patient charges.xlsx - age sex 19 female 18 male 28 male 33...

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agesexbmichildrensmokerregioncharges19 female27.90 yessouthwest16884.92418 male33.771 nosoutheast1725.552328 male333 nosoutheast4449.46233 male22.7050 nonorthwest21984.4706132 male28.880 nonorthwest3866.855231 female25.740 nosoutheast3756.621646 female33.441 nosoutheast8240.589637 female27.743 nonorthwest7281.505637 male29.832 nonortheast6406.410760 female25.840 nonorthwest28923.1369225 male26.220 nonortheast2721.320862 female26.290 yessoutheast27808.725123 male34.40 nosouthwest1826.84356 female39.820 nosoutheast11090.717827 male42.130 yessoutheast39611.757719 male24.61 nosouthwest1837.23752 female30.781 nonortheast10797.336223 male23.8450 nonortheast2395.1715556 male40.30 nosouthwest10602.38530 male35.30 yessouthwest36837.46760 female36.0050 nonortheast13228.8469530 female32.41 nosouthwest4149.73618 male34.10 nosoutheast1137.01134 female31.921 yesnortheast37701.876837 male28.0252 nonorthwest6203.9017559 female27.723 nosoutheast14001.133863 female23.0850 nonortheast14451.8351555 female32.7752 nonorthwest12268.6322523 male17.3851 nonorthwest2775.1921531 male36.32 yessouthwest3871122 male35.60 yessouthwest35585.57618 female26.3150 nonortheast2198.1898519 female28.65 nosouthwest4687.79763 male28.310 nonorthwest13770.097928 male36.41 yessouthwest51194.5591419 male20.4250 nonorthwest1625.4337562 female32.9653 nonorthwest15612.1933526 male20.80 nosouthwest2302.335 male36.671 yesnortheast39774.276360 male39.90 yessouthwest48173.361
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24 female26.60 nonortheast3046.06231 female36.632 nosoutheast4949.758741 male21.781 nosoutheast6272.477237 female30.82 nosoutheast6313.75938 male37.051 nonortheast6079.671555 male37.30 nosouthwest20630.2835118 female38.6652 nonortheast3393.3563528 female34.770 nonorthwest3556.922360 female24.530 nosoutheast12629.896736 male35.21 yessoutheast38709.17618 female35.6250 nonortheast2211.1307521 female33.632 nonorthwest3579.828748 male281 yessouthwest23568.27236 male34.430 yessoutheast37742.575740 female28.693 nonorthwest8059.679158 male36.9552 yesnorthwest47496.4944558 female31.8252 nonortheast13607.3687518 male31.682 yessoutheast34303.167253 female22.881 yessoutheast23244.790234 female37.3352 nonorthwest5989.5236543 male27.363 nonortheast8606.217425 male33.664 nosoutheast4504.662464 male24.71 nonorthwest30166.6181728 female25.9351 nonorthwest4133.6416520 female22.420 yesnorthwest14711.743819 female28.90 nosouthwest1743.21461 female39.12 nosouthwest14235.07240 male26.3151 nonorthwest6389.3778540 female36.190 nosoutheast5920.104128 male23.983 yessoutheast17663.144227 female24.750 yessoutheast16577.779531 male28.55 nonortheast6799.45853 female28.13 nosouthwest11741.72658 male32.011 nosoutheast11946.625944 male27.42 nosouthwest7726.85457 male34.010 nonorthwest11356.660929 female29.591 nosoutheast3947.413121 male35.530 nosoutheast1532.469722 female39.8050 nonortheast2755.0209541 female32.9650 nonorthwest6571.0243531 male26.8851 nonortheast4441.21315
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45 female38.2850 nonortheast7935.2911522 male37.621 yessoutheast37165.163848 female41.234 nonorthwest11033.661737 female34.82 yessouthwest39836.51945 male22.8952 yesnorthwest21098.5540557 female31.160 yesnorthwest43578.939456 female27.20 nosouthwest11073.17646 female27.740 nonorthwest8026.666655 female26.980 nonorthwest11082.577221 female39.490 nosoutheast2026.974153 female24.7951 nonorthwest10942.1320559 male29.833 yesnortheast30184.936735 male34.772 nonorthwest5729.005364 female31.32 yessouthwest47291.05528 female37.621 nosoutheast3766.883854 female30.83 nosouthwest12105.3255 male38.280 nosoutheast10226.284256 male19.950 yesnortheast22412.648538 male19.30 yessouthwest15820.69941 female31.60 nosouthwest6186.12730 male25.460 nonortheast3645.089418 female30.1150 nonortheast21344.846761 female29.923 yessoutheast30942.191834 female27.51 nosouthwest5003.85320 male28.0251 yesnorthwest17560.3797519 female28.41 nosouthwest2331.51926 male30.8752 nonorthwest3877.3042529 male27.94
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