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
99,000
27
1
50 to 54
0
0
1
0
0
0
1
1
1
0
1
0
Good
0
0
0
Some College Degree
8
Non-Diabetic
68,585
23
7
55 to 59
1
0
1
1
0
0
0
1
1
0
1
0
Fair
0
0
0
6
8
Non-Diabetic
229,571
22
0
25 to 29
0
0
1
0
0
0
1
0
0
0
1
0
Poor
0
0
1
Some College Degree
7
Non-Diabetic
104,926
24
4
70 to 74
1
1
1
1
1
1
1
0
0
0
1
0
Good
0
0
1
High School
6
Diabetic
49,996
20
0
25 to 29
0
0
1
1
0
0
1
0
1
0
1
0
Good
0
0
0
6
6
Non-Diabetic
142,356
22
10
70 to 74
1
0
1
1
0
0
1
0
1
0
1
0
Good
0
1
0
Advanced Degree
7
Non-Diabetic
173,683
18
0
50 to 54
0
1
0
1
0
0
1
1
0
0
1
0
Good
0
0
0
Some College Degree
1
Non-Diabetic
236,350
22
0
30 to 34
0
0
1
1
0
0
1
1
1
0
1
0
Fair
1
0
1
6
5
Non-Diabetic
228,616
25
0
35 to 39
0
1
1
1
0
0
1
0
1
0
1
0
Good
0
0
1
Advanced Degree
6
Non-Diabetic
10,377
39
2
45 to 49
0
0
1
0
0
0
1
0
1
0
1
1
Good
3
0
0
6
6
Diabetic
245,778
28
0
35 to 39
0
1
1
1
0
1
1
0
0
0
1
0
Poor
0
0
0
6
7
Non-Diabetic
151,239
26
0
70 to 74
1
0
1
0
0
0
1
1
1
0
1
0
Good
0
0
0
Some College Degree
8
Non-Diabetic
238,941
31
0
45 to 49
0
0
1
0
0
0
0
0
0
0
1
0
Fair
0
0
1
Advanced Degree
8
Non-Diabetic
69,417
25
0
80 or older
1
0
1
1
0
0
1
1
1
0
1
0
Fair
0
0
1
6
6
Non-Diabetic
83,442
23
0
55 to 59
0
0
1
0
0
0
0
1
1
1
1
0
Poor
0
0
0
Advanced Degree
8
Non-Diabetic
248,058
19
2
60 to 64
1
0
1
1
0
0
1
1
1
0
1
0
Poor
0
0
0
6
7
Non-Diabetic
194,047
29
0
55 to 59
0
1
1
1
0
0
1
1
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
24,407
36
0
35 to 39
1
1
1
1
0
0
1
1
0
1
1
0
Fair
15
0
1
Advanced Degree
6
Non-Diabetic
191,169
30
0
35 to 39
0
0
1
0
0
0
0
0
0
0
1
0
Fair
0
0
1
Some College Degree
2
Non-Diabetic
52,128
23
0
50 to 54
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
1
Advanced Degree
7
Non-Diabetic
177,553
44
10
25 to 29
0
0
1
0
0
0
1
0
1
0
0
1
Good
4
0
0
Advanced Degree
6
Non-Diabetic
195,804
20
0
40 to 44
0
0
1
1
0
0
1
1
1
0
0
1
Good
30
0
0
Advanced Degree
5
Non-Diabetic
50,195
23
0
60 to 64
0
1
1
1
0
0
1
1
1
0
1
0
Poor
0
0
1
6
6
Non-Diabetic
156,198
22
0
70 to 74
1
1
1
1
0
0
1
1
1
0
1
0
Fair
0
0
0
Advanced Degree
6
Non-Diabetic
163,266
27
0
50 to 54
0
0
1
0
0
0
1
0
1
1
1
0
Fair
0
0
0
6
3
Non-Diabetic
175,625
31
0
65 to 69
0
1
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
6
6
Non-Diabetic
150,125
31
20
55 to 59
1
1
1
1
0
1
0
1
1
0
1
1
Very Good
30
1
0
Advanced Degree
7
Non-Diabetic
444
29
0
60 to 64
0
1
1
0
0
0
0
1
0
0
1
0
Fair
0
0
0
Some College Degree
5
Non-Diabetic
82,370
20
3
30 to 34
0
0
1
0
0
0
1
0
1
0
1
0
Fair
0
0
0
6
2
Non-Diabetic
229,068
24
0
40 to 44
0
0
1
1
0
0
1
0
1
0
1
0
Fair
0
0
1
Some College Degree
8
Non-Diabetic
192,955
32
1
65 to 69
1
1
1
0
0
0
0
0
1
0
1
0
Fair
0
0
0
Advanced Degree
6
Non-Diabetic
4,690
27
0
65 to 69
1
1
1
1
1
1
1
0
1
0
1
0
Good
0
0
0
Advanced Degree
4
Diabetic
53,082
34
0
70 to 74
1
1
1
0
0
1
1
0
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
26,452
30
0
30 to 34
0
0
1
0
0
0
1
1
1
0
1
0
Good
0
0
1
Some College Degree
7
Non-Diabetic
203,412
37
30
35 to 39
1
1
1
1
0
1
0
0
1
0
1
1
Excellent
30
0
0
Advanced Degree
1
Diabetic
86,713
31
0
65 to 69
1
1
1
0
0
0
1
0
0
0
1
0
Fair
0
0
0
6
6
Non-Diabetic
61,303
29
20
70 to 74
1
0
1
1
1
1
0
0
0
0
1
1
Excellent
0
1
1
Elementary
3
Diabetic
60,675
27
30
75 to 79
1
1
1
1
0
1
0
1
0
0
1
0
Very Good
10
1
0
Some College Degree
5
Non-Diabetic
8,330
40
1
65 to 69
1
1
1
1
0
0
1
1
1
0
1
0
Good
0
1
0
6
8
Diabetic
239,235
31
27
55 to 59
0
1
1
1
0
0
0
1
1
0
1
1
Very Good
27
1
0
High School
2
Non-Diabetic
152,267
27
0
55 to 59
1
1
1
0
0
0
1
1
1
0
1
0
Fair
30
0
0
Advanced Degree
7
Non-Diabetic
133,533
29
7
70 to 74
0
0
1
1
0
0
0
0
1
0
1
0
Very Good
0
1
0
High School
2
Non-Diabetic
35,138
24
0
80 or older
0
1
1
0
0
0
1
1
1
0
1
0
Good
0
0
1
Some College Degree
5
Non-Diabetic
237,654
30
0
55 to 59
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
1
Advanced Degree
5
Non-Diabetic
31,616
30
0
70 to 74
0
1
1
0
0
0
0
0
0
0
1
0
Fair
0
0
0
Advanced Degree
7
Non-Diabetic
123,997
21
0
55 to 59
0
0
1
1
0
0
0
0
1
0
1
0
Poor
0
0
0
High School
8
Non-Diabetic
74,931
23
0
40 to 44
0
0
0
0
0
0
1
1
0
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
174,332
22
0
60 to 64
0
0
1
1
0
1
0
0
0
0
1
0
Very Good
0
0
1
Some College Degree
5
Non-Diabetic
78,650
24
0
55 to 59
0
0
1
1
0
0
1
0
1
0
0
0
Poor
3
0
1
Some College Degree
8
Non-Diabetic
88,660
31
0
55 to 59
0
0
1
0
0
1
1
1
1
0
1
0
Fair
0
0
0
Advanced Degree
8
Non-Diabetic
46,301
21
0
50 to 54
0
1
1
0
0
0
0
0
1
0
1
0
Good
0
0
1
Advanced Degree
8
Non-Diabetic
144,815
21
30
50 to 54
0
1
1
1
0
1
1
1
1
0
1
0
Excellent
4
1
0
6
3
Non-Diabetic
127,196
52
25
50 to 54
1
1
1
0
1
1
0
1
1
0
1
1
Excellent
30
1
1
6
5
Diabetic
10,781
40
3
55 to 59
0
0
1
0
0
0
1
0
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
166,194
26
0
55 to 59
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
1
6
7
Diabetic
229,796
24
0
65 to 69
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
Advanced Degree
7
Non-Diabetic
139,145
30
0
75 to 79
0
1
1
0
0
0
1
0
1
0
1
0
Fair
0
0
1
6
5
Non-Diabetic
19,251
29
0
45 to 49
1
0
1
0
0
0
1
0
0
0
1
0
Good
5
0
1
6
8
Non-Diabetic
133,097
23
0
60 to 64
1
0
1
1
0
0
1
0
0
0
1
0
Good
0
1
0
Some College Degree
5
Non-Diabetic
161,566
28
0
65 to 69
1
0
1
1
0
0
1
0
1
0
1
0
Poor
0
0
0
Some College Degree
8
Non-Diabetic
99,624
27
1
45 to 49
0
1
1
0
0
0
1
0
1
1
1
0
Good
0
0
0
6
8
Non-Diabetic
212,989
44
7
45 to 49
0
1
1
1
0
0
0
1
1
0
1
0
Very Good
15
0
1
6
8
Non-Diabetic
123,777
29
1
55 to 59
0
1
1
0
0
0
1
0
1
0
1
0
Fair
0
0
1
Advanced Degree
8
Non-Diabetic
158,513
29
5
65 to 69
1
0
1
0
0
0
1
1
1
0
1
0
Good
0
0
1
6
8
Non-Diabetic
184,018
27
6
70 to 74
1
0
1
0
0
0
1
1
1
0
1
0
Poor
1
0
0
6
6
Non-Diabetic
23,284
26
0
70 to 74
1
1
1
1
0
0
0
0
1
0
1
0
Good
0
0
1
6
5
Non-Diabetic
253,345
23
0
25 to 29
0
0
1
0
0
0
1
0
1
0
1
0
Poor
0
0
1
Some College Degree
2
Non-Diabetic
80,400
25
15
75 to 79
0
1
1
1
1
0
1
1
1
0
1
0
Very Good
0
0
0
High School
2
Non-Diabetic
63,601
26
3
55 to 59
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
Some College Degree
7
Non-Diabetic
99,586
20
0
60 to 64
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
68,977
26
0
55 to 59
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
Advanced Degree
8
Non-Diabetic
63,819
20
0
80 or older
0
1
1
0
0
0
0
0
1
0
1
0
Very Good
0
0
0
Some College Degree
6
Non-Diabetic
25,845
26
0
30 to 34
0
0
1
0
0
0
1
0
1
0
1
0
Good
0
0
1
6
7
Non-Diabetic
113,078
35
0
50 to 54
0
0
1
1
0
0
1
1
1
0
1
0
Good
0
0
0
Advanced Degree
6
Non-Diabetic
9,763
25
0
65 to 69
1
1
1
1
0
0
1
1
1
0
1
0
Fair
0
0
1
Advanced Degree
5
Non-Diabetic
79,126
27
0
75 to 79
1
1
1
0
0
0
1
0
1
0
1
0
Good
0
0
0
6
5
Non-Diabetic
235,896
35
2
80 or older
1
0
1
0
0
1
1
1
0
0
1
1
Good
0
0
0
Elementary
3
Non-Diabetic
165,357
30
0
70 to 74
1
1
1
1
0
1
1
1
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
190,337
26
15
65 to 69
1
1
1
0
0
0
1
1
1
0
1
0
Fair
30
0
0
6
8
Non-Diabetic
66,746
22
0
40 to 44
1
0
1
1
0
0
1
0
0
1
1
0
Good
0
0
1
Advanced Degree
7
Non-Diabetic
253,417
22
7
25 to 29
0
0
1
0
0
0
1
0
1
0
0
1
Good
30
0
1
6
3
Non-Diabetic
1,390
24
0
50 to 54
0
1
1
0
0
0
1
1
1
0
1
0
Fair
1
0
0
6
8
Non-Diabetic
195,937
26
0
70 to 74
0
0
1
1
0
0
0
1
1
0
1
0
Fair
0
0
1
Advanced Degree
6
Non-Diabetic
85,042
41
30
55 to 59
1
0
1
1
0
0
1
1
1
0
0
0
Very Good
0
1
0
Some College Degree
2
Non-Diabetic
247,792
27
0
65 to 69
0
1
1
0
0
0
1
1
1
0
0
0
Good
0
0
0
Advanced Degree
7
Non-Diabetic
99,769
22
0
45 to 49
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
237,711
28
0
60 to 64
1
1
1
1
0
0
0
1
1
0
1
0
Fair
30
1
1
Advanced Degree
4
Non-Diabetic
150,456
33
0
50 to 54
0
1
1
1
0
1
1
0
1
0
1
0
Good
0
0
1
6
5
Diabetic
230,184
32
3
65 to 69
0
1
1
1
0
0
1
1
1
1
1
0
Good
0
0
0
Advanced Degree
4
Diabetic
182,980
21
0
55 to 59
0
0
1
0
0
0
1
1
1
1
1
0
Fair
0
0
0
6
8
Non-Diabetic
138,170
24
1
35 to 39
0
1
1
0
0
0
1
1
1
0
1
0
Good
0
0
1
6
7
Non-Diabetic
55,840
41
30
60 to 64
0
1
1
0
0
0
0
0
1
0
1
0
Good
2
1
0
Some College Degree
5
Non-Diabetic
82,109
19
0
45 to 49
1
0
1
1
0
0
1
1
1
0
1
0
Poor
0
0
0
High School
5
Non-Diabetic
32,995
33
2
55 to 59
1
1
1
0
0
1
1
1
1
0
1
0
Good
0
0
1
Advanced Degree
8
Diabetic
227,032
23
0
35 to 39
0
0
1
1
0
0
0
1
1
1
1
0
Good
0
0
1
Some College Degree
5
Non-Diabetic
226,662
42
12
45 to 49
0
0
1
1
0
0
1
0
0
0
1
0
Good
0
0
1
Some College Degree
4
Non-Diabetic
198,434
22
1
25 to 29
0
0
1
0
0
0
1
1
1
0
1
1
Good
30
0
0
Advanced Degree
4
Non-Diabetic
106,625
20
0
65 to 69
1
1
1
0
0
0
0
1
1
0
1
0
Fair
0
0
0
6
5
Non-Diabetic
183,848
21
2
75 to 79
0
1
1
1
0
0
1
1
1
0
1
0
Good
0
0
0
Advanced Degree
4
Non-Diabetic
177,504
28
0
45 to 49
0
0
1
0
0
0
0
0
0
0
1
0
Fair
2
0
0
6
7
Non-Diabetic