Datasets:

Nnaodeh
/

Stroke_Prediction_Dataset

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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
60,455	Male	48	0	0	Yes	Private	Urban	76.19	28.5	never smoked
52,172	Female	44	0	0	Yes	Private	Rural	85.77	32.1	Unknown
69,647	Male	30	0	0	No	Private	Urban	63.42	28	never smoked
24,972	Male	1.48	0	0	No	children	Rural	112.02	20.9	Unknown
13,172	Female	61	0	0	Yes	Self-employed	Urban	203.76	33.8	never smoked
31,911	Female	54	0	0	Yes	Govt_job	Urban	98.44	25.8	formerly smoked
34,415	Female	22	0	0	No	Govt_job	Urban	79.57	31.8	Unknown
53,219	Male	47	0	0	Yes	Private	Urban	63.98	26.8	smokes
7,924	Female	67	0	0	Yes	Private	Urban	101.46	25.9	formerly smoked
72,491	Male	53	0	0	Yes	Private	Urban	74.66	29.2	smokes
59,058	Female	45	0	0	Yes	Govt_job	Rural	68.66	25.3	never smoked
52,619	Female	65	0	0	Yes	Private	Rural	205.78	41.7	never smoked
36,162	Male	39	1	0	Yes	Private	Rural	111.24	38.8	never smoked
68,371	Male	57	0	0	Yes	Private	Urban	134.76	29.1	Unknown
21,067	Female	45	0	0	Yes	Self-employed	Urban	110.1	30.9	never smoked
25,718	Female	28	0	0	Yes	Private	Urban	100.8	39.3	formerly smoked
24,421	Male	30	0	0	No	Private	Urban	113.08	41.8	Unknown
69,528	Female	31	0	0	Yes	Private	Urban	56.48	26.2	formerly smoked
56,594	Female	70	0	0	Yes	Private	Urban	77.77	33.8	smokes
35,095	Female	17	0	0	No	Private	Urban	104.02	26.1	Unknown
30,002	Male	44	1	0	Yes	Self-employed	Rural	83.59	24.1	never smoked
71,143	Male	65	0	0	Yes	Self-employed	Urban	179.67	30.7	formerly smoked
32,669	Male	6	0	0	No	children	Urban	91.89	22.4	Unknown
17,174	Male	15	0	0	No	children	Rural	78.9	23	Unknown
2,818	Female	80	0	0	No	Self-employed	Rural	230.74	30.2	formerly smoked
30,650	Male	54	0	0	Yes	Govt_job	Rural	216.19	30.3	formerly smoked
3,013	Female	79	0	0	Yes	Self-employed	Rural	83.7	28.7	never smoked
42,806	Female	60	1	0	Yes	Private	Rural	200.66	36.3	smokes
6,390	Female	12	0	0	No	children	Rural	73.99	16.3	Unknown
46,647	Female	36	0	0	No	Private	Urban	228.5	34.5	never smoked
6,625	Female	54	0	0	Yes	Self-employed	Urban	70.43	20.8	smokes
49,605	Male	63	0	0	Yes	Private	Urban	74.39	31	formerly smoked
72,940	Female	2	0	0	No	children	Urban	102.92	17.6	Unknown
24,783	Female	28	0	0	No	Private	Urban	87.91	22.7	formerly smoked
22,515	Female	38	1	0	Yes	Private	Rural	118.55	38.4	smokes
3,700	Male	37	0	0	Yes	Private	Urban	232.29	40.8	smokes
53,802	Male	80	0	1	Yes	Private	Rural	125.32	32.9	Unknown
49,955	Male	43	0	0	No	Private	Urban	78.98	31.3	formerly smoked
2,456	Male	60	1	0	Yes	Govt_job	Rural	100.2	28.5	smokes
71,515	Female	66	0	0	Yes	Private	Rural	200.91	27.6	never smoked
44,662	Female	45	0	0	Yes	Govt_job	Rural	95.24	40.2	Unknown
38,661	Female	29	0	0	No	Private	Urban	56.64	24.7	never smoked
15,978	Male	4	0	0	No	children	Urban	80.48	17.7	Unknown
35,210	Female	48	0	0	Yes	Private	Urban	112.96	25.4	never smoked
49,930	Female	68	0	0	Yes	Private	Rural	236.04	28.5	never smoked
27,789	Female	57	0	0	Yes	Private	Urban	73	26.2	never smoked
45,325	Female	29	0	0	No	Private	Urban	61.13	26	never smoked
31,092	Female	30	0	0	Yes	Private	Urban	88.56	45.3	never smoked
40,705	Female	47	0	0	Yes	Self-employed	Rural	66.16	31.5	never smoked
28,513	Female	73	0	0	Yes	Private	Rural	88.98	20.6	smokes
12,367	Female	66	0	0	Yes	Self-employed	Urban	94.39	29.4	Unknown
63,915	Female	39	0	0	Yes	Private	Urban	87.39	57.9	never smoked
10,166	Male	66	0	0	No	Govt_job	Rural	77.91	39.1	Unknown
35,999	Female	52	0	0	Yes	Private	Urban	86.85	23.8	formerly smoked
8,964	Female	34	0	0	No	Private	Rural	94.37	38.1	never smoked
38,207	Female	79	1	0	Yes	Self-employed	Rural	76.64	19.5	never smoked
52,681	Female	39	0	0	Yes	Private	Urban	254.95	35.5	smokes
38,980	Male	61	0	0	Yes	Govt_job	Urban	107.33	26.4	formerly smoked
33,924	Female	26	0	0	No	Private	Urban	80.94	22.2	smokes
10,135	Female	37	0	0	No	Private	Rural	112.02	29.1	Unknown
46,517	Female	66	0	1	Yes	Private	Rural	196.58	41.9	formerly smoked
65,966	Female	16	0	0	No	Private	Urban	89.14	22.6	formerly smoked
56,575	Female	51	1	0	Yes	Govt_job	Urban	69.94	33.3	smokes
43,138	Male	15	0	0	No	Private	Urban	55.79	21.3	never smoked
36,633	Male	1.72	0	0	No	children	Urban	73.08	20.4	Unknown
11,632	Male	60	0	0	Yes	Private	Urban	96.02	28.7	Unknown
31,153	Male	66	0	0	Yes	Self-employed	Rural	189.82	28.8	formerly smoked
52,247	Female	75	0	0	Yes	Govt_job	Urban	89.68	38.7	never smoked
61,987	Female	40	0	0	Yes	Private	Urban	101.06	32.3	smokes
64,416	Female	52	0	0	Yes	Govt_job	Rural	62.66	37.9	Unknown
31,708	Female	13	0	0	No	children	Urban	84.03	25.3	Unknown
62,296	Female	44	0	0	Yes	Govt_job	Rural	108.38	27.7	Unknown
53,976	Female	37	0	0	No	Private	Rural	78.79	25.1	Unknown
16,446	Male	2	0	0	No	children	Rural	76.12	16.8	Unknown
51,329	Female	48	0	0	Yes	Private	Rural	68.01	27.7	never smoked
33,560	Female	81	0	1	Yes	Govt_job	Urban	90.11	28.6	never smoked
37,866	Female	76	0	0	Yes	Self-employed	Urban	193.61	37.6	never smoked
8,553	Female	58	0	0	Yes	Govt_job	Rural	195.74	32.7	Unknown
5,654	Female	11	0	0	No	children	Rural	94.77	22.7	Unknown
17,238	Female	9	0	0	No	children	Urban	85	16	Unknown
45,252	Male	54	0	0	Yes	Private	Urban	141.37	23.5	never smoked
14,444	Female	37	0	0	No	Self-employed	Urban	90.71	45.8	Unknown
46,503	Female	16	0	0	No	Private	Rural	106.8	20.8	never smoked
18,578	Male	11	0	0	No	children	Rural	121.66	16.7	Unknown
917	Female	32	0	0	Yes	Private	Urban	85.18	22.2	smokes
60,981	Female	26	0	0	No	Private	Rural	130.07	33.1	never smoked
28,873	Female	21	0	0	No	Private	Rural	74.24	32.7	never smoked
25,446	Female	45	0	0	Yes	Govt_job	Urban	79.98	41.4	never smoked
54,127	Female	40	0	0	Yes	Self-employed	Urban	106.76	24.1	formerly smoked
63,478	Female	41	0	0	Yes	Private	Urban	76.34	28	Unknown
15,464	Female	71	1	1	Yes	Private	Rural	221.24	24.2	Unknown
63,312	Male	16	0	0	No	Private	Urban	80.55	23.5	smokes
55,681	Female	7	0	0	No	children	Rural	63.98	23	Unknown
63,804	Female	27	0	0	No	Private	Rural	55.93	20.3	smokes
10,321	Female	22	0	0	Yes	Private	Rural	73.94	24.8	Unknown
56,339	Female	79	0	0	Yes	Self-employed	Rural	65.58	26.1	Unknown
56,277	Female	38	0	0	Yes	Private	Rural	83.8	24.2	smokes
33,657	Female	64	0	0	Yes	Private	Urban	95.87	19.3	formerly smoked
7,054	Male	4	0	0	No	children	Rural	112.83	18.2	Unknown
72,393	Female	23	0	0	Yes	Govt_job	Rural	84.93	24.2	never smoked

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