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
27,949
22
0
35 to 39
0
0
1
1
0
0
1
1
1
0
1
0
Poor
0
0
0
6
7
Non-Diabetic
114,375
39
5
70 to 74
1
0
1
1
0
0
1
1
1
0
1
0
Fair
0
0
0
6
5
Non-Diabetic
6,802
40
30
50 to 54
1
1
1
0
0
0
1
1
1
0
1
0
Excellent
30
1
1
6
2
Diabetic
22,470
32
0
60 to 64
1
0
1
1
0
0
0
1
1
0
1
0
Good
0
0
0
Some College Degree
7
Non-Diabetic
103,393
31
0
45 to 49
1
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
1
6
6
Non-Diabetic
208,494
32
3
55 to 59
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
Some College Degree
8
Non-Diabetic
84,896
28
0
65 to 69
1
1
1
0
0
1
1
0
0
0
1
0
Very Good
0
0
0
High School
2
Non-Diabetic
8,572
38
0
50 to 54
1
1
1
1
0
1
0
0
1
0
1
0
Good
2
0
1
6
8
Non-Diabetic
44,486
31
0
45 to 49
0
0
1
0
0
0
1
0
1
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
22,905
35
30
50 to 54
1
1
1
1
0
0
1
1
1
0
1
0
Very Good
0
1
0
Advanced Degree
6
Non-Diabetic
160,717
31
5
25 to 29
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
Advanced Degree
6
Non-Diabetic
181,558
37
0
60 to 64
1
1
1
1
0
1
1
1
1
0
1
0
Excellent
0
0
1
Advanced Degree
7
Diabetic
247,812
32
0
60 to 64
0
1
1
0
0
0
1
0
1
1
1
0
Fair
0
0
1
Advanced Degree
8
Non-Diabetic
166,154
27
0
70 to 74
1
0
1
0
0
0
1
1
1
0
1
0
Fair
10
0
0
Advanced Degree
6
Non-Diabetic
19,797
34
0
18 to 24
0
0
1
0
0
0
0
1
1
0
1
0
Poor
0
0
1
Some College Degree
2
Non-Diabetic
130,203
32
30
65 to 69
1
0
1
0
0
0
1
1
1
1
1
0
Fair
0
0
0
6
8
Non-Diabetic
62,800
25
0
45 to 49
0
0
1
1
0
0
0
0
0
0
1
0
Good
0
0
1
Some College Degree
7
Non-Diabetic
25,905
25
0
40 to 44
0
0
1
0
0
0
1
1
1
0
1
0
Poor
2
0
1
Advanced Degree
6
Non-Diabetic
88,688
32
15
65 to 69
1
0
1
1
0
1
0
1
1
0
1
0
Very Good
0
0
1
Advanced Degree
7
Diabetic
193,737
20
0
60 to 64
1
0
1
0
0
0
1
0
1
0
1
0
Poor
0
0
1
Some College Degree
8
Non-Diabetic
177,735
23
0
40 to 44
0
0
0
1
0
0
1
0
1
0
0
1
Fair
5
0
0
6
6
Non-Diabetic
204,738
27
25
55 to 59
1
0
1
1
1
1
0
1
1
0
1
1
Excellent
27
1
0
6
6
Non-Diabetic
101,239
25
0
55 to 59
0
1
1
1
0
0
0
1
0
0
1
0
Fair
7
0
1
Some College Degree
3
Non-Diabetic
225,344
21
0
70 to 74
0
1
1
0
0
0
1
1
1
0
1
0
Good
0
0
1
6
8
Non-Diabetic
215,745
25
1
45 to 49
0
0
1
1
0
0
1
0
0
0
1
1
Fair
0
0
1
Some College Degree
8
Non-Diabetic
139,694
24
3
50 to 54
1
1
1
0
0
0
1
0
1
0
1
0
Fair
0
0
1
6
7
Non-Diabetic
211,346
23
0
50 to 54
0
0
1
1
0
0
1
0
1
0
1
0
Poor
0
0
0
Advanced Degree
8
Non-Diabetic
73,606
23
0
45 to 49
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
47,382
26
3
35 to 39
1
0
1
0
0
0
0
1
1
0
1
0
Very Good
3
0
0
6
7
Non-Diabetic
30,312
31
0
50 to 54
0
1
1
0
0
0
1
1
1
0
1
0
Good
0
0
1
6
8
Diabetic
124,030
34
30
60 to 64
1
0
1
0
1
1
1
1
1
0
1
0
Very Good
15
1
1
Advanced Degree
2
Diabetic
73,815
25
3
45 to 49
1
1
1
0
0
0
1
1
0
0
1
0
Good
2
0
0
6
8
Non-Diabetic
214,778
26
2
40 to 44
0
1
1
0
0
0
0
0
0
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
121,489
32
1
60 to 64
0
1
0
0
0
0
1
0
1
0
1
0
Good
0
0
0
Advanced Degree
7
Non-Diabetic
205,706
24
0
70 to 74
1
0
1
0
0
0
0
1
1
1
1
0
Poor
0
0
1
6
8
Non-Diabetic
111,061
23
2
45 to 49
0
1
1
1
0
0
1
0
1
0
1
0
Good
2
0
0
Some College Degree
7
Non-Diabetic
237,181
22
0
45 to 49
0
0
1
0
0
0
0
1
1
0
0
1
Fair
0
0
0
High School
5
Non-Diabetic
123,808
32
14
75 to 79
1
1
1
0
0
0
1
1
1
0
0
0
Very Good
0
1
0
Elementary
2
Non-Diabetic
226,719
25
0
55 to 59
1
1
1
1
0
0
1
1
1
0
1
0
Fair
0
0
0
6
5
Non-Diabetic
152,323
39
0
70 to 74
0
1
1
1
0
0
1
1
1
0
1
0
Good
0
0
1
Advanced Degree
8
Non-Diabetic
114,225
20
0
35 to 39
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
6
8
Non-Diabetic
37,716
39
14
70 to 74
1
1
1
1
0
0
1
1
1
0
1
0
Very Good
25
0
0
6
5
Diabetic
214,379
25
0
55 to 59
0
1
1
0
0
0
1
1
1
0
1
0
Poor
0
0
1
6
8
Non-Diabetic
201,732
33
1
50 to 54
1
0
1
0
0
0
1
0
1
0
1
0
Good
0
0
1
6
8
Non-Diabetic
2,409
27
0
30 to 34
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
6
8
Non-Diabetic
133,029
31
30
55 to 59
1
1
1
0
0
1
1
1
0
0
1
0
Excellent
0
1
1
Advanced Degree
7
Diabetic
82,542
24
2
45 to 49
0
0
1
1
0
0
0
0
0
0
1
0
Fair
0
0
1
Some College Degree
7
Non-Diabetic
31,583
34
0
60 to 64
1
1
1
1
0
0
1
0
0
0
1
1
Good
4
1
0
High School
7
Non-Diabetic
228,984
20
0
40 to 44
0
0
1
0
0
0
1
1
1
0
1
0
Poor
3
0
0
6
8
Non-Diabetic
213,661
27
0
45 to 49
1
0
1
1
0
1
1
1
1
0
1
0
Fair
0
0
0
6
8
Non-Diabetic
20,507
35
4
55 to 59
1
1
1
0
0
0
1
1
1
0
1
0
Good
0
0
1
Advanced Degree
8
Non-Diabetic
137,601
27
0
35 to 39
0
0
1
1
0
0
1
1
1
0
1
0
Fair
0
0
1
Advanced Degree
8
Non-Diabetic
189,889
27
0
80 or older
0
0
1
1
0
1
1
1
1
0
1
0
Very Good
0
1
0
Some College Degree
3
Diabetic
53,884
20
0
75 to 79
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
6
6
Non-Diabetic
27,819
20
0
60 to 64
0
0
1
0
0
0
1
0
1
0
1
0
Fair
0
0
0
6
8
Non-Diabetic
148,176
30
30
65 to 69
0
0
1
1
0
0
1
1
1
0
1
0
Excellent
15
1
1
Advanced Degree
8
Diabetic
252,870
26
30
75 to 79
0
0
1
0
0
1
0
1
1
0
1
1
Excellent
30
1
0
Elementary
2
Diabetic
228,463
27
1
25 to 29
0
0
1
0
0
0
1
1
0
1
1
0
Fair
0
0
0
Advanced Degree
2
Non-Diabetic
170,935
31
0
70 to 74
1
1
1
1
0
0
1
1
1
0
1
0
Poor
0
1
1
High School
6
Diabetic
39,136
33
0
40 to 44
0
0
1
1
0
0
0
1
1
0
1
0
Fair
5
0
0
6
4
Non-Diabetic
20,002
22
5
55 to 59
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
1
Advanced Degree
5
Non-Diabetic
164,405
23
30
55 to 59
0
0
1
1
0
0
1
0
1
0
1
0
Excellent
1
1
1
Some College Degree
6
Non-Diabetic
74,724
29
0
65 to 69
0
0
0
0
0
0
1
0
0
0
1
0
Poor
0
0
1
Advanced Degree
3
Non-Diabetic
29,858
27
0
65 to 69
0
1
1
0
0
0
1
1
1
0
1
0
Poor
0
0
1
6
8
Non-Diabetic
58,980
29
0
50 to 54
0
0
1
0
0
0
0
1
1
0
1
0
Good
0
0
0
Some College Degree
6
Non-Diabetic
105,427
29
3
65 to 69
0
1
1
0
0
0
0
0
0
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
164,341
26
30
65 to 69
1
1
1
1
0
0
0
0
0
0
1
0
Excellent
2
0
1
Advanced Degree
3
Non-Diabetic
148,607
25
0
60 to 64
1
1
1
0
0
0
1
0
1
0
1
0
Good
0
0
1
Advanced Degree
8
Non-Diabetic
35,417
18
0
70 to 74
1
1
1
1
0
1
1
0
1
0
1
0
Fair
0
0
0
Advanced Degree
7
Non-Diabetic
49,718
30
0
30 to 34
0
0
1
0
0
0
0
0
1
0
1
0
Fair
0
0
0
Some College Degree
5
Non-Diabetic
186,493
30
0
70 to 74
1
1
1
0
0
0
1
1
1
0
1
0
Good
0
0
0
Some College Degree
7
Diabetic
104,382
40
30
60 to 64
1
1
1
0
0
0
1
0
1
0
1
0
Very Good
7
0
1
Some College Degree
8
Diabetic
134,051
27
0
55 to 59
1
1
0
1
0
0
1
1
1
0
1
0
Fair
0
0
1
6
4
Non-Diabetic
231,551
34
5
55 to 59
1
0
1
1
0
0
1
1
1
0
1
1
Good
1
1
0
Some College Degree
6
Non-Diabetic
114,662
25
15
70 to 74
1
0
1
0
0
0
1
0
0
0
1
1
Good
20
1
0
Some College Degree
1
Non-Diabetic
25,578
34
0
45 to 49
0
0
1
1
0
0
1
0
1
0
1
0
Good
5
0
1
Advanced Degree
8
Diabetic
188,551
32
1
30 to 34
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
197,261
28
2
45 to 49
0
0
1
0
0
0
1
1
1
0
1
1
Good
0
0
0
Advanced Degree
1
Non-Diabetic
64,502
26
30
65 to 69
0
0
1
0
0
0
1
0
0
0
1
0
Excellent
0
0
1
6
8
Non-Diabetic
176,844
30
0
45 to 49
0
0
1
1
0
0
1
0
0
0
1
0
Good
1
0
1
Advanced Degree
8
Non-Diabetic
159,577
29
0
45 to 49
0
1
1
0
0
0
1
1
0
0
1
0
Poor
0
0
1
6
8
Non-Diabetic
65,274
27
0
60 to 64
0
0
0
1
0
0
1
1
1
0
0
0
Poor
0
0
1
Some College Degree
4
Non-Diabetic
64,723
31
1
55 to 59
0
0
1
1
0
0
1
0
1
0
1
0
Poor
0
0
0
Some College Degree
6
Non-Diabetic
136,881
28
0
40 to 44
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
1
6
7
Non-Diabetic
99,935
29
5
60 to 64
0
0
1
1
0
0
0
0
1
0
1
0
Good
5
0
1
Advanced Degree
5
Non-Diabetic
50,633
31
30
70 to 74
1
1
1
1
0
0
1
0
0
0
1
0
Very Good
0
0
1
Some College Degree
8
Non-Diabetic
199,497
24
0
70 to 74
1
1
1
1
0
0
1
0
0
0
1
0
Fair
8
0
0
High School
5
Non-Diabetic
203,470
26
0
80 or older
0
1
1
0
0
0
1
0
0
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
81,723
22
0
50 to 54
0
0
1
1
0
0
1
0
1
0
1
0
Fair
15
0
0
Some College Degree
8
Non-Diabetic
82,533
37
0
55 to 59
1
1
1
0
1
1
1
0
1
0
1
0
Very Good
10
1
0
Some College Degree
4
Non-Diabetic
214,252
33
10
40 to 44
0
0
1
1
0
0
0
0
1
0
1
0
Poor
0
0
0
Advanced Degree
8
Non-Diabetic
153,990
31
0
55 to 59
0
0
1
0
0
0
1
0
1
0
1
0
Fair
0
0
1
Some College Degree
8
Non-Diabetic
43,818
26
1
40 to 44
1
0
1
0
0
0
1
0
0
0
1
0
Fair
1
0
1
6
8
Non-Diabetic
68,630
31
0
60 to 64
0
1
0
1
0
0
1
1
1
0
1
1
Fair
0
0
0
6
8
Non-Diabetic
190,472
26
2
35 to 39
0
1
1
0
0
0
0
0
1
0
1
0
Good
0
0
1
Some College Degree
6
Non-Diabetic
51,273
38
0
55 to 59
1
1
1
1
0
0
0
0
1
0
1
0
Good
0
0
0
6
8
Non-Diabetic
80,126
24
20
70 to 74
1
1
1
0
0
0
0
1
1
0
1
0
Excellent
20
0
0
Some College Degree
2
Diabetic
121,031
42
1
55 to 59
1
1
1
1
0
0
1
0
1
0
1
0
Good
4
0
0
Advanced Degree
7
Diabetic
241,823
20
0
35 to 39
1
0
0
1
0
0
1
1
1
1
1
0
Fair
0
0
1
Advanced Degree
5
Non-Diabetic
200,407
28
0
55 to 59
0
0
1
1
0
0
1
0
1
1
1
0
Fair
0
0
1
Some College Degree
8
Non-Diabetic