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
4
95
64
0
0
32
0.161
31
1yes
6
137
61
0
0
24.2
0.151
55
0no
5
136
84
41
88
35
0.286
35
1yes
9
72
78
25
0
31.6
0.28
38
0no
5
168
64
0
0
32.9
0.135
41
1yes
2
123
48
32
165
42.1
0.52
26
0no
4
115
72
0
0
28.9
0.376
46
1yes
0
101
62
0
0
21.9
0.336
25
0no
8
197
74
0
0
25.9
1.191
39
1yes
1
172
68
49
579
42.4
0.702
28
1yes
6
102
90
39
0
35.7
0.674
28
0no
1
112
72
30
176
34.4
0.528
25
0no
1
143
84
23
310
42.4
1.076
22
0no
1
143
74
22
61
26.2
0.256
21
0no
0
138
60
35
167
34.6
0.534
21
1yes
3
173
84
33
474
35.7
0.258
22
1yes
1
97
68
21
0
27.2
1.095
22
0no
4
144
82
32
0
38.5
0.554
37
1yes
1
83
68
0
0
18.2
0.624
27
0no
3
129
64
29
115
26.4
0.219
28
1yes
1
119
88
41
170
45.3
0.507
26
0no
2
94
68
18
76
26
0.561
21
0no
0
102
64
46
78
40.6
0.496
21
0no
2
115
64
22
0
30.8
0.421
21
0no
8
151
78
32
210
42.9
0.516
36
1yes
4
184
78
39
277
37
0.264
31
1yes
0
94
0
0
0
0
0.256
25
0no
1
181
64
30
180
34.1
0.328
38
1yes
0
135
94
46
145
40.6
0.284
26
0no
1
95
82
25
180
35
0.233
43
1yes
2
99
0
0
0
22.2
0.108
23
0no
3
89
74
16
85
30.4
0.551
38
0no
1
80
74
11
60
30
0.527
22
0no
2
139
75
0
0
25.6
0.167
29
0no
1
90
68
8
0
24.5
1.138
36
0no
0
141
0
0
0
42.4
0.205
29
1yes
12
140
85
33
0
37.4
0.244
41
0no
5
147
75
0
0
29.9
0.434
28
0no
1
97
70
15
0
18.2
0.147
21
0no
6
107
88
0
0
36.8
0.727
31
0no
0
189
104
25
0
34.3
0.435
41
1yes
2
83
66
23
50
32.2
0.497
22
0no
4
117
64
27
120
33.2
0.23
24
0no
8
108
70
0
0
30.5
0.955
33
1yes
4
117
62
12
0
29.7
0.38
30
1yes
0
180
78
63
14
59.4
2.42
25
1yes
1
100
72
12
70
25.3
0.658
28
0no
0
95
80
45
92
36.5
0.33
26
0no
0
104
64
37
64
33.6
0.51
22
1yes
0
120
74
18
63
30.5
0.285
26
0no
1
82
64
13
95
21.2
0.415
23
0no
2
134
70
0
0
28.9
0.542
23
1yes
0
91
68
32
210
39.9
0.381
25
0no
2
119
0
0
0
19.6
0.832
72
0no
2
100
54
28
105
37.8
0.498
24
0no
14
175
62
30
0
33.6
0.212
38
1yes
1
135
54
0
0
26.7
0.687
62
0no
5
86
68
28
71
30.2
0.364
24
0no
10
148
84
48
237
37.6
1.001
51
1yes
9
134
74
33
60
25.9
0.46
81
0no
9
120
72
22
56
20.8
0.733
48
0no
1
71
62
0
0
21.8
0.416
26
0no
8
74
70
40
49
35.3
0.705
39
0no
5
88
78
30
0
27.6
0.258
37
0no
10
115
98
0
0
24
1.022
34
0no
0
124
56
13
105
21.8
0.452
21
0no
0
74
52
10
36
27.8
0.269
22
0no
0
97
64
36
100
36.8
0.6
25
0no
8
120
0
0
0
30
0.183
38
1yes
6
154
78
41
140
46.1
0.571
27
0no
1
144
82
40
0
41.3
0.607
28
0no
0
137
70
38
0
33.2
0.17
22
0no
0
119
66
27
0
38.8
0.259
22
0no
7
136
90
0
0
29.9
0.21
50
0no
4
114
64
0
0
28.9
0.126
24
0no
0
137
84
27
0
27.3
0.231
59
0no
2
105
80
45
191
33.7
0.711
29
1yes
7
114
76
17
110
23.8
0.466
31
0no
8
126
74
38
75
25.9
0.162
39
0no
4
132
86
31
0
28
0.419
63
0no
3
158
70
30
328
35.5
0.344
35
1yes
0
123
88
37
0
35.2
0.197
29
0no
4
85
58
22
49
27.8
0.306
28
0no
0
84
82
31
125
38.2
0.233
23
0no
0
145
0
0
0
44.2
0.63
31
1yes
0
135
68
42
250
42.3
0.365
24
1yes
1
139
62
41
480
40.7
0.536
21
0no
0
173
78
32
265
46.5
1.159
58
0no
4
99
72
17
0
25.6
0.294
28
0no
8
194
80
0
0
26.1
0.551
67
0no
2
83
65
28
66
36.8
0.629
24
0no
2
89
90
30
0
33.5
0.292
42
0no
4
99
68
38
0
32.8
0.145
33
0no
4
125
70
18
122
28.9
1.144
45
1yes
3
80
0
0
0
0
0.174
22
0no
6
166
74
0
0
26.6
0.304
66
0no
5
110
68
0
0
26
0.292
30
0no
2
81
72
15
76
30.1
0.547
25
0no
7
195
70
33
145
25.1
0.163
55
1yes
6
154
74
32
193
29.3
0.839
39
0no