如何在sas中使用nobs,以便可以使用它来查找百分比频率



我导入了一个数据文件。它有246个观测值。通过使用nobs,我如何在代码的最后一句话中替换246来查找百分比?

proc import datafile='G:Data fileDec 2014.csv'                                                                  
out=out.datafile 
dbms=csv 
replace;
*SUMMARY TABLE IS MADE;                                                                                                 
proc summary data = out.datafile missing;                                                                                                               
class AGE sentiment;  *age, sentiment are two columns in datafile;                                                                                                                                   
var ;                                                                                                                                                    
output out = out.summ_age ;                                                                                                   
run;
*SORTING SUMMARY TABLE BY AGE;                                                                                                                           
proc sort data = out.summ_age;                                                                                                                           
by age;                                                                                                                                                  
run;                                                                                                                                                     
*TRANSPOSING THE SORTED DATA WITH AGE AS OBS SENTIMENT VALUES AS COLUMNS;                                                                                
PROC transpose data = out.summ_age out = out.hsi_age;                                                                                                    
by age;                                                                                                                                                  
id sentiment;                                                                                                                                            
var count;                                                                                                                                               
run;
data out.hsi_age;                                                                                                                                        
set out.hsi_age;
tot = d+s+i;
PERCENTAGE=round((tot/246)*100,0.01); /*PERCENTAGE PER GROUP*/                                                                                            
run;

如果您想将数据集中的观测值数量放入宏变量中,那么您可以将此计数放入宏变量中-就像您的情况一样:

proc sql ;
  select count(*) 
  into :N
  from out.datafile  ;
quit ;

你可以在最后一步调用它:

data out.hsi_age;                                                                                                                                        
set out.hsi_age;
tot = d+s+i;
PERCENTAGE=round((tot/&N.)*100,0.01); /*PERCENTAGE PER GROUP*/                                                                                            
run;

所以,你有丢失和200%的原因,所有这些都是你的PROC SUMMARY生成的数据比你想要的多。你想要年龄和情感的交汇,但你却得到了:

    年龄
  • <
  • 情绪/gh><
  • 年龄*情绪/gh>
  • 所有数据(合计)

你需要问你真正想要什么。这确实给了我们一个小小的奖励:你不必去寻找NOBS,你实际上可以从这些额外的一行(年龄不与情绪交叉)中得到它。

假设你有sashelp.class,用性代替情感,你可以这样做:

proc summary data = sashelp.class missing;                                                                                                               
class AGE sex;  *sex replaces sentiment here;      
types sex age*sex;  *we want the grand total for each separate sex, and crossed with age;
var ;                                                                                                                                                    
output out = summ_age ;                                                                                                   
run;
*SORTING SUMMARY TABLE BY AGE;                                                                                                                           
proc sort data = summ_age;                                                                                                                           by age;                                                                                                                                                  
run;                                                                                                                                                     
*TRANSPOSING THE SORTED DATA WITH AGE AS OBS SEX VALUES AS COLUMNS;                                                                                
PROC transpose data = summ_age out = hsi_age;                                                                                                    
by age;                                                                                                                                                  
id sex;                                                                                                                                            
var _freq_;                                                                                                                                               
run;
data hsi_age;                                                                                                                                        
set hsi_age;
retain grand_tot;
if _n_=1 then grand_tot=M+F;  *the first row has the null age values, grand total by sex;
else do;
    tot = sum(M,F);
    PERCENTAGE=round((tot/grand_tot)*100,0.01); /*PERCENTAGE PER GROUP*/                                                                                            
    output;
end;
run;

您也可以通过proc tabulate生成您正在寻找的内容,但这同样有效。

NOBS选项创建常规变量,您可以以与给定数据步骤中的任何其他变量相同的方式访问该变量(唯一的区别是该变量永远不会输出到目标数据集)。我猜你想做的事可以通过以下方式实现:

data out.hsi_age;                                                                                                                                        
    set out.hsi_age nobs=my_nobs_var;
    tot = d+s+i;
    PERCENTAGE=round((tot/my_nobs_var)*100,0.01); /*PERCENTAGE PER GROUP*/                                                                                       
run;

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