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
13,598
Male
60
0
0
Yes
Self-employed
Urban
227.23
40
formerly smoked
0
24,246
Male
7
0
0
No
children
Urban
77.76
18.1
Unknown
0
29,276
Male
3
0
0
No
children
Urban
72.76
18.8
Unknown
0
20,979
Female
39
0
0
No
Private
Rural
90.11
23.6
never smoked
0
46,048
Male
60
0
0
Yes
Govt_job
Rural
203.27
29.7
never smoked
0
35,217
Female
60
1
0
Yes
Private
Urban
234.5
43.7
never smoked
0
11,816
Female
46
0
0
Yes
Self-employed
Urban
71.12
27.3
never smoked
0
48,721
Male
26
0
0
No
Private
Urban
190.67
20.2
never smoked
0
24,163
Female
12
0
0
No
children
Rural
116.04
23.8
Unknown
0
8,022
Male
16
0
0
No
Private
Urban
82.95
21.4
never smoked
0
10,950
Female
2
0
0
No
children
Urban
112.75
25.1
Unknown
0
21,830
Female
82
0
0
Yes
Private
Urban
82.63
17.9
smokes
0
26,594
Female
32
0
0
Yes
Private
Urban
92.75
34.5
smokes
0
14,789
Female
62
0
0
Yes
Private
Rural
117.63
27.1
formerly smoked
0
46,670
Female
75
1
0
Yes
Self-employed
Rural
197.06
26.1
never smoked
0
31,426
Female
81
1
0
Yes
Govt_job
Urban
216.07
43.4
never smoked
0
64,435
Female
37
0
0
Yes
Private
Rural
76.03
33.2
never smoked
0
68,789
Female
28
0
0
No
Private
Urban
62.44
37.2
Unknown
0
56,254
Female
25
0
0
No
Private
Rural
108.82
41.3
smokes
0
17,478
Male
44
0
0
Yes
Govt_job
Urban
101.66
35.4
never smoked
0
59,908
Female
11
0
0
No
children
Rural
121.15
26.1
Unknown
0
34,130
Male
54
1
0
Yes
Private
Rural
116.44
24.5
never smoked
0
22,282
Male
52
1
0
Yes
Govt_job
Rural
116.62
null
smokes
0
21,110
Female
43
0
0
Yes
Private
Urban
93.3
32.7
never smoked
0
71,622
Female
56
0
0
Yes
Private
Urban
144.33
29.2
never smoked
0
10,056
Female
37
0
0
Yes
Private
Urban
98.02
20.4
never smoked
0
2,424
Male
60
0
0
Yes
Private
Urban
80.67
33.5
Unknown
0
24,736
Female
4
0
0
No
children
Urban
94.27
14
Unknown
0
8,920
Female
51
0
0
Yes
Self-employed
Rural
76.35
33.5
formerly smoked
0
62,715
Male
82
0
1
Yes
Private
Urban
57.56
27.5
never smoked
0
70,615
Female
56
0
0
Yes
Govt_job
Urban
179.14
35.3
Unknown
0
43,507
Female
60
0
0
Yes
Private
Rural
63.49
30.1
never smoked
0
43,035
Male
35
0
0
Yes
Private
Rural
145.18
32.6
smokes
0
44,799
Female
32
0
0
Yes
Private
Rural
66.3
47.5
never smoked
0
49,053
Female
45
0
0
No
Private
Rural
120.56
31.6
never smoked
0
33,102
Male
10
0
0
No
children
Rural
69.2
23.5
formerly smoked
0
59,405
Female
68
1
0
Yes
Private
Urban
150.74
40.3
Unknown
0
18,283
Female
51
0
0
Yes
Govt_job
Urban
81.38
34.1
smokes
0
4,929
Male
8
0
0
No
children
Urban
78.48
16.1
Unknown
0
37,289
Female
63
0
0
Yes
Self-employed
Rural
203.87
26.4
never smoked
0
6,202
Male
4
0
0
No
children
Urban
87
19
Unknown
0
24,106
Female
33
0
0
Yes
Private
Rural
84.68
34.7
formerly smoked
0
32,126
Female
56
0
1
Yes
Private
Urban
91.89
23.3
smokes
0
56,322
Male
49
0
1
Yes
Govt_job
Rural
88.97
32.6
never smoked
0
54,869
Female
30
0
0
Yes
Private
Urban
116.98
26
never smoked
0
40,887
Male
16
0
0
No
children
Urban
135.82
35.1
never smoked
0
29,764
Female
1.8
0
0
No
children
Rural
96.62
18.6
Unknown
0
38,287
Male
54
0
0
Yes
Private
Rural
106.53
30.4
formerly smoked
0
53,426
Male
49
0
0
Yes
Private
Rural
58.42
32.8
formerly smoked
0
14,943
Female
17
0
0
No
Private
Rural
79.62
21.6
never smoked
0
65,351
Male
11
0
0
No
children
Urban
141.84
23.3
Unknown
0
61,830
Male
51
0
0
Yes
Private
Rural
78.05
31.4
never smoked
0
71,777
Male
74
1
1
Yes
Private
Rural
77.16
26.3
never smoked
0
69,059
Female
42
0
0
Yes
Private
Urban
86.3
20.1
never smoked
0
11,908
Female
69
0
0
Yes
Self-employed
Urban
83.55
28.3
formerly smoked
0
24,955
Female
22
0
0
No
Private
Rural
102
40.4
smokes
0
61,477
Female
25
0
0
No
Private
Urban
68.07
18.6
smokes
0
724
Male
17
0
0
No
Private
Rural
81.77
44.7
never smoked
0
22,614
Male
64
0
0
No
Self-employed
Rural
82.62
25.3
smokes
0
61,997
Female
50
0
0
Yes
Private
Urban
102.03
28.3
Unknown
0
6,605
Male
52
1
0
Yes
Govt_job
Urban
235.06
39.9
formerly smoked
0
46,987
Female
65
0
1
Yes
Private
Rural
57.52
null
formerly smoked
0
70,428
Female
37
0
0
Yes
Govt_job
Urban
76.98
34.7
never smoked
0
2,267
Female
31
0
0
Yes
Self-employed
Urban
82.31
31.9
never smoked
0
25,476
Female
52
0
0
Yes
Private
Urban
83.84
35
Unknown
0
52,960
Female
56
0
0
Yes
Self-employed
Urban
98.14
32.7
formerly smoked
0
56,600
Female
43
0
0
Yes
Private
Rural
84.04
30.6
Unknown
0
9,394
Male
11
0
0
No
children
Rural
92.24
27.9
Unknown
0
42,400
Female
2
0
0
No
children
Urban
94.92
20.4
Unknown
0
36,210
Female
16
0
0
No
Private
Rural
112.7
29.6
never smoked
0
34,416
Male
23
0
0
No
Private
Urban
74.34
23.5
never smoked
0
37,192
Female
40
0
0
Yes
Private
Urban
72.99
46.4
Unknown
0
20,237
Male
15
0
0
No
Private
Urban
104.9
27.4
never smoked
0
60,635
Male
48
0
0
Yes
Private
Rural
99.96
25.2
never smoked
0
32,571
Male
33
0
0
Yes
Private
Urban
85.27
25.8
Unknown
0
52,368
Male
46
0
0
Yes
Private
Urban
60.32
33.3
smokes
0
66,786
Female
53
0
0
Yes
Private
Rural
94.14
27.7
smokes
0
12,668
Male
68
0
0
Yes
Self-employed
Urban
195.43
28.9
never smoked
0
64,155
Male
60
0
0
Yes
Govt_job
Rural
200.25
33.1
never smoked
0
17,885
Male
57
0
0
No
Govt_job
Rural
90.31
38.1
smokes
0
18,930
Female
51
0
0
Yes
Govt_job
Urban
95.33
27.9
never smoked
0
15,728
Female
0.4
0
0
No
children
Rural
85.65
17.4
Unknown
0
71,846
Female
76
0
0
Yes
Govt_job
Urban
223.64
27.1
smokes
0
37,515
Female
46
0
0
Yes
Govt_job
Rural
76.43
22.7
Unknown
0
25,763
Female
23
0
0
No
Private
Urban
98.66
28.3
Unknown
0
16,566
Male
9
0
0
No
children
Urban
75.84
21.5
Unknown
0
30,836
Female
53
0
0
Yes
Private
Urban
85.46
30
never smoked
0
68,060
Male
4
0
0
No
children
Urban
81.33
18.6
Unknown
0
51,958
Female
62
1
0
No
Private
Urban
199.78
45.2
Unknown
0
45,285
Male
37
0
0
Yes
Private
Urban
176.42
39.7
Unknown
0
19,271
Female
82
1
1
Yes
Self-employed
Urban
101.56
31.5
never smoked
0
6,576
Female
33
0
0
Yes
Private
Urban
84.48
23.2
formerly smoked
0
6,850
Male
3
0
0
No
children
Urban
93.21
27.3
Unknown
0
25,798
Male
14
0
0
No
Private
Urban
72.88
26.5
never smoked
0
28,611
Male
16
0
0
No
Private
Urban
84.1
19.3
Unknown
0
15,061
Male
40
0
0
Yes
Govt_job
Rural
72.84
26.1
Unknown
0
40,323
Female
18
0
0
No
Private
Urban
70.89
19.8
never smoked
0
40,842
Female
29
0
0
Yes
Private
Rural
108.14
25.1
formerly smoked
0
23,765
Female
56
0
0
Yes
Govt_job
Rural
244.3
37.3
never smoked
0
66,287
Male
33
0
0
Yes
Private
Rural
88.04
30.3
formerly smoked
0