"","age","sex","bmi","children","smoker","region","charges","bmi_type"
"1",19,"female",27.9,0,"yes","southwest",16884.924,"obese"
"2",18,"male",33.77,1,"no","southeast",1725.5523,"obese"
"3",28,"male",33,3,"no","southeast",4449.462,"obese"
"4",33,"male",22.705,0,"no","northwest",21984.47061,"normal"
"5",32,"male",28.88,0,"no","northwest",3866.8552,"obese"
"6",31,"female",25.74,0,"no","southeast",3756.6216,"normal"
"7",46,"female",33.44,1,"no","southeast",8240.5896,"obese"
"8",37,"female",27.74,3,"no","northwest",7281.5056,"obese"
"9",37,"male",29.83,2,"no","northeast",6406.4107,"obese"
"10",60,"female",25.84,0,"no","northwest",28923.13692,"normal"
"11",25,"male",26.22,0,"no","northeast",2721.3208,"normal"
"12",62,"female",26.29,0,"yes","southeast",27808.7251,"normal"
"13",23,"male",34.4,0,"no","southwest",1826.843,"obese"
"14",56,"female",39.82,0,"no","southeast",11090.7178,"obese"
"15",27,"male",42.13,0,"yes","southeast",39611.7577,"obese"
"16",19,"male",24.6,1,"no","southwest",1837.237,"normal"
"17",52,"female",30.78,1,"no","northeast",10797.3362,"obese"
"18",23,"male",23.845,0,"no","northeast",2395.17155,"normal"
"19",56,"male",40.3,0,"no","southwest",10602.385,"obese"
"20",30,"male",35.3,0,"yes","southwest",36837.467,"obese"
"21",60,"female",36.005,0,"no","northeast",13228.84695,"obese"
"22",30,"female",32.4,1,"no","southwest",4149.736,"obese"
"23",18,"male",34.1,0,"no","southeast",1137.011,"obese"
"24",34,"female",31.92,1,"yes","northeast",37701.8768,"obese"
"25",37,"male",28.025,2,"no","northwest",6203.90175,"obese"
"26",59,"female",27.72,3,"no","southeast",14001.1338,"obese"
"27",63,"female",23.085,0,"no","northeast",14451.83515,"normal"
"28",55,"female",32.775,2,"no","northwest",12268.63225,"obese"
"29",23,"male",17.385,1,"no","northwest",2775.19215,"low"
"30",31,"male",36.3,2,"yes","southwest",38711,"obese"
"31",22,"male",35.6,0,"yes","southwest",35585.576,"obese"
"32",18,"female",26.315,0,"no","northeast",2198.18985,"normal"
"33",19,"female",28.6,5,"no","southwest",4687.797,"obese"
"34",63,"male",28.31,0,"no","northwest",13770.0979,"obese"
"35",28,"male",36.4,1,"yes","southwest",51194.55914,"obese"
"36",19,"male",20.425,0,"no","northwest",1625.43375,"normal"
"37",62,"female",32.965,3,"no","northwest",15612.19335,"obese"
"38",26,"male",20.8,0,"no","southwest",2302.3,"normal"
"39",35,"male",36.67,1,"yes","northeast",39774.2763,"obese"
"40",60,"male",39.9,0,"yes","southwest",48173.361,"obese"
"41",24,"female",26.6,0,"no","northeast",3046.062,"normal"
"42",31,"female",36.63,2,"no","southeast",4949.7587,"obese"
"43",41,"male",21.78,1,"no","southeast",6272.4772,"normal"
"44",37,"female",30.8,2,"no","southeast",6313.759,"obese"
"45",38,"male",37.05,1,"no","northeast",6079.6715,"obese"
"46",55,"male",37.3,0,"no","southwest",20630.28351,"obese"
"47",18,"female",38.665,2,"no","northeast",3393.35635,"obese"
"48",28,"female",34.77,0,"no","northwest",3556.9223,"obese"
"49",60,"female",24.53,0,"no","southeast",12629.8967,"normal"
"50",36,"male",35.2,1,"yes","southeast",38709.176,"obese"
"51",18,"female",35.625,0,"no","northeast",2211.13075,"obese"
"52",21,"female",33.63,2,"no","northwest",3579.8287,"obese"
"53",48,"male",28,1,"yes","southwest",23568.272,"obese"
"54",36,"male",34.43,0,"yes","southeast",37742.5757,"obese"
"55",40,"female",28.69,3,"no","northwest",8059.6791,"obese"
"56",58,"male",36.955,2,"yes","northwest",47496.49445,"obese"
"57",58,"female",31.825,2,"no","northeast",13607.36875,"obese"
"58",18,"male",31.68,2,"yes","southeast",34303.1672,"obese"
"59",53,"female",22.88,1,"yes","southeast",23244.7902,"normal"
"60",34,"female",37.335,2,"no","northwest",5989.52365,"obese"
"61",43,"male",27.36,3,"no","northeast",8606.2174,"normal"
"62",25,"male",33.66,4,"no","southeast",4504.6624,"obese"
"63",64,"male",24.7,1,"no","northwest",30166.61817,"normal"
"64",28,"female",25.935,1,"no","northwest",4133.64165,"normal"
"65",20,"female",22.42,0,"yes","northwest",14711.7438,"normal"
"66",19,"female",28.9,0,"no","southwest",1743.214,"obese"
"67",61,"female",39.1,2,"no","southwest",14235.072,"obese"
"68",40,"male",26.315,1,"no","northwest",6389.37785,"normal"
"69",40,"female",36.19,0,"no","southeast",5920.1041,"obese"
"70",28,"male",23.98,3,"yes","southeast",17663.1442,"normal"
"71",27,"female",24.75,0,"yes","southeast",16577.7795,"normal"
"72",31,"male",28.5,5,"no","northeast",6799.458,"obese"
"73",53,"female",28.1,3,"no","southwest",11741.726,"obese"
"74",58,"male",32.01,1,"no","southeast",11946.6259,"obese"
"75",44,"male",27.4,2,"no","southwest",7726.854,"normal"
"76",57,"male",34.01,0,"no","northwest",11356.6609,"obese"
"77",29,"female",29.59,1,"no","southeast",3947.4131,"obese"
"78",21,"male",35.53,0,"no","southeast",1532.4697,"obese"
"79",22,"female",39.805,0,"no","northeast",2755.02095,"obese"
"80",41,"female",32.965,0,"no","northwest",6571.02435,"obese"
"81",31,"male",26.885,1,"no","northeast",4441.21315,"normal"
"82",45,"female",38.285,0,"no","northeast",7935.29115,"obese"
"83",22,"male",37.62,1,"yes","southeast",37165.1638,"obese"
"84",48,"female",41.23,4,"no","northwest",11033.6617,"obese"
"85",37,"female",34.8,2,"yes","southwest",39836.519,"obese"
"86",45,"male",22.895,2,"yes","northwest",21098.55405,"normal"
"87",57,"female",31.16,0,"yes","northwest",43578.9394,"obese"
"88",56,"female",27.2,0,"no","southwest",11073.176,"normal"
"89",46,"female",27.74,0,"no","northwest",8026.6666,"obese"
"90",55,"female",26.98,0,"no","northwest",11082.5772,"normal"
"91",21,"female",39.49,0,"no","southeast",2026.9741,"obese"
"92",53,"female",24.795,1,"no","northwest",10942.13205,"normal"
"93",59,"male",29.83,3,"yes","northeast",30184.9367,"obese"
"94",35,"male",34.77,2,"no","northwest",5729.0053,"obese"
"95",64,"female",31.3,2,"yes","southwest",47291.055,"obese"
"96",28,"female",37.62,1,"no","southeast",3766.8838,"obese"
"97",54,"female",30.8,3,"no","southwest",12105.32,"obese"
"98",55,"male",38.28,0,"no","southeast",10226.2842,"obese"
"99",56,"male",19.95,0,"yes","northeast",22412.6485,"normal"
"100",38,"male",19.3,0,"yes","southwest",15820.699,"normal"
"101",41,"female",31.6,0,"no","southwest",6186.127,"obese"
"102",30,"male",25.46,0,"no","northeast",3645.0894,"normal"
"103",18,"female",30.115,0,"no","northeast",21344.8467,"obese"
"104",61,"female",29.92,3,"yes","southeast",30942.1918,"obese"
"105",34,"female",27.5,1,"no","southwest",5003.853,"normal"
"106",20,"male",28.025,1,"yes","northwest",17560.37975,"obese"
"107",19,"female",28.4,1,"no","southwest",2331.519,"obese"
"108",26,"male",30.875,2,"no","northwest",3877.30425,"obese"
"109",29,"male",27.94,0,"no","southeast",2867.1196,"obese"
"110",63,"male",35.09,0,"yes","southeast",47055.5321,"obese"
"111",54,"male",33.63,1,"no","northwest",10825.2537,"obese"
"112",55,"female",29.7,2,"no","southwest",11881.358,"obese"
"113",37,"male",30.8,0,"no","southwest",4646.759,"obese"
"114",21,"female",35.72,0,"no","northwest",2404.7338,"obese"
"115",52,"male",32.205,3,"no","northeast",11488.31695,"obese"
"116",60,"male",28.595,0,"no","northeast",30259.99556,"obese"
"117",58,"male",49.06,0,"no","southeast",11381.3254,"obese"
"118",29,"female",27.94,1,"yes","southeast",19107.7796,"obese"
"119",49,"female",27.17,0,"no","southeast",8601.3293,"normal"
"120",37,"female",23.37,2,"no","northwest",6686.4313,"normal"
"121",44,"male",37.1,2,"no","southwest",7740.337,"obese"
"122",18,"male",23.75,0,"no","northeast",1705.6245,"normal"
"123",20,"female",28.975,0,"no","northwest",2257.47525,"obese"
"124",44,"male",31.35,1,"yes","northeast",39556.4945,"obese"
"125",47,"female",33.915,3,"no","northwest",10115.00885,"obese"
"126",26,"female",28.785,0,"no","northeast",3385.39915,"obese"
"127",19,"female",28.3,0,"yes","southwest",17081.08,"obese"
"128",52,"female",37.4,0,"no","southwest",9634.538,"obese"
"129",32,"female",17.765,2,"yes","northwest",32734.1863,"low"
"130",38,"male",34.7,2,"no","southwest",6082.405,"obese"
"131",59,"female",26.505,0,"no","northeast",12815.44495,"normal"
"132",61,"female",22.04,0,"no","northeast",13616.3586,"normal"
"133",53,"female",35.9,2,"no","southwest",11163.568,"obese"
"134",19,"male",25.555,0,"no","northwest",1632.56445,"normal"
"135",20,"female",28.785,0,"no","northeast",2457.21115,"obese"
"136",22,"female",28.05,0,"no","southeast",2155.6815,"obese"
"137",19,"male",34.1,0,"no","southwest",1261.442,"obese"
"138",22,"male",25.175,0,"no","northwest",2045.68525,"normal"
"139",54,"female",31.9,3,"no","southeast",27322.73386,"obese"
"140",22,"female",36,0,"no","southwest",2166.732,"obese"
"141",34,"male",22.42,2,"no","northeast",27375.90478,"normal"
"142",26,"male",32.49,1,"no","northeast",3490.5491,"obese"
"143",34,"male",25.3,2,"yes","southeast",18972.495,"normal"
"144",29,"male",29.735,2,"no","northwest",18157.876,"obese"
"145",30,"male",28.69,3,"yes","northwest",20745.9891,"obese"
"146",29,"female",38.83,3,"no","southeast",5138.2567,"obese"
"147",46,"male",30.495,3,"yes","northwest",40720.55105,"obese"
"148",51,"female",37.73,1,"no","southeast",9877.6077,"obese"
"149",53,"female",37.43,1,"no","northwest",10959.6947,"obese"
"150",19,"male",28.4,1,"no","southwest",1842.519,"obese"
"151",35,"male",24.13,1,"no","northwest",5125.2157,"normal"
"152",48,"male",29.7,0,"no","southeast",7789.635,"obese"
"153",32,"female",37.145,3,"no","northeast",6334.34355,"obese"
"154",42,"female",23.37,0,"yes","northeast",19964.7463,"normal"
"155",40,"female",25.46,1,"no","northeast",7077.1894,"normal"
"156",44,"male",39.52,0,"no","northwest",6948.7008,"obese"
"157",48,"male",24.42,0,"yes","southeast",21223.6758,"normal"
"158",18,"male",25.175,0,"yes","northeast",15518.18025,"normal"
"159",30,"male",35.53,0,"yes","southeast",36950.2567,"obese"
"160",50,"female",27.83,3,"no","southeast",19749.38338,"obese"
"161",42,"female",26.6,0,"yes","northwest",21348.706,"normal"
"162",18,"female",36.85,0,"yes","southeast",36149.4835,"obese"
"163",54,"male",39.6,1,"no","southwest",10450.552,"obese"
"164",32,"female",29.8,2,"no","southwest",5152.134,"obese"
"165",37,"male",29.64,0,"no","northwest",5028.1466,"obese"
"166",47,"male",28.215,4,"no","northeast",10407.08585,"obese"
"167",20,"female",37,5,"no","southwest",4830.63,"obese"
"168",32,"female",33.155,3,"no","northwest",6128.79745,"obese"
"169",19,"female",31.825,1,"no","northwest",2719.27975,"obese"
"170",27,"male",18.905,3,"no","northeast",4827.90495,"normal"
"171",63,"male",41.47,0,"no","southeast",13405.3903,"obese"
"172",49,"male",30.3,0,"no","southwest",8116.68,"obese"
"173",18,"male",15.96,0,"no","northeast",1694.7964,"low"
"174",35,"female",34.8,1,"no","southwest",5246.047,"obese"
"175",24,"female",33.345,0,"no","northwest",2855.43755,"obese"
"176",63,"female",37.7,0,"yes","southwest",48824.45,"obese"
"177",38,"male",27.835,2,"no","northwest",6455.86265,"obese"
"178",54,"male",29.2,1,"no","southwest",10436.096,"obese"
"179",46,"female",28.9,2,"no","southwest",8823.279,"obese"
"180",41,"female",33.155,3,"no","northeast",8538.28845,"obese"
"181",58,"male",28.595,0,"no","northwest",11735.87905,"obese"
"182",18,"female",38.28,0,"no","southeast",1631.8212,"obese"
"183",22,"male",19.95,3,"no","northeast",4005.4225,"normal"
"184",44,"female",26.41,0,"no","northwest",7419.4779,"normal"
"185",44,"male",30.69,2,"no","southeast",7731.4271,"obese"
"186",36,"male",41.895,3,"yes","northeast",43753.33705,"obese"
"187",26,"female",29.92,2,"no","southeast",3981.9768,"obese"
"188",30,"female",30.9,3,"no","southwest",5325.651,"obese"
"189",41,"female",32.2,1,"no","southwest",6775.961,"obese"
"190",29,"female",32.11,2,"no","northwest",4922.9159,"obese"
"191",61,"male",31.57,0,"no","southeast",12557.6053,"obese"
"192",36,"female",26.2,0,"no","southwest",4883.866,"normal"
"193",25,"male",25.74,0,"no","southeast",2137.6536,"normal"
"194",56,"female",26.6,1,"no","northwest",12044.342,"normal"
"195",18,"male",34.43,0,"no","southeast",1137.4697,"obese"
"196",19,"male",30.59,0,"no","northwest",1639.5631,"obese"
"197",39,"female",32.8,0,"no","southwest",5649.715,"obese"
"198",45,"female",28.6,2,"no","southeast",8516.829,"obese"
"199",51,"female",18.05,0,"no","northwest",9644.2525,"low"
"200",64,"female",39.33,0,"no","northeast",14901.5167,"obese"
"201",19,"female",32.11,0,"no","northwest",2130.6759,"obese"
"202",48,"female",32.23,1,"no","southeast",8871.1517,"obese"
"203",60,"female",24.035,0,"no","northwest",13012.20865,"normal"
"204",27,"female",36.08,0,"yes","southeast",37133.8982,"obese"
"205",46,"male",22.3,0,"no","southwest",7147.105,"normal"
"206",28,"female",28.88,1,"no","northeast",4337.7352,"obese"
"207",59,"male",26.4,0,"no","southeast",11743.299,"normal"
"208",35,"male",27.74,2,"yes","northeast",20984.0936,"obese"
"209",63,"female",31.8,0,"no","southwest",13880.949,"obese"
"210",40,"male",41.23,1,"no","northeast",6610.1097,"obese"
"211",20,"male",33,1,"no","southwest",1980.07,"obese"
"212",40,"male",30.875,4,"no","northwest",8162.71625,"obese"
"213",24,"male",28.5,2,"no","northwest",3537.703,"obese"
"214",34,"female",26.73,1,"no","southeast",5002.7827,"normal"
"215",45,"female",30.9,2,"no","southwest",8520.026,"obese"
"216",41,"female",37.1,2,"no","southwest",7371.772,"obese"
"217",53,"female",26.6,0,"no","northwest",10355.641,"normal"
"218",27,"male",23.1,0,"no","southeast",2483.736,"normal"
"219",26,"female",29.92,1,"no","southeast",3392.9768,"obese"
"220",24,"female",23.21,0,"no","southeast",25081.76784,"normal"
"221",34,"female",33.7,1,"no","southwest",5012.471,"obese"
"222",53,"female",33.25,0,"no","northeast",10564.8845,"obese"
"223",32,"male",30.8,3,"no","southwest",5253.524,"obese"
"224",19,"male",34.8,0,"yes","southwest",34779.615,"obese"
"225",42,"male",24.64,0,"yes","southeast",19515.5416,"normal"
"226",55,"male",33.88,3,"no","southeast",11987.1682,"obese"
"227",28,"male",38.06,0,"no","southeast",2689.4954,"obese"
"228",58,"female",41.91,0,"no","southeast",24227.33724,"obese"
"229",41,"female",31.635,1,"no","northeast",7358.17565,"obese"
"230",47,"male",25.46,2,"no","northeast",9225.2564,"normal"
"231",42,"female",36.195,1,"no","northwest",7443.64305,"obese"
"232",59,"female",27.83,3,"no","southeast",14001.2867,"obese"
"233",19,"female",17.8,0,"no","southwest",1727.785,"low"
"234",59,"male",27.5,1,"no","southwest",12333.828,"normal"
"235",39,"male",24.51,2,"no","northwest",6710.1919,"normal"
"236",40,"female",22.22,2,"yes","southeast",19444.2658,"normal"
"237",18,"female",26.73,0,"no","southeast",1615.7667,"normal"
"238",31,"male",38.39,2,"no","southeast",4463.2051,"obese"
"239",19,"male",29.07,0,"yes","northwest",17352.6803,"obese"
"240",44,"male",38.06,1,"no","southeast",7152.6714,"obese"
"241",23,"female",36.67,2,"yes","northeast",38511.6283,"obese"
"242",33,"female",22.135,1,"no","northeast",5354.07465,"normal"
"243",55,"female",26.8,1,"no","southwest",35160.13457,"normal"
"244",40,"male",35.3,3,"no","southwest",7196.867,"obese"
"245",63,"female",27.74,0,"yes","northeast",29523.1656,"obese"
"246",54,"male",30.02,0,"no","northwest",24476.47851,"obese"
"247",60,"female",38.06,0,"no","southeast",12648.7034,"obese"
"248",24,"male",35.86,0,"no","southeast",1986.9334,"obese"
"249",19,"male",20.9,1,"no","southwest",1832.094,"normal"
"250",29,"male",28.975,1,"no","northeast",4040.55825,"obese"
"251",18,"male",17.29,2,"yes","northeast",12829.4551,"low"
"252",63,"female",32.2,2,"yes","southwest",47305.305,"obese"
"253",54,"male",34.21,2,"yes","southeast",44260.7499,"obese"
"254",27,"male",30.3,3,"no","southwest",4260.744,"obese"
"255",50,"male",31.825,0,"yes","northeast",41097.16175,"obese"
"256",55,"female",25.365,3,"no","northeast",13047.33235,"normal"
"257",56,"male",33.63,0,"yes","northwest",43921.1837,"obese"
"258",38,"female",40.15,0,"no","southeast",5400.9805,"obese"
"259",51,"male",24.415,4,"no","northwest",11520.09985,"normal"
"260",19,"male",31.92,0,"yes","northwest",33750.2918,"obese"
"261",58,"female",25.2,0,"no","southwest",11837.16,"normal"
"262",20,"female",26.84,1,"yes","southeast",17085.2676,"normal"
"263",52,"male",24.32,3,"yes","northeast",24869.8368,"normal"
"264",19,"male",36.955,0,"yes","northwest",36219.40545,"obese"
"265",53,"female",38.06,3,"no","southeast",20462.99766,"obese"
"266",46,"male",42.35,3,"yes","southeast",46151.1245,"obese"
"267",40,"male",19.8,1,"yes","southeast",17179.522,"normal"
"268",59,"female",32.395,3,"no","northeast",14590.63205,"obese"
"269",45,"male",30.2,1,"no","southwest",7441.053,"obese"
"270",49,"male",25.84,1,"no","northeast",9282.4806,"normal"
"271",18,"male",29.37,1,"no","southeast",1719.4363,"obese"
"272",50,"male",34.2,2,"yes","southwest",42856.838,"obese"
"273",41,"male",37.05,2,"no","northwest",7265.7025,"obese"
"274",50,"male",27.455,1,"no","northeast",9617.66245,"normal"
"275",25,"male",27.55,0,"no","northwest",2523.1695,"obese"
"276",47,"female",26.6,2,"no","northeast",9715.841,"normal"
"277",19,"male",20.615,2,"no","northwest",2803.69785,"normal"
"278",22,"female",24.3,0,"no","southwest",2150.469,"normal"
"279",59,"male",31.79,2,"no","southeast",12928.7911,"obese"
"280",51,"female",21.56,1,"no","southeast",9855.1314,"normal"
"281",40,"female",28.12,1,"yes","northeast",22331.5668,"obese"
"282",54,"male",40.565,3,"yes","northeast",48549.17835,"obese"
"283",30,"male",27.645,1,"no","northeast",4237.12655,"obese"
"284",55,"female",32.395,1,"no","northeast",11879.10405,"obese"
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"900",19,"female",22.515,0,"no","northwest",2117.33885,"normal"
"901",49,"male",22.515,0,"no","northeast",8688.85885,"normal"
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"915",33,"male",24.605,2,"no","northwest",5257.50795,"normal"
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"917",43,"female",26.885,0,"yes","northwest",21774.32215,"normal"
"918",45,"male",22.895,0,"yes","northeast",35069.37452,"normal"
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"920",35,"female",34.21,1,"no","southeast",5245.2269,"obese"
"921",62,"female",25,0,"no","southwest",13451.122,"normal"
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"923",38,"male",31,1,"no","southwest",5488.262,"obese"
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"1014",48,"male",32.3,1,"no","northwest",8765.249,"obese"
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"1058",45,"female",31.79,0,"no","southeast",17929.30337,"obese"
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"1069",63,"male",21.66,1,"no","northwest",14349.8544,"normal"
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"1092",55,"female",29.83,0,"no","northeast",11286.5387,"obese"
"1093",23,"male",32.7,3,"no","southwest",3591.48,"obese"
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"1095",50,"female",33.7,4,"no","southwest",11299.343,"obese"
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"1097",51,"female",34.96,2,"yes","northeast",44641.1974,"obese"
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"1099",52,"female",30.875,0,"no","northeast",23045.56616,"obese"
"1100",25,"female",33.99,1,"no","southeast",3227.1211,"obese"
"1101",33,"female",19.095,2,"yes","northeast",16776.30405,"normal"
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"1103",29,"male",38.94,1,"no","southeast",3471.4096,"obese"
"1104",58,"male",36.08,0,"no","southeast",11363.2832,"obese"
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"1107",49,"female",29.925,0,"no","northwest",8988.15875,"obese"
"1108",50,"female",26.22,2,"no","northwest",10493.9458,"normal"
"1109",26,"male",30,1,"no","southwest",2904.088,"obese"
"1110",45,"male",20.35,3,"no","southeast",8605.3615,"normal"
"1111",54,"female",32.3,1,"no","northeast",11512.405,"obese"
"1112",38,"male",38.39,3,"yes","southeast",41949.2441,"obese"
"1113",48,"female",25.85,3,"yes","southeast",24180.9335,"normal"
"1114",28,"female",26.315,3,"no","northwest",5312.16985,"normal"
"1115",23,"male",24.51,0,"no","northeast",2396.0959,"normal"
"1116",55,"male",32.67,1,"no","southeast",10807.4863,"obese"
"1117",41,"male",29.64,5,"no","northeast",9222.4026,"obese"
"1118",25,"male",33.33,2,"yes","southeast",36124.5737,"obese"
"1119",33,"male",35.75,1,"yes","southeast",38282.7495,"obese"
"1120",30,"female",19.95,3,"no","northwest",5693.4305,"normal"
"1121",23,"female",31.4,0,"yes","southwest",34166.273,"obese"
"1122",46,"male",38.17,2,"no","southeast",8347.1643,"obese"
"1123",53,"female",36.86,3,"yes","northwest",46661.4424,"obese"
"1124",27,"female",32.395,1,"no","northeast",18903.49141,"obese"
"1125",23,"female",42.75,1,"yes","northeast",40904.1995,"obese"
"1126",63,"female",25.08,0,"no","northwest",14254.6082,"normal"
"1127",55,"male",29.9,0,"no","southwest",10214.636,"obese"
"1128",35,"female",35.86,2,"no","southeast",5836.5204,"obese"
"1129",34,"male",32.8,1,"no","southwest",14358.36437,"obese"
"1130",19,"female",18.6,0,"no","southwest",1728.897,"normal"
"1131",39,"female",23.87,5,"no","southeast",8582.3023,"normal"
"1132",27,"male",45.9,2,"no","southwest",3693.428,"obese"
"1133",57,"male",40.28,0,"no","northeast",20709.02034,"obese"
"1134",52,"female",18.335,0,"no","northwest",9991.03765,"low"
"1135",28,"male",33.82,0,"no","northwest",19673.33573,"obese"
"1136",50,"female",28.12,3,"no","northwest",11085.5868,"obese"
"1137",44,"female",25,1,"no","southwest",7623.518,"normal"
"1138",26,"female",22.23,0,"no","northwest",3176.2877,"normal"
"1139",33,"male",30.25,0,"no","southeast",3704.3545,"obese"
"1140",19,"female",32.49,0,"yes","northwest",36898.73308,"obese"
"1141",50,"male",37.07,1,"no","southeast",9048.0273,"obese"
"1142",41,"female",32.6,3,"no","southwest",7954.517,"obese"
"1143",52,"female",24.86,0,"no","southeast",27117.99378,"normal"
"1144",39,"male",32.34,2,"no","southeast",6338.0756,"obese"
"1145",50,"male",32.3,2,"no","southwest",9630.397,"obese"
"1146",52,"male",32.775,3,"no","northwest",11289.10925,"obese"
"1147",60,"male",32.8,0,"yes","southwest",52590.82939,"obese"
"1148",20,"female",31.92,0,"no","northwest",2261.5688,"obese"
"1149",55,"male",21.5,1,"no","southwest",10791.96,"normal"
"1150",42,"male",34.1,0,"no","southwest",5979.731,"obese"
"1151",18,"female",30.305,0,"no","northeast",2203.73595,"obese"
"1152",58,"female",36.48,0,"no","northwest",12235.8392,"obese"
"1153",43,"female",32.56,3,"yes","southeast",40941.2854,"obese"
"1154",35,"female",35.815,1,"no","northwest",5630.45785,"obese"
"1155",48,"female",27.93,4,"no","northwest",11015.1747,"obese"
"1156",36,"female",22.135,3,"no","northeast",7228.21565,"normal"
"1157",19,"male",44.88,0,"yes","southeast",39722.7462,"obese"
"1158",23,"female",23.18,2,"no","northwest",14426.07385,"normal"
"1159",20,"female",30.59,0,"no","northeast",2459.7201,"obese"
"1160",32,"female",41.1,0,"no","southwest",3989.841,"obese"
"1161",43,"female",34.58,1,"no","northwest",7727.2532,"obese"
"1162",34,"male",42.13,2,"no","southeast",5124.1887,"obese"
"1163",30,"male",38.83,1,"no","southeast",18963.17192,"obese"
"1164",18,"female",28.215,0,"no","northeast",2200.83085,"obese"
"1165",41,"female",28.31,1,"no","northwest",7153.5539,"obese"
"1166",35,"female",26.125,0,"no","northeast",5227.98875,"normal"
"1167",57,"male",40.37,0,"no","southeast",10982.5013,"obese"
"1168",29,"female",24.6,2,"no","southwest",4529.477,"normal"
"1169",32,"male",35.2,2,"no","southwest",4670.64,"obese"
"1170",37,"female",34.105,1,"no","northwest",6112.35295,"obese"
"1171",18,"male",27.36,1,"yes","northeast",17178.6824,"normal"
"1172",43,"female",26.7,2,"yes","southwest",22478.6,"normal"
"1173",56,"female",41.91,0,"no","southeast",11093.6229,"obese"
"1174",38,"male",29.26,2,"no","northwest",6457.8434,"obese"
"1175",29,"male",32.11,2,"no","northwest",4433.9159,"obese"
"1176",22,"female",27.1,0,"no","southwest",2154.361,"normal"
"1177",52,"female",24.13,1,"yes","northwest",23887.6627,"normal"
"1178",40,"female",27.4,1,"no","southwest",6496.886,"normal"
"1179",23,"female",34.865,0,"no","northeast",2899.48935,"obese"
"1180",31,"male",29.81,0,"yes","southeast",19350.3689,"obese"
"1181",42,"female",41.325,1,"no","northeast",7650.77375,"obese"
"1182",24,"female",29.925,0,"no","northwest",2850.68375,"obese"
"1183",25,"female",30.3,0,"no","southwest",2632.992,"obese"
"1184",48,"female",27.36,1,"no","northeast",9447.3824,"normal"
"1185",23,"female",28.49,1,"yes","southeast",18328.2381,"obese"
"1186",45,"male",23.56,2,"no","northeast",8603.8234,"normal"
"1187",20,"male",35.625,3,"yes","northwest",37465.34375,"obese"
"1188",62,"female",32.68,0,"no","northwest",13844.7972,"obese"
"1189",43,"female",25.27,1,"yes","northeast",21771.3423,"normal"
"1190",23,"female",28,0,"no","southwest",13126.67745,"obese"
"1191",31,"female",32.775,2,"no","northwest",5327.40025,"obese"
"1192",41,"female",21.755,1,"no","northeast",13725.47184,"normal"
"1193",58,"female",32.395,1,"no","northeast",13019.16105,"obese"
"1194",48,"female",36.575,0,"no","northwest",8671.19125,"obese"
"1195",31,"female",21.755,0,"no","northwest",4134.08245,"normal"
"1196",19,"female",27.93,3,"no","northwest",18838.70366,"obese"
"1197",19,"female",30.02,0,"yes","northwest",33307.5508,"obese"
"1198",41,"male",33.55,0,"no","southeast",5699.8375,"obese"
"1199",40,"male",29.355,1,"no","northwest",6393.60345,"obese"
"1200",31,"female",25.8,2,"no","southwest",4934.705,"normal"
"1201",37,"male",24.32,2,"no","northwest",6198.7518,"normal"
"1202",46,"male",40.375,2,"no","northwest",8733.22925,"obese"
"1203",22,"male",32.11,0,"no","northwest",2055.3249,"obese"
"1204",51,"male",32.3,1,"no","northeast",9964.06,"obese"
"1205",18,"female",27.28,3,"yes","southeast",18223.4512,"normal"
"1206",35,"male",17.86,1,"no","northwest",5116.5004,"low"
"1207",59,"female",34.8,2,"no","southwest",36910.60803,"obese"
"1208",36,"male",33.4,2,"yes","southwest",38415.474,"obese"
"1209",37,"female",25.555,1,"yes","northeast",20296.86345,"normal"
"1210",59,"male",37.1,1,"no","southwest",12347.172,"obese"
"1211",36,"male",30.875,1,"no","northwest",5373.36425,"obese"
"1212",39,"male",34.1,2,"no","southeast",23563.01618,"obese"
"1213",18,"male",21.47,0,"no","northeast",1702.4553,"normal"
"1214",52,"female",33.3,2,"no","southwest",10806.839,"obese"
"1215",27,"female",31.255,1,"no","northwest",3956.07145,"obese"
"1216",18,"male",39.14,0,"no","northeast",12890.05765,"obese"
"1217",40,"male",25.08,0,"no","southeast",5415.6612,"normal"
"1218",29,"male",37.29,2,"no","southeast",4058.1161,"obese"
"1219",46,"female",34.6,1,"yes","southwest",41661.602,"obese"
"1220",38,"female",30.21,3,"no","northwest",7537.1639,"obese"
"1221",30,"female",21.945,1,"no","northeast",4718.20355,"normal"
"1222",40,"male",24.97,2,"no","southeast",6593.5083,"normal"
"1223",50,"male",25.3,0,"no","southeast",8442.667,"normal"
"1224",20,"female",24.42,0,"yes","southeast",26125.67477,"normal"
"1225",41,"male",23.94,1,"no","northeast",6858.4796,"normal"
"1226",33,"female",39.82,1,"no","southeast",4795.6568,"obese"
"1227",38,"male",16.815,2,"no","northeast",6640.54485,"low"
"1228",42,"male",37.18,2,"no","southeast",7162.0122,"obese"
"1229",56,"male",34.43,0,"no","southeast",10594.2257,"obese"
"1230",58,"male",30.305,0,"no","northeast",11938.25595,"obese"
"1231",52,"male",34.485,3,"yes","northwest",60021.39897,"obese"
"1232",20,"female",21.8,0,"yes","southwest",20167.33603,"normal"
"1233",54,"female",24.605,3,"no","northwest",12479.70895,"normal"
"1234",58,"male",23.3,0,"no","southwest",11345.519,"normal"
"1235",45,"female",27.83,2,"no","southeast",8515.7587,"obese"
"1236",26,"male",31.065,0,"no","northwest",2699.56835,"obese"
"1237",63,"female",21.66,0,"no","northeast",14449.8544,"normal"
"1238",58,"female",28.215,0,"no","northwest",12224.35085,"obese"
"1239",37,"male",22.705,3,"no","northeast",6985.50695,"normal"
"1240",25,"female",42.13,1,"no","southeast",3238.4357,"obese"
"1241",52,"male",41.8,2,"yes","southeast",47269.854,"obese"
"1242",64,"male",36.96,2,"yes","southeast",49577.6624,"obese"
"1243",22,"female",21.28,3,"no","northwest",4296.2712,"normal"
"1244",28,"female",33.11,0,"no","southeast",3171.6149,"obese"
"1245",18,"male",33.33,0,"no","southeast",1135.9407,"obese"
"1246",28,"male",24.3,5,"no","southwest",5615.369,"normal"
"1247",45,"female",25.7,3,"no","southwest",9101.798,"normal"
"1248",33,"male",29.4,4,"no","southwest",6059.173,"obese"
"1249",18,"female",39.82,0,"no","southeast",1633.9618,"obese"
"1250",32,"male",33.63,1,"yes","northeast",37607.5277,"obese"
"1251",24,"male",29.83,0,"yes","northeast",18648.4217,"obese"
"1252",19,"male",19.8,0,"no","southwest",1241.565,"normal"
"1253",20,"male",27.3,0,"yes","southwest",16232.847,"normal"
"1254",40,"female",29.3,4,"no","southwest",15828.82173,"obese"
"1255",34,"female",27.72,0,"no","southeast",4415.1588,"obese"
"1256",42,"female",37.9,0,"no","southwest",6474.013,"obese"
"1257",51,"female",36.385,3,"no","northwest",11436.73815,"obese"
"1258",54,"female",27.645,1,"no","northwest",11305.93455,"obese"
"1259",55,"male",37.715,3,"no","northwest",30063.58055,"obese"
"1260",52,"female",23.18,0,"no","northeast",10197.7722,"normal"
"1261",32,"female",20.52,0,"no","northeast",4544.2348,"normal"
"1262",28,"male",37.1,1,"no","southwest",3277.161,"obese"
"1263",41,"female",28.05,1,"no","southeast",6770.1925,"obese"
"1264",43,"female",29.9,1,"no","southwest",7337.748,"obese"
"1265",49,"female",33.345,2,"no","northeast",10370.91255,"obese"
"1266",64,"male",23.76,0,"yes","southeast",26926.5144,"normal"
"1267",55,"female",30.5,0,"no","southwest",10704.47,"obese"
"1268",24,"male",31.065,0,"yes","northeast",34254.05335,"obese"
"1269",20,"female",33.3,0,"no","southwest",1880.487,"obese"
"1270",45,"male",27.5,3,"no","southwest",8615.3,"normal"
"1271",26,"male",33.915,1,"no","northwest",3292.52985,"obese"
"1272",25,"female",34.485,0,"no","northwest",3021.80915,"obese"
"1273",43,"male",25.52,5,"no","southeast",14478.33015,"normal"
"1274",35,"male",27.61,1,"no","southeast",4747.0529,"obese"
"1275",26,"male",27.06,0,"yes","southeast",17043.3414,"normal"
"1276",57,"male",23.7,0,"no","southwest",10959.33,"normal"
"1277",22,"female",30.4,0,"no","northeast",2741.948,"obese"
"1278",32,"female",29.735,0,"no","northwest",4357.04365,"obese"
"1279",39,"male",29.925,1,"yes","northeast",22462.04375,"obese"
"1280",25,"female",26.79,2,"no","northwest",4189.1131,"normal"
"1281",48,"female",33.33,0,"no","southeast",8283.6807,"obese"
"1282",47,"female",27.645,2,"yes","northwest",24535.69855,"obese"
"1283",18,"female",21.66,0,"yes","northeast",14283.4594,"normal"
"1284",18,"male",30.03,1,"no","southeast",1720.3537,"obese"
"1285",61,"male",36.3,1,"yes","southwest",47403.88,"obese"
"1286",47,"female",24.32,0,"no","northeast",8534.6718,"normal"
"1287",28,"female",17.29,0,"no","northeast",3732.6251,"low"
"1288",36,"female",25.9,1,"no","southwest",5472.449,"normal"
"1289",20,"male",39.4,2,"yes","southwest",38344.566,"obese"
"1290",44,"male",34.32,1,"no","southeast",7147.4728,"obese"
"1291",38,"female",19.95,2,"no","northeast",7133.9025,"normal"
"1292",19,"male",34.9,0,"yes","southwest",34828.654,"obese"
"1293",21,"male",23.21,0,"no","southeast",1515.3449,"normal"
"1294",46,"male",25.745,3,"no","northwest",9301.89355,"normal"
"1295",58,"male",25.175,0,"no","northeast",11931.12525,"normal"
"1296",20,"male",22,1,"no","southwest",1964.78,"normal"
"1297",18,"male",26.125,0,"no","northeast",1708.92575,"normal"
"1298",28,"female",26.51,2,"no","southeast",4340.4409,"normal"
"1299",33,"male",27.455,2,"no","northwest",5261.46945,"normal"
"1300",19,"female",25.745,1,"no","northwest",2710.82855,"normal"
"1301",45,"male",30.36,0,"yes","southeast",62592.87309,"obese"
"1302",62,"male",30.875,3,"yes","northwest",46718.16325,"obese"
"1303",25,"female",20.8,1,"no","southwest",3208.787,"normal"
"1304",43,"male",27.8,0,"yes","southwest",37829.7242,"obese"
"1305",42,"male",24.605,2,"yes","northeast",21259.37795,"normal"
"1306",24,"female",27.72,0,"no","southeast",2464.6188,"obese"
"1307",29,"female",21.85,0,"yes","northeast",16115.3045,"normal"
"1308",32,"male",28.12,4,"yes","northwest",21472.4788,"obese"
"1309",25,"female",30.2,0,"yes","southwest",33900.653,"obese"
"1310",41,"male",32.2,2,"no","southwest",6875.961,"obese"
"1311",42,"male",26.315,1,"no","northwest",6940.90985,"normal"
"1312",33,"female",26.695,0,"no","northwest",4571.41305,"normal"
"1313",34,"male",42.9,1,"no","southwest",4536.259,"obese"
"1314",19,"female",34.7,2,"yes","southwest",36397.576,"obese"
"1315",30,"female",23.655,3,"yes","northwest",18765.87545,"normal"
"1316",18,"male",28.31,1,"no","northeast",11272.33139,"obese"
"1317",19,"female",20.6,0,"no","southwest",1731.677,"normal"
"1318",18,"male",53.13,0,"no","southeast",1163.4627,"obese"
"1319",35,"male",39.71,4,"no","northeast",19496.71917,"obese"
"1320",39,"female",26.315,2,"no","northwest",7201.70085,"normal"
"1321",31,"male",31.065,3,"no","northwest",5425.02335,"obese"
"1322",62,"male",26.695,0,"yes","northeast",28101.33305,"normal"
"1323",62,"male",38.83,0,"no","southeast",12981.3457,"obese"
"1324",42,"female",40.37,2,"yes","southeast",43896.3763,"obese"
"1325",31,"male",25.935,1,"no","northwest",4239.89265,"normal"
"1326",61,"male",33.535,0,"no","northeast",13143.33665,"obese"
"1327",42,"female",32.87,0,"no","northeast",7050.0213,"obese"
"1328",51,"male",30.03,1,"no","southeast",9377.9047,"obese"
"1329",23,"female",24.225,2,"no","northeast",22395.74424,"normal"
"1330",52,"male",38.6,2,"no","southwest",10325.206,"obese"
"1331",57,"female",25.74,2,"no","southeast",12629.1656,"normal"
"1332",23,"female",33.4,0,"no","southwest",10795.93733,"obese"
"1333",52,"female",44.7,3,"no","southwest",11411.685,"obese"
"1334",50,"male",30.97,3,"no","northwest",10600.5483,"obese"
"1335",18,"female",31.92,0,"no","northeast",2205.9808,"obese"
"1336",18,"female",36.85,0,"no","southeast",1629.8335,"obese"
"1337",21,"female",25.8,0,"no","southwest",2007.945,"normal"
"1338",61,"female",29.07,0,"yes","northwest",29141.3603,"obese"