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
68,059	Male	35	0	0	Yes	Govt_job	Rural	103.08	41.5	smokes
14,996	Male	66	0	0	Yes	Self-employed	Rural	85.98	28	Unknown
841	Male	34	0	0	Yes	Private	Urban	83.75	37	never smoked
22,880	Female	19	0	0	No	Private	Urban	125.43	32.2	Unknown
1,552	Male	73	0	0	Yes	Private	Urban	101.58	35.9	never smoked
68,853	Female	70	0	0	Yes	Private	Rural	149.8	47.6	Unknown
49,190	Female	45	0	0	Yes	Private	Rural	112.55	32.1	never smoked
49,277	Female	34	0	0	No	Private	Urban	70.87	55.7	formerly smoked
711	Male	81	0	0	Yes	Private	Rural	92.96	22.2	never smoked
1,953	Female	0.72	0	0	No	children	Rural	112.19	20.1	Unknown
34,900	Male	13	0	0	No	Never_worked	Urban	85.08	14.6	Unknown
13,237	Male	57	0	1	Yes	Self-employed	Urban	112.37	28.4	never smoked
61,684	Female	38	0	0	Yes	Private	Urban	151.26	20.6	never smoked
28,382	Male	21	0	0	No	Private	Urban	73.81	19.8	Unknown
13,768	Female	38	0	0	Yes	Private	Urban	77.2	23.4	Unknown
32,726	Female	41	0	0	No	Private	Urban	76.08	25.1	never smoked
65,729	Female	26	0	0	Yes	Private	Rural	123.98	30.1	never smoked
6,422	Female	48	0	0	Yes	Self-employed	Urban	108.51	33.3	Unknown
11,382	Male	18	0	0	No	Private	Rural	98.07	24	never smoked
31,703	Male	66	0	0	Yes	Self-employed	Urban	85.82	27.8	never smoked
33,439	Female	27	0	0	No	Private	Rural	86.21	21.4	Unknown
5,647	Female	18	0	0	No	Private	Urban	99.01	25.5	formerly smoked
1,847	Female	20	0	0	No	Govt_job	Rural	79.53	null	never smoked
12,900	Male	11	0	0	No	children	Rural	80.08	21.8	never smoked
28,367	Female	7	0	0	No	children	Rural	69.47	18.9	Unknown
71,551	Female	54	0	0	No	Private	Urban	85.07	21.9	Unknown
13,846	Male	43	0	0	Yes	Govt_job	Rural	88	30.6	never smoked
61,667	Female	61	0	0	Yes	Private	Rural	144.14	29.8	never smoked
46,079	Male	31	0	0	No	Private	Urban	78.8	28.7	smokes
7,871	Female	40	0	0	Yes	Private	Urban	86.78	35.5	smokes
60,964	Female	71	1	0	Yes	Govt_job	Rural	105.72	29.1	formerly smoked
72,562	Female	57	0	0	Yes	Private	Rural	64.37	32.8	never smoked
63,773	Female	13	0	0	No	children	Rural	146.1	22.8	never smoked
53,998	Female	21	0	0	No	Private	Urban	58.66	31.3	never smoked
16,617	Female	63	1	0	Yes	Govt_job	Urban	192.5	29	never smoked
54,117	Male	7	0	0	No	children	Rural	103.5	19	Unknown
5,987	Female	78	0	0	Yes	Private	Urban	89.42	24.1	never smoked
72,215	Female	66	0	0	Yes	Self-employed	Rural	212.92	21.4	never smoked
39,796	Male	41	0	0	No	Self-employed	Rural	60.73	28	never smoked
12,345	Male	11	0	0	No	children	Urban	73.18	27.6	never smoked
65,636	Male	55	0	0	Yes	Private	Urban	82.26	28.7	Unknown
47,356	Female	42	0	0	Yes	Private	Urban	87.4	24.5	formerly smoked
27,859	Male	51	0	0	Yes	Private	Rural	86.95	25	formerly smoked
41,715	Female	79	1	0	Yes	Self-employed	Rural	74	29.6	never smoked
38,617	Male	28	0	0	Yes	Self-employed	Urban	73.98	29.9	never smoked
32,638	Female	73	1	0	Yes	Self-employed	Rural	124.78	35.6	never smoked
47,799	Female	42	0	0	Yes	Private	Urban	191.94	27.9	never smoked
41,942	Female	37	0	0	Yes	Private	Urban	247.87	42.6	never smoked
69,010	Male	78	0	0	Yes	Private	Rural	83.2	21.2	formerly smoked
47,144	Female	74	0	0	Yes	Self-employed	Urban	88.62	28.5	formerly smoked
65,103	Female	59	0	0	Yes	Private	Urban	81.51	25.6	formerly smoked
6,472	Female	78	0	0	Yes	Govt_job	Urban	101.76	null	smokes
27,596	Female	82	1	0	Yes	Private	Urban	115.71	31.1	formerly smoked
59,522	Male	71	1	0	Yes	Private	Rural	229.73	30.4	never smoked
51,512	Female	19	0	0	No	Private	Rural	57.4	22.9	Unknown
53,821	Male	18	0	0	No	Private	Rural	100.47	31.9	never smoked
51,532	Female	53	0	0	Yes	Govt_job	Rural	81.36	48.8	never smoked
50,070	Female	62	1	0	Yes	Self-employed	Rural	261.67	43	formerly smoked
41,654	Male	3	0	0	No	children	Rural	110.2	21.8	Unknown
5,714	Female	49	1	0	Yes	Govt_job	Rural	98.9	35.5	never smoked
2,304	Male	51	0	0	Yes	Govt_job	Rural	95.19	24.3	smokes
8,543	Female	53	0	0	Yes	Private	Rural	105.28	23.1	never smoked
45,279	Female	10	0	0	No	children	Rural	83.03	18.5	Unknown
57,870	Male	54	0	0	Yes	Private	Rural	89.41	42.4	smokes
56,961	Female	40	0	0	No	Govt_job	Rural	70.56	32.3	never smoked
8,623	Female	3	0	0	No	children	Urban	78.79	22.6	Unknown
21,346	Female	12	0	0	No	children	Rural	70.13	17.8	Unknown
36,922	Male	56	0	0	Yes	Private	Rural	62.68	18.4	never smoked
19,814	Female	43	0	0	No	Private	Urban	71.77	26.9	never smoked
22,151	Female	28	0	0	No	Govt_job	Rural	77.99	32	smokes
47,802	Male	28	0	0	No	Private	Urban	256.74	23.4	formerly smoked
25,404	Male	56	0	0	Yes	Private	Rural	93.72	31.4	never smoked
43,487	Female	14	0	0	No	children	Urban	63.74	22.4	Unknown
58,313	Female	63	0	0	Yes	Self-employed	Urban	60.67	28.9	formerly smoked
16,629	Female	29	0	0	Yes	Private	Urban	112.08	27.4	never smoked
60,675	Female	48	1	0	Yes	Govt_job	Rural	221.08	57.2	never smoked
1,119	Male	47	0	1	Yes	Govt_job	Urban	101.81	28.4	smokes
64,864	Male	63	1	0	Yes	Private	Rural	60.17	23.5	smokes
55,244	Male	40	0	0	Yes	Self-employed	Rural	65.29	28.3	never smoked
23,568	Female	40	0	0	Yes	Private	Urban	153.24	38.2	Unknown
56,979	Male	55	0	0	Yes	Private	Rural	61.42	33.3	smokes
66,006	Female	43	0	0	Yes	Private	Urban	86.67	33.3	never smoked
40,447	Female	59	0	0	Yes	Private	Rural	82.42	28.8	never smoked
62,798	Female	78	1	0	Yes	Private	Rural	100.54	32.1	smokes
38,397	Female	27	0	0	No	Private	Urban	111.48	28.9	never smoked
66,945	Female	49	0	0	Yes	Private	Urban	85.33	25.5	never smoked
44,992	Male	14	0	0	No	Private	Urban	126.57	25.9	formerly smoked
50,009	Female	17	0	0	No	Private	Urban	81.51	19.5	formerly smoked
5,170	Male	42	0	0	Yes	Govt_job	Rural	67.97	23.8	Unknown
16,263	Female	36	0	0	Yes	Self-employed	Urban	77.92	24.9	Unknown
16,024	Male	19	0	0	No	Private	Urban	80.54	18.5	smokes
47,057	Male	55	0	0	Yes	Self-employed	Urban	76.47	30.6	Unknown
34,045	Female	8	0	0	No	children	Urban	87.15	16.1	Unknown
59,691	Female	56	0	0	Yes	Govt_job	Urban	86.07	32.5	Unknown
49,261	Male	54	0	0	No	Private	Rural	106.52	27.4	formerly smoked
30,734	Male	15	0	0	No	children	Rural	94.24	30.2	Unknown
72,184	Female	43	0	0	Yes	Self-employed	Urban	89.73	23.5	formerly smoked
37,440	Male	52	0	0	Yes	Govt_job	Urban	208.39	36	formerly smoked
54,400	Female	62	0	0	Yes	Self-employed	Rural	128.61	24.8	never smoked
56,547	Male	54	0	0	Yes	Private	Rural	57.56	27.5	never smoked

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