Split (1)

train · 5.11k rows

id int64	gender string	age int64	hypertension int64	heart_disease int64	ever_married string	work_type string	Residence_type string	avg_glucose_level float64	bmi float64	smoking_status string	stroke int64
9,046	Male	59	1	1	Yes	Self-employed	Rural	256.668558	38.667789	never smoked	1
51,676	Female	54	0	0	Yes	Self-employed	Urban	225.346253	null	never smoked	0
31,112	Male	71	1	1	Yes	Self-employed	Rural	140.156039	34.732833	formerly smoked	1
60,182	Female	38	0	0	Yes	Private	Rural	188.481167	36.776307	formerly smoked	0
1,665	Female	72	1	1	Yes	Private	Urban	205.026178	27.02619	never smoked	1
56,669	Male	74	1	1	Yes	Self-employed	Urban	211.734347	31.846011	never smoked	1
53,882	Male	63	1	1	Yes	Never_worked	Rural	95.920484	29.341434	never smoked	0
10,434	Female	60	1	0	No	Private	Rural	123.333075	25.877225	smokes	0
27,419	Female	52	0	0	Yes	Self-employed	Rural	97.745957	null	smokes	0
60,491	Female	69	1	1	Yes	Self-employed	Urban	92.977534	27.242023	never smoked	0
12,109	Female	74	1	1	Yes	Self-employed	Rural	114.504796	32.684784	never smoked	1
12,095	Female	54	1	1	Yes	Private	Urban	139.183379	39.352052	smokes	0
12,175	Female	46	0	0	Yes	Self-employed	Urban	117.411216	29.72126	never smoked	0
8,213	Male	74	0	1	Yes	Private	Urban	251.210628	null	formerly smoked	0
5,317	Female	75	1	1	Yes	Never_worked	Rural	244.077502	31.179739	never smoked	1
58,202	Female	44	1	0	Yes	Private	Urban	187.684439	33.083146	never smoked	0
56,112	Male	59	1	1	Yes	Private	Rural	213.393987	39.787909	never smoked	1
34,120	Male	67	1	1	Yes	Private	Rural	247.204698	28.123275	never smoked	1
27,458	Female	54	1	0	No	Private	Rural	117.599409	40.662898	formerly smoked	0
25,226	Male	52	0	1	No	Self-employed	Rural	240.030829	null	never smoked	0
70,630	Female	61	1	0	Yes	Private	Urban	216.705286	25.29734	never smoked	0
13,861	Female	45	1	0	Yes	Private	Rural	252.423162	51.694384	never smoked	0
68,794	Female	71	1	1	Yes	Self-employed	Rural	266.394708	29.567855	never smoked	1
64,778	Male	77	1	1	Yes	Private	Urban	243.281823	34.946978	never smoked	1
4,219	Male	65	1	1	Yes	Private	Rural	133.922168	29.503782	never smoked	0
70,822	Male	72	1	1	Yes	Govt_job	Urban	131.611102	25.548372	never smoked	1
38,047	Female	60	1	0	Yes	Self-employed	Rural	131.938895	31.660658	never smoked	0
61,843	Male	50	0	0	Yes	children	Rural	222.736079	null	smokes	0
54,827	Male	63	1	1	Yes	Govt_job	Urban	218.455829	30.437556	never smoked	1
69,160	Male	52	0	0	Yes	Self-employed	Rural	228.080344	null	never smoked	0
43,717	Male	51	1	0	Yes	Private	Rural	234.715402	46.220876	smokes	0
33,879	Male	31	0	0	Yes	Self-employed	Rural	100.502756	26.793377	never smoked	0
39,373	Female	75	1	1	Yes	Govt_job	Rural	229.071696	25.406458	never smoked	1
54,401	Male	75	1	1	Yes	Self-employed	Rural	280.062612	32.579602	never smoked	1
14,248	Male	39	0	0	No	Self-employed	Rural	99.989294	31.155318	never smoked	0
712	Female	77	1	1	No	Private	Rural	120.533351	29.829087	never smoked	1
47,269	Male	66	1	1	Yes	Govt_job	Urban	246.224377	35.965755	formerly smoked	1
24,977	Female	68	1	1	Yes	Self-employed	Rural	107.110058	26.366422	never smoked	0
47,306	Male	53	1	0	No	Never_worked	Rural	121.105491	33.858997	formerly smoked	0
62,602	Female	41	0	0	Yes	Private	Rural	79.347614	32.034366	never smoked	0
4,651	Male	69	1	1	Yes	Private	Urban	107.786167	26.356141	never smoked	0
1,261	Male	46	0	0	Yes	Private	Urban	94.863795	30.512072	never smoked	0
61,960	Male	75	1	1	Yes	Self-employed	Urban	173.22814	28.960081	never smoked	1
1,845	Female	56	0	0	Yes	Private	Urban	110.144757	null	formerly smoked	0
7,937	Male	55	1	0	Yes	Private	Rural	235.263322	22.337186	never smoked	0
19,824	Male	70	1	1	Yes	Never_worked	Rural	271.468631	36.553184	smokes	1
37,937	Female	68	0	1	No	Private	Urban	135.207073	null	never smoked	0
47,472	Female	48	1	0	Yes	Govt_job	Urban	136.813664	40.907719	never smoked	0
35,626	Male	73	1	1	Yes	Private	Rural	141.894364	35.917963	Unknown	1
36,338	Female	35	1	0	Yes	Govt_job	Rural	70.845197	41.601281	never smoked	0
18,587	Female	68	0	0	No	Self-employed	Urban	119.862377	null	never smoked	0
15,102	Male	71	1	1	Yes	children	Urban	105.180938	null	never smoked	0
59,190	Female	73	1	1	Yes	children	Rural	164.531894	30.911287	formerly smoked	1
47,167	Female	68	1	1	Yes	Private	Urban	160.10201	34.729213	never smoked	1
8,752	Female	53	0	0	Yes	Private	Rural	211.315618	null	smokes	0
25,831	Male	54	1	1	Yes	Private	Rural	222.204114	38.57862	formerly smoked	1
38,829	Female	76	1	1	Yes	Self-employed	Rural	85.84666	35.970503	never smoked	1
66,400	Male	71	0	0	Yes	Govt_job	Rural	277.341513	null	never smoked	0
58,631	Male	65	1	1	Yes	Self-employed	Rural	225.278654	35.095473	never smoked	1
5,111	Female	45	1	0	Yes	Self-employed	Urban	195.858205	30.253437	never smoked	0
10,710	Female	49	1	0	Yes	Private	Rural	204.816838	42.646628	never smoked	0
55,927	Female	73	1	1	Yes	Govt_job	Rural	105.159512	25.179865	never smoked	0
65,842	Female	62	1	0	Yes	Never_worked	Rural	91.296609	27.953188	never smoked	0
19,557	Female	40	0	0	Yes	Private	Rural	115.713901	32.186215	never smoked	0
7,356	Male	66	0	0	Yes	Self-employed	Urban	127.5185	null	formerly smoked	0
17,013	Male	68	1	1	No	Private	Urban	151.647555	26.062625	formerly smoked	1
17,004	Female	63	1	0	Yes	Self-employed	Urban	256.791618	50.934219	never smoked	0
72,366	Male	66	1	1	Yes	Self-employed	Urban	128.632919	22.443222	never smoked	0
6,118	Male	51	0	0	Yes	Private	Rural	108.3517	32.096635	never smoked	0
7,371	Female	74	1	1	Yes	Self-employed	Rural	113.380564	31.744006	never smoked	1
70,676	Female	68	0	0	Yes	Private	Urban	98.178376	null	Unknown	0
2,326	Female	56	1	0	Yes	Self-employed	Urban	201.454591	30.870295	never smoked	0
27,169	Female	59	1	0	Yes	Self-employed	Urban	145.996374	33.737103	never smoked	0
50,784	Male	52	0	0	Yes	Private	Urban	265.755806	29.176051	never smoked	0
19,773	Female	50	0	0	Yes	Self-employed	Urban	118.421368	28.971688	never smoked	0
66,159	Female	71	1	1	Yes	Self-employed	Rural	94.35691	24.743226	never smoked	0
36,236	Male	72	1	1	Yes	Private	Rural	272.204374	29.683637	never smoked	1
71,673	Female	72	1	1	Yes	Private	Urban	143.335035	27.288259	never smoked	1
45,805	Female	43	0	0	Yes	Self-employed	Urban	180.828023	null	never smoked	0
42,117	Male	39	0	0	Yes	Never_worked	Rural	161.97034	47.574542	never smoked	0
57,419	Male	52	1	0	Yes	Private	Rural	112.097809	46.083016	never smoked	0
26,015	Female	58	0	0	Yes	Private	Rural	123.044883	null	formerly smoked	0
26,727	Female	69	1	1	No	Private	Rural	122.60713	25.880646	never smoked	0
66,638	Female	62	1	0	No	Self-employed	Urban	97.74669	32.619915	never smoked	0
70,042	Male	52	0	0	Yes	Private	Rural	97.925652	null	formerly smoked	0
32,399	Male	48	0	0	Yes	Private	Rural	107.311415	31.095314	smokes	0
3,253	Male	52	0	1	Yes	Self-employed	Rural	125.363191	29.112411	never smoked	0
71,796	Female	62	1	1	Yes	Self-employed	Urban	83.586151	35.340121	never smoked	0
14,499	Male	41	0	0	Yes	Private	Rural	105.61078	42.672906	formerly smoked	0
49,130	Male	65	1	1	Yes	Self-employed	Rural	133.263732	27.761145	never smoked	0
28,291	Female	71	1	1	Yes	Self-employed	Rural	258.068266	32.795303	smokes	1
51,169	Male	72	1	1	Yes	Private	Rural	102.829507	28.576285	never smoked	0
66,315	Female	51	1	0	No	Private	Rural	92.675597	40.406151	smokes	0
37,726	Female	73	1	1	Yes	Govt_job	Rural	95.909904	29.353704	never smoked	0
54,385	Male	38	0	0	Yes	Private	Urban	80.717167	30.971061	never smoked	0
2,458	Female	73	1	1	Yes	Self-employed	Rural	261.337167	35.145776	never smoked	1
35,512	Female	62	1	0	Yes	children	Rural	103.483997	27.224703	Unknown	0
56,841	Male	50	0	1	Yes	Private	Urban	261.246386	33.167015	never smoked	0
8,154	Male	49	1	0	Yes	Private	Rural	95.752105	29.326844	never smoked	0
4,639	Female	62	1	0	Yes	Self-employed	Urban	110.366248	30.890885	never smoked	0

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