,age,sex,bmi,children,smoker,region,charges
0,45,male,33.814601391490996,0,no,northwest,7635.763856141964
1,45,male,36.03886302880942,3,no,southeast,7635.761728091971
2,45,male,33.814601391490996,0,no,northwest,7635.7629907312685
3,45,male,36.03886302880942,3,no,southeast,7635.761499810459
4,56,male,33.81460139149101,1,no,southwest,7635.763466424816
5,56,male,33.81460139149816,3,no,southwest,7635.894465605298
6,32,male,33.81460139198351,3,yes,northeast,7636.101133568485
7,22,male,33.81460162002817,0,yes,northeast,7643.536639896212
8,22,male,33.8146172216949,0,yes,southeast,7679.303178393722
9,45,male,33.814601391490996,0,no,northeast,11090.005165240007
10,45,male,33.814601391490996,0,no,northwest,7635.772919093303
11,56,male,36.03886302880942,2,no,southeast,7635.761586682157
12,45,male,33.814601391490996,0,no,northwest,7635.766837091289
13,22,male,33.81483853722612,1,yes,southeast,7749.777770398281
14,32,male,36.03886370985605,3,yes,southeast,2442.1877837921147
15,45,male,33.814601391490996,3,no,northeast,11090.005066057234
16,22,male,33.814616991139935,0,yes,southeast,7678.263180546387
17,32,male,33.814602907921916,3,yes,southeast,7677.178045063608
18,32,male,33.814601391490996,0,no,northeast,7635.762342849536
19,32,male,36.03887011566235,0,yes,southeast,2442.098574362867
20,22,male,33.81460321565267,0,yes,southeast,7648.442693897037
21,56,male,33.814601391490996,2,no,southwest,7635.761522904058
22,32,male,36.038863147369945,2,no,southeast,7637.750458516408
23,56,female,36.03886302880943,2,no,southeast,7635.761733174545
24,22,male,36.03889211271189,0,yes,southeast,7658.9926584491905
25,32,male,33.814601391490996,3,no,northeast,7635.761816089769
26,56,female,33.814601391490996,2,no,southeast,11090.005063347013
27,56,male,33.814601391490996,2,no,northeast,11090.005066177244
28,45,male,33.814601391490996,3,no,northwest,11090.00507157048
29,22,male,33.814617720023186,1,yes,southeast,7677.697106985787
30,32,male,33.81460173268002,3,yes,southeast,7655.813300348066
31,56,male,33.814601391490996,2,no,southwest,11090.00508042243
32,56,male,36.03886302880942,2,no,southeast,7635.7616805521175
33,56,female,36.03886302880942,3,no,southeast,7635.7615117991545
34,45,male,36.03886302880943,0,no,northwest,7635.767050601158
35,22,male,33.81460184651619,0,yes,southeast,7646.7920498222065
36,56,male,36.03886302880983,2,no,southeast,7635.765415910919
37,32,male,33.814601391491394,3,no,northeast,7635.775148456998
38,32,male,33.814601391490996,0,no,northeast,7635.763136670929
39,56,male,33.814601391490996,2,no,southwest,7635.761579733024
40,32,male,36.03886303007225,0,no,northwest,2442.086771567847
41,32,male,36.03886302995699,3,no,southeast,7635.762038893928
42,32,male,36.038872920946595,0,yes,southeast,2442.0696045899535
43,56,male,33.814601391490996,2,no,southwest,11090.005089005655
44,56,male,36.03886302880946,2,no,southeast,7635.7627003459165
45,32,male,33.81460204920906,1,yes,southeast,7662.895539091461
46,32,male,33.81460139152666,1,no,northeast,7635.805803894619
47,56,male,33.814601391491095,1,no,southwest,7635.766312089358
48,56,male,36.03886302880942,3,no,southeast,7635.761551481843
49,56,male,36.03886302880957,2,no,southwest,7635.763577665686
50,56,male,33.81460139247241,1,no,southwest,7636.6120950825825
51,45,male,33.814601391490996,0,no,northwest,7635.762099679157
52,45,male,36.03886302880942,0,no,northwest,7635.762496559542
53,22,male,36.038863171537855,0,yes,northwest,2442.391519862237
54,56,male,33.814601391491074,1,no,northeast,7635.768382276079
55,56,male,33.814601391490996,3,no,northeast,11090.00507251475
56,32,male,33.81460141616444,0,yes,northwest,7638.474663366392
57,56,male,33.814601391490996,2,no,southwest,7635.761668166395
58,22,male,36.03886302881212,0,no,northwest,7635.828757549754
59,22,male,36.038863035834126,0,yes,northwest,7636.241258647772
60,32,male,33.8146013915001,0,no,northwest,7635.843336308689
61,45,male,33.814601391490996,0,no,northwest,7635.765431758331
62,45,male,33.814601391490996,3,no,southeast,11090.0050654452
63,45,male,36.03886302880942,0,no,northwest,7635.761609079457
64,32,male,36.03886304919692,3,yes,southeast,7635.771342285638
65,56,male,36.03886302880947,3,no,southeast,7635.76303540935
66,56,male,33.81460139158083,1,no,southwest,7635.883986128843
67,22,male,33.81461059308475,0,yes,southeast,7694.348098339189
68,22,male,33.814602424018545,0,yes,southeast,7652.792345367567
69,56,male,36.03886302880942,3,no,southeast,7635.761533116421
70,56,male,33.814601391490996,2,no,southwest,7635.761537087654
71,22,male,33.814605429668184,0,yes,northeast,7669.547028272173
72,32,male,33.81460139149857,0,no,northeast,7635.817744816853
73,45,female,33.814601391490996,2,no,southeast,11090.005061677119
74,56,male,33.814601391490996,3,no,northeast,7635.761626784103
75,32,male,36.03886302881122,3,no,southeast,7635.761624812816
76,56,female,33.814601391490996,2,no,southeast,11090.005061650445
77,32,male,36.03886302880943,0,no,northwest,7635.76185675627
78,45,male,33.814601391490996,0,no,northwest,7635.761513733154
79,56,female,36.03886302880942,2,no,southeast,11090.00506761275
80,32,male,36.03886302882039,3,no,southeast,7635.762165885933
81,32,male,36.03886330954239,0,yes,southeast,2442.065704214455
82,22,male,36.0388645414266,0,yes,southeast,2442.1029244759798
83,32,male,36.03886303738159,1,no,southeast,7636.115933523014
84,32,male,36.03886302880943,0,no,southeast,7635.761595673977
85,32,male,33.814618376470975,1,yes,southeast,7798.840323437312
86,22,male,36.03886302966219,0,no,northwest,2442.1295688530154
87,32,male,33.81460139154307,0,yes,northeast,7635.828390407041
88,45,male,33.814601391490996,0,no,northwest,7635.76415925495
89,22,male,36.038863053093195,0,yes,northwest,2442.161417398368
90,56,male,33.814601391491045,3,no,southwest,7635.766395387891
91,45,male,36.03886302880942,2,no,northwest,11090.005063229799
92,45,male,33.81460162922183,3,no,southwest,2446.1251592511258
93,32,male,33.81460184115066,1,yes,southeast,7663.599334702066
94,45,male,33.814601391490996,0,no,northwest,7635.762289482396
95,32,male,36.03886724440265,0,yes,southeast,2442.190900760309
96,56,male,33.81460149862689,3,no,southeast,7641.967483791532
97,56,male,33.814601391491045,3,no,northeast,7635.765318485991
98,45,male,33.814601391490996,0,no,northwest,7635.763800579506
99,45,male,36.03886302880942,3,no,northwest,7635.761489500993
100,56,male,33.814601391490996,3,no,northeast,7635.761495056958
101,56,male,33.814601391490996,3,no,northeast,7635.761522681937
102,22,male,36.03922661286369,0,yes,southeast,7756.345749774545
103,32,male,36.03886304591962,0,yes,southeast,7635.787963205341
104,32,male,36.03886588314106,0,yes,southeast,2442.080724471
105,56,male,33.814601391509875,3,no,southwest,7635.862795351577
106,22,male,36.03886552078664,0,yes,southeast,2442.132632756429
107,56,male,33.814601391490996,3,no,northeast,11090.005152727319
108,22,male,33.814603002945404,1,yes,southeast,7656.733357935539
109,45,male,33.814601391490996,0,no,northwest,7635.761641315327
110,32,male,33.81460139253667,1,yes,northeast,7636.236708305069
111,32,male,36.03886330225058,0,yes,southeast,2442.0649953588977
112,32,male,33.814601391491,3,no,northeast,7635.7625874289215
113,56,male,33.814601391490996,2,no,southwest,11090.005071098807
114,22,male,33.81461189342718,0,yes,southeast,2447.8357708478193
115,32,male,36.0388630291138,0,no,southeast,7635.762645019627
116,22,male,33.81460207708259,0,yes,southeast,7649.826577237787
117,56,male,33.814601391490996,2,no,southwest,7635.761788241636
118,45,male,36.03886302880942,0,no,northwest,7635.762136102959
119,56,male,33.814601391490996,3,no,northeast,7635.76151320799
120,22,male,36.03886303248549,0,yes,northwest,7636.191695634169
121,22,male,33.81467221981486,0,yes,southeast,7708.139379031838
122,32,male,36.03886302880964,0,no,northwest,7635.762533493279
123,22,male,36.03886303861714,0,yes,northwest,2442.2007047048446
124,56,male,36.03886302880942,2,no,southeast,7635.761859975172
125,22,male,33.81460512223931,0,yes,southeast,7660.407382019217
126,22,male,33.81488067344069,1,yes,southeast,7747.773757506267
127,56,male,33.81460139149356,2,no,southwest,7635.772906748918
0,22,male,33.814601432789104,0,yes,northwest,7642.854036380577
1,32,male,33.814601394192344,0,yes,northeast,7636.75490961241
2,32,male,36.03886302883555,3,no,southeast,7635.76365927229
3,45,male,33.814601391490996,0,no,northwest,7635.762793638248
4,32,male,36.038863028996346,0,no,southeast,7635.762404045074
5,32,male,33.81460139160653,0,yes,northeast,7636.113878397802
6,32,male,36.03886306977339,3,no,southeast,7635.970725653064
7,32,male,36.038864581861105,0,yes,southeast,2442.068216741612
8,56,male,33.814601391490996,2,no,southwest,7635.7615088481925
9,32,male,33.81460139149108,0,no,northeast,7635.779760293046
10,56,male,33.814601391490996,3,no,southeast,7635.761629875139
11,22,male,33.814918471963146,0,yes,southeast,7809.073592456929
12,32,male,36.038863037358695,3,yes,southeast,7635.82677572439
13,22,male,36.03886356861693,0,yes,southeast,2442.15208030098
14,45,male,33.814601391490996,0,no,northwest,7635.762301076358
15,32,male,33.81460139152365,1,no,northeast,7635.820326496448
16,45,male,36.03886302880942,3,no,northwest,11090.00507764653
17,32,male,33.81460139149971,3,no,northeast,7635.8493537423
18,32,male,33.814601391490996,0,no,northeast,7635.762028217126
19,56,male,33.81460139149101,1,no,northeast,7635.762975337016
20,56,male,33.814601391490996,2,no,southwest,7635.761512141058
21,32,male,36.0388630289738,0,no,southeast,7635.761692233064
22,45,male,33.814601391490996,0,no,northwest,7635.7640813189055
23,32,male,33.81460139195098,1,no,northeast,7635.956182134542
24,22,male,33.81461674010906,0,yes,southeast,7723.381601395389
25,32,male,36.03886302892045,1,no,southwest,7635.770668224608
26,56,male,33.814601391490996,2,no,southwest,11090.00506854981
27,22,male,33.81462269731209,0,yes,southeast,7705.523861386246
28,22,male,33.81460143178599,0,yes,northwest,7640.77380387805
29,32,male,33.814601391490996,3,no,northeast,7635.762082643003
30,22,male,36.03886952540733,0,yes,southeast,7642.776040627567
31,22,male,33.814601393460045,0,yes,northwest,7636.6526699639
32,45,male,33.814601391490996,0,no,northwest,7635.762215095824
33,56,male,33.814601391490996,3,no,northeast,7635.761662535639
34,45,male,33.814601391490996,3,no,northeast,7635.762641120117
35,45,male,36.03886302880942,3,no,southeast,7635.76175290476
36,56,male,33.81460139456428,1,no,southwest,7637.229072299431
37,32,male,33.81460139149109,3,no,northeast,7635.763373352183
38,45,male,33.814601391491124,3,no,northeast,7635.781753102779
39,56,male,33.8146013914922,1,no,northeast,7635.810407193642
40,56,male,33.814601391490996,2,no,southwest,7635.761912308013
41,56,female,36.03886302880942,2,no,southeast,11090.005066065547
42,32,male,36.03886310882656,0,yes,southeast,7635.765281416888
43,22,male,36.03996502924109,0,yes,southeast,7750.059640298198
44,32,male,36.03886302890691,0,no,southeast,7635.76698168153
45,45,male,33.814601391490996,0,no,northwest,7635.7650143727205
46,56,female,33.814601391490996,2,no,southeast,11090.00506424229
47,56,male,36.03886302880942,2,no,southeast,7635.761496656744
48,56,male,36.03886302880942,3,no,southeast,7635.761499911753
49,22,male,33.814601391491045,0,no,northwest,7635.8076750896835
50,56,female,33.814601391490996,2,no,southeast,11090.005065125137
51,56,male,33.814601391490996,3,no,northeast,7635.76156900274
52,56,male,36.03886302881036,3,no,southwest,7635.765886806042
53,32,male,36.03886444519775,3,yes,southeast,2442.196068579606
54,56,male,33.81460139164935,1,no,southwest,7636.574349098394
55,32,male,33.81460139909095,1,yes,northeast,7638.581350705525
56,45,male,36.03886302880942,0,no,northwest,7635.761744694122
57,56,male,33.814601391491024,3,no,southwest,7635.762718889339
58,45,male,36.03886302880942,0,no,northwest,7635.761662418189
59,45,male,36.03886302880942,0,no,northwest,7635.762606666243
60,32,male,33.814601403927746,1,no,southeast,7637.730436040827
61,45,male,36.03886302880942,3,no,southeast,7635.761515562658
62,45,male,33.814601391490996,0,no,northwest,7635.763849477126
63,45,male,33.814601391490996,0,no,northwest,7635.761658043567
64,32,male,36.03886304665175,0,yes,southeast,7635.772063856805
65,45,male,33.814601391490996,0,no,northwest,7635.7711703785535
66,56,female,36.03886302880942,2,no,southeast,11090.005067670194
67,22,male,36.03886915136876,0,yes,southeast,2442.8296460863035
68,32,male,36.03886343184773,3,yes,southeast,2442.079784056332
69,56,male,33.814601391491,2,no,southwest,7635.76187132192
70,56,male,33.814601391498016,2,no,southwest,7635.766466737681
71,56,male,36.03886302880942,2,no,southeast,7635.761819068645
72,32,male,33.814601391784834,0,yes,northeast,7636.203487841313
73,22,male,33.81460647761844,0,yes,northeast,7670.129176521184
74,22,male,36.038863062883415,0,yes,southeast,7635.881764243096
75,56,female,36.03886302880942,2,no,southeast,7635.761591543829
76,32,male,36.03886302881407,3,no,southeast,7635.7632117664925
77,32,male,36.03886306175052,0,yes,southeast,7635.772405464695
78,32,male,33.81460140148504,0,yes,northeast,7636.5622403179905
79,45,male,36.0388630288259,3,no,southeast,7635.776263252659
80,32,male,33.81460140103333,0,yes,northeast,7636.612099929251
81,22,male,36.0388630288164,0,no,northwest,7635.826221572714
82,56,female,33.814601391490996,2,no,southeast,11090.00506282487
83,22,male,36.038864042318245,0,yes,northwest,2442.385080841006
84,32,male,36.03886304215767,0,yes,southeast,7635.783286656065
85,56,male,33.814601391490996,3,no,northeast,7635.761592841373
86,22,male,36.038863028809516,0,no,northwest,7635.787759095635
87,45,male,33.814601391490996,0,no,northwest,7635.761691633977
88,32,male,33.81460139149101,3,no,northeast,7635.761961893403
89,32,male,36.03886302908012,3,no,southeast,7635.7660419474705
90,45,male,33.814601391491,3,no,northwest,7635.764293222712
91,45,male,33.814601391490996,0,no,northwest,7635.761699688848
92,56,male,33.814601391490996,2,no,southwest,11090.005075113806
93,32,male,36.038863028902604,0,no,southeast,7635.817919168881
94,45,male,36.03886302880942,3,no,southeast,11090.005075569226
95,32,male,33.814601391490996,3,no,northeast,7635.761753862367
96,32,male,33.814601397403855,1,yes,northeast,7640.2511464392
97,56,male,33.81460139149182,1,no,northeast,7635.796640045681
98,56,male,33.814601391490996,2,no,southwest,11090.005080952888
99,56,male,36.03886302880942,3,no,southeast,7635.76201421211
100,56,male,33.81460140543092,3,no,southwest,7637.15080762469
101,22,male,36.0388745161188,0,yes,southeast,2442.3187880783216
102,45,male,36.038863028809445,0,no,northwest,7635.762488454945
103,45,male,36.038863028809445,0,no,northwest,7635.762537785569
104,32,male,33.814601391490996,0,no,northeast,7635.763135793756
105,22,male,36.03890070556146,0,yes,southeast,2445.703506606261
106,56,male,33.814601391490996,3,no,northwest,7635.761734431804
107,32,male,33.81460139149502,1,no,northeast,7635.782679557785
108,22,male,33.814633813631154,0,yes,southeast,7693.435505006555
109,32,male,36.038865787908115,0,yes,southeast,2442.0981036297158
110,32,male,36.03886302880948,0,no,northwest,7635.762305827662
111,45,male,33.814601391490996,0,no,northwest,7635.7820953083465
112,45,male,36.03886302880942,0,no,northwest,7635.768872714927
113,45,male,36.03886302880942,3,no,southeast,7635.761605626795
114,22,male,33.81472309447485,1,yes,southeast,7732.813447775679
115,56,male,36.03886302880947,2,no,southeast,7635.7625237802
116,32,male,36.03886304911232,3,yes,southeast,7635.824129111559
117,32,male,36.038863167354904,3,yes,southeast,7635.8564660704105
118,56,male,33.81460304067237,2,no,southeast,2456.133168338541
119,45,male,36.03886302880942,3,no,northwest,11090.005071136573
120,32,male,36.03886553653096,0,yes,southeast,2442.066560459394
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111,56,male,33.814601391490996,3,no,southwest,7635.762214506746
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