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	stroke int64 0 1
54,695	Male	74	0	0	Yes	Private	Urban	167.13	null	Unknown	1
68,627	Male	80	1	1	Yes	Private	Urban	175.29	31.5	formerly smoked	1
8,580	Female	77	0	0	Yes	Self-employed	Rural	90	32	never smoked	1
28,484	Female	78	0	0	Yes	Self-employed	Rural	109.47	30.8	never smoked	1
62,019	Male	54	0	0	Yes	Govt_job	Rural	87.85	31.1	smokes	1
51,314	Female	78	0	0	Yes	Private	Urban	106.74	33	formerly smoked	1
37,060	Female	81	0	0	Yes	Private	Rural	80.13	23.4	never smoked	1
35,578	Male	78	0	0	No	Self-employed	Urban	90.19	26.9	never smoked	1
54,921	Male	78	1	0	Yes	Self-employed	Rural	134.8	33.6	Unknown	1
33,454	Female	63	0	0	Yes	Govt_job	Rural	106.58	23.9	Unknown	1
33,943	Female	39	0	0	Yes	Private	Urban	83.24	26.3	never smoked	1
62,439	Female	51	0	0	Yes	Govt_job	Rural	103.43	27.3	formerly smoked	1
31,179	Male	63	0	0	Yes	Private	Urban	208.65	30.7	never smoked	1
66,866	Female	48	0	0	Yes	Private	Urban	74.11	20.5	never smoked	1
2,548	Female	81	0	0	Yes	Self-employed	Urban	95.84	21.5	never smoked	1
68,025	Female	79	0	1	No	Private	Urban	205.33	31	smokes	1
2,390	Male	78	0	0	Yes	Self-employed	Urban	116.1	27.1	never smoked	1
29,552	Female	55	1	1	Yes	Private	Urban	210.4	40	smokes	1
25,904	Female	76	1	1	Yes	Self-employed	Urban	199.86	null	smokes	1
31,421	Male	73	0	1	Yes	Govt_job	Rural	219.73	28.6	never smoked	1
20,463	Male	81	1	1	Yes	Private	Urban	250.89	28.1	smokes	1
68,023	Male	79	0	0	Yes	Private	Rural	72.73	28.4	never smoked	1
12,689	Female	63	0	0	Yes	Govt_job	Rural	205.35	42.2	formerly smoked	1
54,724	Female	81	0	0	No	Govt_job	Urban	70.3	25.8	smokes	1
8,899	Male	49	0	0	No	Private	Rural	104.86	31.9	smokes	1
39,186	Female	57	0	1	Yes	Private	Urban	216.58	31	Unknown	1
32,729	Female	81	0	0	Yes	Private	Rural	184.4	27.5	never smoked	1
39,105	Male	74	0	0	Yes	Self-employed	Rural	60.98	null	never smoked	1
31,154	Female	39	0	0	Yes	Self-employed	Urban	97.76	29.6	smokes	1
69,959	Female	80	1	0	No	Private	Urban	66.03	35.4	never smoked	1
10,552	Female	81	0	0	Yes	Self-employed	Rural	81.95	16.9	never smoked	1
12,917	Female	79	0	0	Yes	Private	Urban	97.73	21.5	smokes	1
68,356	Female	73	0	0	Yes	Self-employed	Urban	70.94	34.4	never smoked	1
23,368	Female	77	1	0	Yes	Self-employed	Urban	199.84	28	formerly smoked	1
25,974	Male	78	0	0	Yes	Self-employed	Urban	218.46	26.8	Unknown	1
1,210	Female	68	0	0	Yes	Private	Rural	211.06	39.3	Unknown	1
28,493	Male	57	0	0	Yes	Private	Urban	86.3	31.7	Unknown	1
36,857	Male	77	0	0	Yes	Self-employed	Rural	162.14	32.6	formerly smoked	1
1,836	Female	51	1	0	Yes	Private	Urban	88.2	28.4	never smoked	1
32,221	Male	60	0	1	Yes	Private	Urban	91.92	35.9	smokes	1
10,548	Male	66	0	0	Yes	Private	Rural	76.46	21.2	formerly smoked	1
52,282	Male	57	0	0	Yes	Private	Rural	197.28	34.5	formerly smoked	1
45,535	Male	68	0	0	Yes	Private	Rural	233.94	42.4	never smoked	1
40,460	Female	68	1	1	Yes	Private	Urban	247.51	40.5	formerly smoked	1
17,739	Male	57	0	0	Yes	Private	Rural	84.96	36.7	Unknown	1
49,669	Female	14	0	0	No	children	Rural	57.93	30.9	Unknown	1
27,153	Female	75	0	0	Yes	Self-employed	Rural	78.8	29.3	formerly smoked	1
34,060	Male	71	1	0	Yes	Self-employed	Rural	87.8	null	Unknown	1
43,424	Female	78	0	0	Yes	Private	Rural	78.81	19.6	Unknown	1
30,669	Male	3	0	0	No	children	Rural	95.12	18	Unknown	0
30,468	Male	58	1	0	Yes	Private	Urban	87.96	39.2	never smoked	0
16,523	Female	8	0	0	No	Private	Urban	110.89	17.6	Unknown	0
56,543	Female	70	0	0	Yes	Private	Rural	69.04	35.9	formerly smoked	0
46,136	Male	14	0	0	No	Never_worked	Rural	161.28	19.1	Unknown	0
32,257	Female	47	0	0	Yes	Private	Urban	210.95	50.1	Unknown	0
52,800	Female	52	0	0	Yes	Private	Urban	77.59	17.7	formerly smoked	0
41,413	Female	75	0	1	Yes	Self-employed	Rural	243.53	27	never smoked	0
15,266	Female	32	0	0	Yes	Private	Rural	77.67	32.3	smokes	0
28,674	Female	74	1	0	Yes	Self-employed	Urban	205.84	54.6	never smoked	0
10,460	Female	79	0	0	Yes	Govt_job	Urban	77.08	35	Unknown	0
64,908	Male	79	0	1	Yes	Private	Urban	57.08	22	formerly smoked	0
63,884	Female	37	0	0	Yes	Private	Rural	162.96	39.4	never smoked	0
37,893	Female	37	0	0	Yes	Private	Rural	73.5	26.1	formerly smoked	0
67,855	Female	40	0	0	Yes	Private	Rural	95.04	42.4	never smoked	0
25,774	Male	35	0	0	No	Private	Rural	85.37	33	never smoked	0
19,584	Female	20	0	0	No	Private	Urban	84.62	19.7	smokes	0
24,447	Female	42	0	0	Yes	Private	Rural	82.67	22.5	never smoked	0
49,589	Female	44	0	0	Yes	Govt_job	Urban	57.33	24.6	smokes	0
17,986	Female	79	0	1	Yes	Self-employed	Urban	67.84	25.2	smokes	0
29,217	Female	65	1	0	Yes	Private	Rural	75.7	41.8	Unknown	0
72,911	Female	57	1	0	Yes	Private	Rural	129.54	60.9	smokes	0
47,175	Female	49	0	0	Yes	Private	Rural	60.22	31.5	smokes	0
4,057	Male	71	0	0	Yes	Private	Urban	198.21	27.3	formerly smoked	0
48,588	Female	59	0	0	Yes	Private	Urban	109.82	23.7	never smoked	0
70,336	Female	25	0	0	Yes	Private	Urban	60.84	24.5	never smoked	0
66,767	Female	67	0	0	Yes	Govt_job	Rural	94.61	28.4	smokes	0
45,801	Female	38	0	0	No	Private	Rural	97.49	26.9	never smoked	0
36,275	Female	54	0	0	Yes	Private	Rural	206.72	26.7	never smoked	0
11,577	Female	70	0	0	Yes	Self-employed	Rural	214.45	31.2	never smoked	0
67,210	Male	27	0	0	Yes	Self-employed	Urban	82.9	25	Unknown	0
29,908	Female	47	0	0	Yes	Private	Urban	103.26	25.4	Unknown	0
45,222	Male	58	1	0	No	Private	Urban	55.78	27.5	smokes	0
33,759	Female	3	0	0	No	children	Urban	73.74	16	Unknown	0
40,311	Female	58	0	0	Yes	Private	Urban	149.75	27	Unknown	0
26,325	Male	14	0	0	No	Govt_job	Urban	82.34	31.6	Unknown	0
65,460	Female	32	0	0	Yes	Private	Rural	62.6	25.1	formerly smoked	0
36,811	Female	23	0	0	No	Private	Urban	94.09	30.9	never smoked	0
71,750	Female	55	0	0	Yes	Private	Urban	55.42	24.8	Unknown	0
70,970	Female	17	0	0	No	Self-employed	Urban	82.18	23.4	Unknown	0
42,203	Male	59	0	0	Yes	Private	Urban	117.92	29.4	smokes	0
55,680	Male	13	0	0	No	children	Urban	114.84	18.3	Unknown	0
11,014	Male	4	0	0	No	children	Rural	79.17	20	Unknown	0
44,338	Female	16	0	0	No	children	Rural	110.63	19.5	Unknown	0
20,980	Male	67	0	0	Yes	Private	Urban	190.7	36	formerly smoked	0
34,974	Female	22	0	0	No	Private	Rural	79.81	27.7	Unknown	0
71,379	Female	45	0	0	Yes	Govt_job	Urban	113.63	27.5	smokes	0
58,261	Female	66	0	0	Yes	Private	Rural	141.24	28.5	never smoked	0
67,318	Male	58	1	0	Yes	Govt_job	Rural	56.96	26.8	smokes	0
28,526	Male	69	0	0	Yes	Self-employed	Rural	203.04	33.6	never smoked	0
8,831	Female	58	0	0	Yes	Private	Rural	94.3	29.1	Unknown	0

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