The dataset below (believe me - there are many more) needs to be summarized with the 6 most common competencies per jobcode - I have 6 distinct fields of data - and there is a great deal of variation in how each row is sorted (not all ascending or descending).
How do I pull this off?
And if I can com up with a series -of 6 common competencies per jobcode - how can I then compare that with each individual set to determine if there are groups of employees with varying percentages of difference from the "norm"?
Comp 1 Comp 2 Comp 3 Comp 4 Comp 5 Comp 6
00150 Executive Secretary 1
2 3 5 11 15 17
2 6 11 14 15 17
00160 Executive Secretary 2
15 11 30 2 18 34
2 11 15 17 18 20
2 5 6 11 15 17
2 15 20 11 34 46
2 5 14 15 18 20
15 42 5 17 30 46
0023EX Clerk Typist 3 - Exempt
2 5 11 15 18 20
01010 Management Analyst 1
2 5 11 15 30 32
2 7 14 15 32 33
2 7 14 15 32 33
2 7 14 15 32 33
2 10 15 24 28 32
5 7 11 12 14 18
10 2 1 32 14 34
2 7 15 19 32 33
2 9 11 15 18 32
9 11 15 18 30 32
How do I pull this off?
And if I can com up with a series -of 6 common competencies per jobcode - how can I then compare that with each individual set to determine if there are groups of employees with varying percentages of difference from the "norm"?
Comp 1 Comp 2 Comp 3 Comp 4 Comp 5 Comp 6
00150 Executive Secretary 1
2 3 5 11 15 17
2 6 11 14 15 17
00160 Executive Secretary 2
15 11 30 2 18 34
2 11 15 17 18 20
2 5 6 11 15 17
2 15 20 11 34 46
2 5 14 15 18 20
15 42 5 17 30 46
0023EX Clerk Typist 3 - Exempt
2 5 11 15 18 20
01010 Management Analyst 1
2 5 11 15 30 32
2 7 14 15 32 33
2 7 14 15 32 33
2 7 14 15 32 33
2 10 15 24 28 32
5 7 11 12 14 18
10 2 1 32 14 34
2 7 15 19 32 33
2 9 11 15 18 32
9 11 15 18 30 32