topic Re: How to split data range with startdate and enddate into weeks without overlap in SAS Programming

How to split data range with startdate and enddate into weeks without overlap

FrejaB — Wed, 10 Jan 2018 16:16:56 GMT

Hi,

How do I split up data range in weeks without overlap(getting several observations for week number)?

I have a data set looking like this (with many observations):

ID	FROM_DATE	TO_DATE	ATTENDING	EVENT
1	01.JAN 2014	31. JAN 2014	1	05.JAN 2014
1	01.FEB 2014	28.FEB 2014	1	05.JAN 2014
1	01.MAR 2014	03.MAR 2014	0	05.JAN 2014
1	04.MAR	31.MAR.2014	1	05.JAN 2014
2	01.JAN 2014	15.JAN 2014	1	17. MAY 2014
2	16.JAN 2014	1.MAR 2014	0	17. MAY 2014
3…	…	…	…	…

I need to split up the data in weeks before and after the event. I did figure out how to split the observations into weeks using the week and intnx function, but I get an overlap in weeks for some observations. For example if a date range ends on a Wednesday it only has Monday-Wednesday for the given week. it will create a new variable with week number 7, and then the next date range will create a variable with the Thursday-Sunday also having week number 7. I only need one observation per week. I thought that maybe a good way tom come around the problem would be to choose a weekday, for example Thursday, and then count the occurences of Thursday in week x=week number x, but I can't find a way to do it.

I hope that this makes sense. Thank you very much for any help you can give.

Re: How to split data range with startdate and enddate into weeks without overlap

Peter_C — Wed, 10 Jan 2018 16:25:46 GMT

SAS can analyse according to the formatted value of a date, so just apply a WEEK format to the date variable.
Choose the date format according to how you want a week to start(Sunday or Monday)

Re: How to split data range with startdate and enddate into weeks without overlap

FrejaB — Wed, 10 Jan 2018 16:51:14 GMT

Hi Peter_C,

Thanks for you answer. I am not quite sure how to do this as it is a date range. My code looks like this but returns several observations for some weeks, when the days are overlapping:

data mydata ;
  set mydata;
  by ID FROM TO;

  format   GFROM
           GTO
           FROM
           TO
           WEEKDATX17.;

    GFROM=FROM;
        GTO=TO;

    WEEKFROM=week(GFROM,'v');
    WEEKTO=week(GTO,'v');

        /* Dividing observations to weeks; */

    FROM=intnx('week',GFROM, 0, 'b')+1; /* Monday*/
    TO=intnx('week',GFROM, 0, 'e')+1; /* Sunday */
        if FROM<GFROM then FROM=GFROM;
        if TO>GTO then TO=GTO;
        if FROM>GTO then delete;
        if TO<GFROM then delete;
    WEEK_NR=week(FROM,'v');
        days_from_event=intck('day',EVENT,FROM);
        weeeks_from_event=intck('week', EVENT,FROM);
        output;/* week 1 */

        FROM=intnx('week',GFROM, 1, 'b')+1;
    TO=intnx('week',GFROM, 1, 'e')+1;
        if FROM<GFROM then FROM=GFROM;
        if TO>GTO then TO=GTO;
        if FROM>GTO then delete;
        if TO<GFROM then delete;
    WEEK_NR=week(FROM,'v');
        days_from_event=intck('day',EVENT,FROM);
        weeeks_from_event=intck('week', EVENT,FROM);
        output;/* week 2 */
... /*same until week 5 */
run;

Re: How to split data range with startdate and enddate into weeks without overlap

ballardw — Wed, 10 Jan 2018 16:59:46 GMT

Show an example of the desired output for your example data. I am not at all sure what you mean by "split up the data".

A more explicit example of this:For example if a date range ends on a Wednesday it only has Monday-Wednesday for the given week. it will create a new variable with week number 7, and then the next date range will create a variable with the Thursday-Sunday also having week number 7.

is needed.

For example do ALL intervals that end on Wednesday get a week number of 7? if not what creates week 1 or 27 or what have you.

And the bit about "next date range" needs some additional clarification. What if the next date range is for a different ID? Does this "rule" still apply?

Re: How to split data range with startdate and enddate into weeks without overlap

FrejaB — Wed, 10 Jan 2018 18:53:11 GMT

I apologize for the confusion. When I run my code, my data look like this:

ID	FROM_DATE	TO_DATE	ATTENDING	EVENT	Week_from_event
1	Wed. 01.JAN 2014	Fri. 31. JAN 2014	1	08.JAN 2014	-1
1	Wed. 01.JAN 2014	Fri. 31. JAN 2014	1	08.JAN 2014	0
1	Wed. 01.JAN 2014	Fri. 31. JAN 2014	1	08.JAN 2014	1
1	Wed.	Fri. 31. JAN 2014	1	08.JAN 2014	2
1	Wed. 01.JAN 2014	Fri. 31. JAN 2014	1	08.JAN 2014	3
1	Sat. 01.FEB 2014	Fri. 28.FEB 2014	1	08.JAN 2014	3
1	Sat. 01.FEB 2014	Fri. 28.FEB 2014	1	08.JAN 2014	4
1	Sat. 01.FEB 2014	Fri. 28.FEB 2014	1	08.JAN 2014	5
1	Sat. 01.FEB 2014	Fri. 28.FEB 2014	1	08.JAN 2014	6
1	Sat. 01.FEB 2014	Fri. 28.FEB 2014	1	08.JAN 2014	7
1	Sat. 01.MAR 2014	Mon.03.MAR 2014	0	08.JAN 2014	7
1	…	..	…	…	…

What I need is data where there is only 1 of each week number per ID.

The problem is that it makes several observations for the week calculation, as it counts all the days that are normally in a week, if that makes sense.. I have a lot of different ID's and for everyone I want to calculate the weeks before and after the event, so that I can estimate what happens in week 1, week 26 etc.

So something like this:

ID	FROM_DATE	TO_DATE	ATTENDING	EVENT	Week_from_event
1	Wed. 01.JAN 2014	Fri. 31. JAN 2014	1	08.JAN 2014	-1
1	Wed. 01.JAN 2014	Fri. 31. JAN 2014	1	08.JAN 2014	0
1	Wed. 01.JAN 2014	Fri. 31. JAN 2014	1	08.JAN 2014	1
1	Wed.	Fri. 31. JAN 2014	1	08.JAN 2014	2
1	Sat. 01.FEB 2014	Fri. 28.FEB 2014	1	08.JAN 2014	3
1	Sat. 01.FEB 2014	Fri. 28.FEB 2014	1	08.JAN 2014	4
1	Sat. 01.FEB 2014	Fri. 28.FEB 2014	1	08.JAN 2014	5
1	Sat. 01.FEB 2014	Fri. 28.FEB 2014	1	08.JAN 2014	6
1	Sat. 01.FEB 2014	Fri. 28.FEB 2014	1	08.JAN 2014	7
1	…	..	…	…	…

But I am not sure what is the best way to do it. My thought was that maybe it is possible to condition the week number of a weekday(Thursday) being in the observation; for example, the last observation above from sat. 1. Mar to Mon. 3. Mar would then be dropped as there is no Thursday.

Please let me know if it is still too confusing to understand what I need help with.

Re: How to split data range with startdate and enddate into weeks without overlap

FrejaB — Tue, 16 Jan 2018 09:51:04 GMT

I solved it by dividing the time ranges into days and then deleting all observations that didnt occur on Thursdays, now I only have on observation for each week per ID:

data want;
	set want;
		do i=0 to intck('day', from_v, yo_v);
			variable_day=intnx('day',from_v,i,'b');
			output;
		end;
		FORMAT variable_day WEEKDATX17.;
run;

data want;
	set want;
	variable_weekday=weekday(variable_day);
run;

data want;
	set want;
	weeksfromevent=intck('week',event,variable_day);
run;

data se;
	set want;
	if variable_weekday NE 5 then delete;
run;