I am trying to aggregate data into rolling timeframes so for each month/year combination within a particular census tract. I would have an aggregate of the data for 13-18 months prior, 7-12 months prior, 0-6 months prior, 0-6 months after, 7-12 months after, and 13-18 months after for each tract. So for 200801 (January 2008) I would have a sum for the following timeframes for each census tract in the data:
July 2006-December 2006
January 2007-June 2007
July 2007-December 2007
January 2008-June 2008
July 2008-December 2008
January 2009-June 2009
Here is my code, thanks to @Patrick for doing the work to provide the data in a usable form
/* Create next six months */
data next6;
set sqfaggfinal1(keep=sqfmthyr);
do i=0 to 5;
sqfmthyr1=intnx('month',sqfmthyr,i,'b');
output;
end;
drop i sqfmthyr;
run;
proc sql; /* Find distinct months */
create table next6 as select distinct sqfmthyr1 from next6;
quit;
/* Create multi-label format */
data dates1;
set next6;
start=sqfmthyr1;
end=intnx('month',start,5,'b');
fmtname='datef';
hlo='M';
label=put(start,yymmn6.);
run;
proc format cntlin=dates1;
run;
/* Compute N and SUM by TRACT and six-month interval */
/* with variable sqfmthyr being the first month of the six month interval */
proc summary nway data=sqfaggfinal1;
class tract2010;
class sqfmthyr/mlf;
format sqfmthyr datef.;
var friskcount--arrestcount;
output out=want sum=;
run;
Many of us will not (or cannot) download attachments. Please include a small portion of your data in your reply following these instrucctions.
Is the request always producing time frames that start in January and end in June, or start in July and end in December? Or could there be other 6 month intervals (and how would we know when to use other 6 month intervals)?
@PaigeMiller I can understand that downloading a .xlsx can be an issue. Not sure why downloading a .sas7bdat should be of any concern.
Below the data step created using https://blogs.sas.com/content/sastraining/2016/03/11/jedi-sas-tricks-data-to-data-step-macro/
data work.SQFAGGFINAL1;
infile datalines dsd truncover;
input sqfmthyr:YYMMN6. tract2010:F11. friskcount:32. furtcount:32. searchcount:32. arrestcount:32.;
format sqfmthyr YYMMN6. tract2010 F11.;
label tract2010="tract2010";
datalines4;
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200809,36047030700,1,0,0,0
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200809,36047030700,1,1,0,0
200810,36047030700,1,0,1,1
200810,36047030700,1,0,0,0
200810,36047030700,6,2,1,2
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;;;;
I can understand that downloading .xlsx can be an issue. Not sure why downloading a .sas7bdat should be of any concern.
@Patrick: My personal opinion about computer security, I do not (never ever) download any files whatsoever in any forum that I participate in.
Nor do I consider it inappropriate to ask the person who wants a question answered, to provide data in a reasonable format, they do the work that they are capable of doing, so I don't have to do the work that they are capable of doing.
Here is my code, thanks to @Patrick for doing the work to provide the data in a usable form
/* Create next six months */
data next6;
set sqfaggfinal1(keep=sqfmthyr);
do i=0 to 5;
sqfmthyr1=intnx('month',sqfmthyr,i,'b');
output;
end;
drop i sqfmthyr;
run;
proc sql; /* Find distinct months */
create table next6 as select distinct sqfmthyr1 from next6;
quit;
/* Create multi-label format */
data dates1;
set next6;
start=sqfmthyr1;
end=intnx('month',start,5,'b');
fmtname='datef';
hlo='M';
label=put(start,yymmn6.);
run;
proc format cntlin=dates1;
run;
/* Compute N and SUM by TRACT and six-month interval */
/* with variable sqfmthyr being the first month of the six month interval */
proc summary nway data=sqfaggfinal1;
class tract2010;
class sqfmthyr/mlf;
format sqfmthyr datef.;
var friskcount--arrestcount;
output out=want sum=;
run;
Data I have
SQFMTHYR Tract2010 Friskcount Furtcount Searchcount Arrestcount
200801 36005000200 1 0 1 0
200802 36005000200 1 0 1 0
200803 36005000200 1 0 1 0
200804 36005000200 1 0 1 0
200805 36005000200 1 0 1 0
200806 36005000200 1 0 1 0
200807 36005000200 1 0 1 0
Data I want
SQFMTHYR SQFMTHYR6A Tract2010 Friskcount Furtcount Searchcount Arrestcount
200801 200801-200806 36005000200 6 0 6 0
200802 200802-200807 36005000200 6 0 6 0
I don't really need the SQFMTHYR6A this is just designating that this aggregate is the six months after 01/2008 and after 02/2008. I need these 6 month aggregates for each month/year timeframe and I have 6 aggregates per month/year timeframe (see above). I have ideas on how to do it and have it visualized but am at a total loss with regard to programming.
Here is what I have:
sqfmthyr | tract2010 | friskcount | furtcount | searchcount | arrestcount |
Feb-06 | 36005000200 | 1 | 0 | 0 | 0 |
Feb-06 | 36005000200 | 0 | 0 | 0 | 0 |
Feb-06 | 36005000200 | 1 | 0 | 0 | 0 |
Mar-06 | 36005000200 | 1 | 0 | 0 | 0 |
Apr-06 | 36005000200 | 1 | 0 | 0 | 0 |
May-06 | 36005000200 | 1 | 0 | 0 | 0 |
May-06 | 36005000200 | 0 | 2 | 0 | 0 |
Jun-06 | 36005000200 | 2 | 2 | 0 | 0 |
Jun-06 | 36005000200 | 1 | 1 | 0 | 1 |
Jun-06 | 36005000200 | 1 | 1 | 0 | 0 |
Jun-06 | 36005000200 | 1 | 1 | 0 | 0 |
Jul-06 | 36005000200 | 2 | 0 | 0 | 0 |
Jul-06 | 36005000200 | 2 | 0 | 0 | 0 |
Jul-06 | 36005000200 | 0 | 0 | 0 | 0 |
Aug-06 | 36005000200 | 2 | 2 | 1 | 1 |
Aug-06 | 36005000200 | 1 | 0 | 0 | 1 |
Sep-06 | 36005000200 | 3 | 3 | 0 | 0 |
Oct-06 | 36005000200 | 0 | 0 | 0 | 0 |
Here is what I need:
sqfmthyr | sqfmthyragg | tract2010 | friskcount | furtcount | searchcount | arrestcount |
200602 | 200602-200607 | 36005000200 | 14 | 7 | 0 | 1 |
200603 | 200603-200608 | 36005000200 | 15 | 9 | 1 | 3 |
200604 | 200604-200609 | 36005000200 | 17 | 12 | 1 | 3 |
200605 | 200605-200610 | 36005000200 | 16 | 12 | 1 | 3 |
I'm afraid this still requires more explanation on how to determine the dates in the output from the dates in the input.
I still request the data be provided according to the instructions I gave.
This is the code I used to go from individual to aggregate by year/month:
proc sql;
create table sqfagg as
select put(sqfmthyr, YYMMN6.) as reporting_period, tract2010, count (*) as stopcount, sum(frisk) as friskcount format=comma10. , sum(furtive) as furtcount format=comma10. ,
sum(search) as searchcount format=comma10. , count(*) as stopcount format=comma10., sum(arrestmade) as arrestcount format=comma10.,
sum(summonissue) as summonscount format=comma10., sum(physicalforce) as phyfrc format=comma10.,
sum(criminaldress) format=comma10. as crimdress, sum(black) format=comma10. as blackcount, sum(white) format=comma10. as whitecount, sum(hispanic) format=comma10. as hispaniccount,
sum(otherrace) format=comma10. as othracecount
from sqfmonthyear
group by tract2010, put(sqfmthyr, YYMMN6.) ;
quit;
This works, but now I need to aggregate to 6 month intervals but a rolling 6 months so 1/2006-6/2006, 2/2006-7/2006, 3/2006-8/2006 etc. @PaigeMiller I have reviewed your recommendations of how to post my question; however, I do not have code that is not working, I am trying to figure out where to start. And I simply trying to get some insight of different methods to try because I am stuck. Your instructions are not helping me.
@casmcfarland wrote:
This works, but now I need to aggregate to 6 month intervals but a rolling 6 months so 1/2006-6/2006, 2/2006-7/2006, 3/2006-8/2006 etc. @PaigeMiller I have reviewed your recommendations of how to post my question; however, I do not have code that is not working, I am trying to figure out where to start. And I simply trying to get some insight of different methods to try because I am stuck. Your instructions are not helping me.
I'm not asking to see your code. I am asking for a working copy of (a portion of) your data, and I linked to instructions that will allow you to provide (a portion of) your data in a form I can work with. I can't write working code for you without a working copy of (a portion of) your data.
The general idea to sum over many different time intervals is to create a multi-label format and then do the summing in PROC SUMMARY with the multilabel format assigned to the variable. Here is the general idea:
proc format;
value datef (multilabel)
'01JAN2006'd-'30JUN2006'd = '01JAN2006'
'01FEB2006'd-'31JUL2006'd = '01FEB2006'
/* and so on */
;
run;
proc summary data=yourdatasetname;
class yourdatevariable / mlf;
var frisk furtive /* all your variables that are supposed to be summed go here */;
output out=sums sum=;
format yourdatevariable datef.;
run;
Again, I can't give you more code until I have a working copy of your data.
Perhaps this will help you.
In a thread earlier in the week, a person made a request to have sums computed over the previous year (not next six months as you are asking). You can see the solution here: https://communities.sas.com/t5/SAS-Programming/Moving-average-by-site-and-date/m-p/751510#M236586. Changing from previous one year to next six months ought to be relatively simple. Also please note that in this thread, the person asking the question provided data in a usable form, and so I was able to provide code for his exact data set.
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