| ,age,sex,bmi,children,smoker,region,charges | |
| 0,62,female,34.863592163304034,0,no,northeast,18081.757460337285 | |
| 1,20,male,19.18943962237575,0,no,southeast,2532.7865338556144 | |
| 2,56,female,37.43418555176948,0,no,southeast,11752.85721429618 | |
| 3,49,male,28.65998062265265,0,yes,southeast,34468.38928517242 | |
| 4,58,female,42.08911874710817,2,no,southeast,10047.96183043371 | |
| 5,41,female,19.70100647066239,0,no,northeast,6427.728134932388 | |
| 6,60,female,25.397754624732357,1,no,southeast,7289.823380618663 | |
| 7,14,male,24.080854147320856,0,yes,northeast,17546.88994521251 | |
| 8,45,female,25.24627872872423,0,no,southwest,9778.451700436375 | |
| 9,38,male,34.64690255658086,4,no,southwest,3132.6855737294586 | |
| 10,54,female,17.57767195608024,0,no,northeast,21386.290987731998 | |
| 11,44,female,26.049106884342937,0,no,southwest,11846.24331074217 | |
| 12,28,female,30.907044849705837,1,no,northwest,4527.908970966934 | |
| 13,21,male,40.111279550197,2,yes,southeast,44046.89752202039 | |
| 14,27,female,27.26362457944498,0,no,southwest,8747.227308298345 | |
| 15,64,male,25.482386950454135,2,yes,northeast,27473.38311135891 | |
| 16,36,female,31.86923757503167,1,no,southwest,6473.142043321913 | |
| 17,62,female,27.237456400807645,2,no,northwest,11582.593844453364 | |
| 18,42,female,35.884472938025205,1,no,southwest,7132.476523715457 | |
| 19,21,female,25.478328659091986,4,no,northeast,14032.48463149714 | |
| 20,50,female,34.58051376083448,0,no,southwest,6098.85631729795 | |
| 21,42,female,26.06077339492213,2,no,northwest,6694.2507136856275 | |
| 22,60,female,36.393280492022114,1,no,southeast,11008.760492309644 | |
| 23,41,female,27.00855309374124,1,no,southwest,9112.24357670837 | |
| 24,58,male,30.678136658480156,3,yes,northwest,13156.823948316012 | |
| 25,45,female,26.027505933326474,1,no,southwest,8300.918441655827 | |
| 26,49,female,21.585618012161483,0,no,southwest,6628.539135909254 | |
| 27,28,male,24.305660548735634,3,no,northwest,5047.365946523292 | |
| 28,16,male,29.983205137456657,0,yes,southeast,41988.22666087289 | |
| 29,40,female,24.401911977246456,3,no,northwest,7977.6757639099305 | |
| 30,56,female,27.862161701838538,0,no,northeast,12004.954608517235 | |
| 31,31,male,29.608397634376686,1,no,southeast,5605.636080345699 | |
| 32,20,male,25.118961619639595,0,no,southeast,-213.74146853818502 | |
| 33,22,male,27.350724450191933,1,no,southeast,2726.490766215271 | |
| 34,42,female,25.260507512773017,1,no,southwest,11567.714213245225 | |
| 35,59,female,29.07878669364251,0,no,southwest,5603.201618441929 | |
| 36,30,female,21.344855998636135,0,no,northwest,5086.6208112985905 | |
| 37,41,female,30.650773595286058,1,no,southeast,3953.4624625517536 | |
| 38,45,female,28.420086285953776,0,no,southwest,5492.432630151291 | |
| 39,58,female,26.204178191215778,0,no,northeast,7381.279070621231 | |
| 40,53,female,29.155362929116627,1,no,southwest,8900.588621464944 | |
| 41,19,male,18.232312113525772,0,no,southeast,1614.9713310882794 | |
| 42,59,female,31.130917953665676,2,no,southeast,11840.65329613723 | |
| 43,54,female,21.227736991969614,0,no,northeast,8872.545073024932 | |
| 44,51,female,34.20864188787788,0,no,southwest,9751.511749159441 | |
| 45,38,female,29.976853801237265,0,no,southwest,9363.441827534689 | |
| 46,61,female,20.947076681760677,2,no,northwest,8289.32701342962 | |
| 47,43,female,24.34886983036646,2,no,northwest,5870.030973058796 | |
| 48,29,female,23.14788335391164,3,no,northwest,2161.6363280432115 | |
| 49,31,female,22.613227899417602,2,no,northwest,3422.068143220313 | |
| 50,54,female,36.36060318407023,0,no,northeast,9765.557997337995 | |
| 51,20,male,21.552405402631493,0,no,northwest,2608.3190338170207 | |
| 52,57,female,22.321083302535655,0,no,northeast,7543.945540940344 | |
| 53,24,male,30.624639279448864,0,no,southwest,5691.418538200243 | |
| 54,32,male,26.66031242760757,0,no,southwest,8421.524771863444 | |
| 55,45,female,26.742686055005752,3,no,northwest,8322.111347355672 | |
| 56,28,male,22.535566049638888,3,no,northwest,3429.9298259894526 | |
| 57,31,male,27.72467988355595,1,no,northwest,3252.148674277567 | |
| 58,33,male,26.725549570985187,2,yes,southeast,35243.03233917746 | |
| 59,14,male,24.265722639908837,0,no,northwest,-102.92841816550208 | |
| 60,53,female,30.49737017133077,1,no,southwest,7930.190452684313 | |
| 61,67,female,27.299197804904193,2,no,northwest,12793.272026403438 | |
| 62,51,male,33.44610318371422,0,yes,southeast,51263.932778162234 | |
| 63,62,female,36.06791535928342,3,no,southeast,9733.709891193264 | |
| 64,53,male,21.306261886544924,0,yes,northeast,22878.734123567276 | |
| 65,45,male,23.08104541509815,2,yes,southeast,42887.08795344266 | |
| 66,23,male,25.772338158498762,1,no,northwest,1360.3798939964759 | |
| 67,17,female,21.471629624242194,0,no,southwest,1803.8889333070756 | |
| 68,44,female,24.51508836743669,1,no,southwest,9456.038221247847 | |
| 69,24,male,28.272452587724644,0,no,northwest,1205.4460571229797 | |
| 70,34,female,26.601583269605197,1,no,northwest,3512.4513543280136 | |
| 71,65,male,29.78785715414441,0,yes,northeast,19552.15219707176 | |
| 72,59,female,24.18045117366713,2,no,northwest,9047.07395967788 | |
| 73,21,male,22.355545292158514,0,no,southeast,2287.5379230531003 | |
| 74,21,male,35.048068964358016,0,yes,southeast,34370.06209226536 | |
| 75,32,female,21.27199752155944,1,no,northwest,7522.954225307579 | |
| 76,17,male,23.347534121095556,0,no,southeast,6435.270562653266 | |
| 77,60,female,29.32756194804086,0,no,northeast,10517.272522182271 | |
| 78,45,female,28.337442439396806,1,no,southwest,10329.035371658085 | |
| 79,31,female,21.16943197811011,1,no,northwest,2695.60625646055 | |
| 80,24,male,23.17365863589168,0,no,southeast,2285.655048706878 | |
| 81,20,male,39.73263537363389,0,yes,southeast,41507.52436220838 | |
| 82,21,male,29.51721821605865,2,yes,southeast,30637.220510189167 | |
| 83,19,male,21.91325974240331,0,no,southeast,3867.840095509572 | |
| 84,63,female,21.891351167450793,2,no,northeast,26842.524994125644 | |
| 85,59,female,25.423353924435965,0,no,northeast,21888.446732992743 | |
| 86,56,female,23.31190470765137,0,no,northeast,9592.664410402318 | |
| 87,53,female,26.393236835672973,0,no,southwest,9046.158032849487 | |
| 88,49,female,26.39863660097532,1,no,southwest,11603.825294458238 | |
| 89,49,female,26.976267863334407,0,no,northwest,9428.158023188205 | |
| 90,23,male,24.680902117260363,0,no,southeast,1939.4041161149016 | |
| 91,53,female,24.206457371781337,0,no,northeast,7364.106083370839 | |
| 92,20,male,25.60809609716804,2,no,northwest,4130.832450478268 | |
| 93,54,male,29.266530243609292,1,no,northeast,22957.94794275131 | |
| 94,29,male,27.740989558647957,1,yes,northeast,14684.466562928297 | |
| 95,18,male,22.918418355641382,0,no,southwest,4003.912604206959 | |
| 96,59,female,25.225862043407552,0,no,northeast,19088.373894802193 | |
| 97,63,female,21.837865114368032,0,no,northeast,8875.826801489242 | |
| 98,24,male,33.933949359390056,1,yes,southeast,42372.11179451988 | |
| 99,25,female,28.105441973705627,2,no,northwest,2850.079860169912 | |
| 100,22,male,44.422681038480185,2,yes,southeast,44737.03910468577 | |
| 101,61,male,38.26322598639924,0,yes,southeast,50528.98236649999 | |
| 102,60,male,30.770998123072975,0,yes,northeast,23213.769036794685 | |
| 103,52,male,33.932133520185616,2,no,northeast,26570.96511596217 | |
| 104,48,female,29.89519918502925,1,no,southwest,5495.448547593617 | |
| 105,62,male,28.171603275578786,2,yes,southeast,26620.484498641235 | |
| 106,27,male,24.98792375332084,2,no,northwest,3900.5292035270772 | |
| 107,68,female,32.15907127634523,2,no,northwest,12466.912267725615 | |
| 108,49,female,36.849180799880266,1,no,southwest,6720.846521498541 | |
| 109,31,female,26.43091537288295,3,no,northwest,23346.31069737493 | |
| 110,21,male,29.93202327806458,0,no,southeast,2326.073673108821 | |
| 111,48,male,25.102899259906373,2,no,southeast,7635.291911660651 | |
| 112,15,male,20.015897324625378,0,no,northwest,4082.4421552877197 | |
| 113,21,female,26.67788960006748,1,no,southeast,6375.592989816985 | |
| 114,38,female,24.687252255853636,1,no,southwest,5588.426400410258 | |
| 115,52,female,35.12414167567005,1,no,southeast,9779.936320005198 | |
| 116,40,female,26.9590668360161,2,no,northwest,11741.066488483895 | |
| 117,59,male,38.21488070570352,0,yes,southeast,40816.665796984074 | |
| 118,30,female,23.157122252091156,0,no,southwest,8156.182379797895 | |
| 119,39,female,27.284930358125283,1,no,southwest,3132.747072649482 | |
| 120,60,female,33.61465742275725,0,no,southwest,5527.598778343222 | |
| 121,59,female,17.473715048578864,0,yes,northeast,20339.042513674438 | |
| 122,49,female,28.029256380619504,0,no,northeast,9382.762040619451 | |
| 123,62,female,27.632433258772878,0,no,northeast,9638.631934640789 | |
| 124,30,female,12.372791981869813,1,no,northwest,6449.491962203634 | |
| 125,51,female,31.869379809793664,1,no,southwest,8259.536638380176 | |
| 126,20,male,34.87729629579579,0,yes,southeast,34086.29434208967 | |
| 127,64,female,25.524810639220465,0,no,northeast,9849.862567159129 | |
| 128,63,female,41.4578495831469,0,no,northeast,18746.501150694643 | |
| 129,44,female,26.03819114118858,0,no,southwest,6365.7410100687375 | |
| 130,23,male,25.423285613981516,0,no,southeast,3974.1768088767367 | |
| 131,53,female,23.504317954509748,0,no,northeast,9373.752344490105 | |
| 132,18,male,28.825214711750014,0,yes,northeast,12981.395101206628 | |
| 133,56,female,42.239849119466136,0,no,southeast,10871.066084917273 | |
| 134,54,female,23.783761844976272,1,no,northeast,14075.944707372302 | |
| 135,30,female,30.05304705891532,2,no,northwest,4016.068071356274 | |
| 136,53,female,40.067175580762274,0,no,northeast,11251.510732364852 | |
| 137,55,female,34.968789553329024,0,no,southwest,10814.62764687941 | |
| 138,26,female,27.010129530919727,0,no,northwest,2070.3426024801993 | |
| 139,22,male,18.365422432788243,0,no,southeast,4158.274524240329 | |
| 140,47,female,28.179304803389353,1,no,southeast,5276.171524196679 | |
| 141,37,male,23.658161131344972,1,no,southeast,5243.73672133017 | |
| 142,40,female,30.79557577684617,1,no,southeast,4511.685026620481 | |
| 143,18,male,28.166024668872783,0,yes,northeast,15874.311132868253 | |
| 144,35,female,31.18863999908552,2,no,northwest,6189.104311102608 | |
| 145,50,female,35.28250963566411,1,no,southwest,6518.892661585529 | |
| 146,14,male,36.106303691930165,0,yes,southeast,33391.12832439807 | |
| 147,20,male,39.78453931570026,0,yes,southeast,38558.533220838755 | |
| 148,40,female,26.86685440662278,0,no,southwest,2206.031765397681 | |
| 149,21,male,18.7201537988617,0,no,southwest,578.9466033148856 | |
| 150,21,male,18.89998046885018,0,no,southeast,2676.161027576196 | |
| 151,63,male,33.5793000077543,0,no,northeast,11142.771526633742 | |
| 152,56,female,20.06783706033276,0,no,northeast,6816.119272172426 | |
| 153,61,male,31.324760567968603,0,yes,northeast,20707.861493379227 | |
| 154,44,female,24.37814081775727,1,no,southwest,7850.556715541529 | |
| 155,20,male,22.014960518337976,0,no,southeast,4467.1257684736565 | |
| 156,54,female,26.738214883240733,0,no,northeast,8821.53428343001 | |
| 157,54,male,33.54154628860119,2,yes,southeast,45550.327622597935 | |
| 158,62,male,22.021860428554938,1,no,northeast,29412.445836187977 | |
| 159,44,male,28.892522637478503,0,no,southeast,11201.341708666987 | |
| 160,16,male,23.036201176050948,0,yes,northeast,16381.06722056758 | |
| 161,57,female,23.17221879194979,0,no,northeast,10796.792233057895 | |
| 162,30,female,23.559047538457488,1,no,northwest,5513.755534988777 | |
| 163,61,female,34.00869322819742,0,no,northeast,14898.264063611201 | |
| 164,23,female,27.837229698327015,1,no,southeast,3977.7028258120026 | |
| 165,58,male,41.10352884365063,2,yes,southeast,40060.35565459731 | |
| 166,52,female,30.75332777870576,2,no,southeast,9281.05760143468 | |
| 167,54,male,27.257215883590113,2,yes,northwest,21991.218562435944 | |
| 168,45,female,31.60820132012103,2,no,northwest,10274.602945457123 | |
| 169,20,male,28.282940250576534,0,no,southeast,-581.6448609200797 | |
| 170,49,female,35.2622673591792,0,no,southwest,9191.054840635792 | |
| 171,56,male,33.85911437421892,1,yes,southeast,26180.855373964838 | |
| 172,28,male,20.820563000916604,2,no,northwest,1873.1977751013812 | |
| 173,27,female,24.309699213245015,1,no,southwest,9980.167968763257 | |
| 174,51,female,31.92707816095946,1,no,southeast,8729.588687917538 | |
| 175,41,male,35.68450758043724,1,no,southeast,6847.0626971259735 | |
| 176,24,male,21.14971615469231,0,no,southeast,3558.5514238618607 | |
| 177,58,male,32.559260204782575,2,yes,southeast,37527.23925463966 | |
| 178,43,female,32.897298009274195,0,no,southwest,6474.937212344525 | |
| 179,59,female,30.68628078326175,2,no,northwest,9779.662998827049 | |
| 180,54,female,34.48369753036612,1,no,southwest,7454.315587739399 | |
| 181,54,female,36.02088902608765,0,no,northeast,9967.020194861374 | |
| 182,55,female,27.152331681177593,3,no,northwest,8911.184404876836 | |
| 183,56,male,24.192983529248785,2,no,northwest,21438.001231092054 | |
| 184,22,female,23.838665756451054,1,no,northwest,1873.3714492970284 | |
| 185,61,female,42.117555703078494,0,no,northeast,9714.110759312476 | |
| 186,47,female,30.485115546327,0,no,southwest,7669.182054280154 | |
| 187,33,female,31.00687155536315,1,no,southwest,8219.43343912869 | |
| 188,53,female,24.971923291637395,1,no,southwest,11746.731119333232 | |
| 189,28,male,23.227018085997848,2,no,northwest,3895.3352418883496 | |
| 190,39,female,34.005910435386106,0,no,southwest,6615.59872595213 | |
| 191,62,female,29.959357717327673,3,no,northwest,10423.206106859754 | |
| 192,30,male,30.838241991444026,4,no,southeast,2666.1623184552095 | |
| 193,21,female,27.141385509088092,0,no,southeast,3075.65254082298 | |
| 194,28,male,31.436686776574113,0,no,southeast,5086.756703949266 | |
| 195,56,female,28.738519100737694,1,no,southwest,1772.583457718448 | |
| 196,58,male,33.90704208093658,2,yes,southeast,15020.007005108586 | |
| 197,49,female,28.198949451835848,1,no,southwest,6373.516991067505 | |
| 198,29,female,22.932995740096302,1,no,northwest,5986.1847241502455 | |
| 199,61,female,29.27595160923439,0,no,northeast,7399.513601326351 | |
| 200,50,female,29.189744479882382,1,no,southwest,8608.716151804254 | |
| 201,52,male,23.41479927323033,2,yes,northwest,21909.206705542503 | |
| 202,59,female,23.4264431102031,2,no,northeast,25317.877613815363 | |
| 203,33,female,23.906616916627325,1,no,southeast,4231.863964808483 | |
| 204,23,male,20.19038786201233,2,no,northwest,6906.868981195667 | |
| 205,25,male,20.574442471481312,2,no,northwest,2026.8070299935225 | |
| 206,55,female,27.708363440931734,1,no,southwest,5736.351182199486 | |
| 207,18,male,28.317914471945365,0,no,southeast,3725.8956514754 | |
| 208,25,male,21.419576547971914,1,no,northwest,2845.9499751403237 | |
| 209,13,female,21.188511544471275,2,no,northwest,3807.2683234338056 | |
| 210,29,male,29.032205386940223,0,no,southwest,4210.858467539128 | |
| 211,22,male,26.582969394258612,0,no,northwest,2598.8886008326426 | |
| 212,44,female,28.903263522916046,1,no,southeast,8294.467140989584 | |
| 213,58,male,23.584374218515627,2,yes,northwest,22154.30973626477 | |
| 214,18,male,31.708589972328213,0,yes,southeast,39651.16699888919 | |
| 215,66,female,40.27197952225429,0,no,northeast,12701.858663741139 | |
| 216,57,female,46.730767457790904,0,no,northeast,13047.442061064368 | |
| 217,37,male,36.973739114504475,0,yes,southeast,43889.752305876114 | |
| 218,23,male,23.495730477793877,0,no,southeast,1039.7717165013955 | |
| 219,56,female,23.66905273724338,0,no,northeast,25629.7388024273 | |
| 220,44,male,40.63832092095683,3,yes,southeast,45935.33636878201 | |
| 221,52,female,33.26392334751379,1,no,southwest,10333.513414489855 | |
| 222,46,female,29.415342093400373,1,no,southwest,7118.417551007622 | |
| 223,51,female,26.607914982822468,2,no,northwest,7951.329766814352 | |
| 224,31,male,27.230009089228233,3,no,northwest,5154.480915250908 | |
| 225,24,male,32.34189418081178,0,no,southwest,2266.5434786910746 | |
| 226,26,male,31.898954205271615,0,no,southwest,3987.874641646993 | |
| 227,42,female,22.80263032418024,0,no,northeast,7842.392038971317 | |
| 228,20,male,26.293577772293098,1,yes,southeast,14564.114160873725 | |
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