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
56,075	Female	58	0	0	Yes	Private	Rural	196.5	37.7	never smoked
46,130	Female	57	0	0	Yes	Self-employed	Urban	142.31	35.2	smokes
7,730	Male	31	0	0	No	Private	Rural	94.96	54.7	smokes
12,380	Male	43	0	0	Yes	Govt_job	Rural	83.78	21.6	never smoked
15,324	Female	40	0	0	No	Private	Urban	86.1	23.9	Unknown
11,658	Male	1.08	0	0	No	children	Rural	74.5	null	Unknown
22,778	Male	34	0	0	Yes	Private	Urban	66.96	26.1	never smoked
4,128	Female	55	0	0	Yes	Private	Rural	76.7	39.7	formerly smoked
36,825	Female	39	0	0	Yes	Private	Rural	103.12	29.9	formerly smoked
1,454	Female	42	0	0	No	Private	Urban	84.03	31.4	never smoked
12,674	Male	44	0	0	Yes	Private	Rural	74.15	34.5	formerly smoked
55,375	Male	69	1	0	Yes	Private	Rural	73.29	29.4	never smoked
3,726	Male	16	0	0	No	Private	Urban	115.16	26.9	Unknown
48,652	Female	8	0	0	No	children	Urban	83.55	22.4	Unknown
68,657	Female	1.48	0	0	No	children	Urban	61.53	20.5	Unknown
17,337	Female	1.88	0	0	No	children	Rural	100.74	18.6	Unknown
44,831	Female	69	0	0	No	Private	Urban	59.31	31.4	smokes
68,420	Female	13	0	0	No	children	Urban	63.22	18.5	formerly smoked
39,632	Female	53	0	0	Yes	Private	Urban	209.5	41.8	never smoked
49,095	Female	16	0	0	No	children	Urban	64.51	21.2	Unknown
46,292	Male	64	0	0	Yes	Private	Rural	90.07	28.6	never smoked
43,492	Female	7	0	0	No	children	Urban	113.95	16	Unknown
55,766	Male	41	0	0	Yes	Private	Rural	119.32	30.6	Unknown
17,740	Male	65	0	0	Yes	Private	Rural	99.12	29	formerly smoked
64,189	Male	61	0	0	Yes	Self-employed	Rural	152.84	28.6	Unknown
24,202	Male	63	0	0	Yes	Private	Rural	78.23	34.8	never smoked
32,514	Male	1.8	0	0	No	children	Urban	68.8	null	Unknown
9,866	Female	54	0	0	Yes	Private	Urban	76.05	42	Unknown
54,816	Female	14	0	0	No	children	Rural	116.49	30.3	never smoked
59,880	Male	45	0	0	Yes	Private	Rural	99.91	30.9	Unknown
20,625	Male	51	1	0	Yes	Private	Urban	76.1	32.1	smokes
65,969	Male	8	0	0	No	children	Rural	121.99	19.6	Unknown
56,923	Male	52	1	0	Yes	Private	Rural	116.21	32.8	smokes
44,001	Female	39	0	0	Yes	Private	Urban	55.28	31.5	Unknown
51,852	Female	13	0	0	No	children	Rural	219.81	null	Unknown
27,176	Female	69	0	0	Yes	Private	Rural	103.73	34.7	never smoked
70,874	Male	71	1	0	Yes	Govt_job	Urban	153.08	21.5	Unknown
34,287	Female	73	0	0	Yes	Self-employed	Rural	98.69	27.6	Unknown
23,052	Female	54	0	0	Yes	Private	Rural	94.11	28.6	formerly smoked
67,499	Male	10	0	0	No	children	Rural	117.03	21.1	never smoked
5,380	Female	26	0	0	Yes	Private	Urban	91.35	23.8	never smoked
20,154	Female	41	0	0	Yes	Private	Rural	82.48	33.5	Unknown
29,546	Male	71	0	0	Yes	Govt_job	Rural	99.76	33.4	formerly smoked
3,718	Female	46	0	0	Yes	Govt_job	Urban	111.1	23.3	smokes
43,734	Male	15	0	0	No	Private	Rural	122.25	21	never smoked
41,917	Female	29	0	0	No	Private	Urban	84.19	21.2	never smoked
8,050	Male	8	0	0	No	children	Urban	84.6	18.4	Unknown
44,426	Female	21	0	0	Yes	Private	Urban	126.35	26.9	never smoked
34,700	Female	56	1	0	No	Self-employed	Urban	87.5	20.2	formerly smoked
70,230	Female	14	0	0	No	Self-employed	Rural	77.52	21.9	never smoked
68,721	Female	78	0	0	Yes	Private	Rural	133.13	24.2	Unknown
23,170	Female	36	0	0	No	Private	Urban	96.1	29.6	never smoked
5,731	Female	57	1	0	Yes	Private	Urban	108.61	38.1	smokes
62,791	Male	79	1	1	Yes	Self-employed	Rural	205.23	22	never smoked
18,943	Male	26	0	0	No	Govt_job	Rural	76.74	29.8	Unknown
45,472	Male	22	0	0	Yes	Private	Urban	138.55	24	never smoked
3,942	Male	72	0	1	Yes	Private	Urban	234.27	26.9	never smoked
30,201	Female	54	0	0	Yes	Private	Urban	75.16	38	never smoked
38,284	Male	8	0	0	No	children	Rural	77.08	16.9	Unknown
53,552	Female	62	0	0	Yes	Private	Urban	101.19	23.4	never smoked
59,663	Female	28	0	0	No	Private	Urban	107.74	38.5	never smoked
68,631	Female	50	0	0	Yes	Private	Rural	62.32	21.6	Unknown
49,900	Male	7	0	0	No	children	Urban	56.32	15.9	Unknown
18,140	Female	33	0	0	Yes	Private	Rural	131.28	25.1	never smoked
52,340	Male	55	0	0	Yes	Private	Urban	67.02	41.1	smokes
2,327	Female	25	0	0	No	Private	Rural	76.72	21.5	Unknown
55,137	Female	25	0	0	No	Private	Urban	125.98	21	smokes
458	Female	37	0	0	Yes	Govt_job	Urban	72.09	24.1	smokes
57,044	Male	58	0	0	Yes	Private	Urban	88.05	30.6	Unknown
71,548	Male	45	0	0	Yes	Govt_job	Urban	55.47	19.8	smokes
67,438	Female	60	0	0	Yes	Govt_job	Rural	145.94	29.2	Unknown
36,524	Male	66	0	1	Yes	Private	Rural	239.21	33.7	formerly smoked
61,827	Male	80	0	0	Yes	Self-employed	Rural	196.08	31	formerly smoked
31,454	Female	38	0	0	Yes	Govt_job	Rural	93.93	21.5	never smoked
15,663	Female	11	0	0	No	children	Urban	76.74	19.1	Unknown
4,707	Female	63	0	0	Yes	Private	Urban	83.74	21.4	Unknown
55,885	Male	19	0	0	No	Private	Urban	119.58	24.8	Unknown
47,563	Female	17	0	0	No	Private	Rural	68.66	35.1	never smoked
63,729	Female	19	0	0	No	Private	Urban	65.79	28.6	smokes
5,286	Female	40	0	0	Yes	Govt_job	Urban	176.38	35.7	never smoked
29,878	Male	49	0	0	Yes	Private	Urban	175.74	45.4	Unknown
42,628	Female	69	0	1	No	Private	Urban	193.45	34.5	never smoked
5,006	Female	46	0	0	Yes	Self-employed	Rural	85.84	21.2	never smoked
11,250	Male	78	0	0	Yes	Self-employed	Rural	93.85	22.7	formerly smoked
41,858	Female	63	0	1	Yes	Private	Rural	86.21	39.1	never smoked
15,742	Female	3	0	0	No	children	Rural	75.41	21.9	Unknown
27,300	Female	1.8	0	0	No	children	Rural	95.28	16.5	Unknown
34,965	Female	18	0	0	No	Private	Urban	95.87	23	never smoked
65,748	Female	46	0	0	Yes	Private	Urban	180.45	22.5	never smoked
44,635	Female	8	0	0	No	children	Urban	95.39	20.4	Unknown
72,284	Female	53	0	0	Yes	Private	Rural	60.77	28.7	smokes
20,217	Female	38	0	0	Yes	Govt_job	Urban	102.84	22.4	never smoked
44,259	Female	74	0	0	Yes	Private	Urban	130.37	26.3	Unknown
52,668	Female	24	0	0	No	Private	Urban	65.44	23.6	never smoked
37,446	Male	78	0	0	Yes	Private	Rural	79.84	25.9	never smoked
46,895	Male	60	0	0	Yes	Private	Rural	62.61	30.7	never smoked
57,667	Male	12	0	0	No	children	Urban	70.07	24.5	formerly smoked
41,962	Female	32	0	0	Yes	Private	Rural	108.8	24	Unknown
25,495	Male	5	0	0	No	children	Urban	112.11	20.1	Unknown
2,029	Female	40	0	0	Yes	Private	Rural	92.35	38	never smoked

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