topic Re: How can I adapt my code to include only gaps that have a row at any point before or after it? in SAS Programming

How can I adapt my code to include only gaps that have a row at any point before or after it?

Coder_12 — Thu, 23 Nov 2023 16:52:16 GMT

Hi there.

I've got stuck with my SAS code.

My aim: To find the average gap of a row (but only a gap where there is either a year before or after the gap) So if someone joins for 2 years, leaves then comes back 2 years later it will count a 2 year gap. However if someone joins and stays for 3 year and then leaves they should not be counted if that's all they did.

I've managed to get to a point the code will either include to much or not enough. I can make it either include all gaps (even if they have never been in before, so essentially just all 0's) or only when there's a specified amount of years either side of it.

data my_data;
input KEY YEAR97 YEAR98 YEAR99 YEAR00 YEAR01 YEAR02 YEAR03 YEAR04 YEAR05 YEAR06 YEAR07 YEAR08 YEAR09;
datalines;
1 0 0 1 0 0 1 0 1 0 0 1 0 0
2 1 1 0 1 1 0 1 0 1 1 0 1 1
3 0 0 0 0 1 0 0 0 1 0 0 1 0
4 1 1 1 1 1 1 1 1 1 1 1 1 1
;

data gaps_in_year;
set my_data;
array year_array YEAR97 YEAR98 YEAR99 YEAR00 YEAR01 YEAR02 YEAR03 YEAR04 YEAR05 YEAR06 YEAR07 YEAR08 YEAR09;
gap_counter = 0;
total_gap_length = 0;

do i = 2 to dim(year_array)-1;
if year_array[i-1] = 1 and year_array[i] = 0 and year_array[i+1] = 1 then do;
gap_counter + 1;
end;
else if gap_counter > 0 then do;
total_gap_length + gap_counter;
gap_counter = 0;
end;
end;

/* Calculate average gap length for the current row */
if gap_counter > 0 then do;
total_gap_length + gap_counter;
end;

drop i ;
run;

Re: How can I adapt my code to include only gaps that have a row at any point before or after it?

Astounding — Thu, 23 Nov 2023 17:58:31 GMT

For me, there is still a bit of guesswork as to what you need. So here is an approach for you to consider.

Start at the beginning of the array and find the first 1. For example, if the first 1 is in YEAR99, the variable First1 would be 3.
Then count backwards from the end of the array. For example, if the first 1 when counting backwards is in YEAR06, then Last1 would be 10.
Finally, count the number of 0 values between First1 and Last1.
Does this approach come close to doing what you need?

Re: How can I adapt my code to include only gaps that have a row at any point before or after it?

mkeintz — Fri, 24 Nov 2023 18:35:26 GMT

You can

Concatenate all the 1's and 0's in the YEAR vars into a single character variable (_strng).
Trim leading and trailing 0's from _strng, so that all remaining zeroes must be between 1's.
Then
1. Treating 1's as word separators, count the number of "words" (NGAPS)
2. Get total number of zeroes (compress out the 1's, get the length -->TOTAL_GAP_LENGTH).
Calculate the average gap length.

data my_data;
input KEY YEAR97 YEAR98 YEAR99 YEAR00 YEAR01 YEAR02 YEAR03 YEAR04 YEAR05 YEAR06 YEAR07 YEAR08 YEAR09;
datalines;
1 0 0 1 0 0 1 0 1 0 0 1 0 0
2 1 1 0 1 1 0 1 0 1 1 0 1 1
3 0 0 0 0 1 0 0 0 1 0 0 1 0
4 1 1 1 1 1 1 1 1 1 1 1 1 1
;


data want (drop=_:);
  set my_data;
  length _strng  $14;     *Assign a length at least one byte longer than N of YEAR variables *;

  _strng=cats(of year:);

  _strng=substr(_strng,findc(_strng,'1'));   *trim leading zeroes;
  _last1=findc(_strng,'1',-14);              *Find RIGHTMOST '1', note negative 3rd parameter;
  _strng=substr(_strng,1,_last1);            *trim trailing zeroes*;

  ngaps=countw(_strng,'1')-1;
  total_gap_length=lengthn(compress(_strng,'1'));
  if ngaps>0 then average_gap_length=total_gap_length/ngaps;
run;