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
60,663	Male	70	1	0	Yes	Private	Rural	74.04	29.1	never smoked
46,875	Male	35	0	0	Yes	Private	Urban	145.23	32.3	never smoked
69,091	Female	80	0	1	Yes	Private	Rural	100.8	29.4	never smoked
1,821	Female	54	0	0	Yes	Private	Urban	85.22	50.2	never smoked
44,978	Male	39	0	0	Yes	Govt_job	Rural	72.49	44.9	formerly smoked
3,437	Female	26	0	0	No	Private	Urban	82.61	28.5	smokes
6,355	Female	6	0	0	No	children	Rural	72.07	19.5	Unknown
10,762	Female	41	0	0	Yes	Private	Rural	79.85	45	Unknown
58,567	Female	42	0	0	Yes	Private	Rural	84.86	22.8	Unknown
62,187	Male	9	0	0	No	children	Urban	131.89	25.5	Unknown
84	Male	55	0	0	Yes	Private	Urban	89.17	31.5	never smoked
8,521	Male	71	0	0	Yes	Private	Rural	227.91	31.6	formerly smoked
72,779	Female	14	0	0	No	children	Urban	131.77	31	Unknown
45,824	Female	77	1	0	Yes	Self-employed	Urban	102.01	29.5	Unknown
61,838	Female	50	0	0	Yes	Govt_job	Urban	128.63	23.1	Unknown
57,212	Male	49	0	0	No	Private	Urban	144.1	30.7	smokes
62,668	Female	51	0	0	Yes	Self-employed	Urban	143.15	44.7	formerly smoked
33,142	Male	79	0	0	Yes	Self-employed	Rural	116.67	33.5	never smoked
17,437	Female	63	0	0	Yes	Self-employed	Rural	85.6	25.9	Unknown
38,303	Female	66	0	0	Yes	Self-employed	Urban	142.12	28.3	never smoked
12,396	Female	20	0	0	No	Private	Urban	100.81	26.8	Unknown
36,484	Female	37	0	0	Yes	Govt_job	Urban	69.17	27.8	never smoked
60,047	Male	22	0	0	No	Private	Rural	58.38	36	never smoked
16,542	Female	60	0	0	Yes	Govt_job	Urban	86.34	22.1	never smoked
18,805	Male	39	0	0	Yes	Private	Urban	95.44	38.4	never smoked
17,869	Female	53	0	0	Yes	Private	Urban	94.78	30.1	Unknown
6,793	Female	55	0	0	Yes	Private	Rural	109.59	26.2	formerly smoked
49,265	Female	63	0	0	Yes	Private	Rural	79.26	26.6	smokes
6,606	Female	57	0	0	Yes	Private	Urban	78.46	32.6	never smoked
23,031	Male	82	0	0	Yes	Self-employed	Rural	85.29	27	never smoked
69,330	Male	56	0	0	Yes	Private	Rural	156.18	25.3	smokes
22,902	Male	41	1	0	Yes	Private	Urban	69.52	31.9	never smoked
69,622	Female	8	0	0	No	children	Urban	65.32	18.4	Unknown
4,807	Male	34	0	0	No	Private	Urban	108.47	30.4	smokes
9,641	Male	75	0	0	Yes	Private	Urban	105.63	28.2	smokes
10,313	Male	57	0	0	Yes	Private	Urban	77.93	35.7	formerly smoked
12,097	Female	72	0	0	Yes	Private	Urban	95.2	35	never smoked
58,037	Male	21	0	0	No	Private	Rural	78.52	27.2	never smoked
45,323	Female	51	0	0	Yes	Private	Urban	114.89	23	never smoked
34,281	Female	15	0	0	No	Private	Rural	95.43	25	Unknown
7,990	Female	24	0	0	Yes	Private	Rural	84.08	24.5	Unknown
57,622	Female	30	0	0	Yes	Govt_job	Rural	110.55	30.9	smokes
39,120	Female	82	0	0	No	Self-employed	Urban	82.21	26	never smoked
68,344	Female	62	0	0	Yes	Private	Urban	82.38	27.2	formerly smoked
66,752	Female	79	0	0	Yes	Govt_job	Urban	93.89	30.4	never smoked
11,691	Female	19	0	0	No	Private	Rural	75.08	21.7	Unknown
5,077	Male	45	0	0	Yes	Private	Urban	76.72	29.1	Unknown
13,319	Female	5	0	0	No	children	Rural	84.93	17.6	Unknown
49,279	Male	57	0	1	Yes	Private	Urban	76.5	29.2	formerly smoked
53,815	Female	31	0	0	No	Private	Urban	65.47	28.1	never smoked
42,856	Male	61	0	0	Yes	Private	Urban	99.16	26.6	smokes
51,579	Male	27	0	0	No	Self-employed	Rural	63.53	26.9	never smoked
10,752	Female	61	0	0	Yes	Private	Rural	78.65	36.2	formerly smoked
42,133	Female	53	0	0	Yes	Self-employed	Urban	63.78	25.9	never smoked
4,842	Female	76	0	0	No	Self-employed	Urban	77.52	40.9	formerly smoked
58,138	Male	57	0	0	Yes	Private	Rural	111.64	31.5	never smoked
58,203	Male	9	0	0	No	children	Urban	97.84	23.3	Unknown
65,053	Female	34	0	0	Yes	Private	Urban	113.01	37.6	never smoked
24,168	Male	51	1	0	Yes	Private	Urban	56.48	39.8	never smoked
5,824	Male	61	0	0	Yes	Private	Rural	204.5	35.1	formerly smoked
6,965	Female	19	0	0	No	Private	Rural	96.02	21.9	never smoked
8,332	Female	50	0	0	Yes	Private	Rural	206.25	53.4	formerly smoked
61,973	Female	80	1	1	Yes	Private	Rural	115.52	34.4	Unknown
42,821	Female	13	0	0	No	Private	Rural	60.69	24	smokes
18,687	Male	55	0	0	Yes	Self-employed	Urban	93.67	29.3	Unknown
72,642	Male	67	0	0	Yes	Govt_job	Urban	67.79	26	formerly smoked
54,782	Female	30	0	0	No	Self-employed	Rural	56.07	31.3	never smoked
55,862	Male	67	1	1	Yes	Private	Rural	254.63	31	never smoked
24,437	Female	82	0	0	Yes	Private	Rural	96.63	26.5	Unknown
10,367	Male	5	0	0	No	children	Rural	84.3	16	Unknown
42,550	Female	81	0	0	Yes	Self-employed	Rural	246.34	21.1	never smoked
14,178	Female	48	0	0	Yes	Private	Rural	195.16	42.2	Unknown
65,429	Female	66	0	0	Yes	Govt_job	Rural	93.34	27.7	never smoked
66,530	Female	38	0	0	Yes	Private	Urban	162.3	23.6	never smoked
43,146	Male	8	0	0	No	children	Urban	106.4	18.3	Unknown
3,509	Male	47	1	0	Yes	Private	Urban	110.25	44.3	never smoked
57,497	Male	27	0	0	No	Private	Rural	69.7	27.3	never smoked
15,220	Female	53	1	0	Yes	Private	Urban	87.03	55.2	formerly smoked
4,813	Male	27	0	0	No	Private	Urban	112.98	44.7	never smoked
31,166	Female	36	0	0	Yes	Govt_job	Rural	82.47	33.1	smokes
9,051	Female	50	0	0	Yes	Private	Urban	75.88	30	never smoked
28,669	Female	32	0	0	Yes	Private	Urban	84.63	40.1	Unknown
59,894	Female	58	0	0	Yes	Govt_job	Rural	109.56	23.1	never smoked
18,684	Female	73	0	0	Yes	Self-employed	Rural	89.45	30.3	formerly smoked
35,866	Female	62	0	0	Yes	Private	Rural	91.65	30.5	never smoked
51,907	Female	50	0	0	Yes	Self-employed	Urban	121.14	22.8	never smoked
7,250	Female	51	0	0	No	Private	Rural	87.77	42	Unknown
16,147	Female	19	0	0	No	Private	Rural	106.56	29.9	never smoked
18,306	Female	30	0	0	No	Private	Rural	93.88	24	formerly smoked
69,143	Female	45	0	0	No	Private	Rural	153.76	36.7	Unknown
61,769	Male	30	0	0	No	Private	Urban	88.65	22.2	never smoked
26,134	Female	28	0	0	Yes	Private	Urban	111.22	25.5	Unknown
67,603	Male	70	0	0	Yes	Self-employed	Urban	223.68	34.3	formerly smoked
66,772	Female	0.32	0	0	No	children	Rural	55.86	16	Unknown
41,861	Female	23	0	0	No	Private	Rural	63.73	25.6	smokes
954	Male	18	0	0	No	Private	Rural	103.94	23.3	never smoked
37,888	Male	41	0	0	Yes	Private	Rural	92.49	41.6	Unknown
34,326	Male	52	0	0	Yes	Private	Urban	229.2	35.6	formerly smoked
42,329	Female	77	0	0	Yes	Private	Rural	75.06	22	Unknown
23,565	Male	34	0	0	Yes	Private	Urban	85.57	26.8	Unknown

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