For this assignment, you will apply knowledge learned thus far in the course to

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For this assignment, you will apply knowledge learned thus far in the course to

For this assignment, you will apply knowledge learned thus far in the course to analyzing data and creating visualizations of that analysis with regard to subjects of a diabetes study.
First, analyze the data and answer the following questions:
What are the average, minimum, and maximum ages of the subjects?
What are the average, minimum, and maximum BMIs of the subjects?
What are the average number of sick visits for subjects with diabetes?
What percentage of diabetics are taking medication?
What percentage of non-diabetics’ exercise?
Second, create visualizations that presents five analyses of the data. Be sure you include percentage of subjects by BMI category and percentage of diabetics who are overweight or obese, plus any three other aspects of your choosing.
The data below is a subset from a diabetes study.
Subject
Age
Gender
BMI
Diabetes
Medication
Exercise
Sick Visits
001
25
M
28.8
Y
Y
N
3
002
32
M
17.9
N
N
Y
0
003
44
F
20.3
N
N
Y
2
004
31
M
25.1
Y
N
N
4
005
66
F
22.2
N
N
Y
1
006
53
F
31.1
Y
Y
N
2
007
47
F
26.6
N
N
N
7
008
28
M
27.6
Y
Y
Y
0
009
32
F
32.7
Y
Y
N
1
010
43
U
28.9
Y
N
N
2
011
29
M
27.2
N
N
N
1
012
33
M
27.2
Y
Y
Y
5
013
33
M
18.6
N
N
N
1
014
27
F
18.6
Y
N
Y
3
015
37
M
27.5
Y
Y
N
0
016
47
M
31.1
N
N
N
3
017
57
M
24.3
N
N
N
2
018
55
U
31.3
Y
Y
N
2
019
41
U
26.4
Y
Y
Y
1
020
30
F
28.8
Y
N
Y
6
021
40
M
33.3
Y
Y
Y
0
022
38
M
16.6
N
N
N
0
023
44
F
23.7
Y
N
Y
1
024
69
M
27.4
Y
Y
Y
2
025
62
M
18.7
N
N
Y
4
026
57
U
18.9
Y
Y
Y
4
027
49
M
34.4
Y
Y
N
0
028
33
M
25.1
N
N
N
1
029
29
F
29.1
Y
N
N
2
030
50
M
31.2
Y
Y
Y
2
Category
BMI
Underweight
< 18.5 Normal 18.5-24.9 Overweight 25.0-29.9 Obese ≥ 30.0

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