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
40,850	Female	74	0	0	Yes	Govt_job	Urban	111.94	21.7	never smoked
57,612	Male	62	0	0	Yes	Private	Urban	81.64	38.2	never smoked
37,029	Male	5	0	0	No	children	Rural	97.64	17	Unknown
338	Female	43	0	0	Yes	Private	Rural	110.32	28.4	never smoked
9,565	Female	39	0	0	No	Private	Rural	79	30	never smoked
3,623	Female	37	0	0	Yes	Self-employed	Urban	95.08	34.1	never smoked
69,723	Male	15	0	0	No	Private	Urban	137.27	19.3	never smoked
47,662	Female	36	0	0	No	Self-employed	Urban	57.83	21.6	smokes
58,495	Male	34	0	0	Yes	Private	Rural	84.08	32.9	never smoked
71,222	Male	75	1	0	Yes	Private	Urban	234.51	27.2	formerly smoked
37,865	Male	53	0	0	Yes	Private	Urban	142.64	27.8	smokes
20,185	Female	61	0	0	Yes	Self-employed	Rural	69.77	29.9	never smoked
41,875	Female	45	0	0	Yes	Private	Urban	71.4	28.4	smokes
67,602	Female	17	0	0	No	Private	Urban	79.61	24.1	Unknown
40,387	Female	17	0	0	No	Private	Rural	77.46	24	Unknown
43,208	Female	19	0	0	No	Private	Urban	96.85	23.4	Unknown
54,324	Female	54	1	0	No	Govt_job	Urban	182.22	32.6	formerly smoked
51,110	Female	51	0	0	Yes	Self-employed	Urban	67.26	33.1	formerly smoked
36,969	Female	44	0	0	Yes	Private	Rural	60.02	33.8	formerly smoked
48,118	Female	82	0	0	Yes	Self-employed	Urban	113.45	30.3	never smoked
4,607	Female	49	0	0	Yes	Self-employed	Urban	112.31	36.9	Unknown
62,471	Female	34	0	0	Yes	Self-employed	Rural	68.53	29.7	never smoked
43,821	Female	63	1	0	Yes	Private	Rural	57.15	38.8	never smoked
7,218	Female	79	0	0	Yes	Private	Rural	214.73	30.9	never smoked
23,427	Female	81	0	0	Yes	Private	Rural	91.82	36.9	Unknown
66,014	Female	14	0	0	No	children	Urban	71.8	18.8	Unknown
41,652	Female	31	0	0	No	Private	Urban	63.41	25.5	formerly smoked
16,605	Male	57	0	0	Yes	Private	Urban	106.24	32.3	never smoked
42,091	Male	32	0	0	Yes	Govt_job	Rural	83.01	25.8	smokes
66,067	Male	66	0	0	Yes	Private	Rural	67.92	31.1	formerly smoked
50,222	Female	22	0	0	No	Private	Rural	74.99	27.9	smokes
41,214	Female	1.32	0	0	No	children	Rural	75.22	18.6	Unknown
72,386	Female	20	0	0	No	Private	Urban	61.88	20.1	never smoked
14,918	Female	41	0	0	Yes	Private	Urban	65.67	26.7	smokes
55,457	Female	48	0	0	Yes	Private	Urban	110.18	30.3	smokes
63,323	Male	49	1	0	Yes	Self-employed	Rural	119.3	30.4	formerly smoked
35,446	Male	73	0	0	Yes	Govt_job	Rural	208.69	30	Unknown
8,208	Male	19	0	0	No	Private	Rural	95.18	24.9	smokes
5,131	Female	51	0	0	Yes	Private	Urban	107.72	60.9	Unknown
68,157	Male	1.08	0	0	No	children	Rural	83.27	24.3	Unknown
4,795	Female	31	0	0	No	Private	Rural	90.29	38.7	Unknown
7,581	Male	4	0	0	No	children	Urban	81.87	18.6	Unknown
47,383	Male	1.8	0	0	No	children	Urban	153.31	17.1	Unknown
14,036	Male	44	0	0	Yes	Private	Rural	101.46	29.4	Unknown
25,942	Female	4	0	0	No	children	Urban	72.49	16.9	Unknown
24,018	Male	55	0	0	Yes	Private	Rural	86.58	34.2	never smoked
27,801	Female	34	0	0	Yes	Private	Urban	113.26	27.6	never smoked
52,978	Female	30	0	0	Yes	Private	Urban	84.92	47.8	never smoked
15,593	Female	7	0	0	No	children	Urban	128.17	18.9	Unknown
11,098	Male	75	0	0	Yes	Govt_job	Rural	93.93	24.4	formerly smoked
12,015	Male	14	0	0	No	children	Urban	99.87	25.2	Unknown
47,348	Female	61	0	0	Yes	Private	Urban	129.31	30.7	formerly smoked
44,155	Female	55	0	0	Yes	Govt_job	Urban	89.43	26.1	formerly smoked
62,656	Female	14	0	0	No	children	Rural	101.6	25.3	never smoked
8,838	Female	36	0	0	No	Private	Rural	66.55	32.8	smokes
42,563	Female	57	1	1	Yes	Private	Rural	231.72	45.7	formerly smoked
31,254	Female	20	0	0	No	Private	Urban	96.69	24.6	Unknown
27,922	Male	32	0	0	Yes	Private	Rural	102.13	32.3	never smoked
1,696	Female	43	0	0	Yes	Private	Urban	100.88	47.6	smokes
54,162	Male	43	0	0	Yes	Private	Rural	66.22	34.4	Unknown
70,396	Female	1.08	0	0	No	children	Urban	109.33	18.2	Unknown
65,907	Female	49	0	0	Yes	Private	Urban	206.53	44.5	smokes
49,451	Female	53	0	0	Yes	Private	Rural	83.91	36.6	Unknown
68,601	Female	18	0	0	No	Private	Urban	67.92	19.4	never smoked
13,236	Female	13	0	0	No	children	Rural	73.48	22.9	Unknown
65,998	Male	5	0	0	No	children	Rural	101.31	20	Unknown
5,875	Female	37	0	0	Yes	Private	Urban	103.66	36.1	smokes
47,427	Male	49	0	0	Yes	Self-employed	Urban	70.73	27.3	formerly smoked
29,734	Female	45	0	0	No	Govt_job	Rural	77.45	42.2	formerly smoked
72,715	Female	50	0	1	Yes	Private	Urban	193.8	26.4	never smoked
59,847	Female	12	0	0	No	children	Rural	114.34	23.6	never smoked
59,911	Male	12	0	0	No	children	Urban	69.25	18.6	Unknown
13,583	Female	5	0	0	No	children	Rural	88.44	18	Unknown
22,897	Male	39	0	0	Yes	Private	Rural	84.09	31.1	formerly smoked
11,898	Female	41	0	0	Yes	Private	Urban	87.06	30	never smoked
14,785	Female	41	0	0	Yes	Private	Rural	92.64	43.8	never smoked
45,163	Female	47	0	0	Yes	Private	Urban	99.36	23.8	smokes
57,254	Female	57	0	0	Yes	Private	Rural	135.63	36.2	formerly smoked
30,658	Male	16	0	0	No	children	Rural	82.44	32.6	Unknown
32,617	Male	3	0	0	No	children	Urban	81.88	18	Unknown
65,376	Female	65	0	0	Yes	Self-employed	Urban	95.44	25.5	smokes
1,731	Female	80	0	0	No	Self-employed	Urban	72.71	29.9	never smoked
38,441	Female	58	0	0	Yes	Private	Urban	65.45	32.1	never smoked
22,147	Female	74	0	0	Yes	Private	Urban	203.01	25.4	never smoked
50,663	Female	62	0	0	Yes	Govt_job	Urban	110.84	23.4	smokes
19,165	Male	33	0	0	Yes	Private	Urban	83.12	23.4	Unknown
60,562	Female	21	0	0	No	Private	Rural	55.12	21.8	never smoked
22,013	Female	17	0	0	No	Private	Rural	105.91	30.8	never smoked
39,936	Female	49	0	0	Yes	Private	Rural	61.57	37.9	formerly smoked
6,517	Female	24	0	0	Yes	Govt_job	Urban	83.1	42.5	smokes
62,576	Female	56	0	0	Yes	Private	Urban	66.32	23.4	never smoked
18,636	Female	26	0	0	Yes	Govt_job	Urban	72.56	35.4	never smoked
24,299	Male	54	1	0	Yes	Self-employed	Rural	97.99	32.3	smokes
40,826	Female	42	0	0	No	Private	Urban	63.27	27	never smoked
53,323	Female	34	0	0	No	Govt_job	Urban	79.6	46.3	never smoked
28,717	Female	56	1	0	Yes	Private	Rural	177.56	30.1	never smoked
53,028	Female	39	0	0	Yes	Private	Rural	81.31	34.7	never smoked
57,757	Female	77	0	0	Yes	Self-employed	Rural	59.91	18.3	never smoked
54,795	Female	12	0	0	No	children	Rural	132.85	16.2	never smoked
70,267	Male	65	0	0	Yes	Private	Rural	198.84	33.2	formerly smoked

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