Datasets:

Nnaodeh
/

Stroke_Prediction_Dataset

Dataset card Data Studio Files Files and versions Community

Split (1)

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
37,327	Female	71	0	0	Yes	Private	Urban	214.77	null	Unknown
55,976	Male	5	0	0	No	children	Rural	145.71	18.1	Unknown
56,090	Female	65	0	0	Yes	Self-employed	Rural	167.31	27.1	never smoked
38,350	Female	81	0	0	Yes	Self-employed	Urban	63.65	23	Unknown
6,040	Female	46	0	0	No	Private	Rural	79.63	55	Unknown
17,639	Male	44	0	0	Yes	Govt_job	Rural	87.49	26.6	never smoked
1,678	Female	54	1	0	Yes	Private	Rural	98.74	null	never smoked
27,572	Female	25	0	0	No	Private	Rural	92.82	24.1	never smoked
57,668	Male	49	0	0	Yes	Govt_job	Urban	72.2	30.3	formerly smoked
22,001	Male	80	0	1	Yes	Govt_job	Rural	181.23	32.2	formerly smoked
54,184	Female	22	0	0	No	Private	Urban	63.37	26.5	never smoked
27,966	Female	61	0	0	Yes	Private	Urban	74.82	30.6	never smoked
4,702	Female	3	0	0	No	children	Rural	97.6	25.8	Unknown
38,123	Male	50	0	0	Yes	Private	Rural	93.04	41.9	smokes
47,345	Male	45	0	0	Yes	Private	Rural	97.12	29.2	never smoked
17,222	Male	55	1	0	Yes	Self-employed	Rural	82.81	44.3	never smoked
45,048	Female	21	0	0	No	Private	Urban	134.45	29.1	never smoked
30,084	Male	0.8	0	0	No	children	Rural	98.67	17.5	Unknown
7,195	Male	50	0	1	No	Private	Urban	85.82	31.9	never smoked
16,260	Male	73	0	1	Yes	Self-employed	Rural	189.45	32.2	never smoked
52,457	Female	58	0	1	Yes	Private	Rural	144.16	26	smokes
50,650	Male	30	0	0	No	Private	Rural	82.56	25.4	formerly smoked
35,913	Female	55	1	0	Yes	Private	Urban	206.4	54.8	never smoked
52,306	Male	57	0	0	Yes	Self-employed	Urban	67.97	27.9	never smoked
132	Female	80	0	0	Yes	Govt_job	Urban	84.86	null	Unknown
8,951	Female	77	1	0	Yes	Self-employed	Urban	71.7	32.8	never smoked
64,752	Female	29	0	0	No	Private	Urban	72.02	34	formerly smoked
51,285	Female	46	0	0	Yes	Private	Urban	61.81	25.5	Unknown
14,349	Female	40	0	0	Yes	Private	Urban	103.09	35.6	Unknown
40,571	Male	29	0	0	No	Private	Urban	73.75	28.3	never smoked
40,624	Female	37	0	0	Yes	Private	Rural	156.7	36.9	never smoked
13,072	Female	35	0	0	Yes	Self-employed	Urban	70.87	22.1	formerly smoked
66,310	Male	54	0	0	Yes	Self-employed	Rural	138.47	31.5	never smoked
58,101	Female	56	0	1	Yes	Private	Rural	64.66	26.7	formerly smoked
22,969	Female	26	0	0	Yes	Private	Rural	91.88	24.9	formerly smoked
28,904	Female	75	0	0	Yes	Self-employed	Rural	74.79	32.4	never smoked
6,563	Female	44	0	0	No	Private	Rural	78.18	32.2	never smoked
55,315	Male	63	0	0	Yes	Private	Rural	77.82	30.3	Unknown
47,537	Female	17	0	0	No	Private	Rural	112.23	28.7	never smoked
45,945	Male	46	0	1	Yes	Private	Urban	178.76	24.1	never smoked
65,849	Female	47	0	0	Yes	Private	Rural	121.43	25.3	never smoked
31,125	Female	50	0	0	Yes	Private	Rural	94.22	24.8	never smoked
5,103	Female	49	0	0	Yes	Private	Rural	67.27	null	formerly smoked
54,526	Male	76	1	0	Yes	Self-employed	Rural	197.58	34.8	formerly smoked
67,309	Male	47	0	0	Yes	Private	Rural	86.37	39.2	smokes
2,275	Female	47	0	0	Yes	Private	Urban	112.09	24.7	smokes
29,869	Male	49	0	0	Yes	Private	Urban	199.96	28.6	never smoked
15,757	Male	71	0	0	Yes	Private	Urban	85.33	27.7	never smoked
38,523	Female	65	0	0	No	Self-employed	Rural	86.33	33.1	never smoked
65,388	Female	40	0	0	No	Private	Urban	80.47	27.3	smokes
60,816	Female	82	1	0	Yes	Private	Urban	62.46	20.3	formerly smoked
67,350	Female	64	0	0	Yes	Govt_job	Rural	78.85	33.9	never smoked
40,124	Male	72	0	0	Yes	Self-employed	Rural	72.09	null	smokes
20,370	Female	50	0	0	Yes	Self-employed	Rural	103.81	28.3	never smoked
35,188	Female	40	0	0	No	Private	Urban	78.04	32.4	smokes
28,716	Female	74	0	0	Yes	Self-employed	Rural	94.67	19.7	Unknown
56,166	Female	30	0	0	Yes	Govt_job	Rural	62.25	33.7	never smoked
47,159	Male	68	0	0	Yes	Private	Urban	155.17	35.5	never smoked
26,242	Male	6	0	0	No	children	Urban	83.28	20	Unknown
36,226	Male	4	0	0	No	children	Urban	132.41	16.3	Unknown
47,357	Female	60	0	0	Yes	Private	Rural	62.78	36.4	Unknown
33,167	Female	59	0	0	Yes	Private	Urban	89.96	28.1	Unknown
21,042	Female	72	0	0	Yes	Self-employed	Rural	103.25	26.9	formerly smoked
71,062	Female	62	0	0	Yes	Private	Rural	126.99	29.4	formerly smoked
32,723	Female	13	0	0	No	children	Rural	102.27	17.2	never smoked
49,646	Male	72	0	1	Yes	Self-employed	Rural	113.63	26.5	Unknown
35,737	Male	1.08	0	0	No	children	Urban	86.09	19.5	Unknown
24,256	Male	35	0	0	Yes	Private	Rural	108.08	30.6	formerly smoked
62,340	Male	54	0	0	Yes	Private	Urban	108.34	31.9	never smoked
39,927	Male	40	0	0	Yes	Private	Rural	56.07	26.6	never smoked
30,677	Female	3	0	0	No	children	Urban	82.91	19.9	Unknown
50,453	Male	2	0	0	No	children	Urban	94.75	18	Unknown
17,398	Male	41	0	0	Yes	Private	Rural	101.79	26.7	Unknown
20,938	Female	61	0	0	Yes	Private	Rural	88.41	25.3	formerly smoked
21,850	Male	58	0	0	Yes	Govt_job	Urban	101.05	31.4	Unknown
14,241	Male	17	0	0	No	Private	Urban	85.07	21.1	never smoked
43,905	Female	64	0	0	No	Govt_job	Rural	108.1	17.9	never smoked
40,144	Female	32	0	0	No	Self-employed	Rural	93.17	27.5	smokes
7,806	Female	42	0	0	Yes	Private	Urban	158.89	37.6	smokes
63,984	Male	39	0	0	Yes	Private	Rural	205.77	24.1	never smoked
13,504	Female	10	0	0	No	children	Urban	112.34	18.1	Unknown
62,272	Female	78	0	0	Yes	Private	Urban	119.03	31	never smoked
5,878	Female	68	0	0	Yes	Private	Urban	237.21	26.6	smokes
62,767	Female	24	0	0	Yes	Private	Urban	89.68	38.7	never smoked
239	Male	59	1	1	Yes	Private	Rural	246.53	27.2	formerly smoked
3,184	Female	45	0	0	Yes	Private	Urban	89.05	27.8	formerly smoked
51,959	Male	12	0	0	No	children	Rural	81.74	28.3	Unknown
2,092	Female	37	0	0	Yes	Private	Rural	98.12	27.5	never smoked
69,239	Female	43	0	0	Yes	Self-employed	Rural	105.59	43.3	smokes
68,235	Male	12	0	0	No	children	Rural	86	20.1	formerly smoked
3,956	Male	13	0	0	No	children	Urban	65.51	25.9	Unknown
42,703	Male	74	0	0	Yes	Self-employed	Urban	61.78	25.8	Unknown
34,436	Female	2	0	0	No	children	Rural	109.56	16.4	Unknown
39,258	Female	59	0	0	Yes	Self-employed	Urban	65.82	29.4	never smoked
40,513	Female	21	0	0	No	Private	Urban	90.16	28.9	smokes
48,648	Female	55	0	0	Yes	Private	Urban	64.45	26.7	never smoked
48,836	Female	14	0	0	No	children	Urban	91.85	27.8	never smoked
71,444	Female	53	0	0	Yes	Private	Rural	97.89	38.7	formerly smoked
33,983	Male	75	0	0	Yes	Govt_job	Rural	206.33	26.8	never smoked
35,372	Male	37	0	0	Yes	Govt_job	Rural	74.29	36.1	never smoked

Subsets and Splits

No community queries yet

The top public SQL queries from the community will appear here once available.