Organizing my code

sastuck — Thu, 15 Mar 2018 20:45:49 GMT

Good afternoon!

The code for my term paper is a bit of a mess right now. I am hoping someone on this page could help me organize it/identify extraneous code.

One of my main issues is that I want to simply merge two datasets, but I have ended up somehow with:

PAPER.COMPUSTAT_EXECUCOMP

WORK.CEO

PAPER.CSRP_MONTHLY_STOCK

WORK.CEO_SORTED

WORK.FIRMS_SORTED

WORK.CEO_FIRM

WORK.CEOS_SORTED_NEW

That is when I run all of my code. Here it is:

libname paper "~/425/425_Final_Paper";

*import compustat dataset;
PROC IMPORT out=paper.CompuStat_Execucomp
	datafile="~/425/425_Final_Paper/CompuStat_Execucomp.csv"
	DBMS=CSV replace;
	getnames= yes;
	guessingrows=2000;
run;

*keep only CEOs;
data CEO;
	set paper.Compustat_ExecuComp;
 	if CEOANN = 'CEO' then output CEO;
run;

*import csrp dataset;
PROC IMPORT out=paper.CSRP_Monthly_Stock
	datafile="~/425/425_Final_Paper/CSRP_MonthlyStock.csv"
	DBMS=CSV replace;
	getnames= yes;
/*guessingrows=max;*/
run;

*delete rows with missing cusips;
data paper.CSRP_Monthly_Stock;
	set paper.CSRP_Monthly_Stock;
	if nmiss(cusip) > 0 then delete;
run;

*create new variable year;
data paper.CSRP_Monthly_Stock;
	set paper.CSRP_Monthly_Stock;
	year = int( date/10000 );
run;

*delete rows with missing return data;
data paper.CSRP_Monthly_Stock;
	set paper.CSRP_Monthly_Stock;
	if nmiss(ret) > 0 then delete;
run;

*sort by ticker;
proc sort 
	data=paper.CSRP_Monthly_Stock;
	by ticker;
run;

data paper.CSRP_Monthly_Stock;
	set paper.CSRP_Monthly_Stock;
	by ticker date;
	retain annual_return 1;
	annual_return = annual_return * (1 + RET);
	month = int( mod(date,10000) / 100);
	if month = 12 or last.ticker;
	annual_return = (annual_return - 1) * 100;
	output;
	annual_return = 1;
run;

/*practice merging*/
libname paper "~/425/425_Final_Paper";

/*keep only CEOs*/
data CEO;
	set paper.Compustat_ExecuComp;
 	if CEOANN = 'CEO' then output CEO;
run;

* 1. Sort CEO data by cusip and year & save sorted file as ceo_sorted ; 
PROC SORT DATA=paper.Compustat_ExecuComp OUT=ceos_sorted; 
  BY year; 
RUN; 

libname paper "~/425/425_Final_Paper";

* 2. Sort firm data by cusip and year & save sorted file as firms_sorted ; 
PROC SORT DATA=paper.CSRP_Monthly_Stock OUT=firms_sorted; 
  BY year; 
RUN; 

libname paper "~/425/425_Final_Paper";

/*keep only CEOs*/
data CEO;
	set paper.Compustat_ExecuComp;
 	if CEOANN = 'CEO' then output CEO;
run;

* 3. Merge CEO data and firm data by year in a data step; 
DATA ceo_firm ; 
  MERGE ceos_sorted_new firms_sorted; 
  BY year; 
RUN; 

/*use proc contents to see if there is a type mismatch*/
proc contents 
 	data=paper.CSRP_Monthly_Stock;
run;

proc contents 
 	data=paper.Compustat_ExecuComp;
run;

* change cusip to numeric variable; 
data ceos_sorted_new;
set ceos_sorted (rename=(cusip=temp));
cusip = input(temp, 12.);
drop temp;
run;

Let me know what you think!

Thanks so much.

-SAStuck

Re: Organizing my code

LinusH — Fri, 16 Mar 2018 07:16:41 GMT

Simple suggestion is to do more in each data step, like you have three rounds of CSRP_Monthly_Stock in the beginning that could be consolidated to one step.

topic Organizing my code in SAS Studio

Organizing my code

Re: Organizing my code