Datasets:

Nnaodeh
/

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
5,686	Male	35	0	0	Yes	Private	Urban	69.88	27.7	Unknown
4,789	Male	8	0	0	No	children	Rural	91.54	13.4	Unknown
897	Male	3	0	0	No	children	Rural	65.85	17	Unknown
69,553	Female	29	0	0	Yes	Private	Rural	60.74	20	never smoked
58,438	Male	36	0	0	No	Private	Rural	233.52	40.9	never smoked
29,104	Female	19	0	0	No	Private	Urban	110.7	38.5	never smoked
26,862	Female	41	0	0	Yes	Govt_job	Rural	78.93	30.9	formerly smoked
38,036	Female	23	0	0	No	Private	Urban	124.5	33.4	Unknown
36,666	Male	14	0	0	No	children	Urban	57.95	17.1	Unknown
16,316	Male	35	0	0	Yes	Private	Rural	92.82	28.6	Unknown
61,365	Male	45	0	0	Yes	Private	Rural	58.25	24	smokes
12,512	Female	52	1	0	Yes	Private	Rural	213.54	32	never smoked
31,835	Male	19	0	0	No	Private	Urban	74.86	28.4	never smoked
4,099	Female	21	0	0	No	Private	Urban	78.35	20.3	Unknown
26,893	Male	8	0	0	No	children	Urban	101.26	33.8	Unknown
35,143	Female	35	0	0	Yes	Private	Urban	86.87	43.2	Unknown
1,486	Female	33	0	0	Yes	Private	Rural	124.01	22.7	Unknown
5,043	Female	53	0	0	Yes	Private	Urban	83.41	29.9	never smoked
2,513	Male	59	0	1	Yes	Govt_job	Urban	188.69	null	formerly smoked
5,451	Male	34	0	0	Yes	Private	Rural	86.51	null	formerly smoked
3,640	Female	31	0	0	No	Self-employed	Rural	70.65	29.9	Unknown
17,835	Female	43	0	0	No	Self-employed	Rural	92.4	22.7	Unknown
26,826	Female	61	0	0	Yes	Self-employed	Urban	73.36	16.1	never smoked
45,713	Female	57	0	0	Yes	Govt_job	Urban	219.5	33.8	formerly smoked
37,660	Male	11	0	0	No	children	Rural	105.73	22.6	never smoked
24,782	Male	36	0	0	Yes	Private	Rural	83.79	25.5	smokes
63,416	Female	16	0	0	No	Private	Urban	58.02	22.5	Unknown
16,953	Female	60	0	0	Yes	Govt_job	Rural	61.94	27.9	formerly smoked
42,082	Male	13	0	0	No	children	Rural	99.71	23.5	Unknown
51,660	Female	69	0	0	Yes	Self-employed	Rural	63.19	32.2	never smoked
27,135	Male	69	1	0	Yes	Private	Rural	107.11	null	smokes
54,058	Female	22	0	0	No	Private	Urban	56.84	29.9	smokes
24,272	Male	63	0	0	Yes	Govt_job	Rural	217.66	28.7	formerly smoked
16,028	Female	45	0	0	Yes	Private	Rural	77.19	37.2	smokes
49,645	Male	58	0	0	No	Private	Rural	76.22	22.2	formerly smoked
54,347	Male	61	0	0	Yes	Self-employed	Rural	155.32	26.6	formerly smoked
4,861	Female	30	0	0	Yes	Private	Urban	70.67	24.6	smokes
54,353	Female	78	1	1	Yes	Private	Urban	227.16	41.7	never smoked
71,016	Female	68	0	0	Yes	Private	Rural	58.69	26.2	formerly smoked
33,768	Female	16	0	0	No	Self-employed	Urban	88.85	27.1	Unknown
62,681	Female	38	1	0	Yes	Private	Urban	137.94	41.8	never smoked
41,007	Female	39	0	0	Yes	Private	Urban	60.6	34.2	never smoked
35,450	Female	51	0	0	Yes	Private	Rural	93.67	19.2	never smoked
62,793	Male	37	0	0	Yes	Private	Urban	79.56	25.2	never smoked
66,592	Male	16	0	0	No	Private	Rural	122.46	18.7	never smoked
33,462	Male	39	0	0	Yes	Private	Urban	92.32	43	never smoked
29,804	Male	24	1	0	Yes	Private	Rural	80.63	28.2	smokes
33,906	Male	51	0	0	Yes	Govt_job	Urban	92.32	34.7	smokes
43,510	Female	50	1	0	Yes	Govt_job	Urban	59.89	25.5	never smoked
21,202	Female	27	0	0	Yes	Private	Urban	80.57	39.8	smokes
7,222	Female	73	0	0	Yes	Self-employed	Urban	88.52	20.8	formerly smoked
13,561	Female	65	0	0	Yes	Private	Urban	88.82	28.2	formerly smoked
29,179	Female	76	1	1	Yes	Private	Rural	102.08	31	smokes
5,511	Male	66	0	0	Yes	Self-employed	Urban	71.38	null	formerly smoked
20,825	Female	53	0	0	Yes	Govt_job	Rural	84.9	21.6	never smoked
67,144	Female	65	0	0	Yes	Self-employed	Urban	82.21	26.2	Unknown
15,515	Female	48	0	0	Yes	Self-employed	Rural	209.9	null	smokes
3,753	Male	31	0	0	Yes	Private	Urban	74.05	26	Unknown
27,279	Male	1.72	0	0	No	children	Urban	90.46	22.5	Unknown
48,759	Female	45	0	0	Yes	Private	Rural	176.48	24	formerly smoked
69,524	Male	56	0	0	Yes	Self-employed	Urban	94.07	31.5	never smoked
28,443	Male	62	0	0	Yes	Self-employed	Urban	85.12	36.3	formerly smoked
38,578	Female	35	0	0	No	Private	Urban	71.81	25.4	Unknown
66,502	Male	16	0	0	No	Private	Rural	111.93	32.2	never smoked
50,978	Female	31	0	0	Yes	Govt_job	Urban	94.4	39.8	Unknown
9,034	Male	5	0	0	No	children	Urban	70	18.6	Unknown
16,582	Male	26	0	0	Yes	Private	Rural	95.57	30.7	smokes
28,500	Male	10	0	0	No	children	Urban	91.98	16.4	Unknown
70,241	Female	22	0	0	No	Private	Urban	66.29	20.5	smokes
32,452	Female	82	0	1	Yes	Self-employed	Rural	211.88	28.7	never smoked
45,573	Female	50	0	0	Yes	Private	Rural	76.55	29	smokes
64,412	Female	47	0	0	Yes	Private	Urban	56.67	24.4	never smoked
66,647	Male	31	0	0	Yes	Private	Rural	100.52	29.9	Unknown
39,450	Male	22	0	0	No	Private	Rural	58.96	25.3	Unknown
57,109	Female	12	0	0	No	children	Rural	81.66	23.5	formerly smoked
3,591	Female	63	1	0	Yes	Private	Rural	96.77	20.5	never smoked
25,138	Female	78	1	0	Yes	Private	Rural	91.63	33.5	smokes
17,277	Male	4	0	0	No	children	Urban	97.51	22	Unknown
35,333	Male	76	1	0	Yes	Private	Rural	225.6	29	never smoked
18,861	Male	32	0	0	No	Private	Rural	95.58	null	smokes
15,120	Female	81	1	0	Yes	Self-employed	Rural	210.23	30.7	never smoked
29,221	Female	39	0	0	Yes	Private	Urban	92.82	37.4	never smoked
11,412	Female	59	0	0	Yes	Private	Rural	234.82	51.8	never smoked
38,858	Male	2	0	0	No	children	Rural	65.67	16.6	Unknown
6,802	Female	37	0	0	Yes	Private	Urban	74.51	29.5	Unknown
8,644	Female	78	0	1	Yes	Private	Rural	81.99	27.3	formerly smoked
54,579	Female	75	0	0	Yes	Self-employed	Urban	87.69	27.5	formerly smoked
41,935	Male	34	0	0	No	Private	Rural	125.29	33.9	never smoked
17,926	Female	48	0	0	Yes	Govt_job	Rural	111.64	27.9	Unknown
13,862	Female	13	0	0	No	Never_worked	Urban	70.93	22.9	never smoked
64,523	Male	54	1	0	Yes	Private	Urban	89.93	32.1	never smoked
66,065	Male	13	0	0	No	children	Rural	137.45	18.2	Unknown
71,869	Female	24	0	0	No	Private	Rural	72.06	30.2	formerly smoked
11,024	Female	76	0	0	Yes	Private	Rural	97.9	31.3	formerly smoked
46,035	Male	1	0	0	No	children	Urban	84.85	20.3	Unknown
24,630	Male	57	0	0	Yes	Private	Rural	230.59	23.2	formerly smoked
11,238	Male	46	0	0	Yes	Private	Rural	92.81	30.8	Unknown
54,946	Female	26	0	0	No	Private	Urban	168.15	22.9	never smoked
24,229	Female	56	0	0	Yes	Self-employed	Urban	224.63	42.8	never smoked
29,934	Male	34	0	0	Yes	Private	Urban	108.12	22.2	Unknown

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