ID
int64
0
254k
BMI
float32
12
98
PhysHlth
float32
0
30
Age
stringclasses
13 values
HighBP
stringclasses
2 values
HighChol
stringclasses
2 values
CholCheck
stringclasses
2 values
Smoker
stringclasses
2 values
Stroke
stringclasses
2 values
HeartDiseaseorAttack
stringclasses
2 values
PhysActivity
stringclasses
2 values
Fruits
stringclasses
2 values
Veggies
stringclasses
2 values
HvyAlcoholConsump
stringclasses
2 values
AnyHealthcare
stringclasses
2 values
NoDocbcCost
stringclasses
2 values
GenHlth
stringclasses
5 values
MentHlth
stringlengths
1
2
DiffWalk
stringclasses
2 values
Sex
stringclasses
2 values
Education
stringclasses
6 values
Income
stringclasses
8 values
Diabetes_binary
stringclasses
2 values
189,332
40
0
50 to 54
1
1
1
1
0
1
1
1
1
0
1
0
Very Good
1
1
1
Some College Degree
3
Non-Diabetic
17,798
28
0
55 to 59
0
0
1
1
0
0
0
1
0
0
1
0
Good
0
0
1
Elementary
7
Diabetic
60,802
25
0
35 to 39
0
0
1
1
0
0
1
0
0
0
1
0
Fair
0
0
1
Some College Degree
6
Non-Diabetic
134,822
29
0
70 to 74
1
0
1
1
0
0
1
1
1
0
1
0
Poor
0
0
1
Advanced Degree
6
Non-Diabetic
174,833
29
0
55 to 59
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
1
Advanced Degree
8
Non-Diabetic
169,903
28
0
65 to 69
1
0
1
1
0
0
1
0
1
0
1
0
Poor
0
0
1
Advanced Degree
8
Non-Diabetic
146,034
27
30
70 to 74
0
1
1
0
0
0
1
1
1
0
1
0
Good
0
0
1
6
8
Non-Diabetic
23,857
28
0
75 to 79
0
0
1
1
0
0
1
1
1
0
1
0
Fair
30
0
1
6
8
Non-Diabetic
150,635
24
0
50 to 54
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
41,370
37
0
65 to 69
0
0
1
1
0
0
1
1
1
0
1
0
Good
0
0
1
Advanced Degree
4
Diabetic
169,539
29
0
55 to 59
1
1
1
0
0
0
0
0
1
0
1
0
Very Good
0
0
1
6
8
Diabetic
172,041
31
0
80 or older
0
0
1
0
0
0
0
1
0
0
0
0
Good
0
0
0
Some College Degree
4
Diabetic
72,592
37
0
60 to 64
0
0
1
0
0
0
1
1
1
0
1
0
Good
0
0
1
6
7
Non-Diabetic
229,374
20
0
50 to 54
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
1
6
6
Non-Diabetic
143,485
24
0
70 to 74
0
1
1
0
0
0
1
1
0
0
1
0
Fair
0
0
0
6
7
Non-Diabetic
203,234
24
0
40 to 44
0
0
1
0
0
0
1
1
0
0
1
0
Good
0
0
0
6
8
Non-Diabetic
185,226
22
30
55 to 59
1
0
1
1
0
0
1
1
1
0
1
0
Excellent
0
1
1
6
8
Non-Diabetic
24,091
27
0
70 to 74
1
1
1
0
0
0
1
1
1
0
1
0
Fair
2
1
0
6
6
Diabetic
189,617
33
0
50 to 54
0
0
1
1
0
0
1
1
1
0
1
0
Fair
1
0
0
6
8
Non-Diabetic
107,342
34
0
45 to 49
0
0
1
1
1
0
0
1
1
0
1
0
Good
28
0
0
Advanced Degree
4
Non-Diabetic
32,711
22
3
40 to 44
0
0
1
1
0
0
1
0
1
0
1
0
Poor
2
0
0
6
8
Non-Diabetic
103,488
24
0
65 to 69
0
0
1
1
0
0
1
1
0
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
116,392
21
1
35 to 39
0
0
1
1
0
0
1
0
1
0
1
0
Poor
5
0
0
6
8
Non-Diabetic
208,466
28
0
65 to 69
1
1
1
0
0
0
1
1
1
1
1
0
Good
0
0
0
Some College Degree
6
Non-Diabetic
158,772
27
0
75 to 79
0
1
1
1
0
0
0
1
1
0
1
0
Poor
0
0
1
Advanced Degree
7
Non-Diabetic
51,749
36
1
45 to 49
1
0
1
0
0
0
1
0
1
0
1
0
Very Good
20
1
1
Some College Degree
1
Diabetic
39,854
27
3
65 to 69
0
1
1
0
0
0
1
1
1
0
1
0
Good
0
0
0
6
7
Non-Diabetic
14,653
31
0
60 to 64
0
0
1
0
0
0
1
0
1
0
1
0
Poor
0
0
0
Some College Degree
6
Non-Diabetic
154,424
32
0
60 to 64
0
0
1
0
0
0
1
0
0
0
1
0
Good
2
0
1
6
5
Non-Diabetic
183,148
25
0
50 to 54
1
1
1
0
0
0
1
1
1
0
1
0
Poor
0
0
1
6
8
Non-Diabetic
227,807
24
0
55 to 59
0
0
1
0
0
0
1
0
1
0
1
0
Fair
0
0
0
6
8
Non-Diabetic
10,521
34
0
45 to 49
1
0
1
0
0
0
1
1
1
0
1
0
Good
0
0
0
Elementary
6
Non-Diabetic
101,003
30
0
70 to 74
1
0
1
1
0
0
0
0
1
0
1
0
Fair
0
0
0
Some College Degree
3
Non-Diabetic
167,046
24
0
40 to 44
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
6
5
Non-Diabetic
167,742
25
2
60 to 64
0
1
1
1
0
0
1
0
1
0
1
1
Good
0
1
0
Advanced Degree
3
Non-Diabetic
22,079
19
0
60 to 64
0
1
1
0
0
0
1
0
1
0
1
0
Fair
0
0
0
6
8
Non-Diabetic
204,140
31
0
65 to 69
1
1
1
0
0
0
1
1
1
0
1
0
Good
0
0
0
6
8
Diabetic
175,620
49
20
65 to 69
1
1
1
1
1
1
0
0
0
0
1
0
Excellent
30
1
1
Elementary
2
Diabetic
153,799
28
0
60 to 64
1
1
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
6
7
Non-Diabetic
143,892
19
0
45 to 49
0
0
1
0
0
0
1
1
0
0
1
0
Poor
0
0
0
Advanced Degree
8
Non-Diabetic
8,524
21
0
60 to 64
1
1
1
0
0
0
1
0
0
0
1
0
Poor
0
0
0
Advanced Degree
7
Non-Diabetic
116,427
25
0
50 to 54
0
0
1
0
0
0
0
1
1
0
1
0
Fair
0
0
1
Advanced Degree
6
Non-Diabetic
120,903
37
10
25 to 29
0
0
1
0
0
0
0
0
1
0
0
1
Very Good
30
0
0
Some College Degree
5
Non-Diabetic
102,610
31
30
55 to 59
1
1
1
1
0
0
1
1
0
0
1
0
Fair
15
1
0
Elementary
2
Non-Diabetic
175,306
27
0
75 to 79
1
0
1
1
1
1
0
1
1
0
1
0
Excellent
0
1
0
Some College Degree
4
Diabetic
208,151
19
2
50 to 54
0
0
1
0
0
0
1
0
1
0
1
0
Fair
0
0
0
6
8
Non-Diabetic
118,527
38
0
65 to 69
0
0
1
0
0
1
1
1
1
0
1
0
Very Good
0
0
1
6
2
Diabetic
53,054
21
1
55 to 59
1
0
1
1
1
0
0
1
1
0
1
0
Good
0
0
0
Some College Degree
7
Non-Diabetic
197,970
26
0
18 to 24
0
0
1
0
0
0
1
1
1
0
1
1
Poor
2
0
0
Advanced Degree
5
Non-Diabetic
117,311
30
2
55 to 59
0
1
1
1
0
0
1
1
1
0
1
0
Fair
0
0
1
Some College Degree
7
Non-Diabetic
190,678
35
0
65 to 69
1
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
Advanced Degree
6
Non-Diabetic
156,442
25
5
65 to 69
1
0
1
1
0
0
1
0
0
0
0
0
Very Good
30
1
1
Elementary
2
Non-Diabetic
16,445
36
0
60 to 64
1
0
1
0
0
0
0
1
1
0
0
1
Poor
0
0
1
Advanced Degree
8
Non-Diabetic
187,795
19
2
40 to 44
1
0
1
0
0
0
1
1
1
0
1
0
Fair
5
0
0
6
7
Non-Diabetic
50,893
24
0
55 to 59
0
0
1
0
0
0
1
0
1
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
91,007
34
0
55 to 59
0
1
1
0
0
0
1
1
1
0
1
0
Good
0
0
1
Advanced Degree
3
Non-Diabetic
182,155
32
0
50 to 54
1
1
1
1
0
0
1
0
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
25,631
22
0
45 to 49
0
0
1
0
0
0
1
1
1
0
1
0
Poor
1
0
0
6
8
Non-Diabetic
154,928
28
0
30 to 34
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
Some College Degree
5
Non-Diabetic
61,069
28
15
50 to 54
0
0
1
1
0
0
0
0
0
0
1
1
Fair
0
0
0
High School
6
Non-Diabetic
61,674
42
0
45 to 49
1
1
1
1
1
1
1
0
1
0
1
0
Good
0
0
0
Advanced Degree
3
Non-Diabetic
123,197
25
5
35 to 39
0
0
1
0
0
0
0
1
1
0
1
0
Fair
0
0
0
Advanced Degree
7
Non-Diabetic
63,568
18
30
50 to 54
0
0
1
1
0
0
0
0
0
0
1
0
Good
4
1
0
Some College Degree
6
Non-Diabetic
98,219
17
2
70 to 74
1
0
1
1
0
1
1
0
0
0
1
0
Good
0
1
0
Some College Degree
5
Non-Diabetic
51,279
23
10
75 to 79
1
1
1
1
0
0
1
1
1
0
1
0
Good
0
0
1
Advanced Degree
6
Non-Diabetic
207,976
35
0
60 to 64
1
1
1
1
0
0
0
0
1
0
1
0
Very Good
1
1
0
Some College Degree
3
Non-Diabetic
145,473
54
2
30 to 34
1
1
1
1
0
0
1
0
1
0
1
0
Good
0
0
0
Some College Degree
1
Non-Diabetic
95,587
27
0
40 to 44
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
1
6
8
Non-Diabetic
148,411
23
0
35 to 39
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
96,988
26
0
55 to 59
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
171,882
32
0
80 or older
1
0
1
0
0
0
1
1
1
0
1
0
Good
0
0
1
6
6
Diabetic
112,411
28
1
45 to 49
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
6
7
Non-Diabetic
102,600
38
0
30 to 34
0
0
1
1
0
0
0
1
0
0
1
0
Fair
0
0
1
High School
4
Non-Diabetic
244,581
25
0
40 to 44
0
1
1
0
0
0
1
1
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
80,617
31
1
55 to 59
1
1
1
0
0
0
1
1
1
0
1
0
Good
2
0
1
6
8
Non-Diabetic
72,098
25
30
60 to 64
1
1
1
1
0
0
0
0
1
0
1
0
Excellent
30
1
1
Some College Degree
6
Diabetic
154,389
28
25
70 to 74
1
1
1
0
0
0
1
1
1
0
1
0
Good
3
1
1
6
6
Non-Diabetic
176,817
34
0
45 to 49
0
0
1
0
0
0
0
0
1
0
1
0
Good
0
0
1
Some College Degree
8
Non-Diabetic
138,422
33
30
60 to 64
1
1
0
1
0
0
0
0
0
0
0
1
Excellent
28
1
0
Advanced Degree
4
Diabetic
89,208
29
3
55 to 59
0
0
1
1
0
0
1
1
1
0
1
0
Good
0
1
0
Advanced Degree
4
Non-Diabetic
180,811
17
0
75 to 79
1
0
0
1
0
0
1
0
1
0
1
0
Poor
0
0
1
Some College Degree
2
Non-Diabetic
82,263
23
2
25 to 29
0
0
1
0
0
0
1
1
1
0
1
1
Fair
0
0
0
Advanced Degree
8
Non-Diabetic
82,888
27
2
60 to 64
0
0
1
0
0
0
1
1
1
0
1
0
Good
0
0
0
Advanced Degree
6
Non-Diabetic
28,323
27
0
60 to 64
1
1
1
1
0
0
1
0
1
0
1
0
Good
0
0
1
Advanced Degree
2
Non-Diabetic
152,843
23
0
55 to 59
1
1
1
0
0
0
1
1
1
0
1
0
Good
29
0
0
6
8
Non-Diabetic
134,021
29
0
65 to 69
1
1
1
0
0
0
1
0
1
0
1
0
Fair
0
0
1
Advanced Degree
6
Non-Diabetic
139,065
30
5
60 to 64
0
0
1
0
0
0
1
1
1
0
1
0
Good
0
0
0
Advanced Degree
5
Diabetic
61,020
34
30
55 to 59
1
1
1
0
0
0
0
0
0
0
1
0
Excellent
30
1
1
Some College Degree
2
Diabetic
181,237
31
0
18 to 24
0
0
0
0
0
0
1
0
0
0
1
0
Poor
0
0
0
Advanced Degree
1
Non-Diabetic
40,063
30
0
80 or older
0
0
1
0
0
0
0
1
1
0
1
0
Fair
0
1
1
6
8
Non-Diabetic
64,266
34
0
35 to 39
1
0
0
0
0
0
0
1
1
0
0
1
Good
5
0
0
6
5
Non-Diabetic
155,372
34
0
30 to 34
0
0
1
0
0
0
1
1
1
0
1
0
Good
0
0
0
Some College Degree
1
Non-Diabetic
95,396
21
0
40 to 44
0
1
1
1
0
0
1
0
1
0
1
0
Poor
7
0
0
Some College Degree
8
Non-Diabetic
116,891
27
0
55 to 59
1
1
1
1
0
0
1
0
0
0
1
0
Fair
0
0
0
6
7
Non-Diabetic
16,386
32
0
45 to 49
1
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
1
Some College Degree
2
Non-Diabetic
32,299
22
0
40 to 44
0
1
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
6
3
Non-Diabetic
140,945
26
4
25 to 29
0
0
0
0
0
0
1
0
0
0
1
0
Poor
0
0
0
6
7
Non-Diabetic
129,159
28
0
60 to 64
0
0
1
0
0
0
1
1
1
0
1
0
Poor
3
0
1
6
8
Non-Diabetic
172,306
31
0
45 to 49
1
0
1
0
0
0
1
1
0
0
1
1
Good
0
0
0
Some College Degree
8
Non-Diabetic
99,868
33
0
45 to 49
1
0
1
0
0
0
1
0
1
0
1
0
Poor
0
0
1
6
8
Non-Diabetic