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	stroke int64 0 1
12,363	Male	64	0	1	Yes	Govt_job	Urban	74.1	28.8	Unknown	1
63,973	Female	77	0	0	Yes	Govt_job	Rural	190.32	31.4	never smoked	1
45,277	Female	74	0	0	Yes	Private	Rural	231.61	34.6	formerly smoked	1
4,712	Female	81	0	1	Yes	Self-employed	Rural	78.7	19.4	Unknown	1
33,175	Female	57	0	0	Yes	Govt_job	Urban	110.52	28.5	Unknown	1
2,346	Male	58	0	0	Yes	Private	Urban	82.3	null	smokes	1
42,072	Female	50	1	0	Yes	Private	Rural	73.18	30.3	formerly smoked	1
12,062	Female	54	0	0	Yes	Self-employed	Rural	191.82	40.4	smokes	1
30,456	Female	79	0	0	Yes	Private	Rural	93.05	24.2	never smoked	1
59,125	Female	53	0	0	Yes	Govt_job	Urban	64.17	41.5	never smoked	1
56,546	Male	79	0	1	Yes	Private	Rural	129.98	22.6	formerly smoked	1
48,405	Male	80	0	1	Yes	Private	Urban	68.53	24.2	smokes	1
36,706	Female	76	0	0	Yes	Self-employed	Urban	106.41	null	formerly smoked	1
41,069	Female	45	0	0	Yes	Private	Rural	224.1	56.6	never smoked	1
71,639	Female	68	0	0	No	Govt_job	Urban	82.1	27.1	Unknown	1
53,401	Male	71	1	1	No	Govt_job	Rural	216.94	30.9	never smoked	1
60,744	Male	61	1	0	Yes	Self-employed	Rural	76.11	27.3	smokes	1
7,547	Male	74	0	0	Yes	Private	Urban	72.96	31.3	smokes	1
31,720	Female	38	0	0	No	Self-employed	Urban	82.28	24	formerly smoked	1
5,563	Female	77	0	0	Yes	Private	Urban	105.22	31	never smoked	1
68,798	Female	58	0	0	Yes	Private	Rural	59.86	28	formerly smoked	1
72,918	Female	53	1	0	Yes	Private	Urban	62.55	30.3	Unknown	1
13,491	Male	80	0	0	Yes	Private	Rural	259.63	31.7	smokes	1
44,033	Male	56	1	0	Yes	Private	Rural	249.31	35.8	never smoked	1
14,164	Female	72	0	0	Yes	Private	Urban	219.91	null	Unknown	1
50,522	Female	72	0	0	Yes	Govt_job	Urban	131.41	28.4	never smoked	1
3,352	Male	78	1	0	Yes	Self-employed	Urban	93.13	null	formerly smoked	1
70,943	Female	80	0	0	Yes	Private	Urban	73.54	24	Unknown	1
37,132	Male	82	0	0	Yes	Govt_job	Urban	200.59	29	formerly smoked	1
48,796	Female	75	0	0	Yes	Govt_job	Urban	62.48	null	Unknown	1
53,440	Female	73	1	0	Yes	Private	Rural	190.14	36.5	never smoked	1
16,817	Female	78	1	0	No	Private	Urban	130.54	20.1	never smoked	1
69,551	Male	69	1	0	No	Private	Rural	182.99	36.5	never smoked	1
31,563	Female	38	0	0	Yes	Private	Rural	101.45	null	formerly smoked	1
20,387	Female	68	1	0	Yes	Self-employed	Rural	206.09	26.7	never smoked	1
71,279	Female	71	0	0	Yes	Govt_job	Urban	263.32	38.7	never smoked	1
55,824	Male	76	0	0	Yes	Private	Urban	140.1	29.9	formerly smoked	1
11,762	Female	76	0	0	Yes	Private	Urban	207.28	34.9	Unknown	1
29,281	Male	76	1	0	Yes	Self-employed	Rural	194.37	27	formerly smoked	1
30,683	Female	75	0	0	Yes	Private	Rural	199.2	26.6	Unknown	1
20,439	Male	82	0	1	Yes	Govt_job	Rural	103.68	25	never smoked	1
45,965	Female	59	0	0	Yes	Private	Rural	116.44	23.8	smokes	1
8,045	Female	74	1	0	Yes	Private	Urban	70.28	21.8	never smoked	1
37,651	Female	69	1	1	No	Self-employed	Urban	72.17	36.8	never smoked	1
17,308	Female	72	1	0	Yes	Private	Urban	221.79	30	never smoked	1
67,981	Male	66	0	0	Yes	Private	Urban	151.16	27.5	formerly smoked	1
41,241	Male	65	0	0	Yes	Self-employed	Urban	68.43	null	formerly smoked	1
62,861	Female	78	0	0	Yes	Private	Urban	67.29	24.6	never smoked	1
72,081	Female	57	1	0	Yes	Govt_job	Rural	67.41	32.9	never smoked	1
58,978	Female	70	0	1	Yes	Private	Rural	239.07	26.1	never smoked	1
11,933	Female	79	0	0	Yes	Private	Rural	169.67	null	Unknown	1
46,703	Male	68	0	1	Yes	Private	Urban	223.83	31.9	formerly smoked	1
32,503	Female	80	0	0	Yes	Self-employed	Urban	76.57	34.1	never smoked	1
12,482	Male	68	0	0	Yes	Self-employed	Urban	77.82	27.5	smokes	1
56,939	Female	55	0	0	Yes	Self-employed	Rural	92.98	25.6	never smoked	1
24,669	Female	77	0	1	Yes	Private	Rural	231.56	36.9	never smoked	1
43,054	Female	50	0	0	Yes	Private	Rural	102.16	31.4	smokes	1
59,437	Female	57	0	0	Yes	Private	Urban	221.89	37.3	smokes	1
66,258	Female	71	0	0	Yes	Self-employed	Urban	195.71	34.1	formerly smoked	1
34,567	Female	81	1	0	Yes	Self-employed	Rural	74.02	25	never smoked	1
50,931	Female	76	0	0	Yes	Private	Urban	57.92	null	formerly smoked	1
16,590	Male	71	0	1	Yes	Private	Urban	81.76	null	smokes	1
69,768	Female	1.32	0	0	No	children	Urban	70.37	null	Unknown	1
20,426	Female	78	1	0	No	Private	Urban	203.87	45.7	never smoked	1
3,512	Female	70	1	0	Yes	Self-employed	Urban	89.13	34.2	formerly smoked	1
42,899	Male	78	0	0	Yes	Self-employed	Urban	133.19	23.6	formerly smoked	1
63,453	Female	56	0	0	Yes	Govt_job	Rural	162.23	27.3	Unknown	1
43,364	Male	79	1	0	Yes	Private	Rural	75.02	null	never smoked	1
44,993	Female	79	1	0	No	Govt_job	Urban	98.02	22.3	formerly smoked	1
210	Male	81	0	0	Yes	Self-employed	Rural	91.54	31.4	never smoked	1
28,939	Male	64	0	0	Yes	Self-employed	Rural	111.98	null	formerly smoked	1
60,739	Female	79	1	1	No	Self-employed	Rural	60.94	null	never smoked	1
67,432	Female	60	0	0	Yes	Private	Urban	97.43	26.4	smokes	1
2,182	Female	80	1	0	Yes	Self-employed	Rural	91.02	32.9	formerly smoked	1
40,899	Female	78	0	0	Yes	Self-employed	Rural	60.67	null	formerly smoked	1
14,431	Male	72	1	0	Yes	Self-employed	Rural	185.49	37.1	never smoked	1
62,466	Female	80	0	0	Yes	Private	Urban	64.44	45	never smoked	1
36,841	Male	78	1	0	Yes	Self-employed	Rural	56.11	25.5	formerly smoked	1
33,486	Female	80	0	0	Yes	Govt_job	Urban	110.66	null	Unknown	1
65,105	Male	81	0	0	Yes	Private	Urban	213.22	26.1	Unknown	1
54,567	Female	46	0	0	Yes	Private	Urban	78.18	30.8	never smoked	1
66,204	Male	59	0	0	Yes	Private	Urban	111.04	32	formerly smoked	1
39,912	Female	32	0	0	Yes	Private	Rural	76.13	29.9	smokes	1
8,003	Female	77	0	0	No	Private	Urban	81.32	null	Unknown	1
28,378	Male	61	1	1	Yes	Private	Urban	112.24	37.4	smokes	1
41,081	Male	63	0	0	Yes	Private	Rural	137.3	31.7	formerly smoked	1
16,077	Male	63	0	1	Yes	Self-employed	Urban	116.69	34.5	formerly smoked	1
67,895	Female	82	1	1	Yes	Govt_job	Urban	215.94	27.9	formerly smoked	1
30,184	Male	82	0	0	Yes	Private	Rural	86.62	29.5	formerly smoked	1
66,955	Male	61	0	1	Yes	Private	Urban	209.86	null	Unknown	1
24,905	Female	65	0	0	Yes	Private	Urban	205.77	46	formerly smoked	1
66,071	Male	51	1	0	Yes	Private	Urban	112.16	42.5	formerly smoked	1
36,255	Male	59	0	0	Yes	Self-employed	Rural	118.03	35.5	smokes	1
69,112	Male	68	1	1	Yes	Private	Rural	271.74	31.1	smokes	1
23,410	Female	72	0	0	Yes	Private	Rural	97.92	26.9	smokes	1
64,373	Male	59	0	0	Yes	Private	Urban	200.62	35.8	formerly smoked	1
58,267	Male	70	1	0	Yes	Private	Rural	242.52	45.5	formerly smoked	1
35,684	Male	69	0	0	Yes	Private	Rural	93.81	28.5	Unknown	1
18,937	Male	79	0	0	Yes	Private	Rural	114.77	null	formerly smoked	1
491	Female	74	0	0	Yes	Self-employed	Urban	74.96	26.6	never smoked	1

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