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
51,024	Female	24	0	0	Yes	Private	Urban	105.26	26.1	never smoked
60,774	Male	1.88	0	0	No	children	Rural	68.35	19.1	Unknown
35,039	Female	28	0	0	No	Private	Rural	99.07	17.6	never smoked
46,141	Female	24	0	0	No	Private	Rural	147.74	21.4	Unknown
54,240	Female	30	0	0	Yes	Govt_job	Urban	61.29	24	Unknown
15,929	Male	38	0	0	Yes	Govt_job	Rural	98.92	25.5	never smoked
19,849	Female	1.64	0	0	No	children	Urban	90.74	19.9	Unknown
43,282	Male	0.72	0	0	No	children	Rural	159.79	19.9	Unknown
50,372	Male	57	0	0	Yes	Private	Rural	233.47	35.5	never smoked
5,834	Female	27	0	0	No	Govt_job	Urban	85.53	26.9	smokes
69,847	Female	30	0	0	Yes	Self-employed	Urban	76.7	24.2	never smoked
67,277	Male	42	0	0	Yes	Private	Rural	67.87	30	never smoked
41,181	Male	36	0	0	Yes	Private	Urban	77.26	30.9	never smoked
36,388	Male	44	1	0	Yes	Private	Rural	91.28	26.5	never smoked
49,272	Male	59	0	0	Yes	Govt_job	Urban	129.19	30.6	never smoked
52,024	Female	61	0	0	Yes	Govt_job	Urban	97.86	19.1	formerly smoked
58,508	Female	18	0	0	No	Govt_job	Rural	112.33	23.2	formerly smoked
64,159	Female	44	0	0	Yes	Private	Rural	110.41	30.5	smokes
29,453	Male	16	0	0	No	children	Rural	91.58	15.8	Unknown
52,838	Male	13	0	0	No	children	Urban	58.86	16.9	never smoked
43,024	Male	9	0	0	No	children	Rural	76.88	18	Unknown
8,247	Male	0.16	0	0	No	children	Urban	109.52	13.9	Unknown
42,159	Female	81	1	0	Yes	Self-employed	Urban	181.23	36.7	never smoked
37,761	Female	38	0	0	Yes	Private	Urban	103.58	30.8	formerly smoked
27,624	Female	58	0	0	Yes	Self-employed	Rural	81.96	34.6	never smoked
40,242	Male	5	0	0	No	children	Rural	104.55	16.3	Unknown
4,383	Female	64	0	0	Yes	Govt_job	Urban	76.12	38.2	formerly smoked
58,577	Female	38	0	0	Yes	Govt_job	Rural	64.27	27.3	never smoked
59,916	Female	56	0	0	Yes	Private	Rural	200.98	30.4	smokes
44,526	Male	58	0	0	Yes	Govt_job	Urban	101.96	34.5	never smoked
12,990	Male	9	0	0	No	children	Rural	84.17	17.4	Unknown
14,414	Female	34	0	0	Yes	Private	Rural	85.79	32	never smoked
46,343	Female	79	0	0	Yes	Private	Urban	71.46	33.4	Unknown
29,539	Male	62	1	0	Yes	Self-employed	Rural	95.49	40.2	smokes
10,924	Female	60	0	0	Yes	Private	Rural	87.62	30.1	smokes
30,248	Female	42	0	0	No	Private	Rural	118.55	46.2	smokes
39,769	Female	59	0	0	Yes	Self-employed	Urban	82.14	35.6	smokes
28,778	Female	54	0	0	Yes	Private	Urban	219.67	29.4	smokes
65,257	Male	59	0	0	Yes	Private	Urban	135.84	27.3	never smoked
7,233	Male	15	0	0	No	children	Rural	74.83	17.4	Unknown
67,773	Female	14	0	0	No	children	Urban	60.37	26.9	Unknown
14,993	Male	5	0	0	No	children	Rural	67.28	17.7	Unknown
59,054	Male	17	0	0	No	Private	Rural	77.79	23.6	Unknown
22,554	Female	13	0	0	No	children	Rural	88.51	27.7	Unknown
72,512	Female	48	0	0	Yes	Self-employed	Urban	90.38	38	smokes
56,195	Male	37	0	0	Yes	Govt_job	Urban	156.69	35.2	never smoked
7,524	Female	69	0	1	Yes	Private	Urban	207.6	null	never smoked
45,795	Female	74	0	0	Yes	Private	Urban	158.9	32.4	formerly smoked
64,433	Male	54	0	0	Yes	Private	Urban	247.97	36.1	formerly smoked
70,106	Female	64	0	1	Yes	Private	Rural	114.71	30.6	never smoked
50,072	Female	26	0	0	No	Private	Rural	58.55	29	never smoked
52,530	Male	55	0	0	Yes	Govt_job	Urban	231.15	22.3	never smoked
768	Female	74	0	0	Yes	Self-employed	Urban	68.18	27.3	formerly smoked
40,255	Female	0.48	0	0	No	children	Rural	118.75	17.4	Unknown
50,073	Female	41	0	1	No	Private	Rural	186.54	39	formerly smoked
52,439	Male	68	0	1	Yes	Private	Rural	96.14	26.7	never smoked
65,379	Male	9	0	0	No	children	Urban	69.52	24.2	Unknown
38,605	Female	36	0	0	Yes	Private	Rural	101.93	22.8	smokes
35,772	Male	17	0	0	No	Private	Urban	71.58	25.6	Unknown
38,014	Male	24	0	0	Yes	Private	Urban	83.1	21.9	smokes
68,330	Female	69	0	0	Yes	Self-employed	Rural	110.96	25.9	never smoked
47,271	Male	38	0	0	Yes	Govt_job	Urban	122.83	30.6	Unknown
26,330	Female	69	0	0	Yes	Private	Urban	91.65	25.7	formerly smoked
24,022	Female	32	0	0	No	Private	Urban	84.1	33.3	Unknown
45,622	Female	25	0	0	No	Private	Rural	118.85	23.8	smokes
60,732	Male	2	0	0	No	children	Urban	89.32	17.2	Unknown
53,694	Male	79	0	0	No	Self-employed	Urban	128.72	31	Unknown
11,280	Female	28	0	0	Yes	Private	Urban	98.05	24.7	never smoked
28,734	Female	16	0	0	No	Never_worked	Urban	102.1	27.1	never smoked
12,693	Male	31	0	0	Yes	Private	Urban	108.62	null	smokes
17,683	Male	66	0	0	Yes	Self-employed	Urban	96.19	38.3	smokes
36,155	Female	57	1	0	Yes	Private	Urban	98.07	50.9	formerly smoked
31,390	Female	61	0	0	Yes	Private	Rural	71.4	29.2	formerly smoked
10,636	Female	74	0	0	Yes	Self-employed	Rural	82.27	23.6	formerly smoked
71,659	Female	70	0	0	Yes	Govt_job	Rural	158.33	33.5	never smoked
52,305	Female	8	0	0	No	children	Rural	102.5	16.3	Unknown
9,602	Female	49	0	0	Yes	Private	Urban	72.18	30.8	Unknown
68,407	Male	30	0	0	Yes	Govt_job	Urban	95.94	31.1	never smoked
72,011	Male	51	0	0	No	Self-employed	Rural	87.15	26.4	formerly smoked
40,568	Female	10	0	0	No	children	Urban	82.59	18.6	formerly smoked
50,206	Female	34	0	0	Yes	Private	Rural	89.31	37.3	formerly smoked
41,191	Male	40	0	0	Yes	Private	Rural	64.84	26.6	never smoked
7,129	Male	3	0	0	No	children	Urban	107.52	17.6	Unknown
45,485	Female	45	0	0	Yes	Self-employed	Urban	92.76	22.3	Unknown
32,023	Male	4	0	0	No	children	Urban	79.16	20.2	Unknown
33,064	Male	52	0	1	Yes	Private	Urban	87	30.9	never smoked
60,896	Male	68	0	1	Yes	Private	Rural	145.25	31.5	never smoked
2,109	Female	8	0	0	No	children	Urban	125.14	29.7	Unknown
27,705	Female	82	0	1	Yes	Self-employed	Rural	88.6	32.5	Unknown
36,850	Male	36	0	0	Yes	Govt_job	Urban	57.59	32.8	Unknown
52,500	Female	42	0	0	Yes	Govt_job	Urban	59.43	25.4	never smoked
43,698	Female	27	0	0	No	Govt_job	Rural	65.43	27.2	Unknown
49,901	Male	55	0	0	Yes	Govt_job	Urban	154.03	31.6	smokes
69,120	Female	31	0	0	Yes	Self-employed	Rural	139.81	39.6	never smoked
25,510	Male	82	0	0	Yes	Self-employed	Urban	111.81	19.8	formerly smoked
60,416	Female	57	0	0	Yes	Self-employed	Urban	106.84	29.6	never smoked
15,135	Female	78	0	1	Yes	Private	Rural	221.06	25.5	formerly smoked
34,660	Male	55	0	0	Yes	Self-employed	Urban	69.97	25.8	formerly smoked
11,713	Male	51	0	0	Yes	Private	Rural	77.07	32.1	formerly smoked
40,704	Male	80	0	0	No	Private	Urban	59.49	25.6	Unknown

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