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
65,357	Female	5	0	0	No	children	Rural	84.59	17.7	Unknown
49,465	Female	13	0	0	No	children	Urban	70.16	21.2	never smoked
31,143	Female	22	0	0	No	Private	Rural	107.52	41.6	Unknown
66,972	Female	52	0	0	Yes	Govt_job	Urban	80.88	23.8	smokes
55,810	Female	61	0	0	Yes	Self-employed	Rural	93.48	23.7	Unknown
37,031	Female	78	0	1	Yes	Govt_job	Urban	70.21	24.8	never smoked
34,608	Male	57	0	0	Yes	Private	Rural	86.67	39	Unknown
36,007	Female	21	0	0	Yes	Private	Rural	101.37	37.9	never smoked
14,123	Female	22	0	0	Yes	Private	Rural	105.22	31.1	never smoked
48,298	Female	80	0	0	Yes	Private	Rural	70.31	23.2	Unknown
54,975	Male	7	0	0	No	Self-employed	Rural	64.06	18.9	Unknown
27,213	Male	64	1	0	Yes	Self-employed	Rural	178.29	36.1	never smoked
44,749	Female	64	0	0	No	Govt_job	Rural	81.6	36.3	smokes
46,468	Female	38	0	0	Yes	Self-employed	Urban	147.48	40.5	Unknown
10,913	Male	12	0	0	No	children	Urban	86.86	25.4	never smoked
51,983	Female	33	0	0	Yes	Private	Rural	71.16	46.5	smokes
27,029	Female	3	0	0	No	children	Urban	73.2	16.8	Unknown
22,320	Female	37	0	0	Yes	Private	Urban	203.81	46.6	never smoked
45,719	Female	22	0	0	No	Private	Rural	82	26.4	never smoked
129	Female	24	0	0	No	Private	Urban	97.55	26.2	never smoked
20,351	Male	75	0	0	Yes	Govt_job	Urban	94.29	35.2	Unknown
530	Female	12	0	0	No	children	Rural	75.22	20.9	Unknown
55,351	Male	63	0	0	Yes	Private	Urban	90.07	36.8	Unknown
67,431	Female	52	0	0	Yes	Private	Urban	73.73	34.4	formerly smoked
20,546	Female	68	0	0	Yes	Private	Urban	79.58	22.2	never smoked
6,107	Female	5	0	0	No	children	Urban	77.88	13.8	Unknown
50,305	Female	56	1	0	Yes	Private	Rural	205.26	40.3	never smoked
52,342	Female	43	0	0	Yes	Private	Rural	58.63	28.4	smokes
59,906	Female	40	0	0	Yes	Private	Rural	139.9	31.7	smokes
59,729	Male	53	0	0	Yes	Private	Urban	211.03	34.2	formerly smoked
53,144	Female	52	0	1	Yes	Private	Urban	72.79	54.7	never smoked
3,655	Male	31	0	0	Yes	Govt_job	Rural	91.65	24.6	formerly smoked
11,999	Female	63	0	0	Yes	Govt_job	Rural	79.92	null	smokes
12,985	Female	69	0	0	Yes	Self-employed	Rural	225.47	36.9	never smoked
38,119	Male	64	0	0	Yes	Govt_job	Urban	94.48	31.1	never smoked
3,355	Female	64	0	0	Yes	Private	Urban	82.34	31.9	never smoked
22,091	Female	62	0	0	Yes	Self-employed	Urban	180.63	31.8	formerly smoked
5,010	Female	2	0	0	No	children	Rural	92.48	18	Unknown
67,177	Male	53	0	0	Yes	Private	Rural	116.66	28.5	formerly smoked
58,600	Male	65	1	0	Yes	Private	Urban	112.09	29.5	never smoked
56,681	Female	22	0	0	No	Private	Urban	130.34	22	never smoked
56,716	Female	26	0	0	No	Private	Urban	82.59	29.4	never smoked
65,946	Male	53	0	0	Yes	Private	Rural	123.87	28.8	Unknown
61,350	Male	20	0	0	No	Govt_job	Rural	98.7	26.2	Unknown
17,291	Female	63	1	0	Yes	Self-employed	Rural	227.1	26.9	Unknown
61,465	Male	13	0	0	No	children	Rural	55.39	23.2	Unknown
18,108	Male	21	0	0	No	Govt_job	Urban	66.07	27.9	Unknown
48,368	Female	65	0	0	Yes	Self-employed	Rural	104.21	36.8	never smoked
36,471	Male	65	0	0	Yes	Private	Urban	145.15	28.9	Unknown
15,689	Male	42	0	0	Yes	Govt_job	Urban	68.19	31	never smoked
8,233	Male	72	0	1	Yes	Self-employed	Rural	97.53	29.4	smokes
46,436	Male	13	0	0	No	children	Urban	122.31	15.3	never smoked
23,221	Male	29	0	0	No	Private	Urban	83.51	37.1	never smoked
31,830	Male	59	0	0	Yes	Self-employed	Urban	86.46	30.5	Unknown
15,296	Female	42	0	0	Yes	Private	Rural	112.06	38.2	never smoked
7,351	Male	13	0	0	No	Private	Urban	92.14	23.2	never smoked
66,196	Male	75	0	1	No	Private	Rural	201.76	30.2	formerly smoked
17,718	Female	33	1	0	Yes	Private	Urban	74.44	45.2	smokes
31,164	Female	43	0	0	Yes	Private	Rural	95.93	21.8	Unknown
48,272	Female	11	0	0	No	children	Rural	87.51	24.4	Unknown
2,893	Female	7	0	0	No	children	Rural	72.35	17	Unknown
34,376	Female	16	0	0	No	children	Rural	113.47	19.5	Unknown
18,498	Female	44	0	0	No	Private	Rural	103.78	49.8	formerly smoked
56,735	Female	78	0	0	Yes	Self-employed	Rural	115.43	27.8	never smoked
8,595	Male	25	0	0	Yes	Private	Rural	95.59	25.1	never smoked
621	Male	69	0	0	Yes	Private	Rural	101.52	26.8	smokes
1,307	Female	61	1	0	Yes	Private	Rural	170.05	60.2	smokes
35,846	Female	43	1	0	No	Self-employed	Rural	217.3	27.5	never smoked
28,645	Female	38	1	0	Yes	Private	Urban	196.01	28.1	never smoked
5,835	Male	68	0	0	Yes	Private	Urban	92.21	27.3	Unknown
46,474	Male	26	0	0	Yes	Private	Rural	100.09	27.4	never smoked
69,687	Female	18	0	0	No	Self-employed	Rural	93.88	22.2	never smoked
2,953	Female	43	0	0	Yes	Private	Rural	75.05	22.9	smokes
11,838	Female	43	0	0	Yes	Govt_job	Rural	70.08	26.6	never smoked
9,179	Female	32	0	0	No	Private	Urban	74.2	23	smokes
38,165	Female	81	0	0	No	Private	Rural	69.01	32.6	never smoked
63,050	Male	25	0	0	No	Private	Rural	96.17	22.1	Unknown
22,470	Male	61	0	0	Yes	Govt_job	Urban	184.15	null	Unknown
71,585	Female	66	0	0	Yes	Govt_job	Urban	87.24	22.5	formerly smoked
15,649	Male	54	1	0	Yes	Private	Rural	198.69	null	smokes
11,974	Male	11	0	0	No	children	Urban	82.58	25.5	Unknown
3,009	Female	53	0	0	Yes	Self-employed	Rural	96.88	31.4	Unknown
32,361	Female	78	0	1	Yes	Self-employed	Urban	73.32	26	Unknown
41,523	Male	9	0	0	No	children	Rural	94.59	20	Unknown
53,910	Female	48	0	0	Yes	Self-employed	Rural	132.08	31.6	smokes
67,548	Female	31	0	0	Yes	Private	Urban	98.99	31.2	never smoked
50,441	Male	20	0	0	No	Private	Rural	104.48	21.7	never smoked
16,927	Male	21	0	0	Yes	Private	Rural	98.01	24.2	Unknown
28,265	Female	42	0	0	Yes	Self-employed	Rural	79.14	25	formerly smoked
33,404	Male	35	0	0	Yes	Private	Urban	89.32	36.7	Unknown
50,965	Male	53	0	0	No	Private	Rural	65.24	28.9	Unknown
21,077	Male	60	0	0	Yes	Private	Rural	80.98	29.7	formerly smoked
12,982	Male	74	0	0	Yes	Self-employed	Urban	186.17	44.3	Unknown
66,570	Female	23	0	0	No	Private	Rural	69.24	51	never smoked
29,158	Female	55	0	0	Yes	Private	Rural	111.19	39.7	formerly smoked
34,299	Female	71	0	0	Yes	Private	Urban	93.28	34.7	never smoked
54,375	Male	5	0	0	No	children	Rural	122.19	35	Unknown
37,832	Female	14	0	0	No	children	Rural	129.53	21.3	never smoked
21,058	Female	15	0	0	No	children	Rural	114.53	29.1	Unknown
7,696	Female	66	0	0	No	Private	Urban	93.73	23.9	smokes

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