number_of_pregnancies
int8
0
17
plasma_glucose_concentration
float64
0
199
diastolic_blood_pressure
float64
0
122
triceps_thickness
float64
0
99
serum_insulin
float64
0
846
bmi
float64
0
67.1
diabetes_pedigree
float64
0.08
2.42
age
float64
21
81
has_diabetes
class label
2 classes
2
117
90
19
71
25.2
0.313
21
0no
3
84
72
32
0
37.2
0.267
28
0no
6
0
68
41
0
39
0.727
41
1yes
7
94
64
25
79
33.3
0.738
41
0no
3
96
78
39
0
37.3
0.238
40
0no
10
75
82
0
0
33.3
0.263
38
0no
0
180
90
26
90
36.5
0.314
35
1yes
1
130
60
23
170
28.6
0.692
21
0no
2
84
50
23
76
30.4
0.968
21
0no
8
120
78
0
0
25
0.409
64
0no
12
84
72
31
0
29.7
0.297
46
1yes
0
139
62
17
210
22.1
0.207
21
0no
9
91
68
0
0
24.2
0.2
58
0no
2
91
62
0
0
27.3
0.525
22
0no
3
99
54
19
86
25.6
0.154
24
0no
3
163
70
18
105
31.6
0.268
28
1yes
9
145
88
34
165
30.3
0.771
53
1yes
7
125
86
0
0
37.6
0.304
51
0no
13
76
60
0
0
32.8
0.18
41
0no
6
129
90
7
326
19.6
0.582
60
0no
2
68
70
32
66
25
0.187
25
0no
3
124
80
33
130
33.2
0.305
26
0no
6
114
0
0
0
0
0.189
26
0no
9
130
70
0
0
34.2
0.652
45
1yes
3
125
58
0
0
31.6
0.151
24
0no
3
87
60
18
0
21.8
0.444
21
0no
1
97
64
19
82
18.2
0.299
21
0no
3
116
74
15
105
26.3
0.107
24
0no
0
117
66
31
188
30.8
0.493
22
0no
0
111
65
0
0
24.6
0.66
31
0no
2
122
60
18
106
29.8
0.717
22
0no
0
107
76
0
0
45.3
0.686
24
0no
1
86
66
52
65
41.3
0.917
29
0no
6
91
0
0
0
29.8
0.501
31
0no
1
77
56
30
56
33.3
1.251
24
0no
4
132
0
0
0
32.9
0.302
23
1yes
0
105
90
0
0
29.6
0.197
46
0no
0
57
60
0
0
21.7
0.735
67
0no
0
127
80
37
210
36.3
0.804
23
0no
3
129
92
49
155
36.4
0.968
32
1yes
8
100
74
40
215
39.4
0.661
43
1yes
3
128
72
25
190
32.4
0.549
27
1yes
10
90
85
32
0
34.9
0.825
56
1yes
4
84
90
23
56
39.5
0.159
25
0no
1
88
78
29
76
32
0.365
29
0no
8
186
90
35
225
34.5
0.423
37
1yes
5
187
76
27
207
43.6
1.034
53
1yes
4
131
68
21
166
33.1
0.16
28
0no
1
164
82
43
67
32.8
0.341
50
0no
4
189
110
31
0
28.5
0.68
37
0no
1
116
70
28
0
27.4
0.204
21
0no
3
84
68
30
106
31.9
0.591
25
0no
6
114
88
0
0
27.8
0.247
66
0no
1
88
62
24
44
29.9
0.422
23
0no
1
84
64
23
115
36.9
0.471
28
0no
7
124
70
33
215
25.5
0.161
37
0no
1
97
70
40
0
38.1
0.218
30
0no
8
110
76
0
0
27.8
0.237
58
0no
11
103
68
40
0
46.2
0.126
42
0no
11
85
74
0
0
30.1
0.3
35
0no
6
125
76
0
0
33.8
0.121
54
1yes
0
198
66
32
274
41.3
0.502
28
1yes
1
87
68
34
77
37.6
0.401
24
0no
6
99
60
19
54
26.9
0.497
32
0no
0
91
80
0
0
32.4
0.601
27
0no
2
95
54
14
88
26.1
0.748
22
0no
1
99
72
30
18
38.6
0.412
21
0no
6
92
62
32
126
32
0.085
46
0no
4
154
72
29
126
31.3
0.338
37
0no
0
121
66
30
165
34.3
0.203
33
1yes
3
78
70
0
0
32.5
0.27
39
0no
2
130
96
0
0
22.6
0.268
21
0no
3
111
58
31
44
29.5
0.43
22
0no
2
98
60
17
120
34.7
0.198
22
0no
1
143
86
30
330
30.1
0.892
23
0no
1
119
44
47
63
35.5
0.28
25
0no
6
108
44
20
130
24
0.813
35
0no
2
118
80
0
0
42.9
0.693
21
1yes
10
133
68
0
0
27
0.245
36
0no
2
197
70
99
0
34.7
0.575
62
1yes
0
151
90
46
0
42.1
0.371
21
1yes
6
109
60
27
0
25
0.206
27
0no
12
121
78
17
0
26.5
0.259
62
0no
8
100
76
0
0
38.7
0.19
42
0no
8
124
76
24
600
28.7
0.687
52
1yes
1
93
56
11
0
22.5
0.417
22
0no
8
143
66
0
0
34.9
0.129
41
1yes
6
103
66
0
0
24.3
0.249
29
0no
3
176
86
27
156
33.3
1.154
52
1yes
0
73
0
0
0
21.1
0.342
25
0no
11
111
84
40
0
46.8
0.925
45
1yes
2
112
78
50
140
39.4
0.175
24
0no
3
132
80
0
0
34.4
0.402
44
1yes
2
82
52
22
115
28.5
1.699
25
0no
6
123
72
45
230
33.6
0.733
34
0no
0
188
82
14
185
32
0.682
22
1yes
0
67
76
0
0
45.3
0.194
46
0no
1
89
24
19
25
27.8
0.559
21
0no
1
173
74
0
0
36.8
0.088
38
1yes
1
109
38
18
120
23.1
0.407
26
0no