Datasets:
Nnaodeh
/
Stroke_Prediction_Dataset

Dataset card Data Studio Files
xet
Community
1
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
stroke
int64
0
1
8,544
Female
24
0
0
No
Self-employed
Rural
115.03
23.4
never smoked
0
27,377
Male
53
0
0
Yes
Private
Rural
79.87
30.9
never smoked
0
3,361
Female
39
0
0
Yes
Govt_job
Rural
97.89
23.6
never smoked
0
61,408
Male
23
0
0
No
Never_worked
Urban
125.26
18.7
never smoked
0
33,552
Male
31
0
0
Yes
Private
Rural
114.32
27.7
smokes
0
31,364
Male
5
0
0
No
children
Urban
92.23
16.7
Unknown
0
7,446
Male
44
0
0
Yes
Private
Urban
83.51
31.2
never smoked
0
9,906
Female
1.8
0
0
No
children
Urban
102.34
17
Unknown
0
65,130
Male
40
0
0
Yes
Private
Rural
144.48
29.8
smokes
0
27,794
Male
7
0
0
No
children
Rural
88.39
19.7
Unknown
0
48,993
Female
56
0
0
Yes
Private
Rural
228.08
29.1
Unknown
0
30,753
Male
42
0
0
Yes
Govt_job
Urban
93.79
27.2
never smoked
0
46,809
Male
48
0
0
Yes
Private
Rural
147.14
22.3
Unknown
0
22,853
Male
82
0
0
No
Self-employed
Rural
106.43
27
smokes
0
12,465
Female
52
0
0
No
Private
Rural
88.04
42.1
never smoked
0
64,849
Female
42
0
0
Yes
Private
Urban
92.2
34.2
Unknown
0
39,659
Female
73
0
0
Yes
Govt_job
Urban
219.53
40.9
never smoked
0
24,183
Female
55
0
0
Yes
Govt_job
Rural
75.56
29.4
smokes
0
71,533
Male
50
0
0
Yes
Private
Urban
158.31
32.8
formerly smoked
0
35,565
Male
43
0
0
Yes
Private
Urban
111.43
21.9
smokes
0
34,558
Male
33
0
0
Yes
Private
Rural
219.97
39.6
never smoked
0
42,553
Female
80
0
0
Yes
Private
Rural
148.91
28.3
never smoked
0
39,601
Female
33
0
0
Yes
Private
Urban
69.4
47.8
never smoked
0
46,891
Female
74
0
0
Yes
Private
Rural
68.34
39.3
Unknown
0
38,987
Male
65
0
1
Yes
Self-employed
Urban
58.37
28
smokes
0
21,886
Female
40
0
0
Yes
Private
Urban
71.2
27.1
never smoked
0
5,353
Male
52
0
1
No
Private
Rural
101.5
31.2
smokes
0
44,300
Female
66
0
0
Yes
Govt_job
Urban
92.04
23.1
never smoked
0
48,144
Female
20
0
0
No
Govt_job
Rural
73
20.8
never smoked
0
46,218
Female
51
0
0
Yes
Self-employed
Urban
111.15
34.1
smokes
0
39,745
Female
60
0
0
Yes
Self-employed
Rural
58.65
30.1
never smoked
0
13,517
Male
59
0
0
Yes
Private
Urban
100.54
35.8
never smoked
0
36,355
Male
58
0
0
Yes
Govt_job
Rural
111.73
34.6
never smoked
0
22,678
Female
42
0
0
Yes
Govt_job
Urban
97.78
29.8
Unknown
0
2,532
Male
28
0
0
No
Private
Rural
85.79
26.7
Unknown
0
52,512
Male
57
0
0
Yes
Private
Rural
98.54
30.2
never smoked
0
3,579
Female
66
0
1
Yes
Private
Urban
94.62
29.7
formerly smoked
0
3,130
Female
56
0
0
Yes
Private
Rural
112.43
54.6
never smoked
0
5,545
Male
48
0
0
Yes
Self-employed
Urban
99.67
23.3
formerly smoked
0
63,693
Male
37
0
0
No
Private
Urban
67.39
35.6
Unknown
0
34,363
Female
27
0
0
Yes
Private
Urban
95.12
27
never smoked
0
23,650
Male
15
0
0
No
children
Rural
85.06
21.6
never smoked
0
53,515
Male
61
0
0
Yes
Private
Rural
214.05
29.4
formerly smoked
0
33,528
Female
80
0
1
Yes
Self-employed
Urban
79.09
22.8
never smoked
0
23,046
Female
43
0
0
Yes
Self-employed
Urban
98.09
17.3
never smoked
0
11,068
Male
53
0
0
Yes
Self-employed
Urban
76.36
29.8
Unknown
0
62,233
Female
70
0
0
No
Self-employed
Urban
98.42
36.4
formerly smoked
0
7,291
Female
58
0
0
No
Private
Urban
82.01
34.7
formerly smoked
0
36,814
Female
49
0
0
Yes
Private
Rural
56.11
28.7
smokes
0
48,265
Male
65
0
0
Yes
Govt_job
Rural
111.85
26.7
never smoked
0
10,139
Female
54
0
0
Yes
Self-employed
Urban
92.39
22.1
never smoked
0
12,662
Male
74
1
0
Yes
Self-employed
Urban
112.54
27.7
formerly smoked
0
43,174
Female
56
0
0
Yes
Private
Urban
63.71
40.5
formerly smoked
0
72,823
Female
79
0
0
Yes
Private
Urban
70.35
23
formerly smoked
0
30,567
Male
71
1
0
Yes
Private
Urban
94.65
25.3
formerly smoked
0
41,927
Female
28
0
0
Yes
Private
Rural
64.64
22.1
never smoked
0
54,866
Female
9
0
0
No
children
Rural
57.27
28
Unknown
0
20,364
Female
4
0
0
No
children
Urban
107.25
12
Unknown
0
21,117
Female
36
0
0
No
Self-employed
Rural
77.12
28.4
never smoked
0
50,491
Male
78
0
0
Yes
Self-employed
Urban
55.32
29.6
smokes
0
61,013
Male
52
0
0
No
Private
Rural
69.37
36.2
Unknown
0
71,010
Female
80
0
0
No
Self-employed
Urban
57.57
22.8
never smoked
0
23,551
Male
28
0
0
Yes
Private
Urban
87.43
55.7
Unknown
0
10,997
Female
38
0
0
Yes
Private
Rural
98.73
24.3
never smoked
0
12,738
Male
56
0
0
Yes
Private
Rural
81.18
26.9
never smoked
0
57,772
Female
75
0
0
Yes
Govt_job
Rural
56.23
25.3
never smoked
0
16,615
Male
76
1
0
Yes
Self-employed
Rural
69.61
35.3
never smoked
0
62,999
Male
10
0
0
No
children
Rural
59.49
18.3
Unknown
0
68,995
Female
48
1
0
No
Private
Rural
118.14
null
formerly smoked
0
66,184
Male
40
0
0
Yes
Govt_job
Rural
100.26
26
Unknown
0
53,010
Male
82
0
0
Yes
Self-employed
Rural
56.75
21
never smoked
0
967
Male
61
0
1
Yes
Private
Urban
88.27
null
never smoked
0
31,145
Female
17
0
0
No
Private
Urban
67.81
55.7
never smoked
0
54,338
Female
58
0
0
Yes
Govt_job
Rural
77.46
27.6
never smoked
0
22,870
Male
12
0
0
No
children
Urban
76.26
20.5
never smoked
0
13,223
Female
53
0
0
Yes
Govt_job
Rural
86.39
30.2
never smoked
0
57,523
Female
26
0
0
Yes
Private
Urban
116.38
21.9
formerly smoked
0
67,932
Female
48
0
0
Yes
Private
Rural
75.74
28.8
smokes
0
10,255
Male
25
0
0
Yes
Private
Rural
92.14
36.2
Unknown
0
68,131
Female
27
0
0
No
Private
Rural
149.95
25.9
never smoked
0
29,873
Male
31
1
0
Yes
Govt_job
Urban
92.11
null
never smoked
0
54,182
Female
16
0
0
No
Private
Rural
74.98
21.4
never smoked
0
61,300
Male
20
0
0
No
Private
Urban
55.25
20.4
never smoked
0
15,274
Female
2
0
0
No
children
Rural
79.89
31.6
Unknown
0
53,016
Female
1.8
0
0
No
children
Urban
130.61
14.4
Unknown
0
28,848
Male
28
0
0
No
Private
Urban
94.26
23.7
Unknown
0
27,012
Male
32
0
0
No
Private
Urban
94.34
30.2
formerly smoked
0
7,745
Female
35
0
0
Yes
Private
Urban
109.03
19.5
formerly smoked
0
20,541
Female
52
1
0
Yes
Private
Rural
81.03
32.6
never smoked
0
5,892
Female
55
1
0
Yes
Private
Rural
99.82
34.2
never smoked
0
66,883
Female
42
0
0
Yes
Self-employed
Urban
140.08
43
never smoked
0
43,196
Female
52
0
0
Yes
Self-employed
Urban
59.54
42.2
Unknown
0
12,593
Female
18
0
0
No
Private
Urban
80.33
19.7
never smoked
0
51,514
Female
13
0
0
No
children
Urban
131.51
41.7
never smoked
0
15,553
Female
45
0
0
Yes
Private
Rural
89.21
21.6
formerly smoked
0
45,796
Female
29
0
0
Yes
Private
Rural
91.45
24.2
never smoked
0
31,840
Female
12
0
0
No
children
Rural
90.58
19.2
Unknown
0
58,767
Female
37
0
0
Yes
Private
Urban
91.45
25.8
Unknown
0
14,391
Female
30
0
0
Yes
Private
Rural
89.63
23.2
smokes
0
22,321
Female
44
0
0
Yes
Private
Urban
124.06
20.8
never smoked
0