Datasets:

Nnaodeh
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Stroke_Prediction_Dataset

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Split (1)

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
49,929	Male	20	0	0	No	Private	Rural	124.66	27.3	never smoked
56,328	Female	70	0	0	Yes	Private	Rural	212.87	34.8	never smoked
26,742	Female	68	0	0	Yes	Govt_job	Urban	96.75	28.4	formerly smoked
63,158	Male	17	0	0	No	Private	Urban	63.28	40.2	Unknown
27,435	Female	17	0	0	No	Private	Urban	82.64	31.1	Unknown
10,829	Female	21	0	0	No	Private	Rural	71.34	24	never smoked
70,593	Female	38	0	0	Yes	Private	Rural	183.43	38.1	formerly smoked
42,647	Female	59	0	0	Yes	Govt_job	Urban	101.19	29.9	formerly smoked
48,109	Female	79	0	1	Yes	Private	Rural	88.51	24.5	never smoked
40,732	Female	50	0	0	Yes	Self-employed	Rural	126.85	49.5	formerly smoked
58,635	Female	72	0	0	Yes	Self-employed	Urban	74.17	35.5	formerly smoked
844	Female	54	0	0	Yes	Private	Urban	76.04	29.5	smokes
14,688	Female	44	0	0	Yes	Private	Urban	73.87	28.8	smokes
23,026	Female	48	0	0	Yes	Private	Rural	99.07	22.1	never smoked
30,463	Male	29	0	0	No	Private	Urban	82.93	29.4	formerly smoked
50,140	Female	44	0	0	Yes	Govt_job	Rural	133.24	45	smokes
36,837	Female	61	0	0	Yes	Self-employed	Urban	69.88	27.1	never smoked
57,333	Female	58	0	0	Yes	Govt_job	Rural	69.12	28.3	Unknown
19,826	Female	81	0	0	Yes	Self-employed	Rural	86.05	20.1	formerly smoked
37,713	Male	29	0	0	Yes	Private	Urban	185.27	31.3	never smoked
6,278	Male	5	0	0	No	children	Urban	97.46	17.6	Unknown
15,517	Female	35	0	0	Yes	Private	Urban	81.9	24.5	never smoked
25,326	Female	40	0	0	No	Private	Rural	99.58	24.1	Unknown
57,034	Female	37	0	0	No	Private	Rural	124.54	31.3	never smoked
70,718	Male	33	0	0	Yes	Private	Rural	153.34	31.5	never smoked
47,461	Female	35	0	0	Yes	Private	Urban	112.35	29.9	Unknown
50,091	Female	38	0	0	No	Govt_job	Urban	160.76	30.2	smokes
62,416	Female	26	0	0	Yes	Private	Rural	73.29	27.8	never smoked
5,288	Male	10	0	0	No	children	Urban	108.08	15.6	Unknown
66,951	Female	72	0	0	Yes	Private	Urban	206.49	26.3	never smoked
28,335	Male	21	0	0	Yes	Private	Rural	77.42	24.8	never smoked
67,465	Female	20	0	0	No	Private	Rural	117.59	17.1	never smoked
67,426	Female	1.24	0	0	No	children	Rural	61.94	20.3	Unknown
19,508	Female	26	0	0	No	Private	Urban	116.68	18.7	formerly smoked
65,405	Female	79	0	0	No	Private	Urban	253.86	28.8	formerly smoked
49,773	Female	78	0	0	Yes	Private	Urban	203.36	28.7	formerly smoked
57,159	Male	56	0	0	Yes	Self-employed	Rural	125.87	24.6	never smoked
69,710	Female	46	0	0	No	Self-employed	Rural	64.09	25.3	never smoked
58,834	Male	55	0	0	Yes	Govt_job	Urban	65.33	29.7	Unknown
42,007	Male	41	0	0	No	Private	Rural	70.15	null	formerly smoked
5,121	Male	30	0	0	Yes	Private	Urban	96.84	21.1	Unknown
44,878	Male	53	0	0	Yes	Private	Rural	175.92	26.9	smokes
40,220	Male	32	0	0	No	Private	Rural	100.65	26.2	formerly smoked
19,692	Male	38	0	0	No	Private	Rural	112.39	26.3	Unknown
27,616	Male	33	0	0	Yes	Govt_job	Rural	81.1	24.8	never smoked
19,801	Female	44	0	0	Yes	Private	Rural	98.3	25	never smoked
21,467	Male	44	0	0	Yes	Private	Urban	89.68	34.6	Unknown
25,102	Female	51	0	0	Yes	Govt_job	Urban	95.16	42.7	formerly smoked
28,788	Male	40	0	0	Yes	Private	Urban	191.15	null	smokes
29,028	Female	41	0	0	Yes	Private	Rural	91.04	24.5	never smoked
15,581	Male	5	0	0	No	children	Urban	101.87	19.3	Unknown
16,738	Female	42	0	0	Yes	Private	Rural	96.86	29.3	never smoked
31,836	Female	6	0	0	No	children	Urban	91.05	22.1	Unknown
43,496	Female	46	0	0	Yes	Govt_job	Urban	55.84	27.8	never smoked
52,677	Female	47	0	0	Yes	Private	Urban	84.04	24.7	never smoked
11,630	Female	25	0	0	No	Private	Urban	92.06	25.3	smokes
53,478	Female	40	0	0	Yes	Private	Urban	89.61	41.2	formerly smoked
38,349	Female	49	0	0	Yes	Govt_job	Urban	69.92	47.6	never smoked
48,425	Male	21	0	0	No	Private	Rural	89.29	23.4	never smoked
64,420	Female	61	0	0	Yes	Govt_job	Rural	120.23	22.7	Unknown
60,271	Male	78	0	0	Yes	Private	Urban	60.22	29.7	formerly smoked
38,009	Male	41	0	0	Yes	Private	Urban	223.78	32.3	never smoked
11,184	Female	82	0	0	Yes	Self-employed	Rural	211.58	36.9	never smoked
68,967	Male	39	0	0	Yes	Private	Urban	179.38	27.7	Unknown
66,684	Male	70	0	0	Yes	Self-employed	Rural	193.88	24.3	Unknown
7,789	Female	31	0	0	Yes	Private	Urban	89.01	37.4	never smoked
40,112	Female	37	0	0	No	Private	Urban	118.41	25.1	never smoked
65,814	Male	21	0	0	No	Private	Urban	138.51	24.3	never smoked
49,598	Male	80	0	0	Yes	Self-employed	Urban	120.03	24.3	formerly smoked
15,599	Female	21	0	0	No	Private	Urban	91.01	28.7	never smoked
62,425	Female	5	0	0	No	children	Urban	61.98	16.8	Unknown
52,652	Male	81	0	0	Yes	Private	Rural	135.32	35.8	Unknown
71,957	Female	35	0	0	Yes	Private	Rural	58.72	40	smokes
17,231	Female	24	0	0	No	Private	Urban	90.42	24.3	never smoked
30,379	Female	52	0	0	Yes	Govt_job	Urban	104	25.6	smokes
63,997	Male	70	0	0	Yes	Private	Urban	102.5	37.8	Unknown
39,935	Female	34	0	0	Yes	Private	Rural	174.37	23	never smoked
8,203	Male	17	0	0	No	Private	Rural	106.56	21	Unknown
27,446	Female	8	0	0	No	children	Urban	76.31	15.5	Unknown
42,709	Male	1.72	0	0	No	children	Urban	77.28	17.1	Unknown
22,691	Female	29	0	0	Yes	Self-employed	Urban	90.52	28	never smoked
37,680	Male	55	0	0	Yes	Govt_job	Rural	108.35	40.8	formerly smoked
24,552	Female	44	0	0	Yes	Private	Rural	72.03	37.5	smokes
72,914	Female	19	0	0	No	Private	Urban	90.57	24.2	Unknown
29,540	Male	67	0	0	Yes	Private	Rural	97.04	26.9	smokes
53,525	Female	72	0	0	Yes	Private	Urban	83.89	33.1	formerly smoked
65,411	Female	51	0	0	Yes	Private	Urban	152.56	21.8	Unknown
26,214	Female	63	0	0	Yes	Self-employed	Rural	75.93	34.7	formerly smoked
22,190	Female	64	1	0	Yes	Self-employed	Urban	76.89	30.2	Unknown
56,714	Female	0.72	0	0	No	children	Rural	62.13	16.8	Unknown
4,211	Male	26	0	0	No	Govt_job	Rural	100.85	21	smokes
6,369	Male	59	1	0	Yes	Private	Rural	95.05	30.9	never smoked
56,799	Male	76	0	0	Yes	Govt_job	Urban	82.35	38.9	never smoked
32,235	Female	45	1	0	Yes	Govt_job	Rural	95.02	null	smokes
28,048	Male	13	0	0	No	children	Urban	82.38	24.3	Unknown
68,598	Male	1.08	0	0	No	children	Rural	79.15	17.4	Unknown
41,512	Male	57	0	0	Yes	Govt_job	Rural	76.62	28.2	never smoked
64,520	Male	68	0	0	Yes	Self-employed	Urban	91.68	40.8	Unknown
579	Male	9	0	0	No	children	Urban	71.88	17.5	Unknown
7,293	Male	40	0	0	Yes	Private	Rural	83.94	null	smokes

Subsets and Splits