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
60,056	Male	53	0	0	Yes	Private	Urban	113.21	28.6	smokes
31,156	Female	49	0	0	Yes	Private	Urban	105.99	29.8	never smoked
69,643	Male	81	0	0	Yes	Private	Rural	59.93	28.9	formerly smoked
23,171	Male	66	0	0	Yes	Private	Rural	88.83	29.1	Unknown
42,309	Female	42	0	0	Yes	Private	Urban	73.37	null	smokes
2,877	Female	61	0	0	Yes	Private	Urban	115.42	16.7	smokes
37,011	Female	52	0	0	Yes	Private	Rural	71.93	34.1	Unknown
355	Male	8	0	0	No	children	Rural	96.43	25.7	Unknown
53,252	Male	82	0	0	No	Self-employed	Urban	161.95	30.8	never smoked
3,553	Female	43	0	0	Yes	Govt_job	Urban	104.55	23.9	smokes
72,178	Female	4	0	0	No	children	Urban	71.25	18.8	Unknown
11,817	Male	58	0	0	Yes	Govt_job	Urban	160.87	null	formerly smoked
26,468	Female	45	0	0	Yes	Govt_job	Urban	82.02	41.8	smokes
13,176	Female	62	1	0	Yes	Private	Urban	78.02	36.4	never smoked
67,032	Male	42	0	0	No	Govt_job	Urban	115.21	28.7	Unknown
39,784	Female	72	0	0	Yes	Self-employed	Urban	65.12	28.3	never smoked
56,156	Other	26	0	0	No	Private	Rural	143.33	22.4	formerly smoked
15,230	Female	9	0	0	No	children	Rural	80.55	15.1	Unknown
25,218	Female	31	0	0	Yes	Govt_job	Urban	88.2	22.7	never smoked
39,637	Female	20	0	0	No	Private	Rural	147.42	26.6	Unknown
26,777	Male	22	0	0	No	Private	Rural	86.53	20.8	never smoked
60,533	Female	23	0	0	No	Private	Rural	91.95	23	Unknown
44,375	Female	57	1	0	Yes	Self-employed	Rural	63.72	35.8	smokes
49,848	Male	52	0	0	Yes	Private	Rural	63.78	29.9	never smoked
65,413	Female	64	0	0	Yes	Private	Urban	55.64	43.4	never smoked
31,161	Female	26	0	0	No	Govt_job	Urban	88.88	36.3	never smoked
61,787	Male	54	0	0	Yes	Self-employed	Urban	114.61	40.1	formerly smoked
53,482	Male	32	0	0	No	Self-employed	Rural	56.08	35.9	formerly smoked
71,387	Female	66	0	0	Yes	Govt_job	Rural	59.62	32.4	never smoked
7,577	Male	13	0	0	No	children	Urban	75.85	20.3	Unknown
34,400	Female	77	1	0	Yes	Self-employed	Rural	176.71	33.2	never smoked
45,175	Male	18	0	0	No	Private	Urban	80.07	22.3	Unknown
71,192	Male	11	0	0	No	children	Rural	56.33	18.1	Unknown
26,997	Female	16	0	0	No	Private	Urban	87.16	28.2	never smoked
33,532	Female	73	0	1	Yes	Private	Rural	102.46	29.7	never smoked
33,704	Male	44	1	0	Yes	Private	Rural	84.1	null	Unknown
51,897	Male	36	0	0	Yes	Private	Rural	161	29	smokes
43,016	Male	10	0	0	No	children	Urban	70.7	25.4	Unknown
3,370	Female	54	0	0	Yes	Private	Rural	81.26	26.5	Unknown
39,984	Female	42	0	0	Yes	Govt_job	Rural	157.67	22.7	formerly smoked
59,232	Female	52	0	0	Yes	Self-employed	Urban	89.59	27.5	Unknown
57,896	Male	32	0	0	Yes	Private	Urban	64.02	23.8	smokes
21,917	Male	43	0	0	Yes	Govt_job	Rural	110.69	35.6	Unknown
66,435	Female	28	0	0	Yes	Private	Rural	71.97	27.2	never smoked
3,442	Female	79	0	0	No	Self-employed	Rural	82.07	30.4	Unknown
48,064	Male	11	0	0	No	children	Rural	65.07	21.5	never smoked
13,358	Female	75	0	0	Yes	Self-employed	Rural	207.62	31.8	never smoked
64,986	Male	55	0	0	Yes	Private	Urban	108.64	29.5	never smoked
6,032	Male	78	0	0	Yes	Self-employed	Urban	201.58	30.6	Unknown
52,924	Female	48	0	0	Yes	Private	Urban	116.2	27.6	formerly smoked
69,979	Male	73	0	0	Yes	Self-employed	Rural	231.43	23	smokes
50,489	Female	56	0	0	Yes	Govt_job	Urban	112.62	24.8	never smoked
20,094	Male	54	1	0	Yes	Private	Urban	220.26	28	formerly smoked
16,618	Female	55	0	0	Yes	Private	Urban	84.37	22.2	Unknown
63,280	Female	65	0	0	Yes	Private	Rural	82.83	27.8	formerly smoked
14,551	Female	69	0	0	No	Private	Urban	102.48	30.2	formerly smoked
22,098	Female	29	0	0	Yes	Self-employed	Rural	69.12	26.8	never smoked
17,771	Female	64	1	0	Yes	Govt_job	Urban	211.12	22	never smoked
11,803	Female	16	0	0	No	Private	Rural	95.38	34.3	formerly smoked
34,356	Female	75	0	0	Yes	Private	Rural	108.72	29.2	formerly smoked
26,528	Female	17	0	0	No	Private	Rural	88.65	30.3	never smoked
51,554	Male	42	0	0	Yes	Private	Urban	177.91	null	Unknown
2,296	Male	78	1	0	Yes	Self-employed	Urban	90.19	null	Unknown
10,624	Male	24	0	0	Yes	Private	Rural	73.78	21.4	smokes
1,681	Female	68	0	0	No	Private	Urban	82.85	null	smokes
36,375	Male	50	0	0	Yes	Private	Rural	59.48	26.6	Unknown
8,117	Male	52	0	0	Yes	Private	Rural	75.77	30	formerly smoked
49,849	Female	82	0	0	Yes	Private	Rural	80.96	33.7	formerly smoked
19,436	Male	56	0	0	Yes	Private	Rural	82.4	30.9	smokes
10,523	Male	56	0	0	Yes	Private	Urban	78.93	31.1	Unknown
39,322	Male	18	0	0	No	Private	Urban	80.59	23	Unknown
53,265	Female	33	0	0	Yes	Self-employed	Urban	70.59	20.2	Unknown
40,379	Female	57	0	0	Yes	Private	Rural	98.57	31.6	never smoked
66,841	Male	30	0	0	No	Private	Rural	61.87	23.9	Unknown
38,900	Female	52	0	0	Yes	Private	Urban	68.88	26.1	Unknown
18,180	Female	3	0	0	No	children	Urban	66.25	15.8	Unknown
1,183	Male	39	0	0	Yes	Private	Rural	84.18	null	smokes
22,964	Male	44	0	0	Yes	Govt_job	Rural	69.23	28.7	smokes
64,597	Female	33	0	0	Yes	Private	Rural	73.2	28.9	Unknown
23,893	Male	24	0	0	Yes	Private	Urban	103.45	25.1	smokes
51,564	Female	24	0	0	No	Govt_job	Urban	104.86	19.8	never smoked
14,410	Male	54	0	1	Yes	Govt_job	Urban	90.3	30.8	smokes
4,964	Female	72	1	0	Yes	Private	Rural	90.87	22.1	never smoked
15,020	Female	37	0	0	No	Govt_job	Rural	76.21	20.4	Unknown
27,380	Female	36	0	0	Yes	Private	Rural	74.14	31.2	formerly smoked
21,523	Female	22	0	0	No	Govt_job	Urban	87.25	24.9	smokes
8,819	Female	68	0	0	Yes	Govt_job	Rural	215.33	27	formerly smoked
68,408	Male	24	0	0	No	Private	Urban	88.38	20.1	smokes
8,976	Female	35	0	0	Yes	Private	Rural	104.4	24.4	never smoked
22,290	Female	32	0	0	Yes	Private	Urban	104.92	22.6	never smoked
7,700	Female	52	0	0	Yes	Private	Urban	106.54	22.4	never smoked
40,503	Male	21	0	0	No	Private	Rural	62.91	26.2	never smoked
47,917	Female	82	1	0	No	Private	Rural	61.47	22.9	never smoked
30,303	Male	33	0	0	No	Private	Rural	88.5	32.6	formerly smoked
63,864	Male	62	0	0	Yes	Private	Rural	107.61	31.3	Unknown
24,177	Female	57	1	0	Yes	Private	Urban	90.77	43.9	formerly smoked
57,274	Male	14	0	0	No	Never_worked	Urban	137.91	41.8	never smoked
37,213	Male	60	0	0	Yes	Self-employed	Rural	212.02	null	Unknown
59,992	Female	63	1	0	Yes	Self-employed	Urban	228.2	37.7	never smoked
27,382	Female	50	0	0	Yes	Govt_job	Urban	92.15	20.8	never smoked

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