I am running SAS Studio 9.4 and am trying to rename variables that have spaces in them so that they can be read in SAS.
For example I have a variable Dx status but since it has a space in it SAS cannot read it. This is part of the original dataset.
Is there a way to rename it to Dx_status?
Thank you!
Bernie
data One;
set Merlin.data;
options validvarname=any;
rename Dx status='Dx_status';
run;
options validvarname=any;
data One;
set Merlin.data;
rename 'Dx status'n=Dx_status;
run;
Close. Try:
options validvarname=any; data One; set Merlin.data; rename 'Dx status'n=Dx_status; run;
A name that needs the Validvarname option to be usable requires the quotes and n to indicate a "name literal". The quotes are needed to tell SAS where the unfriendly name starts and ends and the n that is a name. The new variable name should not be in quotes.
You can dynamically change the variable names by utilizing SAS Dictionary Tables. The code below pulls all the variables from the table that have spaces and creates a rename statement that can convert them in a downstream data step operation.
/* Data with spaces in variable names */
data work.in_data;
'Dx Status'n = "a";
'Another Status'n = 23;
good_status = "yes";
run;
/* Create rename statement */
proc sql noprint;
select cats("'",strip(name),"'n=",tranwrd(strip(name)," ","_")) into :rename_stmt separated by " "
from dictionary.columns
where find(strip(name),' ','i')
and upcase(libname) eq 'WORK'
and upcase(memname) eq 'IN_DATA'
;
quit;
/* Apply rename statement */
data work.want;
set work.in_data (rename=(&rename_stmt));
run;
The &rename_stmt variable will resolve to:
Which, when applied, will generate the desired variable names.
Note that the NLITERAL() function will generate a valid variable name from a string. If the value is already a valid name then it does nothing. Otherwise it adds quotes and the N suffix. It will pick the best quote character to use.
Note that changing just the spaces to underscore does not guarantee a valid name. Also removing leading spaces by using STRIP() instead of just removing trailing spaces with TRIM() might lead to duplicate names.
catx('=',nliteral(name),nliteral(tranwrd(trim(name),' ','_')))
option validvarname=v7;
Now import your data and SAS will automatically fix your variable names to be valid SAS names without spaces.
Learn how use the CAT functions in SAS to join values from multiple variables into a single value.
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