How to find a dataset with a variable equal to certain value

cosmid — Sat, 13 Jul 2024 17:00:02 GMT

Hi,

If I have 50 datasets in a directory, all with the same format, for example,

dataset1:
ID x y

1 a apple

2 b banana

3 c orange

dataset2-dataset50 all have the same variables, ID, x, and y. How do I find datasets that have x = c? Let's assume out of all 50 datasets, only dataset1 and dataset 15 have records with x = c. Is there a way to look through all datasets and check for a value of particular variable and return the name of the datasets?

Thanks!

Re: How to find a dataset with a variable equal to certain value

Tom — Sat, 13 Jul 2024 19:01:41 GMT

You will have to read the data to see if the values are there.

If the datasets all have the same variables then you can read them all in one data step.

You can use the INDSNAME= option of the SET statement to know which dataset the current observation comes from.

So use a data step like this to read all of the data and keep the names of the datasets that have observations that match your criteria.

data want;
  length dsname indsname $41 ;
  set dataset1-dataset50 indsname=indsname ;
  where x='c';
  dsname=indsname;
  if dsname ne lag(dsname) then output;
  keep dsname;
run;

The only trouble you might have is getting the list of names into the SET statement if the names are not as simple as that. In that case you might want to get the list into a macro variable.

For example if you want all of the datasets in the libref MYLIB that have a variable named X then the code might look like this instead:

proc sql noprint;
  select distinct catx('.',libname,memname)
    into :memlist separated by ' '
 from dictionary.columns 
 where libname='MYLIB' and upcase(name)='X'
;
quit;
data want;
  length dsname indsname $41 ;
  set &memlist indsname=indsname ;
  where x='c';
  dsname=indsname;
  if dsname ne lag(dsname) then output;
  keep dsname;
run;

If the datasets might have conflicts for some other variable types (Variables other than X, for example say Y is character in DATASET1 and numeric in DATASET2) then you will want to add a KEEP= dataset option to each dataset.

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How to find a dataset with a variable equal to certain value

Re: How to find a dataset with a variable equal to certain value