gender	age	smoker	diseased	bmi
M	35-50	No	Yes	17.9244238018346
M	35-50	No	No	25.602343709104
M	<18	No	No	31.4811571646675
F	18-35	Yes	No	25.259560205064
M	35-50	Yes	No	26.4702912697515
F	>70	Yes	No	29.8272466347962
F	51-70	No	Yes	22.1434676042947
F	<18	No	Yes	31.98706366262
F	18-35	Yes	Yes	29.6962080158524
F	18-35	No	No	32.7849660117746
F	>70	Yes	No	26.5236422381647
F	18-35	No	Yes	25.9988268401199
M	18-35	No	No	26.1354163913717
M	<18	Yes	No	32.9783073316134
F	35-50	No	No	30.2263221198905
M	51-70	No	No	28.2526723224181
F	35-50	No	No	20.2122076225374
M	51-70	Yes	No	33.4694949663034
M	51-70	Yes	No	23.4561228519838
M	35-50	No	Yes	19.2386747338156
F	>70	Yes	Yes	25.6458279663093
F	51-70	No	No	29.897669654886
M	>70	No	No	23.1287806482549
F	>70	No	Yes	22.2209834161824
M	51-70	Yes	No	27.7667635790586
F	51-70	No	No	18.5427384874968
M	35-50	No	No	14.8348569919575
F	35-50	No	No	23.6617809310915
M	18-35	Yes	No	22.3489174635745
M	35-50	No	No	23.41636340183
M	35-50	No	No	27.8109437619889
M	>70	No	Yes	28.3140971879533
M	<18	Yes	Yes	29.5518313462269
M	51-70	Yes	Yes	24.9534533371613
F	18-35	No	No	18.6499795141043
F	>70	No	Yes	27.7516388958906
F	35-50	Yes	Yes	26.810604917988
F	35-50	Yes	Yes	37.6178134422451
F	<18	No	No	31.3243018530512
M	35-50	No	No	21.3778914064561
M	<18	No	No	24.1548385777716
F	51-70	No	No	21.1858223177104
M	35-50	No	Yes	26.3672314961835
M	35-50	No	Yes	22.0163983742961
F	>70	Yes	Yes	23.5209855907783
M	35-50	Yes	Yes	26.0519714019026
F	35-50	No	No	23.5786236014876
F	<18	No	No	38.2172149276972
F	18-35	Yes	No	19.7153921876391
F	<18	No	Yes	20.8138038787072
F	51-70	No	No	27.9447920339716
F	51-70	Yes	No	24.1880372725092
M	>70	No	No	26.9584915868145
M	51-70	No	No	22.4607092196621
M	18-35	No	No	20.4129786076232
F	18-35	No	No	13.6531289323156
F	>70	Yes	Yes	31.0996482431174
M	51-70	Yes	Yes	18.4821322268672
M	18-35	Yes	No	20.3863546213451
F	<18	Yes	No	22.2627305854911
M	35-50	Yes	Yes	25.0524894923039
F	35-50	No	Yes	31.6413178363609
M	51-70	Yes	No	29.2365598398275
M	>70	No	No	22.9431437588633
F	51-70	Yes	Yes	32.5121479770212
M	<18	No	No	20.4156231968205
F	18-35	No	No	30.3763648343881
F	51-70	No	No	28.0772374088677
F	18-35	No	No	20.0797818196804
M	51-70	No	No	23.2141374121413
F	35-50	No	No	27.8329313750468
F	<18	Yes	Yes	25.5146541810792
F	18-35	No	No	21.8797541301148
M	<18	Yes	No	30.3684935516592
M	18-35	No	Yes	21.009909594485
M	18-35	No	Yes	26.5916340351562
F	51-70	No	No	26.5218604014956
M	<18	Yes	Yes	30.014644734157
M	35-50	Yes	Yes	27.5428486719576
M	18-35	No	Yes	30.0365964806765
M	35-50	No	No	19.0101217865862
F	>70	No	No	27.574803299617
F	<18	No	Yes	23.1682787148377
F	18-35	No	No	23.3145187497734
M	>70	Yes	Yes	29.236135366203
F	>70	Yes	No	22.1874992158016
M	>70	No	No	28.2800846072666
M	>70	Yes	Yes	29.2690410203902
F	>70	Yes	Yes	24.3596674845022
F	18-35	Yes	Yes	20.1922151126013
M	51-70	No	No	29.6477197914711
F	>70	No	No	24.9692634950468
M	35-50	No	No	25.7668286543452
M	18-35	Yes	Yes	28.2839461563243
F	18-35	Yes	No	14.0422497296709
M	18-35	No	Yes	22.5742651033542
F	35-50	Yes	No	24.2327348658817
M	51-70	Yes	No	26.3709866096073
F	>70	No	Yes	27.3807952524018
M	51-70	No	Yes	20.8966815112814
F	18-35	Yes	Yes	26.1192868196131
M	18-35	No	No	29.5656804617058
F	<18	No	No	24.2712416204381
F	>70	Yes	Yes	21.5296097775024
F	18-35	No	No	24.0447515534742
M	18-35	Yes	Yes	28.4997611947128
F	<18	No	No	24.1118105767372
M	18-35	No	No	25.9971089188468
M	35-50	Yes	No	32.2413325411304
F	35-50	No	Yes	25.2646516857706
F	>70	No	No	31.0413689368511
M	51-70	No	Yes	26.276398704391
F	18-35	Yes	Yes	20.0831714241222
F	18-35	No	No	21.5742284702494
M	<18	No	Yes	28.7649273941364
M	18-35	Yes	No	23.9681955296027
F	51-70	No	No	29.1947423841899
M	51-70	No	Yes	24.0963171519134
F	<18	Yes	Yes	24.5458272968624
M	35-50	No	Yes	28.9837502901356
F	<18	No	No	19.087837733409
F	>70	Yes	No	31.6483727991306
F	<18	Yes	No	28.7577537203941
F	18-35	No	No	31.6455531649335
M	<18	No	No	27.9411868103676
M	18-35	Yes	No	19.9646726176987
F	<18	No	Yes	22.6391736384062
M	18-35	No	No	15.9706056751122
F	18-35	No	No	26.4854173871341
M	51-70	No	No	22.5432259620308
F	51-70	No	Yes	30.4821933247795
M	<18	No	No	25.8945783590739
M	51-70	No	No	22.1376830084567
M	18-35	Yes	Yes	22.6674986573452
M	35-50	No	No	27.6887698941299
F	18-35	Yes	No	20.6902474054466
M	51-70	No	Yes	18.7468880872455
F	18-35	No	Yes	23.583884390449
F	35-50	Yes	Yes	17.1912138110767
M	<18	No	No	26.4225975066554
F	35-50	Yes	Yes	31.0433487293434
M	51-70	Yes	No	23.661706705057
F	51-70	No	No	28.0415912504149
F	35-50	No	No	25.9897501840926
F	<18	No	No	15.8168255605392
F	18-35	No	No	18.0207726315027
M	35-50	Yes	Yes	20.3054929715322
M	18-35	No	No	25.3918652499447
M	18-35	Yes	Yes	31.4088145567933
M	18-35	Yes	No	24.7042355146809
M	>70	Yes	Yes	25.6609809910593
M	18-35	No	Yes	25.6617406263389
F	18-35	No	No	29.5673862844239
F	51-70	No	No	29.6311759354173
M	18-35	No	No	24.1125470755908
M	>70	No	No	23.0393250164678
F	51-70	No	Yes	24.3408349422359
F	18-35	Yes	No	22.1924962338475
M	<18	No	Yes	27.3581103856525
M	>70	Yes	Yes	24.0013813189181
F	35-50	Yes	No	26.9883238173665
F	51-70	No	No	25.2535928102814
F	51-70	No	No	20.3939986892961
M	<18	Yes	No	29.1404531101758
F	35-50	No	No	26.6072433673544
M	>70	No	No	25.7142472308659
F	>70	Yes	Yes	25.8429562425115
F	51-70	No	Yes	18.1617701322955
M	<18	No	Yes	20.4786159983212
M	<18	No	No	26.4072623380271
M	18-35	No	No	22.8866921718589
M	18-35	No	No	20.0480930057169
M	<18	No	No	22.0789358366366
F	35-50	No	No	22.9086197779909
F	<18	No	Yes	20.0207687523954
M	>70	No	No	26.5628991565453
F	51-70	Yes	Yes	26.4873757291323
F	>70	No	Yes	27.301034898171
F	<18	No	No	28.9775906261633
F	<18	No	No	21.4459008804969
M	18-35	No	No	24.050459843868
M	51-70	No	No	27.3501723591489
F	<18	No	Yes	26.2944346186548
F	18-35	No	No	27.6197064090788
F	>70	No	No	26.6190858081378
F	>70	Yes	No	14.5650989301312
M	18-35	No	Yes	26.326169702464
M	35-50	No	Yes	22.6139397720432
F	>70	No	No	18.2222478792915
F	>70	No	No	23.2034649817695
M	18-35	Yes	No	24.2906780536799
F	18-35	Yes	Yes	29.3213472457077
F	>70	Yes	Yes	21.4392975186689
F	<18	Yes	Yes	19.4770644593177
F	35-50	Yes	Yes	32.0503295678202
F	51-70	Yes	No	24.3016988527699
M	<18	No	Yes	23.4613438470152
F	>70	Yes	Yes	27.2944537283583
M	51-70	No	No	23.7131870159101
F	>70	Yes	No	20.4551448784918
M	18-35	No	No	24.9204363818712
F	>70	Yes	Yes	24.9831444007395
M	18-35	No	No	20.6536901448989
M	18-35	No	No	23.2871117983538
F	18-35	Yes	No	28.8652092463396
M	51-70	No	No	25.4642569964017
F	>70	No	No	18.8803571309664
M	<18	Yes	No	30.3990507596889
F	35-50	No	No	24.8308064673031
M	51-70	No	Yes	24.7799796375234
F	35-50	Yes	Yes	24.2061190362589
F	<18	No	Yes	21.2919886532664
M	51-70	Yes	No	21.4907432333377
M	35-50	Yes	Yes	18.6342430281873
F	18-35	No	No	25.2650983800966
F	51-70	Yes	Yes	27.9950159057493
F	<18	Yes	No	29.5332872416531
M	<18	No	No	24.6767582053469
F	51-70	No	No	24.8019954760985
M	35-50	No	No	26.0503067261899
F	>70	No	No	21.370313066093
F	<18	Yes	Yes	22.3174053469816
M	>70	No	No	25.2317563798165
M	>70	Yes	Yes	29.2191755412794
M	<18	No	Yes	23.5396487127849
M	51-70	No	No	29.7932110091895
F	35-50	No	No	26.391590065399
M	>70	No	No	26.1810850026904
M	35-50	Yes	Yes	25.4222436888199
F	<18	Yes	No	24.3658672073648
F	51-70	Yes	No	31.5552840379108
F	<18	No	No	34.1415249682165
M	18-35	Yes	No	25.478567323074
F	>70	No	Yes	19.6149193072657
M	51-70	No	No	25.6998709281457
F	51-70	Yes	Yes	30.3932546384785
M	>70	No	No	24.6145221227803
M	35-50	Yes	Yes	22.7323191783621
F	18-35	No	No	27.9135481730912
F	>70	No	No	30.1122126287339
M	18-35	No	No	20.948251981381
F	51-70	Yes	Yes	25.0622686530525
F	<18	Yes	No	20.0694164765934
F	18-35	No	No	34.4325214207455
F	51-70	No	No	26.3118907187659
F	>70	No	Yes	23.3477970284244
F	35-50	No	Yes	26.12364240337
M	<18	Yes	Yes	28.3795055454514
M	<18	No	Yes	29.2776293376012
F	51-70	Yes	Yes	24.3938133117917
F	35-50	No	No	26.0755704490041
M	>70	No	Yes	20.7460633485856
F	18-35	Yes	Yes	25.3666595613655
F	35-50	No	No	24.062791681312
F	51-70	Yes	Yes	35.7216109783573
M	>70	No	No	28.0275748987962
F	35-50	No	No	16.6599180190929
M	51-70	No	No	26.1940815111675
F	<18	No	No	27.2729365579481
M	35-50	Yes	No	21.41322148339
M	51-70	No	No	20.7664391378033
F	35-50	No	Yes	20.8558112663614
F	<18	No	No	21.2192465359191
M	>70	No	No	27.4260699576884
M	35-50	Yes	No	20.0084668770786
M	35-50	No	No	22.0982759181006
F	51-70	Yes	Yes	22.4345334215075
M	18-35	Yes	No	18.5903341477279
F	18-35	Yes	Yes	18.9740399020767
F	>70	No	Yes	33.4683334893375
M	35-50	No	Yes	27.5399041683712
M	51-70	No	Yes	22.0589912036258
M	18-35	No	No	19.5891247301643
F	>70	No	Yes	30.870709511285
M	<18	No	Yes	22.9369386863509
F	35-50	No	No	29.6699225765901
M	18-35	No	No	20.9011949029983
M	<18	No	No	19.2686271247077
F	>70	No	No	21.2441927967308
F	18-35	No	No	21.7029669680195
F	<18	Yes	Yes	21.2518642489342
M	35-50	No	No	28.2355622711237
F	51-70	No	No	35.8193864035562
M	18-35	No	Yes	24.8767688974009
M	<18	Yes	No	23.1105669660738
M	18-35	No	No	27.8993627096398
F	<18	No	No	31.5160580037442
M	18-35	No	Yes	29.6128334320638
F	35-50	No	No	32.3419164461036
F	<18	No	No	30.0128227669336
F	18-35	Yes	Yes	31.9532981020053
F	51-70	Yes	Yes	23.8192682838893
F	35-50	Yes	No	22.0071507741573
F	35-50	No	No	21.7162228680828
F	35-50	No	Yes	17.0755765196462
F	>70	Yes	No	29.1392586424905
F	>70	Yes	Yes	20.6320202888254
M	35-50	No	No	31.1665698040157
M	<18	No	No	30.5132442759118
M	35-50	Yes	No	22.1336859169369
