
110,33,female,36.06572343315146,0,no,southeast,31327.466957551063
111,33,male,28.487484001586072,2,no,northwest,31328.479378062388
112,33,male,28.48748399102803,0,no,southwest,31327.470798740527
113,56,male,28.48748495146078,0,no,southwest,10890.857485958879
114,22,female,36.065723433233664,0,no,southeast,31327.666429801062
115,56,female,36.067066350067336,0,yes,southeast,11743.40403074873
116,56,male,28.48748399368055,0,no,southwest,10876.962860126616
117,56,female,32.03021545054927,0,yes,southwest,3569.052447754025
118,56,male,28.487485226615636,0,no,northwest,10887.632946121477
119,56,female,36.06578872730987,0,no,southwest,2493.40867123505
120,33,male,28.487483992907052,2,no,southwest,31327.61960181555
121,22,female,32.43704422556442,2,no,southeast,6664.926881940844
122,33,female,36.0657234346086,0,no,southeast,31327.731702356916
123,56,female,36.091730010552745,0,yes,southwest,13519.206208389794
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