Datasets:

Nnaodeh
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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
34,084	Male	7	0	0	No	children	Urban	77.12	18.6	Unknown
20,258	Male	25	0	0	No	Private	Urban	87.17	25.1	never smoked
65,333	Female	31	0	0	Yes	Private	Rural	96.03	24.1	Unknown
56,629	Female	14	0	0	No	Private	Rural	83.56	33.1	Unknown
22,417	Female	5	0	0	No	children	Rural	80.93	24.8	Unknown
49,925	Female	60	0	0	Yes	Private	Rural	84.54	23.4	smokes
72,696	Female	53	0	0	Yes	Private	Urban	70.51	54.1	never smoked
39,708	Male	55	0	0	Yes	Private	Rural	56.87	28.9	formerly smoked
60,426	Female	69	0	0	Yes	Self-employed	Urban	67.55	38.1	Unknown
70,540	Female	39	0	0	Yes	Private	Urban	243.52	37.2	smokes
37,622	Female	0.32	0	0	No	children	Urban	108.63	19.6	Unknown
44,813	Female	34	0	0	No	Private	Rural	69.06	29	smokes
47,153	Female	80	0	0	Yes	Private	Urban	73.89	26.7	formerly smoked
8,175	Male	20	0	0	No	Private	Urban	84.49	20.5	never smoked
61,528	Female	45	0	0	Yes	Govt_job	Urban	73.71	34.1	never smoked
38,771	Female	41	0	0	No	Govt_job	Urban	129.01	42.4	Unknown
31,189	Male	54	0	0	Yes	Govt_job	Urban	72.96	37.7	smokes
27,804	Male	23	0	0	No	Private	Rural	110.23	39.1	Unknown
41,842	Male	75	0	0	Yes	Govt_job	Rural	79.49	28.9	Unknown
11,962	Male	36	0	0	Yes	Private	Urban	89.33	30.7	never smoked
45,404	Female	75	0	0	Yes	Private	Rural	68.38	33.8	Unknown
4,062	Male	72	0	1	Yes	Private	Rural	238.27	null	smokes
63,650	Female	47	0	0	Yes	Govt_job	Urban	135.79	32.1	formerly smoked
72,186	Female	15	0	0	No	Private	Rural	82.19	40.5	never smoked
40,240	Male	40	1	0	Yes	Self-employed	Urban	93.2	24.8	smokes
25,931	Female	71	0	0	Yes	Self-employed	Urban	208.31	31.8	formerly smoked
21,292	Male	38	0	0	Yes	Private	Rural	111.33	27	never smoked
25,391	Female	10	0	0	No	children	Rural	69.84	13.7	Unknown
65,469	Male	11	0	0	No	children	Rural	121.71	23.4	never smoked
29,487	Male	0.72	0	0	No	children	Urban	80.08	16.4	Unknown
63,575	Male	9	0	0	No	children	Urban	84.4	14.9	Unknown
30,457	Female	53	1	0	Yes	Govt_job	Rural	98.61	38.8	smokes
5,951	Male	28	1	0	No	Private	Urban	86.61	38.6	smokes
8,690	Female	81	0	0	Yes	Private	Urban	80.44	32.2	never smoked
32,147	Male	1.32	0	0	No	children	Rural	107.02	null	Unknown
47,691	Male	16	0	0	No	Private	Rural	97.23	30.6	never smoked
25,982	Male	24	0	0	No	Private	Rural	91.21	28.1	formerly smoked
70,058	Female	62	1	0	Yes	Self-employed	Urban	103.69	35.2	smokes
61,868	Female	62	0	0	Yes	Private	Urban	74.12	21.8	formerly smoked
46,086	Female	59	0	0	Yes	Private	Urban	71.08	28.1	never smoked
68,596	Female	19	0	0	No	Private	Urban	58.39	28.2	never smoked
10,281	Female	51	1	0	Yes	Self-employed	Rural	176.34	28.4	never smoked
31,409	Male	38	0	0	Yes	Private	Rural	73.76	37.4	never smoked
54,067	Female	26	0	0	No	Private	Rural	67.21	21.8	formerly smoked
9,731	Male	13	0	0	No	children	Urban	87.98	19.8	Unknown
24,009	Male	4	0	0	No	children	Urban	94.23	16.2	Unknown
61,694	Male	55	0	0	Yes	Self-employed	Rural	111.36	33.6	never smoked
7,453	Female	44	0	0	Yes	Private	Urban	84.07	21.2	smokes
66,405	Female	31	0	0	Yes	Private	Urban	117.31	28.4	never smoked
2,138	Male	58	0	0	Yes	Govt_job	Urban	84.94	null	never smoked
66,650	Female	17	0	0	No	Private	Urban	68.86	41.1	never smoked
59,945	Female	23	0	0	No	Private	Urban	132.88	24.9	never smoked
16,245	Male	51	1	0	Yes	Self-employed	Rural	211.83	56.6	never smoked
68,094	Female	46	0	0	Yes	Private	Rural	124.92	28.8	Unknown
64,661	Female	81	0	0	No	Self-employed	Urban	57.42	33.7	never smoked
61,376	Male	38	0	0	Yes	Private	Urban	215.69	38.6	formerly smoked
47,236	Female	50	0	0	Yes	Private	Urban	154.67	33.8	never smoked
875	Female	34	0	0	No	Private	Urban	67.66	22.4	never smoked
63,986	Male	60	0	0	Yes	Private	Rural	153.48	37.3	never smoked
55,410	Female	50	0	0	Yes	Self-employed	Urban	62.63	23.4	never smoked
63,287	Female	49	0	0	Yes	Private	Urban	77.93	39.1	smokes
3,720	Female	2	0	0	No	children	Rural	80.3	21.2	Unknown
20,274	Male	47	0	0	Yes	Private	Urban	106.69	31.2	Unknown
50,338	Female	34	0	0	Yes	Private	Urban	83.07	28	formerly smoked
58,209	Female	22	0	0	No	Private	Urban	140.14	21.1	never smoked
20,634	Female	11	0	0	No	children	Urban	92.65	15.7	never smoked
3,251	Male	54	0	0	Yes	Private	Urban	111.37	29.1	formerly smoked
12,677	Female	60	0	0	Yes	Private	Rural	99	26.1	never smoked
45,160	Male	3	0	0	No	children	Rural	78.24	16.2	Unknown
67,940	Female	46	0	0	Yes	Govt_job	Rural	83.88	27.1	never smoked
8,145	Male	30	0	0	No	Private	Urban	86.21	28.8	smokes
39,393	Female	63	0	0	Yes	Private	Urban	57.06	37.9	never smoked
57,710	Female	50	0	0	Yes	Private	Rural	112.25	21.6	Unknown
12,487	Male	65	0	0	Yes	Private	Urban	81.06	30.1	smokes
16,513	Male	78	0	0	Yes	Private	Urban	104.37	29.7	never smoked
42,297	Female	36	0	0	Yes	Private	Urban	124.31	26.4	Unknown
63,656	Female	18	0	0	No	Private	Urban	101.95	46	formerly smoked
56,233	Female	44	0	0	No	Private	Rural	116.95	26.1	never smoked
22,591	Female	4	0	0	No	children	Urban	99.76	23.2	Unknown
23,757	Female	60	0	0	No	Private	Urban	105.48	28.4	Unknown
19,601	Female	19	0	0	No	Private	Urban	100.6	20.5	never smoked
61,801	Male	15	0	0	No	Private	Urban	65.05	24.6	Unknown
949	Male	20	0	0	No	Private	Rural	75.9	32.2	never smoked
10,995	Male	76	1	0	Yes	Private	Rural	267.6	30.5	never smoked
1,503	Male	31	0	0	No	Private	Urban	215.07	null	smokes
37,431	Female	39	0	0	Yes	Govt_job	Urban	109.03	24.9	Unknown
53,697	Male	58	0	1	Yes	Private	Rural	225.35	26.5	smokes
67,012	Male	64	1	0	Yes	Private	Rural	196.26	34.5	Unknown
30,525	Female	79	0	0	Yes	Govt_job	Urban	95.42	21.5	formerly smoked
25,860	Female	11	0	0	No	children	Rural	123.04	15.9	Unknown
21,743	Male	4	0	0	No	children	Urban	85.88	17.7	Unknown
25,833	Female	43	0	0	Yes	Private	Rural	107.43	26.5	never smoked
64,652	Female	44	0	0	Yes	Private	Rural	56.85	24.4	never smoked
45,710	Female	37	0	0	Yes	Govt_job	Rural	102.15	26.6	Unknown
27,853	Female	34	0	0	Yes	Self-employed	Rural	88.68	23.9	never smoked
5,964	Female	59	0	0	Yes	Private	Urban	182.52	30.1	Unknown
6,976	Female	40	0	0	Yes	Private	Urban	93.97	23.6	never smoked
11,145	Female	8	0	0	No	children	Urban	104.03	18.4	Unknown
39,229	Female	24	0	0	Yes	Private	Rural	67.99	32.1	never smoked
14,189	Male	18	0	0	No	Private	Rural	83.37	24.4	Unknown