ium_434766/data_test.csv

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
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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
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58617,female,43,0,0,1,self_employed,rural,0.29438648324254457,0.3814432989690722,never_smoked,0
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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
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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
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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
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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
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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