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
61,017	Female	12	0	0	No	children	Urban	126.32	21.6	Unknown
61,699	Male	80	0	0	Yes	Private	Rural	94.96	22.1	formerly smoked
14,489	Female	74	0	0	No	Self-employed	Urban	89.52	39.2	Unknown
54,053	Male	46	0	0	Yes	Private	Rural	66.59	36.7	formerly smoked
38,348	Female	66	0	0	Yes	Private	Urban	80.1	32	never smoked
17,668	Male	26	0	0	Yes	Self-employed	Urban	73.72	25.9	smokes
11,792	Female	70	0	0	Yes	Private	Urban	90.49	28.9	formerly smoked
22,917	Female	62	0	0	Yes	Private	Urban	92.99	29.3	formerly smoked
36,204	Male	15	0	0	No	children	Rural	62.57	32.3	never smoked
49,554	Male	67	0	0	Yes	Private	Rural	65.51	33.2	formerly smoked
72,594	Male	63	0	0	Yes	Private	Urban	95.29	31.6	smokes
28,027	Female	42	0	0	Yes	Govt_job	Urban	83.7	20.6	never smoked
54,177	Female	49	1	0	Yes	Govt_job	Rural	63.16	23.3	formerly smoked
32,602	Male	78	0	1	Yes	Self-employed	Urban	87.77	30.8	Unknown
1,213	Female	31	0	0	Yes	Self-employed	Urban	87.23	null	formerly smoked
21,534	Male	67	0	0	Yes	Private	Urban	260.85	null	Unknown
6,852	Female	52	1	0	Yes	Self-employed	Rural	104.45	null	never smoked
3,379	Female	61	0	0	Yes	Private	Urban	87.52	23.7	Unknown
41,146	Male	41	0	0	Yes	Private	Rural	113.65	49.3	never smoked
20,391	Female	73	0	0	Yes	Govt_job	Rural	65.93	30.3	never smoked
69,379	Female	64	1	0	Yes	Self-employed	Urban	93.78	24.4	never smoked
34,778	Male	65	0	0	Yes	Private	Rural	223.9	28.2	formerly smoked
49,270	Female	81	0	0	Yes	Private	Urban	77.54	33.8	Unknown
55,407	Female	47	0	0	Yes	Private	Urban	93.18	42.6	formerly smoked
36,744	Male	40	0	0	Yes	Self-employed	Rural	169.74	31.9	never smoked
26,603	Male	46	1	0	Yes	Self-employed	Urban	101.93	34	Unknown
71,414	Female	2	0	0	No	children	Urban	125.03	19.8	Unknown
14,517	Male	56	0	0	Yes	Private	Urban	82.25	30.5	formerly smoked
69,050	Male	54	0	0	Yes	Private	Urban	85.81	21.7	formerly smoked
52,080	Female	26	0	0	No	Private	Rural	85.27	24.6	never smoked
27,493	Female	45	0	0	Yes	Private	Urban	86.06	38.1	never smoked
6,295	Female	57	0	0	Yes	Govt_job	Urban	104.36	19.2	smokes
20,375	Female	78	0	0	Yes	Private	Urban	78.29	30.1	formerly smoked
29,017	Male	2	0	0	No	children	Urban	93.55	23.3	Unknown
56,635	Male	76	1	0	Yes	Self-employed	Rural	207.96	34.5	formerly smoked
4,280	Female	51	0	0	Yes	Govt_job	Rural	105.52	30.8	never smoked
22,896	Female	54	0	0	Yes	Private	Rural	109.27	43.8	formerly smoked
70,297	Female	36	0	0	Yes	Private	Urban	91.34	29.9	never smoked
47,776	Female	57	0	0	Yes	Govt_job	Rural	176.78	50.4	never smoked
53,141	Female	25	0	0	No	Private	Rural	67.73	22.6	never smoked
16,145	Female	7	0	0	No	children	Rural	73.27	19.5	Unknown
41,593	Female	76	0	0	Yes	Self-employed	Rural	70.29	33.4	formerly smoked
50,651	Female	45	0	0	No	Private	Rural	91.47	24.2	Unknown
11,111	Female	66	1	0	Yes	Govt_job	Urban	205.01	52.7	formerly smoked
15,803	Female	45	0	0	Yes	Private	Rural	73.87	25.6	Unknown
71,597	Female	79	1	0	Yes	Private	Rural	64.44	26.9	formerly smoked
22,804	Female	25	0	0	No	Private	Rural	111.65	35.2	formerly smoked
64,498	Female	53	0	0	Yes	Private	Rural	90.65	22.1	formerly smoked
41,182	Female	35	1	0	Yes	Private	Urban	94.2	34.4	smokes
56,606	Female	78	0	0	Yes	Self-employed	Urban	56.95	26	Unknown
36,958	Female	32	0	0	Yes	Private	Rural	92.37	26.9	never smoked
14,877	Male	0.56	0	0	No	children	Rural	127.23	20.1	Unknown
65,988	Female	26	0	0	No	Private	Rural	191.78	24.7	Unknown
50,001	Female	34	0	0	Yes	Govt_job	Rural	86.36	32.1	smokes
27,034	Female	65	0	0	Yes	Govt_job	Urban	82.72	29.8	smokes
8,950	Female	15	0	0	No	Private	Urban	113.57	27.5	formerly smoked
31,850	Female	17	0	0	No	Private	Urban	89.58	22.8	Unknown
14,288	Female	71	0	0	Yes	Private	Rural	91.85	27.6	formerly smoked
3,180	Female	42	0	0	Yes	Govt_job	Urban	88.89	33	never smoked
13,899	Male	30	0	0	Yes	Private	Urban	79.55	33.7	never smoked
23,730	Female	75	0	0	Yes	Self-employed	Urban	108.62	25.1	Unknown
6,011	Male	9	0	0	No	children	Urban	78.24	15.3	Unknown
14,376	Male	47	0	0	Yes	Private	Rural	88.49	22.2	smokes
22,052	Female	75	1	0	No	Self-employed	Rural	91.85	21.4	formerly smoked
24,836	Female	61	0	0	Yes	Private	Rural	72.01	26	formerly smoked
11,861	Male	61	0	0	Yes	Self-employed	Rural	81.96	29.9	never smoked
25,613	Female	27	0	0	Yes	Private	Urban	70.56	28.6	smokes
71,496	Female	55	0	0	Yes	Private	Urban	71.02	21.2	never smoked
24,074	Female	2	0	0	No	children	Rural	99.75	16	Unknown
44,937	Female	51	0	0	Yes	Govt_job	Urban	127.2	22.7	never smoked
72,082	Female	45	0	0	Yes	Self-employed	Rural	69.76	25.3	smokes
53,271	Male	36	0	0	Yes	Private	Rural	74.63	31.6	formerly smoked
34,077	Male	46	0	0	Yes	Govt_job	Rural	102.27	38.9	formerly smoked
42,330	Female	48	0	0	Yes	Private	Rural	73.56	27.1	smokes
69,487	Female	79	0	0	Yes	Self-employed	Urban	57.77	24.1	formerly smoked
70,973	Female	50	0	0	Yes	Govt_job	Urban	151.25	31.5	never smoked
44,986	Female	79	0	0	Yes	Self-employed	Urban	78.32	32	Unknown
2,633	Male	32	0	0	Yes	Private	Rural	71.5	31.8	never smoked
21,834	Female	36	0	0	Yes	Private	Urban	84.7	34	never smoked
49,196	Female	27	0	0	Yes	Private	Urban	127.28	23.4	Unknown
22,939	Female	22	0	0	No	Private	Rural	80.72	29.3	Unknown
55,400	Female	5	0	0	No	children	Rural	73.92	17.2	Unknown
30,870	Male	9	0	0	No	children	Urban	93.24	31.9	Unknown
247	Male	31	0	0	No	Private	Urban	72.6	31.6	never smoked
7,979	Female	26	0	0	No	Private	Rural	69.77	23.2	never smoked
56,189	Male	43	0	0	No	Govt_job	Urban	84.43	30	smokes
3,984	Female	33	0	0	Yes	Private	Rural	84.13	26.3	never smoked
49,753	Male	34	0	0	No	Self-employed	Rural	81.54	31.8	formerly smoked
71,719	Male	66	0	0	Yes	Govt_job	Rural	57.17	25.5	formerly smoked
11,313	Female	44	0	0	Yes	Private	Rural	86.15	21.3	never smoked
38,070	Female	56	0	0	Yes	Private	Rural	163.02	29.6	never smoked
50,455	Female	67	0	0	Yes	Self-employed	Urban	110.41	28.7	never smoked
31,766	Male	18	0	0	No	Private	Rural	102.58	30.8	never smoked
24,245	Male	55	0	0	Yes	Private	Urban	90.97	32.1	Unknown
50,726	Male	61	0	0	Yes	Private	Rural	140.96	34	smokes
29,955	Male	0.08	0	0	No	children	Rural	70.33	16.9	Unknown
64,742	Male	48	0	0	No	Self-employed	Rural	64.18	32.1	never smoked
48,518	Male	44	0	0	Yes	Self-employed	Rural	127.57	22.6	never smoked
42,999	Female	68	0	0	Yes	Private	Urban	109.23	31.3	never smoked
71,447	Male	52	0	1	Yes	Private	Urban	124.49	29	never smoked

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