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
177,201
26
0
40 to 44
0
0
1
1
0
0
1
1
0
0
1
1
Good
0
0
0
6
7
Non-Diabetic
252,940
31
0
65 to 69
0
1
1
0
0
0
1
0
0
0
1
0
Good
0
0
1
Elementary
3
Diabetic
237,893
40
5
40 to 44
0
0
1
0
0
0
1
1
1
0
1
0
Good
0
0
1
6
8
Non-Diabetic
60,579
23
0
50 to 54
0
0
1
0
0
0
1
1
1
0
1
0
Fair
5
0
0
6
8
Non-Diabetic
46,719
19
30
65 to 69
0
1
1
1
0
0
0
1
1
0
1
0
Excellent
0
1
0
Some College Degree
1
Non-Diabetic
28,784
17
2
60 to 64
0
1
1
1
0
0
1
1
1
0
1
0
Good
0
0
0
6
8
Non-Diabetic
55,621
26
0
60 to 64
1
1
1
0
0
0
1
0
0
0
1
0
Fair
0
0
0
High School
3
Non-Diabetic
91,525
22
0
60 to 64
0
1
1
1
0
0
1
1
1
0
1
0
Fair
0
0
0
6
8
Non-Diabetic
222,699
22
0
65 to 69
0
1
1
1
0
0
1
1
1
0
1
0
Poor
0
0
1
6
8
Non-Diabetic
100,454
24
0
65 to 69
0
0
0
0
0
0
1
1
1
0
0
0
Fair
0
1
1
6
4
Non-Diabetic
68,251
32
0
70 to 74
1
0
1
0
1
1
1
1
1
0
1
0
Good
3
1
0
Advanced Degree
3
Diabetic
23,564
29
2
60 to 64
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
Advanced Degree
8
Non-Diabetic
210,269
23
0
45 to 49
0
0
0
0
0
0
1
0
0
1
1
0
Poor
0
0
0
6
8
Non-Diabetic
104,575
26
15
60 to 64
1
1
1
1
0
0
1
1
1
0
1
0
Fair
0
0
0
Some College Degree
8
Non-Diabetic
115,380
20
2
25 to 29
0
0
1
1
0
0
1
1
1
0
1
0
Fair
0
0
0
6
8
Non-Diabetic
83,356
36
0
55 to 59
0
0
1
0
0
0
1
0
0
0
1
0
Good
0
0
0
Advanced Degree
5
Non-Diabetic
82,611
20
0
30 to 34
0
0
1
0
0
0
1
0
0
0
1
0
Poor
0
0
0
Some College Degree
5
Non-Diabetic
10,523
24
0
25 to 29
0
0
1
1
0
0
1
0
0
0
0
0
Fair
0
0
1
Some College Degree
8
Non-Diabetic
83,206
27
0
70 to 74
0
1
1
1
0
0
1
0
1
1
1
0
Good
1
0
0
Advanced Degree
8
Diabetic
33,390
34
0
55 to 59
0
0
1
1
0
0
1
0
1
0
1
0
Fair
5
0
0
6
8
Non-Diabetic
148,972
30
0
50 to 54
1
1
1
1
0
0
0
0
1
0
1
0
Good
0
0
1
Some College Degree
5
Non-Diabetic
123,104
25
5
70 to 74
0
0
1
0
0
0
0
0
1
0
1
0
Poor
0
0
1
Some College Degree
5
Diabetic
156,436
24
0
50 to 54
1
0
1
1
0
0
1
1
1
0
1
0
Good
0
0
1
Some College Degree
5
Non-Diabetic
3,563
27
0
55 to 59
0
0
1
0
0
0
0
0
1
0
1
0
Good
0
0
0
6
6
Non-Diabetic
90,948
27
0
50 to 54
0
1
1
0
0
0
0
0
1
0
1
0
Good
0
0
0
High School
8
Non-Diabetic
88,787
33
0
25 to 29
0
0
1
0
0
0
0
0
0
0
1
0
Fair
0
0
0
Advanced Degree
3
Non-Diabetic
183,650
25
0
35 to 39
0
0
1
1
0
0
1
1
1
0
0
0
Poor
0
0
0
Advanced Degree
6
Non-Diabetic
51,725
32
0
30 to 34
0
0
1
1
0
0
1
1
1
0
1
0
Fair
0
0
1
Some College Degree
6
Non-Diabetic
126,238
27
0
55 to 59
0
0
1
1
0
0
0
0
0
0
1
0
Fair
0
0
0
Some College Degree
7
Non-Diabetic
237,610
26
0
45 to 49
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
1
6
8
Non-Diabetic
210,208
46
0
45 to 49
1
1
1
1
0
0
1
0
1
0
1
0
Very Good
2
1
0
Some College Degree
5
Diabetic
89,681
24
0
50 to 54
1
1
1
1
0
0
1
1
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
222,974
24
0
30 to 34
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
1
6
8
Non-Diabetic
211,765
30
0
60 to 64
0
1
1
1
0
0
1
1
0
0
1
0
Poor
0
0
1
Advanced Degree
8
Non-Diabetic
201,517
31
0
55 to 59
0
0
1
1
0
0
0
0
1
1
1
0
Fair
0
0
0
Advanced Degree
5
Non-Diabetic
57,798
31
0
80 or older
1
1
1
1
0
1
1
0
1
0
1
0
Good
0
1
0
Some College Degree
2
Non-Diabetic
50
30
17
60 to 64
1
1
1
1
0
1
1
0
0
0
1
0
Very Good
10
1
0
Some College Degree
1
Non-Diabetic
105,628
30
0
40 to 44
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
6
8
Non-Diabetic
217,828
23
0
65 to 69
0
1
1
0
0
0
1
0
1
0
1
0
Fair
0
0
0
Some College Degree
6
Non-Diabetic
245,055
23
0
70 to 74
0
1
1
0
0
0
1
1
1
0
1
0
Fair
1
0
1
6
5
Non-Diabetic
182,552
33
7
70 to 74
1
0
1
1
0
0
1
0
1
0
1
0
Good
0
0
0
6
5
Non-Diabetic
156,260
24
0
60 to 64
0
0
1
0
0
0
0
1
1
0
1
0
Fair
0
0
1
6
7
Non-Diabetic
244,736
32
0
50 to 54
0
0
0
0
0
0
1
0
0
0
1
0
Fair
0
0
1
Some College Degree
7
Non-Diabetic
131,971
20
0
50 to 54
0
0
1
0
0
0
1
0
1
0
1
0
Fair
0
0
0
6
7
Non-Diabetic
106,140
24
0
35 to 39
0
0
1
0
0
0
1
0
1
0
1
0
Fair
1
0
1
6
8
Non-Diabetic
244,678
24
1
40 to 44
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
6
8
Non-Diabetic
42,857
30
4
50 to 54
1
1
1
0
0
0
0
1
1
0
1
0
Excellent
5
0
0
Some College Degree
1
Non-Diabetic
45,493
21
7
35 to 39
0
0
1
0
1
0
1
1
1
0
1
0
Fair
2
0
0
6
8
Non-Diabetic
73,396
27
30
50 to 54
0
1
1
1
0
1
0
1
1
0
1
0
Very Good
10
1
0
6
8
Non-Diabetic
162,463
23
30
18 to 24
0
0
1
1
0
0
1
1
1
0
1
1
Fair
30
1
0
Advanced Degree
1
Non-Diabetic
23,974
24
0
40 to 44
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
75,275
32
0
65 to 69
1
0
1
1
0
0
1
0
1
0
1
0
Very Good
0
0
0
6
3
Non-Diabetic
70,255
27
10
65 to 69
0
0
1
0
0
0
1
0
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
91,886
25
0
55 to 59
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
1
6
8
Non-Diabetic
168,862
32
0
50 to 54
1
0
1
0
0
0
0
1
1
0
1
0
Fair
0
0
1
Some College Degree
8
Non-Diabetic
240,975
30
0
60 to 64
0
0
1
0
0
0
1
0
1
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
208,831
33
30
70 to 74
1
1
1
1
0
0
1
0
1
0
1
0
Very Good
0
0
0
6
6
Diabetic
17,885
27
0
60 to 64
1
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
1
Advanced Degree
8
Non-Diabetic
92,751
27
0
45 to 49
0
0
1
0
0
1
1
1
1
0
1
0
Poor
7
0
0
6
7
Non-Diabetic
18,267
29
0
75 to 79
1
1
1
1
0
0
0
1
0
0
1
0
Fair
0
0
1
Some College Degree
6
Diabetic
57,826
29
0
60 to 64
1
1
1
1
0
0
1
1
1
0
1
0
Good
0
0
1
6
7
Diabetic
57,627
32
0
60 to 64
1
1
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
6
7
Non-Diabetic
229,329
22
0
50 to 54
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
6
7
Non-Diabetic
160,313
37
3
75 to 79
1
0
1
0
0
0
1
1
1
0
1
0
Fair
0
1
0
Some College Degree
7
Non-Diabetic
175,760
27
0
70 to 74
1
1
1
1
0
0
0
0
1
0
1
0
Fair
0
0
0
High School
3
Non-Diabetic
142,471
27
5
35 to 39
0
1
1
1
0
0
1
0
0
0
1
1
Good
0
1
0
Some College Degree
1
Non-Diabetic
96,012
27
0
65 to 69
1
1
1
1
0
0
0
1
1
0
1
0
Good
30
0
1
6
8
Diabetic
26,139
24
0
50 to 54
0
0
0
0
0
0
1
1
1
0
1
0
Fair
0
0
0
6
8
Non-Diabetic
138,917
27
7
70 to 74
0
1
1
0
0
0
1
0
1
0
1
0
Good
0
0
0
6
7
Diabetic
117,257
28
0
30 to 34
0
0
1
1
0
0
0
1
1
0
0
0
Fair
0
0
1
6
8
Non-Diabetic
20,060
25
7
60 to 64
1
0
1
1
0
1
1
0
1
0
1
0
Fair
0
1
1
6
8
Non-Diabetic
228,661
23
0
25 to 29
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
1
6
8
Non-Diabetic
6,079
29
0
35 to 39
0
0
1
0
0
0
0
0
1
0
1
0
Good
0
0
1
Advanced Degree
8
Diabetic
198,222
24
0
70 to 74
1
1
1
1
0
1
1
0
1
0
1
0
Good
0
0
1
6
6
Non-Diabetic
229,939
25
0
80 or older
1
1
1
1
1
1
1
0
0
0
1
0
Very Good
0
0
1
6
5
Non-Diabetic
60,460
31
3
55 to 59
1
0
1
0
0
1
1
1
0
0
1
0
Fair
2
0
1
Some College Degree
5
Non-Diabetic
165,292
31
0
70 to 74
1
1
1
0
0
0
1
0
1
0
1
0
Fair
0
0
0
Advanced Degree
3
Non-Diabetic
145,088
29
3
40 to 44
1
0
1
1
0
0
1
1
1
0
1
0
Fair
3
0
1
6
8
Non-Diabetic
110,442
28
0
55 to 59
0
1
1
0
0
0
1
1
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
223,160
29
7
60 to 64
0
0
1
1
0
0
1
1
1
0
1
0
Good
0
0
0
6
2
Non-Diabetic
3,888
25
30
50 to 54
0
1
1
1
0
0
0
0
0
0
1
0
Very Good
30
1
0
Some College Degree
2
Non-Diabetic
118,642
34
8
70 to 74
0
1
1
1
0
0
0
1
1
0
1
0
Fair
4
0
0
Some College Degree
7
Non-Diabetic
1,553
32
0
50 to 54
1
1
1
0
0
0
1
1
0
0
1
0
Good
15
0
1
Advanced Degree
7
Non-Diabetic
58,033
22
10
80 or older
1
1
1
1
0
1
0
1
1
0
1
0
Good
0
1
0
Advanced Degree
6
Diabetic
95,486
21
0
40 to 44
0
1
1
0
0
0
1
1
1
0
1
0
Fair
7
0
0
6
7
Non-Diabetic
27,764
24
1
50 to 54
0
1
1
0
0
0
1
0
0
0
1
0
Fair
0
0
0
Advanced Degree
8
Non-Diabetic
57,820
28
0
60 to 64
1
0
1
1
0
0
1
0
1
1
1
0
Poor
0
0
1
High School
8
Non-Diabetic
226,271
28
0
50 to 54
1
0
1
1
0
0
1
0
1
0
1
0
Fair
0
0
1
6
6
Non-Diabetic
1,598
24
0
40 to 44
0
0
1
1
0
0
1
1
0
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
235,921
26
1
45 to 49
0
0
1
0
0
0
1
0
0
0
1
0
Poor
0
0
1
Advanced Degree
8
Non-Diabetic
184,590
26
0
35 to 39
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
95,983
50
10
30 to 34
1
0
1
0
0
0
0
0
0
0
1
0
Good
3
0
0
6
8
Non-Diabetic
184,804
23
5
60 to 64
1
0
1
0
0
0
1
0
1
0
1
0
Good
20
0
0
Advanced Degree
6
Non-Diabetic
184,409
34
30
75 to 79
1
1
1
1
0
1
0
1
0
0
1
0
Excellent
3
1
1
Some College Degree
3
Diabetic
24,271
29
0
35 to 39
0
0
1
1
0
0
1
1
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
155,031
34
0
55 to 59
0
1
1
0
0
0
0
0
1
0
1
1
Good
0
0
0
Advanced Degree
4
Non-Diabetic
100,537
21
0
50 to 54
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
116,189
21
2
70 to 74
1
0
1
0
0
0
1
1
1
0
1
0
Good
0
0
1
6
8
Non-Diabetic
2,762
30
0
55 to 59
1
1
1
1
0
0
1
0
0
1
1
0
Good
0
0
1
High School
4
Non-Diabetic
95,446
27
0
65 to 69
0
0
1
1
0
0
0
0
0
0
1
0
Fair
0
0
0
Some College Degree
5
Non-Diabetic