Datasets:

Nnaodeh
/

Stroke_Prediction_Dataset

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train · 5.11k rows

id int64 67 72.9k	gender stringclasses 3 values	age float64 0.08 82	hypertension int64 0 1	heart_disease int64 0 1	ever_married stringclasses 2 values	work_type stringclasses 5 values	Residence_type stringclasses 2 values	avg_glucose_level float64 55.1 272	bmi float64 10.3 97.6 ⌀	smoking_status stringclasses 4 values
71,298	Female	17	0	0	No	Private	Rural	109.39	26.3	never smoked
54,497	Female	61	0	0	Yes	Private	Rural	93.97	39.4	Unknown
30,129	Female	62	0	0	Yes	Govt_job	Urban	163.17	25.6	never smoked
44,965	Female	14	0	0	No	Self-employed	Urban	124.39	34	Unknown
38,549	Female	62	0	0	Yes	Private	Urban	212.62	35.8	never smoked
39,236	Female	56	0	0	No	Self-employed	Urban	128.63	24.9	smokes
50,545	Male	41	0	0	Yes	Govt_job	Urban	84.1	29.3	never smoked
28,435	Female	59	0	0	Yes	Self-employed	Urban	77.6	23.4	Unknown
4,631	Male	29	0	0	Yes	Private	Urban	70.51	24.5	Unknown
9,912	Male	39	0	0	Yes	Private	Rural	109.19	29.8	Unknown
43,028	Male	66	0	0	Yes	Self-employed	Rural	55.23	28.9	Unknown
38,894	Female	35	0	0	Yes	Private	Urban	120.15	27.3	never smoked
41,238	Female	36	0	0	Yes	Private	Urban	72.16	23.2	never smoked
51,828	Male	35	0	0	Yes	Private	Rural	95.89	34.2	Unknown
64,196	Male	26	0	0	No	Private	Urban	64.68	23.3	smokes
10,626	Female	31	0	0	No	Private	Rural	70.51	26.9	formerly smoked
4,117	Female	56	0	0	Yes	Self-employed	Rural	81.77	21.8	never smoked
37,993	Female	36	0	0	Yes	Govt_job	Urban	66.47	26.9	never smoked
57,765	Female	41	0	0	Yes	Govt_job	Rural	146.08	29.9	never smoked
7,841	Female	50	0	0	Yes	Private	Urban	91.68	22.4	never smoked
18,398	Female	42	0	0	Yes	Private	Rural	108.96	27.5	never smoked
50,210	Male	79	0	0	Yes	Self-employed	Urban	113.41	35	never smoked
52,461	Male	57	0	0	Yes	Private	Urban	111.08	27.9	never smoked
32,523	Male	68	0	1	Yes	Private	Urban	217.74	25.5	Unknown
49,509	Female	25	0	0	Yes	Private	Rural	78.5	28.6	never smoked
16,377	Male	69	0	0	Yes	Private	Urban	89.06	34.8	formerly smoked
13,902	Female	42	0	0	Yes	Private	Urban	74.8	50.6	Unknown
44,047	Male	37	0	0	Yes	Govt_job	Rural	80.2	30.9	never smoked
34,184	Female	2	0	0	No	children	Rural	76.52	14.8	Unknown
11,312	Female	78	0	0	Yes	Self-employed	Rural	208.99	31.4	formerly smoked
39,616	Female	36	0	0	Yes	Private	Urban	99.72	22.3	smokes
57,322	Male	10	0	0	No	children	Urban	102.97	19.1	Unknown
28,011	Male	39	1	0	Yes	Private	Rural	197.36	27.4	Unknown
242	Male	4	0	0	No	children	Urban	98.56	17.5	Unknown
18,178	Female	48	0	0	Yes	Private	Urban	86.06	36.2	never smoked
51,823	Male	72	0	0	Yes	Self-employed	Urban	123.08	25.4	smokes
23,439	Male	63	0	1	No	Private	Urban	75	25.7	smokes
12,594	Female	28	0	0	Yes	Private	Rural	105.9	28.6	smokes
2,692	Female	80	0	0	Yes	Self-employed	Urban	73.87	33.7	never smoked
26,062	Male	49	0	0	Yes	Private	Rural	78.04	37.9	never smoked
6,805	Male	57	0	0	No	Private	Urban	107.74	28.4	Unknown
45,817	Female	59	0	0	Yes	Private	Rural	60.64	20	never smoked
66,306	Female	43	0	0	Yes	Private	Rural	82.57	29.1	never smoked
62,167	Female	47	0	0	Yes	Private	Rural	115.98	27.6	Unknown
16,627	Male	54	0	0	Yes	Self-employed	Rural	110.38	27.6	formerly smoked
34,285	Male	57	0	0	Yes	Private	Rural	92.59	24.2	Unknown
71,151	Male	56	0	0	Yes	Private	Urban	82.64	31	never smoked
2,580	Male	66	0	1	No	Govt_job	Urban	70.28	34.5	never smoked
11,891	Male	18	0	0	No	Govt_job	Urban	106.54	27	never smoked
57,080	Female	81	1	1	Yes	Self-employed	Urban	59.11	20.7	formerly smoked
47,456	Male	30	0	0	Yes	Private	Rural	58.89	26.1	formerly smoked
56,139	Male	8	0	0	No	children	Urban	129.66	19.2	Unknown
12,857	Male	55	0	0	Yes	Self-employed	Rural	73.57	28	smokes
40,980	Male	79	1	0	Yes	Self-employed	Urban	72.04	23.6	formerly smoked
47,668	Female	49	0	0	Yes	Private	Rural	125.63	57.2	Unknown
72,792	Female	53	1	0	Yes	Private	Rural	77.94	33	never smoked
37,728	Female	26	0	0	Yes	Private	Urban	68.99	22.2	never smoked
47,410	Female	14	0	0	No	children	Rural	111.76	24.8	Unknown
56,450	Male	25	0	0	No	Private	Rural	65.36	24.7	never smoked
9,189	Female	20	0	0	No	Private	Urban	80.27	27.9	never smoked
71,966	Female	18	0	0	No	Never_worked	Urban	81.73	21.6	never smoked
59,272	Male	38	0	0	Yes	Private	Rural	79.22	34.8	smokes
45,563	Female	72	0	1	Yes	Self-employed	Urban	142.63	32.9	smokes
19,907	Female	52	0	0	Yes	Private	Rural	97.05	28	Unknown
40,163	Female	82	1	0	Yes	Private	Urban	222.52	null	formerly smoked
62,738	Male	71	0	1	Yes	Private	Rural	70.38	25	smokes
51,651	Male	46	0	0	Yes	Private	Rural	114.46	24.7	formerly smoked
39,940	Female	33	0	0	Yes	Private	Urban	64.62	27.3	never smoked
8,122	Female	37	0	0	Yes	Private	Urban	94.12	34.2	Unknown
71,057	Female	54	0	0	Yes	Private	Rural	70.19	39.1	smokes
67,921	Female	5	0	0	No	children	Urban	55.35	22.7	Unknown
12,834	Male	45	0	0	Yes	Private	Urban	115.52	33.9	formerly smoked
56,567	Male	14	0	0	No	children	Urban	60.7	18.6	Unknown
11,872	Male	5	0	0	No	children	Urban	69.24	16.7	Unknown
6,574	Female	35	0	0	Yes	Self-employed	Urban	103.29	20.6	never smoked
5,294	Female	20	0	0	Yes	Private	Rural	92.74	20.1	Unknown
10,870	Male	51	0	0	Yes	Private	Rural	232.64	45.2	never smoked
15,062	Male	40	0	0	Yes	Govt_job	Urban	82.46	25.3	smokes
46,454	Female	79	0	0	Yes	Govt_job	Urban	63.57	32.4	never smoked
31,795	Male	61	0	0	Yes	Self-employed	Urban	73.24	34.9	never smoked
62,395	Male	33	0	0	Yes	Private	Urban	78.43	43.7	smokes
42,760	Female	27	0	0	Yes	Private	Urban	57.46	23	smokes
27,119	Female	28	0	0	No	Private	Rural	104.16	21.5	never smoked
47,113	Female	67	0	0	Yes	Self-employed	Rural	110.42	24.9	never smoked
36,045	Female	35	0	0	Yes	Private	Rural	119.4	22.9	never smoked
54,871	Female	78	0	0	Yes	Private	Urban	119.13	25	never smoked
48,824	Female	20	0	0	No	Private	Rural	120.22	21.3	never smoked
67,356	Female	43	0	0	Yes	Private	Urban	80.8	46.1	never smoked
70,670	Female	27	0	0	Yes	Private	Rural	57.96	64.4	never smoked
58,477	Female	45	0	0	Yes	Private	Urban	81.24	37	never smoked
53,636	Female	11	0	0	No	children	Urban	88.79	21.3	never smoked
24,262	Female	31	0	0	Yes	Private	Rural	70.91	28.3	never smoked
33,886	Female	30	0	0	No	Private	Rural	87.12	31.1	smokes
59,126	Female	27	0	0	No	Private	Urban	126.09	25.1	Unknown
31,697	Female	34	0	0	Yes	Private	Urban	76.42	27.6	smokes
10,018	Male	19	0	0	No	Private	Rural	56.33	29.4	Unknown
52,447	Female	3	0	0	No	children	Rural	131.81	14.1	Unknown
23,238	Male	53	0	1	Yes	Private	Rural	95.23	35.2	smokes
4,148	Male	81	0	0	Yes	Self-employed	Urban	71.18	23.9	formerly smoked
63,404	Female	44	0	0	Yes	Private	Rural	87.71	34	formerly smoked

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