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
54,756	Female	59	0	0	Yes	Private	Rural	57.47	30.1	formerly smoked
19,590	Male	48	0	0	Yes	Govt_job	Urban	78.24	32.9	never smoked
23,332	Female	42	0	0	Yes	Private	Rural	94.38	34	never smoked
16,971	Female	26	0	0	No	Private	Urban	100.31	38.6	never smoked
11,727	Male	39	0	0	Yes	Self-employed	Urban	74.29	29.3	smokes
60,255	Female	34	0	0	No	Private	Rural	103.43	43.6	smokes
38,796	Female	54	0	0	Yes	Private	Urban	99.83	22.7	formerly smoked
46,498	Female	57	0	0	Yes	Private	Urban	217.4	36.6	never smoked
41,042	Female	1.56	0	0	No	children	Urban	71.81	22.6	Unknown
35,069	Female	50	1	1	No	Govt_job	Urban	79.79	25.6	smokes
61,103	Female	64	1	0	Yes	Self-employed	Urban	190.92	31.4	never smoked
25,095	Male	44	0	0	Yes	Govt_job	Urban	94.76	26	formerly smoked
55,607	Male	38	0	0	Yes	Private	Urban	101.43	27	formerly smoked
63,029	Male	32	0	0	Yes	Private	Rural	115.86	33.3	never smoked
2,919	Male	17	0	0	No	Private	Rural	95.27	17.3	Unknown
60,003	Male	81	0	0	Yes	Govt_job	Rural	89.02	26.9	never smoked
46,256	Male	15	0	0	No	Private	Urban	77.55	24.8	Unknown
23,659	Female	5	0	0	No	children	Urban	75.86	20	Unknown
2,952	Male	70	1	1	Yes	Private	Rural	93.62	35.8	never smoked
49,229	Male	52	0	0	No	Govt_job	Rural	72.71	36.9	formerly smoked
2,457	Female	67	0	1	Yes	Self-employed	Rural	94.45	29.6	formerly smoked
23,508	Female	17	0	0	No	Never_worked	Rural	88.57	31.1	never smoked
28,364	Male	61	0	0	Yes	Private	Urban	84.12	25.1	formerly smoked
31,360	Female	31	0	0	No	Private	Urban	89.11	51.9	smokes
19,335	Male	58	0	0	Yes	Self-employed	Rural	99.83	36.3	smokes
40,390	Female	12	0	0	No	children	Rural	150.03	28.2	never smoked
63,936	Female	30	0	0	No	Private	Urban	69.67	35.8	formerly smoked
24,832	Female	65	0	0	Yes	Self-employed	Urban	77.46	30.9	formerly smoked
25,219	Female	23	0	0	No	Private	Urban	100.54	22.1	smokes
42,393	Male	14	0	0	No	children	Rural	142.38	17.6	never smoked
17,951	Male	27	0	0	No	Self-employed	Rural	110.87	29.5	smokes
17,443	Female	53	0	0	Yes	Private	Urban	73.6	27	never smoked
52,242	Female	58	1	0	Yes	Govt_job	Rural	59.52	33.2	never smoked
45,931	Male	9	0	0	No	children	Urban	142.68	24.4	Unknown
7,828	Male	59	1	0	Yes	Self-employed	Urban	182.9	34.4	smokes
21,547	Female	46	0	0	Yes	Govt_job	Urban	75.28	36.7	formerly smoked
42,305	Female	41	0	0	No	Private	Rural	100.75	27.2	never smoked
9,442	Male	55	0	0	Yes	Self-employed	Rural	163.82	27.5	never smoked
57,047	Female	43	0	0	Yes	Private	Urban	110.42	32.6	smokes
2,538	Female	5	0	0	No	children	Rural	105.18	null	Unknown
28,461	Male	15	0	0	No	Never_worked	Rural	79.59	28.4	Unknown
16,433	Female	36	0	0	Yes	Private	Rural	107.99	25.5	never smoked
50,681	Female	36	0	0	Yes	Private	Rural	90.22	28.7	formerly smoked
71,327	Female	47	0	0	No	Private	Rural	143.45	23.8	never smoked
46,699	Female	18	0	0	No	Private	Rural	78.57	34.4	Unknown
25,248	Male	19	0	0	No	Private	Rural	79.82	26.1	Unknown
35,315	Male	65	0	0	Yes	Self-employed	Urban	95.88	28.5	never smoked
63,144	Male	17	0	0	No	Govt_job	Urban	123.04	29.6	never smoked
21,517	Male	54	0	0	Yes	Private	Urban	92.34	29.4	smokes
29,789	Female	46	0	0	Yes	Private	Rural	116.84	28.2	never smoked
52,207	Female	59	0	0	Yes	Self-employed	Urban	90.04	28.7	formerly smoked
19,209	Female	48	0	0	Yes	Govt_job	Rural	255.17	38.1	formerly smoked
42,041	Female	38	0	0	Yes	Private	Rural	217.55	null	smokes
58,153	Female	18	0	0	No	Private	Urban	123.66	22.2	never smoked
27,717	Female	56	0	0	Yes	Self-employed	Urban	112.16	25.7	Unknown
35,106	Male	3	0	0	No	children	Urban	88.43	17.7	Unknown
47,730	Female	41	0	0	No	Private	Urban	86.03	26.4	never smoked
20,657	Female	67	0	0	Yes	Private	Urban	227.96	32.8	Unknown
63,411	Female	60	0	0	Yes	Private	Rural	85.6	34.5	Unknown
18,671	Female	47	0	0	Yes	Govt_job	Rural	111.68	39.5	never smoked
3,843	Female	24	0	0	No	Private	Urban	73.49	23.5	never smoked
1,225	Male	43	0	0	Yes	Private	Urban	87.82	38.8	formerly smoked
40,264	Female	17	0	0	No	Private	Rural	99.29	21.2	Unknown
72,451	Female	45	0	0	Yes	Private	Rural	63.73	32	Unknown
20,292	Female	24	0	0	Yes	Private	Urban	85.55	63.3	never smoked
31,201	Female	79	0	0	No	Self-employed	Urban	79.2	32.6	never smoked
59,359	Male	79	0	0	Yes	Self-employed	Urban	105.93	25.2	never smoked
57,985	Female	27	0	0	Yes	Private	Urban	94.19	27.4	formerly smoked
2,885	Male	72	1	0	Yes	Private	Rural	231.71	null	Unknown
59,743	Male	64	0	1	Yes	Self-employed	Rural	69.28	38.6	formerly smoked
11,544	Female	34	0	0	Yes	Private	Urban	71.37	32.9	never smoked
11,969	Female	50	0	0	Yes	Self-employed	Urban	110.18	26	formerly smoked
42,929	Female	58	0	0	Yes	Self-employed	Rural	59.68	29.2	formerly smoked
72,776	Male	26	0	0	Yes	Govt_job	Urban	94.24	29.2	formerly smoked
21,438	Female	50	0	0	Yes	Private	Rural	82.1	26.4	Unknown
51,084	Female	80	0	0	Yes	Private	Urban	62.62	23.1	formerly smoked
13,440	Male	2	0	0	No	children	Urban	107.83	21.2	Unknown
15,533	Male	46	0	0	No	Private	Urban	107.59	26.2	formerly smoked
50,903	Female	29	0	0	Yes	Private	Urban	116.98	23.4	never smoked
35,276	Female	6	0	0	No	children	Rural	84.1	19.8	Unknown
44,472	Male	32	0	0	Yes	Self-employed	Urban	160.64	20.4	smokes
23,587	Female	16	0	0	No	Never_worked	Urban	84.4	25.9	never smoked
66,794	Female	44	0	0	Yes	Govt_job	Rural	81.13	34.1	never smoked
35,854	Female	23	0	0	No	Private	Urban	88.19	18.3	never smoked
60,907	Male	48	0	0	Yes	Private	Rural	127.13	35	Unknown
12,449	Female	34	0	0	Yes	Private	Rural	119.61	26.4	Unknown
54,371	Male	78	0	0	Yes	Govt_job	Urban	143.47	27.6	formerly smoked
8,106	Female	42	0	0	Yes	Private	Rural	84.6	27	smokes
2,013	Male	14	0	0	No	Private	Rural	110.72	null	never smoked
61,785	Female	40	0	0	No	Private	Rural	158.93	31.3	smokes
2,707	Male	10	0	0	No	children	Rural	68.94	18	Unknown
49,120	Female	39	0	0	Yes	Govt_job	Rural	69.38	22.1	Unknown
30,752	Female	42	0	0	No	Self-employed	Urban	72	34.4	never smoked
64,972	Male	47	0	0	Yes	Private	Rural	57.76	33.2	smokes
49,537	Male	14	0	0	No	Private	Rural	108.65	23.1	never smoked
315	Male	45	0	0	Yes	Private	Rural	65.42	39.7	never smoked
62,814	Male	58	0	0	No	Private	Rural	78.93	40.7	formerly smoked
7,665	Female	73	0	0	Yes	Private	Rural	98.34	30.9	Unknown
28,108	Female	62	0	0	Yes	Private	Rural	82.57	27.5	Unknown
50,536	Female	62	0	1	Yes	Govt_job	Urban	124.37	28.3	never smoked

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