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
38,184
Female
79
1
0
Yes
Private
Rural
99.47
28.4
never smoked
0
13,997
Male
38
0
0
Yes
Private
Urban
88.97
30.2
never smoked
0
41,673
Female
45
0
0
Yes
Private
Rural
80.93
23.1
never smoked
0
27,796
Female
66
0
0
Yes
Private
Urban
102.07
16.7
smokes
0
18,390
Female
19
0
0
No
Private
Rural
91.69
39.5
Unknown
0
63,409
Female
49
0
0
Yes
Private
Urban
63.71
33.8
smokes
0
9,752
Female
66
0
0
Yes
Govt_job
Rural
200.49
34.6
smokes
0
72,882
Male
47
0
0
Yes
Private
Rural
75.3
25
formerly smoked
0
49,744
Female
59
0
0
Yes
Private
Urban
240.71
43.9
formerly smoked
0
49,086
Female
23
0
0
No
Private
Urban
60.5
27.1
formerly smoked
0
40,866
Female
79
0
0
Yes
Self-employed
Rural
131.85
25.9
Unknown
0
47,523
Female
37
0
0
No
Self-employed
Rural
134.39
22.7
formerly smoked
0
63,561
Male
78
0
0
Yes
Private
Urban
56.18
27.1
never smoked
0
51,422
Female
70
1
0
Yes
Private
Rural
113.64
25.6
formerly smoked
0
56,870
Female
34
0
0
No
Private
Rural
156.57
28.4
Unknown
0
3,590
Female
28
1
0
No
Private
Rural
80.4
57.5
never smoked
0
60,665
Male
29
0
0
No
Private
Urban
59.26
35.8
smokes
0
40,791
Female
13
0
0
No
children
Rural
63.26
19.5
Unknown
0
54,304
Female
22
0
0
Yes
Private
Urban
86.24
31.2
never smoked
0
22,485
Male
56
0
0
Yes
Private
Urban
197.1
43.6
formerly smoked
0
18,430
Female
81
0
0
Yes
Self-employed
Urban
90.9
31.2
formerly smoked
0
19,234
Female
28
0
0
No
Private
Rural
84.59
23.5
Unknown
0
52,454
Male
9
0
0
No
children
Rural
121.8
18.7
Unknown
0
13,365
Male
50
0
0
Yes
Private
Rural
77.65
24.4
smokes
0
60,983
Male
70
0
0
Yes
Private
Urban
64.41
29.4
smokes
0
14,615
Female
30
0
0
No
Private
Urban
75.19
37
smokes
0
50,277
Female
51
0
0
Yes
Self-employed
Rural
67.97
29.4
smokes
0
50,811
Male
24
0
0
No
Private
Urban
119.34
38.5
never smoked
0
16,575
Male
17
0
0
No
Private
Rural
94.92
23.5
never smoked
0
1,246
Female
43
0
0
Yes
Govt_job
Rural
107.42
null
never smoked
0
11,176
Male
9
0
0
No
children
Rural
85.02
16.3
Unknown
0
30,712
Male
50
0
0
Yes
Private
Urban
103.51
35.9
never smoked
0
31,308
Female
49
0
0
Yes
Private
Urban
114.5
35.9
formerly smoked
0
9,612
Male
6
0
0
No
children
Urban
70.78
20.3
Unknown
0
3,325
Male
30
0
0
Yes
Self-employed
Rural
95.01
32.3
smokes
0
52,808
Male
73
0
0
Yes
Private
Urban
84.11
27.9
never smoked
0
41,513
Female
20
0
0
Yes
Private
Urban
74.02
22.3
never smoked
0
36,109
Male
42
0
0
Yes
Private
Urban
78.49
31.8
smokes
0
53,336
Female
79
0
0
Yes
Govt_job
Urban
74.22
29.7
Unknown
0
56,831
Female
55
0
0
Yes
Private
Urban
55.34
27.1
smokes
0
52,580
Female
27
0
0
No
Private
Rural
75.04
24.5
never smoked
0
55,592
Male
71
0
0
Yes
Private
Rural
109.73
28.9
never smoked
0
33,723
Female
9
0
0
No
children
Urban
95.81
null
Unknown
0
26,235
Male
23
0
0
No
Private
Rural
96.78
24.6
smokes
0
16,685
Female
71
1
0
Yes
Private
Urban
194.62
31.6
never smoked
0
44,583
Female
56
0
1
Yes
Private
Rural
70.02
32.3
never smoked
0
25,315
Male
31
0
0
Yes
Private
Urban
222.21
41.1
smokes
0
58,227
Female
64
0
0
Yes
Govt_job
Rural
62.41
30
never smoked
0
60,810
Male
46
0
0
Yes
Self-employed
Urban
55.83
26.4
never smoked
0
34,612
Male
55
0
0
Yes
Govt_job
Rural
65.12
30
never smoked
0
8,320
Male
2
0
0
No
children
Rural
73.62
20.8
Unknown
0
25,595
Female
58
1
0
Yes
Private
Urban
85.83
44
formerly smoked
0
30,550
Female
78
0
0
No
Private
Urban
103.86
30.6
Unknown
0
49,529
Female
1.16
0
0
No
children
Urban
60.98
17.2
Unknown
0
13,367
Female
35
0
0
Yes
Private
Rural
82.69
29.1
Unknown
0
33,585
Female
64
0
0
Yes
Private
Rural
250.2
27.4
Unknown
0
49,785
Female
18
0
0
No
Private
Rural
128.97
23.5
Unknown
0
6,886
Male
19
0
0
No
Private
Rural
84.31
31.8
never smoked
0
38,609
Male
47
0
0
Yes
Govt_job
Rural
74.8
23.5
never smoked
0
22,159
Female
54
1
0
No
Private
Urban
97.06
28.5
formerly smoked
0
37,413
Female
39
0
0
Yes
Private
Urban
77.54
32.7
Unknown
0
4,169
Female
37
0
0
No
Private
Rural
92.78
54.2
never smoked
0
40,055
Female
17
0
0
No
Private
Rural
173.43
25.6
smokes
0
18,888
Female
20
0
0
Yes
Private
Urban
79.08
41.2
never smoked
0
45,283
Female
31
0
0
Yes
Private
Urban
106.18
27
smokes
0
42,503
Female
56
0
0
Yes
Private
Rural
114.21
21.3
never smoked
0
23,645
Female
31
0
0
No
Private
Rural
91.08
34.3
never smoked
0
62,382
Male
82
0
0
Yes
Private
Urban
105.77
29.5
Unknown
0
59,521
Male
33
0
0
Yes
Private
Rural
74.88
31.6
smokes
0
55,386
Male
42
0
0
Yes
Private
Rural
123.15
26.1
smokes
0
22,685
Male
20
0
0
No
Private
Rural
184.25
27.5
never smoked
0
46,745
Male
22
0
0
Yes
Govt_job
Rural
117.69
26.5
never smoked
0
72,547
Male
61
0
0
Yes
Private
Rural
55.26
33.2
Unknown
0
26,973
Female
31
0
0
Yes
Private
Urban
106.51
40.2
never smoked
0
41,033
Female
31
0
0
Yes
Govt_job
Rural
55.27
32.5
formerly smoked
0
5,046
Male
17
0
0
No
Self-employed
Urban
98.42
23.4
Unknown
0
71,442
Female
30
0
0
Yes
Private
Rural
99.2
32.5
never smoked
0
49,624
Male
69
0
0
Yes
Private
Urban
98.92
23.9
formerly smoked
0
10,572
Female
63
0
0
Yes
Private
Rural
92.7
29.5
never smoked
0
55,847
Male
19
0
0
No
Private
Rural
106.7
24
never smoked
0
42,441
Male
7
0
0
No
children
Urban
152.81
17.7
Unknown
0
28,910
Female
51
0
0
Yes
Private
Urban
82.59
26.2
formerly smoked
0
10,381
Female
38
1
0
Yes
Self-employed
Urban
91
33.3
never smoked
0
14,387
Male
2
0
0
No
children
Urban
93.88
17.4
Unknown
0
31,956
Female
58
0
0
Yes
Private
Urban
76.99
29
never smoked
0
17,813
Female
69
0
1
Yes
Private
Rural
254.6
21.7
Unknown
0
24,665
Female
64
1
0
Yes
Private
Rural
93.99
37.8
formerly smoked
0
13,683
Female
31
0
0
Yes
Private
Urban
109.68
41.8
never smoked
0
7,387
Female
59
1
0
Yes
Private
Rural
92.04
24.2
never smoked
0
57,011
Female
54
0
0
Yes
Private
Rural
111.41
31.1
never smoked
0
22,384
Female
24
0
0
Yes
Private
Rural
97.92
23.1
never smoked
0
24,108
Male
19
0
0
No
Private
Urban
65.61
25.1
Unknown
0
50,053
Male
17
0
0
No
Private
Urban
62.37
41.3
never smoked
0
69,427
Female
29
0
0
No
Private
Urban
101.28
22.7
never smoked
0
21,688
Female
42
0
0
Yes
Private
Rural
88.31
24
smokes
0
60,777
Female
31
0
0
Yes
Govt_job
Rural
103.55
20.5
formerly smoked
0
64,732
Female
29
0
0
No
Private
Urban
60.26
20.4
never smoked
0
42,710
Female
23
0
0
No
Private
Urban
79.39
27.6
never smoked
0
46,683
Female
25
0
0
No
Private
Urban
122.01
27
smokes
0
58,909
Female
14
0
0
No
children
Rural
78.09
26.4
Unknown
0