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
231,406
24
0
60 to 64
0
1
1
1
0
0
1
1
1
0
1
0
Fair
0
0
0
6
7
Non-Diabetic
169,565
33
0
55 to 59
0
1
1
0
0
0
0
0
0
0
1
0
Good
15
0
0
Advanced Degree
5
Non-Diabetic
212,439
31
0
65 to 69
1
1
1
1
0
0
1
0
0
0
1
0
Good
0
0
0
Advanced Degree
3
Non-Diabetic
38,247
31
0
35 to 39
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
Advanced Degree
6
Non-Diabetic
26,475
26
30
50 to 54
1
1
1
1
0
0
1
0
0
0
1
0
Excellent
30
1
0
Advanced Degree
1
Diabetic
141,968
26
0
30 to 34
0
0
1
0
0
0
1
0
1
0
1
0
Good
0
0
0
Some College Degree
8
Non-Diabetic
48,562
29
0
80 or older
0
0
1
0
0
0
1
1
0
0
1
0
Fair
2
0
0
6
8
Non-Diabetic
205,718
28
0
40 to 44
0
1
1
1
0
0
1
0
1
0
1
1
Poor
0
0
1
6
8
Non-Diabetic
93,173
25
0
65 to 69
0
0
1
0
0
0
1
0
1
0
1
0
Poor
0
0
1
6
8
Diabetic
209,572
25
0
65 to 69
0
1
1
0
0
0
1
1
1
0
1
0
Good
0
0
0
Advanced Degree
8
Non-Diabetic
186,815
27
0
80 or older
0
0
1
1
0
0
0
1
1
0
1
0
Good
0
0
0
Some College Degree
2
Non-Diabetic
144,586
27
25
80 or older
1
1
1
0
0
0
1
1
1
0
1
0
Very Good
25
0
1
6
8
Non-Diabetic
188,424
26
12
50 to 54
0
0
1
1
0
0
1
0
0
0
1
0
Poor
0
0
0
6
7
Non-Diabetic
75,418
24
5
55 to 59
1
1
1
1
0
0
0
0
1
0
1
1
Good
20
1
0
Some College Degree
7
Non-Diabetic
113,144
30
0
65 to 69
0
0
1
1
0
0
1
1
1
0
1
0
Poor
0
0
1
Some College Degree
8
Non-Diabetic
229,381
25
0
55 to 59
0
0
1
1
0
0
0
0
1
0
1
0
Poor
0
0
0
Advanced Degree
8
Non-Diabetic
23,000
25
21
50 to 54
0
0
1
1
0
0
1
0
1
0
1
0
Very Good
15
1
1
Advanced Degree
2
Non-Diabetic
107,430
25
0
55 to 59
0
0
1
1
0
0
1
1
1
0
1
0
Fair
0
0
0
Some College Degree
8
Non-Diabetic
107,028
27
0
65 to 69
1
1
1
1
0
1
1
1
1
0
1
0
Fair
0
0
0
Some College Degree
5
Non-Diabetic
88,686
40
0
55 to 59
1
1
1
0
0
0
1
0
1
0
1
0
Good
0
0
1
6
6
Diabetic
42,953
25
10
80 or older
1
0
1
0
0
0
0
0
0
0
1
0
Very Good
5
1
0
Advanced Degree
5
Non-Diabetic
7,967
23
3
60 to 64
0
1
1
0
0
0
1
0
1
0
1
0
Fair
0
0
0
6
7
Non-Diabetic
106,287
26
0
50 to 54
1
1
1
1
0
0
0
0
1
0
1
0
Good
0
0
0
Advanced Degree
8
Non-Diabetic
42,376
23
2
60 to 64
0
1
1
1
0
0
1
0
1
0
1
0
Fair
0
0
0
Some College Degree
8
Diabetic
47,613
27
30
45 to 49
0
0
1
0
0
0
1
1
1
0
1
0
Very Good
0
0
1
Some College Degree
8
Non-Diabetic
111,200
26
0
40 to 44
1
1
0
1
0
0
1
0
1
0
1
1
Poor
0
0
0
6
3
Non-Diabetic
206,384
21
15
30 to 34
0
0
1
1
0
0
1
0
1
1
1
0
Good
5
0
0
6
8
Non-Diabetic
59,788
31
0
35 to 39
0
0
0
0
0
0
1
0
1
0
1
0
Good
0
0
1
6
8
Non-Diabetic
129,679
21
0
55 to 59
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
225,735
26
0
30 to 34
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
1
6
5
Non-Diabetic
199,088
32
0
55 to 59
1
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
1
Advanced Degree
6
Non-Diabetic
223,466
35
0
50 to 54
1
0
1
0
0
0
1
0
1
0
1
0
Fair
5
0
0
Advanced Degree
8
Non-Diabetic
149,826
33
7
35 to 39
1
1
1
1
0
0
1
0
1
0
1
1
Good
30
0
1
Advanced Degree
4
Non-Diabetic
16,032
28
1
55 to 59
0
0
0
1
0
0
1
1
1
1
0
1
Very Good
3
0
1
High School
5
Non-Diabetic
113,269
33
7
65 to 69
1
0
1
0
0
1
1
0
0
0
1
0
Excellent
30
1
1
6
6
Non-Diabetic
3,556
44
25
45 to 49
1
1
1
0
0
0
1
0
0
0
0
1
Excellent
15
0
0
Some College Degree
4
Diabetic
49,572
27
30
60 to 64
1
1
1
1
0
0
1
1
1
1
1
0
Good
0
1
1
6
8
Non-Diabetic
157,120
33
0
50 to 54
1
1
1
0
0
0
1
1
1
0
1
0
Good
0
0
1
6
8
Non-Diabetic
68,950
32
0
65 to 69
1
1
1
0
0
0
1
1
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
135,367
29
10
55 to 59
1
1
1
0
0
0
1
0
1
0
1
0
Fair
0
0
0
Advanced Degree
7
Non-Diabetic
186,280
26
0
80 or older
1
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
1
6
4
Diabetic
216,760
22
0
30 to 34
0
0
0
1
0
0
1
1
1
0
0
0
Fair
0
0
0
Some College Degree
6
Non-Diabetic
199,029
24
30
80 or older
1
0
1
0
0
0
0
1
1
0
1
0
Good
0
1
0
Advanced Degree
2
Non-Diabetic
7,978
21
4
55 to 59
0
0
1
1
0
0
1
1
1
0
1
0
Good
4
0
0
6
5
Diabetic
233,296
26
2
80 or older
0
0
1
1
0
1
1
0
0
0
1
0
Good
0
0
1
Some College Degree
6
Non-Diabetic
20,003
25
0
35 to 39
0
0
1
0
0
0
1
1
1
0
1
1
Good
30
0
1
Some College Degree
3
Non-Diabetic
144,972
24
15
80 or older
1
1
1
1
0
0
1
1
1
0
1
0
Good
0
1
0
Advanced Degree
8
Non-Diabetic
104,869
27
30
65 to 69
1
1
1
1
1
1
0
0
0
0
1
0
Good
13
0
0
Advanced Degree
4
Non-Diabetic
5,766
25
30
25 to 29
1
0
1
1
0
0
0
1
1
1
0
1
Very Good
30
0
1
Elementary
7
Non-Diabetic
154,462
25
0
65 to 69
0
1
1
1
0
0
1
1
1
1
1
0
Fair
0
0
0
6
8
Non-Diabetic
231,736
23
2
50 to 54
0
0
1
1
0
0
1
1
1
0
1
0
Fair
2
0
1
Some College Degree
5
Non-Diabetic
156,989
28
0
30 to 34
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
1
Some College Degree
4
Non-Diabetic
74,757
51
0
35 to 39
0
0
1
0
0
0
1
0
0
0
1
1
Good
0
0
1
6
6
Diabetic
129,775
23
0
65 to 69
0
1
1
0
0
0
1
1
0
0
1
0
Fair
0
0
0
6
8
Non-Diabetic
227,746
40
0
60 to 64
0
0
1
1
0
0
1
0
1
0
1
0
Good
0
1
0
Advanced Degree
5
Diabetic
19,502
24
0
25 to 29
0
0
1
0
0
0
1
1
1
0
1
0
Fair
2
0
0
Advanced Degree
8
Non-Diabetic
201,777
29
2
55 to 59
0
1
1
0
0
0
1
1
1
1
1
1
Fair
0
0
1
6
7
Non-Diabetic
71,176
29
0
60 to 64
0
1
1
0
0
0
1
1
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
232,061
24
0
60 to 64
0
1
1
1
0
0
1
1
1
0
1
0
Fair
0
0
0
Advanced Degree
4
Non-Diabetic
126,821
29
28
65 to 69
0
0
1
0
0
0
0
1
1
0
1
0
Excellent
30
1
1
6
2
Diabetic
134,995
39
0
65 to 69
1
1
1
0
0
0
1
1
1
0
1
0
Good
0
1
0
6
5
Non-Diabetic
218,587
39
3
75 to 79
1
1
1
0
0
0
0
0
0
0
1
1
Good
0
0
0
High School
6
Diabetic
227,978
23
0
30 to 34
0
0
1
1
0
0
0
1
1
0
1
0
Fair
4
0
0
Some College Degree
4
Non-Diabetic
223,309
42
20
50 to 54
0
1
1
0
0
0
1
1
1
1
1
0
Very Good
30
0
0
6
5
Non-Diabetic
137,995
34
0
40 to 44
0
0
0
1
0
0
1
0
1
0
0
1
Good
0
0
1
6
2
Non-Diabetic
179,278
31
0
50 to 54
0
1
1
1
0
0
1
1
1
0
1
0
Very Good
0
0
0
Advanced Degree
7
Diabetic
83,869
31
1
25 to 29
1
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
6
3
Non-Diabetic
130,400
30
30
35 to 39
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
139,911
27
0
65 to 69
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
Some College Degree
4
Non-Diabetic
245,827
34
0
50 to 54
0
0
1
0
0
0
0
0
1
0
1
0
Fair
0
0
1
Advanced Degree
7
Non-Diabetic
24,893
27
0
60 to 64
1
1
1
1
0
0
0
1
1
0
1
0
Excellent
15
1
0
Elementary
1
Non-Diabetic
466
33
30
35 to 39
1
1
1
0
0
0
1
0
1
0
1
0
Very Good
10
1
1
Advanced Degree
5
Non-Diabetic
172,377
21
0
40 to 44
0
1
0
0
0
0
1
1
1
0
1
0
Poor
5
0
0
6
8
Non-Diabetic
67,823
31
0
50 to 54
0
1
1
0
0
0
1
1
1
0
1
0
Fair
5
0
1
6
8
Non-Diabetic
86,557
31
7
60 to 64
1
1
1
0
0
0
0
1
1
0
1
0
Good
0
0
1
6
7
Non-Diabetic
74,261
24
1
60 to 64
1
0
1
1
1
0
1
1
1
1
1
0
Very Good
0
0
1
Some College Degree
5
Non-Diabetic
130,456
26
0
65 to 69
1
1
1
1
0
0
1
0
1
0
1
0
Poor
0
0
1
Some College Degree
8
Non-Diabetic
31,021
29
2
45 to 49
0
0
1
0
0
0
1
1
1
0
1
1
Fair
0
0
1
Some College Degree
1
Non-Diabetic
234,304
35
2
80 or older
1
1
1
1
0
0
1
1
1
0
1
0
Good
0
0
1
6
4
Diabetic
121,679
30
2
60 to 64
1
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
1
6
7
Non-Diabetic
123,695
26
0
80 or older
1
1
1
1
0
0
1
1
0
0
1
0
Fair
0
0
0
Some College Degree
3
Non-Diabetic
12,825
36
7
60 to 64
0
1
1
1
0
0
0
1
1
0
1
1
Very Good
0
1
0
Advanced Degree
7
Diabetic
132,017
23
0
35 to 39
0
0
0
1
0
0
1
0
1
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
233,199
24
0
55 to 59
0
0
1
0
0
0
1
0
0
0
1
0
Fair
0
0
0
6
8
Non-Diabetic
125,589
25
0
80 or older
1
0
1
0
1
1
1
1
1
1
1
0
Fair
0
0
0
Advanced Degree
5
Non-Diabetic
214,996
31
4
80 or older
1
1
1
1
0
0
0
1
1
0
1
0
Very Good
0
1
1
Some College Degree
6
Non-Diabetic
231,791
27
0
65 to 69
1
1
1
1
0
0
1
1
1
0
1
0
Good
0
0
1
Advanced Degree
8
Non-Diabetic
74,114
26
0
60 to 64
0
0
0
0
0
0
0
1
1
0
1
0
Poor
0
0
1
6
6
Non-Diabetic
164,840
30
0
40 to 44
0
0
1
1
0
0
1
1
1
0
1
0
Good
0
0
1
Some College Degree
8
Non-Diabetic
56,079
29
0
30 to 34
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
1
6
7
Non-Diabetic
110,438
28
0
60 to 64
0
0
1
0
0
0
0
1
1
0
1
0
Fair
0
0
0
6
8
Non-Diabetic
165,834
19
0
60 to 64
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
6
7
Non-Diabetic
208,743
32
29
60 to 64
1
1
1
1
0
1
0
0
1
0
1
0
Very Good
0
1
1
Advanced Degree
8
Non-Diabetic
13,085
25
0
40 to 44
0
0
1
0
0
0
0
0
0
0
0
0
Good
0
0
0
Some College Degree
5
Non-Diabetic
113,384
29
0
55 to 59
1
0
1
0
1
0
1
0
1
1
1
1
Good
0
0
0
Advanced Degree
8
Non-Diabetic
34,253
34
0
35 to 39
0
0
1
0
0
0
1
0
1
0
1
0
Good
0
0
1
Some College Degree
8
Non-Diabetic
96,314
31
0
60 to 64
0
0
1
0
0
0
0
1
1
0
1
0
Fair
0
0
0
Advanced Degree
8
Non-Diabetic
204,947
41
30
55 to 59
1
0
1
0
0
0
0
0
1
0
1
0
Excellent
0
1
1
Advanced Degree
5
Non-Diabetic
216,212
31
0
35 to 39
0
1
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
Some College Degree
8
Non-Diabetic
216,590
24
4
18 to 24
0
0
1
0
0
0
1
1
1
0
1
0
Poor
8
0
0
Advanced Degree
6
Non-Diabetic