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
40,544	Male	0.4	0	0	No	children	Urban	109.56	14.3	Unknown
49,152	Female	40	0	0	No	Private	Rural	70.45	23.3	smokes
1,231	Female	62	0	0	Yes	Govt_job	Rural	73.44	23.4	Unknown
43,672	Female	45	0	0	Yes	Private	Urban	146.44	22.8	formerly smoked
25,107	Female	47	0	0	Yes	Private	Urban	65.04	30.9	never smoked
39,286	Female	35	0	0	Yes	Self-employed	Rural	151.25	28.4	Unknown
32,766	Male	51	0	0	No	Private	Rural	106.41	41.9	smokes
15,988	Male	60	1	0	Yes	Private	Urban	197.09	34.3	Unknown
9,011	Male	59	0	0	Yes	Private	Urban	93.58	25.1	smokes
38,043	Female	1.24	0	0	No	children	Rural	122.04	10.3	Unknown
71,721	Female	18	0	0	No	Private	Rural	80.06	31.8	Unknown
14,832	Female	81	0	1	Yes	Private	Urban	84.93	31.8	Unknown
38,094	Male	15	0	0	No	Self-employed	Urban	68.4	23	never smoked
49,789	Female	73	0	0	No	Govt_job	Urban	62.99	25.4	formerly smoked
47,350	Female	0.08	0	0	No	children	Urban	139.67	14.1	Unknown
33,525	Male	53	0	0	Yes	Govt_job	Urban	113.4	35.1	smokes
12,318	Male	45	0	0	Yes	Self-employed	Urban	101.92	26.9	Unknown
54,553	Male	70	1	0	Yes	Private	Urban	65.98	33	formerly smoked
45,976	Male	56	0	0	Yes	Private	Urban	84.3	22.1	Unknown
43,675	Female	7	0	0	No	children	Urban	61.42	20.8	Unknown
12,915	Female	66	0	0	Yes	Govt_job	Rural	85.52	30	never smoked
4,542	Female	53	0	0	Yes	Govt_job	Urban	83.79	44	Unknown
65,801	Female	20	0	0	No	Private	Urban	73.83	16.6	Unknown
59,953	Female	15	0	0	No	Private	Rural	69.38	28.4	never smoked
60,973	Male	51	0	0	Yes	Private	Urban	66.11	26.3	never smoked
68,739	Male	34	0	0	Yes	Private	Urban	149.62	39.4	formerly smoked
35,829	Female	33	0	0	Yes	Private	Urban	242.84	15.7	smokes
53,909	Female	53	1	0	Yes	Private	Urban	202.66	34.1	smokes
5,799	Male	69	0	1	Yes	Private	Rural	216.9	29.8	formerly smoked
43,772	Female	28	0	0	No	Private	Urban	103.78	23.6	Unknown
3,154	Female	81	0	0	Yes	Self-employed	Rural	114.88	18.3	formerly smoked
45,754	Female	20	0	0	No	Private	Urban	75.94	28.3	never smoked
57,485	Female	1.48	0	0	No	children	Rural	55.51	18.5	Unknown
6,128	Male	2	0	0	No	children	Rural	93.74	18.4	Unknown
22,623	Male	77	0	0	Yes	Private	Urban	71.44	24.1	smokes
37,082	Female	38	0	0	Yes	Govt_job	Urban	58.29	25.5	formerly smoked
64,541	Male	23	0	0	Yes	Private	Urban	115.83	25.3	never smoked
47,037	Female	67	0	0	Yes	Private	Urban	102.71	39.9	formerly smoked
48,614	Male	59	0	0	Yes	Govt_job	Urban	99.69	28.8	smokes
15,969	Female	41	0	0	Yes	Self-employed	Rural	102.89	37.2	formerly smoked
17,752	Male	76	0	1	Yes	Private	Urban	79.05	null	Unknown
50,889	Female	21	0	0	No	Govt_job	Rural	56.63	49.8	never smoked
56,459	Male	41	0	0	Yes	Private	Rural	87.34	34.3	formerly smoked
34,163	Male	54	0	0	Yes	Private	Rural	109.51	29	never smoked
4,538	Female	29	0	0	No	Private	Urban	81.43	null	formerly smoked
14,222	Female	25	0	0	No	Private	Urban	78.59	37.2	never smoked
31,461	Female	48	0	1	Yes	Self-employed	Urban	101.22	null	formerly smoked
34,001	Female	6	0	0	No	children	Urban	78.26	19.4	Unknown
48,964	Male	21	0	0	No	Private	Rural	105.47	26.2	never smoked
40,393	Female	32	0	0	No	Private	Urban	68.19	21.1	never smoked
16,488	Female	57	1	0	Yes	Private	Urban	210	null	never smoked
47,947	Female	64	0	0	Yes	Self-employed	Rural	114.47	31.6	smokes
51,149	Male	70	0	0	Yes	Private	Urban	66.85	29.3	Unknown
17,079	Male	44	0	0	Yes	Private	Rural	94.71	28.4	smokes
44,781	Female	60	0	1	Yes	Private	Urban	208.05	35.3	smokes
29,385	Female	56	0	0	Yes	Private	Rural	222.6	40.1	smokes
53,610	Male	53	0	0	Yes	Private	Urban	80.81	39	formerly smoked
48,210	Male	59	0	0	Yes	Private	Rural	64.51	31.5	never smoked
48,072	Female	53	1	0	Yes	Private	Urban	151.56	28.5	Unknown
32,776	Male	63	0	0	Yes	Private	Urban	199.14	28.5	never smoked
8,960	Female	42	0	0	No	Self-employed	Rural	73.41	56	smokes
63,491	Female	63	0	0	Yes	Private	Urban	109.65	28.6	formerly smoked
51,883	Female	52	0	0	Yes	Govt_job	Rural	69.11	35.2	never smoked
20,460	Female	62	0	0	Yes	Private	Urban	114.41	32.5	never smoked
47,181	Female	68	0	0	Yes	Private	Urban	103.46	35.9	never smoked
35,432	Female	36	0	0	Yes	Private	Rural	95.36	25.1	never smoked
44,010	Female	3	0	0	No	children	Urban	57.33	16.8	Unknown
50,841	Female	40	0	0	Yes	Private	Rural	191.48	27.9	smokes
71,044	Female	8	0	0	No	children	Rural	71.63	16.3	Unknown
1,842	Male	58	0	0	Yes	Private	Urban	94	null	Unknown
34,720	Male	45	0	1	Yes	Private	Rural	93.77	null	Unknown
9,489	Female	65	0	0	Yes	Private	Urban	84.75	21.4	Unknown
28,725	Female	28	0	0	No	Private	Rural	89.24	32.7	formerly smoked
30,290	Female	40	0	0	Yes	Private	Urban	70.13	23.6	never smoked
13,723	Female	65	0	0	Yes	Private	Urban	82.26	19.8	formerly smoked
26,328	Male	58	1	0	Yes	Private	Urban	200.16	33.1	never smoked
60,104	Male	44	0	0	Yes	Private	Urban	80.73	28.1	smokes
48,722	Female	54	0	0	Yes	Private	Urban	75.09	38.9	formerly smoked
14,481	Female	79	0	0	Yes	Self-employed	Urban	80.57	23.8	never smoked
67,963	Female	62	1	0	No	Private	Rural	77.04	33.8	formerly smoked
70,752	Male	37	0	0	Yes	Private	Urban	145.26	26.7	Unknown
52,419	Male	66	0	0	Yes	Private	Urban	190.4	null	formerly smoked
14,711	Male	63	0	0	Yes	Self-employed	Urban	82.08	32.2	formerly smoked
26,366	Female	27	0	0	No	Private	Rural	103.35	28.1	formerly smoked
12,436	Male	6	0	0	No	children	Urban	97.46	21.3	Unknown
36,722	Female	30	0	0	Yes	Private	Urban	123.65	44	smokes
37,698	Female	15	0	0	No	children	Urban	87.96	21.5	formerly smoked
55,235	Female	50	0	0	Yes	Self-employed	Urban	85.92	37.3	smokes
20,468	Female	32	0	0	Yes	Private	Urban	80.8	44.8	never smoked
14,677	Female	33	0	0	Yes	Self-employed	Rural	99.3	21.4	never smoked
44,171	Male	62	0	0	Yes	Private	Rural	62.56	32.3	never smoked
70,344	Male	82	0	0	Yes	Private	Urban	144.2	35.4	smokes
8,470	Female	71	0	0	Yes	Private	Urban	71.38	19.7	never smoked
42,743	Female	20	0	0	No	Private	Urban	95.5	31.3	Unknown
13,949	Female	44	0	0	Yes	Govt_job	Urban	67.06	35.5	never smoked
61,096	Male	57	0	0	Yes	Private	Rural	70.16	25.8	formerly smoked
19,239	Female	50	0	0	Yes	Govt_job	Urban	104.24	32.8	Unknown
70,447	Male	50	0	0	Yes	Private	Rural	122.48	35.9	smokes
6,879	Female	44	0	0	No	Govt_job	Urban	215.9	41.8	smokes
37,451	Female	47	0	0	Yes	Govt_job	Rural	108.56	27.3	formerly smoked

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