Datasets:

Nnaodeh
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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
38,131	Female	59	0	0	Yes	Self-employed	Rural	55.46	20.9	never smoked
61,848	Female	48	0	0	Yes	Private	Urban	113.87	28.9	never smoked
56,228	Male	76	0	1	Yes	Self-employed	Urban	67.03	null	never smoked
4,949	Male	49	0	0	Yes	Private	Rural	96.35	35.9	never smoked
46,688	Female	44	0	0	No	Private	Urban	127.21	29.8	smokes
30,491	Female	39	0	0	Yes	Private	Urban	78.9	26.7	never smoked
43,478	Male	34	0	0	Yes	Private	Urban	59.91	28.4	formerly smoked
25,443	Male	50	0	0	No	Private	Urban	160.94	26.7	smokes
52,519	Male	62	0	0	Yes	Private	Rural	59.61	32.5	Unknown
24,361	Female	38	0	0	Yes	Private	Urban	87.94	43.8	never smoked
29,514	Female	43	0	0	Yes	Private	Rural	97.55	28.3	formerly smoked
35,893	Male	28	0	0	No	Private	Urban	116.02	36.6	formerly smoked
58,568	Female	58	0	0	Yes	Private	Rural	127.32	33.1	smokes
63,303	Male	28	0	0	No	Private	Urban	75.5	27	smokes
70,625	Male	18	0	0	No	Private	Urban	79.35	23.6	Unknown
54,807	Male	62	1	1	Yes	Private	Rural	176.25	null	never smoked
18,820	Male	31	0	0	No	Private	Rural	108.56	21.8	never smoked
64,029	Male	55	1	0	Yes	Private	Urban	168.06	23.5	smokes
72,703	Female	54	0	0	Yes	Private	Urban	75.52	28.7	formerly smoked
11,394	Male	73	0	1	Yes	Private	Rural	82.15	31.6	formerly smoked
12,298	Male	26	0	0	No	Self-employed	Urban	200.28	31.9	formerly smoked
70,845	Male	73	0	1	Yes	Private	Rural	62.44	25.2	smokes
44,494	Female	38	0	0	Yes	Private	Rural	84.31	25.9	smokes
30,953	Male	75	1	1	Yes	Private	Rural	221.43	32.5	Unknown
47,861	Male	81	0	0	Yes	Private	Urban	165.47	28.1	Unknown
13,465	Female	20	0	0	No	Private	Rural	96.69	27.4	smokes
62,454	Female	12	0	0	No	children	Urban	63.98	21.2	formerly smoked
52,593	Male	78	0	1	Yes	Private	Urban	145.03	26.8	formerly smoked
91	Female	42	0	0	No	Private	Urban	98.53	18.5	never smoked
22,056	Female	71	1	0	Yes	Private	Urban	105.55	null	smokes
45,469	Male	16	0	0	No	children	Rural	134.23	30.6	Unknown
41,284	Male	4	0	0	No	children	Rural	62.48	19.9	Unknown
20,112	Male	79	0	1	Yes	Private	Urban	213.38	null	Unknown
45,627	Male	60	0	0	Yes	Private	Rural	70.52	26.5	formerly smoked
4,174	Female	45	1	0	Yes	Private	Urban	93.21	43.8	never smoked
31,660	Male	23	0	0	No	Private	Rural	82.39	31.8	Unknown
36,196	Male	21	0	0	No	Private	Rural	88.29	36.6	smokes
19,769	Female	67	0	0	Yes	Self-employed	Rural	80.18	22.9	formerly smoked
8,341	Male	10	0	0	No	children	Rural	84.02	18.7	never smoked
42,172	Female	24	0	0	Yes	Self-employed	Rural	69.72	29.6	never smoked
14,372	Male	50	0	0	Yes	Self-employed	Urban	192.16	43.6	never smoked
61,252	Male	79	0	1	Yes	Private	Rural	82.27	null	never smoked
15,251	Male	14	0	0	No	children	Urban	101.87	20.3	never smoked
67,800	Female	13	0	0	No	children	Rural	77.55	21.3	Unknown
10,416	Male	71	0	1	Yes	Private	Urban	215.72	39.2	smokes
19,504	Female	66	0	0	Yes	Private	Rural	87.84	52.8	Unknown
7,476	Male	32	0	0	No	Govt_job	Rural	91.93	30.2	never smoked
55,526	Male	46	0	0	Yes	Govt_job	Urban	58.63	35.3	never smoked
452	Male	48	1	0	Yes	Private	Urban	173.14	37	smokes
55,790	Female	45	0	0	Yes	Private	Urban	106.83	32.1	formerly smoked
38,541	Male	55	0	0	Yes	Private	Urban	84.44	30.5	formerly smoked
23,748	Female	31	0	0	Yes	Private	Urban	92.16	22.8	never smoked
18,790	Male	25	0	0	No	Private	Urban	85.96	34.5	formerly smoked
45,751	Male	73	1	0	Yes	Self-employed	Rural	202.57	37.4	never smoked
72,369	Female	14	0	0	No	children	Rural	65.41	19.5	Unknown
7,171	Female	56	0	0	Yes	Govt_job	Urban	102.51	55.7	Unknown
52,826	Male	60	0	0	Yes	Private	Rural	62.6	30.4	Unknown
42,556	Male	27	0	0	Yes	Private	Urban	150.1	25.3	never smoked
507	Female	28	0	0	Yes	Private	Rural	94.15	23.1	smokes
56,746	Male	46	1	0	Yes	Private	Urban	65.5	30.7	never smoked
54,072	Female	11	0	0	No	children	Urban	81.31	18.8	never smoked
49,760	Female	63	0	0	Yes	Private	Rural	78.96	28.6	never smoked
61,821	Female	59	0	0	Yes	Private	Rural	123.47	27.5	Unknown
65,481	Male	57	0	0	Yes	Private	Urban	90.4	26.5	never smoked
6,174	Female	35	0	0	No	Private	Urban	71.59	40.3	never smoked
68,224	Male	54	0	0	Yes	Private	Rural	209.5	37.9	formerly smoked
61,559	Male	7	0	0	No	children	Urban	86.6	17.1	Unknown
65,564	Female	48	0	0	Yes	Private	Urban	57.43	53.5	formerly smoked
18,890	Male	69	1	0	Yes	Private	Rural	87.93	33.6	never smoked
58,936	Male	59	0	0	Yes	Private	Rural	203.16	43.4	Unknown
67,667	Female	72	1	0	Yes	Self-employed	Rural	112.12	30.5	never smoked
68,138	Male	49	0	0	Yes	Private	Urban	92.02	38.1	never smoked
50,363	Female	73	1	0	Yes	Private	Rural	60.98	29.9	formerly smoked
4,740	Female	24	0	0	No	Private	Urban	86.35	32.7	never smoked
39,683	Male	26	0	0	No	Private	Rural	71.26	28.6	Unknown
49,903	Male	27	0	0	No	Private	Urban	72.61	38.5	never smoked
63,457	Female	78	0	1	No	Self-employed	Urban	110.78	22.9	never smoked
18,595	Female	77	0	0	Yes	Private	Urban	99.78	38	never smoked
64,912	Female	59	0	0	Yes	Self-employed	Rural	201.45	43.8	smokes
68,382	Male	0.32	0	0	No	children	Urban	127.78	20.8	Unknown
69,510	Male	39	0	0	Yes	Private	Rural	121.32	26.8	never smoked
29,872	Female	35	0	0	Yes	Private	Urban	83.89	25.5	never smoked
1,924	Male	54	0	0	Yes	Private	Rural	74.06	null	never smoked
67,243	Female	75	0	1	Yes	Private	Urban	206.15	25.4	never smoked
3,494	Female	80	0	0	Yes	Private	Rural	102.9	26.7	Unknown
37,307	Female	35	0	0	Yes	Private	Urban	65.48	50.5	never smoked
41,175	Female	22	0	0	No	Govt_job	Urban	123.23	21.3	Unknown
48,303	Male	39	0	0	Yes	Private	Rural	71.3	34.7	never smoked
31,473	Male	6	0	0	No	children	Rural	79.05	17.9	Unknown
31,402	Female	62	0	0	Yes	Self-employed	Rural	102.21	36.3	never smoked
18,996	Female	13	0	0	No	children	Urban	105.22	18.4	Unknown
2,573	Male	56	0	0	Yes	Govt_job	Rural	84.58	34.5	Unknown
60,683	Male	53	0	1	Yes	Govt_job	Urban	77.3	33.4	never smoked
70,537	Male	5	0	0	No	children	Rural	74.79	19.4	Unknown
63,193	Female	44	0	0	Yes	Private	Rural	88.75	25.6	Unknown
12,228	Male	13	0	0	No	children	Rural	97.97	24.5	never smoked
58,107	Female	59	0	0	Yes	Private	Rural	79.18	30	Unknown
28,647	Female	35	0	0	Yes	Private	Urban	81.33	28.9	never smoked
57,086	Female	52	0	0	Yes	Private	Urban	126.68	28.1	never smoked
5,505	Female	76	0	0	Yes	Private	Urban	196.61	23	never smoked

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