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
44,112	Female	51	0	0	Yes	Self-employed	Urban	219.92	33.5	formerly smoked
56,645	Female	79	0	0	Yes	Govt_job	Rural	79.16	34.8	formerly smoked
16,652	Female	69	0	0	Yes	Self-employed	Urban	99.68	17.6	formerly smoked
32,445	Female	78	0	0	Yes	Self-employed	Urban	79.55	21.1	formerly smoked
18,752	Male	60	0	0	Yes	Private	Rural	87.86	29	formerly smoked
35,152	Male	10	0	0	No	children	Urban	76.92	15.8	Unknown
70,081	Male	42	1	0	Yes	Self-employed	Rural	77.24	41.2	Unknown
72,340	Male	21	0	0	No	Private	Urban	120.94	29.7	formerly smoked
67,112	Female	56	0	0	Yes	Private	Rural	77.66	40.8	never smoked
42,323	Male	59	0	0	Yes	Govt_job	Rural	231.95	33.2	never smoked
35,022	Female	69	0	0	Yes	Private	Urban	111.48	37	smokes
21,625	Female	25	0	0	Yes	Private	Urban	84.25	24.5	Unknown
49,972	Male	63	0	0	Yes	Self-employed	Rural	216.38	34.5	never smoked
44,142	Male	25	0	0	No	Private	Rural	95.01	28	never smoked
364	Female	58	0	0	Yes	Private	Urban	105.74	26.8	formerly smoked
59,669	Female	28	0	0	Yes	Private	Rural	58.41	21	Unknown
69,900	Female	46	0	0	Yes	Govt_job	Urban	56.89	23.8	smokes
12,753	Male	53	0	0	Yes	Private	Urban	86.25	29.3	never smoked
10,273	Female	37	0	0	Yes	Private	Rural	86.49	24.4	Unknown
30,824	Male	12	0	0	No	children	Rural	115.47	22.6	Unknown
587	Female	14	0	0	No	children	Rural	92.22	22.8	Unknown
55,856	Female	60	0	0	Yes	Private	Rural	83.16	29.7	smokes
47,196	Male	42	0	0	Yes	Private	Rural	110.68	32.4	formerly smoked
67,724	Female	65	0	0	Yes	Private	Rural	70.06	35.8	Unknown
23,488	Male	80	1	0	Yes	Self-employed	Urban	213.33	31.1	formerly smoked
2,849	Male	32	0	0	Yes	Private	Urban	93.52	31.9	Unknown
12,134	Female	53	0	0	Yes	Govt_job	Rural	87.62	33.7	smokes
24,058	Female	50	0	0	Yes	Govt_job	Rural	77.67	25.6	never smoked
15,117	Female	23	0	0	No	Private	Rural	95.66	19.9	smokes
72,915	Female	45	0	0	Yes	Private	Urban	172.33	45.3	formerly smoked
61,836	Female	0.8	0	0	No	children	Urban	106.59	15.5	Unknown
13,116	Male	49	0	0	Yes	Private	Urban	87.06	28.3	never smoked
48,146	Male	70	0	1	Yes	Private	Rural	93.02	40.2	formerly smoked
72,819	Female	82	0	0	Yes	Self-employed	Urban	243.59	24.3	never smoked
20,070	Male	23	0	0	No	Private	Urban	86.7	24.6	Unknown
8,778	Female	79	0	0	Yes	Self-employed	Rural	97.81	26.6	formerly smoked
13,764	Female	74	0	0	Yes	Private	Urban	116.04	30.9	never smoked
2,005	Male	78	0	1	Yes	Self-employed	Urban	169.43	23.5	formerly smoked
8,616	Female	50	0	0	Yes	Private	Rural	68.41	23.9	smokes
51,524	Female	34	0	0	Yes	Private	Rural	94.44	34.2	Unknown
50,541	Male	47	0	0	Yes	Govt_job	Urban	73.48	34.9	smokes
21,971	Female	52	0	0	Yes	Govt_job	Rural	183.87	26.2	never smoked
32,183	Female	67	0	0	Yes	Private	Rural	66.08	36.2	never smoked
30,145	Female	62	0	0	Yes	Private	Rural	72.19	22.4	Unknown
30,482	Female	18	0	0	No	Private	Rural	101.09	19.3	smokes
30,790	Female	75	1	0	Yes	Govt_job	Urban	88.83	41.7	never smoked
63,337	Female	42	0	0	Yes	Private	Rural	69.99	46	smokes
66,264	Male	29	0	0	Yes	Govt_job	Urban	102.4	26.9	smokes
641	Male	52	0	0	Yes	Govt_job	Rural	87.26	40.1	smokes
42,412	Female	18	0	0	No	Private	Urban	146.59	27.7	Unknown
65,693	Male	67	0	0	Yes	Govt_job	Rural	59	29.5	Unknown
3,746	Female	66	0	0	Yes	Private	Urban	76.83	26	never smoked
71,304	Male	5	0	0	No	children	Urban	101.83	22.7	Unknown
34,935	Female	18	0	0	No	Govt_job	Urban	90.92	16	never smoked
29,173	Male	52	0	0	Yes	Govt_job	Urban	67.5	27.7	smokes
26,474	Female	44	0	0	Yes	Govt_job	Urban	97.16	33.1	Unknown
56,857	Male	46	1	0	Yes	Govt_job	Urban	85.62	33.1	formerly smoked
13,529	Female	36	0	0	Yes	Govt_job	Rural	129.43	29.7	never smoked
61,979	Female	61	0	0	Yes	Govt_job	Urban	106.01	34	smokes
70,886	Female	7	0	0	No	children	Rural	114.82	33.3	Unknown
27,693	Female	15	0	0	No	children	Urban	121.39	27	Unknown
59,762	Male	61	0	0	Yes	Private	Urban	227.98	14.2	Unknown
57,308	Male	20	0	0	No	Private	Urban	78.97	19.4	never smoked
3,701	Female	2	0	0	No	children	Urban	84.12	15.3	Unknown
61,339	Male	47	0	0	Yes	Self-employed	Urban	95.04	28.7	never smoked
24,965	Female	25	0	0	No	Govt_job	Rural	103.15	21	smokes
33,952	Male	66	1	0	Yes	Private	Urban	82.91	28.9	formerly smoked
39,042	Male	2	0	0	No	children	Urban	70.93	20.3	Unknown
43,039	Female	63	0	0	Yes	Private	Rural	153.6	28	formerly smoked
59,915	Female	53	0	0	No	Private	Urban	129.43	29.6	never smoked
4,727	Female	33	0	0	Yes	Govt_job	Rural	81	30.2	formerly smoked
16,481	Female	23	0	0	No	Govt_job	Rural	71.81	22.2	Unknown
15,018	Female	23	0	0	No	Govt_job	Urban	84.46	28.4	formerly smoked
49,702	Female	81	0	0	Yes	Self-employed	Rural	101.32	29.6	formerly smoked
48,017	Male	55	0	0	Yes	Private	Urban	62.56	28.6	never smoked
15,313	Female	69	1	0	Yes	Govt_job	Urban	208.2	32.6	formerly smoked
22,231	Male	58	0	0	Yes	Private	Urban	199.42	29	never smoked
45,461	Female	70	0	0	Yes	Private	Urban	91.28	30.1	Unknown
30,678	Female	48	0	0	Yes	Private	Urban	77.99	31.2	formerly smoked
57,904	Male	15	0	0	No	Private	Urban	190.13	20.7	never smoked
67,483	Male	31	1	0	Yes	Private	Urban	149.68	45.1	never smoked
5,646	Female	2	0	0	No	children	Rural	92.3	14.8	Unknown
67,911	Male	80	0	0	No	Self-employed	Rural	235.54	37.4	formerly smoked
16,856	Female	69	0	0	Yes	Private	Rural	84.46	19.9	Unknown
37,972	Female	52	0	0	Yes	Private	Rural	68.7	16	Unknown
62,414	Male	80	1	0	Yes	Self-employed	Urban	178.89	27.4	Unknown
50,485	Male	54	0	0	Yes	Private	Rural	227.74	33.4	smokes
47,405	Female	2	0	0	No	children	Rural	100.66	18.5	Unknown
70,928	Male	39	0	0	Yes	Govt_job	Urban	73.62	33.4	Unknown
4,679	Female	38	0	0	Yes	Private	Rural	100.05	20.8	smokes
15,070	Male	76	0	1	Yes	Private	Rural	213.8	22	never smoked
25,625	Female	45	0	0	No	Private	Rural	103.94	32.5	smokes
35,123	Female	1.24	0	0	No	children	Urban	84.2	19.2	Unknown
20,165	Female	77	0	0	Yes	Private	Urban	250.8	32.9	never smoked
41,730	Female	46	0	0	No	Govt_job	Rural	112.29	23.5	Unknown
38,761	Female	50	0	0	Yes	Private	Urban	65.98	21.7	never smoked
4,797	Female	52	0	0	Yes	Private	Urban	99.1	29.1	Unknown
19,199	Female	73	1	0	Yes	Private	Rural	217.84	null	never smoked
30,402	Male	41	0	0	Yes	Private	Urban	104.34	30.3	Unknown
25,088	Female	40	0	0	No	Private	Rural	217	29.4	formerly smoked

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