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
65,357
Female
5
0
0
No
children
Rural
84.59
17.7
Unknown
0
49,465
Female
13
0
0
No
children
Urban
70.16
21.2
never smoked
0
31,143
Female
22
0
0
No
Private
Rural
107.52
41.6
Unknown
0
66,972
Female
52
0
0
Yes
Govt_job
Urban
80.88
23.8
smokes
0
55,810
Female
61
0
0
Yes
Self-employed
Rural
93.48
23.7
Unknown
0
37,031
Female
78
0
1
Yes
Govt_job
Urban
70.21
24.8
never smoked
0
34,608
Male
57
0
0
Yes
Private
Rural
86.67
39
Unknown
0
36,007
Female
21
0
0
Yes
Private
Rural
101.37
37.9
never smoked
0
14,123
Female
22
0
0
Yes
Private
Rural
105.22
31.1
never smoked
0
48,298
Female
80
0
0
Yes
Private
Rural
70.31
23.2
Unknown
0
54,975
Male
7
0
0
No
Self-employed
Rural
64.06
18.9
Unknown
0
27,213
Male
64
1
0
Yes
Self-employed
Rural
178.29
36.1
never smoked
0
44,749
Female
64
0
0
No
Govt_job
Rural
81.6
36.3
smokes
0
46,468
Female
38
0
0
Yes
Self-employed
Urban
147.48
40.5
Unknown
0
10,913
Male
12
0
0
No
children
Urban
86.86
25.4
never smoked
0
51,983
Female
33
0
0
Yes
Private
Rural
71.16
46.5
smokes
0
27,029
Female
3
0
0
No
children
Urban
73.2
16.8
Unknown
0
22,320
Female
37
0
0
Yes
Private
Urban
203.81
46.6
never smoked
0
45,719
Female
22
0
0
No
Private
Rural
82
26.4
never smoked
0
129
Female
24
0
0
No
Private
Urban
97.55
26.2
never smoked
0
20,351
Male
75
0
0
Yes
Govt_job
Urban
94.29
35.2
Unknown
0
530
Female
12
0
0
No
children
Rural
75.22
20.9
Unknown
0
55,351
Male
63
0
0
Yes
Private
Urban
90.07
36.8
Unknown
0
67,431
Female
52
0
0
Yes
Private
Urban
73.73
34.4
formerly smoked
0
20,546
Female
68
0
0
Yes
Private
Urban
79.58
22.2
never smoked
0
6,107
Female
5
0
0
No
children
Urban
77.88
13.8
Unknown
0
50,305
Female
56
1
0
Yes
Private
Rural
205.26
40.3
never smoked
0
52,342
Female
43
0
0
Yes
Private
Rural
58.63
28.4
smokes
0
59,906
Female
40
0
0
Yes
Private
Rural
139.9
31.7
smokes
0
59,729
Male
53
0
0
Yes
Private
Urban
211.03
34.2
formerly smoked
0
53,144
Female
52
0
1
Yes
Private
Urban
72.79
54.7
never smoked
0
3,655
Male
31
0
0
Yes
Govt_job
Rural
91.65
24.6
formerly smoked
0
11,999
Female
63
0
0
Yes
Govt_job
Rural
79.92
null
smokes
0
12,985
Female
69
0
0
Yes
Self-employed
Rural
225.47
36.9
never smoked
0
38,119
Male
64
0
0
Yes
Govt_job
Urban
94.48
31.1
never smoked
0
3,355
Female
64
0
0
Yes
Private
Urban
82.34
31.9
never smoked
0
22,091
Female
62
0
0
Yes
Self-employed
Urban
180.63
31.8
formerly smoked
0
5,010
Female
2
0
0
No
children
Rural
92.48
18
Unknown
0
67,177
Male
53
0
0
Yes
Private
Rural
116.66
28.5
formerly smoked
0
58,600
Male
65
1
0
Yes
Private
Urban
112.09
29.5
never smoked
0
56,681
Female
22
0
0
No
Private
Urban
130.34
22
never smoked
0
56,716
Female
26
0
0
No
Private
Urban
82.59
29.4
never smoked
0
65,946
Male
53
0
0
Yes
Private
Rural
123.87
28.8
Unknown
0
61,350
Male
20
0
0
No
Govt_job
Rural
98.7
26.2
Unknown
0
17,291
Female
63
1
0
Yes
Self-employed
Rural
227.1
26.9
Unknown
0
61,465
Male
13
0
0
No
children
Rural
55.39
23.2
Unknown
0
18,108
Male
21
0
0
No
Govt_job
Urban
66.07
27.9
Unknown
0
48,368
Female
65
0
0
Yes
Self-employed
Rural
104.21
36.8
never smoked
0
36,471
Male
65
0
0
Yes
Private
Urban
145.15
28.9
Unknown
0
15,689
Male
42
0
0
Yes
Govt_job
Urban
68.19
31
never smoked
0
8,233
Male
72
0
1
Yes
Self-employed
Rural
97.53
29.4
smokes
0
46,436
Male
13
0
0
No
children
Urban
122.31
15.3
never smoked
0
23,221
Male
29
0
0
No
Private
Urban
83.51
37.1
never smoked
0
31,830
Male
59
0
0
Yes
Self-employed
Urban
86.46
30.5
Unknown
0
15,296
Female
42
0
0
Yes
Private
Rural
112.06
38.2
never smoked
0
7,351
Male
13
0
0
No
Private
Urban
92.14
23.2
never smoked
0
66,196
Male
75
0
1
No
Private
Rural
201.76
30.2
formerly smoked
0
17,718
Female
33
1
0
Yes
Private
Urban
74.44
45.2
smokes
0
31,164
Female
43
0
0
Yes
Private
Rural
95.93
21.8
Unknown
0
48,272
Female
11
0
0
No
children
Rural
87.51
24.4
Unknown
0
2,893
Female
7
0
0
No
children
Rural
72.35
17
Unknown
0
34,376
Female
16
0
0
No
children
Rural
113.47
19.5
Unknown
0
18,498
Female
44
0
0
No
Private
Rural
103.78
49.8
formerly smoked
0
56,735
Female
78
0
0
Yes
Self-employed
Rural
115.43
27.8
never smoked
0
8,595
Male
25
0
0
Yes
Private
Rural
95.59
25.1
never smoked
0
621
Male
69
0
0
Yes
Private
Rural
101.52
26.8
smokes
0
1,307
Female
61
1
0
Yes
Private
Rural
170.05
60.2
smokes
0
35,846
Female
43
1
0
No
Self-employed
Rural
217.3
27.5
never smoked
0
28,645
Female
38
1
0
Yes
Private
Urban
196.01
28.1
never smoked
0
5,835
Male
68
0
0
Yes
Private
Urban
92.21
27.3
Unknown
0
46,474
Male
26
0
0
Yes
Private
Rural
100.09
27.4
never smoked
0
69,687
Female
18
0
0
No
Self-employed
Rural
93.88
22.2
never smoked
0
2,953
Female
43
0
0
Yes
Private
Rural
75.05
22.9
smokes
0
11,838
Female
43
0
0
Yes
Govt_job
Rural
70.08
26.6
never smoked
0
9,179
Female
32
0
0
No
Private
Urban
74.2
23
smokes
0
38,165
Female
81
0
0
No
Private
Rural
69.01
32.6
never smoked
0
63,050
Male
25
0
0
No
Private
Rural
96.17
22.1
Unknown
0
22,470
Male
61
0
0
Yes
Govt_job
Urban
184.15
null
Unknown
0
71,585
Female
66
0
0
Yes
Govt_job
Urban
87.24
22.5
formerly smoked
0
15,649
Male
54
1
0
Yes
Private
Rural
198.69
null
smokes
0
11,974
Male
11
0
0
No
children
Urban
82.58
25.5
Unknown
0
3,009
Female
53
0
0
Yes
Self-employed
Rural
96.88
31.4
Unknown
0
32,361
Female
78
0
1
Yes
Self-employed
Urban
73.32
26
Unknown
0
41,523
Male
9
0
0
No
children
Rural
94.59
20
Unknown
0
53,910
Female
48
0
0
Yes
Self-employed
Rural
132.08
31.6
smokes
0
67,548
Female
31
0
0
Yes
Private
Urban
98.99
31.2
never smoked
0
50,441
Male
20
0
0
No
Private
Rural
104.48
21.7
never smoked
0
16,927
Male
21
0
0
Yes
Private
Rural
98.01
24.2
Unknown
0
28,265
Female
42
0
0
Yes
Self-employed
Rural
79.14
25
formerly smoked
0
33,404
Male
35
0
0
Yes
Private
Urban
89.32
36.7
Unknown
0
50,965
Male
53
0
0
No
Private
Rural
65.24
28.9
Unknown
0
21,077
Male
60
0
0
Yes
Private
Rural
80.98
29.7
formerly smoked
0
12,982
Male
74
0
0
Yes
Self-employed
Urban
186.17
44.3
Unknown
0
66,570
Female
23
0
0
No
Private
Rural
69.24
51
never smoked
0
29,158
Female
55
0
0
Yes
Private
Rural
111.19
39.7
formerly smoked
0
34,299
Female
71
0
0
Yes
Private
Urban
93.28
34.7
never smoked
0
54,375
Male
5
0
0
No
children
Rural
122.19
35
Unknown
0
37,832
Female
14
0
0
No
children
Rural
129.53
21.3
never smoked
0
21,058
Female
15
0
0
No
children
Rural
114.53
29.1
Unknown
0
7,696
Female
66
0
0
No
Private
Urban
93.73
23.9
smokes
0