Central Queensland University Music Enhances Children Development Research Paper Hello I need help writing up the results and Discussion section for my Res

Central Queensland University Music Enhances Children Development Research Paper Hello I need help writing up the results and Discussion section for my Research report, I have lost the ability to access SPSS, so you will need SPSS or some other program which you can do a anova or multiple regression analysis on will do.if you need to do other tests you may do so but one of these needs to be included.. I have written up a basic and introduction section which you may modify to suit the rest of the report.please find attached a excel file (can’t upload .sav files)and the research report document and the rubric which contains the marking guide. please read these carefully and if you have any questions or unsure of what statistic to analyze etc just let me know and I will answer you as best as i can . thank you so much for your assistance SEX
AGE
FEMALES
MALES
FEMALES
MALES
MALES
FEMALES
FEMALES
MALES
FEMALES
MALES
MALES
FEMALES
MALES
FEMALES
MALES
MALES
FEMALES
FEMALES
FEMALES
FEMALES
MALES
FEMALES
FEMALES
FEMALES
MALES
FEMALES
FEMALES
FEMALES
MALES
FEMALES
MALES
FEMALES
MALES
FEMALES
FEMALES
FEMALES
MALES
FEMALES
MALES
MALES
MALES
FEMALES
MALES
FEMALES
FEMALES
FEMALES
24
39
48
41
23
31
30
23
18
23
27
34
35
43
50
57
37
41
19
25
23
53
47
36
21
26
48
24
25
47
18
24
36
49
21
45
18
45
69
59
33
24
22
43
48
30
EDUCATIONSMOKER OPTIMISM MASTERY POSITIVE_AFFECT
NEGATIVE_AFFECT
LIFE_SATISFACTION
COMPLETEDNO
UNDERGRADUATE22
22
49
39
23
COMPLETEDYES
UNDERGRADUATE19
21
35
35
30
SOME SECONDARY
NO
19
19
15
14
33
SOME SECONDARY
NO
26
26
49
36
33
COMPLETEDNO
UNDERGRADUATE18
23
12
11
16
COMPLETEDNO
UNDERGRADUATE17
23
14
12
10
SOME ADDITIONAL
NO
TRAINING 10
9
11
37
5
COMPLETEDYES
UNDERGRADUATE25
21
12
38
25
SOME SECONDARY
YES
13
12
11
34
8
POSTGRADUATE
NO COMPLETED 9
13
20
39
5
COMPLETEDYES
HIGHSCHOOL
30
25
41
33
23
COMPLETEDNO
UNDERGRADUATE28
26
37
25
31
SOME ADDITIONAL
NO
TRAINING 16
17
11
20
5
SOME SECONDARY
NO
20
18
16
39
8
SOME ADDITIONAL
NO
TRAINING 17
21
20
16
27
SOME ADDITIONAL
YES
TRAINING 14
15
25
37
7
COMPLETEDNO
HIGHSCHOOL
19
23
19
39
14
POSTGRADUATE
NO COMPLETED 21
16
23
24
21
COMPLETEDNO
HIGHSCHOOL
17
14
22
36
9
COMPLETEDNO
UNDERGRADUATE26
25
27
39
20
COMPLETEDNO
HIGHSCHOOL
14
20
22
19
17
SOME SECONDARY
NO
13
11
17
35
23
SOME ADDITIONAL
NO
TRAINING 25
20
46
32
32
SOME SECONDARY
NO
14
21
31
39
20
COMPLETEDNO
HIGHSCHOOL
21
17
36
37
23
COMPLETEDNO
UNDERGRADUATE24
20
38
14
20
SOME ADDITIONAL
NO
TRAINING 20
15
31
39
19
SOME ADDITIONAL
NO
TRAINING 26
18
33
37
27
COMPLETEDNO
UNDERGRADUATE21
23
21
15
25
COMPLETEDNO
HIGHSCHOOL
12
14
14
22
5
COMPLETEDNO
HIGHSCHOOL
29
22
27
32
27
SOME ADDITIONAL
YES
TRAINING 9
12
18
32
11
SOME ADDITIONAL
NO
TRAINING 22
21
27
13
27
SOME SECONDARY
NO
27
26
24
14
25
COMPLETEDNO
UNDERGRADUATE26
26
22
20
27
SOME ADDITIONAL
YES
TRAINING 16
25
46
10
27
COMPLETEDNO
HIGHSCHOOL
19
20
21
10
25
SOME ADDITIONAL
NO
TRAINING 16
20
16
23
30
SOME SECONDARY
NO
21
17
33
37
26
SOME SECONDARY
NO
#NULL!
8
15
22
12
COMPLETEDNO
UNDERGRADUATE28
21
44
31
5
COMPLETEDNO
UNDERGRADUATE28
24
44
10
31
SOME SECONDARY
YES
10
22
40
17
11
COMPLETEDNO
UNDERGRADUATE18
19
28
18
19
COMPLETEDNO
HIGHSCHOOL
30
26
41
10
22
SOME ADDITIONAL
YES
TRAINING 19
20
43
26
20
FEMALES
MALES
MALES
FEMALES
FEMALES
FEMALES
FEMALES
FEMALES
MALES
MALES
FEMALES
FEMALES
FEMALES
FEMALES
FEMALES
MALES
FEMALES
FEMALES
FEMALES
FEMALES
FEMALES
MALES
FEMALES
FEMALES
FEMALES
FEMALES
FEMALES
MALES
MALES
FEMALES
FEMALES
FEMALES
FEMALES
FEMALES
FEMALES
MALES
FEMALES
MALES
FEMALES
MALES
MALES
MALES
MALES
FEMALES
FEMALES
MALES
FEMALES
46
24
63
20
22
21
37
39
32
54
27
21
65
32
42
38
26
52
36
60
33
54
68
66
24
38
57
50
50
24
46
70
30
21
46
58
23
49
25
33
32
42
26
25
36
24
56
COMPLETEDNO
HIGHSCHOOL
17
COMPLETEDNO
UNDERGRADUATE19
COMPLETEDNO
UNDERGRADUATE26
SOME ADDITIONAL
NO
TRAINING 14
COMPLETEDNO
UNDERGRADUATE10
SOME SECONDARY
NO
21
SOME ADDITIONAL
NO
TRAINING 27
COMPLETEDNO
UNDERGRADUATE10
SOME ADDITIONAL
NO
TRAINING 24
COMPLETEDNO
UNDERGRADUATE24
SOME SECONDARY
NO
18
COMPLETEDNO
HIGHSCHOOL
21
SOME SECONDARY
NO
30
SOME ADDITIONAL
NO
TRAINING 23
SOME ADDITIONAL
NO
TRAINING 18
COMPLETEDNO
UNDERGRADUATE19
SOME ADDITIONAL
NO
TRAINING 19
SOME ADDITIONAL
NO
TRAINING 28
COMPLETEDNO
HIGHSCHOOL
15
POSTGRADUATE
NO COMPLETED 26
SOME SECONDARY
NO
10
SOME SECONDARY
NO
20
COMPLETEDNO
HIGHSCHOOL
30
SOME SECONDARY
NO
26
COMPLETEDYES
UNDERGRADUATE28
POSTGRADUATE
NO COMPLETED 27
SOME ADDITIONAL
NO
TRAINING 24
POSTGRADUATE
NO COMPLETED 18
POSTGRADUATE
NO COMPLETED 22
SOME ADDITIONAL
YES
TRAINING 17
SOME SECONDARY
NO
20
SOME SECONDARY
NO
30
SOME SECONDARY
NO
18
COMPLETEDNO
HIGHSCHOOL
21
SOME ADDITIONAL
NO
TRAINING 8
POSTGRADUATE
NO COMPLETED 27
SOME ADDITIONAL
NO
TRAINING 23
POSTGRADUATE
NO COMPLETED 16
COMPLETEDYES
UNDERGRADUATE23
SOME ADDITIONAL
YES
TRAINING 26
SOME ADDITIONAL
NO
TRAINING 18
SOME SECONDARY
NO
24
COMPLETEDNO
HIGHSCHOOL
21
POSTGRADUATE
YES COMPLETED 26
COMPLETEDNO
HIGHSCHOOL
23
COMPLETEDNO
UNDERGRADUATE24
SOME ADDITIONAL
NO
TRAINING 27
17
18
24
14
20
23
25
11
25
28
21
19
28
26
20
19
20
19
17
10
11
16
28
15
27
27
19
18
19
20
23
15
19
18
9
27
19
18
23
20
20
26
24
24
20
22
28
40
22
30
24
34
23
45
19
33
37
43
45
47
21
19
49
22
44
20
32
27
37
40
37
38
40
37
23
19
25
30
32
26
29
27
40
37
31
36
34
28
31
42
27
45
37
38
29
36
10
28
36
16
12
19
11
11
31
29
13
13
15
23
12
13
32
36
34
33
10
15
10
16
10
32
27
13
29
24
18
35
26
10
30
34
20
14
12
10
20
31
16
14
10
30
12
20
6
20
19
29
16
23
33
29
23
30
17
14
18
20
34
21
23
9
19
35
32
25
24
23
10
14
19
30
10
27
24
17
35
22
9
30
25
30
26
12
28
28
23
33
MALES
MALES
FEMALES
MALES
FEMALES
MALES
MALES
FEMALES
FEMALES
FEMALES
MALES
FEMALES
MALES
FEMALES
MALES
FEMALES
MALES
FEMALES
FEMALES
FEMALES
FEMALES
FEMALES
MALES
FEMALES
MALES
MALES
MALES
MALES
MALES
MALES
FEMALES
MALES
FEMALES
FEMALES
MALES
FEMALES
MALES
FEMALES
MALES
FEMALES
MALES
FEMALES
MALES
FEMALES
FEMALES
FEMALES
FEMALES
40
36
23
26
60
27
70
46
39
55
33
38
26
31
27
35
44
46
28
37
74
82
43
24
36
45
50
27
21
31
49
49
48
20
25
58
31
29
22
20
21
26
39
24
38
53
31
SOME SECONDARY
NO
24
COMPLETEDNO
UNDERGRADUATE26
COMPLETEDYES
UNDERGRADUATE23
COMPLETEDYES
UNDERGRADUATE23
SOME ADDITIONAL
NO
TRAINING 26
COMPLETEDNO
HIGHSCHOOL
20
POSTGRADUATE
NO COMPLETED 25
SOME ADDITIONAL
NO
TRAINING 24
COMPLETEDNO
UNDERGRADUATE23
SOME SECONDARY
NO
25
COMPLETEDNO
UNDERGRADUATE27
COMPLETEDNO
UNDERGRADUATE18
SOME ADDITIONAL
YES
TRAINING 17
SOME ADDITIONAL
YES
TRAINING 24
SOME ADDITIONAL
YES
TRAINING 20
POSTGRADUATE
YES COMPLETED 24
SOME ADDITIONAL
YES
TRAINING 22
SOME ADDITIONAL
NO
TRAINING 28
COMPLETEDNO
HIGHSCHOOL
28
POSTGRADUATE
NO COMPLETED 26
COMPLETEDNO
UNDERGRADUATE26
SOME ADDITIONAL
NO
TRAINING 27
SOME ADDITIONAL
NO
TRAINING 21
COMPLETEDNO
UNDERGRADUATE21
COMPLETEDNO
HIGHSCHOOL
20
POSTGRADUATE
NO COMPLETED 27
SOME ADDITIONAL
YES
TRAINING 19
COMPLETEDYES
UNDERGRADUATE16
COMPLETEDNO
HIGHSCHOOL
26
POSTGRADUATE
NO COMPLETED 16
SOME ADDITIONAL
YES
TRAINING 30
SOME SECONDARY
#NULL!
17
COMPLETEDNO
HIGHSCHOOL
20
COMPLETEDNO
HIGHSCHOOL
24
COMPLETEDYES
UNDERGRADUATE23
SOME SECONDARY
NO
29
SOME ADDITIONAL
NO
TRAINING 29
SOME SECONDARY
NO
28
COMPLETEDNO
UNDERGRADUATE20
SOME ADDITIONAL
YES
TRAINING 15
COMPLETEDNO
UNDERGRADUATE23
COMPLETEDYES
UNDERGRADUATE25
SOME ADDITIONAL
NO
TRAINING 16
COMPLETEDNO
HIGHSCHOOL
17
COMPLETEDNO
UNDERGRADUATE28
POSTGRADUATE
NO COMPLETED 26
SOME ADDITIONAL
NO
TRAINING 15
24
24
21
27
24
22
23
25
19
18
19
20
16
25
22
19
24
27
28
23
23
23
25
23
17
28
25
19
27
15
27
16
23
20
27
23
28
28
22
20
22
27
18
27
21
16
16
22
38
35
39
48
32
29
39
26
42
26
21
29
47
23
26
29
47
43
38
43
25
36
43
26
44
36
24
47
23
28
43
28
38
39
46
45
45
44
26
22
46
30
29
31
26
46
31
15
23
10
17
33
10
14
33
22
11
29
31
12
22
27
11
15
12
22
10
12
12
26
22
14
11
16
13
29
12
25
26
28
12
11
15
10
22
30
22
13
32
17
17
23
16
16
16
31
34
27
20
32
24
14
24
31
15
27
30
19
25
28
12
35
30
34
29
16
23
22
22
14
7
25
16
28
23
19
18
28
27
27
26
16
14
29
31
13
18
30
11
20
MALES
FEMALES
FEMALES
FEMALES
MALES
MALES
MALES
FEMALES
MALES
MALES
FEMALES
FEMALES
FEMALES
MALES
MALES
FEMALES
FEMALES
FEMALES
MALES
FEMALES
FEMALES
MALES
FEMALES
FEMALES
FEMALES
FEMALES
FEMALES
FEMALES
FEMALES
FEMALES
FEMALES
MALES
FEMALES
MALES
FEMALES
MALES
MALES
MALES
MALES
FEMALES
FEMALES
MALES
FEMALES
FEMALES
FEMALES
MALES
MALES
21
53
42
68
47
48
18
39
57
34
41
30
19
26
46
58
44
30
21
22
35
46
22
27
20
42
25
31
60
24
36
36
24
47
34
54
20
55
30
41
23
22
44
21
23
66
39
COMPLETEDNO
UNDERGRADUATE26
SOME ADDITIONAL
NO
TRAINING 23
COMPLETEDNO
HIGHSCHOOL
21
COMPLETEDNO
HIGHSCHOOL
26
SOME ADDITIONAL
NO
TRAINING 17
SOME ADDITIONAL
NO
TRAINING 24
COMPLETEDYES
HIGHSCHOOL
14
COMPLETEDYES
UNDERGRADUATE19
COMPLETEDYES
HIGHSCHOOL
27
SOME ADDITIONAL
YES
TRAINING 20
SOME ADDITIONAL
NO
TRAINING 28
SOME SECONDARY
YES
15
COMPLETEDNO
HIGHSCHOOL
16
SOME ADDITIONAL
NO
TRAINING 17
COMPLETEDNO
UNDERGRADUATE29
COMPLETEDNO
UNDERGRADUATE27
SOME ADDITIONAL
NO
TRAINING 29
COMPLETEDNO
HIGHSCHOOL
21
COMPLETEDYES
HIGHSCHOOL
25
COMPLETEDYES
HIGHSCHOOL
23
POSTGRADUATE
YES COMPLETED 25
SOME ADDITIONAL
NO
TRAINING 28
COMPLETEDYES
UNDERGRADUATE29
COMPLETEDNO
UNDERGRADUATE22
COMPLETEDYES
HIGHSCHOOL
18
POSTGRADUATE
YES COMPLETED 23
SOME ADDITIONAL
YES
TRAINING 24
COMPLETEDNO
UNDERGRADUATE26
SOME ADDITIONAL
YES
TRAINING 20
COMPLETEDNO
HIGHSCHOOL
22
SOME ADDITIONAL
NO
TRAINING 22
POSTGRADUATE
NO COMPLETED 24
COMPLETEDYES
HIGHSCHOOL
17
POSTGRADUATE
NO COMPLETED 23
SOME ADDITIONAL
YES
TRAINING 20
SOME ADDITIONAL
NO
TRAINING 20
COMPLETEDNO
HIGHSCHOOL
23
POSTGRADUATE
NO COMPLETED 23
SOME ADDITIONAL
NO
TRAINING 22
COMPLETEDNO
UNDERGRADUATE21
COMPLETEDNO
HIGHSCHOOL
29
SOME ADDITIONAL
NO
TRAINING 20
COMPLETEDNO
UNDERGRADUATE19
COMPLETEDNO
UNDERGRADUATE23
SOME ADDITIONAL
NO
TRAINING 19
SOME ADDITIONAL
NO
TRAINING 24
SOME ADDITIONAL
NO
TRAINING 20
24
19
23
18
17
26
15
20
28
23
23
15
19
19
28
26
22
19
22
17
17
22
25
27
21
16
24
27
19
18
19
26
22
28
23
21
25
22
19
21
27
25
21
22
21
27
22
33
43
23
37
33
43
27
34
45
38
40
32
22
29
41
32
31
29
39
32
41
31
43
44
28
38
40
42
29
32
30
25
28
32
37
28
40
41
32
24
40
43
44
42
39
42
45
22
18
29
30
29
12
21
26
15
29
26
10
26
13
10
15
10
30
27
31
23
14
13
13
28
13
10
17
12
13
31
17
23
12
14
12
11
10
23
28
15
23
21
21
19
10
16
26
24
13
23
14
23
13
14
23
24
18
11
23
17
31
24
29
25
27
23
24
26
29
29
16
14
29
32
11
18
23
20
23
24
18
18
19
24
17
10
32
16
24
27
27
35
24
FEMALES
MALES
FEMALES
FEMALES
FEMALES
MALES
MALES
FEMALES
MALES
FEMALES
FEMALES
MALES
MALES
FEMALES
MALES
FEMALES
MALES
FEMALES
FEMALES
FEMALES
FEMALES
MALES
MALES
FEMALES
MALES
FEMALES
FEMALES
MALES
FEMALES
FEMALES
MALES
FEMALES
MALES
FEMALES
FEMALES
MALES
FEMALES
FEMALES
MALES
FEMALES
MALES
MALES
FEMALES
FEMALES
MALES
FEMALES
MALES
50
51
49
51
38
50
49
25
47
36
52
25
22
51
42
41
43
35
28
28
28
41
40
27
23
45
48
33
27
22
31
49
34
33
24
56
23
48
48
25
65
32
42
49
24
21
22
COMPLETEDNO
UNDERGRADUATE16
POSTGRADUATE
YES COMPLETED 22
POSTGRADUATE
NO COMPLETED 23
COMPLETEDNO
HIGHSCHOOL
24
POSTGRADUATE
NO COMPLETED 26
COMPLETEDNO
UNDERGRADUATE15
COMPLETEDNO
UNDERGRADUATE27
POSTGRADUATE
YES COMPLETED 24
COMPLETEDNO
UNDERGRADUATE16
COMPLETEDNO
UNDERGRADUATE22
PRIMARY NO
20
COMPLETEDNO
UNDERGRADUATE21
SOME ADDITIONAL
YES
TRAINING 15
COMPLETEDNO
UNDERGRADUATE30
COMPLETEDNO
UNDERGRADUATE19
COMPLETEDYES
UNDERGRADUATE24
SOME ADDITIONAL
NO
TRAINING 21
SOME SECONDARY
NO
24
SOME SECONDARY
NO
16
COMPLETEDNO
HIGHSCHOOL
21
POSTGRADUATE
NO COMPLETED 25
COMPLETEDNO
HIGHSCHOOL
23
COMPLETEDNO
UNDERGRADUATE19
COMPLETEDNO
UNDERGRADUATE25
COMPLETEDNO
UNDERGRADUATE23
COMPLETEDNO
UNDERGRADUATE30
SOME SECONDARY
NO
27
SOME ADDITIONAL
YES
TRAINING 28
SOME SECONDARY
NO
21
COMPLETEDNO
UNDERGRADUATE30
COMPLETEDNO
UNDERGRADUATE17
COMPLETEDNO
HIGHSCHOOL
16
SOME ADDITIONAL
YES
TRAINING 24
COMPLETEDYES
HIGHSCHOOL
19
SOME ADDITIONAL
NO
TRAINING 26
SOME SECONDARY
NO
20
COMPLETEDNO
UNDERGRADUATE23
SOME ADDITIONAL
NO
TRAINING 21
SOME ADDITIONAL
NO
TRAINING 20
COMPLETEDYES
HIGHSCHOOL
25
SOME ADDITIONAL
NO
TRAINING 20
COMPLETEDNO
UNDERGRADUATE23
SOME SECONDARY
NO
18
SOME SECONDARY
NO
28
COMPLETEDNO
HIGHSCHOOL
22
COMPLETEDNO
UNDERGRADUATE23
COMPLETEDNO
UNDERGRADUATE28
23
17
22
26
28
17
27
24
19
23
9
18
25
23
18
25
16
20
17
21
23
27
16
23
22
27
27
23
14
27
19
22
26
16
26
25
21
14
22
25
19
24
21
25
20
18
28
26
27
42
32
33
26
42
33
30
37
24
27
29
38
31
40
31
36
26
40
38
44
38
42
37
41
41
41
40
38
27
27
43
24
36
33
24
35
36
39
37
43
37
39
27
27
40
14
29
14
11
12
20
12
29
22
26
22
17
21
12
15
16
14
28
28
13
12
15
24
15
23
17
12
24
23
20
19
28
20
25
10
16
24
27
10
15
10
14
15
12
16
16
19
17
19
31
19
28
12
23
18
20
30
9
17
10
32
15
31
15
17
29
33
14
21
10
25
24
35
27
12
27
33
18
12
20
27
35
30
26
14
24
29
18
29
35
30
25
15
26
MALES
MALES
FEMALES
MALES
MALES
FEMALES
MALES
FEMALES
FEMALES
FEMALES
MALES
MALES
FEMALES
FEMALES
FEMALES
MALES
MALES
MALES
MALES
MALES
MALES
FEMALES
MALES
MALES
FEMALES
FEMALES
MALES
MALES
MALES
FEMALES
MALES
FEMALES
FEMALES
FEMALES
FEMALES
MALES
FEMALES
MALES
MALES
MALES
MALES
FEMALES
MALES
MALES
FEMALES
MALES
MALES
33
50
26
45
40
61
22
27
22
49
36
46
27
41
21
36
36
40
35
54
22
28
25
37
63
48
21
56
36
37
37
26
41
49
50
35
55
30
26
48
51
22
19
30
28
52
23
COMPLETEDNO
HIGHSCHOOL
22
POSTGRADUATE
NO COMPLETED 27
COMPLETEDNO
UNDERGRADUATE27
SOME ADDITIONAL
NO
TRAINING 26
COMPLETEDNO
HIGHSCHOOL
19
SOME SECONDARY
YES
30
COMPLETEDNO
UNDERGRADUATE20
COMPLETEDYES
UNDERGRADUATE20
COMPLETEDNO
HIGHSCHOOL
30
SOME ADDITIONAL
NO
TRAINING 26
SOME ADDITIONAL
NO
TRAINING 29
COMPLETEDNO
UNDERGRADUATE20
POSTGRADUATE
YES COMPLETED 21
SOME ADDITIONAL
NO
TRAINING 15
SOME ADDITIONAL
YES
TRAINING 10
POSTGRADUATE
NO COMPLETED 25
POSTGRADUATE
NO COMPLETED 22
COMPLETEDNO
UNDERGRADUATE25
COMPLETEDYES
UNDERGRADUATE24
POSTGRADUATE
NO COMPLETED 23
COMPLETEDNO
HIGHSCHOOL
22
COMPLETEDNO
UNDERGRADUATE23
COMPLETEDNO
UNDERGRADUATE22
COMPLETEDNO
UNDERGRADUATE18
SOME ADDITIONAL
NO
TRAINING 18
SOME SECONDARY
NO
21
COMPLETEDNO
HIGHSCHOOL
27
SOME ADDITIONAL
YES
TRAINING 18
POSTGRADUATE
NO COMPLETED 26
POSTGRADUATE
NO COMPLETED 20
COMPLETEDNO
HIGHSCHOOL
20
COMPLETEDNO
UNDERGRADUATE23
SOME SECONDARY
NO
30
COMPLETEDYES
UNDERGRADUATE24
COMPLETEDYES
HIGHSCHOOL
25
SOME ADDITIONAL
NO
TRAINING 21
COMPLETEDNO
UNDERGRADUATE22
POSTGRADUATE
NO COMPLETED 18
COMPLETEDNO
UNDERGRADUATE26
COMPLETEDNO
HIGHSCHOOL
27
COMPLETEDNO
UNDERGRADUATE26
COMPLETEDNO
HIGHSCHOOL
7
COMPLETEDNO
HIGHSCHOOL
20
SOME ADDITIONAL
YES
TRAINING 21
COMPLETEDNO
UNDERGRADUATE24
COMPLETEDNO
HIGHSCHOOL
29
COMPLETEDNO
UNDERGRADUATE24
21
26
24
20
23
23
24
26
18
27
27
14
25
20
23
26
25
25
18
21
25
23
26
23
17
24
23
19
26
18
26
22
28
20
18
22
18
20
26
26
27
16
25
24
22
26
22
26
39
31
27
36
36
43
25
41
43
43
27
42
29
35
40
32
41
32
34
38
41
31
41
31
31
33
31
39
34
39
37
40
37
39
39
30
37
42
42
36
34
34
28
25
41
39
16
24
28
17
13
10
19
21
12
15
16
25
13
19
25
20
17
15
19
11
14
14
12
22
21
21
15
28
11
20
12
12
12
15
22
15
28
11
19
17
12
24
20
16
21
18
21
25
32
25
17
17
32
22
11
34
30
33
18
29
15
16
29
26
31
25
19
15
21
25
30
25
20
33
25
28
14
24
29
27
30
20
24
14
18
19
30
30
13
25
22
19
20
33
FEMALES
FEMALES
FEMALES
FEMALES
FEMALES
FEMALES
MALES
FEMALES
FEMALES
MALES
FEMALES
MALES
MALES
MALES
MALES
FEMALES
FEMALES
MALES
MALES
MALES
MALES
MALES
MALES
FEMALES
MALES
MALES
FEMALES
FEMALES
MALES
MALES
FEMALES
MALES
FEMALES
FEMALES
FEMALES
FEMALES
FEMALES
MALES
FEMALES
MALES
MALES
MALES
FEMALES
MALES
FEMALES
FEMALES
MALES
25
62
35
36
45
44
37
24
56
31
44
51
45
50
50
19
60
56
35
33
32
41
22
46
28
33
75
36
36
33
44
23
44
40
31
26
21
46
32
20
21
31
35
26
23
39
46
SOME ADDITIONAL
YES
TRAINING 17
SOME SECONDARY
NO
29
SOME ADDITIONAL
NO
TRAINING 23
PRIMARY NO
28
COMPLETEDNO
HIGHSCHOOL
26
POSTGRADUATE
NO COMPLETED 26
COMPLETEDNO
UNDERGRADUATE24
COMPLETEDNO
UNDERGRADUATE29
COMPLETEDYES
UNDERGRADUATE27
POSTGRADUATE
YES COMPLETED 24
SOME SECONDARY
YES
18
SOME SECONDARY
NO
22
SOME ADDITIONAL
NO
TRAINING 19
POSTGRADUATE
NO COMPLETED 27
SOME ADDITIONAL
YES
TRAINING 19
SOME ADDITIONAL
#NULL!TRAINING 21
SOME SECONDARY
YES
18
POSTGRADUATE
NO COMPLETED 24
SOME ADDITIONAL
NO
TRAINING 17
SOME SECONDARY
YES
14
SOME ADDITIONAL
NO
TRAINING 23
POSTGRADUATE
NO COMPLETED 25
COMPLETEDNO
UNDERGRADUATE25
SOME SECONDARY
NO
24
SOME ADDITIONAL
NO
TRAINING 23
SOME ADDITIONAL
NO
TRAINING 22
SOME SECONDARY
NO
22
SOME ADDITIONAL
YES
TRAINING 24
SOME ADDITIONAL
YES
TRAINING 27
SOME ADDITIONAL
NO
TRAINING 23
POSTGRADUATE
NO COMPLETED 24
COMPLETEDNO
UNDERGRADUATE21
COMPLETEDNO
HIGHSCHOOL
22
COMPLETEDNO
HIGHSCHOOL
19
COMPLETEDNO
UNDERGRADUATE24
COMPLETEDYES
UNDERGRADUATE23
COMPLETEDNO
UNDERGRADUATE16
POSTGRADUATE
NO COMPLETED 28
COMPLETEDNO
HIGHSCHOOL
21
COMPLETEDNO
HIGHSCHOOL
24
COMPLETEDNO
UNDERGRADUATE24
COMPLETEDNO
HIGHSCHOOL
23
SOME ADDITIONAL
NO
TRAINING 25
COMPLETEDNO
UNDERGRADUATE21
COMPLETEDNO
UNDERGRADUATE21
SOME ADDITIONAL
NO
TRAINING 25
POSTGRADUATE
NO COMPLETED 16
25
27
26
22
26
24
26
28
24
24
23
24
21
26
21
24
15
20
20
22
23
19
23
23
21
25
19
24
27
19
21
21
23
19
26
26
23
26
24
19
18
24
19
24
18
25
19
41
41
34
42
39
36
29
41
41
40
34
33
36
37
30
42
33
37
31
32
27
27
33
35
31
28
28
27
35
35
37
40
40
28
40
28
26
34
32
26
32
33
34
35
28
40
31
13
16
12
15
13
15
20
18
15
17
17
12
15
13
15
18
24
22
20
13
17
17
14
12
13
16
16
20
15
15
12
20
13
26
22
16
20
12
14
23
27
13
25
19
20
18
19
30
23
21
35
22
29
18
35
23
23
18
24
23
27
16
25
23
13
25
9
17
18
28
26
24
20
21
12
21
13
16
23
24
12
32
18
22
25
27
22
16
17
10
23
22
26
22
FEMALES
MALES
FEMALES
FEMALES
FEMALES
MALES
FEMALES
MALES
FEMALES
FEMALES
MALES
FEMALES
FEMALES
FEMALES
FEMALES
MALES
MALES
FEMALES
MALES
MALES
FEMALES
FEMALES
FEMALES
MALES
MALES
FEMALES
FEMALES
FEMALES
FEMALES
MALES
MALES
FEMALES
MALES
MALES
FEMALES
FEMALES
FEMALES
MALES
MALES
MALES
MALES
FEMALES
FEMALES
FEMALES
MALES
FEMALES
MALES
60
42
35
22
44
46
29
55
21
41
67
53
56
18
44
51
64
38
48
27
46
48
55
34
27
63
23
22
48
22
32
41
38
29
62
41
31
41
24
48
27
61
55
37
22
47
42
COMPLETEDYES
UNDERGRADUATE25
POSTGRADUATE
NO COMPLETED 24
SOME SECONDARY
NO
26
COMPLETEDNO
HIGHSCHOOL
17
COMPLETEDNO
HIGHSCHOOL
22
SOME ADDITIONAL
NO
TRAINING 17
COMPLETEDNO
HIGHSCHOOL
19
COMPLETEDNO
UNDERGRADUATE24
COMPLETEDNO
UNDERGRADUATE19
COMPLETEDYES
UNDERGRADUATE28
COMPLETEDNO
HIGHSCHOOL
26
SOME ADDITIONAL
NO
TRAINING 22
SOME SECONDARY
NO
22
COMPLETEDNO
HIGHSCHOOL
21
POSTGRADUATE
YES COMPLETED 26
COMPLETEDNO
HIGHSCHOOL
27
POSTGRADUATE
NO COMPLETED 25
COMPLETEDNO
UNDERGRADUATE21
SOME ADDITIONAL
NO
TRAINING 25
COMPLETEDYES
HIGHSCHOOL
26
COMPLETEDNO
UNDERGRADUATE17
COMPLETEDNO
HIGHSCHOOL
20
SOME ADDITIONAL
NO
TRAINING 28
COMPLETEDNO
HIGHSCHOOL
26
COMPLETEDNO
UNDERGRADUATE15
COMPLETEDNO
HIGHSCHOOL
18
SOME ADDITIONAL
NO
TRAINING 22
SOME ADDITIONAL
NO
TRAINING 20
COMPLETEDNO
UNDERGRADUATE27
COMPLETEDNO
UNDERGRADUATE27
COMPLETEDYES
HIGHSCHOOL
25
POSTGRADUATE
NO COMPLETED 19
SOME ADDITIONAL
YES
TRAINING 24
SOME ADDITIONAL
NO
TRAINING 25
SOME ADDITIONAL
NO
TRAINING 21
COMPLETEDYES
UNDERGRADUATE26
COMPLETEDNO
UNDERGRADUATE19
COMPLETEDNO
UNDERGRADUATE20
COMPLETEDNO
UNDERGRADUATE19
COMPLETEDNO
HIGHSCHOOL
23
SOME SECONDARY
NO
24
COMPLETEDNO
HIGHSCHOOL
27
POSTGRADUATE
NO COMPLETED 27
COMPLETEDNO
UNDERGRADUATE29
COMPLETEDNO
UNDERGRADUATE21
SOME SECONDARY
NO
24
COMPLETEDNO
UNDERGRADUATE29
23
22
28
20
17
24
20
23
22
23
27
27
20
23
28
26
25
21
28
24
15
16
20
20
18
15
19
17
25
18
23
17
23
21
22
28
19
24
19
25
22
26
28
27
22
20
27
32
40
37
31
38
33
33
39
37
41
34
36
31
33
38
36
31
40
37
32
33
31
29
32
29
39
32
30
39
36
36
38
29
32
32
35
31
39
31
39
36
40
38
31
32
30
38
25
21
19
21
19
13
13
15
24
18
26
16
18
24
23
14
14
17
14
21
18
22
16
25
23
16
26
20
15
20
20
23
19
15
15
25
20
15
24
16
13
16
14
15
15
25
14
30
21
27
12
17
17
25
19
20
26
23
10
22
21
23
25
19
26
19
29
22
17
25
9
16
14
17
23
29
17
20
18
22
16
19
27
22
26
27
33
14
31
27
35
25
27
23
MALES
FEMALES
MALES
MALES
FEMALES
FEMALES
FEMALES
FEMALES
FEMALES
FEMALES
FEMALES
MALES
MALES
FEMALES
FEMALES
FEMALES
MALES
FEMALES
FEMALES
FEMALES
MALES
FEMALES
MALES
FEMALES
FEMALES
47
50
19
37
37
35
33
22
20
18
31
44
40
45
36
31
32
50
42
29
31
27
31
78
27
POSTGRADUATE
NO COMPLETED 21
SOME ADDITIONAL
YES
TRAINING 21
COMPLETEDNO
HIGHSCHOOL
26
SOME ADDITIONAL
NO
TRAINING 27
COMPLETEDNO
HIGHSCHOOL
22
SOME ADDITIONAL
NO
TRAINING 27
SOME ADDITIONAL
YES
TRAINING 16
COMPLETEDNO
UNDERGRADUATE17
SOME ADDITIONAL
NO
TRAINING 19
COMPLETEDNO
HIGHSCHOOL
22
SOME ADDITIONAL
NO
TRAINING 30
COMPLETEDNO
UNDERGRADUATE18
POSTGRADUATE
NO COMPLETED 24
SOME SECONDARY
NO
21
SOME ADDITIONAL
NO
TRAINING 26
COMPLETEDNO
HIGHSCHOOL
17
POSTGRADUATE
YES COMPLETED 23
SOME ADDITIONAL
NO
TRAINING 20
SOME SECONDARY
NO
23
COMPLETEDYES
UNDERGRADUATE23
POSTGRADUATE
NO COMPLETED 19
COMPLETEDNO
UNDERGRADUATE24
COMPLETEDNO
HIGHSCHOOL
21
COMPLETEDNO
HIGHSCHOOL
27
COMPLETEDNO
UNDERGRADUATE21
23
17
26
27
22
23
21
24
20
24
27
24
25
19
22
17
24
20
25
23
22
25
22
17
22
34
39
39
29
38
34
33
31
30
28
34
39
35
28
29
37
31
32
32
38
35
32
33
33
36
15
21
18
17
22
19
14
25
17
23
14
…
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