topic PROC REPORT only show top frequencies in SAS Procedures

PROC REPORT only show top frequencies

katb — Tue, 30 May 2017 21:05:01 GMT

Hi all,

I'm trying to generate a report of cross-tabulated frequencies. However, one of the categorical variables (language) has a ton of different options. I would like a way for the report to only show the top 4 languages and group the rest into an "other" category. How would I do this? Here's my code so far:

PROC REPORT data= nodup_list nowd missing;
 	column motherdominantlanguage have_phone, (N pctn) Total;
	define motherdominantlanguage / group "Language" order=freq descending;
	define have_phone / across order = external "Phone Status"; 
	define n / format = 8. "N" ;
	define pctn / 'Percent' format=percent7.1 ;
	rbreak after / dol skip summarize ; 
	compute total;
 		Total = sum(_c2_,_c4_);
 	endcomp; 
	title2 "Mother's Language Frequency";
RUN;

And here's a sample of my current output:

I'd really like to only have 5 language rows: top 4 languages and an other category!

Thanks!

Re: PROC REPORT only show top frequencies

mkeintz — Tue, 30 May 2017 21:44:00 GMT

Do the crosstab frequencies first (PROC FREQ), writing two intermediate data sets (NEED1 for crosstabs, and NEED2 for oneway freqs of motherdominantlanguage). Then left join the top 4 from need2 with need1 to make NEED. NEED will have the 8 cells of interest plus a frequency variable COUNT.

proc freq nodup_list order=freq noprint ;
  tables motherdominantlanguage*have_phone 
    / out=need1 (drop=percent) sparse missing ;
  tables motherdominantlanguage      
    / out=need2 ;
run;

proc sql;
  create table need as select n1.* from
    need2 (obs=4) as n2 
      left join 
    need1 as n1
      on n2.motherdominantlanguage=n1.motherdominantlanguage;
quit;

AT this point you can run your proc report against dataset NEED, but add a

FREQ COUNT;

statement.

Re: PROC REPORT only show top frequencies

Reeza — Tue, 30 May 2017 22:24:24 GMT

Have you considered a custom format?

Re: PROC REPORT only show top frequencies

katb — Wed, 31 May 2017 13:28:49 GMT

Thank you so much! That was definitely helpful. Is there a way to combine all the other languages into an "others" category? Thanks again!

Re: PROC REPORT only show top frequencies

mkeintz — Thu, 01 Jun 2017 15:50:23 GMT

Just as the "obs=4" data set name option for need2 allows joining only on the 4 most frequent languages, you can also use the "firstobs=5" data set name option to perform a join on the remaining languages. Create a table NEED3 from this join, summing up the value of count for each have_phone value ("group by have_phone"), and creating a lable for that collection of languages ("other"=motherdominantlanguage).

Then you can do a union of NEED3 with the join produced using "obs=4":

proc sql noprint;
  create table need3 as
    select 'Other' as motherdominantlanguage,n1.have_phone,sum(n1.count) as count from 
    need2 (firstobs=5) as n2    /* was "firstobs=2" - editted to "firstobs=5" */
      left join
    need1 as n1
      on n2.motherdominantlanguage=n1.motherdominantlanguage
    group by have_phone;

  create table need as select n1.* from
    need2 (obs=4) as n2 
      left join 
    need1 as n1
      on n2.motherdominantlanguage=n1.motherdominantlanguage
    outer union 
    select * from need3;


quit;

Re: PROC REPORT only show top frequencies

katb — Wed, 31 May 2017 15:46:28 GMT

Thank you so much! It worked perfectly! I actually wound up just stacking the final two tables; made it a bit easier. 🙂