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
51,125	Female	66	0	0	Yes	Private	Urban	89.7	34.9	smokes
29,077	Female	77	0	0	Yes	Private	Rural	95.1	35	never smoked
4,970	Male	79	0	0	Yes	Self-employed	Rural	112.64	28.5	formerly smoked
58,291	Female	52	0	0	Yes	Private	Rural	79.8	32.3	formerly smoked
18,616	Female	41	0	0	Yes	Private	Urban	82.2	23.9	Unknown
99	Female	31	0	0	No	Private	Urban	108.89	52.3	Unknown
55,529	Male	39	0	0	Yes	Private	Rural	114.32	26.4	never smoked
12,204	Female	51	0	0	No	Govt_job	Rural	116.14	20.9	never smoked
21,397	Female	40	0	0	Yes	Govt_job	Urban	122.74	23.3	Unknown
64,633	Female	48	0	0	Yes	Private	Urban	94.04	32.7	never smoked
23,016	Male	55	0	0	Yes	Private	Rural	86.6	26.5	never smoked
18,412	Male	41	0	0	Yes	Private	Rural	82.32	27.9	Unknown
67,412	Female	39	0	0	Yes	Private	Rural	83.83	30.3	never smoked
37,545	Male	41	0	0	No	Govt_job	Urban	106.98	27.6	never smoked
10,324	Female	5	0	0	No	children	Urban	93.88	14.6	Unknown
14,491	Male	38	0	0	Yes	Govt_job	Urban	70.53	40.9	smokes
64,582	Male	40	1	0	Yes	Govt_job	Rural	212.01	28.4	never smoked
25,514	Male	12	0	0	No	children	Rural	65.88	23.7	Unknown
7,663	Male	20	0	0	No	Govt_job	Rural	106.97	27.9	formerly smoked
66,220	Male	53	0	0	Yes	Private	Urban	126.35	25.2	never smoked
71,793	Female	21	0	0	No	Private	Urban	129.16	34.4	Unknown
25,458	Female	70	1	0	Yes	Govt_job	Rural	88.66	36.7	formerly smoked
69,645	Male	61	0	0	Yes	Govt_job	Rural	112.95	22.2	formerly smoked
53,695	Male	70	0	0	Yes	Govt_job	Urban	81.59	27.2	never smoked
26,692	Female	38	0	0	Yes	Govt_job	Rural	76.82	27.3	never smoked
33,400	Male	59	0	0	Yes	Govt_job	Rural	73.75	27.3	smokes
67,078	Female	36	1	0	Yes	Private	Urban	91.56	42.2	never smoked
32,352	Female	31	0	0	Yes	Govt_job	Rural	104.55	26.4	never smoked
22,540	Female	65	0	0	Yes	Govt_job	Urban	84.84	39.4	Unknown
26,999	Male	61	1	1	Yes	Govt_job	Rural	86.06	34.8	never smoked
65,218	Male	2	0	0	No	children	Rural	109.1	20	Unknown
30,102	Male	52	0	0	Yes	Private	Rural	68.35	34.1	never smoked
49,521	Female	33	0	0	Yes	Private	Urban	121.04	31.4	Unknown
54,643	Male	5	0	0	No	children	Rural	160.83	17.8	Unknown
29,134	Female	32	0	0	Yes	Private	Rural	85.62	46.1	smokes
68,281	Female	54	0	0	Yes	Govt_job	Urban	74.23	28.1	formerly smoked
40,350	Female	51	0	0	No	Private	Urban	110.76	24.7	formerly smoked
33,410	Female	39	0	0	No	Govt_job	Urban	79.44	22.7	never smoked
39,375	Female	40	0	0	Yes	Private	Rural	119.52	34.6	never smoked
2,543	Female	19	0	0	Yes	Private	Rural	90.42	21.4	never smoked
45,289	Female	9	0	0	No	children	Urban	109.32	27.4	Unknown
12,106	Male	53	1	0	Yes	Govt_job	Rural	78.16	36.6	never smoked
10,792	Female	23	0	0	No	Private	Rural	79.13	32.9	formerly smoked
19,153	Female	19	0	0	No	Self-employed	Urban	84.06	24.7	never smoked
47,876	Male	1	0	0	No	children	Rural	89.3	21.4	Unknown
25,283	Female	48	0	0	Yes	Private	Urban	69.21	33.1	never smoked
12,270	Male	71	0	0	Yes	Govt_job	Rural	186.45	26.7	never smoked
49,949	Male	44	0	0	Yes	Private	Urban	58.47	24.4	never smoked
50,826	Female	53	0	0	Yes	Govt_job	Rural	189.49	25.8	Unknown
28,681	Female	70	1	0	Yes	Self-employed	Urban	99.6	34.3	formerly smoked
41,615	Female	1.4	0	0	No	children	Rural	126.18	18.1	Unknown
14,147	Male	49	0	0	Yes	Private	Urban	186.32	43.8	smokes
41,537	Female	17	0	0	No	Private	Rural	62.49	26.9	never smoked
62,332	Female	40	0	0	Yes	Private	Rural	74.51	36.6	never smoked
25,488	Female	46	0	0	Yes	Self-employed	Urban	94.63	24.9	never smoked
45,759	Female	32	0	0	Yes	Private	Rural	91.98	27.6	smokes
71,929	Male	2	0	0	No	children	Rural	56.77	20.9	Unknown
14,807	Female	40	0	0	Yes	Private	Urban	75.87	30.3	never smoked
16,110	Female	19	0	0	No	Private	Rural	77.19	37.4	smokes
40,970	Male	43	0	0	Yes	Private	Urban	135.75	35.9	smokes
28,933	Female	46	0	0	Yes	Private	Rural	100.15	50.3	smokes
11,709	Male	71	0	0	No	Private	Urban	95.08	31.5	never smoked
37,154	Female	31	0	0	Yes	Private	Urban	125.38	24.4	smokes
16,809	Male	41	0	0	Yes	Private	Urban	111.71	38.9	formerly smoked
13,907	Male	65	0	0	Yes	Self-employed	Rural	94.64	28.6	never smoked
2,314	Male	52	0	0	Yes	Private	Urban	226.7	null	smokes
70,380	Female	20	0	0	No	Private	Urban	112.96	27.5	never smoked
63,058	Female	77	0	1	Yes	Private	Rural	183.1	null	never smoked
54,071	Female	51	0	0	Yes	Private	Urban	105.36	43.7	Unknown
67,405	Female	37	0	0	Yes	Private	Urban	84.13	27	never smoked
28,024	Male	49	0	0	Yes	Private	Rural	102.47	29.3	formerly smoked
11,730	Female	62	1	0	Yes	Govt_job	Rural	77.04	34.7	never smoked
2,549	Female	17	0	0	No	Private	Rural	83.23	null	never smoked
17,245	Female	28	0	0	Yes	Private	Rural	87.01	39.9	never smoked
70,852	Male	80	0	0	Yes	Private	Rural	56.99	26.7	never smoked
60,957	Male	45	0	0	Yes	Private	Rural	73.01	24.8	formerly smoked
19,742	Female	37	0	0	Yes	Private	Urban	106.35	29.7	never smoked
10,782	Female	3	0	0	No	children	Rural	80.63	15.9	Unknown
61,742	Male	26	0	0	No	Private	Urban	103.61	31.4	never smoked
4,808	Female	71	0	0	Yes	Self-employed	Urban	91.35	null	formerly smoked
13,571	Male	58	0	0	Yes	Govt_job	Urban	194.04	27.8	never smoked
49,928	Female	59	0	0	Yes	Govt_job	Rural	111.99	35.5	formerly smoked
52,688	Male	74	1	0	Yes	Private	Rural	57.51	31.7	smokes
24,099	Male	17	0	0	No	Private	Rural	68.49	33.2	never smoked
65,698	Female	62	0	0	Yes	Private	Urban	60.2	27.7	formerly smoked
47,885	Male	37	0	0	Yes	Self-employed	Urban	160	31.9	formerly smoked
13,948	Female	19	0	0	No	Never_worked	Urban	86.96	25.8	never smoked
17,351	Female	59	0	0	Yes	Private	Rural	237.15	27.7	never smoked
820	Female	59	1	0	Yes	Private	Rural	99.06	23.4	never smoked
55,721	Male	62	0	1	Yes	Self-employed	Urban	56.31	24.3	formerly smoked
72,310	Male	80	1	1	Yes	Self-employed	Urban	84.31	30.3	smokes
24,115	Female	54	0	0	Yes	Private	Rural	90.92	29.1	never smoked
65,766	Female	27	0	0	No	Private	Rural	104.33	20.1	never smoked
42,482	Female	4	0	0	No	children	Urban	62.61	21.2	Unknown
25,627	Male	81	1	0	Yes	Self-employed	Urban	231.19	31.6	formerly smoked
7,122	Female	41	0	0	No	Private	Rural	94.3	41.6	Unknown
48,755	Male	27	0	0	Yes	Private	Rural	104.48	36.4	smokes
33,551	Female	51	1	0	Yes	Private	Urban	72.62	30.5	never smoked
62,716	Female	59	0	0	Yes	Self-employed	Urban	81.64	32.8	Unknown
68,438	Female	51	0	0	Yes	Private	Rural	90.78	32.3	never smoked

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