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s434766 2021-03-20 20:04:51 +01:00
commit 26a55efb5a
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id,gender,age,hypertension,heart_disease,ever_married,work_type,Residence_type,avg_glucose_level,bmi,smoking_status,stroke
641,male,52,0,0,1,govt_job,rural,0.1483704182439295,0.3413516609392898,smokes,0
57777,female,59,0,0,1,self_employed,urban,0.16129627919859663,0.21305841924398622,smokes,0
47691,male,16,0,0,0,private,rural,0.19439571600036937,0.2325315005727377,never_smoked,0
45048,female,21,0,0,0,private,urban,0.36621733911919485,0.21534936998854526,never_smoked,0
53271,male,36,0,0,1,private,rural,0.09006555258055582,0.24398625429553267,formerly_smoked,0
5799,male,69,0,1,1,private,rural,0.7468377804450189,0.2233676975945017,formerly_smoked,0
19153,female,19,0,0,0,self_employed,urban,0.13359800572430985,0.1649484536082474,never_smoked,0
5077,male,45,0,0,1,private,urban,0.0997137845074324,0.21534936998854526,unknown,0
23508,female,17,0,0,0,never_worked,rural,0.15441787461914874,0.2382588774341352,never_smoked,0
17443,female,53,0,0,1,private,urban,0.08531068230080324,0.19129438717067582,never_smoked,0
47811,female,72,0,0,1,self_employed,urban,0.8526451851167943,0.29209621993127144,never_smoked,0
9225,male,4,0,0,0,children,rural,0.23377342812298035,0.09278350515463916,unknown,0
10245,female,54,0,0,1,self_employed,rural,0.1034068876373373,0.29209621993127144,never_smoked,0
59272,male,38,0,0,1,private,rural,0.11125473178838519,0.2806414662084765,smokes,0
52619,female,65,0,0,1,private,rural,0.6955036469393407,0.3596792668957618,never_smoked,0
4813,male,27,0,0,0,private,urban,0.2671036838703721,0.39404352806414666,never_smoked,0
23748,female,31,0,0,1,private,urban,0.17099067491459702,0.143184421534937,never_smoked,0
34999,male,26,0,0,1,private,urban,0.15723386575570125,0.17869415807560135,formerly_smoked,0
72725,female,26,0,0,0,govt_job,urban,0.021004524051334184,0.1626575028636884,smokes,0
56090,female,65,0,0,1,self_employed,rural,0.5179115501800388,0.19243986254295536,never_smoked,0
51988,female,25,0,0,1,private,rural,0.1145785246052996,0.3012600229095075,unknown,0
60148,male,34,0,0,1,private,urban,0.11859477425907122,0.2623138602520046,never_smoked,0
29326,female,75,0,0,1,self_employed,rural,0.06970732157695503,0.16609392898052694,formerly_smoked,0
59540,female,19,0,0,0,private,rural,0.007986335518419374,0.12371134020618559,never_smoked,0
17251,female,76,1,0,1,self_employed,urban,0.10885421475394702,0.19816723940435282,formerly_smoked,0
21973,male,70,0,0,1,private,rural,0.050503185301449594,0.22680412371134023,formerly_smoked,0
10460,female,79,0,0,1,govt_job,urban,0.10137568091588961,0.2829324169530355,unknown,0
35333,male,76,1,0,1,private,rural,0.7870002769827348,0.21420389461626577,never_smoked,0
6199,female,52,0,0,1,govt_job,rural,0.24074416028067586,0.22680412371134023,unknown,0
43282,male,0,0,0,0,children,rural,0.4831963807589327,0.1099656357388316,unknown,0
15824,female,67,0,0,1,private,rural,0.12261102391284284,0.2302405498281787,never_smoked,0
28258,female,80,0,0,1,self_employed,urban,0.09205059551287975,0.2222222222222222,unknown,0
16010,male,47,0,0,1,private,rural,0.16586649432185396,0.2382588774341352,formerly_smoked,0
44202,female,25,0,0,1,private,urban,0.04837965100175423,0.26575028636884307,never_smoked,0
25942,female,4,0,0,0,children,urban,0.08018650170806019,0.07560137457044673,unknown,0
44010,female,3,0,0,0,children,urban,0.0102021973963623,0.07445589919816724,unknown,0
2647,male,55,0,0,1,private,rural,0.11647123995937586,0.21076746849942724,smokes,0
49833,female,42,0,0,1,govt_job,rural,0.2671036838703721,0.30813287514318444,formerly_smoked,0
12593,female,18,0,0,0,private,urban,0.11637891238112824,0.10767468499427262,never_smoked,0
44526,male,58,0,0,1,govt_job,urban,0.21623118825593202,0.27720504009163804,never_smoked,0
65218,male,2,0,0,0,children,rural,0.24919213369033333,0.11111111111111112,unknown,0
9637,male,26,0,0,1,private,rural,0.3009417412981258,0.13745704467353953,smokes,0
30627,female,56,0,0,1,govt_job,urban,0.15884959837503465,0.14662084765177552,unknown,0
67356,female,43,0,0,1,private,urban,0.11854861046994736,0.41008018327605955,never_smoked,0
6968,male,2,0,0,0,children,rural,0.25944049487581944,0.09049255441008018,unknown,0
55721,male,62,0,1,1,self_employed,urban,0.005493490905733589,0.16036655211912942,formerly_smoked,0
36837,female,61,0,0,1,self_employed,urban,0.06813775274674544,0.19243986254295536,never_smoked,0
21857,female,5,0,0,0,children,urban,0.1375219277998338,0.1809851088201604,unknown,0
65127,female,35,0,0,1,private,urban,0.11836395531345217,0.21191294387170678,smokes,0
62833,female,6,0,0,0,children,urban,0.24134428953928544,0.0847651775486827,unknown,0
2846,female,46,0,0,1,private,rural,0.14167666882097685,0.1134020618556701,formerly_smoked,0
16420,female,45,0,0,1,private,urban,0.2442526082540855,0.3092783505154639,never_smoked,0
17708,male,62,0,0,1,govt_job,rural,0.6899178284553595,0.27605956471935855,unknown,0
4083,female,30,0,0,0,private,rural,0.08572615640291759,0.08018327605956473,never_smoked,0
15937,male,45,1,0,1,self_employed,rural,0.08844981996122242,0.30813287514318444,formerly_smoked,0
51020,female,55,0,0,1,private,rural,0.15077093527836766,0.1706758304696449,formerly_smoked,0
21438,female,50,0,0,1,private,rural,0.12454990305604285,0.18442153493699887,unknown,0
11713,male,51,0,0,1,private,rural,0.10132951712676574,0.24971363115693013,formerly_smoked,0
18180,female,3,0,0,0,children,urban,0.05138029729480198,0.06300114547537229,unknown,0
11962,male,36,0,0,1,private,urban,0.1579263225925584,0.23367697594501718,never_smoked,0
67309,male,47,0,0,1,private,rural,0.1442618410119103,0.3310423825887744,smokes,0
44179,female,41,0,0,1,private,urban,0.11841011910257593,0.12371134020618559,never_smoked,0
7273,female,51,0,0,1,self_employed,urban,0.820653679253993,0.2714776632302406,smokes,0
49669,female,14,0,0,0,children,rural,0.012972024743791,0.23596792668957617,unknown,1
45622,female,25,0,0,0,private,rural,0.29420182808604933,0.15463917525773196,smokes,0
69461,female,49,0,0,1,govt_job,urban,0.1636967962330348,0.14776632302405496,unknown,0
10870,male,51,0,0,1,private,rural,0.8194995845258978,0.3997709049255441,never_smoked,0
40353,female,61,0,0,1,private,urban,0.2722278644631152,0.17640320733104237,never_smoked,0
27146,female,23,0,0,0,private,rural,0.17426830394238763,0.22680412371134023,never_smoked,0
36633,male,1,0,0,0,children,urban,0.08291016526636508,0.11569301260022909,unknown,0
4842,female,76,0,0,0,self_employed,urban,0.1034068876373373,0.35051546391752575,formerly_smoked,0
24727,male,20,0,0,0,private,rural,0.29018557843227777,0.23596792668957617,smokes,0
4795,female,31,0,0,0,private,rural,0.1623580463484443,0.3253150057273769,unknown,0
8203,male,17,0,0,0,private,rural,0.23746653125288525,0.1225658648339061,unknown,0
31189,male,54,0,0,1,govt_job,urban,0.0823561997968793,0.31386025200458195,smokes,0
12741,female,25,0,0,1,private,rural,0.19573446588495985,0.4032073310423826,formerly_smoked,0
11744,male,77,0,0,1,self_employed,urban,0.12898162681192876,0.19129438717067582,unknown,0
55386,male,42,0,0,1,private,rural,0.3140522574092882,0.1809851088201604,smokes,0
61338,female,40,0,0,1,private,rural,0.047779521743144704,0.15807560137457044,smokes,0
2029,female,40,0,0,1,private,rural,0.1718677869079494,0.3172966781214204,never_smoked,0
32766,male,51,0,0,0,private,rural,0.23677407441602805,0.3619702176403207,smokes,0
48118,female,82,0,0,1,self_employed,urban,0.26927338195919126,0.22909507445589922,never_smoked,0
47181,female,68,0,0,1,private,urban,0.2231557566245037,0.293241695303551,never_smoked,0
18134,male,10,0,0,0,children,rural,0.1877942941556643,0.08018327605956473,unknown,0
37761,female,38,0,0,1,private,urban,0.22370972209398948,0.23482245131729668,formerly_smoked,0
17398,male,41,0,0,1,private,rural,0.2154464038408273,0.18785796105383734,unknown,0
50295,female,45,0,0,1,private,urban,0.047271720062782796,0.3321878579610538,never_smoked,0
41827,male,58,0,0,1,private,rural,0.3728649247530237,0.14662084765177552,formerly_smoked,0
64633,female,48,0,0,1,private,urban,0.17966946726987354,0.25658648339060713,never_smoked,0
70500,female,44,0,0,0,private,rural,0.17357584710553042,0.3012600229095075,never_smoked,0
15120,female,81,1,0,1,self_employed,rural,0.7160465330994368,0.23367697594501718,never_smoked,0
68739,male,34,0,0,1,private,urban,0.43624780722001666,0.3333333333333333,formerly_smoked,0
38242,female,78,0,1,1,self_employed,rural,0.15594127966023458,0.274914089347079,unknown,0
51497,male,28,0,0,1,self_employed,urban,0.46777767519157964,0.16036655211912942,never_smoked,0
33924,female,26,0,0,0,private,urban,0.11919490351768075,0.13631156930126004,smokes,0
57254,female,57,0,0,1,private,rural,0.37166466623580463,0.2966781214203895,formerly_smoked,0
67032,male,42,0,0,0,govt_job,urban,0.277398208844982,0.21076746849942724,unknown,0
18263,female,78,0,0,1,self_employed,urban,0.826054842581479,0.2680412371134021,never_smoked,0
52242,female,58,1,0,1,govt_job,rural,0.02031206721447698,0.2623138602520046,never_smoked,0
49666,male,47,0,0,1,self_employed,urban,0.14107653956236732,0.33562428407789235,never_smoked,0
51916,male,13,0,0,0,children,rural,0.01038685255285754,0.08361970217640323,unknown,0
16091,male,14,0,0,0,private,rural,0.22306342904625615,0.11225658648339064,never_smoked,0
51254,female,65,0,0,0,private,urban,0.08946542332194629,0.24856815578465064,never_smoked,0
46809,male,48,0,0,1,private,rural,0.4247991875173114,0.13745704467353953,unknown,0
71846,female,76,0,0,1,govt_job,urban,0.7779521743144676,0.19243986254295536,smokes,0
60104,male,44,0,0,1,private,urban,0.11822546394608074,0.20389461626575028,smokes,0
28500,male,10,0,0,0,children,urban,0.17015972671036844,0.06987399770904924,unknown,0
67159,male,73,1,0,0,govt_job,urban,0.0746468470132029,0.31386025200458195,never_smoked,0
1577,female,17,0,0,0,private,urban,0.06873788200535502,0.3745704467353952,unknown,0
69487,female,79,0,0,1,self_employed,urban,0.012233404117810043,0.15807560137457044,formerly_smoked,0
9955,female,58,0,0,0,private,urban,0.13299787646570038,0.17525773195876287,formerly_smoked,0
51149,male,70,0,0,1,private,urban,0.054150124642230624,0.21764032073310424,unknown,0
4692,female,74,0,0,1,govt_job,urban,0.9088265164804729,0.17411225658648338,never_smoked,0
12345,male,11,0,0,0,children,urban,0.08337180315760323,0.19816723940435282,never_smoked,0
2267,female,31,0,0,1,self_employed,urban,0.12551934262764292,0.24742268041237114,never_smoked,0
5296,female,44,0,0,0,private,urban,0.09777490536423228,0.2313860252004582,never_smoked,0
32733,female,28,0,0,1,private,rural,0.23802049672237102,0.21764032073310424,never_smoked,0
58645,female,76,0,0,1,private,rural,0.18982550087711197,0.1729667812142039,never_smoked,0
30290,female,40,0,0,1,private,urban,0.06929184747484074,0.15234822451317298,never_smoked,0
15791,male,77,0,0,1,private,urban,0.6403379189363864,0.18556701030927836,never_smoked,0
50638,female,66,0,0,1,govt_job,urban,0.08037115686455548,0.1718213058419244,smokes,0
14099,female,57,0,0,1,govt_job,urban,0.19513433662635032,0.3172966781214204,unknown,0
35293,female,80,0,0,1,self_employed,rural,0.22597174776105622,0.10309278350515465,formerly_smoked,0
70654,female,25,0,0,0,private,rural,0.21096851629581753,0.24742268041237114,unknown,0
20169,female,75,0,0,1,private,rural,0.23640476410303757,0.2004581901489118,unknown,0
72435,female,37,0,0,1,private,urban,0.7478072200166189,0.21534936998854526,never_smoked,0
47770,male,2,0,0,0,children,urban,0.11937955867417599,0.1099656357388316,unknown,0
67426,female,1,0,0,0,children,rural,0.03148370418243929,0.11454753722794962,unknown,0
51100,male,62,0,0,1,govt_job,rural,0.05114947834918293,0.22565864833906069,unknown,0
69710,female,46,0,0,0,self_employed,rural,0.041408918844058784,0.1718213058419244,never_smoked,0
70970,female,17,0,0,0,self_employed,urban,0.12491921336903339,0.15005727376861394,unknown,0
4297,male,75,0,0,1,govt_job,urban,0.7756439848582771,0.2004581901489118,never_smoked,0
30201,female,54,0,0,1,private,urban,0.0925122334041178,0.3172966781214204,never_smoked,0
2326,female,67,1,0,1,private,rural,0.5724309851352599,0.20389461626575028,formerly_smoked,1
10511,male,5,0,0,0,children,urban,0.21461545563659867,0.2611683848797251,unknown,0
23968,female,79,0,0,1,govt_job,rural,0.16175791708983472,0.27605956471935855,never_smoked,0
7538,female,55,0,0,1,self_employed,rural,0.18294709629766415,0.2016036655211913,smokes,0
69064,female,57,0,0,0,self_employed,rural,0.08046348444280305,0.1225658648339061,never_smoked,0
72178,female,4,0,0,0,children,urban,0.0744621918567076,0.09736540664375716,unknown,0
27849,female,5,0,0,0,children,urban,0.3098975163881451,0.07331042382588775,unknown,0
48739,male,47,0,0,1,self_employed,urban,0.3696334595143569,0.2943871706758305,smokes,0
50804,male,2,0,0,0,children,rural,0.04948758194072572,0.0664375715922108,unknown,0
52216,female,35,0,0,1,private,urban,0.1504939525436248,0.12600229095074456,never_smoked,0
72108,male,8,0,0,0,children,rural,0.005447327116609724,0.0882016036655212,unknown,0
51809,female,60,0,0,1,self_employed,rural,0.22181700673991323,0.24971363115693013,formerly_smoked,0
58936,male,59,0,0,1,private,rural,0.6834087341889022,0.37915234822451316,unknown,0
3305,male,65,0,0,1,private,urban,0.6581571415381774,0.20733104238258876,smokes,0
51856,male,38,1,0,1,private,rural,0.008217154464038423,0.9358533791523482,never_smoked,0
37011,female,52,0,0,1,private,rural,0.07760132951712684,0.2726231386025201,unknown,0
26197,female,38,0,0,1,private,rural,0.22578709260456098,0.42382588774341345,smokes,0
12982,male,74,0,0,1,self_employed,urban,0.6049764564675468,0.3894616265750286,unknown,0
52236,female,60,0,0,1,private,rural,0.8109131197488689,0.34249713631156936,never_smoked,0
16145,female,7,0,0,0,children,rural,0.08378727725971746,0.10538373424971363,unknown,0
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56712,male,1,0,0,0,children,rural,0.005031853014495435,0.09965635738831614,unknown,0
6599,male,64,1,0,1,self_employed,rural,0.14098421198411965,0.20847651775486825,never_smoked,0
67603,male,70,0,0,1,self_employed,urban,0.7781368294709631,0.274914089347079,formerly_smoked,0
29352,female,26,0,0,0,private,urban,0.13729110885421475,0.3127147766323024,never_smoked,0
533,female,3,0,0,0,children,rural,0.18003877758286402,0.12714776632302405,unknown,0
40378,male,45,1,0,1,self_employed,urban,0.1630043393961777,0.33676975945017185,smokes,0
9620,female,43,0,0,1,govt_job,rural,0.12302649801495708,0.1729667812142039,never_smoked,0
35602,female,52,0,0,1,govt_job,rural,0.24337549626073313,0.134020618556701,formerly_smoked,0
31712,female,53,0,0,1,private,urban,0.1535407626257963,0.1729667812142039,never_smoked,0
48721,male,26,0,0,0,private,urban,0.6257501615732619,0.1134020618556701,never_smoked,0
4528,male,45,1,0,0,private,rural,0.1403379189363863,0.29896907216494845,never_smoked,0
44325,male,78,0,0,1,self_employed,rural,0.32900932508540304,0.12600229095074456,smokes,0
3251,male,54,0,0,1,private,urban,0.2596713138214385,0.21534936998854526,formerly_smoked,0
4959,female,5,0,0,0,children,urban,0.12667343735573816,0.07216494845360825,unknown,0
45824,female,77,1,0,1,self_employed,urban,0.21646200720155112,0.21993127147766323,unknown,0
36638,male,64,0,0,1,private,urban,0.14278459975994828,0.14547537227949597,unknown,0
32560,female,8,0,0,0,children,rural,0.15141722832610105,0.043528064146620846,unknown,0
60258,female,80,0,1,1,self_employed,rural,0.19975071553873142,0.13631156930126004,smokes,0
45372,male,68,0,0,1,self_employed,rural,0.09680546579263227,0.1798396334478809,smokes,0
1552,male,73,0,0,1,private,urban,0.21447696426922724,0.293241695303551,never_smoked,0
35974,female,16,0,0,0,private,rural,0.1440310220662912,0.0916380297823597,unknown,0
62416,female,26,0,0,1,private,rural,0.08387960483796514,0.2004581901489118,never_smoked,0
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58617,female,43,0,0,1,self_employed,rural,0.29438648324254457,0.3814432989690722,never_smoked,0
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6879,female,44,0,0,0,govt_job,urban,0.7422214015326378,0.36082474226804123,smokes,0
65376,female,65,0,0,1,self_employed,urban,0.18613239774720708,0.17411225658648338,smokes,0
69665,female,63,0,0,1,private,rural,0.02354353245314378,0.21649484536082475,never_smoked,0
53476,female,31,0,0,1,private,urban,0.16101929646385377,0.3241695303550974,never_smoked,0
65357,female,5,0,0,0,children,rural,0.13604468654787188,0.0847651775486827,unknown,0
5046,male,17,0,0,0,self_employed,urban,0.1998892069061029,0.15005727376861394,unknown,0
24783,female,28,0,0,0,private,urban,0.15137106453697718,0.1420389461626575,formerly_smoked,0
70058,female,62,1,0,1,self_employed,urban,0.2242175237743514,0.28522336769759454,smokes,0
63562,male,7,0,0,0,children,rural,0.16937494229526362,0.06300114547537229,unknown,0
54726,female,37,0,0,1,private,urban,0.06601421844705019,0.2600229095074456,never_smoked,0
35140,male,43,0,0,1,govt_job,urban,0.7193241621272274,0.2405498281786942,never_smoked,0
57124,male,37,0,0,1,private,urban,0.29983381035915424,0.27033218785796104,smokes,0
48883,male,61,0,0,1,govt_job,rural,0.634059643615548,0.22909507445589922,never_smoked,0
34026,female,60,0,0,1,private,rural,0.7050133874988459,0.32760595647193586,never_smoked,0
10552,female,81,0,0,1,self_employed,rural,0.12385744621918571,0.07560137457044673,never_smoked,1
31701,male,16,0,0,0,private,rural,0.32670113562921244,0.12600229095074456,never_smoked,0
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69647,male,30,0,0,0,private,urban,0.038315944972763416,0.2027491408934708,never_smoked,0
44259,female,74,0,0,1,private,urban,0.3473825131566799,0.18327605956471937,unknown,0
68330,female,69,0,0,1,self_employed,rural,0.2577785984673622,0.17869415807560135,never_smoked,0
8655,female,51,0,1,1,self_employed,urban,0.21161480934355092,0.2646048109965636,never_smoked,0
70365,female,15,0,0,0,private,urban,0.14850890961130092,0.21878579610538373,unknown,0
61848,female,48,0,0,1,private,urban,0.27121226110239127,0.21305841924398622,never_smoked,0
58261,female,66,0,0,1,private,rural,0.3975625519342628,0.20847651775486825,never_smoked,0
25525,male,32,0,0,1,private,urban,0.10700766318899457,0.23711340206185566,unknown,0
10752,female,61,0,0,1,private,rural,0.10862339580832797,0.2966781214203895,formerly_smoked,0
13583,female,5,0,0,0,children,rural,0.15381774536053922,0.0882016036655212,unknown,0
44777,male,67,0,0,1,private,rural,0.7093527836764841,0.18785796105383734,unknown,0
8045,female,74,1,0,1,private,urban,0.06998430431169794,0.13172966781214207,never_smoked,1
12900,male,11,0,0,0,children,rural,0.115224817653033,0.13172966781214207,never_smoked,0
36811,female,23,0,0,0,private,urban,0.1799002862154926,0.23596792668957617,never_smoked,0
22860,female,65,0,0,1,govt_job,rural,0.13636783307173855,0.13860252004581902,never_smoked,0
15593,female,7,0,0,0,children,urban,0.3372264795494414,0.09851088201603665,unknown,0
28669,female,32,0,0,1,private,urban,0.13622934170436707,0.3413516609392898,unknown,0
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7581,male,4,0,0,0,children,urban,0.12348813590619523,0.09507445589919818,unknown,0
16542,female,60,0,0,1,govt_job,urban,0.14412334964453888,0.13516609392898055,never_smoked,0
13547,female,37,0,0,1,private,urban,0.16895946819314933,0.21649484536082475,never_smoked,0
26389,female,2,0,0,0,children,urban,0.3034345859108115,0.06758304696449026,unknown,0
41820,female,35,0,0,1,govt_job,rural,0.15691071923183458,0.16151202749140892,never_smoked,0
13374,male,48,0,0,1,private,urban,0.2073215769550365,0.1512027491408935,never_smoked,0
56476,male,36,0,0,1,private,rural,0.34442803065275596,0.2004581901489118,never_smoked,0
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33085,female,20,0,0,0,private,rural,0.21835472255562738,0.09507445589919818,never_smoked,0
19849,female,1,0,0,0,children,urban,0.1644354168590158,0.1099656357388316,unknown,0
37431,female,39,0,0,1,govt_job,urban,0.24886898716646666,0.16723940435280638,unknown,0
31720,female,38,0,0,0,self_employed,urban,0.1253808512602715,0.15693012600229095,formerly_smoked,1
69918,female,38,1,0,1,private,rural,0.2508540300987905,0.35738831615120276,never_smoked,0
45922,female,23,0,0,0,private,urban,0.017034438186686374,0.1729667812142039,never_smoked,0
71539,male,25,0,0,0,private,urban,0.38394423414273837,0.19473081328751435,unknown,0
8960,female,42,0,0,0,self_employed,rural,0.08443357030745086,0.5234822451317297,smokes,0
51579,male,27,0,0,0,self_employed,rural,0.038823746653125324,0.19014891179839633,never_smoked,0
41870,male,17,0,0,0,never_worked,rural,0.027190471793924864,0.2542955326460481,unknown,0
35626,male,81,0,0,1,self_employed,urban,0.2040901117163697,0.2680412371134021,never_smoked,1
25833,female,43,0,0,1,private,rural,0.24148278090665687,0.18556701030927836,never_smoked,0
18704,female,37,0,0,1,private,rural,0.1830394238759117,0.44215349369988544,unknown,0
6040,female,46,0,0,0,private,rural,0.11314744714246144,0.5120274914089348,unknown,0
68598,male,1,0,0,0,children,rural,0.11093158526451857,0.08132875143184422,unknown,0
70230,female,14,0,0,0,self_employed,rural,0.1034068876373373,0.1328751431844215,never_smoked,0
15553,female,45,0,0,1,private,rural,0.15737235712307263,0.1294387170675831,formerly_smoked,0
38661,female,29,0,0,0,private,urban,0.007016895946819313,0.1649484536082474,never_smoked,0
62914,male,62,0,0,1,private,rural,0.024328316868248545,0.19014891179839633,unknown,0
30677,female,3,0,0,0,children,urban,0.12828916997507156,0.1099656357388316,unknown,0
17608,female,55,0,0,1,govt_job,urban,0.2940633367186779,0.21420389461626577,formerly_smoked,0
51159,female,32,0,0,0,govt_job,urban,0.0639830117256025,0.15005727376861394,formerly_smoked,0
42830,male,80,0,1,1,private,urban,0.29992613793740197,0.23367697594501718,never_smoked,0
14287,female,32,0,0,1,private,urban,0.06250577047364048,0.140893470790378,unknown,0
30622,female,44,0,0,1,govt_job,rural,0.2809989843966393,0.12142038946162657,never_smoked,0
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2244,male,44,0,0,1,private,urban,0.11831779152432831,0.23596792668957617,never_smoked,0
2457,female,67,0,1,1,self_employed,rural,0.1815621826239498,0.22107674684994272,formerly_smoked,0
13861,female,52,1,0,1,self_employed,urban,0.8225002308189456,0.44215349369988544,never_smoked,1
32729,female,81,0,0,1,private,rural,0.5968054657926323,0.19702176403207333,never_smoked,1
13116,male,49,0,0,1,private,urban,0.14744714246145324,0.20618556701030927,never_smoked,0
21284,female,32,0,0,1,private,urban,0.19836580186501712,0.1706758304696449,smokes,0
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16263,female,36,0,0,1,self_employed,urban,0.10525343920228974,0.16723940435280638,unknown,0
50495,male,58,1,0,1,private,rural,0.2361277813682947,0.2096219931271478,never_smoked,0
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46875,male,35,0,0,1,private,urban,0.4159819037946634,0.2520045819014891,never_smoked,0
61889,male,34,0,0,1,private,urban,0.027652109685162962,0.21764032073310424,never_smoked,0
15251,male,14,0,0,0,children,urban,0.21581571415381778,0.11454753722794962,never_smoked,0
49970,male,1,0,0,0,children,rural,0.33316406610654603,0.09392898052691868,unknown,0
44583,female,56,0,1,1,private,rural,0.06878404579447883,0.2520045819014891,never_smoked,0
28108,female,62,0,0,1,private,rural,0.12671960114486197,0.19702176403207333,unknown,0
69723,male,15,0,0,0,private,urban,0.37923552765210977,0.10309278350515465,never_smoked,0
61178,male,39,0,0,1,private,urban,0.5057243098513525,0.26918671248568155,unknown,0
52439,male,68,0,1,1,private,rural,0.18936386298587388,0.18785796105383734,never_smoked,0
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52512,male,57,0,0,1,private,rural,0.20044317237558862,0.22794959908361973,never_smoked,0
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60249,male,13,0,0,0,private,urban,0.3968700950974057,0.15693012600229095,unknown,0
68539,female,19,0,0,0,private,urban,0.11139322315575667,0.15234822451317298,unknown,0
42996,female,36,0,0,0,govt_job,rural,0.33099436801772686,0.1489117983963345,never_smoked,0
34402,female,23,0,0,1,private,rural,0.17011356292124458,0.1294387170675831,formerly_smoked,0
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27518,male,14,0,0,0,self_employed,rural,0.07921706213646018,0.09965635738831614,unknown,0
1301,female,74,0,0,0,self_employed,urban,0.6908411042378358,0.34936998854524626,never_smoked,0
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47306,male,58,0,0,0,private,rural,0.17311420921429233,0.24856815578465064,unknown,1
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21969,male,8,0,0,0,children,urban,0.15903425353152983,0.09736540664375716,unknown,0
10744,male,62,0,1,1,govt_job,rural,0.0857723201920414,0.18213058419243988,never_smoked,0
41911,female,21,0,0,1,private,rural,0.43754039331548333,0.15005727376861394,unknown,0
64670,female,55,0,0,1,govt_job,urban,0.07695503646939345,0.3745704467353952,formerly_smoked,0
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25642,male,32,0,0,0,private,urban,0.11273197304034721,0.20389461626575028,unknown,0
24246,male,7,0,0,0,children,urban,0.10451481857630879,0.08934707903780072,unknown,0
28127,female,44,0,0,1,private,rural,0.16286584802880627,0.2611683848797251,formerly_smoked,0
15525,female,63,0,0,1,private,urban,0.18991782845535965,0.24627720504009165,unknown,0
6529,female,20,0,0,0,private,urban,0.20048933616471243,0.12600229095074456,never_smoked,0
63884,female,37,0,0,1,private,rural,0.49783030191118094,0.3333333333333333,never_smoked,0
63729,female,19,0,0,0,private,urban,0.04925676299510667,0.2096219931271478,smokes,0
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24289,male,82,0,0,1,private,urban,0.16023451204874894,0.1649484536082474,smokes,0
52679,female,82,0,0,1,self_employed,rural,0.10562274951528022,0.2405498281786942,formerly_smoked,0
6625,female,54,0,0,1,self_employed,urban,0.07067676114855515,0.12027491408934708,smokes,0
39616,female,36,0,0,1,private,urban,0.20589049949219834,0.13745704467353953,smokes,0
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18927,female,10,0,0,0,children,urban,0.1778229157049211,0.15005727376861394,unknown,0
24885,male,79,0,1,1,self_employed,urban,0.15561813313636785,0.3436426116838488,smokes,0
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50978,female,31,0,0,1,govt_job,urban,0.18133136367833075,0.3379152348224513,unknown,0
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39011,female,14,0,0,0,children,urban,0.06786077001200258,0.16953035509736541,never_smoked,0
63411,female,60,0,0,1,private,rural,0.1407072292493768,0.27720504009163804,unknown,0
27660,female,73,1,0,0,self_employed,rural,0.66097313267473,0.5040091638029782,formerly_smoked,0
34621,female,8,0,0,0,children,urban,0.11176253346874715,0.05612829324169531,unknown,0
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1164,female,43,0,0,0,private,rural,0.215261748684332,0.18785796105383734,smokes,0
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10981,male,12,0,0,0,children,rural,0.19208752654417877,0.11569301260022909,never_smoked,0
21886,female,40,0,0,1,private,urban,0.07423137291108856,0.19243986254295536,never_smoked,0
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53525,female,72,0,0,1,private,urban,0.1328132213092051,0.2611683848797251,formerly_smoked,0
20154,female,41,0,0,1,private,rural,0.12630412704274768,0.26575028636884307,unknown,0
64412,female,47,0,0,1,private,urban,0.0071553873141907975,0.16151202749140892,never_smoked,0
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67940,female,46,0,0,1,govt_job,rural,0.13276705752008122,0.19243986254295536,never_smoked,0
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24342,female,23,0,0,0,private,rural,0.2639645462099529,0.18671248568155785,unknown,0
52410,female,16,0,0,0,private,urban,0.37443449358323333,0.140893470790378,unknown,0
6072,female,57,0,0,1,private,urban,0.18031576031760693,0.19243986254295536,never_smoked,0
49605,male,63,0,0,1,private,urban,0.08895762164158438,0.23711340206185566,formerly_smoked,0
67412,female,39,0,0,1,private,rural,0.13253623857446223,0.22909507445589922,never_smoked,0
4949,male,49,0,0,1,private,rural,0.19033330255747388,0.293241695303551,never_smoked,0
3623,female,37,0,0,1,self_employed,urban,0.18447050133874987,0.2726231386025201,never_smoked,0
67941,female,29,0,0,0,self_employed,rural,0.03393038500600132,0.27605956471935855,formerly_smoked,0
48246,male,59,0,0,1,private,urban,0.024143661711753306,0.17869415807560135,formerly_smoked,0
24873,female,81,0,0,1,private,rural,0.2047825685532269,0.1935853379152348,never_smoked,0
13846,male,43,0,0,1,govt_job,rural,0.15178653863909153,0.2325315005727377,never_smoked,0
30605,female,20,0,0,0,private,urban,0.09795956052072757,0.1179839633447881,smokes,0
9011,male,59,0,0,1,private,urban,0.17754593297017818,0.16953035509736541,smokes,0
27125,female,17,0,0,0,private,urban,0.12007201551103314,0.143184421534937,never_smoked,0
9442,male,55,0,0,1,self_employed,rural,0.5018003877758286,0.19702176403207333,never_smoked,0
29514,female,43,0,0,1,private,rural,0.19587295725233128,0.20618556701030927,formerly_smoked,0
6665,male,56,0,0,1,private,rural,0.19259532822454073,0.22794959908361973,unknown,0
4750,male,78,0,0,1,private,urban,0.13807589326931957,0.1809851088201604,formerly_smoked,0
6239,female,14,0,0,0,private,rural,0.8244391099621456,0.14432989690721648,never_smoked,0
32437,female,54,0,0,1,self_employed,urban,0.24166743606315205,0.21764032073310424,formerly_smoked,0
11313,female,44,0,0,1,private,rural,0.14324623765118644,0.12600229095074456,never_smoked,0
69553,female,29,0,0,1,private,rural,0.025944049487582,0.11111111111111112,never_smoked,0
6304,male,48,1,0,1,self_employed,urban,0.11116240421013762,0.2542955326460481,never_smoked,0
24437,female,82,0,0,1,private,rural,0.1916258886529406,0.18556701030927836,unknown,0
57043,female,66,0,0,1,self_employed,urban,0.21978580001846554,0.2829324169530355,formerly_smoked,0
34336,male,50,1,0,1,govt_job,rural,0.1136090850336996,0.17411225658648338,smokes,0
17295,female,31,0,0,1,self_employed,urban,0.6992429138583696,0.35624284077892326,smokes,0
21058,female,15,0,0,0,children,rural,0.27425907118456283,0.21534936998854526,unknown,0
20098,female,31,0,0,1,self_employed,rural,0.24706859939063797,0.37800687285223367,never_smoked,0
23604,male,4,0,0,0,children,rural,0.22454067029821811,0.06414662084765178,unknown,0
29221,female,39,0,0,1,private,urban,0.17403748499676852,0.3104238258877434,never_smoked,0
22091,female,62,0,0,1,self_employed,urban,0.5794017172929554,0.24627720504009165,formerly_smoked,0
26103,male,36,0,0,1,private,rural,0.23880528113747573,0.3413516609392898,never_smoked,0
71304,male,5,0,0,0,children,urban,0.2156310589973225,0.1420389461626575,unknown,0
26357,male,36,0,0,0,private,urban,0.6719601144861971,0.17754868270332186,unknown,0
54022,female,78,0,0,1,self_employed,rural,0.058997322500230875,0.286368843069874,never_smoked,0
50238,male,10,0,0,0,children,urban,0.0010156033607238713,0.057273768613974804,unknown,0
21608,male,56,1,0,1,govt_job,urban,0.08157141538177459,0.15463917525773196,smokes,0
33779,male,46,0,1,1,govt_job,urban,0.11490167112916633,0.2600229095074456,formerly_smoked,0
37544,male,51,0,0,1,private,rural,0.51320284368941,0.17525773195876287,formerly_smoked,0
39250,male,31,0,0,1,private,urban,0.1386760225279291,0.22680412371134023,smokes,0
44355,female,48,0,0,1,private,rural,0.0878958544917367,0.1099656357388316,never_smoked,0
49883,female,41,0,0,1,private,rural,0.047456375219278035,0.3046964490263459,formerly_smoked,0
20347,female,18,0,0,0,private,rural,0.19841196565414088,0.13172966781214207,never_smoked,0
58438,male,36,0,0,0,private,rural,0.8235619979687933,0.35051546391752575,never_smoked,0
66794,female,44,0,0,1,govt_job,rural,0.12007201551103314,0.2726231386025201,never_smoked,0
28803,male,31,0,0,1,private,urban,0.11397839534669008,0.18442153493699887,never_smoked,0
61511,female,0,0,0,0,children,rural,0.08581848398116515,0.06758304696449026,unknown,0
13062,male,18,0,0,0,private,rural,0.31700673991321215,0.1168384879725086,unknown,0
7055,female,58,0,0,1,private,urban,0.11910257593943313,0.10423825887743414,unknown,0
23911,female,39,0,0,0,private,rural,0.15903425353152983,0.4329896907216495,never_smoked,0
54805,female,27,0,0,0,self_employed,urban,0.08554150124642235,0.16609392898052694,unknown,0
5841,female,23,0,0,0,private,urban,0.1430615824946912,0.13745704467353953,never_smoked,0
25559,female,66,0,1,1,govt_job,rural,0.09689779337087989,0.30584192439862545,unknown,0
22052,female,75,1,0,0,self_employed,rural,0.16955959745175886,0.12714776632302405,formerly_smoked,0
27300,female,1,0,0,0,children,rural,0.18539377712122612,0.07101947308132876,unknown,0
23368,female,77,1,0,1,self_employed,urban,0.668082356199797,0.2027491408934708,formerly_smoked,1
59762,male,61,0,0,1,private,urban,0.7979872587942017,0.04467353951890034,unknown,0
71551,female,54,0,0,0,private,urban,0.13826054842581476,0.1328751431844215,unknown,0
5694,male,21,0,0,0,private,rural,0.21664666235804636,0.2245131729667812,never_smoked,0
25613,female,27,0,0,1,private,urban,0.07127689040716467,0.2096219931271478,smokes,0
48830,male,30,0,0,1,private,urban,0.22851075616286587,0.26575028636884307,smokes,0
9995,male,8,0,0,0,children,urban,0.29332471609269684,0.0664375715922108,unknown,0
29078,male,39,0,0,1,govt_job,rural,0.08286400147724127,0.18900343642611683,smokes,0
49900,male,7,0,0,0,children,urban,0.005539654694857399,0.06414662084765178,unknown,0
25982,male,24,0,0,0,private,rural,0.16660511494783492,0.20389461626575028,formerly_smoked,0
23052,female,54,0,0,1,private,rural,0.1799926137937402,0.2096219931271478,formerly_smoked,0
56573,male,73,0,0,1,private,rural,0.3079586372449451,0.22909507445589922,formerly_smoked,0
56075,female,58,0,0,1,private,rural,0.6526636506324439,0.31386025200458195,never_smoked,0
54975,male,7,0,0,0,self_employed,rural,0.0412704274766873,0.09851088201603665,unknown,0
58761,male,52,0,0,1,private,urban,0.1495245129720248,0.2313860252004582,formerly_smoked,0
24421,male,30,0,0,0,private,urban,0.2675653217616102,0.36082474226804123,unknown,0
70318,male,23,0,0,0,private,rural,0.1520635213738344,0.1718213058419244,unknown,0
72451,female,45,0,0,1,private,rural,0.03974702243560152,0.24856815578465064,unknown,0
38829,female,82,0,0,1,private,rural,0.019388791432000785,0.2623138602520046,never_smoked,1
6960,female,26,0,0,0,govt_job,urban,0.16263502908318717,0.3241695303550974,unknown,0
34133,female,20,0,0,0,private,rural,0.1782845535961592,0.15349369988545247,unknown,0
57968,female,11,0,0,0,children,urban,0.24032868617856157,0.19816723940435282,unknown,0
42743,female,20,0,0,0,private,urban,0.18640938048195,0.2405498281786942,unknown,0
48824,female,20,0,0,0,private,rural,0.3005262671960115,0.12600229095074456,never_smoked,0
49270,female,81,0,0,1,private,urban,0.10349921521558492,0.26918671248568155,unknown,0
70886,female,7,0,0,0,children,rural,0.2755978210691533,0.26345933562428403,unknown,0
41413,female,75,0,1,1,self_employed,rural,0.8697719508817284,0.19129438717067582,never_smoked,0
7953,female,45,0,0,1,private,rural,0.171221493860216,0.23711340206185566,never_smoked,0
875,female,34,0,0,0,private,urban,0.05788939156125933,0.13860252004581902,never_smoked,0
7054,male,4,0,0,0,children,rural,0.26641122703351494,0.09049255441008018,unknown,0
32604,male,49,0,0,1,self_employed,rural,0.7418059274305235,0.5475372279495991,never_smoked,0
43773,male,8,0,0,0,children,urban,0.027467454528667723,0.10080183276059566,unknown,0
63915,female,39,0,0,1,private,urban,0.14897054750253902,0.5452462772050402,never_smoked,0
39017,female,72,0,0,1,govt_job,rural,0.2912935093712492,0.1328751431844215,formerly_smoked,0
40602,female,22,0,0,0,private,urban,0.03416120395162037,0.3195876288659794,never_smoked,0
18143,male,79,0,0,1,self_employed,rural,0.22200166189640846,0.14432989690721648,formerly_smoked,0
1 id gender age hypertension heart_disease ever_married work_type Residence_type avg_glucose_level bmi smoking_status stroke
2 641 male 52 0 0 1 govt_job rural 0.1483704182439295 0.3413516609392898 smokes 0
3 57777 female 59 0 0 1 self_employed urban 0.16129627919859663 0.21305841924398622 smokes 0
4 47691 male 16 0 0 0 private rural 0.19439571600036937 0.2325315005727377 never_smoked 0
5 45048 female 21 0 0 0 private urban 0.36621733911919485 0.21534936998854526 never_smoked 0
6 53271 male 36 0 0 1 private rural 0.09006555258055582 0.24398625429553267 formerly_smoked 0
7 5799 male 69 0 1 1 private rural 0.7468377804450189 0.2233676975945017 formerly_smoked 0
8 19153 female 19 0 0 0 self_employed urban 0.13359800572430985 0.1649484536082474 never_smoked 0
9 5077 male 45 0 0 1 private urban 0.0997137845074324 0.21534936998854526 unknown 0
10 23508 female 17 0 0 0 never_worked rural 0.15441787461914874 0.2382588774341352 never_smoked 0
11 17443 female 53 0 0 1 private urban 0.08531068230080324 0.19129438717067582 never_smoked 0
12 47811 female 72 0 0 1 self_employed urban 0.8526451851167943 0.29209621993127144 never_smoked 0
13 9225 male 4 0 0 0 children rural 0.23377342812298035 0.09278350515463916 unknown 0
14 10245 female 54 0 0 1 self_employed rural 0.1034068876373373 0.29209621993127144 never_smoked 0
15 59272 male 38 0 0 1 private rural 0.11125473178838519 0.2806414662084765 smokes 0
16 52619 female 65 0 0 1 private rural 0.6955036469393407 0.3596792668957618 never_smoked 0
17 4813 male 27 0 0 0 private urban 0.2671036838703721 0.39404352806414666 never_smoked 0
18 23748 female 31 0 0 1 private urban 0.17099067491459702 0.143184421534937 never_smoked 0
19 34999 male 26 0 0 1 private urban 0.15723386575570125 0.17869415807560135 formerly_smoked 0
20 72725 female 26 0 0 0 govt_job urban 0.021004524051334184 0.1626575028636884 smokes 0
21 56090 female 65 0 0 1 self_employed rural 0.5179115501800388 0.19243986254295536 never_smoked 0
22 51988 female 25 0 0 1 private rural 0.1145785246052996 0.3012600229095075 unknown 0
23 60148 male 34 0 0 1 private urban 0.11859477425907122 0.2623138602520046 never_smoked 0
24 29326 female 75 0 0 1 self_employed rural 0.06970732157695503 0.16609392898052694 formerly_smoked 0
25 59540 female 19 0 0 0 private rural 0.007986335518419374 0.12371134020618559 never_smoked 0
26 17251 female 76 1 0 1 self_employed urban 0.10885421475394702 0.19816723940435282 formerly_smoked 0
27 21973 male 70 0 0 1 private rural 0.050503185301449594 0.22680412371134023 formerly_smoked 0
28 10460 female 79 0 0 1 govt_job urban 0.10137568091588961 0.2829324169530355 unknown 0
29 35333 male 76 1 0 1 private rural 0.7870002769827348 0.21420389461626577 never_smoked 0
30 6199 female 52 0 0 1 govt_job rural 0.24074416028067586 0.22680412371134023 unknown 0
31 43282 male 0 0 0 0 children rural 0.4831963807589327 0.1099656357388316 unknown 0
32 15824 female 67 0 0 1 private rural 0.12261102391284284 0.2302405498281787 never_smoked 0
33 28258 female 80 0 0 1 self_employed urban 0.09205059551287975 0.2222222222222222 unknown 0
34 16010 male 47 0 0 1 private rural 0.16586649432185396 0.2382588774341352 formerly_smoked 0
35 44202 female 25 0 0 1 private urban 0.04837965100175423 0.26575028636884307 never_smoked 0
36 25942 female 4 0 0 0 children urban 0.08018650170806019 0.07560137457044673 unknown 0
37 44010 female 3 0 0 0 children urban 0.0102021973963623 0.07445589919816724 unknown 0
38 2647 male 55 0 0 1 private rural 0.11647123995937586 0.21076746849942724 smokes 0
39 49833 female 42 0 0 1 govt_job rural 0.2671036838703721 0.30813287514318444 formerly_smoked 0
40 12593 female 18 0 0 0 private urban 0.11637891238112824 0.10767468499427262 never_smoked 0
41 44526 male 58 0 0 1 govt_job urban 0.21623118825593202 0.27720504009163804 never_smoked 0
42 65218 male 2 0 0 0 children rural 0.24919213369033333 0.11111111111111112 unknown 0
43 9637 male 26 0 0 1 private rural 0.3009417412981258 0.13745704467353953 smokes 0
44 30627 female 56 0 0 1 govt_job urban 0.15884959837503465 0.14662084765177552 unknown 0
45 67356 female 43 0 0 1 private urban 0.11854861046994736 0.41008018327605955 never_smoked 0
46 6968 male 2 0 0 0 children rural 0.25944049487581944 0.09049255441008018 unknown 0
47 55721 male 62 0 1 1 self_employed urban 0.005493490905733589 0.16036655211912942 formerly_smoked 0
48 36837 female 61 0 0 1 self_employed urban 0.06813775274674544 0.19243986254295536 never_smoked 0
49 21857 female 5 0 0 0 children urban 0.1375219277998338 0.1809851088201604 unknown 0
50 65127 female 35 0 0 1 private urban 0.11836395531345217 0.21191294387170678 smokes 0
51 62833 female 6 0 0 0 children urban 0.24134428953928544 0.0847651775486827 unknown 0
52 2846 female 46 0 0 1 private rural 0.14167666882097685 0.1134020618556701 formerly_smoked 0
53 16420 female 45 0 0 1 private urban 0.2442526082540855 0.3092783505154639 never_smoked 0
54 17708 male 62 0 0 1 govt_job rural 0.6899178284553595 0.27605956471935855 unknown 0
55 4083 female 30 0 0 0 private rural 0.08572615640291759 0.08018327605956473 never_smoked 0
56 15937 male 45 1 0 1 self_employed rural 0.08844981996122242 0.30813287514318444 formerly_smoked 0
57 51020 female 55 0 0 1 private rural 0.15077093527836766 0.1706758304696449 formerly_smoked 0
58 21438 female 50 0 0 1 private rural 0.12454990305604285 0.18442153493699887 unknown 0
59 11713 male 51 0 0 1 private rural 0.10132951712676574 0.24971363115693013 formerly_smoked 0
60 18180 female 3 0 0 0 children urban 0.05138029729480198 0.06300114547537229 unknown 0
61 11962 male 36 0 0 1 private urban 0.1579263225925584 0.23367697594501718 never_smoked 0
62 67309 male 47 0 0 1 private rural 0.1442618410119103 0.3310423825887744 smokes 0
63 44179 female 41 0 0 1 private urban 0.11841011910257593 0.12371134020618559 never_smoked 0
64 7273 female 51 0 0 1 self_employed urban 0.820653679253993 0.2714776632302406 smokes 0
65 49669 female 14 0 0 0 children rural 0.012972024743791 0.23596792668957617 unknown 1
66 45622 female 25 0 0 0 private rural 0.29420182808604933 0.15463917525773196 smokes 0
67 69461 female 49 0 0 1 govt_job urban 0.1636967962330348 0.14776632302405496 unknown 0
68 10870 male 51 0 0 1 private rural 0.8194995845258978 0.3997709049255441 never_smoked 0
69 40353 female 61 0 0 1 private urban 0.2722278644631152 0.17640320733104237 never_smoked 0
70 27146 female 23 0 0 0 private rural 0.17426830394238763 0.22680412371134023 never_smoked 0
71 36633 male 1 0 0 0 children urban 0.08291016526636508 0.11569301260022909 unknown 0
72 4842 female 76 0 0 0 self_employed urban 0.1034068876373373 0.35051546391752575 formerly_smoked 0
73 24727 male 20 0 0 0 private rural 0.29018557843227777 0.23596792668957617 smokes 0
74 4795 female 31 0 0 0 private rural 0.1623580463484443 0.3253150057273769 unknown 0
75 8203 male 17 0 0 0 private rural 0.23746653125288525 0.1225658648339061 unknown 0
76 31189 male 54 0 0 1 govt_job urban 0.0823561997968793 0.31386025200458195 smokes 0
77 12741 female 25 0 0 1 private rural 0.19573446588495985 0.4032073310423826 formerly_smoked 0
78 11744 male 77 0 0 1 self_employed urban 0.12898162681192876 0.19129438717067582 unknown 0
79 55386 male 42 0 0 1 private rural 0.3140522574092882 0.1809851088201604 smokes 0
80 61338 female 40 0 0 1 private rural 0.047779521743144704 0.15807560137457044 smokes 0
81 2029 female 40 0 0 1 private rural 0.1718677869079494 0.3172966781214204 never_smoked 0
82 32766 male 51 0 0 0 private rural 0.23677407441602805 0.3619702176403207 smokes 0
83 48118 female 82 0 0 1 self_employed urban 0.26927338195919126 0.22909507445589922 never_smoked 0
84 47181 female 68 0 0 1 private urban 0.2231557566245037 0.293241695303551 never_smoked 0
85 18134 male 10 0 0 0 children rural 0.1877942941556643 0.08018327605956473 unknown 0
86 37761 female 38 0 0 1 private urban 0.22370972209398948 0.23482245131729668 formerly_smoked 0
87 17398 male 41 0 0 1 private rural 0.2154464038408273 0.18785796105383734 unknown 0
88 50295 female 45 0 0 1 private urban 0.047271720062782796 0.3321878579610538 never_smoked 0
89 41827 male 58 0 0 1 private rural 0.3728649247530237 0.14662084765177552 formerly_smoked 0
90 64633 female 48 0 0 1 private urban 0.17966946726987354 0.25658648339060713 never_smoked 0
91 70500 female 44 0 0 0 private rural 0.17357584710553042 0.3012600229095075 never_smoked 0
92 15120 female 81 1 0 1 self_employed rural 0.7160465330994368 0.23367697594501718 never_smoked 0
93 68739 male 34 0 0 1 private urban 0.43624780722001666 0.3333333333333333 formerly_smoked 0
94 38242 female 78 0 1 1 self_employed rural 0.15594127966023458 0.274914089347079 unknown 0
95 51497 male 28 0 0 1 self_employed urban 0.46777767519157964 0.16036655211912942 never_smoked 0
96 33924 female 26 0 0 0 private urban 0.11919490351768075 0.13631156930126004 smokes 0
97 57254 female 57 0 0 1 private rural 0.37166466623580463 0.2966781214203895 formerly_smoked 0
98 67032 male 42 0 0 0 govt_job urban 0.277398208844982 0.21076746849942724 unknown 0
99 18263 female 78 0 0 1 self_employed urban 0.826054842581479 0.2680412371134021 never_smoked 0
100 52242 female 58 1 0 1 govt_job rural 0.02031206721447698 0.2623138602520046 never_smoked 0
101 49666 male 47 0 0 1 self_employed urban 0.14107653956236732 0.33562428407789235 never_smoked 0
102 51916 male 13 0 0 0 children rural 0.01038685255285754 0.08361970217640323 unknown 0
103 16091 male 14 0 0 0 private rural 0.22306342904625615 0.11225658648339064 never_smoked 0
104 51254 female 65 0 0 0 private urban 0.08946542332194629 0.24856815578465064 never_smoked 0
105 46809 male 48 0 0 1 private rural 0.4247991875173114 0.13745704467353953 unknown 0
106 71846 female 76 0 0 1 govt_job urban 0.7779521743144676 0.19243986254295536 smokes 0
107 60104 male 44 0 0 1 private urban 0.11822546394608074 0.20389461626575028 smokes 0
108 28500 male 10 0 0 0 children urban 0.17015972671036844 0.06987399770904924 unknown 0
109 67159 male 73 1 0 0 govt_job urban 0.0746468470132029 0.31386025200458195 never_smoked 0
110 1577 female 17 0 0 0 private urban 0.06873788200535502 0.3745704467353952 unknown 0
111 69487 female 79 0 0 1 self_employed urban 0.012233404117810043 0.15807560137457044 formerly_smoked 0
112 9955 female 58 0 0 0 private urban 0.13299787646570038 0.17525773195876287 formerly_smoked 0
113 51149 male 70 0 0 1 private urban 0.054150124642230624 0.21764032073310424 unknown 0
114 4692 female 74 0 0 1 govt_job urban 0.9088265164804729 0.17411225658648338 never_smoked 0
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912 11313 female 44 0 0 1 private rural 0.14324623765118644 0.12600229095074456 never_smoked 0
913 69553 female 29 0 0 1 private rural 0.025944049487582 0.11111111111111112 never_smoked 0
914 6304 male 48 1 0 1 self_employed urban 0.11116240421013762 0.2542955326460481 never_smoked 0
915 24437 female 82 0 0 1 private rural 0.1916258886529406 0.18556701030927836 unknown 0
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924 26103 male 36 0 0 1 private rural 0.23880528113747573 0.3413516609392898 never_smoked 0
925 71304 male 5 0 0 0 children urban 0.2156310589973225 0.1420389461626575 unknown 0
926 26357 male 36 0 0 0 private urban 0.6719601144861971 0.17754868270332186 unknown 0
927 54022 female 78 0 0 1 self_employed rural 0.058997322500230875 0.286368843069874 never_smoked 0
928 50238 male 10 0 0 0 children urban 0.0010156033607238713 0.057273768613974804 unknown 0
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930 33779 male 46 0 1 1 govt_job urban 0.11490167112916633 0.2600229095074456 formerly_smoked 0
931 37544 male 51 0 0 1 private rural 0.51320284368941 0.17525773195876287 formerly_smoked 0
932 39250 male 31 0 0 1 private urban 0.1386760225279291 0.22680412371134023 smokes 0
933 44355 female 48 0 0 1 private rural 0.0878958544917367 0.1099656357388316 never_smoked 0
934 49883 female 41 0 0 1 private rural 0.047456375219278035 0.3046964490263459 formerly_smoked 0
935 20347 female 18 0 0 0 private rural 0.19841196565414088 0.13172966781214207 never_smoked 0
936 58438 male 36 0 0 0 private rural 0.8235619979687933 0.35051546391752575 never_smoked 0
937 66794 female 44 0 0 1 govt_job rural 0.12007201551103314 0.2726231386025201 never_smoked 0
938 28803 male 31 0 0 1 private urban 0.11397839534669008 0.18442153493699887 never_smoked 0
939 61511 female 0 0 0 0 children rural 0.08581848398116515 0.06758304696449026 unknown 0
940 13062 male 18 0 0 0 private rural 0.31700673991321215 0.1168384879725086 unknown 0
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944 5841 female 23 0 0 0 private urban 0.1430615824946912 0.13745704467353953 never_smoked 0
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946 22052 female 75 1 0 0 self_employed rural 0.16955959745175886 0.12714776632302405 formerly_smoked 0
947 27300 female 1 0 0 0 children rural 0.18539377712122612 0.07101947308132876 unknown 0
948 23368 female 77 1 0 1 self_employed urban 0.668082356199797 0.2027491408934708 formerly_smoked 1
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950 71551 female 54 0 0 0 private urban 0.13826054842581476 0.1328751431844215 unknown 0
951 5694 male 21 0 0 0 private rural 0.21664666235804636 0.2245131729667812 never_smoked 0
952 25613 female 27 0 0 1 private urban 0.07127689040716467 0.2096219931271478 smokes 0
953 48830 male 30 0 0 1 private urban 0.22851075616286587 0.26575028636884307 smokes 0
954 9995 male 8 0 0 0 children urban 0.29332471609269684 0.0664375715922108 unknown 0
955 29078 male 39 0 0 1 govt_job rural 0.08286400147724127 0.18900343642611683 smokes 0
956 49900 male 7 0 0 0 children urban 0.005539654694857399 0.06414662084765178 unknown 0
957 25982 male 24 0 0 0 private rural 0.16660511494783492 0.20389461626575028 formerly_smoked 0
958 23052 female 54 0 0 1 private rural 0.1799926137937402 0.2096219931271478 formerly_smoked 0
959 56573 male 73 0 0 1 private rural 0.3079586372449451 0.22909507445589922 formerly_smoked 0
960 56075 female 58 0 0 1 private rural 0.6526636506324439 0.31386025200458195 never_smoked 0
961 54975 male 7 0 0 0 self_employed rural 0.0412704274766873 0.09851088201603665 unknown 0
962 58761 male 52 0 0 1 private urban 0.1495245129720248 0.2313860252004582 formerly_smoked 0
963 24421 male 30 0 0 0 private urban 0.2675653217616102 0.36082474226804123 unknown 0
964 70318 male 23 0 0 0 private rural 0.1520635213738344 0.1718213058419244 unknown 0
965 72451 female 45 0 0 1 private rural 0.03974702243560152 0.24856815578465064 unknown 0
966 38829 female 82 0 0 1 private rural 0.019388791432000785 0.2623138602520046 never_smoked 1
967 6960 female 26 0 0 0 govt_job urban 0.16263502908318717 0.3241695303550974 unknown 0
968 34133 female 20 0 0 0 private rural 0.1782845535961592 0.15349369988545247 unknown 0
969 57968 female 11 0 0 0 children urban 0.24032868617856157 0.19816723940435282 unknown 0
970 42743 female 20 0 0 0 private urban 0.18640938048195 0.2405498281786942 unknown 0
971 48824 female 20 0 0 0 private rural 0.3005262671960115 0.12600229095074456 never_smoked 0
972 49270 female 81 0 0 1 private urban 0.10349921521558492 0.26918671248568155 unknown 0
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975 7953 female 45 0 0 1 private rural 0.171221493860216 0.23711340206185566 never_smoked 0
976 875 female 34 0 0 0 private urban 0.05788939156125933 0.13860252004581902 never_smoked 0
977 7054 male 4 0 0 0 children rural 0.26641122703351494 0.09049255441008018 unknown 0
978 32604 male 49 0 0 1 self_employed rural 0.7418059274305235 0.5475372279495991 never_smoked 0
979 43773 male 8 0 0 0 children urban 0.027467454528667723 0.10080183276059566 unknown 0
980 63915 female 39 0 0 1 private urban 0.14897054750253902 0.5452462772050402 never_smoked 0
981 39017 female 72 0 0 1 govt_job rural 0.2912935093712492 0.1328751431844215 formerly_smoked 0
982 40602 female 22 0 0 0 private urban 0.03416120395162037 0.3195876288659794 never_smoked 0
983 18143 male 79 0 0 1 self_employed rural 0.22200166189640846 0.14432989690721648 formerly_smoked 0

2946
data_train.csv Normal file

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983
data_val.csv Normal file
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@ -0,0 +1,983 @@
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
47751,female,19,0,0,0,private,urban,0.35135259902132765,0.12371134020618559,unknown,0
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
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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
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66638,female,68,1,0,0,self_employed,urban,0.11388606776844246,0.2222222222222222,never_smoked,1
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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
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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
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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
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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
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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
44764,female,78,1,0,1,self_employed,rural,0.01883482596251501,0.21534936998854526,unknown,0
32602,male,78,0,1,1,self_employed,urban,0.15072477148924385,0.23482245131729668,unknown,0
13993,female,19,0,0,0,private,urban,0.0990213276705752,0.18671248568155785,unknown,0
20546,female,68,0,0,1,private,urban,0.1129166281968424,0.13631156930126004,never_smoked,0
30248,female,42,0,0,0,private,rural,0.2928169144123349,0.41122565864833915,smokes,0
16079,female,67,0,0,1,private,urban,0.20792170621364603,0.24627720504009165,unknown,0
1772,female,64,0,0,1,govt_job,urban,0.10414550826331831,0.24169530355097363,never_smoked,0
39706,male,41,0,0,1,self_employed,rural,0.036053919305696625,0.1809851088201604,smokes,0
59752,male,62,0,0,1,private,urban,0.08023266549718405,0.13974799541809851,formerly_smoked,0
49785,female,18,0,0,0,private,rural,0.3409195826793463,0.1512027491408935,unknown,0
66752,female,79,0,0,1,govt_job,urban,0.17897701043301634,0.2302405498281787,never_smoked,0
43271,female,24,0,0,0,govt_job,urban,0.03822361739451574,0.11454753722794962,smokes,0
48588,female,59,0,0,1,private,urban,0.25251592650724775,0.15349369988545247,never_smoked,0
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9511,male,27,0,0,0,private,urban,0.29798725879420185,0.3046964490263459,unknown,0
49480,female,31,0,0,0,private,urban,0.23548148832056137,0.13860252004581902,never_smoked,0
20292,female,24,0,0,1,private,urban,0.14047641030375774,0.6071019473081328,never_smoked,0
13870,female,52,0,0,1,private,urban,0.2131843781737605,0.2611683848797251,smokes,0
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22778,male,34,0,0,1,private,urban,0.05465792632259253,0.1809851088201604,never_smoked,0
15220,female,53,1,0,1,private,urban,0.1473086510940818,0.5143184421534938,formerly_smoked,0
58138,male,57,0,0,1,private,rural,0.26091773612778135,0.24284077892325318,never_smoked,0
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30790,female,75,1,0,1,govt_job,urban,0.15561813313636785,0.3596792668957618,never_smoked,0
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64155,male,60,0,0,1,govt_job,rural,0.6699750715538731,0.2611683848797251,never_smoked,0
50001,female,34,0,0,1,govt_job,rural,0.14421567722278644,0.24971363115693013,smokes,0
14249,female,1,0,0,0,children,urban,0.11970270519804266,0.09621993127147767,unknown,0
14417,male,65,1,0,1,private,rural,0.11102391284276614,0.22107674684994272,unknown,0
16535,female,34,0,0,0,private,rural,0.16171175330071097,0.2016036655211913,formerly_smoked,0
68291,male,76,0,0,1,private,urban,0.42646108392576865,0.21076746849942724,unknown,0
61837,female,66,0,0,1,self_employed,urban,0.017680731234419766,0.16380297823596796,never_smoked,0
41182,female,35,1,0,1,private,urban,0.1804080878958545,0.27605956471935855,smokes,0
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32166,male,47,1,0,1,private,urban,0.09472809528206078,0.16151202749140892,never_smoked,0
43496,female,46,0,0,1,govt_job,urban,0.0033237928169144726,0.2004581901489118,never_smoked,0
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72081,female,57,1,0,1,govt_job,rural,0.056735296833164084,0.25887743413516606,never_smoked,1
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38605,female,36,0,0,1,private,rural,0.21609269688856064,0.143184421534937,smokes,0
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36488,male,12,0,0,0,children,urban,0.2601329517126766,0.2520045819014891,never_smoked,0
2707,male,10,0,0,0,children,rural,0.0637983565691072,0.0882016036655212,unknown,0
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51257,male,32,0,0,0,private,rural,0.07838611393223155,0.14776632302405496,never_smoked,0
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12015,male,14,0,0,0,children,urban,0.20658295632905554,0.1706758304696449,unknown,0
22902,male,41,1,0,1,private,urban,0.06647585633828823,0.24742268041237114,never_smoked,0
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67078,female,36,1,0,1,private,urban,0.16822084756716832,0.36540664375715926,never_smoked,0
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39637,female,20,0,0,0,private,rural,0.42609177361277806,0.18671248568155785,unknown,0
14517,male,56,0,0,1,private,urban,0.1252423598929,0.2313860252004582,formerly_smoked,0
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8976,female,35,0,0,1,private,rural,0.22749515280214205,0.16151202749140892,never_smoked,0
65144,female,57,0,0,1,self_employed,urban,0.19998153448435046,0.26689576174112256,unknown,0
10943,female,40,0,0,1,govt_job,rural,0.256116702058905,0.26345933562428403,formerly_smoked,0
33525,male,53,0,0,1,govt_job,urban,0.2690425630135722,0.28407789232531505,smokes,0
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26025,female,45,0,0,1,govt_job,urban,0.22204782568553227,0.1168384879725086,never_smoked,0
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33462,male,39,0,0,1,private,urban,0.17172929554057798,0.3745704467353952,never_smoked,0
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31692,male,67,0,0,1,private,rural,0.12944326470316686,0.20618556701030927,never_smoked,0
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45033,male,59,0,0,1,govt_job,urban,0.7426830394238759,0.302405498281787,smokes,0
22440,female,49,0,0,1,private,urban,0.9816268119287231,0.21764032073310424,formerly_smoked,0
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46468,female,38,0,0,1,self_employed,urban,0.4263687563475209,0.3459335624284078,unknown,0
44635,female,8,0,0,0,children,urban,0.18590157880158803,0.11569301260022909,unknown,0
19996,female,7,0,0,0,children,urban,0.15455636598652017,0.08132875143184422,unknown,0
67602,female,17,0,0,0,private,urban,0.11305511956421382,0.15807560137457044,unknown,0
6324,male,51,0,0,1,private,rural,0.241436617117533,0.1134020618556701,formerly_smoked,0
24892,male,64,0,0,1,private,rural,0.19370325916351216,0.24513172966781216,unknown,0
14658,female,37,0,0,1,private,rural,0.10146800849413717,0.5223367697594502,unknown,0
21804,female,19,0,0,0,private,urban,0.13068968700950978,0.3218785796105384,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
27013,male,2,0,0,0,children,urban,0.11014680084941375,0.05498281786941582,unknown,0
59190,female,79,0,1,1,private,rural,0.33316406610654603,0.19931271477663232,never_smoked,1
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
57622,female,30,0,0,1,govt_job,rural,0.255885883113286,0.23596792668957617,smokes,0
67773,female,14,0,0,0,children,urban,0.024235989290000926,0.19014891179839633,unknown,0
62272,female,78,0,0,1,private,urban,0.2950327762902779,0.23711340206185566,never_smoked,0
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38036,female,23,0,0,0,private,urban,0.32028436894100265,0.2646048109965636,unknown,0
24245,male,55,0,0,1,private,urban,0.16549718400886348,0.24971363115693013,unknown,0
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55315,male,63,0,0,1,private,rural,0.10479180131105159,0.22909507445589922,unknown,0
36355,male,58,0,0,1,govt_job,rural,0.26133321022989575,0.27835051546391754,never_smoked,0
12363,male,64,0,1,1,govt_job,urban,0.08761887175699379,0.21191294387170678,unknown,1
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10826,female,39,0,0,1,self_employed,urban,0.1280121872403287,0.14432989690721648,smokes,0
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31143,female,22,0,0,0,private,rural,0.2418982550087711,0.35853379152348225,unknown,0
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7559,female,0,0,0,0,children,urban,0.13249007478533836,0.16723940435280638,unknown,0
64912,female,59,0,0,1,self_employed,rural,0.6755147262487304,0.3837342497136311,smokes,0
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12175,female,54,0,0,1,private,urban,0.22800295448250396,0.19473081328751435,smokes,1
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7621,female,31,0,0,1,private,rural,0.1185024466808236,0.21076746849942724,unknown,0
68447,female,50,0,0,0,private,urban,0.26461083925768625,0.24284077892325318,unknown,0
22566,male,37,0,0,1,private,rural,0.08983473363493677,0.24398625429553267,unknown,0
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48169,female,61,0,0,1,self_employed,urban,0.04657926322592559,0.19931271477663232,unknown,0
50975,male,49,0,0,1,private,rural,0.034715169421106085,0.19129438717067582,never_smoked,0
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58587,male,61,0,0,1,private,urban,0.028621549256763024,0.15349369988545247,smokes,0
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22607,female,41,0,0,1,private,urban,0.22467916166558954,0.2096219931271478,never_smoked,0
65969,male,8,0,0,0,children,rural,0.30869725787092606,0.10652920962199315,unknown,0
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11192,female,45,0,0,1,private,rural,0.7523774351398763,0.5120274914089348,smokes,0
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21834,female,36,0,0,1,private,urban,0.1365524882282338,0.2714776632302406,never_smoked,0
54240,female,30,0,0,1,govt_job,urban,0.028483057889391594,0.15693012600229095,unknown,0
58631,male,73,1,0,1,self_employed,urban,0.6456929184747484,0.25773195876288657,never_smoked,1
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16114,male,66,0,0,0,private,urban,0.2442526082540855,0.1935853379152348,never_smoked,0
10584,male,8,0,0,0,children,urban,0.1518788662173391,0.06987399770904924,unknown,0
44978,male,39,0,0,1,govt_job,rural,0.08018650170806019,0.39633447880870565,formerly_smoked,0
26267,female,76,0,0,1,self_employed,urban,0.980934355091866,0.2016036655211913,smokes,0
6844,male,33,0,0,1,private,urban,0.20136644815806481,0.3906071019473082,never_smoked,0
56450,male,25,0,0,0,private,rural,0.047271720062782796,0.1649484536082474,never_smoked,0
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61997,female,50,0,0,1,private,urban,0.21655433477979874,0.20618556701030927,unknown,0
49400,male,75,0,0,1,private,rural,0.1943495522112455,0.20733104238258876,never_smoked,0
2750,male,73,1,1,1,self_employed,rural,0.8104514818576308,0.31386025200458195,unknown,0
26727,female,79,0,0,0,private,rural,0.15603360723848214,0.14432989690721648,never_smoked,1
24361,female,38,0,0,1,private,urban,0.15150955590434861,0.3837342497136311,never_smoked,0
38263,female,32,0,0,1,private,rural,0.4243375496260733,0.290950744558992,unknown,0
39423,female,32,0,0,1,private,rural,0.2349736866401994,0.16723940435280638,smokes,0
65508,male,80,0,0,1,govt_job,urban,0.43209306619887355,0.21076746849942724,never_smoked,0
19239,female,50,0,0,1,govt_job,urban,0.22675653217616099,0.25773195876288657,unknown,0
66866,female,48,0,0,1,private,urban,0.08766503554611765,0.1168384879725086,never_smoked,1
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16587,female,16,0,0,0,private,urban,0.30994368017726903,0.27376861397479957,never_smoked,0
33622,male,62,1,0,1,private,urban,0.721863170529037,0.3528064146620848,unknown,0
71143,male,65,0,0,1,self_employed,urban,0.5749699935370695,0.23367697594501718,formerly_smoked,0
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35759,female,16,0,0,0,private,rural,0.17380666605114947,0.16723940435280638,unknown,0
54982,female,7,0,0,0,children,rural,0.4703628473825131,0.07674684994272625,unknown,0
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44965,female,14,0,0,0,self_employed,urban,0.31977656726064074,0.2714776632302406,unknown,0
24447,female,42,0,0,1,private,rural,0.12718123903610012,0.13974799541809851,never_smoked,0
63236,male,65,0,0,1,private,urban,0.19245683685716924,0.3539518900343643,smokes,0
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28716,female,74,0,0,1,self_employed,rural,0.18257778598467367,0.10767468499427262,unknown,0
13072,female,35,0,0,1,self_employed,urban,0.07270796787000283,0.13516609392898055,formerly_smoked,0
62456,female,72,0,0,1,self_employed,urban,0.7929092419905827,0.302405498281787,formerly_smoked,0
5006,female,46,0,0,1,self_employed,rural,0.14181516018834828,0.12485681557846508,never_smoked,0
41730,female,46,0,0,0,govt_job,rural,0.2639183824208291,0.1512027491408935,unknown,0
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11577,female,70,0,0,1,self_employed,rural,0.7355276521096851,0.23940435280641464,never_smoked,0
56669,male,81,0,0,1,private,urban,0.6051611116240422,0.21420389461626577,formerly_smoked,1
68268,female,63,0,0,1,self_employed,urban,0.17893084664389253,0.2806414662084765,unknown,0
36431,male,39,0,0,1,govt_job,rural,0.46214569291847474,0.2966781214203895,never_smoked,0
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29915,female,51,0,0,0,private,rural,0.7609638999169052,0.3665521191294387,never_smoked,0
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56324,female,53,0,0,1,self_employed,rural,0.12298033422583332,0.274914089347079,formerly_smoked,0
47472,female,58,0,0,1,private,urban,0.24069799649155205,0.3241695303550974,formerly_smoked,1
17291,female,63,1,0,1,self_employed,rural,0.7939248453513065,0.19014891179839633,unknown,0
65998,male,5,0,0,0,children,rural,0.21323054196288432,0.11111111111111112,unknown,0
37545,male,41,0,0,0,govt_job,urban,0.23940541039608532,0.19816723940435282,never_smoked,0
29865,female,21,0,0,0,private,rural,0.1584341242729203,0.1328751431844215,smokes,0
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61528,female,45,0,0,1,govt_job,urban,0.08581848398116515,0.2726231386025201,never_smoked,0
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18752,male,60,0,0,1,private,rural,0.15114024559135814,0.21420389461626577,formerly_smoked,0
34261,male,0,0,0,0,children,rural,0.14596990120949127,0.06758304696449026,unknown,0
26242,male,6,0,0,0,children,urban,0.12999723017265258,0.11111111111111112,unknown,0
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52306,male,57,0,0,1,self_employed,urban,0.05932046902409749,0.2016036655211913,never_smoked,0
31795,male,61,0,0,1,self_employed,urban,0.08364878589234603,0.281786941580756,never_smoked,0
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24638,male,50,0,0,1,govt_job,urban,0.15289446957806296,0.25544100801832764,unknown,0
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
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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
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48303,male,39,0,0,1,private,rural,0.07469301080232665,0.2794959908361971,never_smoked,0
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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
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31887,female,30,0,0,1,private,urban,0.2163235158341797,0.14776632302405496,unknown,0
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71417,male,46,0,0,0,private,urban,0.48264241528944696,0.3092783505154639,never_smoked,0
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62834,female,32,0,0,1,private,urban,0.15330994368017725,0.11111111111111112,unknown,0
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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
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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
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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
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11539,female,24,1,0,0,private,urban,0.2405133413350568,0.286368843069874,smokes,0
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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
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53328,female,14,0,0,0,private,rural,0.07118456282891705,0.16151202749140892,formerly_smoked,0
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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
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7665,female,73,0,0,1,private,rural,0.19951989659311237,0.23596792668957617,unknown,0
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14180,female,13,0,0,0,children,rural,0.22140153263779894,0.09507445589919818,unknown,0
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56778,male,64,1,0,1,private,urban,0.010617671498476644,0.2027491408934708,smokes,0
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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
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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
13755,male,5,0,0,0,children,rural,0.2028898531991506,0.1168384879725086,unknown,0
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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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
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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
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68981,female,71,1,0,1,govt_job,urban,0.7602252792909242,0.27376861397479957,formerly_smoked,0
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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
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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
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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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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
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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
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41652,female,31,0,0,0,private,urban,0.03826978118363955,0.17411225658648338,formerly_smoked,0
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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
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12512,female,52,1,0,1,private,rural,0.7313267472994183,0.24856815578465064,never_smoked,0
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53028,female,39,0,0,1,private,rural,0.12090296371526177,0.2794959908361971,never_smoked,0
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59904,female,1,0,0,0,children,urban,0.4976918105438095,0.06185567010309277,unknown,0
7924,female,67,0,0,1,private,urban,0.21392299879974147,0.17869415807560135,formerly_smoked,0
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71808,female,20,0,0,0,private,urban,0.3326562644261841,0.23711340206185566,unknown,0
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21762,male,5,0,0,0,children,rural,0.2117071369217986,0.09965635738831614,unknown,0
33526,female,51,0,0,1,self_employed,rural,0.168543994091035,0.286368843069874,unknown,0
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17019,female,30,0,0,1,govt_job,urban,0.27111993352414365,0.2714776632302406,never_smoked,0
11145,female,8,0,0,0,children,urban,0.22578709260456098,0.09278350515463916,unknown,0
33298,female,44,0,0,1,private,urban,0.23160373003416124,0.19816723940435282,formerly_smoked,0
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1307,female,61,1,0,1,private,rural,0.5305604283999631,0.5715922107674686,smokes,0
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15311,female,24,0,0,1,private,urban,0.16097313267472996,0.16151202749140892,formerly_smoked,0
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58610,female,55,0,0,1,private,urban,0.019573446588496024,0.2726231386025201,smokes,0
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44047,male,37,0,0,1,govt_job,rural,0.11577878312251871,0.23596792668957617,never_smoked,0
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52447,female,3,0,0,0,children,rural,0.35403009879050873,0.043528064146620846,unknown,0
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56546,male,79,0,1,1,private,rural,0.3455821253808512,0.140893470790378,formerly_smoked,1
355,male,8,0,0,0,children,rural,0.19070261287046447,0.17640320733104237,unknown,0
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
47216,male,47,0,0,1,private,rural,0.25399316775920966,0.2313860252004582,smokes,0
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
7841,female,50,0,0,1,private,urban,0.1687748130366541,0.13860252004581902,never_smoked,0
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
1 id gender age hypertension heart_disease ever_married work_type Residence_type avg_glucose_level bmi smoking_status stroke
2 51897 male 36 0 0 1 private rural 0.4887821992429139 0.21420389461626577 smokes 0
3 33370 female 48 0 0 1 private rural 0.2760594589603915 0.21649484536082475 unknown 0
4 17740 male 65 0 0 1 private rural 0.2031206721447697 0.21420389461626577 formerly_smoked 0
5 23176 female 51 1 0 1 private urban 0.5486104699473733 0.23940435280641464 formerly_smoked 0
6 33412 female 15 0 0 0 private rural 0.14763179761794848 0.0916380297823597 never_smoked 0
7 7577 male 13 0 0 0 children urban 0.09569753485366078 0.11454753722794962 unknown 0
8 67733 female 28 0 0 1 private urban 0.5924199058258701 0.3459335624284078 smokes 0
9 14872 male 45 1 0 1 self_employed rural 0.8497368664019943 0.48339060710194737 unknown 0
10 41214 female 1 0 0 0 children rural 0.09278921613886071 0.09507445589919818 unknown 0
11 59734 male 1 0 0 0 children urban 0.09542055211891798 0.08361970217640323 unknown 0
12 52968 female 45 0 0 1 self_employed rural 0.4340781091311975 0.26575028636884307 unknown 0
13 43903 male 79 0 0 1 self_employed rural 0.1837318807127689 0.24742268041237114 unknown 0
14 16617 female 63 1 0 1 govt_job urban 0.6341981349829194 0.21420389461626577 never_smoked 0
15 52593 male 78 0 1 1 private urban 0.4150586280121873 0.18900343642611683 formerly_smoked 0
16 55631 male 38 0 0 1 private rural 0.36238574462191864 0.1706758304696449 never_smoked 0
17 62439 female 51 0 0 1 govt_job rural 0.22301726525713234 0.19473081328751435 formerly_smoked 1
18 68483 female 60 0 0 1 private urban 0.04736404764103036 0.3539518900343643 formerly_smoked 0
19 53265 female 33 0 0 1 self_employed urban 0.0714153817745361 0.1134020618556701 unknown 0
20 52681 female 39 0 0 1 private urban 0.9224909980611208 0.288659793814433 smokes 0
21 2304 male 51 0 0 1 govt_job rural 0.18497830301911183 0.16036655211912942 smokes 0
22 53910 female 48 0 0 1 self_employed rural 0.3552765210968517 0.24398625429553267 smokes 0
23 24585 male 40 0 0 1 govt_job urban 0.27675191579724867 0.3046964490263459 never_smoked 0
24 49775 male 40 0 0 1 private rural 0.09362016434308934 0.21076746849942724 unknown 0
25 25483 male 72 0 0 1 private rural 0.7410211430154187 0.18785796105383734 formerly_smoked 0
26 28484 female 78 0 0 1 self_employed rural 0.2509001938879143 0.23482245131729668 never_smoked 1
27 13031 female 15 0 0 0 children urban 0.16637429600221587 0.3172966781214204 never_smoked 0
28 65801 female 20 0 0 0 private urban 0.08637244945065092 0.07216494845360825 unknown 0
29 15266 female 32 0 0 1 private rural 0.10409934447419444 0.2520045819014891 smokes 0
30 44001 female 39 0 0 1 private urban 0.0007386206259810124 0.24284077892325318 unknown 0
31 52134 male 53 0 0 1 private rural 0.16157326193333954 0.28751431844215347 unknown 0
32 4542 female 53 0 0 1 govt_job urban 0.132351583417967 0.3860252004581901 unknown 0
33 15581 male 5 0 0 0 children urban 0.21581571415381778 0.10309278350515465 unknown 0
34 21042 female 72 0 0 1 self_employed rural 0.2221863170529037 0.19014891179839633 formerly_smoked 0
35 42727 female 61 0 0 1 private rural 0.026728833902686766 0.2233676975945017 unknown 0
36 949 male 20 0 0 0 private rural 0.09592835379927989 0.2508591065292097 never_smoked 0
37 56799 male 76 0 0 1 govt_job urban 0.1257039977841381 0.32760595647193586 never_smoked 0
38 6390 female 12 0 0 0 children rural 0.08711107007663188 0.06872852233676978 unknown 0
39 16029 female 70 0 0 1 self_employed rural 0.19250300064629305 0.16838487972508592 never_smoked 0
40 33976 male 55 0 0 1 private urban 0.06310589973225006 0.19129438717067582 never_smoked 0
41 24567 male 51 0 0 1 self_employed urban 0.0649062875080787 0.290950744558992 smokes 0
42 32689 female 48 0 0 1 private urban 0.13507524697627182 0.19243986254295536 unknown 0
43 47751 female 19 0 0 0 private urban 0.35135259902132765 0.12371134020618559 unknown 0
44 52461 male 57 0 0 1 private urban 0.2583325639368479 0.2016036655211913 never_smoked 0
45 47405 female 2 0 0 0 children rural 0.21022989566983658 0.09392898052691868 unknown 0
46 41146 male 41 0 0 1 private rural 0.27019665774166746 0.4467353951890034 never_smoked 0
47 49254 male 57 1 0 1 private urban 0.11817930015695688 0.35738831615120276 formerly_smoked 0
48 20140 male 58 0 0 1 govt_job rural 0.691533561074693 0.33562428407789235 never_smoked 0
49 49341 female 78 0 0 1 private rural 0.45992983104053187 0.08361970217640323 never_smoked 0
50 61895 female 65 0 0 1 private rural 0.7633182531622195 0.43986254295532656 never_smoked 0
51 6726 female 31 0 0 1 private urban 0.08397193241621276 0.39747995418098514 never_smoked 0
52 65257 male 59 0 0 1 private urban 0.37263410580740475 0.19473081328751435 never_smoked 0
53 52978 female 30 0 0 1 private urban 0.13756809158895766 0.429553264604811 never_smoked 0
54 3793 male 14 0 0 0 private urban 0.11190102483611858 0.44100801832760594 never_smoked 0
55 60276 male 78 1 1 1 self_employed rural 0.23677407441602805 0.19473081328751435 never_smoked 0
56 59292 female 60 0 0 1 self_employed rural 0.13133598005724306 0.1626575028636884 never_smoked 0
57 38987 male 65 0 1 1 self_employed urban 0.015003231465238687 0.2027491408934708 smokes 0
58 66638 female 68 1 0 0 self_employed urban 0.11388606776844246 0.2222222222222222 never_smoked 1
59 70874 male 71 1 0 1 govt_job urban 0.4522204782568554 0.12829324169530354 unknown 0
60 69183 male 49 0 0 0 private urban 0.18774813036654053 0.15693012600229095 unknown 0
61 7658 male 66 0 0 1 govt_job rural 0.6847013202843689 0.2313860252004582 formerly_smoked 0
62 12849 female 28 0 0 1 private urban 0.15141722832610105 0.2542955326460481 unknown 0
63 40639 female 1 0 0 0 children rural 0.024974609915981938 0.08247422680412371 unknown 0
64 68657 female 1 0 0 0 children urban 0.029590988828363085 0.1168384879725086 unknown 0
65 64435 female 37 0 0 1 private rural 0.09652848305788941 0.2623138602520046 never_smoked 0
66 6264 male 32 0 0 1 private rural 0.07949404487120304 0.2508591065292097 unknown 0
67 35039 female 28 0 0 0 private rural 0.2028898531991506 0.08361970217640323 never_smoked 0
68 40371 female 47 0 0 1 private urban 0.03393038500600132 0.18556701030927836 never_smoked 0
69 11394 male 73 0 1 1 private rural 0.12478072200166196 0.24398625429553267 formerly_smoked 0
70 61694 male 55 0 0 1 self_employed rural 0.2596251500323147 0.26689576174112256 never_smoked 0
71 36728 male 74 0 0 1 private urban 0.11227033514910906 0.25773195876288657 never_smoked 0
72 17926 female 48 0 0 1 govt_job rural 0.26091773612778135 0.2016036655211913 unknown 0
73 66310 male 54 0 0 1 self_employed rural 0.38477518234696706 0.24284077892325318 never_smoked 0
74 59718 female 33 0 0 1 private rural 0.27255101098698176 0.37800687285223367 never_smoked 0
75 55465 female 31 0 0 1 private rural 0.024420644446496165 0.2382588774341352 unknown 0
76 29179 female 76 1 1 1 private rural 0.2167851537254178 0.23711340206185566 smokes 0
77 15225 male 18 0 0 0 private rural 0.2481303665404857 0.12829324169530354 unknown 0
78 54065 female 45 0 0 1 private urban 0.16582033053273015 0.12371134020618559 never_smoked 0
79 49789 female 73 0 0 0 govt_job urban 0.03633090204043948 0.1729667812142039 formerly_smoked 0
80 12064 male 60 0 0 1 private rural 0.06056689133044041 0.2508591065292097 unknown 0
81 3807 female 12 0 0 0 children urban 0.14509278921613888 0.18556701030927836 unknown 0
82 58978 female 70 0 1 1 private rural 0.8491829009325086 0.1809851088201604 never_smoked 1
83 35330 male 30 0 0 1 private urban 0.12062598098051891 0.19473081328751435 smokes 0
84 1225 male 43 0 0 1 private urban 0.1509555904348629 0.32646048109965636 formerly_smoked 0
85 10997 female 38 0 0 1 private rural 0.20132028436894106 0.16036655211912942 never_smoked 0
86 69835 female 57 0 0 1 private rural 0.3521373834364325 0.2520045819014891 never_smoked 0
87 32554 female 16 0 0 0 children rural 0.24882282337734285 0.10882016036655213 unknown 0
88 6528 male 75 0 0 1 govt_job urban 0.672190933431816 0.17640320733104237 formerly_smoked 0
89 62767 female 24 0 0 1 private urban 0.15954205521189185 0.3253150057273769 never_smoked 0
90 28778 female 54 0 0 1 private urban 0.7596251500323147 0.21878579610538373 smokes 0
91 42553 female 80 0 0 1 private rural 0.43297017819222605 0.20618556701030927 never_smoked 0
92 42703 male 74 0 0 1 self_employed urban 0.03074508355645833 0.17754868270332186 unknown 0
93 56755 male 41 0 0 1 private rural 0.24739174591450463 0.15693012600229095 never_smoked 0
94 13276 female 38 0 0 1 private urban 0.07358507986335522 0.140893470790378 unknown 0
95 53748 male 77 0 0 1 self_employed urban 0.01144861970270522 0.2508591065292097 unknown 0
96 7871 female 40 0 0 1 private urban 0.14615455636598657 0.288659793814433 smokes 0
97 30186 female 5 0 0 0 children urban 0.12251869633459517 0.07903780068728523 unknown 0
98 44764 female 78 1 0 1 self_employed rural 0.01883482596251501 0.21534936998854526 unknown 0
99 32602 male 78 0 1 1 self_employed urban 0.15072477148924385 0.23482245131729668 unknown 0
100 13993 female 19 0 0 0 private urban 0.0990213276705752 0.18671248568155785 unknown 0
101 20546 female 68 0 0 1 private urban 0.1129166281968424 0.13631156930126004 never_smoked 0
102 30248 female 42 0 0 0 private rural 0.2928169144123349 0.41122565864833915 smokes 0
103 16079 female 67 0 0 1 private urban 0.20792170621364603 0.24627720504009165 unknown 0
104 1772 female 64 0 0 1 govt_job urban 0.10414550826331831 0.24169530355097363 never_smoked 0
105 39706 male 41 0 0 1 self_employed rural 0.036053919305696625 0.1809851088201604 smokes 0
106 59752 male 62 0 0 1 private urban 0.08023266549718405 0.13974799541809851 formerly_smoked 0
107 49785 female 18 0 0 0 private rural 0.3409195826793463 0.1512027491408935 unknown 0
108 66752 female 79 0 0 1 govt_job urban 0.17897701043301634 0.2302405498281787 never_smoked 0
109 43271 female 24 0 0 0 govt_job urban 0.03822361739451574 0.11454753722794962 smokes 0
110 48588 female 59 0 0 1 private urban 0.25251592650724775 0.15349369988545247 never_smoked 0
111 59464 female 18 0 0 0 private rural 0.3696334595143569 0.15005727376861394 never_smoked 0
112 9511 male 27 0 0 0 private urban 0.29798725879420185 0.3046964490263459 unknown 0
113 49480 female 31 0 0 0 private urban 0.23548148832056137 0.13860252004581902 never_smoked 0
114 20292 female 24 0 0 1 private urban 0.14047641030375774 0.6071019473081328 never_smoked 0
115 13870 female 52 0 0 1 private urban 0.2131843781737605 0.2611683848797251 smokes 0
116 16627 male 54 0 0 1 self_employed rural 0.2551010986981811 0.19816723940435282 formerly_smoked 0
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118 22778 male 34 0 0 1 private urban 0.05465792632259253 0.1809851088201604 never_smoked 0
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121 12594 female 28 0 0 1 private rural 0.23441972117071375 0.2096219931271478 smokes 0
122 40837 male 52 0 0 1 govt_job urban 0.30075708614163055 0.16838487972508592 never_smoked 0
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124 30790 female 75 1 0 1 govt_job urban 0.15561813313636785 0.3596792668957618 never_smoked 0
125 69285 female 45 0 0 1 private urban 0.08378727725971746 0.13631156930126004 smokes 0
126 49916 male 76 0 0 1 private rural 0.2579170898347336 0.2233676975945017 formerly_smoked 0
127 808 female 16 0 0 0 private rural 0.14966300433939622 0.3150057273768614 never_smoked 0
128 587 female 14 0 0 0 children rural 0.17126765764933988 0.143184421534937 unknown 0
129 64155 male 60 0 0 1 govt_job rural 0.6699750715538731 0.2611683848797251 never_smoked 0
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132 14417 male 65 1 0 1 private rural 0.11102391284276614 0.22107674684994272 unknown 0
133 16535 female 34 0 0 0 private rural 0.16171175330071097 0.2016036655211913 formerly_smoked 0
134 68291 male 76 0 0 1 private urban 0.42646108392576865 0.21076746849942724 unknown 0
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151 53802 male 80 0 1 1 private rural 0.32406979964915517 0.25887743413516606 unknown 0
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153 53697 male 58 0 1 1 private rural 0.7858461822546395 0.18556701030927836 smokes 0
154 32617 male 3 0 0 0 children urban 0.12353429969531898 0.0882016036655212 unknown 0
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157 15062 male 40 0 0 1 govt_job urban 0.12621179946450006 0.1718213058419244 smokes 0
158 30683 female 75 0 0 1 private rural 0.6651278736958729 0.18671248568155785 unknown 1
159 24099 male 17 0 0 0 private rural 0.06172098605853571 0.2623138602520046 never_smoked 0
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161 63303 male 28 0 0 0 private urban 0.09408180223432744 0.19129438717067582 smokes 0
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165 42821 female 13 0 0 0 private rural 0.025713230541962895 0.15693012600229095 smokes 0
166 18192 male 10 0 0 0 children rural 0.17537623488135906 0.04925544100801833 unknown 0
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172 69059 female 42 0 0 1 private urban 0.14393869448804358 0.11225658648339064 never_smoked 0
173 67078 female 36 1 0 1 private urban 0.16822084756716832 0.36540664375715926 never_smoked 0
174 18605 female 17 0 0 0 never_worked urban 0.1059920598282707 0.39633447880870565 never_smoked 0
175 39637 female 20 0 0 0 private rural 0.42609177361277806 0.18671248568155785 unknown 0
176 14517 male 56 0 0 1 private urban 0.1252423598929 0.2313860252004582 formerly_smoked 0
177 55137 female 25 0 0 0 private urban 0.3271166097313267 0.1225658648339061 smokes 0
178 49645 male 58 0 0 0 private rural 0.0974055950512418 0.13631156930126004 formerly_smoked 0
179 31161 female 26 0 0 0 govt_job urban 0.1558489520819869 0.29782359679266895 never_smoked 0
180 45222 male 58 1 0 0 private urban 0.0030468100821715582 0.19702176403207333 smokes 0
181 66882 female 19 0 0 0 govt_job urban 0.3622010894654234 0.15693012600229095 never_smoked 0
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