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
28,998	Male	25	0	0	No	Private	Rural	85.17	28.7	smokes
19,805	Male	60	0	0	No	Private	Urban	84.14	32.3	never smoked
63,668	Male	22	0	0	No	Private	Rural	85.57	24.2	formerly smoked
24,876	Male	35	0	0	Yes	Private	Urban	82.81	23.9	never smoked
34,719	Male	48	1	0	No	Private	Urban	110.53	34.2	never smoked
48,769	Female	38	0	0	Yes	Private	Rural	61.88	29	Unknown
22,536	Female	12	0	0	No	children	Urban	85.04	29.9	never smoked
8,760	Female	22	0	0	No	Private	Urban	140.4	23	smokes
53,126	Female	0.64	0	0	No	children	Urban	62.27	17.3	Unknown
18,179	Male	13	0	0	No	Private	Rural	99.44	21	never smoked
38,242	Female	78	0	1	Yes	Self-employed	Rural	88.9	34.3	Unknown
68,708	Female	23	0	0	No	Private	Urban	64.1	19.8	Unknown
12,366	Female	35	0	0	No	Private	Urban	97.58	24.3	Unknown
42,465	Female	78	1	0	Yes	Private	Rural	58.66	16.4	never smoked
24,638	Male	50	0	0	Yes	Govt_job	Urban	88.24	32.6	Unknown
58,587	Male	61	0	0	Yes	Private	Urban	61.32	23.7	smokes
9,170	Male	60	0	0	Yes	Self-employed	Urban	185.71	null	Unknown
36,545	Male	43	0	0	Yes	Private	Rural	62.99	27	formerly smoked
19,467	Male	60	1	0	Yes	Private	Urban	86.04	25.6	smokes
16,868	Female	51	0	0	Yes	Private	Rural	83.3	34	formerly smoked
47,608	Female	21	0	0	No	Private	Urban	208.17	24.9	never smoked
38,440	Male	16	0	0	No	Private	Rural	133.2	26.3	Unknown
23,543	Female	25	0	0	No	Private	Rural	81.54	43.1	Unknown
65,396	Female	36	0	0	Yes	Private	Rural	146.61	39.6	never smoked
34,621	Female	8	0	0	No	children	Urban	79.33	15.2	Unknown
23,561	Female	48	0	0	Yes	Private	Rural	84.56	41.8	never smoked
16,091	Male	14	0	0	No	Private	Rural	103.44	20.1	never smoked
63,597	Female	60	0	0	Yes	Private	Urban	185.31	39.3	never smoked
57,533	Male	61	1	0	Yes	Private	Urban	102.53	28.3	formerly smoked
59,370	Female	60	0	0	Yes	Private	Urban	65.78	27.5	Unknown
57,285	Male	56	0	0	No	Private	Rural	62.6	33.9	never smoked
17,515	Female	9	0	0	No	children	Rural	81.18	20	Unknown
23,988	Female	45	0	0	Yes	Private	Rural	76.68	34.8	smokes
34,958	Male	14	0	0	No	children	Urban	92.86	20.7	formerly smoked
30,620	Male	37	0	0	No	Private	Urban	90.95	24.6	smokes
31,811	Female	52	0	1	Yes	Private	Urban	85.66	39.4	never smoked
1,818	Female	30	0	0	No	Govt_job	Urban	88.2	null	smokes
5,478	Female	60	0	0	Yes	Self-employed	Urban	203.04	null	smokes
26,830	Female	47	0	0	Yes	Self-employed	Rural	68.37	29.4	smokes
25,883	Female	82	1	0	Yes	Self-employed	Urban	77.32	24.8	Unknown
43,657	Male	64	0	0	Yes	Govt_job	Rural	187.87	32.3	never smoked
71,917	Male	12	0	0	No	children	Rural	213.87	25.3	never smoked
61,299	Female	79	1	0	Yes	Private	Rural	119.62	39	Unknown
24,603	Male	77	0	0	Yes	Private	Urban	222.85	29.4	formerly smoked
70,654	Female	25	0	0	No	Private	Rural	100.82	31.9	Unknown
49,485	Female	26	0	0	No	Private	Rural	136.1	26.4	Unknown
61,641	Male	14	0	0	No	children	Rural	149.42	20.6	Unknown
12,600	Female	42	0	0	Yes	Self-employed	Rural	79.99	26.3	never smoked
11,566	Male	37	0	0	Yes	Private	Rural	118.21	23.6	Unknown
72,108	Male	8	0	0	No	children	Rural	56.3	18	Unknown
35,117	Female	78	0	0	Yes	Self-employed	Rural	84.49	26.4	never smoked
22,967	Male	18	0	0	No	Private	Rural	89.61	22	never smoked
28,913	Male	78	0	0	Yes	Private	Rural	100.09	30.5	Unknown
70,857	Female	55	0	0	Yes	Govt_job	Urban	198.36	29.1	smokes
42,229	Female	68	0	0	Yes	Self-employed	Rural	93.61	24.9	never smoked
23,459	Female	47	0	0	Yes	Private	Rural	75.43	36.4	smokes
2,209	Female	47	0	0	Yes	Govt_job	Urban	100.31	31.2	smokes
38,673	Female	51	0	0	Yes	Private	Rural	105.63	32.8	never smoked
42,184	Male	43	0	0	Yes	Self-employed	Rural	82.84	31.6	never smoked
59,250	Female	78	0	0	Yes	Govt_job	Urban	58.88	35.8	Unknown
29,525	Male	63	0	0	Yes	Private	Urban	92.27	35.2	formerly smoked
42,713	Female	45	0	0	Yes	Private	Urban	115.23	28	never smoked
16,066	Female	53	1	1	Yes	Private	Urban	196.25	24.9	smokes
33,692	Female	12	0	0	No	children	Rural	85.97	35.7	Unknown
29,232	Female	56	0	0	Yes	Private	Urban	114.33	30.7	smokes
70,122	Female	29	0	0	Yes	Private	Rural	72.52	33.9	never smoked
25,305	Male	10	0	0	No	children	Rural	99.87	null	formerly smoked
66,110	Female	55	0	0	Yes	Private	Rural	63.47	27.8	Unknown
69,461	Female	49	0	0	Yes	Govt_job	Urban	90.58	23.2	Unknown
7,885	Female	23	0	0	No	Private	Rural	92.26	17.1	Unknown
60,050	Female	53	0	0	Yes	Self-employed	Urban	113.74	31.6	smokes
21,608	Male	56	1	0	Yes	Govt_job	Urban	72.79	23.8	smokes
32,150	Female	56	0	0	Yes	Self-employed	Rural	94.71	29.6	smokes
48,069	Female	61	0	0	Yes	Private	Rural	194.53	45	never smoked
24,066	Female	45	0	0	Yes	Private	Urban	72.65	25.6	Unknown
39,242	Male	80	1	1	Yes	Private	Urban	86.68	27.7	formerly smoked
57,618	Female	47	0	0	Yes	Self-employed	Rural	140.39	25.5	never smoked
14,599	Female	3	0	0	No	children	Rural	77.87	18.3	Unknown
27,479	Male	63	0	0	Yes	Self-employed	Rural	104.7	21	formerly smoked
10,238	Female	68	1	0	Yes	Private	Urban	95.82	28.6	never smoked
49,014	Female	76	0	0	Yes	Govt_job	Urban	204.05	23.5	never smoked
67,063	Male	62	0	0	Yes	Self-employed	Urban	130.56	36.1	Unknown
38,488	Female	30	0	0	Yes	Private	Urban	67.78	29.2	smokes
33,298	Female	44	0	0	Yes	Private	Urban	105.29	27.6	formerly smoked
48,739	Male	47	0	0	Yes	Self-employed	Urban	135.19	36	smokes
52,428	Male	25	0	0	No	Private	Urban	116.12	20.4	smokes
61,171	Female	31	0	0	No	Private	Rural	59.63	19.9	never smoked
40,878	Male	71	0	0	Yes	Self-employed	Rural	56.43	29.2	formerly smoked
61,247	Female	32	0	0	No	Private	Rural	199.18	27.9	never smoked
27,799	Male	72	0	0	Yes	Private	Rural	209.26	38.1	formerly smoked
2,824	Female	44	0	0	Yes	Govt_job	Urban	91.21	24.1	never smoked
12,376	Male	63	0	0	Yes	Govt_job	Urban	95.16	37.8	formerly smoked
72,435	Female	37	0	0	Yes	Private	Urban	217.11	29.1	never smoked
46,864	Male	54	0	1	Yes	Govt_job	Urban	222.46	35.7	never smoked
2,019	Male	20	0	0	No	Private	Rural	70.96	null	Unknown
26,154	Male	56	0	0	Yes	Private	Rural	82.44	34.5	never smoked
47,972	Female	25	0	0	No	Govt_job	Rural	74.11	34.1	smokes
47,751	Female	19	0	0	No	Private	Urban	131.23	21.1	Unknown
25,405	Male	62	0	0	Yes	Govt_job	Urban	187.52	57.7	never smoked
34,525	Female	27	0	0	No	Private	Rural	83.26	22.2	never smoked

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