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
50,804
Male
2
0
0
No
children
Rural
65.84
16.1
Unknown
0
25,927
Male
36
0
0
Yes
Private
Rural
106.73
25.1
never smoked
0
41,970
Male
30
0
0
No
Private
Urban
106.03
26.7
Unknown
0
54,206
Female
31
0
0
No
Govt_job
Urban
80.88
29.3
formerly smoked
0
46,691
Male
16
0
0
No
children
Urban
140.1
38.7
never smoked
0
37,553
Male
58
0
0
Yes
Private
Urban
127.4
35.8
formerly smoked
0
27,507
Female
19
0
0
No
Private
Urban
87.72
21.7
never smoked
0
68,209
Male
47
0
0
Yes
Govt_job
Rural
58.23
31.4
formerly smoked
0
42,841
Male
59
0
0
Yes
Private
Rural
69.37
26.9
formerly smoked
0
51,889
Female
40
0
0
Yes
Private
Urban
58.64
33
never smoked
0
72,725
Female
26
0
0
No
Govt_job
Urban
59.67
24.5
smokes
0
18,605
Female
17
0
0
No
Never_worked
Urban
78.08
44.9
never smoked
0
23,599
Female
30
0
0
No
Private
Urban
105.08
25.5
never smoked
0
45,530
Female
19
0
0
No
Private
Urban
89.3
22.1
never smoked
0
56,425
Female
78
0
0
Yes
Govt_job
Rural
61.38
24.3
Unknown
0
69,972
Female
55
0
0
Yes
Private
Rural
56.11
32.4
formerly smoked
0
5,774
Male
59
0
0
Yes
Private
Urban
223.16
null
Unknown
0
13,307
Male
57
0
0
Yes
Govt_job
Urban
75.53
33.1
formerly smoked
0
72,188
Male
33
0
0
No
Private
Urban
107.47
26.7
never smoked
0
60,226
Female
35
0
0
Yes
Private
Urban
76
37.9
Unknown
0
34,940
Male
32
0
0
Yes
Private
Urban
90.28
39.6
never smoked
0
4,403
Female
55
0
0
Yes
Private
Urban
65.22
19.8
never smoked
0
33,051
Male
28
0
0
No
Private
Urban
86.24
30
Unknown
0
37,668
Male
25
0
0
Yes
Govt_job
Urban
166.38
23.1
never smoked
0
27,276
Female
45
0
0
Yes
Private
Urban
78.91
34.3
Unknown
0
37,808
Female
34
0
0
No
Govt_job
Urban
226.28
38.4
Unknown
0
21,678
Male
33
0
0
Yes
Private
Urban
90.73
32.8
smokes
0
40,087
Male
65
0
0
Yes
Private
Rural
172.86
34.4
never smoked
0
38,658
Female
62
0
0
Yes
Self-employed
Rural
213.92
44.6
never smoked
0
30,353
Male
36
0
0
Yes
Private
Urban
92.23
32.8
never smoked
0
28,803
Male
31
0
0
Yes
Private
Urban
79.81
26.4
never smoked
0
10,445
Male
54
0
0
Yes
Govt_job
Rural
81.78
27.3
Unknown
0
12,812
Female
53
0
0
Yes
Private
Rural
102
32.4
never smoked
0
72,289
Female
44
0
0
Yes
Private
Rural
68.42
43.2
smokes
0
30,433
Male
77
0
0
Yes
Private
Urban
94.68
33.6
Unknown
0
37,640
Female
67
0
0
Yes
Govt_job
Rural
125.33
26.4
Unknown
0
54,378
Female
48
0
0
Yes
Self-employed
Urban
212.19
46.9
never smoked
0
34,138
Male
42
0
0
Yes
Private
Urban
89
36.3
formerly smoked
0
72,160
Male
72
1
1
Yes
Private
Rural
60.98
34.9
formerly smoked
0
44,447
Male
49
0
0
Yes
Private
Urban
58.19
29.6
smokes
0
5,927
Female
1.32
0
0
No
children
Rural
67.68
16.5
Unknown
0
44,233
Female
45
0
0
Yes
Govt_job
Rural
84.99
35.4
Unknown
0
56,021
Female
63
1
0
Yes
Private
Urban
62.13
23.6
never smoked
0
65,038
Female
33
0
0
Yes
Private
Rural
57.1
33.1
never smoked
0
3,595
Male
32
0
0
Yes
Private
Urban
97.95
40.2
smokes
0
25,783
Female
0.48
0
0
No
children
Rural
94.06
14.8
Unknown
0
68,268
Female
63
0
0
Yes
Self-employed
Urban
93.88
34.8
Unknown
0
7,564
Male
70
0
0
Yes
Private
Rural
90.3
33.5
formerly smoked
0
26,723
Female
57
0
0
Yes
Private
Urban
83.14
31.9
never smoked
0
9,995
Male
8
0
0
No
children
Urban
118.66
16.1
Unknown
0
68,074
Male
54
0
0
Yes
Private
Rural
100.47
50.2
formerly smoked
0
8,385
Male
37
0
0
Yes
Private
Urban
90.78
35.9
Unknown
0
21,796
Male
59
0
0
Yes
Private
Urban
66.46
39.6
formerly smoked
0
53,115
Female
78
0
0
Yes
Govt_job
Urban
73.56
27.5
formerly smoked
0
27,623
Female
59
0
0
Yes
Private
Urban
200.8
32.3
Unknown
0
70,823
Female
10
0
0
No
children
Urban
57.28
15.4
never smoked
0
5,173
Male
21
0
0
No
Private
Rural
92.87
28.4
smokes
0
21,852
Male
2
0
0
No
children
Rural
96.47
19.5
Unknown
0
24,711
Female
55
0
0
Yes
Govt_job
Urban
99.44
25
formerly smoked
0
21,967
Female
20
0
0
Yes
Private
Urban
77.96
26.3
smokes
0
36,793
Female
38
1
0
Yes
Private
Rural
60.13
39.6
never smoked
0
37,492
Female
33
0
0
Yes
Private
Rural
88.17
38.6
formerly smoked
0
45,658
Male
14
0
0
No
Private
Rural
84.41
33.9
never smoked
0
6,264
Male
32
0
0
Yes
Private
Rural
72.34
32.2
Unknown
0
37,507
Female
32
0
0
No
Private
Rural
68.72
25.1
never smoked
0
50,557
Female
68
0
0
Yes
Self-employed
Urban
222.58
37.4
smokes
0
21,973
Male
70
0
0
Yes
Private
Rural
66.06
30.1
formerly smoked
0
53,346
Female
24
0
0
Yes
Private
Rural
156.43
27
formerly smoked
0
41,210
Male
44
0
0
No
Self-employed
Urban
105.76
32.4
formerly smoked
0
29,078
Male
39
0
0
Yes
Govt_job
Rural
73.07
26.8
smokes
0
24,873
Female
81
0
0
Yes
Private
Rural
99.48
27.2
never smoked
0
15,387
Male
19
0
0
No
Private
Rural
79.6
36.7
Unknown
0
63,880
Female
69
0
0
Yes
Self-employed
Urban
70
36
never smoked
0
49,833
Female
42
0
0
Yes
Govt_job
Rural
112.98
37.2
formerly smoked
0
43,773
Male
8
0
0
No
children
Urban
61.07
19.1
Unknown
0
53,095
Male
8
0
0
No
children
Rural
63.43
21.8
Unknown
0
56,185
Female
28
0
0
No
Private
Urban
73.2
26.5
smokes
0
57,043
Female
66
0
0
Yes
Self-employed
Urban
102.73
35
formerly smoked
0
55,545
Female
66
0
0
Yes
Self-employed
Rural
74.88
32.6
never smoked
0
60,899
Female
47
0
0
Yes
Private
Urban
122.43
23.9
never smoked
0
16,136
Female
78
0
0
Yes
Self-employed
Urban
84.21
33.7
never smoked
0
11,843
Female
65
0
0
Yes
Self-employed
Rural
80.42
29.4
formerly smoked
0
3,609
Male
78
0
0
Yes
Private
Urban
80.44
29
never smoked
0
29,172
Female
68
0
0
Yes
Self-employed
Rural
80.63
20.2
never smoked
0
49,894
Female
78
1
1
Yes
Private
Rural
206.53
null
never smoked
0
6,048
Female
65
0
0
Yes
Private
Urban
104.12
27.4
never smoked
0
16,029
Female
70
0
0
Yes
Self-employed
Rural
96.82
25
never smoked
0
63,022
Female
59
0
0
Yes
Self-employed
Urban
88.1
30.7
never smoked
0
40,041
Male
31
0
0
No
Self-employed
Rural
64.85
23
Unknown
0
6,924
Female
32
0
0
Yes
Private
Rural
102.87
26.6
smokes
0
22,590
Male
5
0
0
No
children
Urban
83.75
18.1
Unknown
0
25,878
Male
55
0
0
Yes
Self-employed
Rural
97.68
47.1
formerly smoked
0
11,169
Female
61
0
0
Yes
Private
Urban
97.58
29.7
formerly smoked
0
44,355
Female
48
0
0
Yes
Private
Rural
74.16
19.9
never smoked
0
31,113
Female
1.16
0
0
No
children
Urban
86
13.3
Unknown
0
46,514
Female
50
0
0
Yes
Govt_job
Urban
100.93
32.7
never smoked
0
67,466
Male
63
1
0
Yes
Private
Urban
232.78
31.8
formerly smoked
0
3,612
Male
67
0
0
Yes
Private
Rural
86.96
31.4
formerly smoked
0
66,590
Female
43
0
0
Yes
Self-employed
Urban
67.5
20.4
formerly smoked
0
19,611
Male
59
0
0
Yes
Private
Urban
81.21
33.2
smokes
0