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
47,216	Male	47	0	0	Yes	Private	Rural	110.14	30.5	smokes
55,591	Male	50	0	0	Yes	Private	Urban	120.44	30.3	never smoked
24,381	Male	51	0	1	Yes	Self-employed	Urban	187.47	34.2	never smoked
8,037	Male	44	0	1	No	Govt_job	Urban	94.62	34.4	Unknown
23,911	Female	39	0	0	No	Private	Rural	89.57	48.1	never smoked
31,596	Female	24	0	0	No	Private	Urban	95.31	22.8	never smoked
44,647	Male	62	0	0	No	Govt_job	Rural	75.07	30.5	never smoked
51,486	Female	61	0	0	Yes	Private	Rural	106.65	35.9	formerly smoked
18,263	Female	78	0	0	Yes	Self-employed	Urban	234.06	33.7	never smoked
41,930	Male	15	0	0	No	Private	Rural	144.15	24.1	never smoked
45,922	Female	23	0	0	No	Private	Urban	58.81	25.4	never smoked
52,934	Male	79	0	0	Yes	Self-employed	Urban	242.62	25.5	never smoked
18,020	Male	57	0	0	Yes	Private	Urban	93.04	29.2	never smoked
2,044	Female	70	0	1	Yes	Self-employed	Rural	65.68	null	Unknown
63,467	Male	9	0	0	No	children	Urban	150	17.4	Unknown
38,642	Male	55	0	0	Yes	Private	Urban	63.56	29.9	Unknown
5,387	Female	82	0	0	No	Private	Rural	96.98	21.5	never smoked
68,417	Female	19	0	0	No	Private	Rural	66.7	24.7	never smoked
22,477	Male	41	0	0	Yes	Private	Rural	79.66	25.1	Unknown
23,968	Female	79	0	0	Yes	Govt_job	Rural	90.16	34.4	never smoked
8,111	Female	23	0	0	No	Private	Rural	104.09	27.9	Unknown
15,282	Female	77	0	0	Yes	Private	Rural	90.96	31.5	formerly smoked
54,395	Female	78	1	0	Yes	Self-employed	Rural	152.38	31.8	never smoked
25,408	Female	24	0	0	Yes	Self-employed	Rural	114.54	30.1	smokes
69,284	Female	81	1	0	Yes	Self-employed	Urban	174.54	26.4	never smoked
28,348	Female	46	0	0	Yes	Private	Rural	106.47	27.2	Unknown
46,015	Female	29	0	0	No	Private	Urban	73.63	22.5	smokes
69,047	Female	59	0	0	Yes	Govt_job	Urban	98.52	29.8	formerly smoked
39,706	Male	41	0	0	Yes	Self-employed	Rural	62.93	26.1	smokes
9,143	Female	17	0	0	No	Private	Urban	67.87	24.9	formerly smoked
64,879	Female	8	0	0	No	children	Rural	120.43	23.5	Unknown
17,130	Female	23	0	0	No	Private	Rural	76.56	30.1	never smoked
16,420	Female	45	0	0	Yes	Private	Urban	108.03	37.3	never smoked
7,529	Male	67	0	0	Yes	Private	Rural	83.16	25.5	formerly smoked
54,022	Female	78	0	0	Yes	Self-employed	Rural	67.9	35.3	never smoked
35,660	Male	18	0	0	No	Private	Rural	115.46	27.6	Unknown
50,605	Female	35	0	0	Yes	Private	Rural	123.94	28.7	never smoked
27,803	Female	54	0	0	Yes	Govt_job	Urban	231.54	29.9	never smoked
68,981	Female	71	1	0	Yes	Govt_job	Urban	219.8	34.2	formerly smoked
61,505	Female	24	0	0	No	Private	Rural	187.99	24.9	smokes
70,677	Male	60	0	0	Yes	Private	Rural	234.45	36.8	formerly smoked
49,620	Male	75	0	0	Yes	Private	Rural	75.47	24.5	formerly smoked
5,319	Male	48	0	0	Yes	Private	Rural	98.24	34.6	never smoked
51,100	Male	62	0	0	Yes	Govt_job	Rural	66.2	30	Unknown
163	Female	20	0	0	No	Private	Rural	94.67	28.8	Unknown
55,140	Male	69	1	0	No	Private	Urban	75.95	28.6	never smoked
52,882	Female	60	0	0	Yes	Govt_job	Rural	111.79	23.6	smokes
54,344	Female	12	0	0	No	children	Rural	80.89	20.1	Unknown
2,550	Female	28	0	0	Yes	Govt_job	Rural	86.91	21.1	formerly smoked
58,610	Female	55	0	0	Yes	Private	Urban	59.36	34.1	smokes
16,902	Female	70	0	1	Yes	Self-employed	Urban	240.69	null	smokes
60,603	Female	51	0	0	No	Private	Rural	66.67	29.5	never smoked
808	Female	16	0	0	No	Private	Rural	87.54	37.8	never smoked
61,881	Male	56	0	0	No	Self-employed	Urban	139.87	31.2	smokes
41,600	Male	52	0	0	Yes	Private	Rural	67.92	31.1	never smoked
12,786	Female	59	0	0	Yes	Private	Urban	83.62	34.2	Unknown
11,935	Female	9	0	0	No	children	Rural	110.97	17.7	Unknown
44,655	Female	34	0	0	Yes	Private	Rural	70.53	39.2	never smoked
48,644	Female	47	0	0	Yes	Self-employed	Rural	115.91	22.2	formerly smoked
41,527	Male	46	0	0	Yes	Private	Urban	59.74	29.5	smokes
50,975	Male	49	0	0	Yes	Private	Rural	62.64	27	never smoked
49,179	Male	10	0	0	No	children	Rural	84.81	16.8	never smoked
27,509	Female	76	1	0	Yes	Self-employed	Urban	78.68	23.3	never smoked
19,191	Male	82	0	0	Yes	Private	Urban	217.57	33.5	formerly smoked
25,149	Female	3	0	0	No	children	Rural	79.76	15.6	Unknown
42,626	Female	76	1	0	Yes	Govt_job	Rural	63.28	28.2	never smoked
2,578	Male	16	0	0	No	Govt_job	Rural	78.48	22.6	never smoked
55,975	Female	44	0	0	Yes	Govt_job	Rural	70.48	20.2	never smoked
62,182	Female	17	0	0	No	Private	Rural	120.96	22.2	formerly smoked
12,037	Female	73	0	0	Yes	Self-employed	Rural	77.29	22.6	never smoked
21,963	Male	31	0	0	Yes	Private	Urban	108.51	26.7	Unknown
26,250	Male	17	0	0	No	Self-employed	Urban	113.85	22.9	Unknown
13,960	Female	18	0	0	No	Never_worked	Urban	97.65	21.5	Unknown
56,573	Male	73	0	0	Yes	Private	Rural	121.83	30.3	formerly smoked
10,659	Female	8	0	0	No	children	Urban	81.53	14.8	Unknown
50,763	Male	42	0	0	Yes	Govt_job	Urban	58.35	24.3	never smoked
62,075	Female	40	0	0	Yes	Private	Urban	65.42	17.4	formerly smoked
10,119	Male	79	0	0	Yes	Private	Rural	69.34	29	never smoked
48,127	Male	53	0	0	Yes	Self-employed	Urban	109.09	26.3	smokes
65,892	Female	58	0	0	Yes	Self-employed	Urban	66.71	51.7	never smoked
33,370	Female	48	0	0	Yes	Private	Rural	114.92	29.2	Unknown
59,049	Female	17	0	0	No	Private	Rural	120.58	18.3	never smoked
53,896	Female	23	0	0	No	Private	Rural	165.36	21.9	smokes
21,980	Male	9	0	0	No	children	Urban	66.11	16.3	Unknown
70,497	Female	81	1	1	Yes	Private	Rural	126.34	27.4	smokes
58,652	Female	16	0	0	No	Never_worked	Rural	68.27	20.4	never smoked
30,335	Male	21	0	0	No	Private	Rural	92.86	23.2	never smoked
26,305	Male	29	0	0	No	Self-employed	Rural	96.77	30.3	formerly smoked
31,227	Male	8	0	0	No	children	Rural	89.24	16.7	Unknown
5,581	Female	39	0	0	Yes	Private	Rural	89.32	31	formerly smoked
1,989	Male	37	0	0	Yes	Private	Rural	107.06	null	smokes
43,803	Female	64	0	0	Yes	Private	Urban	65.63	33.5	smokes
41,395	Male	9	0	0	No	children	Urban	123.66	17	Unknown
71,784	Male	17	0	0	No	Private	Rural	63.82	19.4	smokes
57,979	Male	8	0	0	No	children	Rural	108.06	14.6	Unknown
54,437	Male	62	0	0	Yes	Self-employed	Rural	136.18	32.2	Unknown
67,159	Male	73	1	0	No	Govt_job	Urban	71.29	37.7	never smoked
7,230	Male	48	0	0	Yes	Govt_job	Rural	76.58	27.4	never smoked
68,306	Male	17	0	0	No	Private	Rural	119.58	25	never smoked
33,087	Female	10	0	0	No	children	Urban	109.3	20.1	Unknown

Subsets and Splits