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
8,544	Female	24	0	0	No	Self-employed	Rural	115.03	23.4	never smoked
27,377	Male	53	0	0	Yes	Private	Rural	79.87	30.9	never smoked
3,361	Female	39	0	0	Yes	Govt_job	Rural	97.89	23.6	never smoked
61,408	Male	23	0	0	No	Never_worked	Urban	125.26	18.7	never smoked
33,552	Male	31	0	0	Yes	Private	Rural	114.32	27.7	smokes
31,364	Male	5	0	0	No	children	Urban	92.23	16.7	Unknown
7,446	Male	44	0	0	Yes	Private	Urban	83.51	31.2	never smoked
9,906	Female	1.8	0	0	No	children	Urban	102.34	17	Unknown
65,130	Male	40	0	0	Yes	Private	Rural	144.48	29.8	smokes
27,794	Male	7	0	0	No	children	Rural	88.39	19.7	Unknown
48,993	Female	56	0	0	Yes	Private	Rural	228.08	29.1	Unknown
30,753	Male	42	0	0	Yes	Govt_job	Urban	93.79	27.2	never smoked
46,809	Male	48	0	0	Yes	Private	Rural	147.14	22.3	Unknown
22,853	Male	82	0	0	No	Self-employed	Rural	106.43	27	smokes
12,465	Female	52	0	0	No	Private	Rural	88.04	42.1	never smoked
64,849	Female	42	0	0	Yes	Private	Urban	92.2	34.2	Unknown
39,659	Female	73	0	0	Yes	Govt_job	Urban	219.53	40.9	never smoked
24,183	Female	55	0	0	Yes	Govt_job	Rural	75.56	29.4	smokes
71,533	Male	50	0	0	Yes	Private	Urban	158.31	32.8	formerly smoked
35,565	Male	43	0	0	Yes	Private	Urban	111.43	21.9	smokes
34,558	Male	33	0	0	Yes	Private	Rural	219.97	39.6	never smoked
42,553	Female	80	0	0	Yes	Private	Rural	148.91	28.3	never smoked
39,601	Female	33	0	0	Yes	Private	Urban	69.4	47.8	never smoked
46,891	Female	74	0	0	Yes	Private	Rural	68.34	39.3	Unknown
38,987	Male	65	0	1	Yes	Self-employed	Urban	58.37	28	smokes
21,886	Female	40	0	0	Yes	Private	Urban	71.2	27.1	never smoked
5,353	Male	52	0	1	No	Private	Rural	101.5	31.2	smokes
44,300	Female	66	0	0	Yes	Govt_job	Urban	92.04	23.1	never smoked
48,144	Female	20	0	0	No	Govt_job	Rural	73	20.8	never smoked
46,218	Female	51	0	0	Yes	Self-employed	Urban	111.15	34.1	smokes
39,745	Female	60	0	0	Yes	Self-employed	Rural	58.65	30.1	never smoked
13,517	Male	59	0	0	Yes	Private	Urban	100.54	35.8	never smoked
36,355	Male	58	0	0	Yes	Govt_job	Rural	111.73	34.6	never smoked
22,678	Female	42	0	0	Yes	Govt_job	Urban	97.78	29.8	Unknown
2,532	Male	28	0	0	No	Private	Rural	85.79	26.7	Unknown
52,512	Male	57	0	0	Yes	Private	Rural	98.54	30.2	never smoked
3,579	Female	66	0	1	Yes	Private	Urban	94.62	29.7	formerly smoked
3,130	Female	56	0	0	Yes	Private	Rural	112.43	54.6	never smoked
5,545	Male	48	0	0	Yes	Self-employed	Urban	99.67	23.3	formerly smoked
63,693	Male	37	0	0	No	Private	Urban	67.39	35.6	Unknown
34,363	Female	27	0	0	Yes	Private	Urban	95.12	27	never smoked
23,650	Male	15	0	0	No	children	Rural	85.06	21.6	never smoked
53,515	Male	61	0	0	Yes	Private	Rural	214.05	29.4	formerly smoked
33,528	Female	80	0	1	Yes	Self-employed	Urban	79.09	22.8	never smoked
23,046	Female	43	0	0	Yes	Self-employed	Urban	98.09	17.3	never smoked
11,068	Male	53	0	0	Yes	Self-employed	Urban	76.36	29.8	Unknown
62,233	Female	70	0	0	No	Self-employed	Urban	98.42	36.4	formerly smoked
7,291	Female	58	0	0	No	Private	Urban	82.01	34.7	formerly smoked
36,814	Female	49	0	0	Yes	Private	Rural	56.11	28.7	smokes
48,265	Male	65	0	0	Yes	Govt_job	Rural	111.85	26.7	never smoked
10,139	Female	54	0	0	Yes	Self-employed	Urban	92.39	22.1	never smoked
12,662	Male	74	1	0	Yes	Self-employed	Urban	112.54	27.7	formerly smoked
43,174	Female	56	0	0	Yes	Private	Urban	63.71	40.5	formerly smoked
72,823	Female	79	0	0	Yes	Private	Urban	70.35	23	formerly smoked
30,567	Male	71	1	0	Yes	Private	Urban	94.65	25.3	formerly smoked
41,927	Female	28	0	0	Yes	Private	Rural	64.64	22.1	never smoked
54,866	Female	9	0	0	No	children	Rural	57.27	28	Unknown
20,364	Female	4	0	0	No	children	Urban	107.25	12	Unknown
21,117	Female	36	0	0	No	Self-employed	Rural	77.12	28.4	never smoked
50,491	Male	78	0	0	Yes	Self-employed	Urban	55.32	29.6	smokes
61,013	Male	52	0	0	No	Private	Rural	69.37	36.2	Unknown
71,010	Female	80	0	0	No	Self-employed	Urban	57.57	22.8	never smoked
23,551	Male	28	0	0	Yes	Private	Urban	87.43	55.7	Unknown
10,997	Female	38	0	0	Yes	Private	Rural	98.73	24.3	never smoked
12,738	Male	56	0	0	Yes	Private	Rural	81.18	26.9	never smoked
57,772	Female	75	0	0	Yes	Govt_job	Rural	56.23	25.3	never smoked
16,615	Male	76	1	0	Yes	Self-employed	Rural	69.61	35.3	never smoked
62,999	Male	10	0	0	No	children	Rural	59.49	18.3	Unknown
68,995	Female	48	1	0	No	Private	Rural	118.14	null	formerly smoked
66,184	Male	40	0	0	Yes	Govt_job	Rural	100.26	26	Unknown
53,010	Male	82	0	0	Yes	Self-employed	Rural	56.75	21	never smoked
967	Male	61	0	1	Yes	Private	Urban	88.27	null	never smoked
31,145	Female	17	0	0	No	Private	Urban	67.81	55.7	never smoked
54,338	Female	58	0	0	Yes	Govt_job	Rural	77.46	27.6	never smoked
22,870	Male	12	0	0	No	children	Urban	76.26	20.5	never smoked
13,223	Female	53	0	0	Yes	Govt_job	Rural	86.39	30.2	never smoked
57,523	Female	26	0	0	Yes	Private	Urban	116.38	21.9	formerly smoked
67,932	Female	48	0	0	Yes	Private	Rural	75.74	28.8	smokes
10,255	Male	25	0	0	Yes	Private	Rural	92.14	36.2	Unknown
68,131	Female	27	0	0	No	Private	Rural	149.95	25.9	never smoked
29,873	Male	31	1	0	Yes	Govt_job	Urban	92.11	null	never smoked
54,182	Female	16	0	0	No	Private	Rural	74.98	21.4	never smoked
61,300	Male	20	0	0	No	Private	Urban	55.25	20.4	never smoked
15,274	Female	2	0	0	No	children	Rural	79.89	31.6	Unknown
53,016	Female	1.8	0	0	No	children	Urban	130.61	14.4	Unknown
28,848	Male	28	0	0	No	Private	Urban	94.26	23.7	Unknown
27,012	Male	32	0	0	No	Private	Urban	94.34	30.2	formerly smoked
7,745	Female	35	0	0	Yes	Private	Urban	109.03	19.5	formerly smoked
20,541	Female	52	1	0	Yes	Private	Rural	81.03	32.6	never smoked
5,892	Female	55	1	0	Yes	Private	Rural	99.82	34.2	never smoked
66,883	Female	42	0	0	Yes	Self-employed	Urban	140.08	43	never smoked
43,196	Female	52	0	0	Yes	Self-employed	Urban	59.54	42.2	Unknown
12,593	Female	18	0	0	No	Private	Urban	80.33	19.7	never smoked
51,514	Female	13	0	0	No	children	Urban	131.51	41.7	never smoked
15,553	Female	45	0	0	Yes	Private	Rural	89.21	21.6	formerly smoked
45,796	Female	29	0	0	Yes	Private	Rural	91.45	24.2	never smoked
31,840	Female	12	0	0	No	children	Rural	90.58	19.2	Unknown
58,767	Female	37	0	0	Yes	Private	Urban	91.45	25.8	Unknown
14,391	Female	30	0	0	Yes	Private	Rural	89.63	23.2	smokes
22,321	Female	44	0	0	Yes	Private	Urban	124.06	20.8	never smoked

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