How to transpose in SAS EG when there are multiple columns of differing data types (numeric, alphanumeric, & character)?

Question

I have a dataset that is approximately 30,000 rows & approximately 30 columns, consisting of:

1 column is a unique identifier (SSN)
6 columns are of diagnostic ICD codes
6 columns are of descriptions of the respective ICD diagnostic code

Here's what the original data looks like:

enter image description here The original data

I would like to restructure the data, to 'combine' the diagnostic codes & diagnostic descriptions, so that each row consists of 1 SSN identifier, 1 diagnostic code, and it's respective diagnostic code. So that SSNs with multiple diagnoses are on separate rows.

Here's what the structure of the table I would like to look like:

enter image description here The structure of the data, after transposing the variables.

Since I am using SAS EG, I am using the 'Transpose' task. The options SAS EG gives when assigning variables are:

Transpose variables (I've tried ICD codes individually & ICD codes/descriptions)
Copy variables (Those variables not SSN/ICD related)
New column names (limit 1): (I am not including anything here)
Group analysis by: (I am using SSN for this variable).

When I attempt to transpose both ICD Codes & Description columns, it looks like this: Pic from SAS EG Results post transpose

SAS EG creates 4 new variables: Column1 - Column4; I realize these come from the 'New column names' option from above, but it's mixing both ICD codes & descriptions in all 4 columns.

Regardless if I try to 'transpose' the ICD code columns first, while 'copying' the 'Descriptions' columns in step 1, and transposing the 'Descriptions' in a 2nd step, it continues to combine the columns, so that there are both Codes & Descriptions in the newly created SAS 'Column1 - Column4' variables.

Am I not using the correct task (proc transpose) to have it so that the first column is the SSN, the 2nd column is the ICD code, and the 3rd column is the respective ICD description?

Thanks for reading so far down!

Joe · Accepted Answer · 2024-10-29 07:14:53Z

0

You wouldn't want to use the EG task to do such a complex transposition. You'll need to write SAS code for it. The transpose task is meant for simple transpositions.

Something like...

data want;
  set have;
  array code code1-code6;
  array desc desc1-desc6;
  do i = 1 to dim(code);
    code_out = code[i];
    desc_out = code[i];
    output;
  end;
  keep ssn code_out desc_out;
run;

Not very complicated really, but more complex than the task would support.

answered Oct 29, 2024 at 7:14

Joe

63.5k7 gold badges51 silver badges70 bronze badges

Sign up to request clarification or add additional context in comments.

Collectives™ on Stack Overflow

How to transpose in SAS EG when there are multiple columns of differing data types (numeric, alphanumeric, & character)?

1 Answer 1

Comments

Your Answer

Hot Network Questions

Collectives™ on Stack Overflow

1 Answer 1

Comments

Your Answer

Sign up or log in

Post as a guest

Related