You may want to describe more of what you are doing and where you need a transform, especially since you question references symmetry of distribution.
The basic data step function Log will transform values in the appropriate domain, best creating a new variable.
data want;
set have;
logvariable = log(variable);
run;
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ANOVA, or Analysis Of Variance, is used to compare the averages or means of two or more populations to better understand how they differ. Watch this tutorial for more.