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
34,084
Male
7
0
0
No
children
Urban
77.12
18.6
Unknown
0
20,258
Male
25
0
0
No
Private
Urban
87.17
25.1
never smoked
0
65,333
Female
31
0
0
Yes
Private
Rural
96.03
24.1
Unknown
0
56,629
Female
14
0
0
No
Private
Rural
83.56
33.1
Unknown
0
22,417
Female
5
0
0
No
children
Rural
80.93
24.8
Unknown
0
49,925
Female
60
0
0
Yes
Private
Rural
84.54
23.4
smokes
0
72,696
Female
53
0
0
Yes
Private
Urban
70.51
54.1
never smoked
0
39,708
Male
55
0
0
Yes
Private
Rural
56.87
28.9
formerly smoked
0
60,426
Female
69
0
0
Yes
Self-employed
Urban
67.55
38.1
Unknown
0
70,540
Female
39
0
0
Yes
Private
Urban
243.52
37.2
smokes
0
37,622
Female
0.32
0
0
No
children
Urban
108.63
19.6
Unknown
0
44,813
Female
34
0
0
No
Private
Rural
69.06
29
smokes
0
47,153
Female
80
0
0
Yes
Private
Urban
73.89
26.7
formerly smoked
0
8,175
Male
20
0
0
No
Private
Urban
84.49
20.5
never smoked
0
61,528
Female
45
0
0
Yes
Govt_job
Urban
73.71
34.1
never smoked
0
38,771
Female
41
0
0
No
Govt_job
Urban
129.01
42.4
Unknown
0
31,189
Male
54
0
0
Yes
Govt_job
Urban
72.96
37.7
smokes
0
27,804
Male
23
0
0
No
Private
Rural
110.23
39.1
Unknown
0
41,842
Male
75
0
0
Yes
Govt_job
Rural
79.49
28.9
Unknown
0
11,962
Male
36
0
0
Yes
Private
Urban
89.33
30.7
never smoked
0
45,404
Female
75
0
0
Yes
Private
Rural
68.38
33.8
Unknown
0
4,062
Male
72
0
1
Yes
Private
Rural
238.27
null
smokes
0
63,650
Female
47
0
0
Yes
Govt_job
Urban
135.79
32.1
formerly smoked
0
72,186
Female
15
0
0
No
Private
Rural
82.19
40.5
never smoked
0
40,240
Male
40
1
0
Yes
Self-employed
Urban
93.2
24.8
smokes
0
25,931
Female
71
0
0
Yes
Self-employed
Urban
208.31
31.8
formerly smoked
0
21,292
Male
38
0
0
Yes
Private
Rural
111.33
27
never smoked
0
25,391
Female
10
0
0
No
children
Rural
69.84
13.7
Unknown
0
65,469
Male
11
0
0
No
children
Rural
121.71
23.4
never smoked
0
29,487
Male
0.72
0
0
No
children
Urban
80.08
16.4
Unknown
0
63,575
Male
9
0
0
No
children
Urban
84.4
14.9
Unknown
0
30,457
Female
53
1
0
Yes
Govt_job
Rural
98.61
38.8
smokes
0
5,951
Male
28
1
0
No
Private
Urban
86.61
38.6
smokes
0
8,690
Female
81
0
0
Yes
Private
Urban
80.44
32.2
never smoked
0
32,147
Male
1.32
0
0
No
children
Rural
107.02
null
Unknown
0
47,691
Male
16
0
0
No
Private
Rural
97.23
30.6
never smoked
0
25,982
Male
24
0
0
No
Private
Rural
91.21
28.1
formerly smoked
0
70,058
Female
62
1
0
Yes
Self-employed
Urban
103.69
35.2
smokes
0
61,868
Female
62
0
0
Yes
Private
Urban
74.12
21.8
formerly smoked
0
46,086
Female
59
0
0
Yes
Private
Urban
71.08
28.1
never smoked
0
68,596
Female
19
0
0
No
Private
Urban
58.39
28.2
never smoked
0
10,281
Female
51
1
0
Yes
Self-employed
Rural
176.34
28.4
never smoked
0
31,409
Male
38
0
0
Yes
Private
Rural
73.76
37.4
never smoked
0
54,067
Female
26
0
0
No
Private
Rural
67.21
21.8
formerly smoked
0
9,731
Male
13
0
0
No
children
Urban
87.98
19.8
Unknown
0
24,009
Male
4
0
0
No
children
Urban
94.23
16.2
Unknown
0
61,694
Male
55
0
0
Yes
Self-employed
Rural
111.36
33.6
never smoked
0
7,453
Female
44
0
0
Yes
Private
Urban
84.07
21.2
smokes
0
66,405
Female
31
0
0
Yes
Private
Urban
117.31
28.4
never smoked
0
2,138
Male
58
0
0
Yes
Govt_job
Urban
84.94
null
never smoked
0
66,650
Female
17
0
0
No
Private
Urban
68.86
41.1
never smoked
0
59,945
Female
23
0
0
No
Private
Urban
132.88
24.9
never smoked
0
16,245
Male
51
1
0
Yes
Self-employed
Rural
211.83
56.6
never smoked
0
68,094
Female
46
0
0
Yes
Private
Rural
124.92
28.8
Unknown
0
64,661
Female
81
0
0
No
Self-employed
Urban
57.42
33.7
never smoked
0
61,376
Male
38
0
0
Yes
Private
Urban
215.69
38.6
formerly smoked
0
47,236
Female
50
0
0
Yes
Private
Urban
154.67
33.8
never smoked
0
875
Female
34
0
0
No
Private
Urban
67.66
22.4
never smoked
0
63,986
Male
60
0
0
Yes
Private
Rural
153.48
37.3
never smoked
0
55,410
Female
50
0
0
Yes
Self-employed
Urban
62.63
23.4
never smoked
0
63,287
Female
49
0
0
Yes
Private
Urban
77.93
39.1
smokes
0
3,720
Female
2
0
0
No
children
Rural
80.3
21.2
Unknown
0
20,274
Male
47
0
0
Yes
Private
Urban
106.69
31.2
Unknown
0
50,338
Female
34
0
0
Yes
Private
Urban
83.07
28
formerly smoked
0
58,209
Female
22
0
0
No
Private
Urban
140.14
21.1
never smoked
0
20,634
Female
11
0
0
No
children
Urban
92.65
15.7
never smoked
0
3,251
Male
54
0
0
Yes
Private
Urban
111.37
29.1
formerly smoked
0
12,677
Female
60
0
0
Yes
Private
Rural
99
26.1
never smoked
0
45,160
Male
3
0
0
No
children
Rural
78.24
16.2
Unknown
0
67,940
Female
46
0
0
Yes
Govt_job
Rural
83.88
27.1
never smoked
0
8,145
Male
30
0
0
No
Private
Urban
86.21
28.8
smokes
0
39,393
Female
63
0
0
Yes
Private
Urban
57.06
37.9
never smoked
0
57,710
Female
50
0
0
Yes
Private
Rural
112.25
21.6
Unknown
0
12,487
Male
65
0
0
Yes
Private
Urban
81.06
30.1
smokes
0
16,513
Male
78
0
0
Yes
Private
Urban
104.37
29.7
never smoked
0
42,297
Female
36
0
0
Yes
Private
Urban
124.31
26.4
Unknown
0
63,656
Female
18
0
0
No
Private
Urban
101.95
46
formerly smoked
0
56,233
Female
44
0
0
No
Private
Rural
116.95
26.1
never smoked
0
22,591
Female
4
0
0
No
children
Urban
99.76
23.2
Unknown
0
23,757
Female
60
0
0
No
Private
Urban
105.48
28.4
Unknown
0
19,601
Female
19
0
0
No
Private
Urban
100.6
20.5
never smoked
0
61,801
Male
15
0
0
No
Private
Urban
65.05
24.6
Unknown
0
949
Male
20
0
0
No
Private
Rural
75.9
32.2
never smoked
0
10,995
Male
76
1
0
Yes
Private
Rural
267.6
30.5
never smoked
0
1,503
Male
31
0
0
No
Private
Urban
215.07
null
smokes
0
37,431
Female
39
0
0
Yes
Govt_job
Urban
109.03
24.9
Unknown
0
53,697
Male
58
0
1
Yes
Private
Rural
225.35
26.5
smokes
0
67,012
Male
64
1
0
Yes
Private
Rural
196.26
34.5
Unknown
0
30,525
Female
79
0
0
Yes
Govt_job
Urban
95.42
21.5
formerly smoked
0
25,860
Female
11
0
0
No
children
Rural
123.04
15.9
Unknown
0
21,743
Male
4
0
0
No
children
Urban
85.88
17.7
Unknown
0
25,833
Female
43
0
0
Yes
Private
Rural
107.43
26.5
never smoked
0
64,652
Female
44
0
0
Yes
Private
Rural
56.85
24.4
never smoked
0
45,710
Female
37
0
0
Yes
Govt_job
Rural
102.15
26.6
Unknown
0
27,853
Female
34
0
0
Yes
Self-employed
Rural
88.68
23.9
never smoked
0
5,964
Female
59
0
0
Yes
Private
Urban
182.52
30.1
Unknown
0
6,976
Female
40
0
0
Yes
Private
Urban
93.97
23.6
never smoked
0
11,145
Female
8
0
0
No
children
Urban
104.03
18.4
Unknown
0
39,229
Female
24
0
0
Yes
Private
Rural
67.99
32.1
never smoked
0
14,189
Male
18
0
0
No
Private
Rural
83.37
24.4
Unknown
0