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
238,639
27
0
50 to 54
0
0
1
1
0
0
1
1
0
0
1
0
Fair
0
0
0
6
8
Non-Diabetic
241,286
23
0
35 to 39
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
1
6
8
Non-Diabetic
14,581
25
2
45 to 49
0
1
1
0
0
0
1
1
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
32,611
33
30
60 to 64
0
0
1
1
1
0
1
1
1
0
1
0
Excellent
5
1
0
6
4
Non-Diabetic
89,552
39
0
70 to 74
1
1
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
6
2
Non-Diabetic
93,836
29
2
60 to 64
1
0
1
0
0
0
1
1
1
0
1
0
Fair
4
0
0
Some College Degree
8
Non-Diabetic
72,953
37
1
75 to 79
0
0
1
1
0
0
1
1
1
0
1
0
Good
0
0
0
Advanced Degree
8
Non-Diabetic
105,662
34
0
55 to 59
0
0
1
0
0
0
1
0
1
0
1
0
Good
0
0
0
6
8
Non-Diabetic
187,711
29
30
50 to 54
0
0
1
1
0
0
1
0
1
1
1
0
Excellent
0
0
0
Some College Degree
1
Non-Diabetic
233,738
32
5
65 to 69
1
0
1
0
0
0
1
1
1
0
1
1
Fair
0
0
0
6
6
Non-Diabetic
56,363
27
0
60 to 64
1
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
6
8
Non-Diabetic
66,583
27
0
45 to 49
1
0
1
0
0
0
1
0
1
0
1
0
Good
0
0
1
Some College Degree
8
Non-Diabetic
15,458
26
0
55 to 59
0
0
0
0
0
0
1
1
1
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
202,050
26
0
35 to 39
0
0
1
1
0
0
1
0
1
0
1
0
Poor
0
0
1
6
8
Non-Diabetic
152,923
22
0
60 to 64
0
0
1
1
0
0
1
1
1
0
1
0
Poor
0
0
1
6
8
Non-Diabetic
191,699
27
0
65 to 69
0
1
1
0
0
0
1
1
1
0
1
0
Poor
0
0
1
6
8
Non-Diabetic
82,091
33
0
40 to 44
1
0
1
0
0
0
0
0
1
0
1
0
Fair
0
0
0
Advanced Degree
7
Non-Diabetic
139,271
26
14
35 to 39
1
0
1
0
0
0
1
0
1
0
1
0
Very Good
0
0
1
Advanced Degree
8
Non-Diabetic
104,600
35
1
65 to 69
0
0
1
1
0
0
1
0
1
0
1
0
Fair
0
0
1
6
4
Non-Diabetic
247,747
29
0
45 to 49
0
0
1
0
0
0
1
1
0
0
0
0
Fair
0
0
1
Advanced Degree
8
Non-Diabetic
229,375
32
30
60 to 64
0
0
1
1
1
1
0
1
0
0
1
0
Very Good
0
1
1
Some College Degree
5
Diabetic
205,637
29
0
45 to 49
0
0
1
0
0
0
1
0
1
0
1
0
Fair
0
0
1
Some College Degree
8
Non-Diabetic
113,091
27
0
45 to 49
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
Advanced Degree
8
Non-Diabetic
90,496
23
10
80 or older
0
1
1
0
0
0
1
1
1
0
1
0
Good
5
0
0
Some College Degree
4
Non-Diabetic
101,575
32
10
55 to 59
0
1
1
0
0
0
1
1
1
0
1
0
Good
0
1
0
6
8
Non-Diabetic
220,177
29
0
30 to 34
0
1
1
0
0
0
0
1
1
0
1
0
Good
0
0
0
6
6
Non-Diabetic
238,963
22
0
18 to 24
0
0
1
0
0
0
1
1
1
0
1
0
Poor
3
0
1
6
4
Non-Diabetic
124,818
28
3
50 to 54
1
0
1
0
0
0
1
0
0
0
1
0
Fair
4
0
1
6
8
Non-Diabetic
145,640
28
0
50 to 54
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
219,630
28
0
70 to 74
1
0
1
0
0
0
1
1
1
0
1
0
Good
10
0
1
Some College Degree
4
Non-Diabetic
240,203
30
0
45 to 49
1
0
1
0
0
0
1
0
0
0
1
0
Poor
4
0
1
Some College Degree
8
Non-Diabetic
130,529
30
0
50 to 54
0
0
1
0
0
0
1
0
1
1
1
0
Fair
0
0
1
6
7
Non-Diabetic
69,884
21
30
80 or older
0
1
1
0
0
0
0
1
1
0
1
0
Excellent
25
1
0
Advanced Degree
5
Non-Diabetic
22,253
20
0
60 to 64
1
0
1
1
0
0
1
1
1
0
1
0
Very Good
0
0
0
6
7
Non-Diabetic
194,602
46
0
45 to 49
1
1
1
0
0
0
1
0
0
0
1
0
Good
0
0
1
6
1
Diabetic
253,019
25
0
25 to 29
0
0
1
0
0
0
1
0
0
0
1
0
Good
0
0
0
Some College Degree
1
Non-Diabetic
249,433
27
5
60 to 64
1
0
1
1
0
0
1
1
1
0
1
0
Good
3
0
0
Advanced Degree
6
Diabetic
218,326
18
0
25 to 29
0
0
1
1
0
0
1
0
0
0
1
0
Fair
0
0
0
Some College Degree
7
Non-Diabetic
212,345
32
3
45 to 49
1
0
1
0
0
0
1
1
0
1
1
1
Good
4
1
0
Some College Degree
4
Non-Diabetic
82,619
38
30
60 to 64
1
1
1
0
0
0
0
1
0
0
1
0
Excellent
5
1
0
Advanced Degree
1
Diabetic
213,686
34
4
50 to 54
1
0
1
1
0
0
1
0
1
0
1
0
Good
0
0
0
6
8
Non-Diabetic
101,667
27
10
60 to 64
1
1
1
0
0
1
1
1
1
0
1
0
Good
1
0
1
6
6
Non-Diabetic
242,115
28
0
60 to 64
1
1
1
0
0
1
1
1
1
0
1
0
Fair
0
0
1
Advanced Degree
7
Non-Diabetic
67,422
30
0
45 to 49
0
0
1
0
0
0
0
0
1
0
1
0
Fair
0
0
1
6
7
Non-Diabetic
19,205
24
15
30 to 34
0
0
1
0
0
0
0
1
0
0
1
0
Good
3
0
0
High School
7
Non-Diabetic
223,383
32
0
60 to 64
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
1
6
7
Non-Diabetic
69,964
27
0
75 to 79
0
1
1
1
0
0
0
0
1
0
1
0
Fair
0
0
1
6
6
Non-Diabetic
13,082
31
0
40 to 44
0
1
1
1
0
0
0
0
0
0
1
0
Good
0
0
0
6
8
Non-Diabetic
208,540
31
1
60 to 64
1
1
1
1
0
0
1
0
1
0
1
0
Good
7
0
1
6
8
Diabetic
212,239
30
0
60 to 64
0
0
1
1
0
0
1
0
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
45,784
41
0
60 to 64
0
0
1
0
0
0
0
0
0
0
1
0
Fair
0
1
0
Advanced Degree
6
Non-Diabetic
125,066
23
30
65 to 69
1
1
1
1
0
0
0
0
0
0
1
0
Excellent
0
1
0
Some College Degree
2
Non-Diabetic
38,071
24
0
70 to 74
1
1
1
1
0
0
1
0
1
1
1
0
Good
0
1
0
Some College Degree
8
Non-Diabetic
57,978
30
25
80 or older
1
1
1
1
0
0
1
1
1
0
1
0
Good
0
0
1
Advanced Degree
8
Non-Diabetic
172,512
32
0
60 to 64
0
0
1
0
0
0
0
0
1
0
0
0
Fair
0
0
1
Elementary
5
Non-Diabetic
88,351
23
3
55 to 59
0
1
1
0
0
0
1
1
1
0
1
0
Fair
3
0
0
6
8
Non-Diabetic
25,740
31
1
30 to 34
0
1
1
0
0
0
1
1
1
0
1
0
Very Good
10
0
0
6
6
Non-Diabetic
57,921
24
2
70 to 74
0
1
1
1
0
1
1
1
0
0
1
0
Good
1
0
1
6
4
Non-Diabetic
149,831
31
0
75 to 79
1
1
1
0
0
0
1
1
1
0
1
0
Good
0
0
0
Some College Degree
5
Non-Diabetic
165,019
30
0
55 to 59
1
1
1
1
0
0
1
1
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
180,280
31
0
70 to 74
1
1
1
1
0
0
1
1
1
0
1
0
Fair
0
0
0
6
6
Non-Diabetic
129,452
23
0
40 to 44
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
149,591
29
30
80 or older
1
1
1
0
0
0
1
1
1
0
1
0
Very Good
0
1
0
Some College Degree
4
Diabetic
231,983
27
0
70 to 74
0
0
1
0
0
0
1
1
1
0
1
0
Poor
3
0
1
6
8
Non-Diabetic
236,991
22
0
55 to 59
0
0
1
1
1
0
0
1
1
0
1
0
Excellent
0
1
1
High School
2
Non-Diabetic
237,315
36
0
40 to 44
0
0
0
0
0
0
1
0
1
0
1
0
Fair
4
0
0
6
8
Non-Diabetic
58,110
28
0
70 to 74
0
0
1
0
1
0
1
1
1
0
1
0
Good
0
0
1
6
8
Non-Diabetic
223,821
48
0
40 to 44
1
0
1
0
0
0
1
1
1
0
1
0
Good
3
0
0
6
8
Non-Diabetic
29,928
25
0
50 to 54
1
1
1
1
0
1
1
0
1
1
0
0
Good
0
0
1
6
8
Diabetic
40,609
34
2
65 to 69
1
1
1
1
0
0
1
1
1
0
1
0
Fair
4
0
0
6
8
Non-Diabetic
93,722
26
0
35 to 39
0
0
1
0
0
0
1
1
1
0
1
0
Fair
1
0
0
6
8
Non-Diabetic
201,404
29
0
50 to 54
0
1
1
0
0
0
1
0
1
0
1
0
Poor
0
0
1
Some College Degree
8
Non-Diabetic
253,291
31
0
55 to 59
1
0
1
0
0
0
0
1
1
0
1
0
Very Good
0
0
1
6
8
Diabetic
112,017
32
30
70 to 74
1
1
1
1
0
0
1
0
1
0
1
0
Very Good
0
1
1
Some College Degree
4
Non-Diabetic
107,918
23
0
60 to 64
0
1
1
1
0
1
1
1
1
0
1
0
Poor
0
0
1
Advanced Degree
7
Non-Diabetic
240,239
26
5
55 to 59
1
1
1
1
0
0
1
0
1
1
1
0
Very Good
2
0
1
Some College Degree
8
Non-Diabetic
43,135
32
0
70 to 74
1
0
1
0
0
1
1
1
0
0
1
0
Good
0
0
1
6
8
Non-Diabetic
9,901
20
0
35 to 39
0
0
1
0
0
0
1
1
1
0
1
0
Good
0
0
1
Some College Degree
5
Non-Diabetic
69,374
27
0
55 to 59
1
1
1
1
0
1
1
0
0
0
1
0
Very Good
0
0
1
Some College Degree
8
Non-Diabetic
235,788
27
0
60 to 64
0
1
1
0
0
0
1
0
1
0
1
0
Fair
0
0
0
6
8
Non-Diabetic
3,183
33
2
40 to 44
0
1
1
0
0
0
0
1
1
0
1
0
Fair
7
0
1
Some College Degree
7
Diabetic
248,167
25
0
65 to 69
0
0
1
1
0
0
1
0
1
0
1
0
Good
0
0
1
6
5
Non-Diabetic
187,807
29
0
35 to 39
0
0
1
0
0
0
1
1
1
0
1
0
Fair
2
0
0
6
8
Non-Diabetic
110,869
29
0
30 to 34
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
Some College Degree
7
Non-Diabetic
201,410
24
0
45 to 49
0
1
1
0
0
0
1
1
1
0
1
0
Poor
0
0
1
6
8
Non-Diabetic
195,708
33
0
55 to 59
1
1
1
1
0
1
0
1
1
0
1
0
Good
0
0
1
6
7
Non-Diabetic
33,344
24
0
35 to 39
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
1
6
8
Non-Diabetic
51,119
45
5
50 to 54
1
1
1
1
0
1
1
1
0
0
1
0
Very Good
2
1
1
Some College Degree
1
Diabetic
144,800
29
0
50 to 54
0
0
1
0
0
0
1
1
1
1
1
0
Fair
0
0
1
6
8
Non-Diabetic
59,031
27
0
35 to 39
0
0
1
0
0
0
1
0
0
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
26,018
24
0
30 to 34
0
0
1
1
0
0
0
1
1
0
1
0
Good
0
0
1
High School
2
Non-Diabetic
195,342
25
0
50 to 54
0
0
1
0
0
0
1
1
1
0
1
0
Fair
5
0
0
6
8
Non-Diabetic
226,301
26
0
65 to 69
0
0
1
0
0
0
1
1
1
0
1
0
Good
0
0
1
6
8
Non-Diabetic
154,084
34
0
55 to 59
1
0
1
0
0
0
0
1
1
0
1
0
Good
0
0
0
Advanced Degree
4
Non-Diabetic
99,962
28
0
40 to 44
0
1
1
0
0
0
0
1
0
0
1
0
Poor
0
0
1
6
6
Non-Diabetic
54,810
25
2
40 to 44
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
6
7
Non-Diabetic
16,005
21
7
60 to 64
0
0
1
1
0
0
0
1
1
0
1
0
Fair
2
0
0
Advanced Degree
6
Non-Diabetic
59,357
22
25
30 to 34
0
0
1
1
0
1
1
0
0
0
1
0
Very Good
15
0
0
High School
3
Non-Diabetic
235,418
34
2
45 to 49
0
1
1
1
0
0
1
0
1
0
1
0
Good
3
0
1
6
6
Diabetic
101,375
25
3
30 to 34
0
0
1
1
0
0
1
1
1
0
1
1
Good
0
0
1
Advanced Degree
7
Non-Diabetic