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
187,340
30
0
40 to 44
1
0
1
1
0
0
1
1
1
1
1
0
Good
15
0
1
6
8
Non-Diabetic
224,893
25
0
70 to 74
1
1
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
6
8
Non-Diabetic
208,771
29
20
70 to 74
1
1
1
0
0
0
1
1
1
0
1
0
Good
0
0
0
Some College Degree
6
Diabetic
165,375
23
0
65 to 69
1
1
1
0
0
0
1
0
1
0
1
0
Fair
0
0
0
Some College Degree
4
Non-Diabetic
164,834
40
0
65 to 69
1
1
1
0
0
0
0
0
0
0
1
1
Good
0
1
0
Some College Degree
7
Non-Diabetic
25,965
28
0
30 to 34
0
1
1
1
0
0
1
1
1
0
1
0
Good
3
0
1
Some College Degree
6
Non-Diabetic
130,214
24
15
70 to 74
1
1
1
1
0
0
0
0
1
0
1
0
Good
0
1
0
Some College Degree
1
Diabetic
157,582
25
2
60 to 64
1
1
1
1
0
0
1
0
1
0
1
0
Good
1
0
1
6
7
Non-Diabetic
209,930
29
0
75 to 79
1
1
1
0
0
0
1
1
0
0
1
0
Good
0
0
0
Some College Degree
4
Non-Diabetic
190,266
35
14
70 to 74
0
1
1
1
0
0
1
1
1
0
1
1
Good
0
0
0
6
2
Diabetic
104,647
29
0
65 to 69
0
0
1
1
0
0
1
1
0
0
1
0
Fair
0
0
1
6
6
Non-Diabetic
87,343
27
0
40 to 44
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
Advanced Degree
3
Non-Diabetic
222,083
19
3
70 to 74
0
0
1
1
0
0
1
0
1
0
1
0
Poor
2
0
1
Advanced Degree
5
Non-Diabetic
84,421
27
0
80 or older
0
1
1
1
0
0
1
1
1
0
1
0
Fair
0
0
0
High School
6
Non-Diabetic
231,604
28
0
65 to 69
1
1
1
1
0
0
1
0
1
1
1
0
Good
0
0
0
Advanced Degree
5
Non-Diabetic
115,407
38
0
55 to 59
0
0
1
1
0
0
0
1
1
0
1
0
Good
30
1
0
High School
4
Diabetic
131,064
28
0
80 or older
1
1
0
0
0
0
1
1
1
0
1
0
Poor
0
0
0
6
6
Non-Diabetic
224,616
29
30
60 to 64
1
1
1
1
0
1
1
1
1
0
1
0
Very Good
0
0
0
Some College Degree
7
Diabetic
90,709
27
0
80 or older
1
1
1
1
0
1
1
1
1
0
1
0
Fair
6
0
0
6
4
Non-Diabetic
90,463
24
0
65 to 69
0
0
1
1
0
0
1
1
1
0
1
0
Poor
0
0
1
6
6
Non-Diabetic
167,563
40
30
40 to 44
0
0
1
0
0
0
0
0
1
0
1
1
Very Good
10
0
1
Advanced Degree
7
Non-Diabetic
186,741
22
0
70 to 74
0
0
1
1
0
0
1
1
1
0
1
0
Fair
0
0
0
High School
1
Non-Diabetic
229,665
27
0
25 to 29
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
1
Some College Degree
7
Non-Diabetic
167,460
24
0
40 to 44
0
0
1
0
0
0
1
1
1
1
1
0
Good
0
0
1
6
8
Non-Diabetic
84,191
24
0
80 or older
1
0
1
0
0
0
1
0
0
0
1
0
Fair
4
0
0
Some College Degree
5
Non-Diabetic
250,846
25
0
40 to 44
0
0
1
0
0
0
0
0
1
0
1
0
Fair
0
0
0
Advanced Degree
4
Non-Diabetic
63,341
31
0
55 to 59
1
1
0
0
0
0
0
1
1
0
1
1
Fair
0
0
1
Some College Degree
6
Non-Diabetic
219,983
26
0
45 to 49
0
0
1
0
0
0
0
0
1
0
1
0
Poor
0
0
1
6
8
Non-Diabetic
115,382
21
0
40 to 44
0
0
1
1
0
0
1
1
1
1
1
0
Poor
0
0
0
6
8
Non-Diabetic
236,464
27
20
70 to 74
1
1
0
0
0
0
1
1
1
0
1
0
Fair
30
1
0
6
2
Non-Diabetic
207,763
20
0
65 to 69
0
1
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
Advanced Degree
5
Non-Diabetic
71,119
31
8
55 to 59
1
1
1
1
0
1
1
0
1
0
1
0
Very Good
4
1
1
6
7
Non-Diabetic
119,219
26
0
40 to 44
0
0
1
0
0
0
1
0
1
0
1
0
Poor
0
0
1
Advanced Degree
8
Non-Diabetic
132,040
18
2
18 to 24
0
0
1
0
0
0
1
0
0
0
1
0
Good
0
0
0
Advanced Degree
4
Non-Diabetic
78,921
28
30
65 to 69
1
1
1
1
0
1
1
0
1
0
1
0
Excellent
10
0
1
Advanced Degree
2
Diabetic
240,039
24
0
65 to 69
1
0
1
1
0
0
1
0
1
0
1
0
Fair
0
0
1
Some College Degree
7
Non-Diabetic
126,845
26
0
50 to 54
1
1
1
1
0
0
0
0
0
1
1
0
Good
0
0
1
Some College Degree
6
Non-Diabetic
133,350
31
0
70 to 74
1
1
1
1
0
0
1
1
1
0
1
0
Good
2
0
0
Some College Degree
5
Non-Diabetic
121,340
27
0
70 to 74
1
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
Advanced Degree
3
Non-Diabetic
36,683
27
0
80 or older
0
0
1
1
0
0
1
0
1
0
1
0
Fair
0
0
1
6
6
Non-Diabetic
119,477
23
0
65 to 69
0
0
1
1
0
0
1
1
1
0
1
0
Fair
0
0
0
Advanced Degree
3
Non-Diabetic
209,230
28
20
35 to 39
0
0
1
1
0
0
1
1
1
0
1
0
Good
10
0
1
Advanced Degree
8
Non-Diabetic
69,936
22
10
75 to 79
0
0
1
1
0
0
1
0
1
0
1
0
Very Good
0
0
0
High School
5
Non-Diabetic
154,770
24
10
45 to 49
1
0
1
1
0
0
0
1
1
0
1
1
Good
20
1
0
Advanced Degree
7
Non-Diabetic
88,468
26
10
70 to 74
1
1
1
1
0
0
1
1
1
0
1
0
Very Good
5
0
0
6
5
Diabetic
106,258
40
0
55 to 59
1
1
1
0
0
0
1
0
1
0
1
0
Good
0
0
1
Advanced Degree
6
Diabetic
68,802
26
0
75 to 79
0
0
1
0
0
0
1
1
1
0
1
0
Good
0
0
1
6
7
Non-Diabetic
73,218
19
0
75 to 79
1
0
1
1
0
0
1
0
1
0
1
0
Fair
0
0
0
Advanced Degree
4
Non-Diabetic
14,698
19
15
80 or older
1
1
1
0
0
0
1
0
1
0
1
0
Excellent
0
0
0
Advanced Degree
1
Non-Diabetic
151,924
35
0
55 to 59
0
0
1
1
0
0
0
0
1
0
1
0
Fair
2
0
1
Advanced Degree
6
Non-Diabetic
99,027
22
0
60 to 64
1
1
1
1
0
0
1
1
1
0
1
0
Fair
1
0
0
Advanced Degree
8
Non-Diabetic
69,281
37
1
45 to 49
0
0
1
1
0
0
1
1
1
0
1
0
Fair
0
0
1
Some College Degree
7
Non-Diabetic
51,046
20
2
40 to 44
0
0
1
1
0
0
0
0
1
0
1
0
Very Good
10
0
1
High School
7
Non-Diabetic
1,620
27
0
25 to 29
0
0
1
0
1
1
1
1
1
0
1
0
Fair
5
1
0
Advanced Degree
6
Non-Diabetic
233,416
29
2
40 to 44
0
1
1
1
0
0
1
1
1
0
1
0
Good
3
0
0
6
4
Non-Diabetic
227,548
28
0
25 to 29
0
0
1
0
0
0
1
1
1
0
1
0
Fair
2
0
0
6
8
Non-Diabetic
250,046
27
0
55 to 59
0
0
1
0
0
0
1
0
1
0
1
0
Good
0
0
0
6
5
Non-Diabetic
198,033
28
0
70 to 74
1
1
1
0
0
0
0
0
0
0
1
0
Fair
0
0
0
Some College Degree
6
Non-Diabetic
135,358
26
0
55 to 59
0
1
1
0
0
0
1
0
1
0
1
0
Good
1
0
1
Advanced Degree
8
Non-Diabetic
198,081
27
2
45 to 49
0
0
0
1
0
0
1
1
1
1
1
0
Good
15
0
0
Advanced Degree
8
Non-Diabetic
26,461
21
30
50 to 54
0
1
1
0
0
0
1
1
1
0
1
0
Very Good
0
0
0
6
8
Non-Diabetic
85,641
27
0
60 to 64
1
1
1
1
0
0
1
1
1
0
1
0
Poor
0
1
0
6
7
Diabetic
214,202
26
7
65 to 69
0
1
1
1
0
0
1
0
1
0
1
0
Excellent
30
0
1
6
8
Non-Diabetic
45,677
23
0
50 to 54
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
Some College Degree
8
Non-Diabetic
110,905
30
0
75 to 79
1
0
1
0
0
1
1
1
1
0
1
0
Good
0
0
1
Advanced Degree
3
Non-Diabetic
22,773
38
0
45 to 49
0
0
1
0
0
0
0
1
0
0
1
0
Fair
20
0
0
6
7
Non-Diabetic
233,526
20
0
55 to 59
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
168,295
23
0
70 to 74
0
0
1
0
0
0
1
0
1
0
1
0
Poor
0
0
1
6
8
Non-Diabetic
11,611
22
0
80 or older
1
1
1
1
0
0
1
0
1
0
1
0
Good
0
0
1
Some College Degree
4
Non-Diabetic
3,042
25
0
40 to 44
0
0
1
0
0
0
1
0
1
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
81,897
30
0
55 to 59
1
1
1
0
0
0
1
0
0
0
1
0
Good
2
0
1
6
4
Non-Diabetic
250,585
27
1
50 to 54
0
0
1
1
0
0
1
0
1
0
1
0
Good
0
0
0
6
5
Non-Diabetic
235,865
24
0
65 to 69
1
1
1
0
0
0
1
1
1
0
1
0
Fair
3
0
1
Some College Degree
6
Non-Diabetic
36,511
28
0
55 to 59
0
1
1
1
0
0
1
0
1
0
1
0
Very Good
4
0
1
6
8
Non-Diabetic
200,364
45
0
65 to 69
0
0
1
0
0
0
1
0
1
0
1
1
Fair
0
0
1
Advanced Degree
5
Non-Diabetic
41,414
30
10
80 or older
0
1
1
0
1
0
0
1
0
0
1
1
Good
0
1
0
Some College Degree
4
Non-Diabetic
180,293
29
0
50 to 54
1
0
1
0
0
0
0
0
0
0
1
0
Fair
1
0
1
Some College Degree
5
Non-Diabetic
129,776
29
0
50 to 54
0
0
1
1
0
0
1
0
1
0
1
0
Good
2
0
0
Some College Degree
8
Diabetic
236,130
30
0
45 to 49
0
0
1
0
0
0
1
0
0
0
1
0
Fair
5
0
0
6
7
Non-Diabetic
50,817
29
5
18 to 24
0
0
1
1
0
0
1
0
1
0
1
0
Very Good
15
1
1
Advanced Degree
8
Non-Diabetic
181,230
30
0
55 to 59
1
1
1
1
0
0
1
1
1
0
1
0
Very Good
0
0
1
Some College Degree
8
Diabetic
61,172
22
0
60 to 64
0
0
1
1
0
0
1
0
1
0
1
0
Good
0
0
0
Some College Degree
7
Non-Diabetic
7,812
39
0
50 to 54
1
0
1
0
0
0
1
0
1
0
1
0
Poor
0
0
1
Advanced Degree
8
Non-Diabetic
121,584
37
15
70 to 74
1
0
1
1
0
0
1
0
0
0
1
0
Very Good
0
1
1
6
5
Diabetic
201,059
24
0
80 or older
1
1
1
0
0
0
1
1
0
0
1
0
Good
0
0
0
Advanced Degree
1
Non-Diabetic
143,945
39
30
70 to 74
1
1
1
1
0
1
0
1
1
0
1
0
Good
30
0
1
Some College Degree
4
Non-Diabetic
196,454
31
0
65 to 69
1
1
1
0
0
0
0
0
1
0
1
0
Good
0
0
1
6
8
Non-Diabetic
198,212
37
0
60 to 64
1
0
1
1
0
0
1
1
1
0
1
0
Fair
0
1
1
Some College Degree
8
Non-Diabetic
164,722
22
0
40 to 44
0
0
0
0
0
0
1
1
1
0
1
0
Poor
3
0
0
Some College Degree
6
Non-Diabetic
82,015
33
30
55 to 59
0
1
1
1
0
0
1
1
1
0
1
1
Excellent
0
0
1
6
3
Diabetic
100,481
23
0
55 to 59
0
1
1
0
0
0
1
1
1
0
1
0
Fair
3
0
0
6
8
Non-Diabetic
129,209
25
0
55 to 59
0
0
1
0
0
0
1
1
1
0
1
0
Fair
1
0
0
6
7
Non-Diabetic
245,770
23
0
40 to 44
0
0
1
0
0
0
1
1
1
0
1
0
Good
0
0
0
6
7
Non-Diabetic
4,485
26
28
75 to 79
1
0
1
0
1
1
1
1
1
0
1
0
Very Good
5
1
0
Advanced Degree
5
Diabetic
235,190
18
1
80 or older
0
0
1
1
0
0
1
1
1
0
1
0
Fair
0
0
0
Some College Degree
4
Non-Diabetic
221,940
27
7
70 to 74
1
1
1
0
1
0
1
1
1
0
1
0
Very Good
14
1
0
Some College Degree
3
Non-Diabetic
5,594
26
0
55 to 59
0
0
1
0
0
0
1
0
1
0
1
0
Fair
0
0
1
Advanced Degree
7
Non-Diabetic
156,759
30
5
40 to 44
0
0
1
1
0
0
1
1
0
0
1
0
Fair
0
0
1
Advanced Degree
6
Non-Diabetic
235,032
33
0
65 to 69
1
1
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
6
5
Non-Diabetic
157,126
35
0
18 to 24
0
0
1
0
0
0
1
1
1
0
1
0
Poor
20
0
1
Advanced Degree
7
Non-Diabetic