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
17,295	Female	31	0	0	Yes	Self-employed	Urban	206.59	41.4	smokes
55,466	Female	69	0	1	Yes	Private	Urban	196.33	25.3	never smoked
65,419	Male	73	0	1	Yes	Govt_job	Rural	70.23	28.1	never smoked
34,448	Female	56	0	0	Yes	Self-employed	Urban	242.94	41.2	never smoked
14,406	Female	80	0	1	Yes	Self-employed	Rural	103.06	28.8	never smoked
924	Female	60	0	0	Yes	Govt_job	Urban	80.86	31	smokes
71,339	Female	40	0	0	Yes	Govt_job	Urban	114.32	28.3	smokes
31,443	Female	30	0	0	Yes	Govt_job	Urban	83.91	23.9	Unknown
49,672	Female	66	0	0	Yes	Govt_job	Rural	152.02	44.2	formerly smoked
394	Male	78	1	0	Yes	Self-employed	Rural	75.19	27.6	never smoked
63,362	Female	37	0	0	Yes	Private	Urban	60.61	35.7	formerly smoked
59,928	Female	41	0	0	Yes	Self-employed	Rural	89.14	37.4	formerly smoked
62,289	Female	34	0	0	Yes	Private	Urban	97.23	27.5	Unknown
59,464	Female	18	0	0	No	Private	Rural	135.19	23.4	never smoked
18,680	Male	69	0	0	Yes	Self-employed	Urban	78.48	25.8	formerly smoked
19,439	Male	67	0	1	Yes	Private	Rural	97.24	null	Unknown
27,017	Male	28	0	0	No	Private	Urban	75.92	22.8	never smoked
8,277	Female	3	0	0	No	children	Urban	93.3	19.5	Unknown
14,099	Female	57	0	0	Yes	Govt_job	Urban	97.39	38	Unknown
37,128	Male	34	0	0	Yes	Private	Rural	134.61	23.4	never smoked
57,774	Male	50	0	0	Yes	Private	Rural	104.02	29.5	never smoked
64,033	Male	55	0	1	No	Private	Urban	56.9	28.2	never smoked
72,701	Male	2	0	0	No	children	Rural	112.66	14.2	Unknown
59,130	Female	27	0	0	No	Private	Rural	226.75	28.9	Unknown
48,472	Male	57	0	0	Yes	Private	Rural	76.28	31.4	formerly smoked
67,956	Female	73	0	0	Yes	Private	Urban	90.01	32.4	formerly smoked
35,602	Female	52	0	0	Yes	Govt_job	Rural	107.84	22	formerly smoked
13,818	Female	65	0	0	Yes	Private	Rural	71.06	26.4	never smoked
34,661	Male	48	1	0	Yes	Private	Urban	185	26.1	never smoked
64,895	Male	54	1	0	Yes	Self-employed	Rural	104.42	37.6	smokes
21,969	Male	8	0	0	No	children	Urban	89.57	18.8	Unknown
38,320	Male	45	1	0	Yes	Private	Rural	136.2	23.8	Unknown
42,040	Female	48	0	0	Yes	Govt_job	Urban	128.23	49.4	never smoked
31,857	Female	77	0	0	Yes	Self-employed	Rural	104.23	23.8	smokes
64,494	Female	34	0	0	Yes	Private	Urban	133.82	20.4	never smoked
34,764	Female	33	0	0	Yes	Private	Rural	80.82	40.3	never smoked
20,673	Male	39	0	0	Yes	Private	Rural	102.35	23.6	never smoked
64,817	Male	39	0	0	Yes	Self-employed	Rural	88.48	34.3	never smoked
72,450	Male	40	0	0	Yes	Private	Rural	88.81	32.7	Unknown
13,988	Female	46	0	0	Yes	Private	Rural	75.09	28.7	never smoked
54,985	Female	1	0	0	No	children	Urban	199.83	24.5	Unknown
6,049	Female	5	0	0	No	children	Rural	73.69	24.8	Unknown
13,380	Male	14	0	0	No	children	Urban	111.27	23.2	Unknown
64,371	Female	49	0	0	Yes	Self-employed	Rural	68.44	23	smokes
50,295	Female	45	0	0	Yes	Private	Urban	65.36	39.3	never smoked
14,404	Female	13	0	0	No	children	Urban	94.12	20.1	never smoked
58,645	Female	76	0	0	Yes	Private	Rural	96.24	25.4	never smoked
19,419	Male	14	0	0	No	children	Rural	91.25	23.8	Unknown
24,518	Female	20	0	0	No	Private	Rural	77.29	28.4	never smoked
53,494	Female	9	0	0	No	children	Rural	125.09	15.4	Unknown
42,599	Female	78	0	1	Yes	Private	Urban	107.18	28.2	never smoked
68,370	Male	49	0	0	Yes	Private	Urban	130.07	26	never smoked
57,813	Female	55	0	0	Yes	Private	Urban	57.3	41.5	never smoked
1,329	Female	43	0	0	No	Govt_job	Rural	101.35	32.2	never smoked
15,255	Female	16	0	0	No	Private	Rural	94.03	25.7	never smoked
65,680	Male	58	0	1	Yes	Self-employed	Urban	227.81	33	formerly smoked
32,974	Male	67	0	0	Yes	Govt_job	Urban	66.67	35	smokes
5,863	Female	71	0	0	Yes	Private	Urban	240.81	27.4	never smoked
10,584	Male	8	0	0	No	children	Urban	88.02	16.4	Unknown
38,675	Female	18	0	0	No	Private	Urban	152.87	31.5	Unknown
47,600	Female	47	0	0	Yes	Private	Urban	96.04	29.2	Unknown
48,246	Male	59	0	0	Yes	Private	Urban	60.35	25.9	formerly smoked
61,743	Male	28	0	0	No	Govt_job	Urban	118.66	32.3	never smoked
3,879	Female	20	0	0	No	Private	Urban	89.03	null	smokes
58,086	Male	67	0	0	Yes	Private	Urban	58.51	30.4	formerly smoked
53,957	Male	71	0	0	Yes	Self-employed	Urban	96.04	45.1	formerly smoked
40,137	Female	56	0	0	Yes	Self-employed	Rural	110.92	25.9	Unknown
70,500	Female	44	0	0	No	Private	Rural	92.72	36.6	never smoked
35,085	Female	6	0	0	No	children	Rural	108.23	18.6	Unknown
43,872	Female	78	0	0	Yes	Private	Rural	56.34	27.5	Unknown
62,951	Female	32	0	0	Yes	Private	Rural	61.83	31.3	never smoked
43,244	Female	40	0	0	Yes	Private	Rural	131.99	37.5	never smoked
31,198	Female	63	0	0	Yes	Self-employed	Rural	136.81	23.1	smokes
23,223	Male	51	0	0	Yes	Private	Rural	239.28	35	never smoked
38,474	Male	22	0	0	Yes	Govt_job	Urban	131.3	27	never smoked
4,591	Female	82	0	0	Yes	Self-employed	Rural	117.75	29.8	never smoked
1,451	Female	17	0	0	No	Private	Urban	78.46	23.5	Unknown
37,150	Female	34	0	0	Yes	Private	Rural	83.53	48.5	formerly smoked
65,632	Male	42	0	0	Yes	Private	Rural	145.5	31.8	formerly smoked
62,834	Female	32	0	0	Yes	Private	Urban	88.33	20	Unknown
21,826	Male	73	0	0	Yes	Self-employed	Rural	101.25	29.4	formerly smoked
21,036	Female	47	0	0	Yes	Private	Urban	131.43	24.3	never smoked
55,566	Female	34	0	0	Yes	Private	Rural	231.5	45.4	never smoked
46,923	Male	64	0	1	Yes	Private	Rural	82.89	29.5	never smoked
63,990	Male	52	1	0	Yes	Self-employed	Rural	192.37	49.2	never smoked
2,265	Male	49	0	0	Yes	Private	Rural	79.64	null	smokes
2,860	Male	55	0	0	Yes	Private	Rural	82.88	29.4	Unknown
15,964	Female	64	1	0	Yes	Private	Rural	99.4	29.1	never smoked
46,483	Male	23	0	0	No	Private	Urban	77.75	38.8	smokes
33,284	Male	18	0	0	No	Private	Rural	75.03	23.4	never smoked
61,895	Female	65	0	0	Yes	Private	Rural	220.47	48.7	never smoked
48,875	Male	12	0	0	No	children	Rural	196.91	19.7	Unknown
36,589	Female	61	0	0	Yes	Self-employed	Urban	180.8	20.3	never smoked
28,651	Male	66	0	0	Yes	Private	Urban	247.48	33.5	smokes
45,033	Male	59	0	0	Yes	Govt_job	Urban	216	36.7	smokes
32,166	Male	47	1	0	Yes	Private	Urban	75.64	24.4	never smoked
34,188	Female	47	0	0	Yes	Govt_job	Urban	95.07	38.8	formerly smoked
58,359	Female	71	1	0	Yes	Private	Urban	129.97	44.2	smokes
59,347	Male	62	0	0	Yes	Private	Urban	124.26	33.4	never smoked
12,849	Female	28	0	0	Yes	Private	Urban	87.92	32.5	Unknown

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