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
45,257	Female	38	0	0	Yes	Private	Rural	81.28	33.2	smokes
34,386	Female	43	0	0	Yes	Private	Rural	102.5	50.2	never smoked
15,219	Female	27	0	0	No	Private	Rural	78.05	22.3	never smoked
39,202	Female	61	1	1	Yes	Private	Urban	237.58	null	formerly smoked
9,076	Male	42	0	0	Yes	Self-employed	Urban	86.07	27.3	Unknown
72,824	Male	46	0	0	Yes	Private	Rural	59.05	28.3	formerly smoked
64,132	Male	67	0	1	Yes	Self-employed	Rural	95.88	31.9	Unknown
52,987	Female	34	0	0	Yes	Govt_job	Rural	70.18	24.9	Unknown
17,827	Male	51	0	0	Yes	Private	Rural	111.13	32.7	formerly smoked
29,378	Female	77	0	0	Yes	Private	Urban	79.3	26.4	Unknown
29,327	Female	30	0	0	No	Self-employed	Urban	65.84	24.8	smokes
48,609	Female	81	0	1	Yes	Private	Rural	123.49	30.7	smokes
4,833	Female	12	0	0	No	children	Rural	207.45	25.4	smokes
8,085	Male	18	0	0	No	Private	Rural	143.45	32	smokes
41,820	Female	35	0	0	Yes	Govt_job	Rural	89.11	24.4	never smoked
72,474	Female	82	0	0	Yes	Govt_job	Rural	58.3	20.4	never smoked
32,094	Male	53	1	0	Yes	Self-employed	Urban	78.68	29.5	never smoked
66,818	Male	75	0	0	Yes	Govt_job	Urban	98.91	24.4	never smoked
49,057	Female	32	0	0	No	Private	Rural	67.92	22.8	smokes
18,070	Female	27	0	0	No	Private	Rural	73	20	never smoked
17,860	Male	56	0	0	Yes	Private	Rural	97.5	36.3	formerly smoked
17,078	Male	71	0	0	Yes	Private	Urban	108.43	32.8	smokes
23,836	Male	78	0	0	Yes	Private	Urban	90.43	34.4	formerly smoked
5,296	Female	44	0	0	No	Private	Urban	76.3	30.5	never smoked
48,184	Male	62	0	0	Yes	Private	Rural	121.27	29.7	smokes
9,511	Male	27	0	0	No	Private	Urban	119.67	36.9	Unknown
19,389	Female	42	0	1	Yes	Govt_job	Urban	226.93	34.2	smokes
25,559	Female	66	0	1	Yes	Govt_job	Rural	76.11	37	Unknown
11,770	Female	25	0	0	Yes	Govt_job	Urban	93.23	null	smokes
34,496	Female	82	0	0	Yes	Private	Urban	253.16	47.5	Unknown
8,096	Female	49	0	0	Yes	Private	Urban	101.02	24.2	smokes
49,709	Female	77	1	0	Yes	Self-employed	Rural	238.53	30.6	never smoked
19,735	Female	59	0	0	Yes	Private	Rural	79.18	52.8	formerly smoked
31,415	Female	54	0	0	Yes	Private	Urban	207.79	38.6	never smoked
71,322	Female	38	0	0	Yes	Private	Rural	196.2	32.8	never smoked
72,337	Female	55	0	0	Yes	Private	Urban	231.76	42.9	never smoked
25,454	Female	13	0	0	No	children	Rural	93.3	25.9	Unknown
15,310	Female	45	0	0	Yes	Private	Urban	110.47	24.7	smokes
10,245	Female	54	0	0	Yes	Self-employed	Rural	77.52	35.8	never smoked
29,224	Male	30	0	0	Yes	Private	Urban	91.23	null	smokes
7,550	Female	51	0	0	Yes	Private	Rural	216.92	31.2	Unknown
57,917	Female	47	0	0	Yes	Private	Urban	157.01	26.1	smokes
24,219	Male	25	0	0	Yes	Private	Urban	93.51	30.8	never smoked
49,023	Male	61	1	0	Yes	Self-employed	Rural	102.54	40.5	never smoked
51,020	Female	55	0	0	Yes	Private	Rural	87.78	25.2	formerly smoked
52,089	Female	23	0	0	No	Private	Urban	126.67	28.7	smokes
29,095	Male	71	1	0	Yes	Self-employed	Rural	93.6	null	never smoked
41,424	Male	59	0	1	Yes	Self-employed	Rural	194.98	30.4	Unknown
7,297	Male	4	0	0	No	children	Rural	99.96	15.2	Unknown
68,994	Male	65	0	0	Yes	Private	Urban	58.87	36.6	never smoked
25,935	Female	50	0	0	No	Self-employed	Urban	77.67	34.5	Unknown
29,910	Male	42	0	0	Yes	Private	Urban	83.14	23.7	never smoked
24,567	Male	51	0	0	Yes	Self-employed	Urban	69.18	35.7	smokes
54,858	Male	66	0	0	Yes	Govt_job	Rural	218.54	38.9	smokes
36,679	Female	22	1	0	No	Private	Urban	71.22	40	never smoked
59,339	Male	5	0	0	No	children	Urban	82.41	18.4	Unknown
18,754	Male	19	0	0	No	Self-employed	Rural	82.07	29	never smoked
34,312	Female	47	0	0	Yes	Self-employed	Urban	73	20.6	never smoked
57,798	Male	12	0	0	No	children	Rural	127.25	28.2	Unknown
37,759	Female	53	0	0	Yes	Private	Rural	72.63	66.8	Unknown
11,605	Female	26	0	0	No	Private	Rural	108.2	26.2	never smoked
47,558	Male	62	1	1	Yes	Private	Urban	123.95	34.8	formerly smoked
54,264	Female	81	1	0	Yes	Private	Urban	58.71	34.5	never smoked
47,893	Male	63	0	0	Yes	Private	Rural	98.46	30.6	never smoked
3,178	Female	25	0	0	Yes	Private	Rural	68.78	55.1	formerly smoked
61,924	Male	8	0	0	No	children	Rural	133.63	18.8	Unknown
18,141	Male	76	0	1	Yes	Self-employed	Rural	101.43	29.1	Unknown
58,015	Female	44	0	0	No	Private	Rural	65.3	22.1	smokes
354	Female	65	0	0	Yes	Private	Urban	72.49	28.9	smokes
5,777	Female	54	0	0	Yes	Private	Urban	65.49	34.7	Unknown
43,271	Female	24	0	0	No	Govt_job	Urban	63.4	20.3	smokes
46,210	Female	65	0	0	Yes	Self-employed	Rural	105.29	25.1	formerly smoked
39,714	Male	12	0	0	No	children	Urban	64.08	18.2	Unknown
21,785	Female	33	0	0	No	Private	Urban	78.34	25.5	never smoked
36,620	Female	74	0	0	Yes	Private	Rural	66.32	34.4	formerly smoked
49,495	Female	18	0	0	No	Private	Rural	168.15	48.5	never smoked
21,720	Female	77	0	0	Yes	Private	Rural	93.48	25.2	formerly smoked
6,304	Male	48	1	0	Yes	Self-employed	Urban	79.2	32.5	never smoked
18,887	Male	52	0	0	Yes	Private	Rural	107.45	42.1	formerly smoked
30,214	Male	23	0	0	No	Private	Rural	83.86	19.5	never smoked
66,419	Male	25	0	0	Yes	Private	Rural	119.96	27.7	never smoked
57,468	Female	44	0	0	Yes	Private	Rural	70.58	25.1	never smoked
24,218	Female	78	0	0	No	Private	Rural	87.7	29.6	never smoked
69,792	Female	37	0	0	Yes	Govt_job	Urban	65.29	32.9	never smoked
6,372	Female	32	0	0	Yes	Private	Urban	97.14	55.9	never smoked
34,664	Male	67	0	0	Yes	Private	Urban	110.68	25.1	formerly smoked
40,931	Female	41	0	0	Yes	Govt_job	Urban	91.93	24.7	smokes
28,559	Male	2	0	0	No	children	Urban	88.54	17.5	Unknown
15,166	Female	75	1	0	Yes	Private	Urban	183	20.8	Unknown
49,815	Female	17	0	0	No	Govt_job	Rural	115.93	23.3	never smoked
1,625	Female	13	0	0	No	children	Urban	99.13	22.8	Unknown
56,309	Female	25	0	0	Yes	Private	Rural	69.24	26.6	never smoked
30,116	Female	57	0	0	Yes	Private	Rural	102.28	25.5	never smoked
52,034	Male	31	0	0	Yes	Private	Urban	71.31	25.8	never smoked
35,584	Male	61	0	0	Yes	Private	Rural	89.75	25.4	never smoked
2,898	Male	46	0	0	Yes	Private	Urban	87.66	57.3	never smoked
16,593	Male	47	0	0	No	Private	Rural	237.17	null	Unknown
17,175	Female	15	0	0	No	children	Urban	81.11	20.2	Unknown
63,663	Male	47	0	0	Yes	Private	Urban	178.33	27.7	never smoked
10,603	Female	68	0	0	Yes	Private	Rural	81.38	23.1	Unknown

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