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
13,993	Female	19	0	0	No	Private	Urban	76.57	26.6	Unknown
18,876	Female	28	0	0	Yes	Private	Urban	69.5	24.5	never smoked
22,865	Female	61	0	0	Yes	Private	Rural	219.38	null	never smoked
365	Female	44	1	0	Yes	Private	Rural	69.48	41.3	never smoked
37,631	Male	50	0	0	Yes	Govt_job	Urban	89.18	34.8	smokes
5,500	Female	50	0	1	Yes	Govt_job	Urban	68.09	35.5	smokes
53,217	Female	18	0	0	No	Private	Rural	92.71	24.1	Unknown
56,712	Male	1.64	0	0	No	children	Rural	56.21	19	Unknown
10,055	Female	37	0	0	No	Govt_job	Rural	72.08	null	formerly smoked
4,959	Female	5	0	0	No	children	Urban	82.56	16.6	Unknown
22,155	Female	39	0	0	Yes	Private	Urban	78.24	28.6	Unknown
22,860	Female	65	0	0	Yes	Govt_job	Rural	84.66	22.4	never smoked
6,960	Female	26	0	0	No	Govt_job	Urban	90.35	38.6	Unknown
57,209	Male	42	0	0	Yes	Govt_job	Rural	68.12	32	Unknown
66,581	Female	34	0	0	Yes	Private	Rural	59.14	40.1	never smoked
17,347	Female	45	0	0	Yes	Govt_job	Urban	85.64	32	formerly smoked
58,422	Male	43	0	0	Yes	Govt_job	Rural	56.08	23.9	Unknown
19,043	Female	40	0	0	No	Private	Rural	99	25	never smoked
52,897	Male	35	0	0	No	Private	Urban	93.6	28.5	smokes
16,329	Female	2	0	0	No	children	Urban	105.75	19.8	Unknown
40,353	Female	61	0	0	Yes	Private	Urban	114.09	25.7	never smoked
56,778	Male	64	1	0	Yes	Private	Urban	57.42	28	smokes
41,153	Female	32	0	0	Yes	Private	Urban	100.01	37.2	never smoked
63,725	Male	23	0	0	No	Private	Urban	62	24.8	formerly smoked
19,675	Female	51	0	0	Yes	Self-employed	Rural	103.61	39.2	never smoked
72,784	Female	52	0	0	Yes	Private	Rural	118.46	61.6	smokes
8,541	Female	75	0	0	Yes	Govt_job	Rural	94.77	27.2	never smoked
45,565	Female	40	0	0	Yes	Private	Urban	72.12	38	never smoked
36,431	Male	39	0	0	Yes	Govt_job	Rural	155.23	36.2	never smoked
6,171	Male	6	0	0	No	children	Urban	90.6	16.6	Unknown
29,419	Female	32	0	0	Yes	Private	Urban	81.92	38	never smoked
65,673	Female	55	0	0	No	Self-employed	Rural	67.1	31.4	never smoked
64,662	Female	23	0	0	No	Private	Rural	58.01	35.3	never smoked
51,693	Female	52	0	0	Yes	Private	Rural	173.9	35.8	never smoked
50,495	Male	58	1	0	Yes	Private	Rural	106.27	28.6	never smoked
37,086	Male	17	0	0	No	Private	Rural	60.57	34	Unknown
71,396	Male	3	0	0	No	children	Urban	105.34	15.5	Unknown
27,854	Female	23	0	0	No	Private	Rural	96.28	31.1	never smoked
53,759	Male	56	0	0	Yes	Self-employed	Urban	122.73	37.5	formerly smoked
14,407	Male	45	0	0	No	Self-employed	Urban	104.12	37.7	Unknown
887	Female	14	0	0	No	Private	Urban	69.74	24.2	formerly smoked
13,328	Female	45	0	0	Yes	Private	Rural	106.95	33.4	Unknown
62,507	Female	57	0	0	Yes	Private	Urban	94.63	33	never smoked
51,797	Female	35	0	0	Yes	Private	Urban	86.97	25.7	Unknown
61,536	Female	8	0	0	No	children	Rural	76.12	19.4	Unknown
71,221	Female	42	0	0	Yes	Govt_job	Urban	99.94	33.4	never smoked
6,948	Male	8	0	0	No	children	Urban	91.53	18	Unknown
66,083	Male	62	0	0	Yes	Private	Rural	145.46	40.1	never smoked
21,238	Female	43	0	0	Yes	Private	Urban	74.86	26.9	never smoked
70,992	Female	8	0	0	No	children	Urban	74.42	22.5	Unknown
20,376	Male	40	0	0	Yes	Self-employed	Urban	70.07	27.6	smokes
6,613	Male	2	0	0	No	children	Urban	89.85	23.3	Unknown
27,818	Female	27	0	0	No	Private	Rural	104.21	35.7	never smoked
3,062	Female	47	0	0	Yes	Self-employed	Rural	157.77	28.4	never smoked
11,692	Female	53	0	0	No	Govt_job	Urban	101.81	29.4	smokes
25,070	Male	62	0	0	Yes	Govt_job	Rural	103	31.9	Unknown
39,556	Male	50	0	0	Yes	Self-employed	Urban	101.85	25.1	smokes
18,437	Male	26	0	0	No	Private	Urban	85.92	35.6	smokes
59,540	Female	19	0	0	No	Private	Rural	56.85	21.1	never smoked
13,857	Male	0.32	0	0	No	children	Urban	89.04	17.8	Unknown
57,924	Female	45	0	0	Yes	Govt_job	Rural	63.01	31.5	never smoked
38,069	Male	45	0	0	Yes	Private	Rural	65.48	26.6	Unknown
48,871	Female	54	0	0	Yes	Private	Rural	68.6	44.8	smokes
63,420	Male	64	1	0	Yes	Private	Urban	81.68	31.3	formerly smoked
67,665	Male	2	0	0	No	children	Urban	65.21	17.2	Unknown
50,638	Female	66	0	0	Yes	Govt_job	Urban	72.53	25.3	smokes
43,892	Female	73	0	0	Yes	Private	Rural	81.78	28.8	never smoked
9,335	Female	31	0	0	No	Private	Rural	116.85	49.9	smokes
38,830	Female	1.88	0	0	No	children	Rural	80.83	18	Unknown
14,019	Female	58	0	0	Yes	Private	Urban	96.21	23.5	never smoked
65,888	Male	12	0	0	No	children	Rural	117.04	18.1	Unknown
62,986	Female	60	1	0	Yes	Private	Rural	78.26	41.7	formerly smoked
61,409	Male	32	1	0	No	Govt_job	Urban	58.24	null	formerly smoked
72,041	Male	23	0	0	No	Private	Urban	82.53	20.7	smokes
51,584	Male	26	0	0	No	Private	Urban	71.25	30.3	smokes
56,476	Male	36	0	0	Yes	Private	Rural	129.73	27.8	never smoked
51,740	Female	3	0	0	No	children	Urban	115.47	18.9	Unknown
45,983	Male	21	0	0	No	Private	Urban	56.79	20.4	Unknown
16,079	Female	67	0	0	Yes	Private	Urban	100.16	31.8	Unknown
24,920	Female	35	0	0	Yes	Govt_job	Rural	97.6	44.8	smokes
72,818	Female	26	0	0	No	Private	Rural	90.54	37.1	Unknown
65,944	Female	47	0	0	Yes	Self-employed	Urban	105.88	39.9	smokes
63,836	Male	81	1	1	Yes	Govt_job	Rural	217.94	24.1	formerly smoked
46,729	Female	1.64	0	0	No	children	Urban	69.89	18.1	Unknown
44,642	Male	52	0	0	Yes	Govt_job	Urban	93.28	36.3	never smoked
70,693	Female	28	0	1	Yes	Private	Rural	111.27	19.1	smokes
54,065	Female	45	0	0	Yes	Private	Urban	91.04	21.1	never smoked
9,926	Male	20	0	0	No	Private	Urban	87.2	28.9	smokes
29,201	Male	1.56	0	0	No	children	Rural	109.12	18.9	Unknown
33,308	Female	65	0	0	No	Private	Urban	216.64	43.3	formerly smoked
15,937	Male	45	1	0	Yes	Self-employed	Rural	74.28	37.2	formerly smoked
53,748	Male	77	0	0	Yes	Self-employed	Urban	57.6	32.2	Unknown
47,803	Male	37	0	0	Yes	Govt_job	Urban	173.97	26.3	Unknown
41,554	Female	50	0	0	Yes	Private	Rural	65.25	25.4	smokes
69,435	Female	0.56	0	0	No	children	Urban	80.92	18.3	Unknown
41,049	Female	30	0	0	Yes	Private	Rural	124.37	21.4	never smoked
13,859	Female	31	0	0	No	Private	Urban	102.39	22.9	smokes
24,257	Male	4	0	0	No	children	Rural	90.42	16.2	Unknown
14,417	Male	65	1	0	Yes	Private	Rural	79.17	29.6	Unknown
45,260	Female	68	0	0	Yes	Self-employed	Urban	71.08	21.5	never smoked

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