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
114,414
29
0
65 to 69
0
1
1
0
0
0
1
0
1
0
1
1
Poor
0
0
0
6
7
Non-Diabetic
168,896
32
0
80 or older
1
1
1
0
0
0
0
1
1
0
1
0
Poor
0
0
0
Some College Degree
4
Non-Diabetic
68,354
25
5
65 to 69
1
0
1
1
0
0
1
1
1
0
1
0
Fair
0
0
1
6
2
Non-Diabetic
121,194
24
0
80 or older
1
0
1
0
0
0
0
0
1
0
1
0
Very Good
0
1
0
Advanced Degree
5
Non-Diabetic
141,150
31
0
25 to 29
0
0
1
0
0
1
1
1
1
0
1
0
Very Good
5
0
0
6
6
Diabetic
179,180
20
0
55 to 59
0
1
1
1
0
0
0
1
0
0
1
0
Very Good
3
1
0
Some College Degree
3
Non-Diabetic
175,260
35
0
70 to 74
1
1
1
1
0
0
0
0
1
0
1
0
Good
0
0
0
Advanced Degree
6
Diabetic
95,941
28
0
65 to 69
1
1
1
0
0
0
1
0
1
0
1
1
Good
0
0
0
6
3
Non-Diabetic
192,194
29
2
60 to 64
1
1
1
1
0
0
1
1
1
0
1
0
Good
0
0
1
Some College Degree
4
Diabetic
45,182
24
0
75 to 79
0
0
1
1
0
0
1
1
1
0
1
0
Good
0
0
0
Advanced Degree
8
Non-Diabetic
31,142
26
2
60 to 64
1
1
1
0
0
0
1
0
0
1
1
0
Fair
0
0
1
6
8
Non-Diabetic
76,670
31
0
40 to 44
1
0
1
0
0
0
0
1
1
0
1
0
Poor
0
0
1
6
7
Non-Diabetic
8,360
24
5
80 or older
0
0
1
1
0
0
0
0
1
0
1
0
Fair
0
0
1
Some College Degree
6
Non-Diabetic
99,058
24
3
65 to 69
0
1
1
0
0
0
0
1
1
0
1
0
Poor
0
0
0
Advanced Degree
8
Non-Diabetic
243,355
25
10
80 or older
0
0
1
1
0
1
1
0
1
0
1
0
Poor
5
0
1
Advanced Degree
3
Non-Diabetic
198,470
31
0
55 to 59
1
1
1
1
0
0
1
1
1
0
1
0
Fair
0
0
0
Advanced Degree
8
Non-Diabetic
116,879
23
0
35 to 39
0
0
1
0
0
0
1
0
1
0
1
0
Fair
0
0
1
Advanced Degree
7
Non-Diabetic
176,771
25
0
55 to 59
0
1
1
0
0
0
1
0
1
1
1
0
Poor
0
0
0
6
8
Non-Diabetic
100,806
30
0
45 to 49
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
6
8
Non-Diabetic
187,928
23
0
80 or older
1
1
1
1
0
1
1
0
1
0
1
0
Good
0
0
1
6
8
Diabetic
4,311
33
0
45 to 49
1
1
1
1
0
0
1
0
0
0
0
1
Good
0
0
0
High School
2
Non-Diabetic
76,319
79
0
25 to 29
0
0
1
0
0
0
1
0
0
0
1
1
Poor
0
0
0
Advanced Degree
5
Non-Diabetic
184,274
30
0
65 to 69
1
1
1
0
0
0
1
1
1
0
1
0
Fair
0
0
1
6
6
Non-Diabetic
137,185
31
20
65 to 69
1
1
1
1
0
0
0
1
1
0
1
0
Very Good
0
1
0
Some College Degree
3
Non-Diabetic
2,755
43
2
45 to 49
1
0
1
0
0
0
1
0
1
0
1
0
Fair
0
0
1
Some College Degree
5
Non-Diabetic
139,976
30
0
70 to 74
1
1
1
0
0
1
0
1
1
0
1
0
Fair
0
0
1
6
6
Non-Diabetic
241,516
30
0
55 to 59
1
1
1
1
0
1
0
0
1
0
1
0
Fair
0
0
1
High School
7
Diabetic
123,862
29
0
75 to 79
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
6
6
Non-Diabetic
252,836
24
0
25 to 29
0
0
1
0
0
0
0
0
0
0
1
0
Good
0
0
0
6
3
Non-Diabetic
183,392
30
5
55 to 59
0
0
1
0
0
0
1
1
1
0
1
0
Fair
1
0
1
Advanced Degree
8
Non-Diabetic
87,295
32
0
80 or older
1
0
1
1
0
0
0
1
1
0
1
0
Good
0
1
0
Some College Degree
8
Non-Diabetic
59,419
36
0
18 to 24
0
0
1
0
0
0
1
1
1
1
1
0
Very Good
0
0
0
Advanced Degree
1
Non-Diabetic
63,782
27
0
35 to 39
0
0
1
0
0
0
0
1
1
0
1
0
Good
0
0
0
Elementary
5
Non-Diabetic
125,460
38
0
65 to 69
1
1
1
0
0
0
0
0
1
0
1
0
Fair
2
1
0
Advanced Degree
7
Diabetic
216,980
22
0
40 to 44
0
0
0
0
0
0
1
1
1
0
1
1
Fair
15
0
0
Advanced Degree
5
Non-Diabetic
84,946
26
4
65 to 69
0
1
1
1
0
0
1
0
0
0
1
0
Fair
0
0
1
6
7
Non-Diabetic
126,258
24
0
30 to 34
0
0
1
1
0
0
1
1
1
0
1
0
Poor
2
0
0
6
8
Non-Diabetic
71,314
25
0
75 to 79
1
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
Some College Degree
5
Non-Diabetic
169,494
27
0
65 to 69
0
0
1
1
0
0
1
1
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
186,519
30
5
80 or older
1
0
1
0
0
0
1
1
1
0
1
0
Good
2
1
0
Some College Degree
3
Non-Diabetic
216,190
24
0
55 to 59
0
1
1
1
0
0
1
0
0
0
1
0
Fair
0
0
1
Some College Degree
7
Non-Diabetic
160,572
28
4
70 to 74
1
1
1
1
0
0
1
0
1
0
1
0
Good
4
0
0
Advanced Degree
6
Non-Diabetic
8,863
22
0
75 to 79
0
0
1
0
0
0
1
0
0
0
1
0
Poor
10
0
0
Some College Degree
5
Non-Diabetic
72,345
29
0
50 to 54
1
1
1
0
0
0
1
1
1
0
1
0
Good
0
1
1
Advanced Degree
3
Non-Diabetic
29,818
27
15
45 to 49
1
0
1
0
0
0
0
1
1
0
1
0
Good
2
0
0
Some College Degree
7
Diabetic
231,919
28
2
50 to 54
1
0
1
1
0
0
1
1
1
0
0
0
Fair
0
0
1
Advanced Degree
5
Diabetic
225,079
25
0
35 to 39
0
0
1
0
0
0
1
0
1
0
1
0
Fair
0
0
1
Advanced Degree
8
Non-Diabetic
14,406
26
0
40 to 44
0
0
1
0
0
0
1
0
0
0
1
0
Good
0
0
1
Advanced Degree
5
Non-Diabetic
135,709
31
0
75 to 79
1
0
1
1
0
0
1
1
1
0
1
0
Fair
0
0
0
Some College Degree
6
Non-Diabetic
43,243
20
25
80 or older
0
1
1
1
1
0
0
1
1
0
1
0
Excellent
1
0
1
Advanced Degree
6
Non-Diabetic
83,390
30
0
45 to 49
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
6
8
Non-Diabetic
227,056
22
1
70 to 74
1
1
1
0
0
0
1
1
1
0
1
0
Good
0
0
0
6
6
Non-Diabetic
70,765
31
0
55 to 59
0
0
1
1
0
0
1
1
1
0
0
0
Fair
0
0
0
Some College Degree
6
Non-Diabetic
202,668
44
2
55 to 59
1
0
1
0
0
0
0
1
1
0
1
0
Fair
3
1
0
Advanced Degree
7
Non-Diabetic
25,482
21
0
50 to 54
0
0
1
1
0
0
1
0
1
0
0
0
Good
0
0
0
Advanced Degree
6
Non-Diabetic
239,239
33
14
55 to 59
1
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
Advanced Degree
8
Non-Diabetic
85,025
36
0
50 to 54
1
1
1
1
0
0
0
1
1
0
0
1
Good
0
0
1
High School
3
Non-Diabetic
117,989
26
0
30 to 34
0
0
1
1
0
0
1
1
1
1
1
0
Good
0
0
0
6
6
Non-Diabetic
192,835
20
30
80 or older
1
1
1
0
1
0
1
1
1
0
1
0
Excellent
30
0
0
Advanced Degree
4
Non-Diabetic
230,481
35
10
55 to 59
1
1
1
0
1
0
1
0
1
0
1
0
Very Good
0
1
1
Some College Degree
1
Non-Diabetic
6,115
45
7
40 to 44
1
1
1
0
0
1
0
1
1
1
1
1
Good
5
0
1
6
7
Non-Diabetic
58,302
26
30
55 to 59
1
1
1
1
0
0
1
1
1
0
0
0
Excellent
0
0
1
6
7
Non-Diabetic
57,920
49
30
55 to 59
1
1
1
0
0
1
0
0
0
0
1
1
Excellent
5
1
0
Advanced Degree
2
Diabetic
83,016
28
30
40 to 44
0
0
1
0
0
0
0
0
1
0
1
0
Fair
8
0
0
Advanced Degree
1
Non-Diabetic
49,792
30
2
70 to 74
0
0
1
1
0
0
1
0
1
1
1
0
Good
14
0
0
Advanced Degree
5
Non-Diabetic
124,489
29
0
30 to 34
0
0
0
0
0
0
1
1
1
0
1
0
Good
0
0
1
Some College Degree
7
Non-Diabetic
219,796
25
0
65 to 69
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
6
7
Non-Diabetic
12,853
31
5
60 to 64
1
1
1
1
0
1
1
0
1
0
1
0
Good
0
0
1
6
8
Non-Diabetic
42,749
39
0
50 to 54
0
1
1
0
0
0
0
1
1
0
1
0
Good
4
0
1
6
8
Non-Diabetic
191,050
20
0
45 to 49
0
0
1
1
0
0
0
0
1
0
1
0
Poor
0
0
0
6
7
Non-Diabetic
73,358
41
21
80 or older
1
1
1
1
1
1
1
1
1
0
1
0
Excellent
3
1
0
Never Attended School
3
Diabetic
77,673
43
30
40 to 44
1
1
1
0
0
0
0
0
1
0
1
1
Fair
30
1
1
Some College Degree
7
Non-Diabetic
72,390
33
1
75 to 79
1
1
1
1
0
0
1
0
0
0
1
0
Good
0
0
0
Advanced Degree
6
Non-Diabetic
136,631
24
0
55 to 59
1
1
1
1
0
0
1
1
1
0
1
1
Good
0
1
1
Some College Degree
3
Non-Diabetic
159,425
29
0
75 to 79
1
1
1
1
0
1
0
1
1
0
1
0
Good
0
0
1
Advanced Degree
5
Non-Diabetic
196,302
26
0
45 to 49
0
0
1
0
0
0
0
1
1
0
1
0
Fair
0
0
0
6
8
Non-Diabetic
82,607
24
7
18 to 24
0
0
1
1
0
0
1
1
1
0
0
1
Good
0
0
1
Advanced Degree
6
Non-Diabetic
21,485
24
0
45 to 49
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
181,155
32
7
45 to 49
1
0
1
0
0
0
1
1
1
0
1
1
Poor
21
1
1
6
5
Non-Diabetic
61,959
31
0
40 to 44
0
0
1
0
0
0
0
0
1
0
0
0
Fair
0
0
0
Advanced Degree
6
Non-Diabetic
79,394
73
5
50 to 54
1
1
1
0
0
0
1
0
1
0
1
0
Good
7
0
1
6
8
Non-Diabetic
51,597
25
0
45 to 49
0
1
1
0
0
0
1
0
1
0
1
0
Very Good
0
0
0
6
6
Non-Diabetic
105,000
21
0
45 to 49
0
1
1
0
0
0
1
1
1
0
1
0
Poor
2
0
0
6
8
Non-Diabetic
82,439
25
10
60 to 64
1
1
1
1
0
1
0
0
0
0
1
0
Good
0
1
1
Some College Degree
3
Non-Diabetic
35,189
27
0
70 to 74
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
34,284
22
0
40 to 44
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
244,517
32
0
45 to 49
0
1
1
1
0
0
1
0
1
0
1
0
Good
0
0
1
6
7
Non-Diabetic
225,431
37
0
55 to 59
1
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
6
8
Non-Diabetic
83,681
29
0
50 to 54
0
1
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
Advanced Degree
8
Non-Diabetic
121,848
26
5
75 to 79
1
1
1
0
0
1
1
0
1
0
1
0
Good
0
0
0
6
7
Non-Diabetic
68,411
33
2
30 to 34
0
0
1
1
0
0
1
1
1
0
1
1
Fair
0
0
0
6
5
Non-Diabetic
47,532
32
0
25 to 29
1
0
1
1
0
0
1
1
1
1
1
0
Good
2
0
1
6
6
Non-Diabetic
153,452
32
30
50 to 54
0
1
1
1
0
0
0
0
1
0
0
1
Excellent
0
1
1
Elementary
3
Non-Diabetic
139,945
33
7
75 to 79
1
1
1
1
0
1
0
0
0
0
1
0
Good
0
0
1
Some College Degree
4
Diabetic
33,763
32
0
45 to 49
1
1
1
0
0
1
1
1
1
0
1
0
Fair
5
0
1
6
8
Non-Diabetic
219,713
28
1
25 to 29
0
0
1
0
0
0
1
1
1
0
1
0
Fair
2
0
1
Advanced Degree
7
Non-Diabetic
49,794
21
0
65 to 69
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
183,065
23
23
70 to 74
1
1
1
1
0
0
1
0
1
0
1
0
Fair
0
0
1
Advanced Degree
4
Non-Diabetic
227,452
38
0
55 to 59
1
0
1
0
0
0
1
1
1
0
1
0
Good
0
0
0
Some College Degree
8
Non-Diabetic
186,429
24
0
55 to 59
1
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic