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
12,807	Female	63	1	0	Yes	Private	Urban	81.54	24.2	never smoked
71,417	Male	46	0	0	No	Private	Urban	159.67	37.3	never smoked
37,479	Female	54	0	0	Yes	Private	Urban	93.96	33.3	smokes
23,850	Male	66	0	0	Yes	Private	Urban	103.01	33.1	never smoked
17,791	Female	29	0	0	Yes	Govt_job	Rural	92.49	22.2	never smoked
2,544	Male	78	0	0	Yes	Private	Urban	208.85	24.4	formerly smoked
4,961	Male	56	0	0	Yes	Govt_job	Urban	122.39	30.3	Unknown
2,702	Female	57	0	0	Yes	Private	Rural	65.91	28.2	Unknown
11,208	Female	2	0	0	No	children	Rural	70.25	17	Unknown
4,077	Male	49	0	0	Yes	Private	Urban	219.7	53.8	Unknown
36,548	Male	31	0	0	Yes	Govt_job	Urban	65.7	30.4	formerly smoked
71,596	Female	47	0	0	Yes	Private	Urban	67.08	22.3	Unknown
61,050	Male	37	0	0	Yes	Govt_job	Rural	107.58	25.3	never smoked
6,172	Female	79	0	0	Yes	Private	Rural	208.05	null	smokes
15,098	Female	65	0	0	Yes	Private	Rural	95.87	29.8	never smoked
34,895	Male	61	0	0	Yes	Private	Urban	68.17	43.8	formerly smoked
6,443	Female	66	0	0	Yes	Private	Urban	95.37	34.5	smokes
67,635	Male	24	0	0	No	Private	Urban	90	25.5	never smoked
19,931	Male	66	0	0	Yes	Self-employed	Rural	106.1	31.5	smokes
57,302	Female	64	1	0	Yes	Private	Rural	56.13	39.2	Unknown
26,197	Female	38	0	0	Yes	Private	Rural	104.03	47.3	smokes
54,982	Female	7	0	0	No	children	Rural	157.01	17	Unknown
13,398	Female	63	0	0	Yes	Private	Urban	84.35	38.2	never smoked
21,101	Male	71	0	0	Yes	Private	Rural	67.99	31.1	never smoked
39,958	Male	18	0	0	No	Private	Rural	118.93	22.4	never smoked
51,894	Female	65	0	0	Yes	Private	Rural	185.28	32	smokes
56,001	Male	57	0	0	Yes	Private	Rural	82.08	24.7	Unknown
56,137	Female	62	0	0	Yes	Private	Urban	88.32	36.3	Unknown
25,900	Male	1.8	0	0	No	children	Rural	85.16	20.2	Unknown
69,213	Male	35	0	0	No	Private	Rural	69.54	27.4	never smoked
38,613	Female	50	0	0	Yes	Govt_job	Rural	62.12	29.6	never smoked
27,660	Female	73	1	0	No	Self-employed	Rural	198.3	54.3	formerly smoked
33,790	Female	23	0	0	No	Private	Rural	100.06	28.6	never smoked
50,845	Female	32	0	0	Yes	Govt_job	Urban	101.13	43.9	formerly smoked
44,628	Female	38	0	0	Yes	Private	Rural	91.09	22.2	never smoked
38,951	Female	50	0	0	Yes	Self-employed	Rural	61.54	28.4	Unknown
52,792	Female	39	0	0	Yes	Private	Urban	62.02	23.7	smokes
27,675	Female	7	0	0	No	children	Urban	103.11	18.3	Unknown
6,903	Female	15	0	0	No	children	Rural	77.57	18.3	Unknown
35,463	Male	67	0	0	Yes	Private	Urban	97.34	28.9	never smoked
172	Male	8	0	0	No	children	Urban	78.76	null	Unknown
16,876	Female	32	0	0	Yes	Private	Rural	67.1	27.1	Unknown
60,926	Male	5	0	0	No	children	Urban	79.89	13.8	Unknown
21,333	Male	56	1	0	Yes	Private	Rural	206.66	21.9	smokes
69,183	Male	49	0	0	No	Private	Urban	95.79	24	Unknown
2,313	Female	75	0	1	Yes	Self-employed	Urban	83.88	null	smokes
8,041	Female	11	0	0	No	children	Rural	93.51	20.8	Unknown
68,171	Male	61	0	0	Yes	Self-employed	Urban	116.78	39.8	formerly smoked
27,948	Male	76	0	0	Yes	Self-employed	Rural	117.63	26.2	never smoked
45,673	Female	34	0	0	Yes	Private	Rural	60.01	43.9	Unknown
50,810	Male	20	0	0	No	Private	Rural	64.6	27.3	Unknown
2,467	Female	79	1	0	Yes	Self-employed	Rural	92.43	null	never smoked
64,165	Female	24	0	0	No	Private	Urban	71.63	22	formerly smoked
22,352	Female	39	0	0	Yes	Self-employed	Urban	87.79	40	formerly smoked
62,990	Female	55	0	0	Yes	Govt_job	Rural	99.64	20.1	formerly smoked
1,737	Female	16	0	0	No	Private	Rural	86.53	42.2	never smoked
26,357	Male	36	0	0	No	Private	Urban	200.68	25.8	Unknown
28,013	Female	38	0	0	Yes	Self-employed	Urban	98.37	27.2	never smoked
24,727	Male	20	0	0	No	Private	Rural	117.98	30.9	smokes
37,608	Female	38	0	0	No	Private	Urban	218.6	47.9	formerly smoked
13,870	Female	52	0	0	Yes	Private	Urban	101.3	33.1	smokes
4,655	Male	49	0	0	Yes	Private	Urban	79.51	37.8	never smoked
55,356	Female	80	0	0	Yes	Self-employed	Urban	223.26	25.4	never smoked
49,400	Male	75	0	0	Yes	Private	Rural	97.22	28.4	never smoked
38,132	Female	13	0	0	No	Private	Rural	172.27	16.6	never smoked
50,136	Female	54	1	0	Yes	Private	Urban	221.83	35.1	smokes
3,094	Male	28	0	0	No	Private	Urban	74.61	32.7	Unknown
42,727	Female	61	0	0	Yes	Private	Rural	60.91	29.8	Unknown
41,500	Male	0.16	0	0	No	children	Rural	69.79	13	Unknown
33,185	Male	59	0	0	No	Govt_job	Urban	83.6	27.5	formerly smoked
7,057	Male	12	0	0	No	children	Urban	83.95	23.6	Unknown
48,244	Female	38	0	0	No	Private	Rural	77.5	36.9	smokes
69,559	Male	15	0	0	No	Never_worked	Urban	64.29	16.7	Unknown
61,757	Male	31	0	0	Yes	Self-employed	Rural	61.1	26.5	never smoked
10,541	Male	52	1	0	Yes	Private	Rural	100.71	37	never smoked
48,169	Female	61	0	0	Yes	Self-employed	Urban	65.21	27.7	Unknown
64,202	Male	50	0	0	Yes	Private	Rural	119.77	23.5	Unknown
7,069	Female	41	0	0	Yes	Private	Rural	102.39	40.4	formerly smoked
52,050	Male	20	0	0	No	Private	Urban	59.67	27.7	never smoked
31,692	Male	67	0	0	Yes	Private	Rural	83.16	28.3	never smoked
11,192	Female	45	0	0	Yes	Private	Rural	218.1	55	smokes
69,404	Male	73	0	0	Yes	Govt_job	Rural	76.45	28.7	Unknown
42,700	Female	52	0	0	Yes	Private	Rural	200.46	25	Unknown
7,638	Female	51	0	0	Yes	Private	Urban	95.7	24.8	formerly smoked
7,298	Female	56	0	0	Yes	Self-employed	Rural	70.23	35.5	never smoked
43,615	Female	49	0	0	Yes	Self-employed	Urban	75.15	25	Unknown
18,134	Male	10	0	0	No	children	Rural	95.8	17.3	Unknown
19,324	Female	51	0	0	Yes	Govt_job	Urban	90.67	37.8	Unknown
18,827	Male	57	0	0	Yes	Self-employed	Rural	84.79	32.8	formerly smoked
68,291	Male	76	0	0	Yes	Private	Urban	147.5	28.7	Unknown
70,661	Female	28	0	0	No	Private	Rural	134.12	28.8	formerly smoked
6,019	Female	57	0	0	Yes	Private	Urban	82.62	28.4	never smoked
56,616	Male	39	0	0	Yes	Private	Rural	125.11	24.9	formerly smoked
14,399	Female	41	0	0	Yes	Private	Urban	92.14	29.6	formerly smoked
8,009	Female	72	1	1	Yes	Private	Urban	217.79	26.1	formerly smoked
30,961	Male	45	0	0	Yes	Private	Rural	95.62	29.5	smokes
24,201	Male	33	0	0	Yes	Private	Rural	93.8	23.9	never smoked
18,032	Male	62	0	1	Yes	Private	Rural	90.61	25.8	smokes
62,396	Female	27	0	0	Yes	Private	Urban	139.2	36.2	never smoked
67,055	Female	31	0	0	Yes	Private	Rural	77.01	31.3	formerly smoked

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