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
13,598	Male	60	0	0	Yes	Self-employed	Urban	227.23	40	formerly smoked
24,246	Male	7	0	0	No	children	Urban	77.76	18.1	Unknown
29,276	Male	3	0	0	No	children	Urban	72.76	18.8	Unknown
20,979	Female	39	0	0	No	Private	Rural	90.11	23.6	never smoked
46,048	Male	60	0	0	Yes	Govt_job	Rural	203.27	29.7	never smoked
35,217	Female	60	1	0	Yes	Private	Urban	234.5	43.7	never smoked
11,816	Female	46	0	0	Yes	Self-employed	Urban	71.12	27.3	never smoked
48,721	Male	26	0	0	No	Private	Urban	190.67	20.2	never smoked
24,163	Female	12	0	0	No	children	Rural	116.04	23.8	Unknown
8,022	Male	16	0	0	No	Private	Urban	82.95	21.4	never smoked
10,950	Female	2	0	0	No	children	Urban	112.75	25.1	Unknown
21,830	Female	82	0	0	Yes	Private	Urban	82.63	17.9	smokes
26,594	Female	32	0	0	Yes	Private	Urban	92.75	34.5	smokes
14,789	Female	62	0	0	Yes	Private	Rural	117.63	27.1	formerly smoked
46,670	Female	75	1	0	Yes	Self-employed	Rural	197.06	26.1	never smoked
31,426	Female	81	1	0	Yes	Govt_job	Urban	216.07	43.4	never smoked
64,435	Female	37	0	0	Yes	Private	Rural	76.03	33.2	never smoked
68,789	Female	28	0	0	No	Private	Urban	62.44	37.2	Unknown
56,254	Female	25	0	0	No	Private	Rural	108.82	41.3	smokes
17,478	Male	44	0	0	Yes	Govt_job	Urban	101.66	35.4	never smoked
59,908	Female	11	0	0	No	children	Rural	121.15	26.1	Unknown
34,130	Male	54	1	0	Yes	Private	Rural	116.44	24.5	never smoked
22,282	Male	52	1	0	Yes	Govt_job	Rural	116.62	null	smokes
21,110	Female	43	0	0	Yes	Private	Urban	93.3	32.7	never smoked
71,622	Female	56	0	0	Yes	Private	Urban	144.33	29.2	never smoked
10,056	Female	37	0	0	Yes	Private	Urban	98.02	20.4	never smoked
2,424	Male	60	0	0	Yes	Private	Urban	80.67	33.5	Unknown
24,736	Female	4	0	0	No	children	Urban	94.27	14	Unknown
8,920	Female	51	0	0	Yes	Self-employed	Rural	76.35	33.5	formerly smoked
62,715	Male	82	0	1	Yes	Private	Urban	57.56	27.5	never smoked
70,615	Female	56	0	0	Yes	Govt_job	Urban	179.14	35.3	Unknown
43,507	Female	60	0	0	Yes	Private	Rural	63.49	30.1	never smoked
43,035	Male	35	0	0	Yes	Private	Rural	145.18	32.6	smokes
44,799	Female	32	0	0	Yes	Private	Rural	66.3	47.5	never smoked
49,053	Female	45	0	0	No	Private	Rural	120.56	31.6	never smoked
33,102	Male	10	0	0	No	children	Rural	69.2	23.5	formerly smoked
59,405	Female	68	1	0	Yes	Private	Urban	150.74	40.3	Unknown
18,283	Female	51	0	0	Yes	Govt_job	Urban	81.38	34.1	smokes
4,929	Male	8	0	0	No	children	Urban	78.48	16.1	Unknown
37,289	Female	63	0	0	Yes	Self-employed	Rural	203.87	26.4	never smoked
6,202	Male	4	0	0	No	children	Urban	87	19	Unknown
24,106	Female	33	0	0	Yes	Private	Rural	84.68	34.7	formerly smoked
32,126	Female	56	0	1	Yes	Private	Urban	91.89	23.3	smokes
56,322	Male	49	0	1	Yes	Govt_job	Rural	88.97	32.6	never smoked
54,869	Female	30	0	0	Yes	Private	Urban	116.98	26	never smoked
40,887	Male	16	0	0	No	children	Urban	135.82	35.1	never smoked
29,764	Female	1.8	0	0	No	children	Rural	96.62	18.6	Unknown
38,287	Male	54	0	0	Yes	Private	Rural	106.53	30.4	formerly smoked
53,426	Male	49	0	0	Yes	Private	Rural	58.42	32.8	formerly smoked
14,943	Female	17	0	0	No	Private	Rural	79.62	21.6	never smoked
65,351	Male	11	0	0	No	children	Urban	141.84	23.3	Unknown
61,830	Male	51	0	0	Yes	Private	Rural	78.05	31.4	never smoked
71,777	Male	74	1	1	Yes	Private	Rural	77.16	26.3	never smoked
69,059	Female	42	0	0	Yes	Private	Urban	86.3	20.1	never smoked
11,908	Female	69	0	0	Yes	Self-employed	Urban	83.55	28.3	formerly smoked
24,955	Female	22	0	0	No	Private	Rural	102	40.4	smokes
61,477	Female	25	0	0	No	Private	Urban	68.07	18.6	smokes
724	Male	17	0	0	No	Private	Rural	81.77	44.7	never smoked
22,614	Male	64	0	0	No	Self-employed	Rural	82.62	25.3	smokes
61,997	Female	50	0	0	Yes	Private	Urban	102.03	28.3	Unknown
6,605	Male	52	1	0	Yes	Govt_job	Urban	235.06	39.9	formerly smoked
46,987	Female	65	0	1	Yes	Private	Rural	57.52	null	formerly smoked
70,428	Female	37	0	0	Yes	Govt_job	Urban	76.98	34.7	never smoked
2,267	Female	31	0	0	Yes	Self-employed	Urban	82.31	31.9	never smoked
25,476	Female	52	0	0	Yes	Private	Urban	83.84	35	Unknown
52,960	Female	56	0	0	Yes	Self-employed	Urban	98.14	32.7	formerly smoked
56,600	Female	43	0	0	Yes	Private	Rural	84.04	30.6	Unknown
9,394	Male	11	0	0	No	children	Rural	92.24	27.9	Unknown
42,400	Female	2	0	0	No	children	Urban	94.92	20.4	Unknown
36,210	Female	16	0	0	No	Private	Rural	112.7	29.6	never smoked
34,416	Male	23	0	0	No	Private	Urban	74.34	23.5	never smoked
37,192	Female	40	0	0	Yes	Private	Urban	72.99	46.4	Unknown
20,237	Male	15	0	0	No	Private	Urban	104.9	27.4	never smoked
60,635	Male	48	0	0	Yes	Private	Rural	99.96	25.2	never smoked
32,571	Male	33	0	0	Yes	Private	Urban	85.27	25.8	Unknown
52,368	Male	46	0	0	Yes	Private	Urban	60.32	33.3	smokes
66,786	Female	53	0	0	Yes	Private	Rural	94.14	27.7	smokes
12,668	Male	68	0	0	Yes	Self-employed	Urban	195.43	28.9	never smoked
64,155	Male	60	0	0	Yes	Govt_job	Rural	200.25	33.1	never smoked
17,885	Male	57	0	0	No	Govt_job	Rural	90.31	38.1	smokes
18,930	Female	51	0	0	Yes	Govt_job	Urban	95.33	27.9	never smoked
15,728	Female	0.4	0	0	No	children	Rural	85.65	17.4	Unknown
71,846	Female	76	0	0	Yes	Govt_job	Urban	223.64	27.1	smokes
37,515	Female	46	0	0	Yes	Govt_job	Rural	76.43	22.7	Unknown
25,763	Female	23	0	0	No	Private	Urban	98.66	28.3	Unknown
16,566	Male	9	0	0	No	children	Urban	75.84	21.5	Unknown
30,836	Female	53	0	0	Yes	Private	Urban	85.46	30	never smoked
68,060	Male	4	0	0	No	children	Urban	81.33	18.6	Unknown
51,958	Female	62	1	0	No	Private	Urban	199.78	45.2	Unknown
45,285	Male	37	0	0	Yes	Private	Urban	176.42	39.7	Unknown
19,271	Female	82	1	1	Yes	Self-employed	Urban	101.56	31.5	never smoked
6,576	Female	33	0	0	Yes	Private	Urban	84.48	23.2	formerly smoked
6,850	Male	3	0	0	No	children	Urban	93.21	27.3	Unknown
25,798	Male	14	0	0	No	Private	Urban	72.88	26.5	never smoked
28,611	Male	16	0	0	No	Private	Urban	84.1	19.3	Unknown
15,061	Male	40	0	0	Yes	Govt_job	Rural	72.84	26.1	Unknown
40,323	Female	18	0	0	No	Private	Urban	70.89	19.8	never smoked
40,842	Female	29	0	0	Yes	Private	Rural	108.14	25.1	formerly smoked
23,765	Female	56	0	0	Yes	Govt_job	Rural	244.3	37.3	never smoked
66,287	Male	33	0	0	Yes	Private	Rural	88.04	30.3	formerly smoked

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