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One way to reshape the data is to use PROC TRANSPOSE. data japanpools In its simplest form it can be used to change the observations into variables So if you run: proc transpose data=sugardata out=sugardata2; by patid; var surgdate surgtime bg_level drip_rate drip_change; run; The result would be: PatID 332200594 332200594 332200594