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
12,363	Male	59	1	1	Yes	Govt_job	Rural	100.267424	30.732897	smokes	0
63,973	Female	70	1	1	Yes	children	Rural	226.545299	34.483401	never smoked	1
45,277	Female	67	1	1	Yes	Self-employed	Urban	252.573493	37.623884	never smoked	1
4,712	Female	75	1	1	Yes	Private	Urban	110.928399	22.389281	never smoked	1
33,175	Female	50	0	0	Yes	Self-employed	Rural	128.024256	31.035538	formerly smoked	0
2,346	Male	50	0	0	Yes	Self-employed	Rural	107.954378	null	never smoked	0
42,072	Female	39	1	0	Yes	Self-employed	Rural	93.281775	32.903471	never smoked	0
12,062	Female	46	0	0	Yes	Private	Urban	213.856475	42.976198	never smoked	0
30,456	Female	71	1	1	Yes	Private	Urban	120.330985	27.157621	never smoked	1
59,125	Female	46	1	0	Yes	Self-employed	Rural	88.094429	44.104655	never smoked	0
56,546	Male	75	1	1	Yes	Self-employed	Rural	154.937989	25.321942	never smoked	1
48,405	Male	73	1	1	Yes	Private	Rural	91.557844	26.718561	never smoked	0
36,706	Female	68	0	0	Yes	Private	Rural	129.474428	null	never smoked	0
41,069	Female	33	0	0	Yes	Govt_job	Rural	237.552102	58.976092	never smoked	0
71,639	Female	61	1	0	No	Self-employed	Rural	111.754743	30.251937	never smoked	0
53,401	Male	63	1	1	No	Private	Urban	229.243005	33.224284	smokes	1
60,744	Male	54	1	0	Yes	Private	Urban	105.837774	29.319055	never smoked	0
7,547	Male	69	1	1	Yes	Private	Urban	103.511467	33.758524	never smoked	0
31,720	Female	28	0	0	No	children	Rural	85.799999	25.901613	never smoked	0
5,563	Female	68	1	1	Yes	Self-employed	Rural	135.168517	33.721736	never smoked	1
68,798	Female	49	0	0	Yes	Self-employed	Urban	86.176072	30.624092	never smoked	0
72,918	Female	47	1	0	Yes	Self-employed	Rural	85.496404	32.861196	smokes	0
13,491	Male	70	1	1	Yes	Private	Urban	295.473394	33.858619	never smoked	1
44,033	Male	51	1	0	Yes	Govt_job	Rural	264.236458	37.803055	never smoked	0
14,164	Female	63	0	0	Yes	Self-employed	Rural	245.023141	null	never smoked	0
50,522	Female	60	1	0	Yes	Private	Rural	152.613337	31.134385	never smoked	0
3,352	Male	72	1	1	Yes	Private	Rural	132.970176	null	never smoked	0
70,943	Female	74	1	1	Yes	Self-employed	Urban	108.893335	26.830566	formerly smoked	1
37,132	Male	74	1	1	Yes	children	Rural	246.981569	31.656772	never smoked	1
48,796	Female	69	0	0	Yes	Private	Rural	90.037858	null	never smoked	0
53,440	Female	69	1	1	Yes	Govt_job	Rural	216.412535	39.427127	smokes	1
16,817	Female	70	1	1	No	Self-employed	Urban	160.173896	23.348997	never smoked	1
69,551	Male	64	1	1	No	Private	Rural	217.517077	38.760974	never smoked	1
31,563	Female	30	0	0	Yes	Private	Rural	111.882509	null	never smoked	0
20,387	Female	62	1	0	Yes	Private	Rural	233.443232	29.72305	formerly smoked	0
71,279	Female	60	1	0	Yes	Self-employed	Rural	289.630252	41.599297	never smoked	0
55,824	Male	70	1	1	Yes	Private	Rural	170.645513	32.634009	smokes	1
11,762	Female	69	1	1	Yes	Private	Urban	233.913913	38.025583	never smoked	1
29,281	Male	67	1	1	Yes	Self-employed	Rural	222.675204	29.171335	never smoked	1
30,683	Female	70	1	1	Yes	Self-employed	Rural	228.647516	29.496101	never smoked	1
20,439	Male	74	1	1	Yes	Private	Urban	135.798698	27.208977	never smoked	1
45,965	Female	49	0	0	Yes	Self-employed	Rural	142.011029	26.227518	never smoked	0
8,045	Female	70	1	1	Yes	Self-employed	Rural	109.431169	25.141621	never smoked	0
37,651	Female	61	1	1	No	Self-employed	Rural	94.246748	39.66754	never smoked	0
17,308	Female	64	1	1	Yes	Govt_job	Rural	247.465322	33.044814	never smoked	1
67,981	Male	57	1	0	Yes	Private	Urban	171.50537	29.776371	formerly smoked	0
41,241	Male	60	0	0	Yes	Govt_job	Urban	95.192306	null	formerly smoked	0
62,861	Female	73	1	1	Yes	Self-employed	Urban	96.302651	27.990995	never smoked	0
72,081	Female	48	1	0	Yes	Self-employed	Urban	89.010306	35.481145	smokes	0
58,978	Female	62	1	1	Yes	Self-employed	Rural	271.319179	29.073562	never smoked	1
11,933	Female	71	0	0	Yes	Self-employed	Rural	187.840993	null	never smoked	0
46,703	Male	60	1	1	Yes	Private	Rural	252.115698	33.790315	never smoked	1
32,503	Female	74	1	1	Yes	Self-employed	Rural	106.425586	37.355595	formerly smoked	1
12,482	Male	60	1	0	Yes	Self-employed	Urban	105.94891	30.018259	never smoked	0
56,939	Female	47	0	0	Yes	Self-employed	Urban	108.446852	28.348123	never smoked	0
24,669	Female	71	1	1	Yes	Private	Rural	268.341457	40.243112	never smoked	1
43,054	Female	39	0	0	Yes	children	Rural	123.058618	33.72821	never smoked	0
59,437	Female	49	1	0	Yes	Self-employed	Rural	245.585206	39.772631	never smoked	0
66,258	Female	66	1	1	Yes	Private	Rural	228.215665	36.920816	never smoked	1
34,567	Female	72	1	1	Yes	Self-employed	Rural	101.544172	28.014959	never smoked	0
50,931	Female	70	0	0	Yes	Self-employed	Rural	85.16991	null	formerly smoked	0
16,590	Male	62	0	1	Yes	Self-employed	Urban	112.253225	null	never smoked	0
69,768	Female	0	0	0	No	Self-employed	Urban	65.23077	null	never smoked	0
20,426	Female	72	1	1	No	Govt_job	Rural	242.35045	48.777542	never smoked	1
3,512	Female	61	1	0	Yes	Private	Rural	113.790966	37.090296	never smoked	0
42,899	Male	70	1	1	Yes	Self-employed	Rural	166.047501	25.939892	never smoked	1
63,453	Female	47	0	0	Yes	Govt_job	Urban	192.675446	29.844475	never smoked	0
43,364	Male	68	1	1	Yes	Govt_job	Urban	100.932666	null	never smoked	0
44,993	Female	72	1	1	No	Self-employed	Urban	129.616084	25.019942	never smoked	1
210	Male	75	1	1	Yes	Govt_job	Rural	129.41956	33.66537	never smoked	1
28,939	Male	58	0	0	Yes	Private	Urban	141.658939	null	never smoked	0
60,739	Female	73	1	1	No	Govt_job	Rural	91.005321	null	smokes	0
67,432	Female	53	0	0	Yes	Private	Rural	117.508285	29.264954	never smoked	0
2,182	Female	72	1	1	Yes	Private	Rural	121.106595	36.200328	never smoked	1
40,899	Female	70	0	0	Yes	Private	Rural	98.257318	null	never smoked	0
14,431	Male	63	1	0	Yes	Self-employed	Urban	211.277638	39.182453	never smoked	0
62,466	Female	72	1	1	Yes	Private	Rural	96.082853	48.008223	never smoked	1
36,841	Male	68	1	1	Yes	Private	Rural	83.41985	27.572769	never smoked	0
33,486	Female	73	0	0	Yes	Private	Rural	145.892141	null	formerly smoked	0
65,105	Male	68	1	1	Yes	Private	Rural	243.441408	28.52056	never smoked	1
54,567	Female	37	0	0	Yes	Self-employed	Rural	88.590799	33.086456	never smoked	0
66,204	Male	53	1	0	Yes	Self-employed	Rural	128.857817	33.633829	never smoked	0
39,912	Female	27	0	0	Yes	Private	Rural	77.04371	31.830039	never smoked	0
8,003	Female	69	0	0	No	Self-employed	Rural	107.059299	null	never smoked	0
28,378	Male	54	1	1	Yes	Govt_job	Urban	139.323789	39.314308	never smoked	0
41,081	Male	54	1	0	Yes	Self-employed	Rural	167.032863	33.819197	never smoked	0
16,077	Male	55	1	1	Yes	Private	Rural	143.683975	36.358711	never smoked	0
67,895	Female	75	1	1	Yes	Self-employed	Rural	251.321805	30.629925	never smoked	1
30,184	Male	76	1	1	Yes	Private	Urban	119.048137	31.865202	never smoked	1
66,955	Male	57	0	1	Yes	Private	Urban	238.205002	null	never smoked	0
24,905	Female	58	1	0	Yes	Private	Rural	232.123943	48.751144	never smoked	0
66,071	Male	42	1	0	Yes	Govt_job	Rural	138.870829	44.008937	never smoked	0
36,255	Male	51	1	0	Yes	Private	Urban	139.295464	37.381372	never smoked	0
69,112	Male	63	1	1	Yes	Private	Urban	305.638208	33.222387	never smoked	1
23,410	Female	64	1	1	Yes	Private	Urban	129.925861	29.826798	never smoked	0
64,373	Male	51	1	0	Yes	Govt_job	Urban	226.054907	37.720413	never smoked	0
58,267	Male	64	1	1	Yes	Self-employed	Urban	260.097834	47.545798	never smoked	1
35,684	Male	61	1	0	Yes	Private	Rural	124.734869	30.466629	never smoked	0
18,937	Male	71	0	0	Yes	Self-employed	Rural	144.932612	null	never smoked	0
491	Female	69	1	1	Yes	Self-employed	Urban	102.636273	29.756666	never smoked	0

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