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
38,184	Female	79	1	0	Yes	Private	Rural	99.47	28.4	never smoked
13,997	Male	38	0	0	Yes	Private	Urban	88.97	30.2	never smoked
41,673	Female	45	0	0	Yes	Private	Rural	80.93	23.1	never smoked
27,796	Female	66	0	0	Yes	Private	Urban	102.07	16.7	smokes
18,390	Female	19	0	0	No	Private	Rural	91.69	39.5	Unknown
63,409	Female	49	0	0	Yes	Private	Urban	63.71	33.8	smokes
9,752	Female	66	0	0	Yes	Govt_job	Rural	200.49	34.6	smokes
72,882	Male	47	0	0	Yes	Private	Rural	75.3	25	formerly smoked
49,744	Female	59	0	0	Yes	Private	Urban	240.71	43.9	formerly smoked
49,086	Female	23	0	0	No	Private	Urban	60.5	27.1	formerly smoked
40,866	Female	79	0	0	Yes	Self-employed	Rural	131.85	25.9	Unknown
47,523	Female	37	0	0	No	Self-employed	Rural	134.39	22.7	formerly smoked
63,561	Male	78	0	0	Yes	Private	Urban	56.18	27.1	never smoked
51,422	Female	70	1	0	Yes	Private	Rural	113.64	25.6	formerly smoked
56,870	Female	34	0	0	No	Private	Rural	156.57	28.4	Unknown
3,590	Female	28	1	0	No	Private	Rural	80.4	57.5	never smoked
60,665	Male	29	0	0	No	Private	Urban	59.26	35.8	smokes
40,791	Female	13	0	0	No	children	Rural	63.26	19.5	Unknown
54,304	Female	22	0	0	Yes	Private	Urban	86.24	31.2	never smoked
22,485	Male	56	0	0	Yes	Private	Urban	197.1	43.6	formerly smoked
18,430	Female	81	0	0	Yes	Self-employed	Urban	90.9	31.2	formerly smoked
19,234	Female	28	0	0	No	Private	Rural	84.59	23.5	Unknown
52,454	Male	9	0	0	No	children	Rural	121.8	18.7	Unknown
13,365	Male	50	0	0	Yes	Private	Rural	77.65	24.4	smokes
60,983	Male	70	0	0	Yes	Private	Urban	64.41	29.4	smokes
14,615	Female	30	0	0	No	Private	Urban	75.19	37	smokes
50,277	Female	51	0	0	Yes	Self-employed	Rural	67.97	29.4	smokes
50,811	Male	24	0	0	No	Private	Urban	119.34	38.5	never smoked
16,575	Male	17	0	0	No	Private	Rural	94.92	23.5	never smoked
1,246	Female	43	0	0	Yes	Govt_job	Rural	107.42	null	never smoked
11,176	Male	9	0	0	No	children	Rural	85.02	16.3	Unknown
30,712	Male	50	0	0	Yes	Private	Urban	103.51	35.9	never smoked
31,308	Female	49	0	0	Yes	Private	Urban	114.5	35.9	formerly smoked
9,612	Male	6	0	0	No	children	Urban	70.78	20.3	Unknown
3,325	Male	30	0	0	Yes	Self-employed	Rural	95.01	32.3	smokes
52,808	Male	73	0	0	Yes	Private	Urban	84.11	27.9	never smoked
41,513	Female	20	0	0	Yes	Private	Urban	74.02	22.3	never smoked
36,109	Male	42	0	0	Yes	Private	Urban	78.49	31.8	smokes
53,336	Female	79	0	0	Yes	Govt_job	Urban	74.22	29.7	Unknown
56,831	Female	55	0	0	Yes	Private	Urban	55.34	27.1	smokes
52,580	Female	27	0	0	No	Private	Rural	75.04	24.5	never smoked
55,592	Male	71	0	0	Yes	Private	Rural	109.73	28.9	never smoked
33,723	Female	9	0	0	No	children	Urban	95.81	null	Unknown
26,235	Male	23	0	0	No	Private	Rural	96.78	24.6	smokes
16,685	Female	71	1	0	Yes	Private	Urban	194.62	31.6	never smoked
44,583	Female	56	0	1	Yes	Private	Rural	70.02	32.3	never smoked
25,315	Male	31	0	0	Yes	Private	Urban	222.21	41.1	smokes
58,227	Female	64	0	0	Yes	Govt_job	Rural	62.41	30	never smoked
60,810	Male	46	0	0	Yes	Self-employed	Urban	55.83	26.4	never smoked
34,612	Male	55	0	0	Yes	Govt_job	Rural	65.12	30	never smoked
8,320	Male	2	0	0	No	children	Rural	73.62	20.8	Unknown
25,595	Female	58	1	0	Yes	Private	Urban	85.83	44	formerly smoked
30,550	Female	78	0	0	No	Private	Urban	103.86	30.6	Unknown
49,529	Female	1.16	0	0	No	children	Urban	60.98	17.2	Unknown
13,367	Female	35	0	0	Yes	Private	Rural	82.69	29.1	Unknown
33,585	Female	64	0	0	Yes	Private	Rural	250.2	27.4	Unknown
49,785	Female	18	0	0	No	Private	Rural	128.97	23.5	Unknown
6,886	Male	19	0	0	No	Private	Rural	84.31	31.8	never smoked
38,609	Male	47	0	0	Yes	Govt_job	Rural	74.8	23.5	never smoked
22,159	Female	54	1	0	No	Private	Urban	97.06	28.5	formerly smoked
37,413	Female	39	0	0	Yes	Private	Urban	77.54	32.7	Unknown
4,169	Female	37	0	0	No	Private	Rural	92.78	54.2	never smoked
40,055	Female	17	0	0	No	Private	Rural	173.43	25.6	smokes
18,888	Female	20	0	0	Yes	Private	Urban	79.08	41.2	never smoked
45,283	Female	31	0	0	Yes	Private	Urban	106.18	27	smokes
42,503	Female	56	0	0	Yes	Private	Rural	114.21	21.3	never smoked
23,645	Female	31	0	0	No	Private	Rural	91.08	34.3	never smoked
62,382	Male	82	0	0	Yes	Private	Urban	105.77	29.5	Unknown
59,521	Male	33	0	0	Yes	Private	Rural	74.88	31.6	smokes
55,386	Male	42	0	0	Yes	Private	Rural	123.15	26.1	smokes
22,685	Male	20	0	0	No	Private	Rural	184.25	27.5	never smoked
46,745	Male	22	0	0	Yes	Govt_job	Rural	117.69	26.5	never smoked
72,547	Male	61	0	0	Yes	Private	Rural	55.26	33.2	Unknown
26,973	Female	31	0	0	Yes	Private	Urban	106.51	40.2	never smoked
41,033	Female	31	0	0	Yes	Govt_job	Rural	55.27	32.5	formerly smoked
5,046	Male	17	0	0	No	Self-employed	Urban	98.42	23.4	Unknown
71,442	Female	30	0	0	Yes	Private	Rural	99.2	32.5	never smoked
49,624	Male	69	0	0	Yes	Private	Urban	98.92	23.9	formerly smoked
10,572	Female	63	0	0	Yes	Private	Rural	92.7	29.5	never smoked
55,847	Male	19	0	0	No	Private	Rural	106.7	24	never smoked
42,441	Male	7	0	0	No	children	Urban	152.81	17.7	Unknown
28,910	Female	51	0	0	Yes	Private	Urban	82.59	26.2	formerly smoked
10,381	Female	38	1	0	Yes	Self-employed	Urban	91	33.3	never smoked
14,387	Male	2	0	0	No	children	Urban	93.88	17.4	Unknown
31,956	Female	58	0	0	Yes	Private	Urban	76.99	29	never smoked
17,813	Female	69	0	1	Yes	Private	Rural	254.6	21.7	Unknown
24,665	Female	64	1	0	Yes	Private	Rural	93.99	37.8	formerly smoked
13,683	Female	31	0	0	Yes	Private	Urban	109.68	41.8	never smoked
7,387	Female	59	1	0	Yes	Private	Rural	92.04	24.2	never smoked
57,011	Female	54	0	0	Yes	Private	Rural	111.41	31.1	never smoked
22,384	Female	24	0	0	Yes	Private	Rural	97.92	23.1	never smoked
24,108	Male	19	0	0	No	Private	Urban	65.61	25.1	Unknown
50,053	Male	17	0	0	No	Private	Urban	62.37	41.3	never smoked
69,427	Female	29	0	0	No	Private	Urban	101.28	22.7	never smoked
21,688	Female	42	0	0	Yes	Private	Rural	88.31	24	smokes
60,777	Female	31	0	0	Yes	Govt_job	Rural	103.55	20.5	formerly smoked
64,732	Female	29	0	0	No	Private	Urban	60.26	20.4	never smoked
42,710	Female	23	0	0	No	Private	Urban	79.39	27.6	never smoked
46,683	Female	25	0	0	No	Private	Urban	122.01	27	smokes
58,909	Female	14	0	0	No	children	Rural	78.09	26.4	Unknown

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