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
65,199	Female	53	0	0	Yes	Self-employed	Urban	81.51	28.5	Unknown
43,454	Female	78	0	0	No	Self-employed	Urban	137.74	34.9	formerly smoked
7,282	Male	44	0	0	Yes	Private	Rural	81.84	25.1	never smoked
18,518	Male	66	0	0	Yes	Private	Rural	242.3	35.3	smokes
41,648	Male	27	0	0	Yes	Private	Rural	102.64	26.4	smokes
49,003	Male	43	0	0	Yes	Private	Urban	146.01	31.5	smokes
16,371	Female	13	0	0	No	children	Urban	75.42	40.1	Unknown
42,807	Male	51	0	0	Yes	Govt_job	Urban	220.49	43.1	Unknown
40,181	Female	30	0	0	Yes	Private	Urban	61.45	36.7	smokes
66,174	Male	46	0	0	Yes	Self-employed	Rural	88.19	29.3	formerly smoked
45,538	Female	43	0	0	Yes	Self-employed	Rural	115.22	21.2	Unknown
6,319	Female	79	0	0	Yes	Private	Urban	97.93	31.2	Unknown
68,249	Female	27	0	0	Yes	Private	Rural	85.6	21.4	Unknown
55,232	Female	38	0	0	Yes	Private	Rural	79.83	27.9	smokes
11,120	Female	78	1	0	Yes	Private	Urban	218.46	34.3	never smoked
41,940	Male	57	0	1	Yes	Private	Rural	62.2	31	formerly smoked
72,214	Male	61	0	0	Yes	Self-employed	Urban	69.15	27.7	formerly smoked
37,089	Female	37	1	0	Yes	Self-employed	Rural	127.71	36	never smoked
68,614	Female	48	0	0	Yes	Private	Rural	216.7	38.7	formerly smoked
1,686	Female	29	0	0	No	Private	Urban	71.89	27.6	never smoked
22,284	Male	22	0	0	No	Private	Rural	103.56	25.1	Unknown
39,038	Male	11	0	0	No	children	Rural	79.03	16.5	Unknown
21,956	Female	22	0	0	No	Private	Urban	69.94	22.8	Unknown
52,134	Male	53	0	0	Yes	Private	Rural	90.12	35.4	Unknown
30,171	Male	27	0	0	No	Govt_job	Urban	95.1	24.3	formerly smoked
4,480	Male	76	0	0	Yes	Private	Rural	234.58	34.3	formerly smoked
2,982	Female	57	1	0	Yes	Private	Rural	235.85	40.1	never smoked
65,535	Male	8	0	0	No	children	Rural	78.05	25.7	Unknown
29,865	Female	21	0	0	No	Private	Rural	89.44	21.9	smokes
54,918	Female	18	0	0	No	Private	Rural	111.38	38.4	smokes
59,368	Female	78	0	0	Yes	Private	Urban	243.5	26.1	never smoked
65,836	Female	78	1	0	Yes	Private	Urban	182.2	30.5	formerly smoked
21,130	Male	33	0	0	Yes	Self-employed	Urban	229.92	25.9	smokes
1,703	Female	52	0	0	Yes	Private	Urban	82.24	54.7	formerly smoked
16,934	Female	51	0	0	Yes	Self-employed	Rural	89.84	29.9	Unknown
28,799	Male	11	0	0	No	children	Rural	90.69	18.6	Unknown
32,689	Female	48	0	0	Yes	Private	Urban	84.38	27.1	Unknown
56,357	Female	82	0	1	No	Private	Urban	215.6	24.9	never smoked
18,051	Female	54	0	0	Yes	Govt_job	Rural	91.61	25.2	never smoked
40,840	Female	49	0	0	Yes	Private	Rural	138.16	19.4	never smoked
10,449	Female	24	0	0	Yes	Private	Urban	75.23	29	never smoked
38,805	Female	37	0	0	Yes	Private	Rural	75.18	48.2	formerly smoked
31,091	Male	34	0	1	Yes	Private	Urban	106.23	null	formerly smoked
45,053	Male	64	0	0	Yes	Govt_job	Urban	239.64	34.6	formerly smoked
61,837	Female	66	0	0	Yes	Self-employed	Urban	58.95	24.6	never smoked
9,487	Female	23	0	0	No	Private	Urban	99.92	25.8	never smoked
49,713	Male	68	0	0	Yes	Private	Rural	116.23	26.1	never smoked
17,608	Female	55	0	0	Yes	Govt_job	Urban	118.82	29	formerly smoked
28,102	Female	25	0	0	No	Private	Rural	66.3	27.2	never smoked
1,506	Female	48	0	0	No	Govt_job	Urban	101.41	20.7	smokes
28,333	Female	79	1	1	Yes	Self-employed	Urban	200.28	30	formerly smoked
62,608	Female	47	0	0	Yes	Private	Urban	136.8	37.3	never smoked
40,670	Female	20	0	0	No	Private	Rural	96.57	34.1	never smoked
4,630	Female	60	0	0	Yes	Private	Rural	66.42	23.6	never smoked
21,284	Female	32	0	0	Yes	Private	Urban	98.09	25.2	smokes
49,421	Female	66	1	0	Yes	Private	Rural	205.23	39.5	never smoked
5,973	Male	43	0	0	Yes	Private	Urban	86.78	23.5	smokes
42,996	Female	36	0	0	No	Govt_job	Rural	126.82	23.3	never smoked
66,333	Male	52	0	0	Yes	Self-employed	Urban	78.4	64.8	never smoked
46,785	Female	29	0	0	Yes	Private	Urban	63.69	28.1	smokes
54,312	Female	76	1	0	Yes	Self-employed	Urban	209.58	null	never smoked
21,408	Female	39	0	0	Yes	Self-employed	Rural	89.86	24.4	never smoked
49,916	Male	76	0	0	Yes	Private	Rural	110.99	29.8	formerly smoked
7,559	Female	0.64	0	0	No	children	Urban	83.82	24.9	Unknown
71,038	Male	34	0	0	Yes	Private	Urban	137.96	35.1	Unknown
69,037	Female	72	0	0	Yes	Private	Rural	210.78	32.3	formerly smoked
58,617	Female	43	0	0	Yes	Self-employed	Rural	118.89	43.6	never smoked
69,064	Female	57	0	0	No	Self-employed	Rural	72.55	21	never smoked
9,404	Female	44	0	0	Yes	Private	Rural	107.41	47.3	never smoked
8,171	Female	4	0	0	No	children	Rural	93.25	16.6	Unknown
28,286	Male	44	0	0	Yes	Private	Rural	74.91	37.5	never smoked
43,232	Female	18	0	0	No	Private	Urban	80.05	24.2	never smoked
10,159	Male	41	0	0	Yes	Private	Urban	99.8	31.6	never smoked
34,402	Female	23	0	0	Yes	Private	Rural	91.97	21.6	formerly smoked
58,282	Female	53	0	0	Yes	Govt_job	Rural	64.4	31	smokes
64,489	Male	56	0	0	Yes	Govt_job	Rural	73.02	31.1	never smoked
22,706	Female	0.88	0	0	No	children	Rural	88.11	15.5	Unknown
71,539	Male	25	0	0	No	Private	Urban	138.29	27.3	Unknown
28,637	Female	14	0	0	No	children	Rural	72.36	20.5	Unknown
64,553	Female	53	0	0	Yes	Private	Rural	68.76	35.6	formerly smoked
31,741	Male	4	0	0	No	children	Rural	106.22	16.7	Unknown
69,936	Female	39	0	0	Yes	Private	Urban	101.52	41.8	never smoked
46,527	Male	53	1	1	Yes	Govt_job	Rural	109.51	41.9	never smoked
22,537	Male	5	0	0	No	children	Rural	85.84	16.4	Unknown
50,611	Male	4	0	0	No	children	Rural	110.15	17.1	Unknown
13,547	Female	37	0	0	Yes	Private	Urban	91.72	29.2	never smoked
63,732	Male	70	1	0	Yes	Self-employed	Urban	251.6	27.1	never smoked
9,608	Male	24	0	0	No	Private	Urban	123.1	37.9	never smoked
10,504	Male	55	0	0	Yes	Govt_job	Rural	97.4	44.6	formerly smoked
37,090	Female	70	0	0	Yes	Private	Rural	68.34	22.8	formerly smoked
60,148	Male	34	0	0	Yes	Private	Urban	80.81	33.2	never smoked
9,637	Male	26	0	0	Yes	Private	Rural	120.31	22.3	smokes
44,862	Female	39	0	0	Yes	Private	Rural	83.51	26.4	never smoked
52,173	Male	38	0	0	No	Self-employed	Urban	74.09	39.6	never smoked
5,708	Female	20	0	0	No	Private	Urban	91.6	28.1	never smoked
23,462	Female	17	0	0	No	Private	Urban	87.52	39.2	never smoked
2,374	Male	60	1	0	Yes	Private	Rural	213.37	36	never smoked
11,091	Female	75	0	0	Yes	Self-employed	Rural	75.39	37.8	never smoked
70,374	Female	31	0	0	Yes	Private	Rural	122.41	40.3	smokes
15,528	Male	58	1	0	Yes	Private	Rural	223.36	41.5	formerly smoked

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