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
13,755	Male	5	0	0	No	children	Rural	99.07	20.5	Unknown
56,019	Female	20	0	0	No	Private	Urban	76.63	26.2	never smoked
67,942	Male	21	0	0	No	Private	Rural	65.09	23.5	never smoked
43,806	Male	44	0	0	Yes	Private	Urban	142.31	29.1	smokes
39,849	Male	39	1	0	No	Private	Urban	80.99	39.8	Unknown
7,344	Male	38	0	0	Yes	Govt_job	Rural	237.74	21.2	never smoked
1,741	Male	77	0	0	Yes	Private	Urban	74.26	null	formerly smoked
52,220	Female	26	0	0	No	Private	Rural	154.08	20.2	formerly smoked
20,129	Male	51	0	0	Yes	Private	Rural	78.29	30.8	never smoked
61,178	Male	39	0	0	Yes	Private	Urban	164.67	33.8	Unknown
48,226	Female	5	0	0	No	children	Rural	59.61	17.1	Unknown
1,151	Female	59	0	0	Yes	Self-employed	Urban	67.75	21.3	formerly smoked
6,672	Male	67	0	0	Yes	Private	Urban	92.73	null	never smoked
10,333	Female	45	0	0	Yes	Private	Urban	90.35	22.3	never smoked
11,134	Male	43	0	0	Yes	Private	Rural	77.86	28.9	never smoked
25,199	Female	80	0	0	Yes	Private	Rural	71.88	26.7	never smoked
66,490	Male	42	1	0	Yes	Govt_job	Urban	118.82	41	smokes
10,390	Female	8	0	0	No	children	Urban	67.33	16.7	Unknown
33,144	Female	68	0	0	No	Govt_job	Urban	121.66	29.1	smokes
72,497	Female	5	0	0	No	children	Rural	111.92	23.6	Unknown
16,783	Male	57	0	1	Yes	Self-employed	Urban	92.82	27.8	formerly smoked
727	Male	44	0	0	Yes	Private	Rural	95.46	31.4	smokes
51,935	Male	16	0	0	No	Never_worked	Urban	59.99	28.2	never smoked
44,177	Female	60	0	0	Yes	Self-employed	Rural	68.96	30.8	Unknown
2,421	Female	58	0	0	Yes	Private	Urban	90.26	36.1	never smoked
48,693	Female	43	0	0	Yes	Private	Rural	91.9	32.7	formerly smoked
5,723	Female	50	0	0	Yes	Private	Urban	91.08	26.4	never smoked
29,470	Female	1.48	0	0	No	children	Rural	118.55	20.7	Unknown
71,590	Female	5	0	0	No	children	Rural	102.04	18.5	Unknown
16,600	Male	9	0	0	No	children	Rural	65.52	33.5	Unknown
28,309	Female	67	0	0	Yes	Private	Urban	82.09	14.1	never smoked
41,911	Female	21	0	0	Yes	Private	Rural	149.9	23.4	Unknown
3,390	Female	36	0	0	Yes	Private	Rural	100.33	23.2	never smoked
31,806	Female	70	0	0	Yes	Private	Urban	91.25	36	Unknown
68,750	Male	57	0	0	Yes	Private	Rural	89.81	35.6	never smoked
32,840	Female	52	0	0	Yes	Private	Urban	97.32	21.8	smokes
49,797	Female	28	0	0	No	Private	Rural	75.53	34.9	never smoked
72,096	Female	41	0	0	Yes	Private	Rural	121.44	20.4	never smoked
13,503	Male	81	0	0	Yes	Self-employed	Urban	83.52	25	never smoked
41,536	Female	33	0	0	Yes	Govt_job	Rural	57.92	22.3	Unknown
17,441	Female	31	0	0	No	Self-employed	Rural	75.27	27.3	never smoked
62,238	Female	42	0	0	No	Private	Urban	80.24	28.9	never smoked
737	Male	10	0	0	No	children	Urban	88.69	30.4	Unknown
4,627	Male	34	0	0	No	Private	Urban	69.09	36.9	formerly smoked
47,208	Female	70	0	0	Yes	Self-employed	Rural	62.67	27.7	never smoked
6,844	Male	33	0	0	Yes	Private	Urban	98.74	44.4	never smoked
60,001	Female	58	0	0	Yes	Private	Rural	56.51	28.2	smokes
44,503	Female	25	0	0	No	Private	Rural	65.95	35	never smoked
44,938	Female	1.4	0	0	No	children	Urban	129.07	20.6	Unknown
40,371	Female	47	0	0	Yes	Private	Urban	62.47	26.5	never smoked
39,011	Female	14	0	0	No	children	Urban	69.82	25.1	never smoked
1,460	Female	82	0	0	Yes	Private	Urban	99.68	22.2	Unknown
48,364	Male	52	0	0	Yes	Govt_job	Urban	223.35	27.3	formerly smoked
30,285	Male	72	0	1	Yes	Self-employed	Rural	74.36	27.3	never smoked
21,472	Male	52	0	1	Yes	Self-employed	Rural	102.97	41.9	formerly smoked
71,182	Female	61	1	0	Yes	Govt_job	Urban	153.38	38.8	never smoked
33,412	Female	15	0	0	No	Private	Rural	87.1	18.3	never smoked
16,061	Female	1.56	0	0	No	children	Urban	113.4	19.5	Unknown
60,266	Male	6	0	0	No	children	Rural	94.88	17.2	Unknown
70,965	Male	3	0	0	No	children	Urban	82.73	20.8	Unknown
56,736	Male	18	0	0	No	Private	Rural	67.8	23.8	Unknown
6,537	Female	53	0	0	Yes	Self-employed	Urban	84.85	24.7	never smoked
41,827	Male	58	0	0	Yes	Private	Rural	135.89	23.1	formerly smoked
49,480	Female	31	0	0	No	Private	Urban	106.13	22.4	never smoked
36,704	Female	29	0	0	Yes	Self-employed	Rural	74.33	29.9	smokes
8,884	Female	5	0	0	No	children	Rural	109.4	20	Unknown
49,775	Male	40	0	0	Yes	Private	Rural	75.4	28.7	Unknown
25,777	Male	75	0	0	Yes	Private	Rural	87.69	26.2	formerly smoked
2,070	Male	52	0	0	Yes	Private	Urban	95.85	29.6	smokes
15,752	Male	39	0	0	Yes	Private	Urban	90.36	30.8	formerly smoked
45,915	Female	40	0	0	No	Private	Rural	63.45	32.7	formerly smoked
48,775	Female	78	1	0	Yes	Self-employed	Rural	201.07	21.8	Unknown
65,697	Female	39	0	0	Yes	Private	Urban	122.91	35.7	never smoked
65,229	Female	17	0	0	No	Private	Rural	55.41	25.4	Unknown
56,889	Male	45	1	0	Yes	Private	Urban	60.99	32.8	Unknown
6,596	Male	0.56	0	0	No	children	Rural	111.77	21.1	Unknown
46,577	Female	13	0	0	No	Private	Urban	77.63	31.7	never smoked
63,455	Male	26	0	0	Yes	Private	Urban	70.61	20	never smoked
21,724	Female	42	0	0	Yes	Self-employed	Urban	124.34	34.7	formerly smoked
29,863	Male	44	0	0	No	Private	Urban	103.44	28	never smoked
69,249	Female	3	0	0	No	children	Urban	124.5	16.4	Unknown
8,968	Female	42	0	0	Yes	Private	Urban	208.06	null	smokes
20,310	Male	25	0	0	No	Govt_job	Urban	75.5	24.6	never smoked
11,450	Female	41	0	0	Yes	Self-employed	Urban	98.85	24.6	never smoked
31,999	Male	51	0	1	Yes	Private	Rural	96.06	30.3	Unknown
34,133	Female	20	0	0	No	Private	Rural	93.74	23.7	Unknown
44,202	Female	25	0	0	Yes	Private	Urban	65.6	33.5	never smoked
72,311	Male	18	0	0	No	Private	Urban	113.24	24.9	Unknown
18,704	Female	37	0	0	Yes	Private	Rural	94.77	48.9	Unknown
36,518	Female	51	0	0	Yes	Private	Urban	145.22	31.4	Unknown
35,651	Male	2	0	0	No	children	Urban	112.92	18.4	Unknown
13,749	Female	38	0	0	Yes	Private	Rural	84.79	24.2	formerly smoked
21,521	Male	64	0	1	Yes	Private	Urban	103.28	34.3	smokes
27,163	Female	60	1	0	Yes	Private	Urban	109	null	Unknown
8,882	Male	22	0	0	No	Govt_job	Rural	96.18	25.1	never smoked
32,016	Male	71	1	0	Yes	Private	Rural	186.95	33.3	never smoked
14,287	Female	32	0	0	Yes	Private	Urban	68.66	22.6	Unknown
60,139	Female	32	0	0	Yes	Self-employed	Rural	128.72	26.3	smokes
2,447	Female	63	0	0	Yes	Private	Urban	85.04	29.7	formerly smoked
42,500	Male	0.24	0	0	No	children	Rural	146.97	18.5	Unknown

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