Datasets:

Nnaodeh
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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
26,076	Female	75	1	0	Yes	Self-employed	Rural	219.82	29.5	formerly smoked
54,962	Female	27	0	0	No	Private	Urban	82.05	21	Unknown
1,116	Female	49	0	0	No	Govt_job	Rural	104.08	26.6	never smoked
28,247	Male	82	0	0	No	Self-employed	Urban	101.57	24.3	smokes
39,563	Female	36	0	0	Yes	Private	Rural	71.32	43.9	smokes
49,553	Male	1.88	0	0	No	children	Rural	143.97	null	Unknown
14,872	Male	45	1	0	Yes	Self-employed	Rural	239.19	52.5	Unknown
57,598	Female	64	0	0	Yes	Private	Rural	78.45	27	formerly smoked
70,022	Male	32	0	0	No	Private	Rural	61.11	32.7	never smoked
70,365	Female	15	0	0	No	Private	Urban	87.29	29.4	Unknown
57,219	Female	1.64	0	0	No	children	Rural	82.49	15.1	Unknown
28,344	Male	34	0	0	Yes	Private	Urban	83.15	32.1	Unknown
50,785	Male	17	0	0	No	Private	Rural	83.26	32.9	never smoked
17,251	Female	76	1	0	Yes	Self-employed	Urban	78.7	27.6	formerly smoked
48,459	Male	61	0	0	Yes	Self-employed	Urban	111.94	26.5	smokes
68,843	Male	30	0	0	Yes	Private	Rural	104.77	19.2	smokes
27,523	Female	18	0	0	No	Private	Urban	104.26	25.9	Unknown
61,651	Male	48	0	0	Yes	Private	Rural	113.84	21.9	never smoked
22,877	Male	0.16	0	0	No	children	Urban	114.71	17.4	Unknown
52,859	Female	4	0	0	No	children	Urban	61.54	13.2	Unknown
55,631	Male	38	0	0	Yes	Private	Rural	133.62	25.2	never smoked
7,003	Female	27	0	0	Yes	Private	Rural	111.96	28.2	never smoked
68,447	Female	50	0	0	No	Private	Urban	112.44	31.5	Unknown
13,817	Male	19	0	0	No	Private	Urban	123.61	25.2	Unknown
12,117	Male	8	0	0	No	children	Urban	84.68	14.5	Unknown
40,210	Male	78	0	1	Yes	Self-employed	Rural	206.62	28	formerly smoked
23,360	Male	0.8	0	0	No	children	Rural	114.54	15.1	Unknown
28,447	Female	53	1	0	Yes	Private	Rural	216.88	31.4	smokes
72,398	Female	73	1	0	Yes	Private	Urban	110.38	26.3	never smoked
7,859	Male	34	0	0	Yes	Private	Urban	99.23	null	smokes
20,140	Male	58	0	0	Yes	Govt_job	Rural	204.92	39.6	never smoked
46,903	Female	62	0	0	Yes	Private	Urban	56.74	28.9	never smoked
61,333	Female	78	0	0	No	Self-employed	Rural	68.35	31.4	Unknown
7,403	Female	51	0	0	Yes	Private	Urban	83.52	34.3	Unknown
69,370	Male	78	0	0	Yes	Govt_job	Urban	59.74	27	formerly smoked
43,549	Female	40	1	0	Yes	Private	Rural	81.59	27.2	never smoked
2,903	Female	35	0	0	No	Private	Rural	123.83	23.8	never smoked
70,268	Male	82	0	0	Yes	Private	Urban	226.84	25.3	formerly smoked
11,003	Female	46	0	0	Yes	Self-employed	Rural	93.2	32.6	Unknown
61,475	Female	51	1	0	Yes	Private	Rural	85.84	31.8	never smoked
27,608	Female	53	0	0	Yes	Govt_job	Urban	74.64	22.4	Unknown
9,923	Male	55	0	1	Yes	Private	Urban	80.17	28	never smoked
28,091	Female	43	0	0	Yes	Govt_job	Urban	85.03	23.9	formerly smoked
59,749	Male	81	0	0	Yes	Private	Urban	234.35	25.3	formerly smoked
8,719	Male	12	0	0	No	children	Urban	116.25	16.4	formerly smoked
58,154	Female	20	0	0	No	Private	Urban	66.55	26.9	smokes
31,712	Female	53	0	0	Yes	Private	Urban	88.38	25.4	never smoked
14,249	Female	1.32	0	0	No	children	Urban	81.05	18.7	Unknown
30,693	Female	22	0	0	No	Private	Urban	68.4	37.5	never smoked
18,866	Female	75	0	0	Yes	Self-employed	Urban	96.95	41.4	never smoked
36,909	Female	66	0	0	Yes	Self-employed	Rural	66.24	37.5	never smoked
63,562	Male	7	0	0	No	children	Rural	91.81	15.8	Unknown
29,352	Female	26	0	0	No	Private	Urban	84.86	37.6	never smoked
44,024	Female	14	0	0	No	Private	Rural	118.88	30.5	never smoked
24,068	Female	32	0	0	Yes	Private	Urban	85.91	22.1	Unknown
57,602	Male	6	0	0	No	children	Rural	115.4	19.2	Unknown
16,536	Female	42	0	0	Yes	Self-employed	Rural	75.34	38	never smoked
6,639	Male	4	0	0	No	children	Rural	100.19	18.7	Unknown
6,528	Male	75	0	0	Yes	Govt_job	Urban	200.73	25.7	formerly smoked
42,594	Male	80	1	0	Yes	Govt_job	Urban	114.09	30.1	never smoked
59,045	Female	52	0	0	Yes	Private	Urban	67.3	36.3	never smoked
31,608	Male	11	0	0	No	children	Rural	96.91	20.4	Unknown
47,949	Male	14	0	0	No	children	Rural	116.2	20.9	Unknown
41,362	Female	74	0	0	Yes	Self-employed	Rural	72.54	28.4	never smoked
18,187	Male	58	0	0	Yes	Private	Rural	96.01	33.8	Unknown
8,983	Female	80	1	0	Yes	Private	Urban	89.16	24	never smoked
20,098	Female	31	0	0	Yes	Self-employed	Rural	108.64	43.3	never smoked
3,777	Female	28	1	0	Yes	Govt_job	Rural	83.66	36.4	never smoked
11,651	Female	25	0	0	Yes	Private	Rural	81.21	37.9	never smoked
28,527	Male	71	0	0	No	Private	Urban	86.96	32.6	never smoked
63,282	Female	51	0	0	Yes	Govt_job	Rural	92.95	23.9	never smoked
37,038	Male	15	0	0	No	children	Urban	95.86	18.1	Unknown
4,528	Male	45	1	0	No	Private	Rural	85.52	36.4	never smoked
41,665	Male	53	0	0	Yes	Govt_job	Rural	159.39	29.2	never smoked
26,539	Male	69	0	0	Yes	Self-employed	Urban	202.51	30.8	formerly smoked
25,325	Female	42	0	0	Yes	Private	Rural	82.24	23.8	formerly smoked
69,462	Female	4	0	0	No	children	Rural	109.81	17.9	Unknown
29,816	Male	64	1	0	Yes	Private	Rural	91.85	31.8	formerly smoked
47,784	Female	5	0	0	No	children	Rural	123.49	19.5	Unknown
18,181	Male	44	0	0	Yes	Private	Rural	105.49	31.5	smokes
8,614	Male	78	0	1	Yes	Self-employed	Urban	101.53	24.1	formerly smoked
347	Female	16	0	0	No	Private	Urban	89.45	null	Unknown
61,336	Female	69	0	0	Yes	Self-employed	Urban	126.04	35.9	never smoked
27,647	Male	80	0	1	Yes	Self-employed	Rural	95.49	31.6	Unknown
25,676	Female	7	0	0	No	children	Rural	89.38	19	Unknown
65,894	Female	2	0	0	No	children	Urban	82.3	18.8	Unknown
2,291	Female	80	1	0	Yes	Self-employed	Urban	218	33.5	Unknown
25,630	Female	69	0	0	Yes	Self-employed	Urban	79.7	25	never smoked
38,575	Male	58	1	0	Yes	Self-employed	Rural	209.15	52.9	formerly smoked
29,326	Female	75	0	0	Yes	Self-employed	Rural	70.22	24.8	formerly smoked
59,292	Female	60	0	0	Yes	Self-employed	Rural	83.57	24.5	never smoked
52,051	Female	75	0	0	Yes	Self-employed	Urban	60.6	40.4	smokes
64,508	Female	10	0	0	No	children	Urban	97.24	20.2	Unknown
36,593	Male	38	0	0	No	Private	Rural	162.72	31.9	smokes
39,834	Male	28	0	0	No	Private	Urban	73.27	25.4	smokes
54,111	Female	3	0	0	No	children	Urban	92.62	15.4	Unknown
53,476	Female	31	0	0	Yes	Private	Urban	90	38.6	never smoked
479	Female	59	1	0	Yes	Private	Rural	78.28	31	formerly smoked
37,237	Female	31	0	0	No	Private	Rural	87.81	26.4	smokes
5,496	Female	45	0	0	Yes	Private	Urban	202.66	null	never smoked

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