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
31,849	Female	49	0	0	Yes	Private	Rural	107.4	26.7	smokes
2,772	Male	55	0	0	Yes	Private	Urban	87.72	27	Unknown
11,148	Male	57	0	0	Yes	Private	Rural	85.99	21.2	Unknown
62,387	Female	45	0	0	Yes	Private	Urban	100.84	21	never smoked
50,775	Male	46	0	0	No	Private	Urban	124.61	37.4	Unknown
3,807	Female	12	0	0	No	children	Urban	86.55	26.5	Unknown
51,339	Male	12	0	0	No	children	Rural	90.42	28.9	Unknown
69,259	Female	77	0	0	Yes	Private	Rural	100.85	29.5	smokes
32,826	Male	6	0	0	No	children	Urban	87.74	17.7	Unknown
12,414	Male	76	1	0	Yes	Private	Rural	80.15	34.9	formerly smoked
21,381	Female	52	0	0	Yes	Private	Urban	107.29	28.1	never smoked
29,375	Male	62	0	0	Yes	Private	Urban	206.98	36.8	smokes
62,452	Male	82	1	0	Yes	Private	Rural	227.28	33.3	never smoked
68,650	Male	69	0	1	Yes	Private	Rural	80.43	29.2	Unknown
47,622	Male	78	0	1	Yes	Self-employed	Urban	228.7	34	Unknown
57,124	Male	37	0	0	Yes	Private	Urban	120.07	33.9	smokes
19,382	Female	50	0	0	Yes	Private	Rural	93.47	28.7	never smoked
44,179	Female	41	0	0	Yes	Private	Urban	80.77	21.1	never smoked
50,098	Male	54	0	0	Yes	Private	Rural	150.27	38.2	smokes
24,674	Male	43	0	0	Yes	Private	Urban	81.94	27.7	smokes
72,361	Female	37	0	0	Yes	Private	Urban	70.75	35.8	Unknown
14,563	Male	9	0	0	No	children	Urban	83.83	27.1	Unknown
40,237	Female	11	0	0	No	children	Urban	73.66	20.5	never smoked
36,523	Male	56	1	0	Yes	Private	Urban	102.37	35.6	never smoked
65,970	Female	5	0	0	No	children	Rural	77.83	15.6	Unknown
1,577	Female	17	0	0	No	Private	Urban	70.01	43	Unknown
51,109	Female	6	0	0	No	children	Rural	119.88	17.8	Unknown
5,984	Male	25	0	0	Yes	Private	Rural	78.29	null	smokes
46,373	Female	57	0	0	Yes	Private	Rural	169.97	25.8	never smoked
13,062	Male	18	0	0	No	Private	Rural	123.79	20.5	Unknown
47,770	Male	2	0	0	No	children	Urban	80.98	19.9	Unknown
32,459	Female	76	0	0	Yes	Govt_job	Rural	84.21	24.4	never smoked
12,687	Male	1	0	0	No	children	Urban	101.31	18.3	Unknown
7,725	Male	54	0	0	Yes	Private	Urban	86.26	35.1	formerly smoked
67,217	Female	45	0	0	Yes	Private	Urban	92.86	35.1	formerly smoked
49,976	Female	54	0	1	Yes	Private	Urban	140.28	37.1	formerly smoked
71,318	Male	67	0	0	Yes	Govt_job	Rural	244.28	29.4	formerly smoked
42,201	Male	53	0	0	Yes	Private	Urban	124.16	31.7	never smoked
11,232	Male	47	0	0	Yes	Private	Rural	93.55	31.4	never smoked
14,709	Male	44	0	0	Yes	Private	Urban	99.34	33.1	never smoked
57,137	Male	65	0	0	Yes	Private	Urban	59.87	28.5	smokes
36,858	Female	40	0	0	Yes	Private	Rural	72.76	24	formerly smoked
50,373	Female	3	0	0	No	children	Rural	68.34	18	Unknown
51,124	Male	81	0	0	Yes	Self-employed	Urban	61.1	27.6	smokes
13,191	Female	24	0	0	No	Private	Rural	120.77	16.9	never smoked
47,330	Male	9	0	0	No	children	Rural	60.39	16.4	Unknown
42,191	Female	52	0	0	Yes	Govt_job	Urban	126.34	35.1	never smoked
35,332	Female	63	0	0	Yes	Private	Rural	93.24	28.8	never smoked
49,341	Female	78	0	0	Yes	Private	Rural	154.75	17.6	never smoked
64,750	Female	22	0	0	No	Private	Rural	62.81	21.3	never smoked
70,259	Female	2	0	0	No	children	Rural	65.96	19.7	Unknown
36,960	Female	79	0	0	Yes	Private	Rural	79.53	37.3	never smoked
12,992	Female	49	0	0	Yes	Private	Rural	96.85	35.5	never smoked
4,692	Female	74	0	0	Yes	Govt_job	Urban	251.99	25.5	never smoked
62,460	Male	62	0	0	Yes	Private	Rural	115.13	30	smokes
72,132	Male	16	0	0	No	children	Urban	102.3	21.9	Unknown
41,402	Male	62	0	0	Yes	Self-employed	Urban	78.99	45.5	never smoked
40,253	Male	27	0	0	No	Private	Rural	191.79	null	smokes
63,577	Female	50	1	0	Yes	Self-employed	Rural	68.8	34.9	never smoked
11,726	Female	49	0	0	Yes	Govt_job	Rural	83.84	19.3	formerly smoked
13,736	Male	24	0	0	Yes	Private	Urban	94.66	32.1	formerly smoked
43,913	Female	21	0	0	No	Private	Rural	107.98	26.9	never smoked
41,870	Male	17	0	0	No	Never_worked	Rural	61.01	32.5	Unknown
37,907	Female	22	0	0	No	Private	Urban	135.64	19.5	never smoked
15,987	Male	13	0	0	No	children	Urban	92.65	31.7	never smoked
57,166	Female	21	0	0	No	Private	Rural	121.11	21	Unknown
44,950	Male	51	1	0	Yes	Private	Rural	163.56	null	formerly smoked
47,627	Male	8	0	0	No	children	Urban	107.69	20.3	Unknown
42,460	Male	48	0	0	Yes	Self-employed	Rural	216.88	null	smokes
8,723	Female	16	0	0	No	Private	Rural	70.15	21.5	Unknown
52,559	Male	18	0	0	No	Private	Urban	83.02	40.4	Unknown
937	Male	7	0	0	No	children	Urban	87.94	null	Unknown
41,271	Male	68	1	0	Yes	Govt_job	Urban	222.29	30.1	never smoked
66,893	Male	49	1	0	Yes	Govt_job	Urban	139.43	40.2	formerly smoked
21,491	Female	80	0	0	Yes	Private	Urban	213.11	34.7	never smoked
51,806	Male	31	0	0	Yes	Private	Rural	77.23	25.9	smokes
59,412	Female	25	0	0	Yes	Private	Urban	58.48	23.7	never smoked
742	Female	39	0	0	No	Govt_job	Rural	87.33	34.3	never smoked
42,902	Male	35	0	0	Yes	Private	Rural	102.34	34.3	never smoked
43,059	Female	71	0	0	Yes	Self-employed	Rural	151.3	26.3	never smoked
61,512	Female	71	0	0	Yes	Self-employed	Urban	144.23	22.1	formerly smoked
10,943	Female	40	0	0	Yes	Govt_job	Rural	110.6	33.3	formerly smoked
11,447	Female	41	0	0	Yes	Govt_job	Urban	80.28	37.3	never smoked
29,233	Male	2	0	0	No	children	Rural	111.02	20.5	Unknown
17,762	Female	3	0	0	No	children	Rural	114.88	19.1	Unknown
46,284	Male	53	1	0	Yes	Self-employed	Urban	227.51	34.7	formerly smoked
1,405	Male	1.88	0	0	No	children	Urban	111.65	16.3	Unknown
38,493	Male	60	1	1	Yes	Private	Urban	201.01	28	never smoked
57,953	Female	5	0	0	No	children	Urban	129.01	17.2	Unknown
30,746	Female	30	0	0	Yes	Private	Rural	124.08	41.1	Unknown
16,949	Female	49	1	0	Yes	Govt_job	Rural	107.91	25	Unknown
45,297	Male	68	1	0	Yes	Private	Rural	95.4	27.5	never smoked
40,251	Female	23	0	0	No	Private	Rural	65.9	21.5	never smoked
27,013	Male	2	0	0	No	children	Urban	78.98	15.1	Unknown
7,586	Male	24	0	0	No	Self-employed	Rural	111.33	29.6	formerly smoked
26,452	Female	41	0	0	Yes	Private	Rural	104.36	30.2	never smoked
16,378	Female	63	0	0	Yes	Govt_job	Urban	123.87	34.9	Unknown
5,137	Male	64	0	0	Yes	Self-employed	Rural	210	30.7	formerly smoked
4,559	Male	38	0	0	No	Private	Rural	86.86	36.5	Unknown
45,357	Female	1.24	0	0	No	children	Rural	113.96	21.5	Unknown

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