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
50,804	Male	2	0	0	No	children	Rural	65.84	16.1	Unknown
25,927	Male	36	0	0	Yes	Private	Rural	106.73	25.1	never smoked
41,970	Male	30	0	0	No	Private	Urban	106.03	26.7	Unknown
54,206	Female	31	0	0	No	Govt_job	Urban	80.88	29.3	formerly smoked
46,691	Male	16	0	0	No	children	Urban	140.1	38.7	never smoked
37,553	Male	58	0	0	Yes	Private	Urban	127.4	35.8	formerly smoked
27,507	Female	19	0	0	No	Private	Urban	87.72	21.7	never smoked
68,209	Male	47	0	0	Yes	Govt_job	Rural	58.23	31.4	formerly smoked
42,841	Male	59	0	0	Yes	Private	Rural	69.37	26.9	formerly smoked
51,889	Female	40	0	0	Yes	Private	Urban	58.64	33	never smoked
72,725	Female	26	0	0	No	Govt_job	Urban	59.67	24.5	smokes
18,605	Female	17	0	0	No	Never_worked	Urban	78.08	44.9	never smoked
23,599	Female	30	0	0	No	Private	Urban	105.08	25.5	never smoked
45,530	Female	19	0	0	No	Private	Urban	89.3	22.1	never smoked
56,425	Female	78	0	0	Yes	Govt_job	Rural	61.38	24.3	Unknown
69,972	Female	55	0	0	Yes	Private	Rural	56.11	32.4	formerly smoked
5,774	Male	59	0	0	Yes	Private	Urban	223.16	null	Unknown
13,307	Male	57	0	0	Yes	Govt_job	Urban	75.53	33.1	formerly smoked
72,188	Male	33	0	0	No	Private	Urban	107.47	26.7	never smoked
60,226	Female	35	0	0	Yes	Private	Urban	76	37.9	Unknown
34,940	Male	32	0	0	Yes	Private	Urban	90.28	39.6	never smoked
4,403	Female	55	0	0	Yes	Private	Urban	65.22	19.8	never smoked
33,051	Male	28	0	0	No	Private	Urban	86.24	30	Unknown
37,668	Male	25	0	0	Yes	Govt_job	Urban	166.38	23.1	never smoked
27,276	Female	45	0	0	Yes	Private	Urban	78.91	34.3	Unknown
37,808	Female	34	0	0	No	Govt_job	Urban	226.28	38.4	Unknown
21,678	Male	33	0	0	Yes	Private	Urban	90.73	32.8	smokes
40,087	Male	65	0	0	Yes	Private	Rural	172.86	34.4	never smoked
38,658	Female	62	0	0	Yes	Self-employed	Rural	213.92	44.6	never smoked
30,353	Male	36	0	0	Yes	Private	Urban	92.23	32.8	never smoked
28,803	Male	31	0	0	Yes	Private	Urban	79.81	26.4	never smoked
10,445	Male	54	0	0	Yes	Govt_job	Rural	81.78	27.3	Unknown
12,812	Female	53	0	0	Yes	Private	Rural	102	32.4	never smoked
72,289	Female	44	0	0	Yes	Private	Rural	68.42	43.2	smokes
30,433	Male	77	0	0	Yes	Private	Urban	94.68	33.6	Unknown
37,640	Female	67	0	0	Yes	Govt_job	Rural	125.33	26.4	Unknown
54,378	Female	48	0	0	Yes	Self-employed	Urban	212.19	46.9	never smoked
34,138	Male	42	0	0	Yes	Private	Urban	89	36.3	formerly smoked
72,160	Male	72	1	1	Yes	Private	Rural	60.98	34.9	formerly smoked
44,447	Male	49	0	0	Yes	Private	Urban	58.19	29.6	smokes
5,927	Female	1.32	0	0	No	children	Rural	67.68	16.5	Unknown
44,233	Female	45	0	0	Yes	Govt_job	Rural	84.99	35.4	Unknown
56,021	Female	63	1	0	Yes	Private	Urban	62.13	23.6	never smoked
65,038	Female	33	0	0	Yes	Private	Rural	57.1	33.1	never smoked
3,595	Male	32	0	0	Yes	Private	Urban	97.95	40.2	smokes
25,783	Female	0.48	0	0	No	children	Rural	94.06	14.8	Unknown
68,268	Female	63	0	0	Yes	Self-employed	Urban	93.88	34.8	Unknown
7,564	Male	70	0	0	Yes	Private	Rural	90.3	33.5	formerly smoked
26,723	Female	57	0	0	Yes	Private	Urban	83.14	31.9	never smoked
9,995	Male	8	0	0	No	children	Urban	118.66	16.1	Unknown
68,074	Male	54	0	0	Yes	Private	Rural	100.47	50.2	formerly smoked
8,385	Male	37	0	0	Yes	Private	Urban	90.78	35.9	Unknown
21,796	Male	59	0	0	Yes	Private	Urban	66.46	39.6	formerly smoked
53,115	Female	78	0	0	Yes	Govt_job	Urban	73.56	27.5	formerly smoked
27,623	Female	59	0	0	Yes	Private	Urban	200.8	32.3	Unknown
70,823	Female	10	0	0	No	children	Urban	57.28	15.4	never smoked
5,173	Male	21	0	0	No	Private	Rural	92.87	28.4	smokes
21,852	Male	2	0	0	No	children	Rural	96.47	19.5	Unknown
24,711	Female	55	0	0	Yes	Govt_job	Urban	99.44	25	formerly smoked
21,967	Female	20	0	0	Yes	Private	Urban	77.96	26.3	smokes
36,793	Female	38	1	0	Yes	Private	Rural	60.13	39.6	never smoked
37,492	Female	33	0	0	Yes	Private	Rural	88.17	38.6	formerly smoked
45,658	Male	14	0	0	No	Private	Rural	84.41	33.9	never smoked
6,264	Male	32	0	0	Yes	Private	Rural	72.34	32.2	Unknown
37,507	Female	32	0	0	No	Private	Rural	68.72	25.1	never smoked
50,557	Female	68	0	0	Yes	Self-employed	Urban	222.58	37.4	smokes
21,973	Male	70	0	0	Yes	Private	Rural	66.06	30.1	formerly smoked
53,346	Female	24	0	0	Yes	Private	Rural	156.43	27	formerly smoked
41,210	Male	44	0	0	No	Self-employed	Urban	105.76	32.4	formerly smoked
29,078	Male	39	0	0	Yes	Govt_job	Rural	73.07	26.8	smokes
24,873	Female	81	0	0	Yes	Private	Rural	99.48	27.2	never smoked
15,387	Male	19	0	0	No	Private	Rural	79.6	36.7	Unknown
63,880	Female	69	0	0	Yes	Self-employed	Urban	70	36	never smoked
49,833	Female	42	0	0	Yes	Govt_job	Rural	112.98	37.2	formerly smoked
43,773	Male	8	0	0	No	children	Urban	61.07	19.1	Unknown
53,095	Male	8	0	0	No	children	Rural	63.43	21.8	Unknown
56,185	Female	28	0	0	No	Private	Urban	73.2	26.5	smokes
57,043	Female	66	0	0	Yes	Self-employed	Urban	102.73	35	formerly smoked
55,545	Female	66	0	0	Yes	Self-employed	Rural	74.88	32.6	never smoked
60,899	Female	47	0	0	Yes	Private	Urban	122.43	23.9	never smoked
16,136	Female	78	0	0	Yes	Self-employed	Urban	84.21	33.7	never smoked
11,843	Female	65	0	0	Yes	Self-employed	Rural	80.42	29.4	formerly smoked
3,609	Male	78	0	0	Yes	Private	Urban	80.44	29	never smoked
29,172	Female	68	0	0	Yes	Self-employed	Rural	80.63	20.2	never smoked
49,894	Female	78	1	1	Yes	Private	Rural	206.53	null	never smoked
6,048	Female	65	0	0	Yes	Private	Urban	104.12	27.4	never smoked
16,029	Female	70	0	0	Yes	Self-employed	Rural	96.82	25	never smoked
63,022	Female	59	0	0	Yes	Self-employed	Urban	88.1	30.7	never smoked
40,041	Male	31	0	0	No	Self-employed	Rural	64.85	23	Unknown
6,924	Female	32	0	0	Yes	Private	Rural	102.87	26.6	smokes
22,590	Male	5	0	0	No	children	Urban	83.75	18.1	Unknown
25,878	Male	55	0	0	Yes	Self-employed	Rural	97.68	47.1	formerly smoked
11,169	Female	61	0	0	Yes	Private	Urban	97.58	29.7	formerly smoked
44,355	Female	48	0	0	Yes	Private	Rural	74.16	19.9	never smoked
31,113	Female	1.16	0	0	No	children	Urban	86	13.3	Unknown
46,514	Female	50	0	0	Yes	Govt_job	Urban	100.93	32.7	never smoked
67,466	Male	63	1	0	Yes	Private	Urban	232.78	31.8	formerly smoked
3,612	Male	67	0	0	Yes	Private	Rural	86.96	31.4	formerly smoked
66,590	Female	43	0	0	Yes	Self-employed	Urban	67.5	20.4	formerly smoked
19,611	Male	59	0	0	Yes	Private	Urban	81.21	33.2	smokes

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