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
8,655	Female	51	0	1	Yes	Self-employed	Urban	100.96	33.4	never smoked
760	Male	0.8	0	0	No	children	Urban	75.22	33.1	Unknown
47,501	Female	57	0	0	Yes	Private	Urban	59.85	41.5	never smoked
16,863	Female	8	0	0	No	children	Rural	104.75	17.1	Unknown
51,342	Female	69	0	0	Yes	Govt_job	Rural	70.98	30	Unknown
35,759	Female	16	0	0	No	Private	Rural	92.77	24.9	Unknown
17,270	Female	56	0	0	Yes	Private	Urban	82.12	32.5	smokes
53,862	Female	41	0	0	Yes	Govt_job	Rural	106.35	26.1	never smoked
40,951	Female	1.24	0	0	No	children	Rural	77.33	19.2	Unknown
56,976	Female	42	0	0	Yes	Private	Urban	96.01	38.7	Unknown
37,299	Male	57	0	0	Yes	Private	Urban	107.49	29.5	never smoked
33,247	Male	20	0	0	No	Private	Rural	88.47	28.1	smokes
32,560	Female	8	0	0	No	children	Rural	87.92	14.1	Unknown
10,973	Male	43	0	0	Yes	Private	Urban	91.13	33.9	never smoked
3,816	Male	62	0	0	Yes	Private	Rural	80.72	26	formerly smoked
50,215	Male	42	0	0	No	Govt_job	Rural	59.83	52.8	never smoked
10,351	Male	50	0	0	Yes	Private	Urban	67.02	null	formerly smoked
69,665	Female	63	0	0	Yes	Private	Rural	60.22	29.2	never smoked
14,976	Male	80	0	1	Yes	Private	Rural	82.41	26.3	smokes
28,183	Female	13	0	0	No	children	Urban	75.78	23.6	Unknown
33,085	Female	20	0	0	No	Private	Rural	102.42	18.6	never smoked
13,386	Female	71	0	1	Yes	Self-employed	Rural	98.45	29.7	Unknown
15,601	Female	50	0	0	Yes	Private	Urban	93.51	30.9	smokes
22,254	Female	76	0	0	Yes	Private	Rural	113.68	22.8	Unknown
15,539	Female	41	0	0	Yes	Private	Rural	97.41	25.5	never smoked
58,235	Male	76	0	0	Yes	Private	Urban	58.65	25.6	smokes
21,162	Female	78	0	0	Yes	Self-employed	Rural	81.68	23	Unknown
67,880	Male	5	0	0	No	children	Urban	148.52	20.6	Unknown
42,545	Male	29	1	0	Yes	Private	Urban	77.55	null	formerly smoked
48,359	Female	43	0	0	Yes	Private	Rural	142.12	28.4	smokes
54,815	Female	49	0	0	Yes	Private	Urban	125.3	29.7	formerly smoked
6,233	Male	70	1	0	Yes	Self-employed	Rural	118.81	26	smokes
52,225	Male	24	0	0	No	Private	Urban	84.16	37.5	smokes
50,463	Female	41	0	0	Yes	Private	Urban	78.74	42.3	smokes
49,084	Male	20	0	0	No	Private	Urban	57.51	21.4	Unknown
61,889	Male	34	0	0	Yes	Private	Urban	61.11	29.3	never smoked
25,525	Male	32	0	0	Yes	Private	Urban	78.3	31	Unknown
9,730	Male	27	0	0	Yes	Private	Urban	76.19	22	never smoked
30,622	Female	44	0	0	Yes	Govt_job	Rural	115.99	20.9	never smoked
26,480	Male	20	0	0	No	Private	Rural	100.8	45.9	never smoked
65,895	Female	52	0	0	Yes	Private	Urban	98.27	61.2	Unknown
4,913	Female	57	0	0	Yes	Private	Rural	93.85	29.1	never smoked
20,676	Male	29	0	0	No	Private	Rural	94.69	28.4	smokes
52,410	Female	16	0	0	No	Private	Urban	136.23	22.6	Unknown
57,944	Female	35	0	0	Yes	Govt_job	Rural	56.12	24.2	smokes
20,290	Female	5	0	0	No	children	Rural	93.03	16.3	Unknown
10,875	Male	63	0	0	Yes	Private	Rural	196.81	35.9	never smoked
2,393	Male	59	1	0	Yes	Private	Rural	87.81	29.8	formerly smoked
66,464	Male	63	0	0	Yes	Private	Urban	222.66	37	formerly smoked
40,548	Male	52	0	0	Yes	Private	Rural	223.58	35.8	never smoked
19,699	Female	50	0	0	No	Private	Urban	85.77	21.1	never smoked
205	Female	43	0	0	Yes	Private	Rural	88.23	37.6	Unknown
54,805	Female	27	0	0	No	Self-employed	Urban	73.65	24.8	Unknown
53,195	Male	30	0	0	No	Private	Urban	141.8	31.9	never smoked
9,107	Female	8	0	0	No	children	Rural	92.65	17.5	Unknown
65,196	Male	75	1	0	Yes	Private	Rural	198.79	null	smokes
58,833	Male	14	0	0	No	Private	Rural	61.04	17.6	Unknown
4,309	Female	23	0	0	Yes	Private	Rural	102.88	38.9	Unknown
55,462	Male	6	0	0	No	children	Urban	123.39	15.2	Unknown
51,746	Female	37	0	0	Yes	Govt_job	Rural	67.07	27.4	never smoked
59,335	Male	38	0	0	Yes	Govt_job	Rural	69.88	27.9	smokes
65,644	Male	3	0	0	No	children	Urban	57.02	16.1	Unknown
52,790	Female	26	0	0	No	Govt_job	Urban	123.81	39	never smoked
42,681	Female	58	0	0	Yes	Govt_job	Rural	73.36	36.6	formerly smoked
33,697	Male	57	0	0	Yes	Private	Rural	90.54	33.7	never smoked
51,963	Male	58	0	0	Yes	Private	Urban	69.24	27.6	never smoked
13,375	Male	76	0	0	Yes	Private	Urban	192.39	31	never smoked
37,526	Female	68	1	1	Yes	Private	Rural	233.3	null	Unknown
59,454	Female	79	0	0	Yes	Self-employed	Urban	74.35	28.5	formerly smoked
23,600	Male	34	0	0	Yes	Private	Rural	71.94	31.4	smokes
61,245	Male	75	0	0	Yes	Self-employed	Rural	82.35	25.3	never smoked
53,489	Male	11	0	0	No	children	Rural	73.28	17.2	never smoked
42,284	Male	71	1	0	Yes	Self-employed	Rural	97.57	26.9	Unknown
69,089	Female	40	0	0	Yes	Private	Rural	83.3	32	smokes
68,970	Female	24	0	0	No	Private	Urban	85.07	22.5	Unknown
42,938	Male	0.64	0	0	No	children	Urban	60.4	17.3	Unknown
11,327	Female	82	0	0	Yes	Self-employed	Urban	79.96	27	formerly smoked
5,464	Male	32	0	0	Yes	Private	Rural	70.96	33.1	Unknown
56,995	Female	81	0	0	Yes	Private	Urban	82.86	25	never smoked
53,646	Female	33	1	0	No	Private	Rural	97.87	null	smokes
45,139	Female	79	0	1	Yes	Private	Rural	201.38	31.1	never smoked
38,354	Female	62	0	0	Yes	Self-employed	Urban	91.82	19.6	Unknown
15,566	Male	39	0	0	Yes	Private	Rural	91.85	24.7	smokes
4,793	Female	60	1	0	Yes	Self-employed	Urban	99.23	48	formerly smoked
59,223	Male	48	0	0	Yes	Private	Urban	68.13	38	formerly smoked
30,927	Male	24	0	0	No	Private	Rural	93.76	24	formerly smoked
966	Female	70	1	0	Yes	Self-employed	Rural	103.89	30	never smoked
62,923	Female	17	0	0	No	Private	Urban	87.39	24.6	Unknown
30,627	Female	56	0	0	Yes	Govt_job	Urban	89.53	23.1	Unknown
17,236	Female	3	0	0	No	children	Urban	66.61	17.4	Unknown
27,566	Male	65	0	0	Yes	Private	Rural	236.14	43.1	Unknown
6,368	Male	72	0	1	Yes	Private	Urban	99.76	27.1	formerly smoked
33,876	Male	10	0	0	No	children	Urban	87.09	14.3	Unknown
52,164	Male	29	0	0	Yes	Private	Urban	193.81	46.8	never smoked
32,446	Female	44	0	0	Yes	Private	Rural	97.27	26	never smoked
56,855	Male	46	0	0	Yes	Private	Urban	137.77	29.3	never smoked
43,837	Male	33	0	0	Yes	Private	Urban	105.19	50.1	smokes
5,477	Male	63	0	1	Yes	Self-employed	Urban	82.72	null	never smoked
64,974	Male	0.24	0	0	No	children	Urban	58.35	18.6	Unknown
33,976	Male	55	0	0	Yes	Private	Urban	68.79	27	never smoked

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