Datasets:

Nnaodeh
/

Stroke_Prediction_Dataset

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Split (1)

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
62,783	Female	76	0	0	Yes	Private	Urban	198.02	38.7	Unknown
10,133	Male	46	0	0	Yes	Private	Urban	85.35	32.1	smokes
19,778	Male	80	0	0	No	Self-employed	Rural	204.17	41.3	formerly smoked
38,255	Male	21	0	0	No	Private	Urban	82.71	20.1	formerly smoked
41,565	Female	33	0	0	No	Private	Urban	121.19	22.1	never smoked
39,423	Female	32	0	0	Yes	Private	Rural	106.02	24.9	smokes
68,908	Female	0.72	0	0	No	children	Urban	66.36	23	Unknown
22,440	Female	49	0	0	Yes	Private	Urban	267.76	29.3	formerly smoked
28,418	Female	41	0	0	Yes	Private	Rural	107.18	22.8	never smoked
22,566	Male	37	0	0	Yes	Private	Rural	74.58	31.6	Unknown
7,055	Female	58	0	0	Yes	Private	Urban	80.92	19.4	Unknown
69,177	Female	79	0	0	Yes	Private	Rural	90.77	22.5	never smoked
33,162	Female	23	0	0	No	Private	Rural	90.84	31.6	never smoked
44,764	Female	78	1	0	Yes	Self-employed	Rural	59.2	29.1	Unknown
32,157	Male	51	0	0	Yes	Private	Rural	217.71	null	formerly smoked
61,983	Female	41	0	0	Yes	Private	Urban	133.76	43.4	smokes
72,268	Male	68	0	0	Yes	Self-employed	Urban	61.36	26.5	formerly smoked
39,467	Female	30	0	0	No	Private	Rural	118.62	29.7	Unknown
20,282	Male	1.88	0	0	No	children	Rural	77.91	21.8	Unknown
51,159	Female	32	0	0	No	Govt_job	Urban	68.98	23.4	formerly smoked
7,167	Female	20	0	0	No	Private	Rural	112.08	23	never smoked
59,147	Male	20	0	0	No	Private	Urban	96.2	21.5	never smoked
18,192	Male	10	0	0	No	children	Rural	93.11	14.6	Unknown
14,049	Male	8	0	0	No	children	Rural	115.54	28.5	Unknown
35,927	Male	65	0	0	Yes	Private	Urban	88.57	29	smokes
28,150	Female	65	1	0	Yes	Private	Urban	180.76	26.9	Unknown
8,727	Male	46	0	0	Yes	Self-employed	Urban	83.12	29.6	formerly smoked
7,516	Male	53	0	0	Yes	Self-employed	Urban	94.89	28.5	never smoked
6,419	Female	79	0	0	No	Private	Rural	239.52	25.5	never smoked
20,425	Male	43	0	0	Yes	Self-employed	Rural	99.15	30.5	formerly smoked
59,878	Female	56	0	0	Yes	Self-employed	Urban	124.16	23	never smoked
69,355	Male	3	0	0	No	children	Rural	86.38	22.8	Unknown
5,858	Male	32	0	0	No	Private	Rural	93.68	31.4	never smoked
39,823	Female	41	0	0	Yes	Govt_job	Rural	229.86	35.2	smokes
37,053	Male	53	0	0	Yes	Govt_job	Rural	78.73	23.3	never smoked
2,082	Male	35	0	0	Yes	Private	Rural	115.92	null	formerly smoked
48,073	Male	67	0	0	Yes	Govt_job	Rural	93.71	31.2	formerly smoked
16,449	Female	33	0	0	Yes	Govt_job	Rural	76.66	24.8	never smoked
5,447	Female	21	0	0	No	Private	Rural	112.38	25.8	Unknown
27,145	Female	26	0	0	No	Private	Rural	89.3	48.4	smokes
30,328	Female	69	1	0	Yes	Govt_job	Rural	103.44	43.1	formerly smoked
739	Female	73	0	0	Yes	Self-employed	Rural	79.69	null	formerly smoked
44,224	Male	15	0	0	No	Private	Rural	61.61	27.8	never smoked
533	Female	3	0	0	No	children	Rural	94.12	21.4	Unknown
45,554	Female	1.24	0	0	No	children	Urban	62.4	22.1	Unknown
32,884	Female	80	1	0	Yes	Private	Urban	210.96	31.8	never smoked
55,744	Male	2	0	0	No	children	Urban	76.25	20.1	Unknown
28,414	Male	50	0	0	Yes	Private	Urban	103.48	29.1	smokes
25,767	Female	30	0	0	No	Private	Urban	96.42	22.6	Unknown
71,319	Male	15	0	0	No	Private	Rural	78.59	25.1	Unknown
70,031	Female	71	1	0	Yes	Private	Rural	195.25	33.3	never smoked
23,604	Male	4	0	0	No	children	Rural	103.76	15.9	Unknown
46,576	Male	2	0	0	No	children	Rural	68.52	20.8	Unknown
31,293	Male	11	0	0	No	children	Urban	92.17	19.5	Unknown
70,610	Female	45	0	0	Yes	Private	Rural	81.02	39	never smoked
6,044	Male	22	0	0	No	Govt_job	Rural	94.33	23.1	never smoked
62,284	Male	63	0	0	Yes	Self-employed	Rural	78.43	18.8	never smoked
5,821	Female	50	0	0	Yes	Private	Rural	217.39	50.6	Unknown
22,295	Female	25	0	0	No	Private	Urban	82.77	36.3	Unknown
27,583	Male	49	0	0	Yes	Private	Rural	88.13	32.8	never smoked
9,696	Male	39	0	0	Yes	Private	Urban	102.77	35.8	smokes
1,164	Female	43	0	0	No	Private	Rural	101.75	26.7	smokes
48,781	Male	67	0	0	Yes	Private	Rural	113.34	26.3	formerly smoked
50,947	Male	48	0	0	Yes	Private	Urban	63.33	26.5	smokes
47,844	Female	38	0	0	Yes	Private	Urban	69.34	43.7	never smoked
45,209	Female	14	0	0	No	Private	Rural	118.81	24.7	Unknown
49,412	Male	63	0	0	Yes	Govt_job	Urban	66.13	46.2	never smoked
43,088	Male	37	0	0	No	Private	Urban	67.53	49.5	formerly smoked
16,355	Male	20	0	0	No	Private	Urban	96.58	43.3	never smoked
43,172	Female	60	0	0	Yes	Private	Urban	57.89	30.9	formerly smoked
43,155	Female	13	0	0	No	children	Rural	78.38	38.7	Unknown
11,882	Male	34	0	0	No	Private	Urban	94.15	28.6	never smoked
45,669	Male	22	0	0	No	Private	Urban	89.53	30.2	Unknown
65,339	Female	46	0	0	Yes	Private	Urban	127.75	30.5	never smoked
60,399	Male	53	0	0	Yes	Self-employed	Rural	76.79	33.9	Unknown
59,604	Female	28	0	0	Yes	Private	Rural	141.15	28.6	never smoked
22,488	Female	62	0	0	Yes	Govt_job	Urban	88.63	24.5	never smoked
33,187	Female	6	0	0	No	children	Urban	201.25	null	Unknown
44,192	Female	11	0	0	No	children	Urban	130.15	17.2	Unknown
16,114	Male	66	0	0	No	Private	Urban	108.03	27.2	never smoked
35,293	Female	80	0	0	Yes	Self-employed	Rural	104.07	19.3	formerly smoked
728	Male	8	0	0	No	children	Urban	88.83	18.5	Unknown
45,788	Male	53	0	1	Yes	Private	Rural	197.79	32	Unknown
52,150	Male	63	1	1	Yes	Private	Urban	150.45	44.5	formerly smoked
26,172	Male	31	0	0	Yes	Private	Rural	100.39	37	never smoked
67,814	Male	43	0	0	Yes	Govt_job	Rural	79.92	30.8	formerly smoked
12,618	Male	79	0	1	Yes	Self-employed	Urban	96.79	24.7	Unknown
28,952	Male	8	0	0	No	children	Rural	86.84	18.3	Unknown
39,123	Male	38	0	0	Yes	Private	Rural	61.27	44	Unknown
53,967	Female	80	0	0	Yes	Self-employed	Rural	72.61	27.6	never smoked
34,772	Female	49	0	0	Yes	Private	Rural	82.41	45.4	smokes
43,124	Female	50	0	0	Yes	Govt_job	Urban	74.72	28.5	never smoked
51,916	Male	13	0	0	No	children	Rural	57.37	17.6	Unknown
68,003	Male	46	1	0	Yes	Private	Rural	73.72	null	smokes
59,157	Male	73	1	0	Yes	Private	Urban	88.34	27.5	never smoked
54,383	Male	60	0	0	Yes	Private	Rural	101.34	32.8	never smoked
6,928	Male	44	0	0	Yes	Private	Rural	119.01	29.5	never smoked
321	Female	79	0	0	No	Self-employed	Rural	71.98	36.4	never smoked
21,857	Female	5	0	0	No	children	Urban	84.91	26.1	Unknown
33,526	Female	51	0	0	Yes	Self-employed	Rural	91.63	35.3	Unknown

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