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
47,216
Male
47
0
0
Yes
Private
Rural
110.14
30.5
smokes
0
55,591
Male
50
0
0
Yes
Private
Urban
120.44
30.3
never smoked
0
24,381
Male
51
0
1
Yes
Self-employed
Urban
187.47
34.2
never smoked
0
8,037
Male
44
0
1
No
Govt_job
Urban
94.62
34.4
Unknown
0
23,911
Female
39
0
0
No
Private
Rural
89.57
48.1
never smoked
0
31,596
Female
24
0
0
No
Private
Urban
95.31
22.8
never smoked
0
44,647
Male
62
0
0
No
Govt_job
Rural
75.07
30.5
never smoked
0
51,486
Female
61
0
0
Yes
Private
Rural
106.65
35.9
formerly smoked
0
18,263
Female
78
0
0
Yes
Self-employed
Urban
234.06
33.7
never smoked
0
41,930
Male
15
0
0
No
Private
Rural
144.15
24.1
never smoked
0
45,922
Female
23
0
0
No
Private
Urban
58.81
25.4
never smoked
0
52,934
Male
79
0
0
Yes
Self-employed
Urban
242.62
25.5
never smoked
0
18,020
Male
57
0
0
Yes
Private
Urban
93.04
29.2
never smoked
0
2,044
Female
70
0
1
Yes
Self-employed
Rural
65.68
null
Unknown
0
63,467
Male
9
0
0
No
children
Urban
150
17.4
Unknown
0
38,642
Male
55
0
0
Yes
Private
Urban
63.56
29.9
Unknown
0
5,387
Female
82
0
0
No
Private
Rural
96.98
21.5
never smoked
0
68,417
Female
19
0
0
No
Private
Rural
66.7
24.7
never smoked
0
22,477
Male
41
0
0
Yes
Private
Rural
79.66
25.1
Unknown
0
23,968
Female
79
0
0
Yes
Govt_job
Rural
90.16
34.4
never smoked
0
8,111
Female
23
0
0
No
Private
Rural
104.09
27.9
Unknown
0
15,282
Female
77
0
0
Yes
Private
Rural
90.96
31.5
formerly smoked
0
54,395
Female
78
1
0
Yes
Self-employed
Rural
152.38
31.8
never smoked
0
25,408
Female
24
0
0
Yes
Self-employed
Rural
114.54
30.1
smokes
0
69,284
Female
81
1
0
Yes
Self-employed
Urban
174.54
26.4
never smoked
0
28,348
Female
46
0
0
Yes
Private
Rural
106.47
27.2
Unknown
0
46,015
Female
29
0
0
No
Private
Urban
73.63
22.5
smokes
0
69,047
Female
59
0
0
Yes
Govt_job
Urban
98.52
29.8
formerly smoked
0
39,706
Male
41
0
0
Yes
Self-employed
Rural
62.93
26.1
smokes
0
9,143
Female
17
0
0
No
Private
Urban
67.87
24.9
formerly smoked
0
64,879
Female
8
0
0
No
children
Rural
120.43
23.5
Unknown
0
17,130
Female
23
0
0
No
Private
Rural
76.56
30.1
never smoked
0
16,420
Female
45
0
0
Yes
Private
Urban
108.03
37.3
never smoked
0
7,529
Male
67
0
0
Yes
Private
Rural
83.16
25.5
formerly smoked
0
54,022
Female
78
0
0
Yes
Self-employed
Rural
67.9
35.3
never smoked
0
35,660
Male
18
0
0
No
Private
Rural
115.46
27.6
Unknown
0
50,605
Female
35
0
0
Yes
Private
Rural
123.94
28.7
never smoked
0
27,803
Female
54
0
0
Yes
Govt_job
Urban
231.54
29.9
never smoked
0
68,981
Female
71
1
0
Yes
Govt_job
Urban
219.8
34.2
formerly smoked
0
61,505
Female
24
0
0
No
Private
Rural
187.99
24.9
smokes
0
70,677
Male
60
0
0
Yes
Private
Rural
234.45
36.8
formerly smoked
0
49,620
Male
75
0
0
Yes
Private
Rural
75.47
24.5
formerly smoked
0
5,319
Male
48
0
0
Yes
Private
Rural
98.24
34.6
never smoked
0
51,100
Male
62
0
0
Yes
Govt_job
Rural
66.2
30
Unknown
0
163
Female
20
0
0
No
Private
Rural
94.67
28.8
Unknown
0
55,140
Male
69
1
0
No
Private
Urban
75.95
28.6
never smoked
0
52,882
Female
60
0
0
Yes
Govt_job
Rural
111.79
23.6
smokes
0
54,344
Female
12
0
0
No
children
Rural
80.89
20.1
Unknown
0
2,550
Female
28
0
0
Yes
Govt_job
Rural
86.91
21.1
formerly smoked
0
58,610
Female
55
0
0
Yes
Private
Urban
59.36
34.1
smokes
0
16,902
Female
70
0
1
Yes
Self-employed
Urban
240.69
null
smokes
0
60,603
Female
51
0
0
No
Private
Rural
66.67
29.5
never smoked
0
808
Female
16
0
0
No
Private
Rural
87.54
37.8
never smoked
0
61,881
Male
56
0
0
No
Self-employed
Urban
139.87
31.2
smokes
0
41,600
Male
52
0
0
Yes
Private
Rural
67.92
31.1
never smoked
0
12,786
Female
59
0
0
Yes
Private
Urban
83.62
34.2
Unknown
0
11,935
Female
9
0
0
No
children
Rural
110.97
17.7
Unknown
0
44,655
Female
34
0
0
Yes
Private
Rural
70.53
39.2
never smoked
0
48,644
Female
47
0
0
Yes
Self-employed
Rural
115.91
22.2
formerly smoked
0
41,527
Male
46
0
0
Yes
Private
Urban
59.74
29.5
smokes
0
50,975
Male
49
0
0
Yes
Private
Rural
62.64
27
never smoked
0
49,179
Male
10
0
0
No
children
Rural
84.81
16.8
never smoked
0
27,509
Female
76
1
0
Yes
Self-employed
Urban
78.68
23.3
never smoked
0
19,191
Male
82
0
0
Yes
Private
Urban
217.57
33.5
formerly smoked
0
25,149
Female
3
0
0
No
children
Rural
79.76
15.6
Unknown
0
42,626
Female
76
1
0
Yes
Govt_job
Rural
63.28
28.2
never smoked
0
2,578
Male
16
0
0
No
Govt_job
Rural
78.48
22.6
never smoked
0
55,975
Female
44
0
0
Yes
Govt_job
Rural
70.48
20.2
never smoked
0
62,182
Female
17
0
0
No
Private
Rural
120.96
22.2
formerly smoked
0
12,037
Female
73
0
0
Yes
Self-employed
Rural
77.29
22.6
never smoked
0
21,963
Male
31
0
0
Yes
Private
Urban
108.51
26.7
Unknown
0
26,250
Male
17
0
0
No
Self-employed
Urban
113.85
22.9
Unknown
0
13,960
Female
18
0
0
No
Never_worked
Urban
97.65
21.5
Unknown
0
56,573
Male
73
0
0
Yes
Private
Rural
121.83
30.3
formerly smoked
0
10,659
Female
8
0
0
No
children
Urban
81.53
14.8
Unknown
0
50,763
Male
42
0
0
Yes
Govt_job
Urban
58.35
24.3
never smoked
0
62,075
Female
40
0
0
Yes
Private
Urban
65.42
17.4
formerly smoked
0
10,119
Male
79
0
0
Yes
Private
Rural
69.34
29
never smoked
0
48,127
Male
53
0
0
Yes
Self-employed
Urban
109.09
26.3
smokes
0
65,892
Female
58
0
0
Yes
Self-employed
Urban
66.71
51.7
never smoked
0
33,370
Female
48
0
0
Yes
Private
Rural
114.92
29.2
Unknown
0
59,049
Female
17
0
0
No
Private
Rural
120.58
18.3
never smoked
0
53,896
Female
23
0
0
No
Private
Rural
165.36
21.9
smokes
0
21,980
Male
9
0
0
No
children
Urban
66.11
16.3
Unknown
0
70,497
Female
81
1
1
Yes
Private
Rural
126.34
27.4
smokes
0
58,652
Female
16
0
0
No
Never_worked
Rural
68.27
20.4
never smoked
0
30,335
Male
21
0
0
No
Private
Rural
92.86
23.2
never smoked
0
26,305
Male
29
0
0
No
Self-employed
Rural
96.77
30.3
formerly smoked
0
31,227
Male
8
0
0
No
children
Rural
89.24
16.7
Unknown
0
5,581
Female
39
0
0
Yes
Private
Rural
89.32
31
formerly smoked
0
1,989
Male
37
0
0
Yes
Private
Rural
107.06
null
smokes
0
43,803
Female
64
0
0
Yes
Private
Urban
65.63
33.5
smokes
0
41,395
Male
9
0
0
No
children
Urban
123.66
17
Unknown
0
71,784
Male
17
0
0
No
Private
Rural
63.82
19.4
smokes
0
57,979
Male
8
0
0
No
children
Rural
108.06
14.6
Unknown
0
54,437
Male
62
0
0
Yes
Self-employed
Rural
136.18
32.2
Unknown
0
67,159
Male
73
1
0
No
Govt_job
Urban
71.29
37.7
never smoked
0
7,230
Male
48
0
0
Yes
Govt_job
Rural
76.58
27.4
never smoked
0
68,306
Male
17
0
0
No
Private
Rural
119.58
25
never smoked
0
33,087
Female
10
0
0
No
children
Urban
109.3
20.1
Unknown
0