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
13,540	Female	59	0	0	Yes	Self-employed	Rural	115.68	27.1	Unknown
44,288	Male	43	0	0	Yes	Private	Rural	207.37	29.5	formerly smoked
23,194	Male	32	1	0	No	Private	Rural	74.43	null	Unknown
751	Female	5	0	0	No	children	Rural	75.1	20.7	Unknown
7,047	Female	31	0	0	Yes	Private	Rural	69.72	39.5	smokes
68,020	Male	47	0	0	Yes	Private	Urban	111.84	33.7	Unknown
11,325	Female	12	0	0	No	children	Rural	111.08	23.2	never smoked
25,636	Male	40	0	0	Yes	Private	Rural	201.96	30.1	Unknown
60,602	Female	49	0	0	Yes	Govt_job	Urban	68.68	28.8	never smoked
51,856	Male	38	1	0	Yes	Private	Rural	56.9	92	never smoked
13,031	Female	15	0	0	No	children	Urban	91.16	38	never smoked
19,498	Female	81	0	1	No	Self-employed	Urban	99.44	27.7	Unknown
51,476	Male	48	0	0	Yes	Private	Urban	78.85	43.2	never smoked
49,762	Female	24	0	0	No	Private	Rural	123.89	24.1	smokes
23,449	Male	47	0	0	Yes	Self-employed	Rural	90.44	28.7	never smoked
51,374	Female	13	0	0	No	children	Rural	138.44	34.8	Unknown
41,263	Female	16	0	0	No	Private	Urban	75.06	23.5	never smoked
6,599	Male	64	1	0	Yes	Self-employed	Rural	85.66	28.5	never smoked
16,320	Female	11	0	0	No	children	Urban	102.76	20.3	Unknown
64,670	Female	55	0	0	Yes	Govt_job	Urban	71.79	43	formerly smoked
35,941	Male	38	0	0	Yes	Private	Urban	167.16	18.3	never smoked
64,931	Male	37	0	0	Yes	Private	Rural	131.05	27.2	never smoked
27,416	Female	34	0	0	Yes	Private	Rural	86.92	22	Unknown
43,433	Female	52	0	0	Yes	Self-employed	Rural	59.62	50.8	Unknown
21,366	Female	50	0	0	Yes	Private	Urban	103.72	35.4	formerly smoked
14,658	Female	37	0	0	Yes	Private	Rural	77.1	55.9	Unknown
7,538	Female	55	0	0	Yes	Self-employed	Rural	94.75	27.9	smokes
52,092	Female	2	0	0	No	children	Rural	77.72	19.8	Unknown
45,372	Male	68	0	0	Yes	Self-employed	Rural	76.09	26	smokes
63,043	Female	27	0	0	No	Private	Urban	61.8	26.8	formerly smoked
67	Female	17	0	0	No	Private	Urban	92.97	null	formerly smoked
68,034	Female	53	1	0	Yes	Govt_job	Urban	83.73	32.5	never smoked
63,026	Male	5	0	0	No	children	Rural	79.33	15	Unknown
18,352	Female	3	0	0	No	children	Rural	108.32	14.2	Unknown
36,087	Female	20	0	0	No	Private	Rural	103.65	17	formerly smoked
27,480	Male	19	0	0	No	Private	Rural	86.19	26.2	never smoked
38,074	Female	31	0	0	Yes	Private	Urban	131.42	24.9	smokes
66,690	Female	63	0	0	Yes	Self-employed	Urban	69.46	26.6	never smoked
31,131	Female	49	0	1	Yes	Private	Rural	76.78	22.7	smokes
26,884	Female	72	0	0	Yes	Self-employed	Urban	103.78	32.7	formerly smoked
26,935	Female	50	1	0	Yes	Private	Urban	213.43	36.7	smokes
17,569	Male	41	0	0	Yes	Self-employed	Rural	93.52	31.5	Unknown
24,585	Male	40	0	0	Yes	Govt_job	Urban	115.07	36.9	never smoked
53,954	Male	17	0	0	No	Private	Rural	69.45	27.6	Unknown
13,286	Male	3	0	0	No	children	Rural	81	20.7	Unknown
7,653	Female	33	0	0	No	Private	Urban	83.16	20.2	Unknown
59,027	Female	12	0	0	No	children	Rural	108.63	23.4	never smoked
70,318	Male	23	0	0	No	Private	Rural	88.06	25.3	Unknown
15,422	Male	31	0	0	No	Govt_job	Rural	80.57	28.2	formerly smoked
56,692	Female	65	0	0	Yes	Self-employed	Urban	248.24	27	smokes
45,395	Female	43	0	0	Yes	Private	Urban	57.79	24.8	smokes
39,977	Female	22	0	0	No	Private	Urban	87.4	34.8	never smoked
14,553	Male	7	0	0	No	children	Urban	76.63	17.3	Unknown
40,998	Female	81	0	0	Yes	Self-employed	Rural	58.01	27.8	never smoked
71,900	Female	10	0	0	No	children	Urban	77.43	16.2	Unknown
3,318	Female	18	0	0	No	Private	Rural	101.12	null	smokes
41,481	Female	5	0	0	No	children	Rural	64.45	21.7	Unknown
24,854	Female	24	0	0	No	Self-employed	Urban	79.42	21.4	never smoked
22,330	Female	45	0	0	Yes	Self-employed	Urban	82.94	29.3	Unknown
14,892	Female	46	1	0	Yes	Private	Rural	81.58	36.2	never smoked
36,710	Male	64	0	0	Yes	Private	Urban	62.21	28.3	Unknown
29,267	Male	25	0	0	No	Private	Rural	229.94	23.5	never smoked
17,098	Female	12	0	0	No	children	Urban	116.06	25.9	Unknown
61,384	Male	81	1	0	Yes	Private	Urban	117.77	27.1	never smoked
69,732	Male	65	0	0	Yes	Self-employed	Urban	66.69	21.5	never smoked
61,238	Female	40	0	0	Yes	Private	Rural	122.23	30.5	Unknown
18,696	Male	81	0	0	No	Private	Urban	168.68	23.4	formerly smoked
25,643	Male	36	0	0	Yes	Private	Rural	119.9	37.6	never smoked
63,333	Female	32	0	0	Yes	Self-employed	Urban	110.33	24	smokes
23,210	Male	31	0	0	No	Private	Rural	77.95	25.1	never smoked
2,647	Male	55	0	0	Yes	Private	Rural	80.35	28.7	smokes
60,934	Male	39	0	0	Yes	Private	Urban	57.38	41.8	formerly smoked
50,412	Female	17	0	0	No	Private	Urban	96.47	25.6	Unknown
1,192	Female	31	0	0	No	Govt_job	Rural	70.66	27.2	never smoked
55,361	Female	36	0	0	Yes	Self-employed	Urban	202.06	24.4	never smoked
50,141	Female	5	0	0	No	children	Urban	91.3	20.7	Unknown
12,963	Female	29	0	0	No	Self-employed	Rural	67.56	19.6	Unknown
55,337	Female	2	0	0	No	children	Rural	126.12	24.8	Unknown
23,989	Female	62	0	0	Yes	Self-employed	Urban	86.4	32.6	smokes
26,025	Female	45	0	0	Yes	Govt_job	Urban	103.22	20.5	never smoked
67,711	Female	18	0	0	No	Private	Rural	88.85	36.2	Unknown
53,105	Female	29	0	0	Yes	Private	Urban	63.9	45.4	smokes
10,696	Female	52	0	0	Yes	Private	Urban	81.32	27.6	formerly smoked
43,656	Male	59	1	0	Yes	Govt_job	Rural	253.93	null	formerly smoked
52,361	Male	69	1	1	Yes	Private	Urban	78.11	34.7	formerly smoked
57,343	Female	71	0	0	Yes	Private	Urban	134.65	32.4	Unknown
23,339	Male	3	0	0	No	children	Rural	194.75	null	Unknown
51,408	Male	33	0	0	Yes	Govt_job	Rural	77.94	28.7	never smoked
47,886	Female	43	1	0	Yes	Govt_job	Rural	56.94	45.3	Unknown
21,407	Male	39	0	0	Yes	Private	Rural	117.03	40.3	formerly smoked
34,026	Female	60	0	0	Yes	Private	Rural	207.84	38.9	never smoked
53,004	Female	54	0	0	Yes	Govt_job	Rural	228.26	46	never smoked
18,833	Male	61	0	0	Yes	Self-employed	Rural	84.43	32.4	smokes
69,222	Male	0.24	0	0	No	children	Urban	57.09	19.4	Unknown
32,610	Female	11	0	0	No	children	Urban	94.89	27.5	never smoked
57,645	Female	75	0	0	Yes	Govt_job	Rural	132.46	26.2	Unknown
21,677	Female	64	0	0	Yes	Private	Rural	75.13	31.1	formerly smoked
50,410	Female	78	0	0	No	Govt_job	Rural	76.64	34.6	never smoked
25,051	Female	14	0	0	No	Private	Rural	91.32	24.3	never smoked
31,642	Female	66	0	0	Yes	Self-employed	Rural	85.9	34.6	never smoked

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