Datasets:

Nnaodeh
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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
34,999	Male	26	0	0	Yes	Private	Urban	89.18	25.9	formerly smoked
4,213	Male	33	0	0	No	Self-employed	Rural	91.53	38.8	formerly smoked
71,669	Male	60	0	0	Yes	Private	Rural	65.16	30.8	never smoked
36,803	Female	35	0	0	No	Private	Rural	74.53	24.6	never smoked
17,725	Female	10	0	0	No	children	Rural	93.29	20.6	Unknown
57,983	Male	50	0	0	Yes	Govt_job	Urban	227.89	38.8	formerly smoked
68,089	Female	44	0	0	Yes	Private	Urban	121.46	40.4	Unknown
3,135	Female	73	0	0	No	Self-employed	Rural	69.35	null	never smoked
563	Female	41	0	0	Yes	Private	Rural	216.71	36.2	never smoked
19,364	Female	7	0	0	No	children	Rural	74.96	18.8	Unknown
34,590	Male	45	0	0	Yes	Self-employed	Rural	75.25	27.6	smokes
55,459	Female	60	0	0	No	Private	Rural	91.82	28.3	formerly smoked
38,724	Female	49	1	0	Yes	Govt_job	Urban	56.37	39.4	smokes
52,968	Female	45	0	0	Yes	Self-employed	Rural	149.15	33.5	Unknown
35,716	Female	55	1	0	Yes	Private	Urban	202.67	40.4	formerly smoked
51,421	Female	54	0	0	Yes	Private	Rural	65.38	25.9	Unknown
72,525	Female	39	0	0	Yes	Private	Urban	90.31	27.6	smokes
33,009	Male	76	0	0	Yes	Self-employed	Rural	221.8	44.7	formerly smoked
35,437	Female	28	0	0	Yes	Private	Rural	73.39	30.8	Unknown
37,253	Female	70	1	0	Yes	Private	Urban	147.12	22.3	formerly smoked
46,171	Male	28	0	0	Yes	Private	Urban	109.85	27.9	Unknown
18,143	Male	79	0	0	Yes	Self-employed	Rural	103.21	22.9	formerly smoked
35,330	Male	30	0	0	Yes	Private	Urban	81.25	27.3	smokes
32,127	Female	26	0	0	Yes	Govt_job	Urban	84.69	25	never smoked
69,834	Female	57	0	0	Yes	Govt_job	Rural	87.1	48.3	smokes
56,311	Female	16	0	0	No	Private	Rural	81.92	22.7	Unknown
13,439	Male	40	1	0	Yes	Private	Urban	90.91	39.1	Unknown
36,366	Male	77	0	0	Yes	Govt_job	Urban	64.4	27.8	never smoked
13,111	Female	67	1	0	Yes	Private	Rural	85.48	null	smokes
28,932	Female	36	0	0	Yes	Private	Rural	67.29	36.7	formerly smoked
67,521	Female	40	1	0	Yes	Private	Urban	124.48	38.5	Unknown
65,688	Male	2	0	1	No	children	Urban	62.89	29.4	Unknown
58,761	Male	52	0	0	Yes	Private	Urban	87.51	30.5	formerly smoked
21,192	Female	78	0	0	Yes	Private	Urban	93.15	23.6	Unknown
72,348	Female	22	0	0	No	Private	Urban	64.87	20.6	Unknown
1,825	Male	33	0	0	Yes	Self-employed	Urban	90.68	31.7	smokes
25,674	Male	40	0	0	Yes	Private	Urban	104.64	24.9	Unknown
33,035	Female	20	0	0	No	Private	Urban	92.44	33.4	never smoked
54,297	Male	19	0	0	No	Private	Rural	120.46	22.2	Unknown
9,122	Male	25	0	0	Yes	Private	Urban	89.87	26.5	never smoked
1,218	Female	23	0	0	No	Private	Urban	105.28	27.1	formerly smoked
57,210	Female	28	0	0	Yes	Private	Rural	131.8	30.3	never smoked
37,096	Female	6	0	0	No	children	Rural	66.33	18.6	Unknown
38,243	Female	37	0	0	Yes	Private	Rural	101.07	26.4	Unknown
17,198	Female	10	0	0	No	children	Rural	83.37	17.8	formerly smoked
70,884	Female	34	0	0	Yes	Private	Urban	79.8	37.4	smokes
51,809	Female	60	0	0	Yes	Self-employed	Rural	103.17	32.1	formerly smoked
40,602	Female	22	0	0	No	Private	Urban	62.52	38.2	never smoked
65,116	Female	62	1	0	Yes	Self-employed	Urban	75.78	null	smokes
70,455	Female	52	0	0	Yes	Govt_job	Urban	110.36	39.1	formerly smoked
41,618	Male	61	0	0	No	Private	Rural	140.07	29.5	never smoked
21,209	Female	10	0	0	No	children	Rural	84.86	28.6	never smoked
26,103	Male	36	0	0	Yes	Private	Rural	106.85	40.1	never smoked
10,436	Female	29	0	0	Yes	Private	Rural	102.07	31.8	never smoked
16,550	Female	69	0	1	No	Govt_job	Urban	202.38	34.6	Unknown
17,697	Female	62	0	0	Yes	Govt_job	Urban	67.07	24.5	never smoked
10,744	Male	62	0	1	Yes	Govt_job	Rural	73.7	26.2	never smoked
7,799	Female	79	0	0	No	Self-employed	Urban	77.59	33	never smoked
57,183	Male	13	0	0	No	children	Rural	69.16	22.3	Unknown
121	Female	38	0	0	Yes	Private	Urban	91.44	null	Unknown
32,604	Male	49	0	0	Yes	Self-employed	Rural	215.81	58.1	never smoked
49,883	Female	41	0	0	Yes	Private	Rural	65.4	36.9	formerly smoked
68,242	Male	56	0	0	Yes	Private	Urban	139.72	43.9	never smoked
33,726	Female	8	0	0	No	children	Urban	72.81	18.2	Unknown
56,255	Female	24	0	0	No	Private	Urban	149.17	23.1	never smoked
46,455	Female	61	0	0	Yes	Private	Urban	125.74	32.6	Unknown
13,270	Female	40	0	0	No	Govt_job	Urban	90.21	41.2	never smoked
38,067	Female	22	0	0	No	Private	Urban	139.48	28.6	formerly smoked
9,160	Female	80	1	0	Yes	Private	Urban	90.77	26	never smoked
52,843	Female	60	1	1	Yes	Private	Urban	220.24	36.8	never smoked
67,343	Female	57	0	0	Yes	Private	Rural	81.42	35.8	never smoked
50,805	Female	55	0	0	Yes	Private	Urban	102.36	24.2	never smoked
10,826	Female	39	0	0	Yes	Self-employed	Urban	82.85	22.9	smokes
60,358	Female	51	0	0	Yes	Private	Urban	102.11	23.1	never smoked
72,231	Female	47	0	0	Yes	Self-employed	Rural	195.61	null	never smoked
58,586	Male	77	1	1	Yes	Self-employed	Urban	80.92	28.9	smokes
50,499	Female	32	0	0	Yes	Private	Rural	71.8	26.5	never smoked
18,986	Female	45	0	0	No	Self-employed	Urban	88.47	29.3	never smoked
51,177	Female	49	0	0	Yes	Private	Urban	67.68	24.8	formerly smoked
575	Male	13	0	0	No	children	Rural	98.65	20.1	Unknown
47,321	Female	74	0	0	Yes	Private	Rural	83.58	18.2	never smoked
7,754	Female	72	0	0	Yes	Self-employed	Rural	104.04	34.7	formerly smoked
66,270	Female	57	0	0	Yes	Private	Rural	69.4	24	Unknown
2,814	Male	51	1	0	No	Govt_job	Urban	106.22	29	never smoked
52,847	Female	55	0	0	Yes	Private	Rural	112.46	27.3	never smoked
60,235	Male	73	0	1	Yes	Private	Rural	72.42	27.6	never smoked
10,981	Male	12	0	0	No	children	Rural	96.73	20.4	never smoked
62,833	Female	6	0	0	No	children	Urban	107.4	17.7	Unknown
26,267	Female	76	0	0	Yes	Self-employed	Urban	267.61	27.9	smokes
69,918	Female	38	1	0	Yes	Private	Rural	109.46	41.5	never smoked
44,927	Female	50	0	0	Yes	Govt_job	Rural	120.05	27.4	Unknown
20,169	Female	75	0	0	Yes	Private	Rural	106.33	27.8	Unknown
31,481	Female	1.16	0	0	No	children	Urban	97.28	17.8	Unknown
27,721	Male	32	0	0	Yes	Private	Rural	83.13	32	smokes
71,419	Male	12	0	0	No	children	Urban	97.35	37.3	Unknown
25,642	Male	32	0	0	No	Private	Urban	79.54	28.1	Unknown
31,932	Female	13	0	0	No	children	Urban	76.55	29.1	Unknown
13,629	Male	1.32	0	0	No	children	Urban	56.11	22.9	Unknown
38,258	Female	63	0	0	Yes	Private	Rural	91.36	38.8	formerly smoked
70,602	Female	29	0	0	No	Private	Rural	79.27	29	smokes

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