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
61,437	Male	15	0	0	No	Govt_job	Rural	142.82	27.6	never smoked
50,428	Male	2	0	0	No	children	Rural	75.69	17.7	Unknown
8,816	Male	60	0	0	Yes	Private	Urban	74.08	35.9	Unknown
49,556	Female	37	0	0	Yes	Govt_job	Urban	75.98	33.8	Unknown
67,654	Female	5	0	0	No	children	Rural	57.8	17.6	Unknown
21,989	Female	25	0	0	No	Private	Urban	76.44	48.3	Unknown
46,434	Male	52	1	0	Yes	Govt_job	Urban	214.43	39.9	smokes
3,205	Female	79	0	0	Yes	Self-employed	Urban	79.03	11.3	Unknown
68,692	Male	61	1	0	Yes	Private	Urban	66.46	31.5	formerly smoked
44,531	Male	36	0	0	Yes	Private	Urban	56.42	29.6	never smoked
70,392	Male	34	0	0	Yes	Private	Rural	112.72	19.4	Unknown
37,025	Female	2	0	0	No	children	Urban	114.02	18.1	Unknown
68,965	Male	43	0	0	Yes	Private	Urban	72.33	36.2	smokes
53,843	Female	1.48	0	0	No	children	Rural	55.59	17.9	Unknown
5,236	Female	49	0	0	Yes	Private	Rural	73.48	33	never smoked
32,110	Female	2	0	0	No	children	Urban	105.05	20.4	Unknown
17,893	Female	82	0	0	Yes	Self-employed	Urban	84.78	33.6	formerly smoked
65,794	Female	81	1	0	Yes	Private	Rural	164.77	34.5	never smoked
65,955	Male	81	1	1	No	Private	Rural	220.64	30	never smoked
53,924	Female	1.08	0	0	No	children	Urban	159.39	12.8	Unknown
70,674	Male	60	0	0	Yes	Self-employed	Urban	69.53	26.2	never smoked
56,410	Male	1.88	0	0	No	children	Urban	81.42	13.5	Unknown
9,955	Female	58	0	0	No	Private	Urban	83.93	25.6	formerly smoked
8,410	Female	8	0	0	No	children	Rural	98.9	18.8	Unknown
46,854	Female	9	0	0	No	children	Urban	82.64	14.5	Unknown
8,168	Female	34	0	0	Yes	Private	Rural	112.54	23.4	formerly smoked
30,405	Female	23	0	0	No	Private	Rural	75.25	39.7	formerly smoked
1,301	Female	74	0	0	No	Self-employed	Urban	204.77	40.8	never smoked
42,348	Male	72	0	1	Yes	Self-employed	Urban	63.86	29.5	smokes
38,560	Male	47	0	0	Yes	Private	Rural	72.2	33	Unknown
48,129	Female	56	0	0	Yes	Private	Urban	80.08	25.6	never smoked
10,511	Male	5	0	0	No	children	Urban	101.61	33.1	Unknown
42,481	Male	27	0	0	Yes	Private	Urban	114.32	28.1	Unknown
59,872	Female	38	0	0	Yes	Private	Rural	80.82	49.3	never smoked
56,282	Male	13	0	0	No	Private	Rural	90.6	16.9	never smoked
6,540	Female	41	0	0	Yes	Private	Rural	93.67	35.9	Unknown
31,378	Female	50	0	0	Yes	Self-employed	Rural	87.15	32.1	never smoked
32,317	Female	41	0	0	Yes	Private	Urban	80.72	34.1	smokes
9,948	Male	6	0	0	No	children	Urban	83.16	15.1	Unknown
35,182	Female	62	0	0	Yes	Govt_job	Rural	98.14	42	Unknown
5,655	Male	4	0	0	No	children	Urban	83.13	16.8	Unknown
51,762	Female	59	0	0	Yes	Private	Rural	134.24	28.8	Unknown
68,193	Male	63	0	0	Yes	Self-employed	Urban	248.37	32.2	smokes
49,459	Male	9	0	0	No	children	Rural	61.75	16.2	Unknown
54,776	Male	41	0	0	No	Private	Urban	70.55	44.2	Unknown
45,701	Female	72	0	1	No	Self-employed	Rural	124.38	23.4	formerly smoked
7,953	Female	45	0	0	Yes	Private	Rural	92.21	31	never smoked
65,508	Male	80	0	0	Yes	Govt_job	Urban	148.72	28.7	never smoked
68,539	Female	19	0	0	No	Private	Urban	79.25	23.6	Unknown
12,022	Male	37	0	0	Yes	Govt_job	Urban	82.09	35.7	smokes
3,348	Female	58	1	0	Yes	Private	Urban	194.53	39.5	never smoked
58,466	Male	77	0	0	Yes	Private	Rural	98.84	27.3	Unknown
50,434	Male	38	0	0	Yes	Govt_job	Rural	135.74	31.3	formerly smoked
49,974	Male	49	0	0	Yes	Private	Rural	66.55	33.4	Unknown
54,574	Female	20	0	0	No	Private	Urban	115.69	29.2	never smoked
39,342	Male	23	0	0	No	Private	Rural	67.76	26	never smoked
2,972	Male	55	0	0	No	Govt_job	Rural	88.65	18.1	formerly smoked
32,717	Male	16	0	0	No	children	Rural	106.11	22.4	Unknown
14,063	Male	81	0	1	No	Self-employed	Rural	95.49	29.4	Unknown
71,724	Female	23	0	0	No	Private	Urban	59.07	21.6	never smoked
4,753	Male	82	0	1	Yes	Self-employed	Urban	228.92	27.9	formerly smoked
62,076	Male	48	0	0	Yes	Private	Rural	62.89	29.6	Unknown
6,665	Male	56	0	0	Yes	Private	Rural	96.84	30.2	Unknown
51,385	Male	61	0	0	Yes	Private	Rural	81.25	43.4	smokes
66,973	Male	43	0	0	Yes	Private	Urban	92.71	30.5	formerly smoked
59,671	Female	39	0	0	No	Private	Rural	85.59	33.2	Unknown
3,946	Female	22	0	0	Yes	Private	Urban	89.06	27.7	never smoked
17,623	Male	41	0	0	No	Self-employed	Urban	87.44	33.5	Unknown
50,644	Male	37	0	0	Yes	Private	Urban	64.07	28	Unknown
54,294	Female	65	0	0	Yes	Govt_job	Urban	79.39	31.5	formerly smoked
46,767	Female	8	0	0	No	children	Rural	67.84	24	Unknown
12,911	Female	51	0	0	Yes	Private	Rural	81.73	27.4	never smoked
16,109	Male	63	0	0	Yes	Private	Urban	105.52	37.9	formerly smoked
47,499	Female	48	0	0	Yes	Govt_job	Rural	77.55	26.2	Unknown
8,790	Female	17	0	0	No	Private	Urban	127.42	22.4	Unknown
11,259	Female	53	0	0	Yes	Private	Urban	227.68	null	never smoked
12,003	Female	75	0	0	Yes	Private	Rural	226.73	43.7	never smoked
71,099	Female	51	0	0	Yes	Self-employed	Urban	89.74	28.4	never smoked
62,090	Male	51	0	0	No	Self-employed	Rural	219.17	29.8	never smoked
10,138	Female	41	0	0	Yes	Private	Urban	74.85	24.8	formerly smoked
71,424	Female	75	1	0	Yes	Self-employed	Urban	55.96	34.8	never smoked
44,759	Male	57	0	0	Yes	Private	Urban	215.92	27.4	smokes
21,953	Female	33	0	0	No	Private	Urban	84.4	null	smokes
52,234	Female	72	0	0	Yes	Govt_job	Urban	104.05	33.5	never smoked
46,461	Female	52	0	0	Yes	Private	Urban	62.54	35	smokes
6,973	Male	11	0	0	No	children	Rural	87.54	24.4	Unknown
5,068	Female	28	0	0	No	Private	Urban	76.81	28.3	smokes
65,277	Female	78	1	0	No	Self-employed	Rural	198.12	29.1	never smoked
52,679	Female	82	0	0	Yes	Self-employed	Rural	78	31.3	formerly smoked
36,728	Male	74	0	0	Yes	Private	Urban	79.44	32.8	never smoked
46,797	Female	31	0	0	Yes	Private	Rural	75.82	29.1	never smoked
63,898	Female	53	1	0	Yes	Private	Urban	240.86	31.9	never smoked
11,371	Male	0.24	0	0	No	children	Urban	89.28	14.2	Unknown
13,155	Female	67	1	0	Yes	Govt_job	Rural	263.56	26.3	never smoked
27,125	Female	17	0	0	No	Private	Urban	81.13	22.8	never smoked
15,383	Female	29	0	0	Yes	Private	Urban	118.44	24.8	never smoked
19,828	Female	56	1	0	Yes	Private	Rural	97.37	34.1	smokes
6,289	Female	15	0	0	No	children	Urban	80.51	21.5	Unknown
44,243	Female	29	0	0	No	Private	Rural	78.88	26.1	never smoked
40,167	Female	79	1	1	Yes	Govt_job	Rural	83.61	21.4	smokes

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