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
77,602
29
0
75 to 79
0
1
1
1
0
0
1
1
1
0
1
1
Poor
2
1
0
6
4
Non-Diabetic
192,619
42
0
60 to 64
1
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
6
4
Non-Diabetic
195,899
21
0
40 to 44
0
0
0
1
0
0
1
1
1
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
28,905
41
30
50 to 54
1
0
1
1
0
0
1
0
0
0
1
0
Excellent
30
0
0
Some College Degree
2
Diabetic
235,327
22
0
75 to 79
0
1
1
1
0
0
1
0
0
0
1
0
Fair
3
0
0
6
6
Non-Diabetic
113,784
36
3
60 to 64
1
0
1
1
0
0
1
1
1
0
0
0
Good
2
0
1
Advanced Degree
8
Non-Diabetic
52,744
27
3
80 or older
1
0
1
0
0
0
1
1
1
0
1
0
Very Good
0
0
1
Advanced Degree
3
Non-Diabetic
165,211
28
0
65 to 69
0
1
1
0
0
0
1
1
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
225,828
24
0
65 to 69
1
1
1
0
0
0
0
0
1
1
1
0
Good
0
0
1
Advanced Degree
8
Non-Diabetic
209,405
31
0
65 to 69
1
1
1
1
0
0
1
1
1
0
1
0
Good
0
0
1
6
8
Diabetic
230,136
20
0
60 to 64
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
1
6
8
Non-Diabetic
65,847
23
0
50 to 54
1
1
1
1
0
0
1
1
1
0
1
0
Fair
0
0
0
Advanced Degree
8
Non-Diabetic
57,145
38
1
75 to 79
1
0
1
0
1
0
1
1
1
0
1
0
Good
0
0
0
Advanced Degree
4
Diabetic
122,375
45
0
50 to 54
0
0
1
1
0
0
1
1
1
1
1
0
Good
0
1
0
Some College Degree
3
Non-Diabetic
209,260
21
0
50 to 54
1
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
16,567
29
0
45 to 49
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
180,921
37
2
70 to 74
1
0
1
0
0
0
0
0
1
0
1
0
Good
30
0
0
6
6
Non-Diabetic
42,493
29
0
50 to 54
0
0
1
0
0
0
1
1
1
0
1
0
Fair
15
1
0
6
8
Non-Diabetic
154,720
26
30
60 to 64
0
0
1
1
0
0
1
0
1
0
1
0
Excellent
15
1
1
Elementary
1
Non-Diabetic
158,850
26
0
60 to 64
1
1
1
1
0
0
1
0
1
1
1
0
Fair
0
0
1
Advanced Degree
8
Non-Diabetic
213,035
26
0
30 to 34
0
0
1
0
0
0
1
1
0
0
0
0
Good
0
0
1
Some College Degree
4
Non-Diabetic
114,564
32
0
65 to 69
0
0
1
1
0
0
1
0
0
0
1
0
Very Good
0
1
0
6
8
Non-Diabetic
93,513
29
3
65 to 69
0
1
1
1
0
0
1
1
1
0
1
0
Good
5
0
0
6
7
Non-Diabetic
11,442
58
30
45 to 49
1
1
1
0
0
0
0
0
1
0
1
1
Excellent
30
1
0
Advanced Degree
1
Non-Diabetic
78,141
32
0
65 to 69
0
1
1
0
0
0
1
0
0
0
1
0
Fair
0
0
0
Advanced Degree
6
Non-Diabetic
63,712
24
0
55 to 59
1
0
1
0
0
0
1
1
1
0
1
0
Good
0
0
0
6
8
Non-Diabetic
162,790
20
0
30 to 34
0
0
1
1
0
0
0
1
1
0
1
0
Fair
0
0
0
Some College Degree
7
Non-Diabetic
80,699
29
0
75 to 79
1
1
1
1
0
0
1
1
1
0
1
0
Good
0
0
0
Advanced Degree
5
Non-Diabetic
247,583
24
30
80 or older
0
1
1
1
0
0
1
1
1
0
1
0
Good
0
1
0
Advanced Degree
3
Non-Diabetic
189,312
27
0
75 to 79
1
0
1
1
0
0
1
1
0
0
1
0
Good
0
0
1
Some College Degree
4
Non-Diabetic
151,658
19
0
70 to 74
0
0
1
1
0
0
1
1
1
1
1
0
Poor
0
0
0
6
8
Non-Diabetic
72,197
25
0
80 or older
0
1
1
1
0
0
1
1
1
0
1
0
Fair
2
0
1
6
7
Non-Diabetic
20,605
27
0
50 to 54
0
0
1
0
0
0
1
1
1
0
1
1
Poor
0
0
1
6
8
Non-Diabetic
129,563
32
0
40 to 44
1
0
1
0
0
0
1
0
1
0
1
0
Fair
0
0
1
Advanced Degree
8
Non-Diabetic
230,232
37
30
60 to 64
0
1
1
1
0
0
0
0
0
0
1
0
Good
7
1
0
High School
1
Diabetic
100,713
27
0
70 to 74
0
0
1
0
0
0
1
0
1
1
1
0
Poor
0
0
0
6
7
Non-Diabetic
14,125
24
1
65 to 69
0
0
1
0
0
0
1
0
1
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
186,503
28
20
55 to 59
1
1
1
0
0
0
1
0
1
0
1
0
Fair
0
0
0
6
8
Non-Diabetic
53,182
41
0
50 to 54
1
1
1
0
0
0
1
1
1
0
1
0
Fair
0
0
1
6
6
Non-Diabetic
16,140
25
0
25 to 29
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
1
High School
8
Non-Diabetic
78,139
26
30
55 to 59
0
1
1
1
0
1
1
0
1
0
1
0
Excellent
0
1
1
Some College Degree
6
Non-Diabetic
12,585
24
0
60 to 64
0
1
0
1
0
1
1
1
1
0
0
0
Poor
0
0
1
6
4
Non-Diabetic
95,350
25
0
50 to 54
0
0
1
1
0
0
1
1
1
0
1
0
Poor
0
0
1
6
6
Non-Diabetic
135,376
27
0
55 to 59
0
0
1
0
0
0
1
1
1
0
1
0
Good
0
0
0
Some College Degree
6
Non-Diabetic
251,931
25
0
75 to 79
1
1
1
0
0
0
0
1
0
0
1
0
Very Good
15
0
0
Elementary
1
Non-Diabetic
193,107
36
0
40 to 44
0
1
1
0
0
0
1
1
1
0
1
0
Good
0
0
1
6
8
Diabetic
40,853
33
0
75 to 79
1
1
1
1
1
0
0
0
1
0
1
0
Fair
0
0
1
6
8
Diabetic
253,602
36
15
55 to 59
1
1
1
0
0
0
1
0
1
0
1
0
Good
2
1
0
6
6
Non-Diabetic
55,179
29
0
45 to 49
0
1
1
1
0
0
1
0
1
0
1
0
Good
10
0
1
Advanced Degree
7
Non-Diabetic
201,861
30
0
30 to 34
0
0
1
1
0
0
1
1
1
0
1
0
Good
0
0
1
Advanced Degree
8
Non-Diabetic
74,384
33
2
35 to 39
0
0
1
0
0
0
1
0
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
51,516
22
0
30 to 34
0
0
1
1
0
0
1
1
1
0
1
0
Poor
0
0
1
6
8
Non-Diabetic
243,967
30
0
30 to 34
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
6
8
Non-Diabetic
39,791
31
0
70 to 74
1
1
1
1
0
0
1
1
1
0
1
0
Fair
0
1
0
6
6
Non-Diabetic
79,040
45
1
50 to 54
0
0
1
1
0
0
1
1
1
0
1
0
Fair
0
0
0
6
8
Non-Diabetic
234,034
26
0
70 to 74
1
1
1
1
0
0
0
1
1
0
1
0
Fair
25
0
1
6
7
Non-Diabetic
112,073
23
0
65 to 69
0
0
1
0
0
0
1
1
1
0
1
0
Fair
1
0
0
Some College Degree
6
Non-Diabetic
128,904
31
0
55 to 59
0
0
0
0
0
0
1
1
1
0
1
0
Poor
0
0
1
Advanced Degree
7
Non-Diabetic
143,614
28
0
65 to 69
0
0
1
1
0
0
1
1
1
0
1
0
Fair
0
1
1
Some College Degree
6
Non-Diabetic
61,768
31
0
35 to 39
1
1
1
1
0
0
1
1
1
0
1
0
Fair
1
0
1
6
8
Non-Diabetic
179,549
26
0
80 or older
1
0
1
1
0
0
0
1
0
0
1
0
Fair
0
1
0
Some College Degree
3
Non-Diabetic
149,966
26
0
70 to 74
1
0
1
0
0
0
1
1
0
0
1
0
Poor
0
0
1
6
8
Non-Diabetic
115,720
30
1
70 to 74
1
1
1
1
0
0
1
1
1
1
1
0
Fair
6
0
0
6
6
Diabetic
47,625
26
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
161,762
28
0
60 to 64
1
1
1
0
0
0
0
1
1
0
1
0
Good
0
0
0
Some College Degree
6
Diabetic
41,185
31
15
70 to 74
1
1
1
0
1
0
1
1
1
0
1
0
Good
0
0
0
Advanced Degree
3
Diabetic
175,092
19
10
80 or older
0
0
1
1
0
0
0
0
0
0
1
0
Fair
0
0
0
6
4
Non-Diabetic
93,341
27
2
60 to 64
1
1
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
Advanced Degree
5
Non-Diabetic
78,406
23
3
50 to 54
1
0
1
1
0
0
0
1
1
0
1
0
Good
5
1
0
6
4
Non-Diabetic
236,133
25
0
25 to 29
0
0
1
0
0
0
1
0
1
0
1
0
Fair
7
0
0
6
6
Non-Diabetic
108,256
42
6
25 to 29
1
0
1
1
0
0
1
1
1
1
0
0
Good
4
0
0
Advanced Degree
2
Non-Diabetic
229,176
21
0
40 to 44
0
0
1
0
0
0
1
1
1
0
1
0
Poor
3
0
0
6
8
Non-Diabetic
107,827
34
20
70 to 74
1
0
1
1
0
0
1
1
1
0
1
0
Very Good
0
0
0
Advanced Degree
5
Non-Diabetic
34,896
40
0
60 to 64
1
0
1
1
0
0
1
1
1
0
1
0
Excellent
0
0
1
Some College Degree
8
Diabetic
61,774
28
0
65 to 69
1
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
1
Advanced Degree
6
Non-Diabetic
77,453
25
0
25 to 29
0
0
1
0
0
0
1
0
1
0
1
0
Poor
0
0
1
6
7
Non-Diabetic
176,885
27
5
45 to 49
0
0
1
1
0
0
0
1
0
0
1
0
Good
30
0
0
Some College Degree
3
Non-Diabetic
50,009
19
20
65 to 69
0
0
1
0
0
0
1
1
1
0
1
1
Fair
30
0
0
6
7
Non-Diabetic
223,559
32
0
35 to 39
0
0
1
1
0
0
1
1
1
0
1
0
Good
0
0
1
6
8
Non-Diabetic
188,415
21
0
65 to 69
0
1
1
1
0
0
1
0
1
0
1
0
Poor
7
0
0
Advanced Degree
8
Non-Diabetic
30,317
23
0
80 or older
0
0
1
0
0
0
1
1
0
0
1
0
Fair
0
0
1
6
3
Non-Diabetic
45,338
32
5
45 to 49
0
0
0
1
0
0
0
1
1
0
1
0
Good
5
0
0
Some College Degree
6
Non-Diabetic
198,546
22
0
55 to 59
0
0
1
1
0
0
1
1
1
0
0
1
Fair
0
0
0
Advanced Degree
1
Non-Diabetic
157,391
24
0
60 to 64
0
1
1
1
0
0
1
0
1
0
1
0
Fair
0
0
1
6
7
Non-Diabetic
102,252
28
15
35 to 39
1
0
1
1
0
0
0
1
0
0
1
1
Very Good
30
0
0
Some College Degree
3
Non-Diabetic
132,766
29
30
80 or older
1
1
1
1
1
1
0
0
1
0
1
0
Excellent
0
1
1
6
8
Diabetic
112,274
24
0
70 to 74
1
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
1
6
7
Non-Diabetic
19,197
31
0
18 to 24
0
0
1
0
0
0
1
1
1
0
1
1
Good
5
0
0
Advanced Degree
3
Non-Diabetic
28,729
29
10
65 to 69
0
1
1
0
0
0
1
1
0
1
1
0
Fair
0
1
0
Advanced Degree
8
Non-Diabetic
233,765
27
0
55 to 59
0
0
1
0
0
0
1
1
1
0
1
0
Good
0
0
1
Some College Degree
6
Non-Diabetic
45,186
25
0
50 to 54
0
0
1
0
0
0
1
0
0
0
1
0
Very Good
0
0
1
6
8
Non-Diabetic
55,231
30
0
25 to 29
0
0
1
0
0
0
1
0
1
0
1
1
Poor
15
0
0
Advanced Degree
2
Non-Diabetic
102,162
21
0
70 to 74
0
0
1
1
0
0
1
1
1
0
1
0
Poor
0
0
1
Advanced Degree
8
Non-Diabetic
190,408
36
0
55 to 59
1
1
1
0
0
1
0
1
0
0
1
0
Good
0
0
1
Elementary
2
Non-Diabetic
1,956
25
0
50 to 54
0
1
1
1
0
0
0
0
1
0
1
0
Fair
4
0
0
Some College Degree
8
Non-Diabetic
142,747
28
0
55 to 59
0
1
1
1
0
0
0
0
0
0
1
0
Fair
0
0
1
Some College Degree
5
Non-Diabetic
14,106
27
1
70 to 74
1
1
1
1
0
0
1
1
1
0
1
0
Good
0
0
1
Advanced Degree
7
Non-Diabetic
179,864
30
0
70 to 74
0
1
1
0
0
0
1
0
1
0
1
0
Fair
0
0
1
Some College Degree
8
Non-Diabetic
156,845
27
0
55 to 59
0
0
1
1
0
0
0
0
1
0
0
0
Very Good
0
0
1
Elementary
3
Non-Diabetic
181,328
22
0
55 to 59
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
Some College Degree
5
Non-Diabetic