topic Re: Identifying top 10 scoring observations in a way that permits tied observations to be included in SAS Programming

Identifying top 10 scoring observations in a way that permits tied observations to be included

Rover17 — Sun, 16 Jul 2023 17:50:17 GMT

Hello Fellow SAS Programmers,

I am trying to classify ranked observations in my dataset. I am interested in identifying the top 10 performing observations. The challenge is that there can potentially be tied values among more than the top 10 performing observations.

In my dataset, I have performance score (X variable) for each of 270 observations. Some observations have the same score. After I conduct a descending sort of the file using the variable X, I want to identify the top 10 scoring observations in a way that permits tied observations can be included in the top 10 performance category (i.e., Top_10 = 'Yes').

Below, I display an example of what I am trying to achieve. Can someone please help me by suggesting SAS code that can achieve what I want. It would be great if it were part of a data step, but it doesn't have to be. For instance, I could probably create a file that has no duplicate performance scores, then create a counting variable, and then merge that file with the initial dataset.

X Top_10

99 Yes

90 Yes

83 Yes

72 Yes

71 Yes

65 Yes

52 Yes

43 Yes

31 Yes

20 Yes

Thank you,

Rover17

Re: Identifying top 10 scoring observations in a way that permits tied observations to be included

john_mccall — Sun, 16 Jul 2023 19:06:16 GMT

Hi. Consider this sample program.

/* Create a sample table that is ordered By descending X*/
Data Sample;
infile datalines;
input X ;
datalines;
99
90
83
83
72
71
71
65
52
43
31
20
20
19
18
;
run;
/* Count 1 for a single BY value and for count 1 for duplicate BY values*/
data Top10;
set sample;
by descending x;
If last.x then count+1;
if count<=10 then do;
Top10='Yes';
output;
end;
else do;
Top10='No';
output;
end;
run;

proc print data=top10;
title "Counting duplicates as 1 in Tp 10 table";
run;

Re: Identifying top 10 scoring observations in a way that permits tied observations to be included

PaigeMiller — Sun, 16 Jul 2023 19:28:13 GMT

Use PROC RANK to identify top X observations, including ties. I guess you could write DATA step code to do this, but why bother when SAS has already given you the tools to do it very quickly and easily?

proc rank data=have descending ties=low out=want;
    var x;
    ranks x_ranked;
run;

If TIES=LOW isn't what you want, there are other options.