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
34,668	Female	56	0	0	Yes	Private	Urban	77.49	36	formerly smoked
68,483	Female	60	0	0	Yes	Private	Urban	65.38	41.2	formerly smoked
6,072	Female	57	0	0	Yes	Private	Urban	94.18	27.1	never smoked
51,112	Male	29	0	0	Yes	Self-employed	Urban	118.7	33.2	Unknown
69,673	Female	76	0	0	Yes	Govt_job	Urban	96.29	25.4	smokes
71,238	Male	52	1	0	Yes	Private	Rural	74.64	30.7	smokes
63,958	Female	42	0	0	Yes	Private	Urban	96.99	34.8	formerly smoked
34,511	Female	71	0	0	Yes	Private	Rural	100.61	19.2	Unknown
24,892	Male	64	0	0	Yes	Private	Rural	97.08	31.7	Unknown
29,496	Female	39	0	0	Yes	Private	Rural	84.79	35.7	never smoked
19,939	Female	46	0	0	Yes	Private	Rural	78.75	37.8	formerly smoked
27,832	Female	51	0	0	Yes	Private	Rural	82.93	29.7	smokes
27,757	Male	31	0	0	Yes	Private	Urban	88.78	35.8	smokes
31,279	Male	22	0	0	No	Private	Urban	122.1	23.6	smokes
25,099	Male	41	0	0	No	Govt_job	Rural	74.81	39.7	smokes
67,733	Female	28	0	0	Yes	Private	Urban	183.45	40.5	smokes
9,201	Female	44	0	0	Yes	Self-employed	Urban	114.94	21.4	never smoked
33,123	Female	68	0	0	Yes	Self-employed	Rural	104.38	40.8	formerly smoked
21,713	Male	49	0	0	Yes	Private	Urban	102.91	24.7	Unknown
22,622	Male	10	0	0	No	children	Rural	108.79	21	Unknown
6,726	Female	31	0	0	Yes	Private	Urban	73.31	45	never smoked
17,242	Male	67	0	0	Yes	Self-employed	Urban	68.52	26.2	never smoked
16,380	Male	40	0	0	Yes	Private	Rural	89.77	null	smokes
9,729	Male	70	0	0	Yes	Private	Urban	102.64	28.3	never smoked
56,974	Female	38	0	0	Yes	Govt_job	Urban	70.92	41.6	never smoked
29,933	Female	5	0	0	No	children	Rural	86.11	19	Unknown
65,574	Female	54	0	0	Yes	Private	Urban	129.16	32.4	never smoked
17,019	Female	30	0	0	Yes	Govt_job	Urban	113.85	34	never smoked
41,800	Female	23	0	0	Yes	Private	Rural	79.35	39.4	formerly smoked
7,621	Female	31	0	0	Yes	Private	Rural	80.79	28.7	Unknown
6,855	Male	72	1	0	Yes	Self-employed	Urban	114.01	31.8	formerly smoked
5,374	Male	23	0	0	No	Private	Rural	93.74	31.2	never smoked
31,564	Female	25	0	0	Yes	Private	Rural	90.65	20.9	Unknown
26,028	Male	51	0	0	Yes	Private	Urban	98.41	32.1	never smoked
71,808	Female	20	0	0	No	Private	Urban	127.18	31	Unknown
56,998	Female	12	0	0	No	children	Urban	138.06	23.1	Unknown
14,712	Male	57	0	0	Yes	Private	Urban	89.44	26.7	never smoked
23,094	Male	65	0	0	Yes	Self-employed	Urban	105.61	27.9	Unknown
43,134	Female	16	0	0	No	Private	Rural	155.43	27.3	never smoked
40,622	Female	43	0	0	Yes	Private	Rural	80.83	51.5	Unknown
39,383	Female	30	0	0	Yes	Private	Urban	80.19	20.4	never smoked
63,606	Male	29	0	0	Yes	Govt_job	Urban	60.34	29.6	formerly smoked
46,438	Female	54	0	0	Yes	Self-employed	Urban	79.3	30.6	formerly smoked
65,144	Female	57	0	0	Yes	Self-employed	Urban	98.44	33.6	Unknown
545	Male	42	0	0	Yes	Private	Rural	210.48	71.9	never smoked
36,331	Male	18	0	0	No	Private	Rural	70.34	24.2	Unknown
42,359	Male	9	0	0	No	children	Urban	122.22	17.7	Unknown
20,751	Female	26	0	0	Yes	Private	Rural	75.29	22.6	smokes
34,641	Male	40	0	0	No	Private	Rural	100.35	28.1	never smoked
15,791	Male	77	0	0	Yes	Private	Urban	193.83	26.5	never smoked
68,241	Female	15	0	0	No	children	Urban	126.96	28.7	Unknown
67,780	Female	76	0	0	Yes	Private	Urban	183.34	39.5	formerly smoked
68,275	Male	52	0	0	Yes	Private	Urban	247.69	35.1	Unknown
13,129	Female	55	0	0	Yes	Self-employed	Rural	76.2	27.9	never smoked
60,902	Male	5	0	0	No	children	Rural	71.43	19.3	Unknown
37,629	Female	55	0	0	No	Private	Rural	93.36	28.4	never smoked
58,439	Male	36	0	0	No	Private	Urban	61.29	26.7	never smoked
62,936	Male	46	0	0	Yes	Private	Urban	103.62	40.9	Unknown
29,010	Male	5	0	0	No	children	Rural	100.52	17.2	Unknown
36,561	Female	39	0	0	Yes	Govt_job	Rural	191.47	28.3	never smoked
44,912	Male	12	0	0	No	children	Urban	67.06	16.1	Unknown
59,829	Male	67	0	1	Yes	Private	Urban	144.1	27.6	never smoked
45,238	Female	1.8	0	0	No	children	Urban	58.26	16.5	Unknown
47,811	Female	72	0	0	Yes	Self-employed	Urban	239.82	35.8	never smoked
61,511	Female	0.32	0	0	No	children	Rural	73.71	16.2	Unknown
55,424	Female	64	1	0	Yes	Private	Rural	88.53	24.6	never smoked
36,942	Male	27	0	0	No	Private	Urban	114.79	32	Unknown
61,697	Male	25	0	0	No	Private	Rural	113.8	35.3	formerly smoked
55,138	Female	81	0	0	No	Self-employed	Urban	71.91	19.2	Unknown
39,399	Female	32	0	0	No	Self-employed	Urban	65.3	40.4	never smoked
17,148	Male	57	0	0	Yes	Private	Urban	189.57	30.7	never smoked
721	Female	52	1	0	Yes	Self-employed	Urban	114.25	24.3	formerly smoked
40,448	Male	54	0	0	Yes	Private	Urban	81.26	26.4	formerly smoked
58,007	Female	36	0	0	Yes	Private	Urban	87.88	34.7	smokes
15,095	Male	18	0	0	No	Private	Urban	112.17	31.7	Unknown
11,960	Male	45	0	0	Yes	Private	Rural	99.97	35.6	never smoked
56,179	Male	29	0	0	No	Private	Urban	207.58	22.8	smokes
24,592	Female	51	1	0	Yes	Private	Urban	109.16	28	smokes
67,744	Female	23	0	0	No	Private	Urban	74.46	35.6	formerly smoked
8,328	Female	54	0	0	Yes	Private	Rural	118.51	40.6	never smoked
32,437	Female	54	0	0	Yes	Self-employed	Urban	107.47	29.3	formerly smoked
44,315	Male	18	0	0	No	Self-employed	Rural	182.86	21	Unknown
68,245	Female	26	0	0	Yes	Private	Rural	59.17	20	Unknown
25,483	Male	72	0	0	Yes	Private	Rural	215.64	26.7	formerly smoked
47,732	Male	5	0	0	No	children	Rural	163.7	18.4	Unknown
50,118	Female	65	0	1	Yes	Private	Rural	196.36	34.5	formerly smoked
55,420	Female	42	0	0	No	Private	Rural	139.77	27.7	Unknown
55,709	Female	47	0	0	Yes	Self-employed	Urban	141.23	21.1	never smoked
15,311	Female	24	0	0	Yes	Private	Urban	89.99	24.4	formerly smoked
53,660	Male	57	0	0	Yes	Private	Urban	108.53	19.4	smokes
56,553	Male	51	0	0	Yes	Private	Urban	63.61	42.3	Unknown
30,480	Male	48	0	0	Yes	Private	Urban	85.54	32.2	smokes
31,988	Female	56	0	0	Yes	Private	Urban	100.83	26.8	never smoked
59,807	Female	30	0	0	Yes	Private	Urban	59.82	25.4	never smoked
45,585	Female	63	1	0	Yes	Private	Urban	105.95	23.5	smokes
39,639	Female	46	0	0	Yes	Private	Rural	188.11	50.2	smokes
52,063	Female	53	0	0	Yes	Self-employed	Urban	71.15	26.1	formerly smoked
40,639	Female	1.08	0	0	No	children	Rural	60.53	17.5	Unknown
31,090	Male	15	0	0	No	children	Rural	205.5	24.2	never smoked
64,174	Female	59	1	0	Yes	Private	Urban	204.86	30.8	never smoked

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