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
6,104	Female	7	0	0	No	children	Rural	85.15	15.1	Unknown
29,694	Female	68	0	0	Yes	Private	Rural	95.36	21.5	smokes
30,806	Male	37	0	0	Yes	Self-employed	Urban	87.16	30.4	formerly smoked
20,316	Female	75	0	0	Yes	Govt_job	Rural	219.39	33.4	smokes
58,253	Male	5	0	0	No	children	Urban	71.92	18.2	Unknown
57,679	Male	1.08	0	0	No	children	Urban	167.66	18.7	Unknown
39,956	Female	34	0	0	No	Private	Rural	87.21	38.4	Unknown
7,683	Male	49	0	0	Yes	Self-employed	Rural	220.47	36.4	smokes
9,197	Female	8	0	0	No	children	Urban	80.47	20.6	Unknown
58,543	Female	50	0	0	Yes	Govt_job	Urban	89.95	48.9	formerly smoked
6,968	Male	2	0	0	No	children	Rural	111.32	18.2	Unknown
35,838	Female	1.16	0	0	No	children	Urban	65.01	17	Unknown
57,549	Female	76	0	0	Yes	Self-employed	Urban	110.07	31.8	never smoked
59,200	Male	18	0	0	No	Private	Urban	60.56	33	never smoked
24,289	Male	82	0	0	Yes	Private	Urban	89.83	24.7	smokes
6,206	Female	67	0	0	Yes	Self-employed	Rural	90.35	28.1	Unknown
28,227	Female	27	0	0	Yes	Private	Urban	71.5	40.3	smokes
35,229	Male	57	0	0	Yes	Govt_job	Urban	71.71	35.2	smokes
23,176	Female	51	1	0	Yes	Private	Urban	173.96	31.2	formerly smoked
3,045	Male	68	1	0	Yes	Private	Urban	96.06	37.6	never smoked
22,386	Female	56	0	0	Yes	Private	Urban	113.2	38.7	smokes
1,077	Male	77	0	1	Yes	Govt_job	Rural	106.03	null	Unknown
57,903	Female	52	1	0	Yes	Self-employed	Rural	111.38	null	smokes
22,108	Female	18	0	0	No	Private	Rural	73.29	28.1	smokes
55,982	Female	63	0	0	Yes	Self-employed	Urban	65.71	29.2	smokes
55,465	Female	31	0	0	Yes	Private	Rural	60.41	31.1	Unknown
29,258	Female	37	0	0	No	Private	Urban	89.11	24.1	never smoked
38,432	Female	64	0	0	Yes	Private	Urban	63.32	18.7	formerly smoked
49,666	Male	47	0	0	Yes	Self-employed	Urban	85.68	39.6	never smoked
59,904	Female	1.8	0	0	No	children	Urban	162.93	15.7	Unknown
32,365	Male	42	0	0	Yes	Private	Rural	89.22	53.8	Unknown
15,351	Male	37	0	0	Yes	Private	Rural	91.68	32.4	formerly smoked
61,000	Female	69	0	1	No	Private	Urban	198.33	42.7	smokes
77	Female	13	0	0	No	children	Rural	85.81	18.6	Unknown
17,466	Male	73	0	0	No	Govt_job	Rural	79.59	31.4	smokes
57,569	Male	48	0	0	Yes	Private	Rural	106.74	33.7	formerly smoked
9,026	Female	78	1	0	Yes	Self-employed	Urban	191.33	24.5	never smoked
54,590	Female	21	0	0	No	Private	Rural	59.52	33.7	never smoked
54,301	Male	54	0	0	Yes	Private	Rural	206.52	35.4	smokes
170	Male	43	0	0	Yes	Govt_job	Rural	80.07	null	never smoked
52,554	Male	19	0	0	No	Private	Rural	64.92	22.5	Unknown
10,649	Female	82	0	0	Yes	Private	Urban	80	33.6	never smoked
28,258	Female	80	0	0	Yes	Self-employed	Urban	75.06	29.7	Unknown
22,269	Female	69	1	0	Yes	Govt_job	Urban	112.2	null	never smoked
12,557	Female	21	0	0	No	Self-employed	Urban	91.18	25.7	never smoked
2,846	Female	46	0	0	Yes	Private	Rural	85.81	20.2	formerly smoked
61,219	Female	14	0	0	No	Never_worked	Urban	148.37	22.7	never smoked
65,321	Male	6	0	0	No	children	Rural	64.55	17.4	Unknown
23,946	Female	3	0	0	No	children	Rural	97.31	22.2	Unknown
56,312	Male	47	0	0	No	Private	Rural	111.15	23.8	never smoked
20,256	Male	34	0	0	Yes	Private	Urban	80.97	28.7	never smoked
26,993	Female	41	0	0	Yes	Private	Rural	89.88	33.1	formerly smoked
58,599	Female	67	0	0	Yes	Private	Rural	62.66	28	formerly smoked
27,849	Female	5	0	0	No	children	Urban	122.25	16.7	Unknown
33,367	Male	20	0	0	No	Private	Rural	87.08	27.1	never smoked
61,764	Female	63	0	0	Yes	Private	Rural	85	26.4	smokes
13,620	Female	73	0	0	Yes	Self-employed	Urban	100.49	23.7	smokes
39,308	Male	62	0	0	Yes	Private	Urban	145.37	33.3	Unknown
1,275	Male	0.88	0	0	No	children	Urban	112.19	18.9	Unknown
34,336	Male	50	1	0	Yes	Govt_job	Rural	79.73	25.5	smokes
1,505	Male	71	0	1	Yes	Self-employed	Rural	101.13	35.9	formerly smoked
31,887	Female	30	0	0	Yes	Private	Urban	101.98	23.2	Unknown
60,258	Female	80	0	1	Yes	Self-employed	Rural	98.39	22.2	smokes
63,450	Female	64	0	0	Yes	Self-employed	Rural	128.04	34	smokes
35,178	Male	7	0	0	No	children	Urban	98.12	20.4	Unknown
3,099	Female	36	0	0	No	Private	Urban	216.96	34.5	Unknown
43,903	Male	79	0	0	Yes	Self-employed	Rural	94.92	31.9	Unknown
9,013	Female	35	0	0	Yes	Private	Rural	83.27	19.8	formerly smoked
60,158	Female	28	0	0	No	Private	Rural	96.86	29	Unknown
15,579	Male	72	0	0	Yes	Self-employed	Rural	99.73	36.7	formerly smoked
8,563	Female	12	0	0	No	children	Rural	91.71	21.3	Unknown
61,573	Male	25	0	0	No	Private	Rural	65.77	23.7	smokes
43,827	Female	27	0	0	Yes	Private	Urban	161.57	25.7	smokes
43,090	Female	62	1	0	Yes	Self-employed	Rural	74.32	34	never smoked
46,068	Male	58	0	0	No	Self-employed	Rural	170.93	30.7	Unknown
12,469	Female	30	0	0	Yes	Private	Urban	74.43	44.8	never smoked
58,820	Male	56	0	0	Yes	Private	Rural	86.36	27.7	formerly smoked
31,893	Female	28	0	0	Yes	Private	Rural	97.06	23.2	Unknown
45,259	Male	47	0	0	Yes	Private	Rural	110.38	30.1	Unknown
63,779	Female	16	0	0	No	Private	Rural	79.03	29.3	Unknown
71,250	Female	29	0	0	Yes	Private	Rural	62.48	29.5	never smoked
55,051	Male	26	0	0	Yes	Private	Rural	55.62	25.8	never smoked
2,520	Female	26	0	0	Yes	Private	Rural	84.9	26.2	never smoked
3,715	Male	55	0	0	Yes	Private	Rural	232.81	28.8	Unknown
21,206	Female	29	0	0	No	Private	Rural	86.55	29.8	smokes
60,159	Female	29	0	0	No	Govt_job	Rural	118.61	26.5	never smoked
3,113	Female	33	0	0	No	Private	Rural	80.21	27.8	formerly smoked
62,126	Female	19	1	0	No	Private	Rural	65.96	29	never smoked
51,275	Female	10	0	0	No	children	Urban	61.34	19.1	Unknown
3,115	Female	3	0	0	No	children	Urban	116.6	17.1	Unknown
9,986	Female	60	0	0	Yes	Private	Urban	85.13	24.6	Unknown
35,974	Female	16	0	0	No	Private	Rural	86.32	18.3	Unknown
46,488	Male	35	0	0	Yes	Private	Rural	69.22	42.8	never smoked
54,172	Female	41	0	0	Yes	Private	Urban	140.93	46.5	Unknown
21,804	Female	19	0	0	No	Private	Urban	83.43	38.4	Unknown
50,402	Female	79	0	0	Yes	Private	Urban	207.95	26	formerly smoked
36,317	Female	41	0	0	Yes	Private	Rural	134.29	26.8	smokes
44,676	Male	1.64	0	0	No	children	Urban	115.12	21.1	Unknown
3,724	Female	51	0	0	Yes	Govt_job	Urban	86.25	29	never smoked
69,668	Female	33	0	0	Yes	Self-employed	Rural	112.94	43	never smoked

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