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
51,125
Female
66
0
0
Yes
Private
Urban
89.7
34.9
smokes
0
29,077
Female
77
0
0
Yes
Private
Rural
95.1
35
never smoked
0
4,970
Male
79
0
0
Yes
Self-employed
Rural
112.64
28.5
formerly smoked
0
58,291
Female
52
0
0
Yes
Private
Rural
79.8
32.3
formerly smoked
0
18,616
Female
41
0
0
Yes
Private
Urban
82.2
23.9
Unknown
0
99
Female
31
0
0
No
Private
Urban
108.89
52.3
Unknown
0
55,529
Male
39
0
0
Yes
Private
Rural
114.32
26.4
never smoked
0
12,204
Female
51
0
0
No
Govt_job
Rural
116.14
20.9
never smoked
0
21,397
Female
40
0
0
Yes
Govt_job
Urban
122.74
23.3
Unknown
0
64,633
Female
48
0
0
Yes
Private
Urban
94.04
32.7
never smoked
0
23,016
Male
55
0
0
Yes
Private
Rural
86.6
26.5
never smoked
0
18,412
Male
41
0
0
Yes
Private
Rural
82.32
27.9
Unknown
0
67,412
Female
39
0
0
Yes
Private
Rural
83.83
30.3
never smoked
0
37,545
Male
41
0
0
No
Govt_job
Urban
106.98
27.6
never smoked
0
10,324
Female
5
0
0
No
children
Urban
93.88
14.6
Unknown
0
14,491
Male
38
0
0
Yes
Govt_job
Urban
70.53
40.9
smokes
0
64,582
Male
40
1
0
Yes
Govt_job
Rural
212.01
28.4
never smoked
0
25,514
Male
12
0
0
No
children
Rural
65.88
23.7
Unknown
0
7,663
Male
20
0
0
No
Govt_job
Rural
106.97
27.9
formerly smoked
0
66,220
Male
53
0
0
Yes
Private
Urban
126.35
25.2
never smoked
0
71,793
Female
21
0
0
No
Private
Urban
129.16
34.4
Unknown
0
25,458
Female
70
1
0
Yes
Govt_job
Rural
88.66
36.7
formerly smoked
0
69,645
Male
61
0
0
Yes
Govt_job
Rural
112.95
22.2
formerly smoked
0
53,695
Male
70
0
0
Yes
Govt_job
Urban
81.59
27.2
never smoked
0
26,692
Female
38
0
0
Yes
Govt_job
Rural
76.82
27.3
never smoked
0
33,400
Male
59
0
0
Yes
Govt_job
Rural
73.75
27.3
smokes
0
67,078
Female
36
1
0
Yes
Private
Urban
91.56
42.2
never smoked
0
32,352
Female
31
0
0
Yes
Govt_job
Rural
104.55
26.4
never smoked
0
22,540
Female
65
0
0
Yes
Govt_job
Urban
84.84
39.4
Unknown
0
26,999
Male
61
1
1
Yes
Govt_job
Rural
86.06
34.8
never smoked
0
65,218
Male
2
0
0
No
children
Rural
109.1
20
Unknown
0
30,102
Male
52
0
0
Yes
Private
Rural
68.35
34.1
never smoked
0
49,521
Female
33
0
0
Yes
Private
Urban
121.04
31.4
Unknown
0
54,643
Male
5
0
0
No
children
Rural
160.83
17.8
Unknown
0
29,134
Female
32
0
0
Yes
Private
Rural
85.62
46.1
smokes
0
68,281
Female
54
0
0
Yes
Govt_job
Urban
74.23
28.1
formerly smoked
0
40,350
Female
51
0
0
No
Private
Urban
110.76
24.7
formerly smoked
0
33,410
Female
39
0
0
No
Govt_job
Urban
79.44
22.7
never smoked
0
39,375
Female
40
0
0
Yes
Private
Rural
119.52
34.6
never smoked
0
2,543
Female
19
0
0
Yes
Private
Rural
90.42
21.4
never smoked
0
45,289
Female
9
0
0
No
children
Urban
109.32
27.4
Unknown
0
12,106
Male
53
1
0
Yes
Govt_job
Rural
78.16
36.6
never smoked
0
10,792
Female
23
0
0
No
Private
Rural
79.13
32.9
formerly smoked
0
19,153
Female
19
0
0
No
Self-employed
Urban
84.06
24.7
never smoked
0
47,876
Male
1
0
0
No
children
Rural
89.3
21.4
Unknown
0
25,283
Female
48
0
0
Yes
Private
Urban
69.21
33.1
never smoked
0
12,270
Male
71
0
0
Yes
Govt_job
Rural
186.45
26.7
never smoked
0
49,949
Male
44
0
0
Yes
Private
Urban
58.47
24.4
never smoked
0
50,826
Female
53
0
0
Yes
Govt_job
Rural
189.49
25.8
Unknown
0
28,681
Female
70
1
0
Yes
Self-employed
Urban
99.6
34.3
formerly smoked
0
41,615
Female
1.4
0
0
No
children
Rural
126.18
18.1
Unknown
0
14,147
Male
49
0
0
Yes
Private
Urban
186.32
43.8
smokes
0
41,537
Female
17
0
0
No
Private
Rural
62.49
26.9
never smoked
0
62,332
Female
40
0
0
Yes
Private
Rural
74.51
36.6
never smoked
0
25,488
Female
46
0
0
Yes
Self-employed
Urban
94.63
24.9
never smoked
0
45,759
Female
32
0
0
Yes
Private
Rural
91.98
27.6
smokes
0
71,929
Male
2
0
0
No
children
Rural
56.77
20.9
Unknown
0
14,807
Female
40
0
0
Yes
Private
Urban
75.87
30.3
never smoked
0
16,110
Female
19
0
0
No
Private
Rural
77.19
37.4
smokes
0
40,970
Male
43
0
0
Yes
Private
Urban
135.75
35.9
smokes
0
28,933
Female
46
0
0
Yes
Private
Rural
100.15
50.3
smokes
0
11,709
Male
71
0
0
No
Private
Urban
95.08
31.5
never smoked
0
37,154
Female
31
0
0
Yes
Private
Urban
125.38
24.4
smokes
0
16,809
Male
41
0
0
Yes
Private
Urban
111.71
38.9
formerly smoked
0
13,907
Male
65
0
0
Yes
Self-employed
Rural
94.64
28.6
never smoked
0
2,314
Male
52
0
0
Yes
Private
Urban
226.7
null
smokes
0
70,380
Female
20
0
0
No
Private
Urban
112.96
27.5
never smoked
0
63,058
Female
77
0
1
Yes
Private
Rural
183.1
null
never smoked
0
54,071
Female
51
0
0
Yes
Private
Urban
105.36
43.7
Unknown
0
67,405
Female
37
0
0
Yes
Private
Urban
84.13
27
never smoked
0
28,024
Male
49
0
0
Yes
Private
Rural
102.47
29.3
formerly smoked
0
11,730
Female
62
1
0
Yes
Govt_job
Rural
77.04
34.7
never smoked
0
2,549
Female
17
0
0
No
Private
Rural
83.23
null
never smoked
0
17,245
Female
28
0
0
Yes
Private
Rural
87.01
39.9
never smoked
0
70,852
Male
80
0
0
Yes
Private
Rural
56.99
26.7
never smoked
0
60,957
Male
45
0
0
Yes
Private
Rural
73.01
24.8
formerly smoked
0
19,742
Female
37
0
0
Yes
Private
Urban
106.35
29.7
never smoked
0
10,782
Female
3
0
0
No
children
Rural
80.63
15.9
Unknown
0
61,742
Male
26
0
0
No
Private
Urban
103.61
31.4
never smoked
0
4,808
Female
71
0
0
Yes
Self-employed
Urban
91.35
null
formerly smoked
0
13,571
Male
58
0
0
Yes
Govt_job
Urban
194.04
27.8
never smoked
0
49,928
Female
59
0
0
Yes
Govt_job
Rural
111.99
35.5
formerly smoked
0
52,688
Male
74
1
0
Yes
Private
Rural
57.51
31.7
smokes
0
24,099
Male
17
0
0
No
Private
Rural
68.49
33.2
never smoked
0
65,698
Female
62
0
0
Yes
Private
Urban
60.2
27.7
formerly smoked
0
47,885
Male
37
0
0
Yes
Self-employed
Urban
160
31.9
formerly smoked
0
13,948
Female
19
0
0
No
Never_worked
Urban
86.96
25.8
never smoked
0
17,351
Female
59
0
0
Yes
Private
Rural
237.15
27.7
never smoked
0
820
Female
59
1
0
Yes
Private
Rural
99.06
23.4
never smoked
0
55,721
Male
62
0
1
Yes
Self-employed
Urban
56.31
24.3
formerly smoked
0
72,310
Male
80
1
1
Yes
Self-employed
Urban
84.31
30.3
smokes
0
24,115
Female
54
0
0
Yes
Private
Rural
90.92
29.1
never smoked
0
65,766
Female
27
0
0
No
Private
Rural
104.33
20.1
never smoked
0
42,482
Female
4
0
0
No
children
Urban
62.61
21.2
Unknown
0
25,627
Male
81
1
0
Yes
Self-employed
Urban
231.19
31.6
formerly smoked
0
7,122
Female
41
0
0
No
Private
Rural
94.3
41.6
Unknown
0
48,755
Male
27
0
0
Yes
Private
Rural
104.48
36.4
smokes
0
33,551
Female
51
1
0
Yes
Private
Urban
72.62
30.5
never smoked
0
62,716
Female
59
0
0
Yes
Self-employed
Urban
81.64
32.8
Unknown
0
68,438
Female
51
0
0
Yes
Private
Rural
90.78
32.3
never smoked
0