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
41,148	Male	71	0	1	Yes	Private	Urban	70.71	30.1	never smoked
14,924	Male	48	0	0	Yes	Private	Urban	72.36	34.7	smokes
47,950	Female	49	0	0	Yes	Self-employed	Urban	59.76	29.7	Unknown
8,008	Female	35	0	0	No	Govt_job	Urban	83.76	null	smokes
56,089	Female	25	0	0	Yes	Private	Rural	63.64	31.3	formerly smoked
9,262	Female	31	0	0	Yes	Private	Rural	76.26	35.6	never smoked
71,896	Female	68	0	0	Yes	Private	Rural	82.06	35.2	formerly smoked
38,623	Male	39	0	0	No	Private	Urban	110.91	27.6	never smoked
26,503	Female	32	0	0	No	Private	Rural	77.16	35.2	smokes
5,475	Female	39	0	0	Yes	Private	Rural	69.58	28.1	Unknown
15,525	Female	63	0	0	Yes	Private	Urban	96.26	31.8	Unknown
48,748	Female	69	0	0	Yes	Private	Rural	87.27	23.3	smokes
11,745	Female	29	0	0	Yes	Private	Urban	65.36	28.8	formerly smoked
17,733	Female	1.72	0	0	No	children	Rural	109.51	19.5	Unknown
71,591	Female	58	0	0	Yes	Private	Urban	89.03	30	smokes
11,743	Female	32	0	0	Yes	Private	Urban	91.34	25.5	formerly smoked
67,864	Male	63	0	0	Yes	Private	Rural	57.82	28.8	formerly smoked
34,857	Male	57	0	0	Yes	Self-employed	Urban	81.15	40.2	formerly smoked
34,995	Female	77	0	0	Yes	Private	Rural	115.29	32.9	Unknown
3,606	Male	8	0	0	No	children	Urban	111.02	22.4	Unknown
22,952	Female	21	0	0	No	Govt_job	Urban	111.61	36.9	smokes
32,554	Female	16	0	0	No	children	Rural	109.02	19.8	Unknown
45,893	Female	8	0	0	No	children	Urban	106.51	12.3	Unknown
72,020	Male	71	0	1	Yes	Self-employed	Rural	207.32	32.4	smokes
57,879	Female	74	0	0	Yes	Private	Urban	87.11	24.8	never smoked
53,538	Female	7	0	0	No	children	Urban	61.68	16.4	Unknown
17,006	Male	19	0	0	No	Private	Rural	119.04	35.9	Unknown
36,638	Male	64	0	0	Yes	Private	Urban	86.05	23	Unknown
41,097	Female	23	1	0	No	Private	Urban	70.03	78	smokes
36,618	Male	75	0	1	Yes	Self-employed	Urban	207.64	30.5	formerly smoked
37,290	Male	80	0	0	Yes	Self-employed	Rural	236.84	26.8	never smoked
54,620	Male	40	0	0	Yes	Private	Urban	78.11	35.3	never smoked
42,108	Female	24	0	0	No	Govt_job	Rural	100.97	27.9	never smoked
19,681	Female	74	0	0	Yes	Self-employed	Urban	99.21	22.1	never smoked
6,988	Female	52	0	0	Yes	Self-employed	Urban	113.21	38.3	never smoked
25,287	Male	54	0	0	Yes	Private	Urban	92.95	41	never smoked
224	Female	23	0	0	No	Private	Urban	110.16	null	never smoked
56,679	Male	19	0	0	No	Private	Rural	142.57	22.8	Unknown
27,146	Female	23	0	0	No	Private	Rural	92.87	30.1	never smoked
16,556	Male	13	0	0	No	Never_worked	Rural	111.48	20.8	Unknown
5,934	Female	51	0	0	Yes	Private	Urban	123	31.7	never smoked
58,999	Male	60	0	0	Yes	Govt_job	Urban	100.54	30.1	never smoked
28,261	Male	79	0	1	Yes	Self-employed	Urban	106.68	30.8	never smoked
35,222	Female	75	0	0	Yes	Private	Urban	86.4	42.6	never smoked
44,105	Female	69	1	0	Yes	Self-employed	Urban	61.81	37.1	Unknown
65,256	Female	57	0	0	Yes	Self-employed	Rural	128.28	34.2	never smoked
62,709	Female	47	0	0	Yes	Private	Rural	204.63	43.4	never smoked
36,698	Female	33	0	0	Yes	Private	Urban	89.98	18.7	smokes
7,273	Female	51	0	0	Yes	Self-employed	Urban	232.89	34	smokes
20,044	Female	47	0	0	Yes	Private	Rural	98.58	23.2	never smoked
54,769	Male	15	0	0	No	Private	Urban	57.94	41.7	Unknown
57,372	Male	1	0	0	No	children	Rural	123.21	15.1	Unknown
30,605	Female	20	0	0	No	Private	Urban	76.34	20.6	smokes
13,622	Male	6	0	0	No	children	Rural	92.98	18.9	Unknown
12,686	Male	50	0	0	No	Govt_job	Rural	92.81	26.6	never smoked
39,250	Male	31	0	0	Yes	Private	Urban	85.16	30.1	smokes
2,879	Female	15	0	0	No	Self-employed	Urban	90.1	32.1	never smoked
59,684	Female	3	0	0	No	children	Urban	65.15	15.1	Unknown
48,830	Male	30	0	0	Yes	Private	Urban	104.62	33.5	smokes
56,986	Male	17	0	0	No	Never_worked	Urban	113.25	23.4	never smoked
47,924	Male	24	0	0	No	Private	Urban	59.28	43.2	never smoked
16,402	Female	5	0	0	No	children	Urban	93.07	19.1	Unknown
40,889	Male	33	0	0	No	Private	Rural	77.42	26.1	Unknown
4,083	Female	30	0	0	No	Private	Rural	73.69	17.3	never smoked
59,336	Male	66	1	0	Yes	Private	Rural	74.9	32.1	never smoked
5,684	Male	40	0	0	No	Private	Urban	88.27	null	formerly smoked
48,843	Female	27	0	0	No	Private	Urban	58.39	30.4	never smoked
5,694	Male	21	0	0	No	Private	Rural	102.05	29.9	never smoked
3,673	Female	55	0	0	Yes	Private	Rural	112.47	32.8	smokes
44,481	Female	19	0	0	No	Private	Rural	72.84	22.7	never smoked
10,538	Male	75	1	1	Yes	Self-employed	Urban	195.03	28.7	formerly smoked
9,648	Female	71	0	1	Yes	Private	Urban	170.95	35.2	never smoked
19,101	Female	16	0	0	No	Private	Urban	87.98	22.4	never smoked
31,867	Female	49	0	0	No	Private	Rural	65.81	32.3	Unknown
11,973	Female	10	0	0	No	children	Urban	124.6	18.6	Unknown
23,633	Female	37	0	0	Yes	Private	Rural	83.65	42.1	smokes
52,549	Male	59	0	0	Yes	Govt_job	Rural	88.81	38	formerly smoked
59,178	Female	7	0	0	No	children	Urban	86.75	22.3	Unknown
37,349	Female	61	0	0	Yes	Private	Rural	123.36	33.4	never smoked
44,281	Male	34	0	0	No	Private	Rural	89.68	23.2	smokes
55,599	Female	9	0	0	No	children	Rural	69.87	18	Unknown
45,224	Female	46	0	0	Yes	Private	Rural	109.22	20.1	never smoked
54,747	Male	0.88	0	0	No	children	Rural	157.57	19.2	Unknown
2,751	Male	50	0	0	Yes	Govt_job	Urban	110.73	28.7	smokes
6,090	Male	19	0	0	Yes	Private	Urban	99.14	28.1	never smoked
46,385	Female	21	0	0	Yes	Private	Urban	59.15	22.6	never smoked
46,323	Female	2	0	0	No	children	Rural	165.11	18	Unknown
28,122	Female	37	0	0	Yes	Self-employed	Rural	77.44	21.4	formerly smoked
50,843	Male	20	0	0	No	Private	Rural	100.33	27.8	Unknown
64,464	Male	50	0	0	Yes	Private	Urban	57.93	27.6	Unknown
66,922	Male	61	1	1	No	Private	Rural	148.24	32.2	formerly smoked
66,494	Male	48	0	0	Yes	Private	Urban	91.96	24.9	Unknown
42,786	Male	82	0	1	Yes	Self-employed	Rural	72.93	27.1	formerly smoked
33,401	Male	64	0	0	Yes	Private	Rural	84.27	24.6	Unknown
24,174	Female	50	0	0	Yes	Govt_job	Rural	124.45	24.6	never smoked
60,211	Male	1.4	0	0	No	children	Urban	90.51	18.9	Unknown
53,279	Male	0.24	0	0	No	children	Rural	118.87	16.3	Unknown
61,715	Male	55	0	0	Yes	Private	Rural	56.42	31.8	never smoked
37,830	Female	29	0	0	No	Private	Urban	73.67	21	Unknown
2,454	Male	4	0	0	No	children	Rural	89.11	20.1	Unknown

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