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
31,878
29
0
50 to 54
1
0
1
1
0
0
1
0
1
0
0
1
Fair
10
0
0
Advanced Degree
7
Non-Diabetic
66,566
30
0
60 to 64
1
1
1
1
0
1
1
1
1
0
1
0
Good
2
0
1
6
8
Non-Diabetic
190,226
30
3
25 to 29
0
0
1
1
0
0
1
0
1
0
1
0
Fair
3
0
0
6
8
Non-Diabetic
154,289
40
0
45 to 49
0
0
1
0
0
0
1
1
1
0
1
0
Good
0
0
0
Advanced Degree
3
Non-Diabetic
2,608
36
0
25 to 29
0
0
1
0
0
0
0
0
0
0
1
1
Fair
0
0
0
6
6
Non-Diabetic
62,106
24
20
60 to 64
1
1
1
1
0
0
0
0
1
0
0
1
Excellent
30
0
0
6
2
Diabetic
78,532
31
0
55 to 59
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
203,208
34
3
65 to 69
1
0
1
0
0
1
1
1
1
0
1
0
Good
0
1
1
Advanced Degree
6
Diabetic
127,342
33
3
55 to 59
1
1
1
1
0
1
1
0
0
0
1
1
Good
0
0
1
Advanced Degree
1
Non-Diabetic
54,719
30
0
60 to 64
1
1
1
0
0
0
1
1
1
0
1
0
Good
0
0
0
Advanced Degree
2
Non-Diabetic
128,034
21
0
80 or older
0
0
1
1
0
1
1
1
0
0
1
0
Fair
0
0
1
Some College Degree
7
Diabetic
49,712
33
0
55 to 59
0
0
1
0
0
0
0
0
0
0
0
0
Good
1
0
1
Advanced Degree
5
Non-Diabetic
4,749
30
0
55 to 59
1
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
89,698
39
2
80 or older
0
0
1
0
0
0
1
1
1
0
1
0
Good
0
0
0
Advanced Degree
2
Non-Diabetic
10,090
36
10
55 to 59
0
1
1
0
0
0
1
0
1
0
1
0
Good
5
0
1
6
8
Diabetic
16,408
23
0
18 to 24
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
1
6
6
Non-Diabetic
194,796
26
0
65 to 69
0
0
1
1
0
1
1
1
1
0
1
0
Fair
3
0
0
Advanced Degree
8
Non-Diabetic
60,949
38
0
55 to 59
1
1
1
0
0
0
0
0
0
0
1
0
Good
0
0
1
Advanced Degree
7
Non-Diabetic
119,704
21
1
25 to 29
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
6
6
Non-Diabetic
25,079
22
0
25 to 29
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
153,140
26
1
45 to 49
1
1
1
1
0
0
1
0
1
0
1
0
Fair
0
0
0
6
8
Non-Diabetic
44,277
22
2
50 to 54
1
0
1
1
0
0
0
0
1
1
1
1
Good
10
0
0
Some College Degree
7
Non-Diabetic
251,850
27
0
60 to 64
0
0
1
0
0
0
0
1
1
0
1
0
Poor
0
0
1
6
7
Non-Diabetic
95,315
26
0
70 to 74
1
1
1
0
0
0
1
1
1
0
1
0
Good
1
0
0
6
7
Non-Diabetic
38,140
23
30
80 or older
1
1
1
0
0
0
0
1
1
0
1
0
Good
0
1
1
6
2
Non-Diabetic
142,742
26
0
60 to 64
0
0
1
1
0
0
1
1
1
0
1
1
Good
0
0
1
6
5
Non-Diabetic
219,465
39
7
50 to 54
0
0
1
1
0
0
1
1
1
1
1
0
Fair
0
0
0
Some College Degree
6
Non-Diabetic
62,379
34
30
80 or older
1
1
1
0
0
0
0
0
0
1
1
0
Good
5
1
1
Elementary
5
Non-Diabetic
141,830
26
0
70 to 74
0
1
1
1
0
0
1
0
1
0
1
0
Good
2
0
1
Advanced Degree
4
Non-Diabetic
89,370
29
6
65 to 69
0
1
1
1
1
0
0
0
0
0
1
0
Poor
0
1
0
Some College Degree
2
Non-Diabetic
26,989
28
0
45 to 49
0
1
1
0
0
0
0
1
0
0
1
0
Fair
10
0
1
Advanced Degree
6
Non-Diabetic
216,223
17
2
45 to 49
0
0
1
0
0
0
0
0
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
219,413
24
0
75 to 79
1
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
107,875
34
4
60 to 64
1
1
1
1
0
0
1
0
1
0
1
0
Fair
0
1
0
Some College Degree
3
Diabetic
38,147
36
0
60 to 64
1
1
1
1
0
0
1
0
1
0
1
0
Fair
1
0
0
6
8
Non-Diabetic
178,311
36
0
75 to 79
0
1
1
1
0
1
0
1
1
0
1
0
Fair
0
0
1
6
6
Non-Diabetic
104,611
34
0
70 to 74
1
1
1
1
0
0
0
0
1
1
1
1
Good
0
0
1
Some College Degree
5
Diabetic
136,069
18
0
55 to 59
0
1
1
0
0
0
1
0
1
0
1
0
Good
0
0
0
Some College Degree
5
Non-Diabetic
129,619
24
0
80 or older
1
1
1
1
0
0
1
1
0
0
1
0
Fair
0
0
1
Advanced Degree
5
Non-Diabetic
135,861
25
0
70 to 74
0
0
1
1
0
0
0
1
0
0
1
0
Poor
0
0
0
Some College Degree
3
Non-Diabetic
184,463
20
0
50 to 54
0
0
1
0
0
0
1
1
1
0
0
1
Poor
0
0
1
6
7
Non-Diabetic
68,002
27
12
70 to 74
1
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
Advanced Degree
6
Diabetic
237,846
21
0
18 to 24
0
0
1
0
0
0
1
1
1
0
0
0
Fair
0
0
0
Advanced Degree
5
Non-Diabetic
101,910
33
0
70 to 74
1
1
1
1
0
1
0
1
1
0
1
0
Fair
0
0
1
6
5
Diabetic
173,346
27
0
55 to 59
0
0
1
0
0
0
0
1
1
0
0
1
Fair
0
0
1
Advanced Degree
5
Non-Diabetic
217,509
30
0
30 to 34
0
0
1
1
0
0
1
1
1
0
1
0
Good
0
0
0
Some College Degree
8
Non-Diabetic
120,471
27
30
50 to 54
1
0
1
1
0
0
0
1
0
0
1
0
Excellent
20
0
0
Some College Degree
4
Diabetic
190,421
29
0
30 to 34
0
0
1
0
0
0
0
1
1
0
1
0
Good
0
0
0
6
3
Non-Diabetic
20,708
32
30
65 to 69
0
1
1
0
0
0
1
1
1
0
1
0
Fair
0
1
1
6
8
Non-Diabetic
26,141
24
4
35 to 39
0
0
1
0
0
0
1
1
0
0
1
0
Poor
2
0
1
Advanced Degree
8
Non-Diabetic
127,744
23
8
70 to 74
0
0
1
1
0
0
0
0
1
0
1
0
Fair
1
0
1
Some College Degree
3
Non-Diabetic
74,644
22
1
30 to 34
0
0
1
0
0
0
1
1
1
0
1
0
Fair
2
0
0
Advanced Degree
7
Non-Diabetic
111,799
40
3
55 to 59
1
1
1
0
0
0
1
1
0
0
1
0
Good
4
1
0
Advanced Degree
2
Non-Diabetic
120,847
49
0
60 to 64
1
1
1
1
0
0
1
0
0
0
1
0
Excellent
0
1
0
Some College Degree
1
Diabetic
241,900
27
0
18 to 24
0
0
1
0
0
0
0
1
1
0
1
0
Good
0
0
1
Some College Degree
8
Non-Diabetic
123,614
33
1
55 to 59
1
1
1
1
0
0
0
0
1
0
1
1
Good
0
0
0
Advanced Degree
2
Non-Diabetic
92,770
24
0
55 to 59
0
0
1
0
0
0
1
1
1
0
1
0
Good
0
0
1
Some College Degree
8
Non-Diabetic
100,581
21
0
45 to 49
0
0
1
0
0
0
1
1
1
0
1
0
Poor
10
0
0
6
8
Non-Diabetic
242,117
42
0
45 to 49
1
0
1
0
0
0
1
0
1
0
1
0
Fair
0
0
1
6
7
Non-Diabetic
199,538
32
0
55 to 59
1
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
6
8
Non-Diabetic
237,423
28
0
18 to 24
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
Some College Degree
4
Non-Diabetic
246,863
26
14
75 to 79
1
1
1
0
1
0
1
1
1
0
1
0
Poor
0
0
1
6
8
Non-Diabetic
42,477
24
3
70 to 74
1
1
1
0
0
1
1
0
1
0
1
0
Fair
2
0
1
6
8
Non-Diabetic
151,559
34
0
65 to 69
1
1
1
0
0
0
1
1
0
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
96,146
33
0
65 to 69
1
1
1
0
0
0
0
0
0
0
1
0
Fair
15
0
0
Advanced Degree
6
Non-Diabetic
6,478
39
0
65 to 69
1
1
1
0
0
0
1
1
1
0
1
0
Good
0
0
1
6
8
Non-Diabetic
163,487
28
0
65 to 69
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
1
6
8
Non-Diabetic
157,868
24
0
80 or older
0
1
1
0
1
0
1
1
1
0
1
0
Good
0
0
0
Some College Degree
3
Non-Diabetic
42,182
19
10
80 or older
1
1
1
1
0
0
0
1
1
0
1
0
Fair
0
0
1
Some College Degree
3
Non-Diabetic
216,167
27
2
80 or older
0
0
1
0
0
0
1
1
1
0
1
0
Good
0
0
0
Advanced Degree
5
Non-Diabetic
2,144
40
0
65 to 69
1
0
1
0
0
0
0
1
1
0
1
0
Good
0
1
0
6
5
Diabetic
197,728
24
30
35 to 39
0
0
0
1
0
0
0
0
0
0
1
0
Excellent
30
1
0
Some College Degree
3
Non-Diabetic
173,975
30
0
65 to 69
0
0
1
1
0
0
0
1
1
0
1
0
Fair
0
0
0
Advanced Degree
8
Non-Diabetic
171,358
42
0
40 to 44
1
1
0
1
0
0
0
0
1
0
1
0
Good
0
0
1
Advanced Degree
8
Non-Diabetic
132,121
25
0
40 to 44
0
0
1
1
0
0
1
1
1
0
1
0
Fair
0
0
0
6
7
Non-Diabetic
150,411
21
30
70 to 74
1
0
1
0
0
0
1
0
1
0
1
0
Excellent
30
0
1
Elementary
2
Diabetic
61,383
24
0
80 or older
0
1
1
1
0
1
1
1
1
0
1
0
Poor
30
0
1
6
7
Non-Diabetic
31,809
29
2
50 to 54
0
0
1
0
0
0
1
1
1
0
1
0
Very Good
0
1
0
6
8
Non-Diabetic
166,648
30
0
40 to 44
0
1
1
1
0
0
1
0
1
0
1
0
Good
0
0
1
Some College Degree
8
Non-Diabetic
94,715
26
0
80 or older
1
1
1
1
0
1
1
1
1
0
1
0
Fair
0
0
1
Some College Degree
6
Non-Diabetic
69,039
30
0
70 to 74
1
0
1
0
0
0
1
0
1
0
1
0
Good
0
0
0
6
6
Diabetic
66,742
43
2
25 to 29
0
0
1
1
0
0
1
0
1
0
1
0
Fair
10
0
0
6
8
Non-Diabetic
169,104
25
0
80 or older
0
0
0
0
0
0
1
1
1
0
1
0
Poor
0
0
1
6
8
Non-Diabetic
115,960
26
0
45 to 49
1
0
1
0
0
1
0
0
0
0
1
0
Good
0
0
1
Advanced Degree
7
Non-Diabetic
246,542
24
0
65 to 69
0
1
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
6
8
Non-Diabetic
43,806
31
0
60 to 64
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
1
0
Advanced Degree
8
Non-Diabetic
25,365
25
0
65 to 69
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
1
6
8
Non-Diabetic
38,634
23
0
55 to 59
0
0
1
0
0
0
1
1
1
0
1
0
Good
0
0
0
6
6
Non-Diabetic
177,210
27
2
40 to 44
0
1
1
0
0
0
1
1
1
0
1
0
Good
3
0
0
6
4
Non-Diabetic
51,058
20
0
50 to 54
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
6
2
Non-Diabetic
10,061
36
8
30 to 34
0
1
1
1
0
0
1
1
1
0
1
0
Very Good
0
0
0
High School
5
Non-Diabetic
64,065
40
0
45 to 49
0
0
1
0
0
0
1
1
1
0
1
0
Good
5
0
0
Some College Degree
7
Non-Diabetic
196,742
26
30
50 to 54
1
1
1
1
0
0
1
1
1
1
1
1
Very Good
30
0
0
6
6
Non-Diabetic
67,328
23
0
65 to 69
1
1
1
1
1
0
0
0
0
0
1
0
Good
0
0
0
Advanced Degree
7
Non-Diabetic
167,981
22
15
45 to 49
1
1
1
1
0
0
0
0
0
0
1
1
Very Good
30
1
1
Some College Degree
3
Non-Diabetic
75,101
24
0
18 to 24
0
0
1
0
0
0
1
1
1
0
1
0
Very Good
14
0
0
Advanced Degree
5
Non-Diabetic
221,606
39
0
50 to 54
1
1
1
0
0
0
1
0
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
102,211
27
1
35 to 39
0
0
1
0
0
0
1
0
1
0
1
0
Poor
20
0
1
6
8
Non-Diabetic
189,460
27
0
65 to 69
1
0
1
0
0
0
1
0
1
0
1
0
Fair
10
0
0
Advanced Degree
5
Non-Diabetic
63,950
34
0
55 to 59
1
1
1
0
0
0
0
1
0
0
1
0
Fair
7
0
0
Advanced Degree
6
Non-Diabetic