ium_434766/data_val.csv

id,gender,age,hypertension,heart_disease,ever_married,work_type,Residence_type,avg_glucose_level,bmi,smoking_status,stroke
51897,male,36,0,0,1,private,rural,0.4887821992429139,0.21420389461626577,smokes,0
33370,female,48,0,0,1,private,rural,0.2760594589603915,0.21649484536082475,unknown,0
17740,male,65,0,0,1,private,rural,0.2031206721447697,0.21420389461626577,formerly_smoked,0
23176,female,51,1,0,1,private,urban,0.5486104699473733,0.23940435280641464,formerly_smoked,0
33412,female,15,0,0,0,private,rural,0.14763179761794848,0.0916380297823597,never_smoked,0
7577,male,13,0,0,0,children,urban,0.09569753485366078,0.11454753722794962,unknown,0
67733,female,28,0,0,1,private,urban,0.5924199058258701,0.3459335624284078,smokes,0
14872,male,45,1,0,1,self_employed,rural,0.8497368664019943,0.48339060710194737,unknown,0
41214,female,1,0,0,0,children,rural,0.09278921613886071,0.09507445589919818,unknown,0
59734,male,1,0,0,0,children,urban,0.09542055211891798,0.08361970217640323,unknown,0
52968,female,45,0,0,1,self_employed,rural,0.4340781091311975,0.26575028636884307,unknown,0
43903,male,79,0,0,1,self_employed,rural,0.1837318807127689,0.24742268041237114,unknown,0
16617,female,63,1,0,1,govt_job,urban,0.6341981349829194,0.21420389461626577,never_smoked,0
52593,male,78,0,1,1,private,urban,0.4150586280121873,0.18900343642611683,formerly_smoked,0
55631,male,38,0,0,1,private,rural,0.36238574462191864,0.1706758304696449,never_smoked,0
62439,female,51,0,0,1,govt_job,rural,0.22301726525713234,0.19473081328751435,formerly_smoked,1
68483,female,60,0,0,1,private,urban,0.04736404764103036,0.3539518900343643,formerly_smoked,0
53265,female,33,0,0,1,self_employed,urban,0.0714153817745361,0.1134020618556701,unknown,0
52681,female,39,0,0,1,private,urban,0.9224909980611208,0.288659793814433,smokes,0
2304,male,51,0,0,1,govt_job,rural,0.18497830301911183,0.16036655211912942,smokes,0
53910,female,48,0,0,1,self_employed,rural,0.3552765210968517,0.24398625429553267,smokes,0
24585,male,40,0,0,1,govt_job,urban,0.27675191579724867,0.3046964490263459,never_smoked,0
49775,male,40,0,0,1,private,rural,0.09362016434308934,0.21076746849942724,unknown,0
25483,male,72,0,0,1,private,rural,0.7410211430154187,0.18785796105383734,formerly_smoked,0
28484,female,78,0,0,1,self_employed,rural,0.2509001938879143,0.23482245131729668,never_smoked,1
13031,female,15,0,0,0,children,urban,0.16637429600221587,0.3172966781214204,never_smoked,0
65801,female,20,0,0,0,private,urban,0.08637244945065092,0.07216494845360825,unknown,0
15266,female,32,0,0,1,private,rural,0.10409934447419444,0.2520045819014891,smokes,0
44001,female,39,0,0,1,private,urban,0.0007386206259810124,0.24284077892325318,unknown,0
52134,male,53,0,0,1,private,rural,0.16157326193333954,0.28751431844215347,unknown,0
4542,female,53,0,0,1,govt_job,urban,0.132351583417967,0.3860252004581901,unknown,0
15581,male,5,0,0,0,children,urban,0.21581571415381778,0.10309278350515465,unknown,0
21042,female,72,0,0,1,self_employed,rural,0.2221863170529037,0.19014891179839633,formerly_smoked,0
42727,female,61,0,0,1,private,rural,0.026728833902686766,0.2233676975945017,unknown,0
949,male,20,0,0,0,private,rural,0.09592835379927989,0.2508591065292097,never_smoked,0
56799,male,76,0,0,1,govt_job,urban,0.1257039977841381,0.32760595647193586,never_smoked,0
6390,female,12,0,0,0,children,rural,0.08711107007663188,0.06872852233676978,unknown,0
16029,female,70,0,0,1,self_employed,rural,0.19250300064629305,0.16838487972508592,never_smoked,0
33976,male,55,0,0,1,private,urban,0.06310589973225006,0.19129438717067582,never_smoked,0
24567,male,51,0,0,1,self_employed,urban,0.0649062875080787,0.290950744558992,smokes,0
32689,female,48,0,0,1,private,urban,0.13507524697627182,0.19243986254295536,unknown,0
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52461,male,57,0,0,1,private,urban,0.2583325639368479,0.2016036655211913,never_smoked,0
47405,female,2,0,0,0,children,rural,0.21022989566983658,0.09392898052691868,unknown,0
41146,male,41,0,0,1,private,rural,0.27019665774166746,0.4467353951890034,never_smoked,0
49254,male,57,1,0,1,private,urban,0.11817930015695688,0.35738831615120276,formerly_smoked,0
20140,male,58,0,0,1,govt_job,rural,0.691533561074693,0.33562428407789235,never_smoked,0
49341,female,78,0,0,1,private,rural,0.45992983104053187,0.08361970217640323,never_smoked,0
61895,female,65,0,0,1,private,rural,0.7633182531622195,0.43986254295532656,never_smoked,0
6726,female,31,0,0,1,private,urban,0.08397193241621276,0.39747995418098514,never_smoked,0
65257,male,59,0,0,1,private,urban,0.37263410580740475,0.19473081328751435,never_smoked,0
52978,female,30,0,0,1,private,urban,0.13756809158895766,0.429553264604811,never_smoked,0
3793,male,14,0,0,0,private,urban,0.11190102483611858,0.44100801832760594,never_smoked,0
60276,male,78,1,1,1,self_employed,rural,0.23677407441602805,0.19473081328751435,never_smoked,0
59292,female,60,0,0,1,self_employed,rural,0.13133598005724306,0.1626575028636884,never_smoked,0
38987,male,65,0,1,1,self_employed,urban,0.015003231465238687,0.2027491408934708,smokes,0
66638,female,68,1,0,0,self_employed,urban,0.11388606776844246,0.2222222222222222,never_smoked,1
70874,male,71,1,0,1,govt_job,urban,0.4522204782568554,0.12829324169530354,unknown,0
69183,male,49,0,0,0,private,urban,0.18774813036654053,0.15693012600229095,unknown,0
7658,male,66,0,0,1,govt_job,rural,0.6847013202843689,0.2313860252004582,formerly_smoked,0
12849,female,28,0,0,1,private,urban,0.15141722832610105,0.2542955326460481,unknown,0
40639,female,1,0,0,0,children,rural,0.024974609915981938,0.08247422680412371,unknown,0
68657,female,1,0,0,0,children,urban,0.029590988828363085,0.1168384879725086,unknown,0
64435,female,37,0,0,1,private,rural,0.09652848305788941,0.2623138602520046,never_smoked,0
6264,male,32,0,0,1,private,rural,0.07949404487120304,0.2508591065292097,unknown,0
35039,female,28,0,0,0,private,rural,0.2028898531991506,0.08361970217640323,never_smoked,0
40371,female,47,0,0,1,private,urban,0.03393038500600132,0.18556701030927836,never_smoked,0
11394,male,73,0,1,1,private,rural,0.12478072200166196,0.24398625429553267,formerly_smoked,0
61694,male,55,0,0,1,self_employed,rural,0.2596251500323147,0.26689576174112256,never_smoked,0
36728,male,74,0,0,1,private,urban,0.11227033514910906,0.25773195876288657,never_smoked,0
17926,female,48,0,0,1,govt_job,rural,0.26091773612778135,0.2016036655211913,unknown,0
66310,male,54,0,0,1,self_employed,rural,0.38477518234696706,0.24284077892325318,never_smoked,0
59718,female,33,0,0,1,private,rural,0.27255101098698176,0.37800687285223367,never_smoked,0
55465,female,31,0,0,1,private,rural,0.024420644446496165,0.2382588774341352,unknown,0
29179,female,76,1,1,1,private,rural,0.2167851537254178,0.23711340206185566,smokes,0
15225,male,18,0,0,0,private,rural,0.2481303665404857,0.12829324169530354,unknown,0
54065,female,45,0,0,1,private,urban,0.16582033053273015,0.12371134020618559,never_smoked,0
49789,female,73,0,0,0,govt_job,urban,0.03633090204043948,0.1729667812142039,formerly_smoked,0
12064,male,60,0,0,1,private,rural,0.06056689133044041,0.2508591065292097,unknown,0
3807,female,12,0,0,0,children,urban,0.14509278921613888,0.18556701030927836,unknown,0
58978,female,70,0,1,1,private,rural,0.8491829009325086,0.1809851088201604,never_smoked,1
35330,male,30,0,0,1,private,urban,0.12062598098051891,0.19473081328751435,smokes,0
1225,male,43,0,0,1,private,urban,0.1509555904348629,0.32646048109965636,formerly_smoked,0
10997,female,38,0,0,1,private,rural,0.20132028436894106,0.16036655211912942,never_smoked,0
69835,female,57,0,0,1,private,rural,0.3521373834364325,0.2520045819014891,never_smoked,0
32554,female,16,0,0,0,children,rural,0.24882282337734285,0.10882016036655213,unknown,0
6528,male,75,0,0,1,govt_job,urban,0.672190933431816,0.17640320733104237,formerly_smoked,0
62767,female,24,0,0,1,private,urban,0.15954205521189185,0.3253150057273769,never_smoked,0
28778,female,54,0,0,1,private,urban,0.7596251500323147,0.21878579610538373,smokes,0
42553,female,80,0,0,1,private,rural,0.43297017819222605,0.20618556701030927,never_smoked,0
42703,male,74,0,0,1,self_employed,urban,0.03074508355645833,0.17754868270332186,unknown,0
56755,male,41,0,0,1,private,rural,0.24739174591450463,0.15693012600229095,never_smoked,0
13276,female,38,0,0,1,private,urban,0.07358507986335522,0.140893470790378,unknown,0
53748,male,77,0,0,1,self_employed,urban,0.01144861970270522,0.2508591065292097,unknown,0
7871,female,40,0,0,1,private,urban,0.14615455636598657,0.288659793814433,smokes,0
30186,female,5,0,0,0,children,urban,0.12251869633459517,0.07903780068728523,unknown,0
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20546,female,68,0,0,1,private,urban,0.1129166281968424,0.13631156930126004,never_smoked,0
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21346,female,12,0,0,0,children,rural,0.06929184747484074,0.08591065292096221,unknown,0
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15324,female,40,0,0,0,private,urban,0.14301541870556733,0.15578465063001146,unknown,0
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31426,female,81,1,0,1,govt_job,urban,0.7430061859477426,0.37915234822451316,never_smoked,0
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68074,male,54,0,0,1,private,rural,0.2093527836764842,0.45704467353951894,formerly_smoked,0
50118,female,65,0,1,1,private,rural,0.6520173575847106,0.27720504009163804,formerly_smoked,0
24355,female,1,0,0,0,children,rural,0.1945342073677408,0.07331042382588775,unknown,0
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29933,female,5,0,0,0,children,rural,0.1430615824946912,0.09965635738831614,unknown,0
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53924,female,1,0,0,0,children,urban,0.48134982919398017,0.028636884306987395,unknown,0
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3429,female,32,0,0,0,govt_job,urban,0.24517588403656176,0.11569301260022909,unknown,0
9648,female,71,0,1,1,private,urban,0.5347151694211061,0.28522336769759454,never_smoked,0
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65966,female,16,0,0,0,private,urban,0.157049210599206,0.140893470790378,formerly_smoked,0
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44635,female,8,0,0,0,children,urban,0.18590157880158803,0.11569301260022909,unknown,0
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14658,female,37,0,0,1,private,rural,0.10146800849413717,0.5223367697594502,unknown,0
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21971,female,52,0,0,1,govt_job,rural,0.5943587849690702,0.18213058419243988,never_smoked,0
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19043,female,40,0,0,0,private,rural,0.20256670667528393,0.16838487972508592,never_smoked,0
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25476,female,52,0,0,1,private,urban,0.13258240236358604,0.2829324169530355,unknown,0
28091,female,43,0,0,1,govt_job,urban,0.13807589326931957,0.15578465063001146,formerly_smoked,0
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38036,female,23,0,0,0,private,urban,0.32028436894100265,0.2646048109965636,unknown,0
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36355,male,58,0,0,1,govt_job,rural,0.26133321022989575,0.27835051546391754,never_smoked,0
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31143,female,22,0,0,0,private,rural,0.2418982550087711,0.35853379152348225,unknown,0
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22566,male,37,0,0,1,private,rural,0.08983473363493677,0.24398625429553267,unknown,0
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44978,male,39,0,0,1,govt_job,rural,0.08018650170806019,0.39633447880870565,formerly_smoked,0
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66866,female,48,0,0,1,private,urban,0.08766503554611765,0.1168384879725086,never_smoked,1
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70429,female,33,0,0,1,private,urban,0.13553688486750998,0.3917525773195877,never_smoked,0
62791,male,79,1,1,1,self_employed,rural,0.6929646385375311,0.134020618556701,never_smoked,0
16449,female,33,0,0,1,govt_job,rural,0.09943680177268949,0.16609392898052694,never_smoked,0
54769,male,15,0,0,0,private,urban,0.01301818853291481,0.3596792668957618,unknown,0
9201,female,44,0,0,1,self_employed,urban,0.27615178653863914,0.12714776632302405,never_smoked,0
34363,female,27,0,0,1,private,urban,0.18465515649524517,0.19129438717067582,never_smoked,0
14410,male,54,0,1,1,govt_job,urban,0.16240421013756812,0.23482245131729668,smokes,0
57308,male,20,0,0,0,private,urban,0.11010063706028994,0.10423825887743414,never_smoked,0
6613,male,2,0,0,0,children,urban,0.16032683962699656,0.1489117983963345,unknown,0
42040,female,48,0,0,1,govt_job,urban,0.33750346228418426,0.4478808705612829,never_smoked,0
20393,female,67,1,0,1,private,urban,0.19361093158526455,0.23596792668957617,never_smoked,0
10710,female,56,0,0,1,private,urban,0.6003600775551656,0.3447880870561283,formerly_smoked,1
2772,male,55,0,0,1,private,urban,0.1504939525436248,0.19129438717067582,unknown,0
57209,male,42,0,0,1,govt_job,rural,0.06001292586095469,0.24856815578465064,unknown,0
47383,male,1,0,0,0,children,urban,0.45328224540670303,0.07789232531500574,unknown,0
24262,female,31,0,0,1,private,rural,0.07289262302649802,0.20618556701030927,never_smoked,0
57494,female,82,1,0,1,self_employed,urban,0.24046717754593294,0.19129438717067582,formerly_smoked,0
35450,female,51,0,0,1,private,rural,0.17796140707229252,0.10194730813287516,never_smoked,0
38575,male,58,1,0,1,self_employed,rural,0.7110608438740652,0.48797250859106533,formerly_smoked,0
64597,female,33,0,0,1,private,rural,0.08346413073585085,0.21305841924398622,unknown,0
28102,female,25,0,0,0,private,rural,0.05161111624042103,0.1935853379152348,never_smoked,0
48303,male,39,0,0,1,private,rural,0.07469301080232665,0.2794959908361971,never_smoked,0
33560,female,81,0,1,1,govt_job,urban,0.16152709814421568,0.2096219931271478,never_smoked,0
64202,male,50,0,0,1,private,rural,0.29844889668543995,0.1512027491408935,unknown,0
61785,female,40,0,0,0,private,rural,0.4792262948942849,0.2405498281786942,smokes,0
7745,female,35,0,0,1,private,urban,0.24886898716646666,0.10538373424971363,formerly_smoked,0
70081,male,42,1,0,1,self_employed,rural,0.10211430154187057,0.3539518900343643,unknown,0
45893,female,8,0,0,0,children,urban,0.2372357123072662,0.022909507445589936,unknown,0
68141,female,58,0,0,1,private,rural,0.04865663373649709,0.16380297823596796,formerly_smoked,0
65321,male,6,0,0,0,children,rural,0.043532453143754035,0.08132875143184422,unknown,0
8951,female,77,1,0,1,self_employed,urban,0.07653956236727916,0.25773195876288657,never_smoked,0
31887,female,30,0,0,1,private,urban,0.2163235158341797,0.14776632302405496,unknown,0
49903,male,27,0,0,0,private,urban,0.08074046717754596,0.3230240549828179,never_smoked,0
22896,female,54,0,0,1,private,rural,0.2499769181054381,0.3837342497136311,formerly_smoked,0
28291,female,79,0,1,1,private,urban,0.7933708798818208,0.2233676975945017,never_smoked,1
19805,male,60,0,0,0,private,urban,0.1339673160373004,0.2520045819014891,never_smoked,0
29816,male,64,1,0,1,private,rural,0.16955959745175886,0.24627720504009165,formerly_smoked,0
67744,female,23,0,0,0,private,urban,0.089280768165451,0.2898052691867125,formerly_smoked,0
58508,female,18,0,0,0,govt_job,rural,0.26410303757732434,0.14776632302405496,formerly_smoked,0
8106,female,42,0,0,1,private,rural,0.13609085033699564,0.19129438717067582,smokes,0
68789,female,28,0,0,0,private,urban,0.03379189363862989,0.30813287514318444,unknown,0
71417,male,46,0,0,0,private,urban,0.48264241528944696,0.3092783505154639,never_smoked,0
54338,female,58,0,0,1,govt_job,rural,0.10312990490259438,0.19816723940435282,never_smoked,0
21678,male,33,0,0,1,private,urban,0.164389253069892,0.25773195876288657,smokes,0
54620,male,40,0,0,1,private,urban,0.10613055119564213,0.286368843069874,never_smoked,0
49939,female,54,0,0,1,self_employed,urban,0.007524697627181276,0.19014891179839633,never_smoked,0
51907,female,50,0,0,1,self_employed,urban,0.3047733357954021,0.143184421534937,never_smoked,0
20094,male,54,1,0,1,private,urban,0.7623488135906195,0.2027491408934708,formerly_smoked,0
7282,male,44,0,0,1,private,rural,0.1233496445388238,0.16953035509736541,never_smoked,0
62834,female,32,0,0,1,private,urban,0.15330994368017725,0.11111111111111112,unknown,0
954,male,18,0,0,0,private,rural,0.2253716185024467,0.1489117983963345,never_smoked,0
52089,female,23,0,0,0,private,urban,0.3303019111808697,0.21076746849942724,smokes,0
53552,female,62,0,0,1,private,urban,0.2126765764933986,0.15005727376861394,never_smoked,0
4833,female,12,0,0,0,children,rural,0.7032129997230172,0.1729667812142039,smokes,0
29453,male,16,0,0,0,children,rural,0.16831317514541594,0.06300114547537229,unknown,0
32016,male,71,1,0,1,private,rural,0.6085772320192041,0.26345933562428403,never_smoked,0
10875,male,63,0,0,1,private,rural,0.654094728095282,0.293241695303551,never_smoked,0
46691,male,16,0,0,0,children,urban,0.3922998799741483,0.3253150057273769,never_smoked,0
21956,female,22,0,0,0,private,urban,0.06841473548148835,0.143184421534937,unknown,0
51797,female,35,0,0,1,private,urban,0.14703166835933895,0.17640320733104237,unknown,0
19907,female,52,0,0,1,private,rural,0.19356476779614074,0.2027491408934708,unknown,0
48405,male,80,0,1,1,private,urban,0.06190564121503095,0.15922107674684993,smokes,1
21206,female,29,0,0,0,private,rural,0.14509278921613888,0.2233676975945017,smokes,0
3370,female,54,0,0,1,private,rural,0.12067214476964272,0.18556701030927836,unknown,0
45565,female,40,0,0,1,private,urban,0.07847844151047922,0.3172966781214204,never_smoked,0
53482,male,32,0,0,0,self_employed,rural,0.004431723755885908,0.293241695303551,formerly_smoked,0
31840,female,12,0,0,0,children,rural,0.1636967962330348,0.10194730813287516,unknown,0
15136,male,64,0,1,1,private,rural,0.2527929092419906,0.27033218785796104,unknown,0
72824,male,46,0,0,1,private,rural,0.018142369125657865,0.20618556701030927,formerly_smoked,0
1506,female,48,0,0,0,govt_job,urban,0.21369217985412242,0.11912943871706759,smokes,0
26993,female,41,0,0,1,private,rural,0.160465330994368,0.2611683848797251,formerly_smoked,0
27801,female,34,0,0,1,private,urban,0.2683962699658389,0.19816723940435282,never_smoked,0
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11539,female,24,1,0,0,private,urban,0.2405133413350568,0.286368843069874,smokes,0
57569,male,48,0,0,1,private,rural,0.23829747945711383,0.2680412371134021,formerly_smoked,0
24229,female,56,0,0,1,self_employed,urban,0.782522389437725,0.3722794959908362,never_smoked,0
62608,female,47,0,0,1,private,urban,0.3770658295632906,0.3092783505154639,never_smoked,0
54139,female,21,0,0,0,private,rural,0.07358507986335522,0.1718213058419244,formerly_smoked,0
67405,female,37,0,0,1,private,urban,0.13392115224817652,0.19129438717067582,never_smoked,0
24058,female,50,0,0,1,govt_job,rural,0.10409934447419444,0.17525773195876287,never_smoked,0
53328,female,14,0,0,0,private,rural,0.07118456282891705,0.16151202749140892,formerly_smoked,0
19742,female,37,0,0,1,private,urban,0.2364970916812852,0.2222222222222222,never_smoked,0
7529,male,67,0,0,1,private,rural,0.12944326470316686,0.17411225658648338,formerly_smoked,0
59368,female,78,0,0,1,private,urban,0.869633459514357,0.1809851088201604,never_smoked,0
43872,female,78,0,0,1,private,rural,0.005631982273105018,0.19702176403207333,unknown,0
72792,female,53,1,0,1,private,rural,0.10534576678053736,0.2600229095074456,never_smoked,0
66893,male,49,1,0,1,govt_job,urban,0.3892069061028529,0.34249713631156936,formerly_smoked,0
7665,female,73,0,0,1,private,rural,0.19951989659311237,0.23596792668957617,unknown,0
51169,male,81,0,0,1,private,urban,0.08166374296002221,0.18327605956471937,never_smoked,1
14180,female,13,0,0,0,children,rural,0.22140153263779894,0.09507445589919818,unknown,0
25996,female,29,0,0,1,private,urban,0.12039516203489986,0.14547537227949597,unknown,0
56778,male,64,1,0,1,private,urban,0.010617671498476644,0.2027491408934708,smokes,0
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7696,female,66,0,0,0,private,urban,0.17823838980703538,0.15578465063001146,smokes,0
30731,female,39,0,0,0,self_employed,urban,0.08281783768811746,0.12142038946162657,never_smoked,0
41858,female,63,0,1,1,private,rural,0.14352322038592924,0.3298969072164949,never_smoked,0
6090,male,19,0,0,1,private,urban,0.20321299972301726,0.20389461626575028,never_smoked,0
43268,female,52,1,0,0,private,urban,0.0825408549533746,0.1706758304696449,smokes,0
43615,female,49,0,0,1,self_employed,urban,0.09246606961499404,0.16838487972508592,unknown,0
30620,male,37,0,0,0,private,urban,0.16540485643061587,0.16380297823596796,smokes,0
62238,female,42,0,0,0,private,urban,0.11596343827901395,0.21305841924398622,never_smoked,0
11904,male,14,0,0,0,children,rural,0.26359523589696243,0.19014891179839633,unknown,0
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67438,female,60,0,0,1,govt_job,rural,0.4192595328224541,0.21649484536082475,unknown,0
5973,male,43,0,0,1,private,urban,0.14615455636598657,0.1512027491408935,smokes,0
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45040,male,55,0,0,1,private,urban,0.68640938048195,0.27033218785796104,formerly_smoked,0
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22290,female,32,0,0,1,private,urban,0.22989566983658022,0.140893470790378,never_smoked,0
39042,male,2,0,0,0,children,urban,0.07298495060474569,0.11454753722794962,unknown,0
19436,male,56,0,0,1,private,rural,0.1259348167297572,0.23596792668957617,smokes,0
10135,female,37,0,0,0,private,rural,0.26267196011448624,0.21534936998854526,unknown,0
20421,female,43,0,0,1,private,rural,0.0637983565691072,0.18900343642611683,never_smoked,0
47461,female,35,0,0,1,private,urban,0.26419536515557196,0.2245131729667812,unknown,0
22272,female,71,1,0,1,private,rural,0.6825777859846736,0.3550973654066437,never_smoked,0
30678,female,48,0,0,1,private,urban,0.10557658572615641,0.23940435280641464,formerly_smoked,0
34719,male,48,1,0,0,private,urban,0.25579355553503835,0.27376861397479957,never_smoked,0
68981,female,71,1,0,1,govt_job,urban,0.7602252792909242,0.27376861397479957,formerly_smoked,0
32352,female,31,0,0,1,govt_job,rural,0.22818760963899914,0.18442153493699887,never_smoked,0
57347,female,29,0,0,0,govt_job,rural,0.008771119933524196,0.3745704467353952,formerly_smoked,0
4961,male,56,0,0,1,govt_job,urban,0.31054380943587856,0.22909507445589922,unknown,0
17478,male,44,0,0,1,govt_job,urban,0.21484627458221772,0.28751431844215347,never_smoked,0
17725,female,10,0,0,0,children,rural,0.1762071830855877,0.1179839633447881,unknown,0
23893,male,24,0,0,1,private,urban,0.22310959283537996,0.16953035509736541,smokes,0
46797,female,31,0,0,1,private,rural,0.09555904348628935,0.21534936998854526,never_smoked,0
6540,female,41,0,0,1,private,rural,0.17796140707229252,0.293241695303551,unknown,0
59878,female,56,0,0,1,self_employed,urban,0.3187148001107931,0.14547537227949597,never_smoked,0
40622,female,43,0,0,1,private,rural,0.11868710183731884,0.47193585337915234,unknown,0
41648,male,27,0,0,1,private,rural,0.21937032591635125,0.18442153493699887,smokes,0
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61742,male,26,0,0,0,private,urban,0.2238482134613609,0.24169530355097363,never_smoked,0
42117,male,43,0,0,1,self_employed,urban,0.4076724217523775,0.40778923253150057,unknown,1
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12380,male,43,0,0,1,govt_job,rural,0.13230541962884318,0.1294387170675831,never_smoked,0
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61299,female,79,1,0,1,private,rural,0.2977564398485828,0.32875143184421535,unknown,0
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4117,female,56,0,0,1,self_employed,rural,0.12302649801495708,0.13172966781214207,never_smoked,0
43892,female,73,0,0,1,private,rural,0.12307266180408089,0.21191294387170678,never_smoked,0
46745,male,22,0,0,1,govt_job,rural,0.2888468285476872,0.18556701030927836,never_smoked,0
44962,male,71,0,0,1,govt_job,urban,0.004616378912381147,0.1649484536082474,unknown,0
10924,female,60,0,0,1,private,rural,0.1500323146523867,0.22680412371134023,smokes,0
29380,female,42,1,0,1,private,rural,0.16083464130735847,0.2898052691867125,never_smoked,0
25219,female,23,0,0,0,private,urban,0.2096759302003509,0.13516609392898055,smokes,0
10548,male,66,0,0,1,private,rural,0.09851352599021329,0.12485681557846508,formerly_smoked,1
57236,male,2,0,0,0,children,rural,0.14518511679438645,0.0882016036655212,unknown,0
39531,male,50,1,0,1,private,rural,0.7628104514818578,0.35051546391752575,formerly_smoked,0
57944,female,35,0,0,1,govt_job,rural,0.004616378912381147,0.15922107674684993,smokes,0
41652,female,31,0,0,0,private,urban,0.03826978118363955,0.17411225658648338,formerly_smoked,0
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63668,male,22,0,0,0,private,rural,0.14056873788200536,0.15922107674684993,formerly_smoked,0
39823,female,41,0,0,1,govt_job,rural,0.8066660511494784,0.28522336769759454,smokes,0
16523,female,8,0,0,0,private,urban,0.2574554519434955,0.08361970217640323,unknown,0
13899,male,30,0,0,1,private,urban,0.11277813682947097,0.2680412371134021,never_smoked,0
38488,female,30,0,0,1,private,urban,0.0584433570307451,0.21649484536082475,smokes,0
3595,male,32,0,0,1,private,urban,0.19771950881728373,0.34249713631156936,smokes,0
52454,male,9,0,0,0,children,rural,0.30782014587757367,0.09621993127147767,unknown,0
51084,female,80,0,0,1,private,urban,0.034622841842858465,0.14662084765177552,formerly_smoked,0
5464,male,32,0,0,1,private,rural,0.07312344197211706,0.2611683848797251,unknown,0
33035,female,20,0,0,0,private,urban,0.1722832610100637,0.2646048109965636,never_smoked,0
40055,female,17,0,0,0,private,rural,0.5461637891238114,0.17525773195876287,smokes,0
25488,female,46,0,0,1,self_employed,urban,0.18239313082817837,0.16723940435280638,never_smoked,0
63457,female,78,0,1,0,self_employed,urban,0.2569476502631336,0.14432989690721648,never_smoked,0
19773,female,52,0,0,1,private,rural,0.19144123349644543,0.18442153493699887,never_smoked,1
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40350,female,51,0,0,0,private,urban,0.256855322684886,0.1649484536082474,formerly_smoked,0
18684,female,73,0,0,1,self_employed,rural,0.15848028806204417,0.22909507445589922,formerly_smoked,0
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4077,male,49,0,0,1,private,urban,0.7597636413996861,0.49828178694158076,unknown,0
12512,female,52,1,0,1,private,rural,0.7313267472994183,0.24856815578465064,never_smoked,0
29552,female,55,1,1,1,private,urban,0.7168313175145417,0.3402061855670103,smokes,1
53028,female,39,0,0,1,private,rural,0.12090296371526177,0.2794959908361971,never_smoked,0
65481,male,57,0,0,1,private,urban,0.16286584802880627,0.18556701030927836,never_smoked,0
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7924,female,67,0,0,1,private,urban,0.21392299879974147,0.17869415807560135,formerly_smoked,0
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70630,female,71,0,0,1,govt_job,rural,0.6408457206167482,0.13860252004581902,smokes,1
10018,male,19,0,0,0,private,rural,0.005585818483981153,0.21878579610538373,unknown,0
8544,female,24,0,0,0,self_employed,rural,0.27656726064075343,0.15005727376861394,never_smoked,0
33454,female,63,0,0,1,govt_job,rural,0.23755885883113287,0.15578465063001146,unknown,1
19778,male,80,0,0,0,self_employed,rural,0.6880712768904071,0.3550973654066437,formerly_smoked,0
42133,female,53,0,0,1,self_employed,urban,0.039977841381220625,0.17869415807560135,never_smoked,0
18140,female,33,0,0,1,private,rural,0.3515834179669467,0.16953035509736541,never_smoked,0
25408,female,24,0,0,1,self_employed,rural,0.27430523497368664,0.22680412371134023,smokes,0
13629,male,1,0,0,0,children,urban,0.004570215123257337,0.14432989690721648,unknown,0
28265,female,42,0,0,1,self_employed,rural,0.11088542147539471,0.16838487972508592,formerly_smoked,0
30402,male,41,0,0,1,private,urban,0.22721817006739914,0.22909507445589922,unknown,0
50277,female,51,0,0,1,self_employed,rural,0.05932046902409749,0.21878579610538373,smokes,0
43028,male,66,0,0,1,self_employed,rural,0.0005078016803619079,0.21305841924398622,unknown,0
48693,female,43,0,0,1,private,rural,0.16979041639737796,0.25658648339060713,formerly_smoked,0
17337,female,1,0,0,0,children,rural,0.21059920598282705,0.09507445589919818,unknown,0
52234,female,72,0,0,1,govt_job,urban,0.2258794201828086,0.26575028636884307,never_smoked,0
8579,female,2,0,0,0,children,rural,0.15972671036838704,0.08591065292096221,unknown,0
40264,female,17,0,0,0,private,rural,0.20390545655987447,0.12485681557846508,unknown,0
16817,female,78,1,0,0,private,urban,0.34816729757178466,0.11225658648339064,never_smoked,1
15274,female,2,0,0,0,children,rural,0.11434770565968055,0.24398625429553267,unknown,0
30468,male,58,1,0,1,private,urban,0.15160188348259623,0.3310423825887744,never_smoked,0
42201,male,53,0,0,1,private,urban,0.3187148001107931,0.24513172966781216,never_smoked,0
45931,male,9,0,0,0,children,urban,0.40421013756809165,0.16151202749140892,unknown,0
52447,female,3,0,0,0,children,rural,0.35403009879050873,0.043528064146620846,unknown,0
68967,male,39,0,0,1,private,urban,0.573631243652479,0.19931271477663232,unknown,0
53399,male,74,0,0,1,private,rural,0.04690240974979226,0.20504009163802978,never_smoked,0
36547,male,1,0,0,0,children,rural,0.3790047087064906,0.09736540664375716,unknown,0
6032,male,78,0,0,1,self_employed,urban,0.6761148555073401,0.2325315005727377,unknown,0
50805,female,55,0,0,1,private,urban,0.21807773982088452,0.15922107674684993,never_smoked,0
20657,female,67,0,0,1,private,urban,0.7978949312159543,0.25773195876288657,unknown,0
40137,female,56,0,0,1,self_employed,rural,0.25759394331086694,0.17869415807560135,unknown,0
40076,female,46,0,0,1,private,rural,0.06919951989659312,0.15922107674684993,never_smoked,0
22590,male,5,0,0,0,children,urban,0.1321669282614717,0.08934707903780072,unknown,0
59908,female,11,0,0,0,children,rural,0.3048194995845259,0.1809851088201604,unknown,0
5780,female,47,0,0,1,private,urban,0.09006555258055582,0.4009163802978236,never_smoked,0
66494,male,48,0,0,1,private,urban,0.17006739913212077,0.16723940435280638,unknown,0
45175,male,18,0,0,0,private,urban,0.11517865386390913,0.13745704467353953,unknown,0
60226,female,35,0,0,1,private,urban,0.09638999169051798,0.3161512027491409,unknown,0
49265,female,63,0,0,1,private,rural,0.11143938694488048,0.18671248568155785,smokes,0
64433,male,54,0,0,1,private,urban,0.8902686732527006,0.29553264604810997,formerly_smoked,0
20258,male,25,0,0,0,private,urban,0.1479549441418152,0.16953035509736541,never_smoked,0
32826,male,6,0,0,0,children,urban,0.15058628012187242,0.0847651775486827,unknown,0
29804,male,24,1,0,1,private,rural,0.11776382605484259,0.20504009163802978,smokes,0
52530,male,55,0,0,1,govt_job,urban,0.8126211799464501,0.13745704467353953,never_smoked,0
38578,female,35,0,0,0,private,urban,0.07704736404764106,0.1729667812142039,unknown,0
56546,male,79,0,1,1,private,rural,0.3455821253808512,0.140893470790378,formerly_smoked,1
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51532,female,53,0,0,1,govt_job,rural,0.12113378266088082,0.44100801832760594,never_smoked,0
43054,female,50,0,0,1,private,rural,0.21715446403840827,0.24169530355097363,smokes,1
8983,female,80,1,0,1,private,urban,0.15714153817745363,0.15693012600229095,never_smoked,0
11450,female,41,0,0,1,self_employed,urban,0.20187424983842672,0.16380297823596796,never_smoked,0
5581,female,39,0,0,1,private,rural,0.1578801588034346,0.23711340206185566,formerly_smoked,0
17951,male,27,0,0,0,self_employed,rural,0.2573631243652479,0.21993127147766323,smokes,0
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68382,male,0,0,0,0,children,urban,0.3354260917736128,0.12027491408934708,unknown,0
58577,female,38,0,0,1,govt_job,rural,0.042239867048287305,0.19473081328751435,never_smoked,0
54296,male,58,0,0,1,self_employed,rural,0.06333671867786911,0.38258877434135175,formerly_smoked,0
31925,female,62,0,0,1,private,rural,0.19818114670852183,0.2016036655211913,never_smoked,0
28478,female,31,0,0,1,private,urban,0.12491921336903339,0.37113402061855677,never_smoked,0
63779,female,16,0,0,0,private,rural,0.1103776197950328,0.21764032073310424,unknown,0
21036,female,47,0,0,1,private,urban,0.35227587480380396,0.16036655211912942,never_smoked,0
38067,female,22,0,0,0,private,urban,0.38943772504847196,0.2096219931271478,formerly_smoked,0
41097,female,23,1,0,0,private,urban,0.06883020958360264,0.7754868270332188,smokes,0
3984,female,33,0,0,1,private,rural,0.13392115224817652,0.18327605956471937,never_smoked,0
61641,male,14,0,0,0,children,rural,0.43532453143754035,0.1179839633447881,unknown,0
39518,female,20,0,0,0,private,rural,0.10996214569291846,0.11912943871706759,never_smoked,0
31092,female,30,0,0,1,private,urban,0.15437171083002493,0.4009163802978236,never_smoked,0
49976,female,54,0,1,1,private,urban,0.39313082817837686,0.30698739977090495,formerly_smoked,0
65574,female,54,0,0,1,private,urban,0.3417966946726987,0.2531500572737686,never_smoked,0
35437,female,28,0,0,1,private,rural,0.08434124272920324,0.23482245131729668,unknown,0
66306,female,43,0,0,1,private,rural,0.12671960114486197,0.21534936998854526,never_smoked,0
27012,male,32,0,0,0,private,urban,0.1810543809435879,0.22794959908361973,formerly_smoked,0
69482,female,31,0,0,1,govt_job,urban,0.12274951528021422,0.25658648339060713,unknown,0
30129,female,62,0,0,1,govt_job,urban,0.49879974148278083,0.17525773195876287,never_smoked,0
64879,female,8,0,0,0,children,rural,0.3014957067676115,0.1512027491408935,unknown,0
52897,male,35,0,0,0,private,urban,0.1776382605484258,0.20847651775486825,smokes,0
34974,female,22,0,0,0,private,rural,0.11397839534669008,0.19931271477663232,unknown,0
56746,male,46,1,0,1,private,urban,0.04791801311051613,0.23367697594501718,never_smoked,0
43827,female,27,0,0,1,private,urban,0.49141353522297104,0.17640320733104237,smokes,0
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59412,female,25,0,0,1,private,urban,0.015511033145600595,0.15349369988545247,never_smoked,0
63420,male,64,1,0,1,private,urban,0.12261102391284284,0.2405498281786942,formerly_smoked,0
57468,female,44,0,0,1,private,rural,0.07136921798541224,0.16953035509736541,never_smoked,0
10166,male,66,0,0,0,govt_job,rural,0.10520727541316593,0.3298969072164949,unknown,0
5951,male,28,1,0,0,private,urban,0.14536977195088174,0.3241695303550974,smokes,0
9923,male,55,0,1,1,private,urban,0.11564029175514728,0.2027491408934708,never_smoked,0