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
65,199
Female
53
0
0
Yes
Self-employed
Urban
81.51
28.5
Unknown
0
43,454
Female
78
0
0
No
Self-employed
Urban
137.74
34.9
formerly smoked
0
7,282
Male
44
0
0
Yes
Private
Rural
81.84
25.1
never smoked
0
18,518
Male
66
0
0
Yes
Private
Rural
242.3
35.3
smokes
0
41,648
Male
27
0
0
Yes
Private
Rural
102.64
26.4
smokes
0
49,003
Male
43
0
0
Yes
Private
Urban
146.01
31.5
smokes
0
16,371
Female
13
0
0
No
children
Urban
75.42
40.1
Unknown
0
42,807
Male
51
0
0
Yes
Govt_job
Urban
220.49
43.1
Unknown
0
40,181
Female
30
0
0
Yes
Private
Urban
61.45
36.7
smokes
0
66,174
Male
46
0
0
Yes
Self-employed
Rural
88.19
29.3
formerly smoked
0
45,538
Female
43
0
0
Yes
Self-employed
Rural
115.22
21.2
Unknown
0
6,319
Female
79
0
0
Yes
Private
Urban
97.93
31.2
Unknown
0
68,249
Female
27
0
0
Yes
Private
Rural
85.6
21.4
Unknown
0
55,232
Female
38
0
0
Yes
Private
Rural
79.83
27.9
smokes
0
11,120
Female
78
1
0
Yes
Private
Urban
218.46
34.3
never smoked
0
41,940
Male
57
0
1
Yes
Private
Rural
62.2
31
formerly smoked
0
72,214
Male
61
0
0
Yes
Self-employed
Urban
69.15
27.7
formerly smoked
0
37,089
Female
37
1
0
Yes
Self-employed
Rural
127.71
36
never smoked
0
68,614
Female
48
0
0
Yes
Private
Rural
216.7
38.7
formerly smoked
0
1,686
Female
29
0
0
No
Private
Urban
71.89
27.6
never smoked
0
22,284
Male
22
0
0
No
Private
Rural
103.56
25.1
Unknown
0
39,038
Male
11
0
0
No
children
Rural
79.03
16.5
Unknown
0
21,956
Female
22
0
0
No
Private
Urban
69.94
22.8
Unknown
0
52,134
Male
53
0
0
Yes
Private
Rural
90.12
35.4
Unknown
0
30,171
Male
27
0
0
No
Govt_job
Urban
95.1
24.3
formerly smoked
0
4,480
Male
76
0
0
Yes
Private
Rural
234.58
34.3
formerly smoked
0
2,982
Female
57
1
0
Yes
Private
Rural
235.85
40.1
never smoked
0
65,535
Male
8
0
0
No
children
Rural
78.05
25.7
Unknown
0
29,865
Female
21
0
0
No
Private
Rural
89.44
21.9
smokes
0
54,918
Female
18
0
0
No
Private
Rural
111.38
38.4
smokes
0
59,368
Female
78
0
0
Yes
Private
Urban
243.5
26.1
never smoked
0
65,836
Female
78
1
0
Yes
Private
Urban
182.2
30.5
formerly smoked
0
21,130
Male
33
0
0
Yes
Self-employed
Urban
229.92
25.9
smokes
0
1,703
Female
52
0
0
Yes
Private
Urban
82.24
54.7
formerly smoked
0
16,934
Female
51
0
0
Yes
Self-employed
Rural
89.84
29.9
Unknown
0
28,799
Male
11
0
0
No
children
Rural
90.69
18.6
Unknown
0
32,689
Female
48
0
0
Yes
Private
Urban
84.38
27.1
Unknown
0
56,357
Female
82
0
1
No
Private
Urban
215.6
24.9
never smoked
0
18,051
Female
54
0
0
Yes
Govt_job
Rural
91.61
25.2
never smoked
0
40,840
Female
49
0
0
Yes
Private
Rural
138.16
19.4
never smoked
0
10,449
Female
24
0
0
Yes
Private
Urban
75.23
29
never smoked
0
38,805
Female
37
0
0
Yes
Private
Rural
75.18
48.2
formerly smoked
0
31,091
Male
34
0
1
Yes
Private
Urban
106.23
null
formerly smoked
0
45,053
Male
64
0
0
Yes
Govt_job
Urban
239.64
34.6
formerly smoked
0
61,837
Female
66
0
0
Yes
Self-employed
Urban
58.95
24.6
never smoked
0
9,487
Female
23
0
0
No
Private
Urban
99.92
25.8
never smoked
0
49,713
Male
68
0
0
Yes
Private
Rural
116.23
26.1
never smoked
0
17,608
Female
55
0
0
Yes
Govt_job
Urban
118.82
29
formerly smoked
0
28,102
Female
25
0
0
No
Private
Rural
66.3
27.2
never smoked
0
1,506
Female
48
0
0
No
Govt_job
Urban
101.41
20.7
smokes
0
28,333
Female
79
1
1
Yes
Self-employed
Urban
200.28
30
formerly smoked
0
62,608
Female
47
0
0
Yes
Private
Urban
136.8
37.3
never smoked
0
40,670
Female
20
0
0
No
Private
Rural
96.57
34.1
never smoked
0
4,630
Female
60
0
0
Yes
Private
Rural
66.42
23.6
never smoked
0
21,284
Female
32
0
0
Yes
Private
Urban
98.09
25.2
smokes
0
49,421
Female
66
1
0
Yes
Private
Rural
205.23
39.5
never smoked
0
5,973
Male
43
0
0
Yes
Private
Urban
86.78
23.5
smokes
0
42,996
Female
36
0
0
No
Govt_job
Rural
126.82
23.3
never smoked
0
66,333
Male
52
0
0
Yes
Self-employed
Urban
78.4
64.8
never smoked
0
46,785
Female
29
0
0
Yes
Private
Urban
63.69
28.1
smokes
0
54,312
Female
76
1
0
Yes
Self-employed
Urban
209.58
null
never smoked
0
21,408
Female
39
0
0
Yes
Self-employed
Rural
89.86
24.4
never smoked
0
49,916
Male
76
0
0
Yes
Private
Rural
110.99
29.8
formerly smoked
0
7,559
Female
0.64
0
0
No
children
Urban
83.82
24.9
Unknown
0
71,038
Male
34
0
0
Yes
Private
Urban
137.96
35.1
Unknown
0
69,037
Female
72
0
0
Yes
Private
Rural
210.78
32.3
formerly smoked
0
58,617
Female
43
0
0
Yes
Self-employed
Rural
118.89
43.6
never smoked
0
69,064
Female
57
0
0
No
Self-employed
Rural
72.55
21
never smoked
0
9,404
Female
44
0
0
Yes
Private
Rural
107.41
47.3
never smoked
0
8,171
Female
4
0
0
No
children
Rural
93.25
16.6
Unknown
0
28,286
Male
44
0
0
Yes
Private
Rural
74.91
37.5
never smoked
0
43,232
Female
18
0
0
No
Private
Urban
80.05
24.2
never smoked
0
10,159
Male
41
0
0
Yes
Private
Urban
99.8
31.6
never smoked
0
34,402
Female
23
0
0
Yes
Private
Rural
91.97
21.6
formerly smoked
0
58,282
Female
53
0
0
Yes
Govt_job
Rural
64.4
31
smokes
0
64,489
Male
56
0
0
Yes
Govt_job
Rural
73.02
31.1
never smoked
0
22,706
Female
0.88
0
0
No
children
Rural
88.11
15.5
Unknown
0
71,539
Male
25
0
0
No
Private
Urban
138.29
27.3
Unknown
0
28,637
Female
14
0
0
No
children
Rural
72.36
20.5
Unknown
0
64,553
Female
53
0
0
Yes
Private
Rural
68.76
35.6
formerly smoked
0
31,741
Male
4
0
0
No
children
Rural
106.22
16.7
Unknown
0
69,936
Female
39
0
0
Yes
Private
Urban
101.52
41.8
never smoked
0
46,527
Male
53
1
1
Yes
Govt_job
Rural
109.51
41.9
never smoked
0
22,537
Male
5
0
0
No
children
Rural
85.84
16.4
Unknown
0
50,611
Male
4
0
0
No
children
Rural
110.15
17.1
Unknown
0
13,547
Female
37
0
0
Yes
Private
Urban
91.72
29.2
never smoked
0
63,732
Male
70
1
0
Yes
Self-employed
Urban
251.6
27.1
never smoked
0
9,608
Male
24
0
0
No
Private
Urban
123.1
37.9
never smoked
0
10,504
Male
55
0
0
Yes
Govt_job
Rural
97.4
44.6
formerly smoked
0
37,090
Female
70
0
0
Yes
Private
Rural
68.34
22.8
formerly smoked
0
60,148
Male
34
0
0
Yes
Private
Urban
80.81
33.2
never smoked
0
9,637
Male
26
0
0
Yes
Private
Rural
120.31
22.3
smokes
0
44,862
Female
39
0
0
Yes
Private
Rural
83.51
26.4
never smoked
0
52,173
Male
38
0
0
No
Self-employed
Urban
74.09
39.6
never smoked
0
5,708
Female
20
0
0
No
Private
Urban
91.6
28.1
never smoked
0
23,462
Female
17
0
0
No
Private
Urban
87.52
39.2
never smoked
0
2,374
Male
60
1
0
Yes
Private
Rural
213.37
36
never smoked
0
11,091
Female
75
0
0
Yes
Self-employed
Rural
75.39
37.8
never smoked
0
70,374
Female
31
0
0
Yes
Private
Rural
122.41
40.3
smokes
0
15,528
Male
58
1
0
Yes
Private
Rural
223.36
41.5
formerly smoked
0