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
41,148
Male
71
0
1
Yes
Private
Urban
70.71
30.1
never smoked
0
14,924
Male
48
0
0
Yes
Private
Urban
72.36
34.7
smokes
0
47,950
Female
49
0
0
Yes
Self-employed
Urban
59.76
29.7
Unknown
0
8,008
Female
35
0
0
No
Govt_job
Urban
83.76
null
smokes
0
56,089
Female
25
0
0
Yes
Private
Rural
63.64
31.3
formerly smoked
0
9,262
Female
31
0
0
Yes
Private
Rural
76.26
35.6
never smoked
0
71,896
Female
68
0
0
Yes
Private
Rural
82.06
35.2
formerly smoked
0
38,623
Male
39
0
0
No
Private
Urban
110.91
27.6
never smoked
0
26,503
Female
32
0
0
No
Private
Rural
77.16
35.2
smokes
0
5,475
Female
39
0
0
Yes
Private
Rural
69.58
28.1
Unknown
0
15,525
Female
63
0
0
Yes
Private
Urban
96.26
31.8
Unknown
0
48,748
Female
69
0
0
Yes
Private
Rural
87.27
23.3
smokes
0
11,745
Female
29
0
0
Yes
Private
Urban
65.36
28.8
formerly smoked
0
17,733
Female
1.72
0
0
No
children
Rural
109.51
19.5
Unknown
0
71,591
Female
58
0
0
Yes
Private
Urban
89.03
30
smokes
0
11,743
Female
32
0
0
Yes
Private
Urban
91.34
25.5
formerly smoked
0
67,864
Male
63
0
0
Yes
Private
Rural
57.82
28.8
formerly smoked
0
34,857
Male
57
0
0
Yes
Self-employed
Urban
81.15
40.2
formerly smoked
0
34,995
Female
77
0
0
Yes
Private
Rural
115.29
32.9
Unknown
0
3,606
Male
8
0
0
No
children
Urban
111.02
22.4
Unknown
0
22,952
Female
21
0
0
No
Govt_job
Urban
111.61
36.9
smokes
0
32,554
Female
16
0
0
No
children
Rural
109.02
19.8
Unknown
0
45,893
Female
8
0
0
No
children
Urban
106.51
12.3
Unknown
0
72,020
Male
71
0
1
Yes
Self-employed
Rural
207.32
32.4
smokes
0
57,879
Female
74
0
0
Yes
Private
Urban
87.11
24.8
never smoked
0
53,538
Female
7
0
0
No
children
Urban
61.68
16.4
Unknown
0
17,006
Male
19
0
0
No
Private
Rural
119.04
35.9
Unknown
0
36,638
Male
64
0
0
Yes
Private
Urban
86.05
23
Unknown
0
41,097
Female
23
1
0
No
Private
Urban
70.03
78
smokes
0
36,618
Male
75
0
1
Yes
Self-employed
Urban
207.64
30.5
formerly smoked
0
37,290
Male
80
0
0
Yes
Self-employed
Rural
236.84
26.8
never smoked
0
54,620
Male
40
0
0
Yes
Private
Urban
78.11
35.3
never smoked
0
42,108
Female
24
0
0
No
Govt_job
Rural
100.97
27.9
never smoked
0
19,681
Female
74
0
0
Yes
Self-employed
Urban
99.21
22.1
never smoked
0
6,988
Female
52
0
0
Yes
Self-employed
Urban
113.21
38.3
never smoked
0
25,287
Male
54
0
0
Yes
Private
Urban
92.95
41
never smoked
0
224
Female
23
0
0
No
Private
Urban
110.16
null
never smoked
0
56,679
Male
19
0
0
No
Private
Rural
142.57
22.8
Unknown
0
27,146
Female
23
0
0
No
Private
Rural
92.87
30.1
never smoked
0
16,556
Male
13
0
0
No
Never_worked
Rural
111.48
20.8
Unknown
0
5,934
Female
51
0
0
Yes
Private
Urban
123
31.7
never smoked
0
58,999
Male
60
0
0
Yes
Govt_job
Urban
100.54
30.1
never smoked
0
28,261
Male
79
0
1
Yes
Self-employed
Urban
106.68
30.8
never smoked
0
35,222
Female
75
0
0
Yes
Private
Urban
86.4
42.6
never smoked
0
44,105
Female
69
1
0
Yes
Self-employed
Urban
61.81
37.1
Unknown
0
65,256
Female
57
0
0
Yes
Self-employed
Rural
128.28
34.2
never smoked
0
62,709
Female
47
0
0
Yes
Private
Rural
204.63
43.4
never smoked
0
36,698
Female
33
0
0
Yes
Private
Urban
89.98
18.7
smokes
0
7,273
Female
51
0
0
Yes
Self-employed
Urban
232.89
34
smokes
0
20,044
Female
47
0
0
Yes
Private
Rural
98.58
23.2
never smoked
0
54,769
Male
15
0
0
No
Private
Urban
57.94
41.7
Unknown
0
57,372
Male
1
0
0
No
children
Rural
123.21
15.1
Unknown
0
30,605
Female
20
0
0
No
Private
Urban
76.34
20.6
smokes
0
13,622
Male
6
0
0
No
children
Rural
92.98
18.9
Unknown
0
12,686
Male
50
0
0
No
Govt_job
Rural
92.81
26.6
never smoked
0
39,250
Male
31
0
0
Yes
Private
Urban
85.16
30.1
smokes
0
2,879
Female
15
0
0
No
Self-employed
Urban
90.1
32.1
never smoked
0
59,684
Female
3
0
0
No
children
Urban
65.15
15.1
Unknown
0
48,830
Male
30
0
0
Yes
Private
Urban
104.62
33.5
smokes
0
56,986
Male
17
0
0
No
Never_worked
Urban
113.25
23.4
never smoked
0
47,924
Male
24
0
0
No
Private
Urban
59.28
43.2
never smoked
0
16,402
Female
5
0
0
No
children
Urban
93.07
19.1
Unknown
0
40,889
Male
33
0
0
No
Private
Rural
77.42
26.1
Unknown
0
4,083
Female
30
0
0
No
Private
Rural
73.69
17.3
never smoked
0
59,336
Male
66
1
0
Yes
Private
Rural
74.9
32.1
never smoked
0
5,684
Male
40
0
0
No
Private
Urban
88.27
null
formerly smoked
0
48,843
Female
27
0
0
No
Private
Urban
58.39
30.4
never smoked
0
5,694
Male
21
0
0
No
Private
Rural
102.05
29.9
never smoked
0
3,673
Female
55
0
0
Yes
Private
Rural
112.47
32.8
smokes
0
44,481
Female
19
0
0
No
Private
Rural
72.84
22.7
never smoked
0
10,538
Male
75
1
1
Yes
Self-employed
Urban
195.03
28.7
formerly smoked
0
9,648
Female
71
0
1
Yes
Private
Urban
170.95
35.2
never smoked
0
19,101
Female
16
0
0
No
Private
Urban
87.98
22.4
never smoked
0
31,867
Female
49
0
0
No
Private
Rural
65.81
32.3
Unknown
0
11,973
Female
10
0
0
No
children
Urban
124.6
18.6
Unknown
0
23,633
Female
37
0
0
Yes
Private
Rural
83.65
42.1
smokes
0
52,549
Male
59
0
0
Yes
Govt_job
Rural
88.81
38
formerly smoked
0
59,178
Female
7
0
0
No
children
Urban
86.75
22.3
Unknown
0
37,349
Female
61
0
0
Yes
Private
Rural
123.36
33.4
never smoked
0
44,281
Male
34
0
0
No
Private
Rural
89.68
23.2
smokes
0
55,599
Female
9
0
0
No
children
Rural
69.87
18
Unknown
0
45,224
Female
46
0
0
Yes
Private
Rural
109.22
20.1
never smoked
0
54,747
Male
0.88
0
0
No
children
Rural
157.57
19.2
Unknown
0
2,751
Male
50
0
0
Yes
Govt_job
Urban
110.73
28.7
smokes
0
6,090
Male
19
0
0
Yes
Private
Urban
99.14
28.1
never smoked
0
46,385
Female
21
0
0
Yes
Private
Urban
59.15
22.6
never smoked
0
46,323
Female
2
0
0
No
children
Rural
165.11
18
Unknown
0
28,122
Female
37
0
0
Yes
Self-employed
Rural
77.44
21.4
formerly smoked
0
50,843
Male
20
0
0
No
Private
Rural
100.33
27.8
Unknown
0
64,464
Male
50
0
0
Yes
Private
Urban
57.93
27.6
Unknown
0
66,922
Male
61
1
1
No
Private
Rural
148.24
32.2
formerly smoked
0
66,494
Male
48
0
0
Yes
Private
Urban
91.96
24.9
Unknown
0
42,786
Male
82
0
1
Yes
Self-employed
Rural
72.93
27.1
formerly smoked
0
33,401
Male
64
0
0
Yes
Private
Rural
84.27
24.6
Unknown
0
24,174
Female
50
0
0
Yes
Govt_job
Rural
124.45
24.6
never smoked
0
60,211
Male
1.4
0
0
No
children
Urban
90.51
18.9
Unknown
0
53,279
Male
0.24
0
0
No
children
Rural
118.87
16.3
Unknown
0
61,715
Male
55
0
0
Yes
Private
Rural
56.42
31.8
never smoked
0
37,830
Female
29
0
0
No
Private
Urban
73.67
21
Unknown
0
2,454
Male
4
0
0
No
children
Rural
89.11
20.1
Unknown
0