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
38,078	Female	82	1	1	Yes	Private	Urban	73.19	33.5	never smoked
34,257	Male	17	0	0	No	Govt_job	Urban	68.91	23	Unknown
21,653	Male	8	0	0	No	children	Rural	104.3	18.5	Unknown
63,764	Male	23	0	0	No	Private	Urban	87.87	23.4	never smoked
22,194	Female	36	0	0	Yes	Private	Urban	96.7	31.4	Unknown
16,010	Male	47	0	0	Yes	Private	Rural	91.05	31.1	formerly smoked
5,074	Male	24	0	0	No	Private	Rural	200.14	37.7	smokes
10,243	Female	60	0	0	Yes	Govt_job	Urban	73.04	25.3	never smoked
52,588	Female	63	0	0	Yes	Private	Rural	85.81	35.6	never smoked
56,996	Male	44	0	0	Yes	Private	Urban	65.41	24.8	smokes
28,315	Male	38	0	0	Yes	Private	Rural	108.68	32.7	never smoked
15,104	Female	26	0	0	Yes	Private	Rural	88.79	24.9	never smoked
26,604	Female	18	0	0	No	Private	Rural	107.82	26	never smoked
27,916	Male	18	0	0	No	Private	Urban	97.39	22.8	never smoked
60,249	Male	13	0	0	No	Private	Urban	141.09	24	Unknown
45,787	Male	13	0	0	No	children	Urban	122.38	20.3	Unknown
65,526	Female	47	0	0	Yes	Private	Urban	77.91	30.3	formerly smoked
72,354	Female	80	1	0	Yes	Self-employed	Rural	103.6	23.7	never smoked
38,938	Female	24	0	0	No	Private	Rural	159.7	25.7	Unknown
39,017	Female	72	0	0	Yes	Govt_job	Rural	118.22	21.9	formerly smoked
13,219	Male	5	0	0	No	children	Urban	84.5	15.8	Unknown
3,003	Female	51	0	0	Yes	Govt_job	Rural	85.59	30.5	never smoked
34,543	Female	82	0	0	Yes	Self-employed	Rural	84.42	25.7	Unknown
21,762	Male	5	0	0	No	children	Rural	100.98	19	Unknown
22,003	Male	66	0	0	Yes	Private	Rural	81.11	28.8	formerly smoked
6,731	Female	53	0	0	No	Private	Rural	235.45	null	formerly smoked
19,032	Female	15	0	0	No	Private	Rural	79.2	22.4	never smoked
55,370	Female	53	0	0	Yes	Private	Urban	207.71	32.4	Unknown
57,288	Female	78	0	0	Yes	Private	Rural	99.84	36.6	never smoked
31,925	Female	62	0	0	Yes	Private	Rural	98.05	27.9	never smoked
8,264	Male	41	0	0	Yes	Self-employed	Rural	105.9	27.7	Unknown
448	Female	49	0	0	Yes	Private	Rural	107.55	null	Unknown
38,783	Female	41	0	0	Yes	Self-employed	Urban	146.21	34.3	Unknown
45,961	Female	78	0	0	Yes	Private	Urban	79.94	26.7	never smoked
27,518	Male	14	0	0	No	Self-employed	Rural	72.28	19	Unknown
51,106	Female	1.48	0	0	No	children	Rural	123.1	20.6	Unknown
42,251	Male	71	1	1	Yes	Self-employed	Rural	67.06	26.7	smokes
33,115	Male	32	0	0	Yes	Private	Rural	82.68	29.2	never smoked
31,701	Male	16	0	0	No	Private	Rural	125.89	21.3	never smoked
21,661	Female	68	0	0	Yes	Govt_job	Urban	228.05	51.9	Unknown
18,837	Male	0.56	0	0	No	children	Urban	98.23	14.1	Unknown
57,777	Female	59	0	0	Yes	Self-employed	Urban	90.06	28.9	smokes
62,610	Male	32	0	0	Yes	Private	Urban	119.9	30.9	smokes
2,730	Male	58	0	0	Yes	Private	Urban	94.53	36.1	never smoked
51,116	Female	40	0	0	Yes	Self-employed	Urban	64.66	25	formerly smoked
22,607	Female	41	0	0	Yes	Private	Urban	103.79	28.6	never smoked
11,595	Female	21	0	0	No	Private	Urban	88.51	20.5	never smoked
24,355	Female	1.88	0	0	No	children	Rural	97.26	16.7	Unknown
32,563	Male	55	0	0	Yes	Govt_job	Urban	92.59	36.6	never smoked
18,266	Female	67	0	0	Yes	Private	Rural	102.89	26.4	never smoked
60,088	Male	49	1	0	Yes	Self-employed	Rural	92.26	33.1	formerly smoked
14,912	Female	42	0	0	Yes	Private	Rural	80	27.5	never smoked
49,939	Female	54	0	0	Yes	Self-employed	Urban	56.75	26.9	never smoked
64,534	Female	25	0	0	Yes	Private	Urban	104.66	23.9	never smoked
62,914	Male	62	0	0	Yes	Private	Rural	60.39	26.9	Unknown
4,297	Male	75	0	0	Yes	Govt_job	Urban	223.14	27.8	never smoked
20,399	Female	72	1	0	Yes	Private	Urban	105.51	32.7	never smoked
1,112	Female	14	0	0	No	Private	Urban	83.42	28.7	never smoked
13,276	Female	38	0	0	Yes	Private	Urban	71.06	22.6	Unknown
1,260	Male	59	0	0	Yes	Govt_job	Urban	101.24	26.5	never smoked
40,509	Female	23	0	0	No	Private	Urban	91.19	28.3	never smoked
15,241	Female	63	1	1	No	Govt_job	Urban	174.43	24.3	never smoked
31,344	Male	82	0	0	Yes	Self-employed	Urban	214.51	24	formerly smoked
55,169	Male	34	0	0	Yes	Private	Rural	72.64	32.4	never smoked
55,740	Female	8	0	0	No	children	Urban	62.69	28.7	Unknown
62,513	Female	28	0	0	Yes	Private	Rural	141.16	36.7	never smoked
18,040	Female	49	0	0	Yes	Govt_job	Rural	89.61	27.7	never smoked
10,374	Female	24	0	0	Yes	Private	Rural	76.42	24.8	smokes
37,209	Male	17	0	0	No	Never_worked	Rural	124.38	31.2	never smoked
62,306	Female	69	1	0	Yes	Self-employed	Urban	111.81	26.1	formerly smoked
54,101	Female	58	0	0	Yes	Self-employed	Rural	57.57	26.8	Unknown
12,259	Male	50	0	0	Yes	Private	Urban	77.82	26.7	formerly smoked
37,634	Male	5	0	0	No	children	Urban	60.09	19.6	Unknown
22,548	Female	34	0	0	Yes	Private	Urban	91.02	25.8	never smoked
65,407	Female	64	0	0	Yes	Self-employed	Rural	65.46	32.5	formerly smoked
50,723	Male	47	0	0	Yes	Private	Rural	131.19	28.3	smokes
20,890	Female	61	0	0	Yes	Private	Rural	79.89	24.5	smokes
52,472	Male	14	0	0	No	children	Urban	74.54	25.2	Unknown
42,859	Female	57	0	0	Yes	Private	Urban	231.31	32.3	never smoked
3,167	Male	53	0	1	Yes	Private	Urban	91.57	30.1	formerly smoked
56,469	Male	67	0	0	Yes	Private	Urban	238.78	35.7	formerly smoked
23,851	Female	57	0	0	No	Private	Rural	87.18	20	formerly smoked
30,571	Female	38	0	0	Yes	Govt_job	Rural	78.94	23.5	Unknown
67,786	Female	13	0	0	No	children	Rural	69.01	23.4	Unknown
41,404	Female	37	0	0	Yes	Private	Rural	110.28	22.3	never smoked
33,960	Male	39	1	0	Yes	Self-employed	Urban	71.66	28.7	never smoked
70,833	Female	13	0	0	No	Private	Urban	62.57	20.9	Unknown
65,731	Male	57	0	0	Yes	Self-employed	Urban	83.64	29.4	smokes
57,968	Female	11	0	0	No	children	Urban	107.18	27.6	Unknown
57,539	Female	68	0	0	Yes	Private	Rural	233.59	43.9	never smoked
17,745	Male	79	1	0	Yes	Self-employed	Urban	84.88	28.7	formerly smoked
33,252	Female	24	0	0	No	Private	Rural	97.95	34.7	Unknown
69,789	Female	44	0	0	Yes	Private	Rural	58.19	37.1	Unknown
40,076	Female	46	0	0	Yes	Private	Rural	70.11	24.2	never smoked
10,323	Female	66	0	0	Yes	Private	Urban	112.77	22.7	smokes
23,514	Female	61	0	0	Yes	Self-employed	Urban	75.46	29.3	formerly smoked
37,395	Female	16	0	0	No	Private	Urban	63.63	20	smokes
8,240	Female	37	0	0	Yes	Private	Urban	100.22	22.7	smokes
9,620	Female	43	0	0	Yes	Govt_job	Rural	81.77	25.4	never smoked
7,092	Female	27	0	0	Yes	Private	Rural	94.25	37.6	never smoked

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