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
0
167
0
0
0
32.3
0.839
30
1yes
2
144
58
33
135
31.6
0.422
25
1yes
5
77
82
41
42
35.8
0.156
35
0no
5
115
98
0
0
52.9
0.209
28
1yes
3
150
76
0
0
21
0.207
37
0no
2
120
76
37
105
39.7
0.215
29
0no
10
161
68
23
132
25.5
0.326
47
1yes
0
137
68
14
148
24.8
0.143
21
0no
0
128
68
19
180
30.5
1.391
25
1yes
2
124
68
28
205
32.9
0.875
30
1yes
6
80
66
30
0
26.2
0.313
41
0no
0
106
70
37
148
39.4
0.605
22
0no
2
155
74
17
96
26.6
0.433
27
1yes
3
113
50
10
85
29.5
0.626
25
0no
7
109
80
31
0
35.9
1.127
43
1yes
2
112
68
22
94
34.1
0.315
26
0no
3
99
80
11
64
19.3
0.284
30
0no
3
182
74
0
0
30.5
0.345
29
1yes
3
115
66
39
140
38.1
0.15
28
0no
6
194
78
0
0
23.5
0.129
59
1yes
4
129
60
12
231
27.5
0.527
31
0no
3
112
74
30
0
31.6
0.197
25
1yes
0
124
70
20
0
27.4
0.254
36
1yes
13
152
90
33
29
26.8
0.731
43
1yes
2
112
75
32
0
35.7
0.148
21
0no
1
157
72
21
168
25.6
0.123
24
0no
1
122
64
32
156
35.1
0.692
30
1yes
10
179
70
0
0
35.1
0.2
37
0no
2
102
86
36
120
45.5
0.127
23
1yes
6
105
70
32
68
30.8
0.122
37
0no
8
118
72
19
0
23.1
1.476
46
0no
2
87
58
16
52
32.7
0.166
25
0no
1
180
0
0
0
43.3
0.282
41
1yes
12
106
80
0
0
23.6
0.137
44
0no
1
95
60
18
58
23.9
0.26
22
0no
0
165
76
43
255
47.9
0.259
26
0no
0
117
0
0
0
33.8
0.932
44
0no
5
115
76
0
0
31.2
0.343
44
1yes
9
152
78
34
171
34.2
0.893
33
1yes
7
178
84
0
0
39.9
0.331
41
1yes
1
130
70
13
105
25.9
0.472
22
0no
1
95
74
21
73
25.9
0.673
36
0no
1
0
68
35
0
32
0.389
22
0no
5
122
86
0
0
34.7
0.29
33
0no
8
95
72
0
0
36.8
0.485
57
0no
8
126
88
36
108
38.5
0.349
49
0no
1
139
46
19
83
28.7
0.654
22
0no
3
116
0
0
0
23.5
0.187
23
0no
3
99
62
19
74
21.8
0.279
26
0no
5
0
80
32
0
41
0.346
37
1yes
4
92
80
0
0
42.2
0.237
29
0no
4
137
84
0
0
31.2
0.252
30
0no
3
61
82
28
0
34.4
0.243
46
0no
1
90
62
12
43
27.2
0.58
24
0no
3
90
78
0
0
42.7
0.559
21
0no
9
165
88
0
0
30.4
0.302
49
1yes
1
125
50
40
167
33.3
0.962
28
1yes
13
129
0
30
0
39.9
0.569
44
1yes
12
88
74
40
54
35.3
0.378
48
0no
1
196
76
36
249
36.5
0.875
29
1yes
5
189
64
33
325
31.2
0.583
29
1yes
5
158
70
0
0
29.8
0.207
63
0no
5
103
108
37
0
39.2
0.305
65
0no
4
146
78
0
0
38.5
0.52
67
1yes
4
147
74
25
293
34.9
0.385
30
0no
5
99
54
28
83
34
0.499
30
0no
6
124
72
0
0
27.6
0.368
29
1yes
0
101
64
17
0
21
0.252
21
0no
3
81
86
16
66
27.5
0.306
22
0no
1
133
102
28
140
32.8
0.234
45
1yes
3
173
82
48
465
38.4
2.137
25
1yes
0
118
64
23
89
0
1.731
21
0no
0
84
64
22
66
35.8
0.545
21
0no
2
105
58
40
94
34.9
0.225
25
0no
2
122
52
43
158
36.2
0.816
28
0no
12
140
82
43
325
39.2
0.528
58
1yes
0
98
82
15
84
25.2
0.299
22
0no
1
87
60
37
75
37.2
0.509
22
0no
4
156
75
0
0
48.3
0.238
32
1yes
0
93
100
39
72
43.4
1.021
35
0no
1
107
72
30
82
30.8
0.821
24
0no
0
105
68
22
0
20
0.236
22
0no
1
109
60
8
182
25.4
0.947
21
0no
1
90
62
18
59
25.1
1.268
25
0no
1
125
70
24
110
24.3
0.221
25
0no
1
119
54
13
50
22.3
0.205
24
0no
5
116
74
29
0
32.3
0.66
35
1yes
8
105
100
36
0
43.3
0.239
45
1yes
5
144
82
26
285
32
0.452
58
1yes
3
100
68
23
81
31.6
0.949
28
0no
1
100
66
29
196
32
0.444
42
0no
5
166
76
0
0
45.7
0.34
27
1yes
1
131
64
14
415
23.7
0.389
21
0no
4
116
72
12
87
22.1
0.463
37
0no
4
158
78
0
0
32.9
0.803
31
1yes
2
127
58
24
275
27.7
1.6
25
0no
3
96
56
34
115
24.7
0.944
39
0no
0
131
66
40
0
34.3
0.196
22
1yes
3
82
70
0
0
21.1
0.389
25
0no
3
193
70
31
0
34.9
0.241
25
1yes