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
44,391	Male	54	0	0	Yes	Private	Urban	65.69	21.4	never smoked
12,741	Female	25	0	0	Yes	Private	Rural	97.52	45.5	formerly smoked
15,418	Female	80	0	0	Yes	Self-employed	Rural	90.43	34.2	never smoked
69,482	Female	31	0	0	Yes	Govt_job	Urban	81.71	32.7	Unknown
32,270	Male	53	0	0	Yes	Private	Rural	198.24	38.1	never smoked
50,983	Male	35	0	0	Yes	Private	Rural	90.51	26.7	never smoked
6,493	Male	31	0	0	No	Private	Urban	97.78	22.6	smokes
45,399	Male	60	0	0	Yes	Private	Urban	80.74	27.7	Unknown
67,099	Male	0.56	0	0	No	children	Rural	57.02	20.7	Unknown
19,585	Female	21	0	0	No	Private	Rural	93	25.7	never smoked
26,247	Female	78	0	0	Yes	Private	Rural	95.37	17.3	Unknown
25,818	Male	59	0	0	Yes	Govt_job	Rural	96.25	23.3	formerly smoked
34,261	Male	0.64	0	0	No	children	Rural	86.74	16.2	Unknown
64,128	Male	10	0	0	No	children	Urban	63.08	20.5	smokes
62,817	Male	60	0	0	Yes	Private	Urban	129.16	33.6	smokes
69,339	Male	11	0	0	No	children	Urban	99.79	20.2	Unknown
25,919	Male	48	1	0	Yes	Self-employed	Urban	83.34	49.3	never smoked
71,978	Female	50	0	0	Yes	Private	Urban	95.01	26.2	formerly smoked
1,473	Male	69	1	0	Yes	Private	Urban	229.21	30.1	smokes
66,546	Female	20	0	0	No	Private	Urban	80.08	25.1	never smoked
56,584	Female	22	0	0	No	Private	Rural	62	32.7	smokes
38,316	Male	55	0	0	Yes	Private	Rural	118.69	26.4	Unknown
15,647	Female	57	0	0	No	Private	Rural	77.57	21	Unknown
59,933	Female	29	0	0	No	Private	Rural	108.75	24.1	Unknown
3,429	Female	32	0	0	No	Govt_job	Urban	108.23	20.4	Unknown
60,963	Female	54	0	0	Yes	Private	Rural	151.33	30.9	formerly smoked
67,689	Male	37	0	0	Yes	Self-employed	Rural	82.43	39.1	Unknown
31,689	Female	58	0	0	Yes	Private	Rural	107.17	27.7	Unknown
23,240	Female	41	0	0	Yes	Private	Rural	91.46	29.5	never smoked
30,850	Male	72	0	0	Yes	Private	Urban	81.05	30.3	Unknown
38,920	Male	0.48	0	0	No	children	Urban	73.02	null	Unknown
66,080	Female	32	0	0	No	Private	Urban	114.37	37.8	Unknown
57,263	Female	54	0	0	Yes	Private	Urban	100.29	30.2	never smoked
60,126	Female	79	0	0	Yes	Private	Urban	68.37	24.2	smokes
64,393	Male	56	0	0	No	Self-employed	Rural	87.95	25.2	never smoked
69,285	Female	45	0	0	Yes	Private	Urban	73.27	22.2	smokes
24,428	Male	6	0	0	No	children	Rural	131.43	17.7	Unknown
59,642	Female	45	0	0	Yes	Private	Urban	107.29	29.6	never smoked
12,064	Male	60	0	0	Yes	Private	Rural	68.24	32.2	Unknown
59,737	Female	65	0	0	Yes	Private	Urban	74.01	28.7	smokes
19,352	Female	57	0	0	Yes	Private	Urban	95.4	19.5	Unknown
61,903	Male	58	0	0	No	Govt_job	Rural	95.75	38.5	smokes
47,701	Male	8	0	0	No	children	Urban	104.51	20.6	Unknown
15,225	Male	18	0	0	No	Private	Rural	108.87	21.5	Unknown
66,431	Male	49	0	0	Yes	Private	Urban	209.06	43.8	Unknown
57,236	Male	2	0	0	No	children	Rural	86.57	18	Unknown
48,453	Female	52	0	0	Yes	Private	Urban	120.25	28.2	Unknown
8,031	Female	63	0	0	Yes	Self-employed	Rural	85.51	26.6	smokes
39,139	Female	57	0	0	Yes	Private	Rural	84.18	35.5	never smoked
4,838	Female	50	0	0	Yes	Govt_job	Urban	82.37	30.7	never smoked
22,689	Male	12	0	0	No	children	Rural	96.15	18.7	Unknown
37,752	Female	35	0	0	Yes	Private	Rural	74.55	22.4	never smoked
32,320	Female	35	0	0	Yes	Self-employed	Urban	114.45	25.2	smokes
14,889	Male	64	0	0	Yes	Govt_job	Rural	113.68	24.2	never smoked
13,964	Female	42	0	0	Yes	Private	Rural	107.91	20.5	never smoked
31,746	Female	62	0	0	Yes	Private	Rural	83.85	24.5	never smoked
17,492	Female	3	0	0	No	children	Urban	101.3	24.8	Unknown
1,499	Female	43	0	0	Yes	Govt_job	Rural	72.13	42.6	never smoked
34,396	Female	52	1	0	Yes	Private	Urban	94.98	23.8	never smoked
36,750	Male	64	1	0	Yes	Private	Rural	228.42	42.3	formerly smoked
68,816	Male	59	0	0	Yes	Private	Rural	93.9	42.2	never smoked
16,129	Female	81	0	0	Yes	Self-employed	Urban	93.13	26.1	Unknown
64,006	Female	15	0	0	No	Private	Urban	121.6	22.8	never smoked
51,845	Male	50	0	0	Yes	Govt_job	Rural	84.4	42.3	formerly smoked
30,692	Male	73	0	0	Yes	Private	Rural	82.13	28.5	never smoked
65,712	Male	19	0	0	No	Private	Urban	73.33	23	never smoked
42,161	Female	30	0	0	Yes	Private	Urban	75.88	32.8	Unknown
16,938	Female	40	0	0	Yes	Self-employed	Rural	212.97	49.8	formerly smoked
16,113	Female	47	0	0	Yes	Govt_job	Rural	100.41	23.8	never smoked
29,388	Female	66	0	0	Yes	Private	Urban	202.05	31.7	smokes
65,109	Male	47	0	0	Yes	Private	Urban	71.42	34.9	smokes
61,242	Female	41	1	0	Yes	Govt_job	Rural	107.5	54	never smoked
65,252	Female	63	0	0	Yes	Govt_job	Rural	55.57	26.8	formerly smoked
49,615	Female	12	0	0	No	children	Urban	58.14	21.3	never smoked
63,511	Male	1.32	0	0	No	children	Rural	78.53	19.8	Unknown
14,089	Female	46	0	0	Yes	Private	Urban	78.79	42.4	smokes
16,987	Female	8	0	0	No	children	Urban	96.62	16.4	Unknown
53,399	Male	74	0	0	Yes	Private	Rural	65.28	28.2	never smoked
36,946	Male	74	0	0	Yes	Private	Rural	92.67	26.3	formerly smoked
55,522	Female	4	0	0	No	children	Rural	206.25	17	Unknown
27,954	Female	26	0	0	No	Private	Urban	114.18	23.3	never smoked
5,355	Male	63	0	0	Yes	Govt_job	Rural	231.69	56.1	formerly smoked
69,069	Female	48	0	1	No	Private	Rural	101.89	25.1	smokes
11,539	Female	24	1	0	No	Private	Urban	107.22	35.3	smokes
16,847	Male	47	0	0	No	Private	Rural	101.99	36.3	never smoked
15,873	Male	70	0	0	Yes	Private	Rural	72.56	30.4	formerly smoked
15,415	Male	41	1	1	Yes	Private	Urban	94.47	43.9	never smoked
22,891	Female	42	0	0	Yes	Self-employed	Urban	98.76	26.4	smokes
7,394	Female	57	1	0	No	Private	Rural	116.93	28.3	never smoked
29,915	Female	51	0	0	No	Private	Rural	219.96	42.3	never smoked
62,607	Male	15	0	0	No	Private	Urban	75.77	38	never smoked
24,404	Male	11	0	0	No	children	Urban	124.35	32.7	Unknown
69,666	Female	27	0	0	Yes	Self-employed	Urban	88.97	28.8	never smoked
54,997	Female	53	0	0	Yes	Self-employed	Rural	72.49	38.5	never smoked
6,199	Female	52	0	0	Yes	Govt_job	Rural	107.27	30.1	Unknown
4,635	Female	68	0	0	Yes	Private	Rural	97.96	31.3	never smoked
3,305	Male	65	0	0	Yes	Private	Urban	197.69	28.4	smokes
24,342	Female	23	0	0	No	Private	Rural	112.3	26.6	Unknown
65,093	Female	43	0	0	Yes	Self-employed	Urban	75.77	20.4	formerly smoked
46,261	Male	55	0	0	Yes	Private	Urban	76.51	34.7	Unknown

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