Suppose you have two SAS datasets: data ae; input pt 1-2 ptcode $3-10 pterm $12-23; cards; 1 10029354 Neutropenia 1 10029354 Neutropenia 1 10029354 Neutropenia ; run; proc sort data=ae; by ptcode; and a nother dataset representing the category for each AE: data cat; input ptcode $1-8 category $10-28; cards; 10029354 Special Interest 1 10029354 Special Interest 2 ; run; you want to merge these datasets so that each AE ptdode will have its corresponding category of interest. You might want to try the following code: data ae2; merge ae(in=in1) cat(in=in2); by ptcode ; if in1 and in2; run; Try to print out, you get the following: Obs pt ptcode pterm category 1 1 10029354 Neutropenia Special Interest 1 2 1 10029354 Neutropenia Special Interest 2 3 1 10029354 Neutropenia Special Interest 2 You are not happy with the result, then you might want to try the following: proc sql noprint; create table ae3 as select a.*, b.category as category from ae as a,cat as b where a.ptcode=b.ptcode; quit; proc print; run; Obs pt ptcode pterm category 1 1 10029354 Neutropenia Special Interest 1 2 1 10029354 Neutropenia Special Interest 1 3 1 10029354 Neutropenia Special Interest 1 4 1 10029354 Neutropenia Special Interest 2 5 1 10029354 Neutropenia Special Interest 2 6 1 10029354 Neutropenia Special Interest 2 read the log files when you run the each program and see what you find. NOTE: MERGE statement has more than one data set with repeats of BY values.

**LESSON: revise your code when you see this in your SAS log file: MERGE statement has more than one data set with repeats of BY values.**