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
27,323	Female	67	0	0	Yes	Self-employed	Urban	68.61	31.9	never smoked
57,854	Male	1.64	0	0	No	children	Urban	56.3	19.7	Unknown
18,414	Female	23	0	0	No	Private	Rural	193.22	null	smokes
72,836	Female	59	0	0	Yes	Private	Urban	65.98	31.1	Unknown
17,708	Male	62	0	0	Yes	Govt_job	Rural	204.57	34.4	Unknown
66,321	Male	47	0	0	Yes	Govt_job	Urban	64.99	33.2	never smoked
53,817	Female	71	1	0	Yes	Self-employed	Rural	66.12	null	never smoked
66,678	Female	22	0	0	No	Private	Urban	73.4	21.6	never smoked
56,734	Male	33	0	0	Yes	Govt_job	Urban	82.83	25.4	Unknown
32,240	Female	27	0	0	No	Private	Urban	93.55	41.6	never smoked
28,127	Female	44	0	0	Yes	Private	Rural	90.4	33.1	formerly smoked
20,347	Female	18	0	0	No	Private	Rural	98.1	21.8	never smoked
40,824	Male	47	0	0	Yes	Private	Rural	142.02	30	Unknown
38,678	Female	66	0	0	Yes	Self-employed	Rural	251.46	35.2	smokes
29,380	Female	42	1	0	Yes	Private	Rural	89.96	35.6	never smoked
809	Male	13	0	0	No	children	Urban	71.73	null	Unknown
65,453	Female	56	1	0	Yes	Govt_job	Urban	82.44	27.8	smokes
9,415	Female	69	0	0	Yes	Self-employed	Urban	80.85	29.3	formerly smoked
30,989	Female	65	0	0	Yes	Self-employed	Rural	220.52	37.2	smokes
65,258	Male	53	0	0	Yes	Private	Urban	86.73	26.1	Unknown
67,052	Female	36	0	0	Yes	Private	Urban	76.93	21.6	never smoked
62,756	Female	69	0	0	Yes	Self-employed	Urban	113.1	22.7	never smoked
69,224	Male	19	0	0	No	Private	Rural	96.84	30.2	formerly smoked
13,323	Male	3	0	0	No	children	Urban	100.91	18	Unknown
59,940	Male	15	0	0	No	children	Urban	116.5	27.8	Unknown
49,042	Female	59	1	0	No	Private	Rural	57.26	23.5	never smoked
66,362	Female	61	0	0	Yes	Private	Urban	129.31	41.2	Unknown
46,093	Female	28	0	0	Yes	Private	Rural	56.47	22.7	never smoked
10,370	Male	52	0	0	Yes	Govt_job	Urban	86.06	29.2	formerly smoked
156	Female	33	0	0	Yes	Private	Rural	86.97	42.2	never smoked
11,105	Male	80	0	0	Yes	Private	Urban	78.78	24	formerly smoked
22,363	Female	47	0	0	Yes	Private	Rural	195.04	45.5	never smoked
46,072	Male	2	0	0	No	children	Rural	103.25	19.4	Unknown
65,667	Female	48	0	0	Yes	Private	Rural	134.59	28.2	smokes
47,848	Male	1.56	0	0	No	children	Rural	93.74	20.1	Unknown
71,440	Female	26	0	0	Yes	Private	Urban	90.66	27.2	Unknown
35,231	Male	62	0	0	Yes	Govt_job	Urban	91.68	26.5	Unknown
59,734	Male	1.72	0	0	No	children	Urban	75.79	17.6	Unknown
1,893	Female	38	0	0	Yes	Private	Urban	91.68	42.8	formerly smoked
32,733	Female	28	0	0	Yes	Private	Rural	106.68	29.3	never smoked
34,728	Female	67	0	0	Yes	Private	Rural	82.31	21.3	never smoked
30,352	Male	57	0	0	Yes	Private	Rural	90.06	29.8	Unknown
61,338	Female	40	0	0	Yes	Private	Rural	65.47	24.1	smokes
59,275	Male	10	0	0	No	children	Rural	58.03	35.2	Unknown
45,497	Female	55	0	0	No	Private	Rural	83.09	18.8	never smoked
19,996	Female	7	0	0	No	children	Urban	88.6	17.4	Unknown
50,371	Male	56	0	0	Yes	Private	Urban	63.18	31.5	Unknown
32,687	Male	37	0	0	Yes	Private	Rural	78.42	29.9	never smoked
35,295	Male	69	0	0	Yes	Private	Urban	65.08	27.3	formerly smoked
15,746	Female	45	0	0	Yes	Govt_job	Urban	79.47	28.1	never smoked
31,517	Female	28	0	0	Yes	Private	Rural	95.52	28.9	never smoked
43,268	Female	52	1	0	No	Private	Urban	73	25.2	smokes
54,540	Male	46	0	0	Yes	Private	Rural	138.07	24.3	never smoked
20,973	Male	45	0	0	Yes	Govt_job	Rural	86.99	37.9	never smoked
56,245	Female	21	0	0	No	Private	Urban	112.07	28.2	never smoked
9,225	Male	4	0	0	No	children	Rural	105.76	18.4	Unknown
45,955	Female	45	0	0	Yes	Private	Urban	55.67	23.1	smokes
3,532	Female	71	0	0	Yes	Private	Urban	90.55	39.4	formerly smoked
41,291	Female	46	0	0	Yes	Private	Rural	218.65	29.5	never smoked
53,943	Female	3	0	0	No	children	Rural	111.21	18.3	Unknown
52,550	Female	79	0	0	Yes	Govt_job	Urban	83.56	28.7	smokes
47,414	Female	71	1	0	Yes	Private	Urban	116.76	32.9	formerly smoked
38,804	Male	74	0	0	Yes	Private	Rural	83.5	26.7	Unknown
72,861	Female	52	0	0	Yes	Private	Urban	69.3	20.1	never smoked
53,276	Female	49	0	0	Yes	Private	Urban	67.55	17.6	formerly smoked
30,944	Female	32	0	0	Yes	Private	Rural	80.28	43.7	never smoked
33,622	Male	62	1	0	Yes	Private	Urban	211.49	41.1	Unknown
26,191	Female	78	0	0	No	Private	Urban	67.96	26.8	Unknown
69,312	Female	48	0	0	Yes	Self-employed	Urban	99.29	31.2	never smoked
39,661	Male	18	0	0	Yes	Private	Rural	140.52	27.4	never smoked
20,162	Female	80	0	0	Yes	Private	Rural	75.62	25.1	smokes
48,989	Female	34	0	0	No	Govt_job	Rural	120.06	33	never smoked
30,411	Female	40	0	0	No	Private	Rural	117.45	30.7	smokes
47,735	Female	59	0	0	Yes	Private	Rural	224.71	42.9	never smoked
51,162	Female	11	0	0	No	children	Rural	122.75	14.3	Unknown
8,598	Female	35	0	0	Yes	Govt_job	Urban	82.39	33.2	never smoked
57,347	Female	29	0	0	No	Govt_job	Rural	57.02	43	formerly smoked
4,683	Male	23	0	0	No	Private	Urban	115.98	22.3	never smoked
55,775	Female	59	0	0	Yes	Private	Rural	226.11	32.8	formerly smoked
32,645	Female	44	0	0	Yes	Private	Rural	97.59	30.5	smokes
46,643	Female	62	0	0	Yes	Private	Rural	82.57	36	formerly smoked
782	Female	32	0	0	No	Private	Urban	79.34	26.5	formerly smoked
63,565	Female	2	0	0	No	children	Rural	125.68	20.1	Unknown
13,602	Male	73	1	0	Yes	Self-employed	Rural	102.06	null	Unknown
28,326	Female	79	0	0	Yes	Private	Urban	65.59	28.1	never smoked
26,389	Female	2	0	0	No	children	Urban	120.85	16.2	Unknown
16,906	Male	43	0	0	Yes	Govt_job	Urban	101.65	30	never smoked
35,140	Male	43	0	0	Yes	Govt_job	Urban	210.94	31.3	never smoked
16,837	Male	62	1	0	Yes	Private	Rural	77.92	26.7	never smoked
2,750	Male	73	1	1	Yes	Self-employed	Rural	230.68	37.7	Unknown
47,585	Female	31	0	0	No	Self-employed	Urban	62.68	35.8	never smoked
37,404	Male	42	0	0	Yes	Private	Urban	55.22	27	never smoked
39,518	Female	20	0	0	No	Private	Rural	78.94	20.7	never smoked
70,678	Female	55	0	1	No	Private	Rural	109.69	22.2	smokes
542	Female	3	0	0	No	children	Urban	79.63	null	Unknown
38,649	Female	23	0	0	No	Private	Rural	79.33	41.5	never smoked
53,266	Female	33	0	0	Yes	Private	Urban	79.91	33.5	never smoked
26,031	Female	14	0	0	No	Private	Rural	84.46	21.8	Unknown
1,191	Female	79	0	1	Yes	Private	Urban	68.4	22.1	formerly smoked
36,820	Male	64	1	0	Yes	Private	Rural	78.43	30.2	smokes

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