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
122
76
27
200
35.9
0.483
26
0no
6
125
78
31
0
27.6
0.565
49
1yes
1
168
88
29
0
35
0.905
52
1yes
2
129
0
0
0
38.5
0.304
41
0no
4
110
76
20
100
28.4
0.118
27
0no
6
80
80
36
0
39.8
0.177
28
0no
10
115
0
0
0
0
0.261
30
1yes
2
127
46
21
335
34.4
0.176
22
0no
9
164
78
0
0
32.8
0.148
45
1yes
2
93
64
32
160
38
0.674
23
1yes
3
158
64
13
387
31.2
0.295
24
0no
5
126
78
27
22
29.6
0.439
40
0no
10
129
62
36
0
41.2
0.441
38
1yes
0
134
58
20
291
26.4
0.352
21
0no
3
102
74
0
0
29.5
0.121
32
0no
7
187
50
33
392
33.9
0.826
34
1yes
3
173
78
39
185
33.8
0.97
31
1yes
10
94
72
18
0
23.1
0.595
56
0no
1
108
60
46
178
35.5
0.415
24
0no
5
97
76
27
0
35.6
0.378
52
1yes
4
83
86
19
0
29.3
0.317
34
0no
1
114
66
36
200
38.1
0.289
21
0no
1
149
68
29
127
29.3
0.349
42
1yes
5
117
86
30
105
39.1
0.251
42
0no
1
111
94
0
0
32.8
0.265
45
0no
4
112
78
40
0
39.4
0.236
38
0no
1
116
78
29
180
36.1
0.496
25
0no
0
141
84
26
0
32.4
0.433
22
0no
2
175
88
0
0
22.9
0.326
22
0no
2
92
52
0
0
30.1
0.141
22
0no
3
130
78
23
79
28.4
0.323
34
1yes
8
120
86
0
0
28.4
0.259
22
1yes
2
174
88
37
120
44.5
0.646
24
1yes
2
106
56
27
165
29
0.426
22
0no
2
105
75
0
0
23.3
0.56
53
0no
4
95
60
32
0
35.4
0.284
28
0no
0
126
86
27
120
27.4
0.515
21
0no
8
65
72
23
0
32
0.6
42
0no
2
99
60
17
160
36.6
0.453
21
0no
1
102
74
0
0
39.5
0.293
42
1yes
11
120
80
37
150
42.3
0.785
48
1yes
3
102
44
20
94
30.8
0.4
26
0no
1
109
58
18
116
28.5
0.219
22
0no
9
140
94
0
0
32.7
0.734
45
1yes
13
153
88
37
140
40.6
1.174
39
0no
12
100
84
33
105
30
0.488
46
0no
1
147
94
41
0
49.3
0.358
27
1yes
1
81
74
41
57
46.3
1.096
32
0no
3
187
70
22
200
36.4
0.408
36
1yes
6
162
62
0
0
24.3
0.178
50
1yes
4
136
70
0
0
31.2
1.182
22
1yes
1
121
78
39
74
39
0.261
28
0no
3
108
62
24
0
26
0.223
25
0no
0
181
88
44
510
43.3
0.222
26
1yes
8
154
78
32
0
32.4
0.443
45
1yes
1
128
88
39
110
36.5
1.057
37
1yes
7
137
90
41
0
32
0.391
39
0no
0
123
72
0
0
36.3
0.258
52
1yes
1
106
76
0
0
37.5
0.197
26
0no
6
190
92
0
0
35.5
0.278
66
1yes
2
88
58
26
16
28.4
0.766
22
0no
9
170
74
31
0
44
0.403
43
1yes
9
89
62
0
0
22.5
0.142
33
0no
10
101
76
48
180
32.9
0.171
63
0no
2
122
70
27
0
36.8
0.34
27
0no
5
121
72
23
112
26.2
0.245
30
0no
1
126
60
0
0
30.1
0.349
47
1yes
1
93
70
31
0
30.4
0.315
23
0no