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
50,216	Male	44	1	0	Yes	Self-employed	Rural	188.13	44.7	formerly smoked
59,506	Male	14	0	0	No	Private	Rural	164.7	26.3	Unknown
43,397	Male	81	0	1	Yes	Self-employed	Rural	68.27	25	Unknown
62,384	Male	52	0	1	No	Self-employed	Rural	79.81	null	formerly smoked
10,651	Male	54	1	0	Yes	Govt_job	Rural	100.12	32.3	formerly smoked
69,750	Female	77	0	0	Yes	Self-employed	Urban	151.23	24.9	never smoked
55,455	Male	27	0	0	No	Private	Rural	112.41	33.7	never smoked
34,230	Female	35	0	0	Yes	Self-employed	Urban	205.97	26.6	formerly smoked
65,154	Female	30	0	0	Yes	Private	Urban	112.19	53.4	never smoked
36,298	Female	48	0	0	Yes	Self-employed	Rural	71.93	41.7	never smoked
13,171	Female	15	0	0	No	children	Urban	190.89	22	never smoked
62,983	Female	26	0	0	Yes	Private	Urban	138.02	20.3	smokes
44,834	Female	38	0	0	Yes	Private	Rural	66.16	42.7	Unknown
67,411	Male	29	0	0	No	Private	Rural	105.73	28.2	smokes
5,455	Male	49	0	0	Yes	Private	Rural	78.34	32.5	Unknown
49,267	Female	55	0	0	Yes	Private	Urban	102.1	22.5	formerly smoked
60,464	Male	52	0	0	Yes	Private	Urban	97.37	26.5	smokes
56,286	Male	49	0	0	Yes	Private	Urban	193.87	41	Unknown
5,223	Female	21	0	0	No	Private	Rural	78.32	27	Unknown
53,302	Female	24	0	0	Yes	Private	Rural	130	25.9	formerly smoked
59,309	Male	18	0	0	No	Self-employed	Urban	74	23.7	Unknown
69,824	Male	52	0	0	Yes	Private	Rural	111.04	30	never smoked
13,173	Male	70	1	0	Yes	Private	Urban	214.77	15	formerly smoked
52,579	Female	51	0	0	Yes	Self-employed	Rural	97.25	21.5	never smoked
59,451	Male	58	0	0	Yes	Private	Urban	79.95	25.9	never smoked
56,875	Female	46	0	0	Yes	Govt_job	Urban	162.24	24.3	smokes
16,774	Female	79	0	0	No	Self-employed	Urban	74.36	39.2	Unknown
61,672	Female	11	0	0	No	children	Urban	69.68	14.4	Unknown
25,811	Female	61	0	0	Yes	Private	Urban	98.35	26.6	never smoked
7,780	Male	51	0	0	Yes	Self-employed	Urban	75.73	30.7	never smoked
58,149	Female	21	0	0	No	Private	Rural	85.86	35.4	Unknown
38,742	Female	71	0	0	Yes	Private	Urban	80.34	29.2	never smoked
29,613	Female	13	0	0	No	Private	Rural	73.76	26.7	Unknown
20,655	Male	16	0	0	No	Private	Rural	94.96	21.5	never smoked
53,897	Female	61	0	0	Yes	Private	Urban	108.18	19.1	never smoked
29,792	Female	49	0	0	Yes	Private	Rural	85.23	25.4	Unknown
15,990	Male	65	1	0	Yes	Govt_job	Rural	189.88	34	never smoked
45,112	Male	40	0	0	No	Govt_job	Urban	197.11	23.9	never smoked
28,385	Female	44	0	0	Yes	Private	Rural	100.08	20.9	smokes
63,423	Male	11	0	0	No	children	Rural	68.62	18.2	Unknown
187	Female	20	0	0	No	Private	Rural	84.07	27.6	smokes
18,891	Male	24	0	0	No	Govt_job	Rural	99.65	50.3	never smoked
34,657	Female	44	0	0	Yes	Self-employed	Urban	82.33	24.5	never smoked
40,546	Male	5	0	0	No	children	Urban	94.49	16.6	Unknown
56,755	Male	41	0	0	Yes	Private	Rural	108.71	24	never smoked
71,097	Female	23	0	0	No	Private	Urban	64.94	18.8	never smoked
21,025	Female	7	0	0	No	children	Urban	98.22	34	Unknown
69,020	Female	74	0	0	Yes	Private	Urban	83.5	25.8	never smoked
48,883	Male	61	0	0	Yes	Govt_job	Rural	192.47	30.3	never smoked
71,297	Female	80	1	0	Yes	Private	Urban	125.89	28.9	smokes
52,216	Female	35	0	0	Yes	Private	Urban	87.72	21.3	never smoked
20,421	Female	43	0	0	Yes	Private	Rural	68.94	26.8	never smoked
36,896	Male	25	0	0	Yes	Private	Rural	66.51	29.2	Unknown
23,535	Male	72	0	1	Yes	Self-employed	Urban	85.82	25	formerly smoked
1,323	Female	45	0	0	Yes	Private	Rural	87.47	21.5	never smoked
47,309	Male	9	0	0	No	children	Urban	87.74	17.1	Unknown
34,161	Male	33	1	0	Yes	Private	Rural	85.12	32.5	never smoked
57,405	Male	53	0	0	Yes	Self-employed	Urban	103.37	26.9	formerly smoked
15,824	Female	67	0	0	Yes	Private	Rural	81.68	30.4	never smoked
32,103	Male	59	0	0	Yes	Self-employed	Urban	76.51	29.8	never smoked
18,205	Female	1.32	0	0	No	children	Rural	110.17	20.3	Unknown
71,420	Male	27	0	0	No	Govt_job	Rural	65.12	41.1	smokes
298	Female	41	0	0	Yes	Self-employed	Rural	76.66	null	Unknown
15,136	Male	64	0	1	Yes	Private	Rural	109.88	33.9	Unknown
9,879	Female	55	0	1	Yes	Private	Urban	199.38	39	Unknown
68,302	Female	40	0	0	Yes	Private	Urban	65.77	31.2	never smoked
65,507	Male	33	0	0	Yes	Private	Rural	55.72	38.2	never smoked
63,949	Female	33	0	0	Yes	Govt_job	Urban	75.67	44.7	never smoked
62,475	Male	39	1	0	Yes	Private	Rural	88.18	33.5	smokes
35,648	Female	74	0	0	Yes	Self-employed	Rural	95.94	27	never smoked
72,276	Male	38	0	0	Yes	Private	Urban	86.93	31.1	never smoked
49,661	Male	53	0	0	Yes	Govt_job	Urban	85.17	29.2	never smoked
31,590	Male	22	0	0	No	Private	Urban	111.1	26.6	never smoked
8,584	Female	5	0	0	No	children	Rural	92	17.9	Unknown
7,964	Male	24	0	0	No	Private	Urban	97.47	24.2	formerly smoked
25,130	Female	27	0	0	Yes	Private	Urban	79.21	19.5	Unknown
3,531	Male	41	0	0	Yes	Private	Rural	83.97	28.5	formerly smoked
6,529	Female	20	0	0	No	Private	Urban	98.55	21.3	never smoked
22,272	Female	71	1	0	Yes	Private	Rural	202.98	41.3	never smoked
40,702	Female	65	0	0	No	Govt_job	Urban	60.7	31.3	never smoked
1,656	Male	38	0	0	Yes	Private	Urban	92.22	40.8	never smoked
51,988	Female	25	0	0	Yes	Private	Rural	79.94	36.6	Unknown
48,323	Male	53	0	0	Yes	Govt_job	Rural	83.68	26.7	Unknown
35,155	Female	50	0	0	Yes	Self-employed	Urban	69.92	18.7	formerly smoked
46,314	Female	1.24	0	0	No	children	Rural	136.96	15.2	Unknown
12,906	Female	55	0	0	Yes	Self-employed	Rural	95.32	26.8	never smoked
24,961	Female	38	0	0	Yes	Private	Rural	107.78	25.1	never smoked
14,000	Female	72	1	1	Yes	Private	Urban	198.32	31.3	formerly smoked
23,047	Male	43	0	0	Yes	Private	Urban	100.16	59.7	never smoked
6,827	Male	30	0	0	Yes	Private	Urban	96.02	29.8	never smoked
44,656	Female	69	1	0	Yes	Private	Rural	112.69	33.5	formerly smoked
59,801	Female	61	0	0	Yes	Private	Urban	60.61	24.5	never smoked
51,073	Female	34	0	0	Yes	Self-employed	Urban	79.77	33.6	never smoked
34,966	Female	43	0	0	Yes	Self-employed	Urban	87.41	39.7	formerly smoked
41,122	Female	62	0	0	Yes	Private	Rural	226.38	47.4	never smoked
4,449	Male	48	0	0	Yes	Govt_job	Rural	124.64	26.4	smokes
54,726	Female	37	0	0	Yes	Private	Urban	69.42	33	never smoked
1,772	Female	64	0	0	Yes	Govt_job	Urban	77.68	31.4	never smoked
4,850	Male	51	0	0	Yes	Private	Rural	112.79	27.2	never smoked
44,886	Male	69	1	0	Yes	Self-employed	Rural	236.79	35.7	formerly smoked

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