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
42,624	Female	52	0	0	Yes	Private	Urban	93.14	32.5	never smoked
24,735	Female	21	0	0	No	Private	Rural	80.84	30.7	Unknown
50,671	Male	78	1	1	Yes	Self-employed	Rural	199.88	29.6	formerly smoked
1,679	Male	35	0	0	Yes	Private	Rural	77.48	null	formerly smoked
66,680	Female	49	1	0	Yes	Private	Rural	65.34	39.4	never smoked
34,248	Male	50	1	0	No	Private	Urban	81.96	null	formerly smoked
65,336	Female	27	0	0	Yes	Private	Urban	98.71	26.1	formerly smoked
68,333	Female	52	1	0	No	Private	Rural	170.22	27.2	formerly smoked
60,210	Female	22	0	0	No	Private	Urban	73.5	41.3	smokes
11,573	Female	19	0	0	No	Private	Rural	72.39	null	smokes
67,890	Male	77	0	1	Yes	Private	Urban	102.96	20.9	formerly smoked
49,254	Male	57	1	0	Yes	Private	Urban	80.72	41.5	formerly smoked
9,199	Male	13	0	0	No	Self-employed	Urban	74.19	31.1	formerly smoked
35,402	Male	14	0	0	No	Private	Urban	77.12	24.5	formerly smoked
25,996	Female	29	0	0	Yes	Private	Urban	81.2	23	Unknown
8,345	Female	49	0	0	Yes	Private	Rural	114.76	24.7	never smoked
63,219	Male	1.24	0	0	No	children	Urban	109.97	19.3	Unknown
8,770	Male	21	0	0	No	Self-employed	Urban	92.87	37	never smoked
22,370	Male	36	1	0	No	Govt_job	Urban	113.05	31	smokes
25,930	Male	42	0	0	Yes	Private	Urban	68.24	33.1	formerly smoked
33,478	Female	56	0	0	No	Private	Rural	74.35	26.6	smokes
23,009	Male	46	0	0	Yes	Private	Urban	91.08	27.7	never smoked
24,885	Male	79	0	1	Yes	Self-employed	Urban	88.83	40.3	smokes
58,591	Female	25	0	0	No	Private	Rural	134.33	19.5	Unknown
44,777	Male	67	0	0	Yes	Private	Rural	208.78	26.7	Unknown
46,363	Male	37	0	0	Yes	Private	Rural	66.17	26.1	never smoked
36,377	Female	44	0	0	Yes	Private	Rural	222.29	38.2	never smoked
15,440	Female	36	0	0	Yes	Private	Rural	114.16	21.3	smokes
56,420	Male	17	1	0	No	Private	Rural	61.67	97.6	Unknown
39,531	Male	50	1	0	Yes	Private	Rural	220.36	40.9	formerly smoked
55,220	Male	53	0	0	Yes	Private	Urban	76.03	27.3	never smoked
30,731	Female	39	0	0	No	Self-employed	Urban	73.06	20.9	never smoked
14,479	Female	71	0	1	Yes	Private	Urban	187.88	29.2	formerly smoked
40,471	Female	18	0	0	No	Private	Urban	79.89	17.9	Unknown
7,384	Male	55	0	0	No	Self-employed	Rural	79.02	38	Unknown
53,422	Male	52	0	0	Yes	Private	Rural	191.66	26.1	smokes
59,745	Female	27	0	0	Yes	Private	Urban	76.74	53.9	Unknown
24,721	Male	24	0	0	No	Private	Urban	72.29	22.2	Unknown
9,644	Male	72	0	0	Yes	Private	Urban	92.59	24.6	formerly smoked
50,837	Male	41	0	0	Yes	Self-employed	Rural	80.42	33.4	formerly smoked
67,941	Female	29	0	0	No	Self-employed	Rural	62.47	34.4	formerly smoked
43,590	Female	26	0	0	Yes	Private	Rural	63.94	17.6	never smoked
29,014	Female	23	0	0	Yes	Private	Rural	77.73	19.2	never smoked
66,051	Male	43	0	0	Yes	Self-employed	Rural	115.79	31.8	Unknown
70,783	Female	43	0	0	Yes	Private	Urban	96.3	28.1	smokes
10,716	Female	49	0	0	Yes	Private	Rural	107.46	32.1	never smoked
7,868	Male	13	0	0	No	children	Rural	108.33	17.4	never smoked
58,350	Female	26	0	0	No	Govt_job	Rural	89.37	20.2	never smoked
18,927	Female	10	0	0	No	children	Urban	93.64	23.4	Unknown
19,550	Male	39	0	0	Yes	Private	Urban	217.75	39.5	never smoked
31,372	Female	41	0	0	Yes	Private	Rural	83.44	21.5	Unknown
55,262	Male	25	0	0	Yes	Private	Rural	93.88	24.3	smokes
50,238	Male	10	0	0	No	children	Urban	55.34	15.3	Unknown
2,868	Female	54	0	0	Yes	Govt_job	Rural	102.61	32.4	Unknown
51,343	Male	7	0	0	No	children	Rural	62.08	16.1	Unknown
56,324	Female	53	0	0	Yes	Self-employed	Rural	81.76	34.3	formerly smoked
42,047	Female	55	0	0	Yes	Self-employed	Urban	59.2	43.8	never smoked
36,486	Male	6	0	0	No	children	Urban	55.61	19.6	Unknown
62,456	Female	72	0	0	Yes	Self-employed	Urban	226.88	36.7	formerly smoked
64,980	Female	42	0	0	Yes	Govt_job	Urban	65.66	33.7	never smoked
65,962	Male	50	0	0	Yes	Private	Urban	58.7	38.9	smokes
47,521	Female	55	1	0	Yes	Govt_job	Urban	186.4	28	never smoked
41,501	Female	47	0	0	Yes	Govt_job	Urban	122.32	23.9	Unknown
47,582	Male	3	0	0	No	children	Urban	59.05	16.6	Unknown
63,938	Female	49	0	0	Yes	Self-employed	Urban	149.13	42.9	smokes
49,627	Female	12	0	0	No	children	Urban	82.39	17.1	never smoked
61,291	Male	28	0	0	Yes	Private	Rural	169.49	27.2	Unknown
53,032	Male	40	0	0	Yes	Private	Rural	80.25	30.3	formerly smoked
45,040	Male	55	0	0	Yes	Private	Urban	203.81	33.9	formerly smoked
56,791	Male	9	0	0	No	children	Urban	170.76	20	Unknown
37,320	Female	77	0	0	Yes	Private	Rural	80.85	19.4	Unknown
72,514	Male	18	0	0	No	Private	Rural	120.58	21.5	never smoked
3,842	Male	73	0	0	Yes	Private	Rural	86.57	28.5	formerly smoked
38,143	Female	67	1	0	Yes	Private	Urban	90.01	34.4	smokes
54,296	Male	58	0	0	Yes	Self-employed	Rural	68.84	43.7	formerly smoked
48,435	Female	2	0	0	No	children	Rural	155.14	13.7	Unknown
42,212	Female	38	0	0	Yes	Private	Urban	158.48	33.7	formerly smoked
47,607	Male	5	0	0	No	children	Rural	92.56	18	Unknown
16,535	Female	34	0	0	No	Private	Rural	90.15	27.9	formerly smoked
66,677	Male	78	0	0	Yes	Private	Rural	80.09	21.8	never smoked
57,270	Female	57	0	0	Yes	Private	Rural	189.44	35.8	never smoked
22,414	Female	17	0	0	No	Private	Rural	70.03	23.1	smokes
63,401	Female	71	0	0	Yes	Self-employed	Rural	249.29	30.3	smokes
32,252	Female	19	0	0	No	Private	Rural	72.52	32	Unknown
17,950	Male	56	0	0	Yes	Private	Urban	96.93	25	smokes
53,990	Male	64	0	1	Yes	Private	Urban	211.35	30.7	formerly smoked
20,565	Male	13	0	0	No	children	Rural	85.87	24.3	Unknown
59,993	Male	40	0	0	Yes	Private	Rural	60.96	11.5	never smoked
42,830	Male	80	0	1	Yes	Private	Urban	120.09	30.7	never smoked
34,721	Female	62	1	0	Yes	Govt_job	Urban	92.13	33.7	never smoked
5,157	Male	79	1	0	Yes	Self-employed	Urban	83.07	26.5	smokes
48,851	Female	9	0	0	No	children	Rural	77.67	17.6	Unknown
26,084	Female	77	1	0	Yes	Self-employed	Urban	109.51	null	never smoked
23,413	Female	26	0	0	No	Private	Urban	97.24	22.5	never smoked
49,970	Male	1.72	0	0	No	children	Rural	127.29	18.5	Unknown
72,414	Male	16	0	0	No	Private	Urban	134.8	22.4	never smoked
21,374	Female	40	0	0	Yes	Private	Urban	74.65	25.3	formerly smoked
69,623	Male	46	0	0	Yes	Private	Urban	85.84	37.3	never smoked
40,378	Male	45	1	0	Yes	Self-employed	Urban	90.43	39.7	smokes
4,671	Female	59	0	0	No	Private	Urban	74.35	28	never smoked

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