I am trying to summarize my variables using proc sql and proc freq procedures in a macro.
Here is the code:
%macro des_freq(input= ,vars= );
%let n=%sysfunc(countw(&vars));
%let binary=NO;
%do i = 1 %to &n;
%let values = %scan(&vars, &i);
%if %datatyp(&values)=NUMERIC %then %do;
proc summary data = &input;
output out=x min(&values)=minx max(&values)=maxx;
run;
data _null_;
set x;
if minx = 0 and maxx = 1 then call symputx('binary','YES');
run;
%if &binary = YES %then %do;
proc sql;
select segment_final,
(sum(case when &values = 1 then 1 else 0 end)/ count(*)) * 100 as &values._percent
from &input
group by segment_final;
quit;
%end;
%else %do;
proc freq data =&input;
tables segment_final*&values/nofreq nopercent nocol;
run;
%end;
%end;
%else %do;
proc freq data =&input;
tables segment_final*&values/nofreq nopercent nocol;
run;
%end;
%end;
%mend;
My variables can be numeric or character. If it's numeric, it can 2 more distinct values.
I want % of 1's in a binary variable by segments(hence proc sql) and % of all distinct variables for each segment(hence proc freq).
My first if statement is checking whether the variable if numeric or not and then if its numeric, next few steps is checking if its binary or not. If its binary then execute the proc sql else execute proc freq.
If the variable is character then just execute the proc freq.
I am not able to figure out how to check if my variable is numeric or not. I tried %SYSFUNC(Vartype), %isnum and %DATATYP. None of them seem to work. Please help!!
First you can look into sashelp.vcolumn
table to check variables types:
data want(keep=libname memname name type);
set sashelp.vcolumn( where= (libname='SASHELP' and memname='CLASS'));
run;
If you don't want to use vcolumn table, you can use vtype()
data step function as @Tom suggest:
data _NULL_;
set &input (obs=1);
call symput('binary',ifc(vtype(&values)='N','YES','NO' ));
run;