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
1
108
88
19
0
27.1
0.4
24
0no
6
96
0
0
0
23.7
0.19
28
0no
1
124
74
36
0
27.8
0.1
30
0no
7
150
78
29
126
35.2
0.692
54
1yes
4
183
0
0
0
28.4
0.212
36
1yes
1
124
60
32
0
35.8
0.514
21
0no
1
181
78
42
293
40
1.258
22
1yes
1
92
62
25
41
19.5
0.482
25
0no
0
152
82
39
272
41.5
0.27
27
0no
1
111
62
13
182
24
0.138
23
0no
3
106
54
21
158
30.9
0.292
24
0no
3
174
58
22
194
32.9
0.593
36
1yes
7
168
88
42
321
38.2
0.787
40
1yes
6
105
80
28
0
32.5
0.878
26
0no
11
138
74
26
144
36.1
0.557
50
1yes
3
106
72
0
0
25.8
0.207
27
0no
6
117
96
0
0
28.7
0.157
30
0no
2
68
62
13
15
20.1
0.257
23
0no
9
112
82
24
0
28.2
1.282
50
1yes
0
119
0
0
0
32.4
0.141
24
1yes
2
112
86
42
160
38.4
0.246
28
0no
2
92
76
20
0
24.2
1.698
28
0no
6
183
94
0
0
40.8
1.461
45
0no
0
94
70
27
115
43.5
0.347
21
0no
2
108
64
0
0
30.8
0.158
21
0no
4
90
88
47
54
37.7
0.362
29
0no
0
125
68
0
0
24.7
0.206
21
0no
0
132
78
0
0
32.4
0.393
21
0no
5
128
80
0
0
34.6
0.144
45
0no
4
94
65
22
0
24.7
0.148
21
0no
7
114
64
0
0
27.4
0.732
34
1yes
0
102
78
40
90
34.5
0.238
24
0no
2
111
60
0
0
26.2
0.343
23
0no
1
128
82
17
183
27.5
0.115
22
0no
10
92
62
0
0
25.9
0.167
31
0no
13
104
72
0
0
31.2
0.465
38
1yes
5
104
74
0
0
28.8
0.153
48
0no
2
94
76
18
66
31.6
0.649
23
0no
7
97
76
32
91
40.9
0.871
32
1yes
1
100
74
12
46
19.5
0.149
28
0no
0
102
86
17
105
29.3
0.695
27
0no
4
128
70
0
0
34.3
0.303
24
0no
6
147
80
0
0
29.5
0.178
50
1yes
4
90
0
0
0
28
0.61
31
0no
3
103
72
30
152
27.6
0.73
27
0no
2
157
74
35
440
39.4
0.134
30
0no
1
167
74
17
144
23.4
0.447
33
1yes
0
179
50
36
159
37.8
0.455
22
1yes
11
136
84
35
130
28.3
0.26
42
1yes
0
107
60
25
0
26.4
0.133
23
0no
1
91
54
25
100
25.2
0.234
23
0no
1
117
60
23
106
33.8
0.466
27
0no
5
123
74
40
77
34.1
0.269
28
0no
2
120
54
0
0
26.8
0.455
27
0no
1
106
70
28
135
34.2
0.142
22
0no
2
155
52
27
540
38.7
0.24
25
1yes
2
101
58
35
90
21.8
0.155
22
0no
1
120
80
48
200
38.9
1.162
41
0no
11
127
106
0
0
39
0.19
51
0no
3
80
82
31
70
34.2
1.292
27
1yes
10
162
84
0
0
27.7
0.182
54
0no
1
199
76
43
0
42.9
1.394
22
1yes
8
167
106
46
231
37.6
0.165
43
1yes
9
145
80
46
130
37.9
0.637
40
1yes
6
115
60
39
0
33.7
0.245
40
1yes
1
112
80
45
132
34.8
0.217
24
0no
4
145
82
18
0
32.5
0.235
70
1yes
10
111
70
27
0
27.5
0.141
40
1yes
6
98
58
33
190
34
0.43
43
0no
9
154
78
30
100
30.9
0.164
45
0no
6
165
68
26
168
33.6
0.631
49
0no
1
99
58
10
0
25.4
0.551
21
0no
10
68
106
23
49
35.5
0.285
47
0no
3
123
100
35
240
57.3
0.88
22
0no
8
91
82
0
0
35.6
0.587
68
0no
6
195
70
0
0
30.9
0.328
31
1yes
9
156
86
0
0
24.8
0.23
53
1yes
0
93
60
0
0
35.3
0.263
25
0no
3
121
52
0
0
36
0.127
25
1yes
2
101
58
17
265
24.2
0.614
23
0no
2
56
56
28
45
24.2
0.332
22
0no
0
162
76
36
0
49.6
0.364
26
1yes
0
95
64
39
105
44.6
0.366
22
0no
4
125
80
0
0
32.3
0.536
27
1yes
5
136
82
0
0
0
0.64
69
0no
2
129
74
26
205
33.2
0.591
25
0no
3
130
64
0
0
23.1
0.314
22
0no
1
107
50
19
0
28.3
0.181
29
0no
1
140
74
26
180
24.1
0.828
23
0no
1
144
82
46
180
46.1
0.335
46
1yes
8
107
80
0
0
24.6
0.856
34
0no
13
158
114
0
0
42.3
0.257
44
1yes
2
121
70
32
95
39.1
0.886
23
0no
7
129
68
49
125
38.5
0.439
43
1yes
2
90
60
0
0
23.5
0.191
25
0no
7
142
90
24
480
30.4
0.128
43
1yes
3
169
74
19
125
29.9
0.268
31
1yes
0
99
0
0
0
25
0.253
22
0no
4
127
88
11
155
34.5
0.598
28
0no
4
118
70
0
0
44.5
0.904
26
0no