topic Re: How to make a group category in a dataset with multiple iterations for a single patient? in SAS Programming

How to make a group category in a dataset with multiple iterations for a single patient?

awardell — Sun, 02 Jan 2022 16:30:59 GMT

Hello,

I am working on a data set in which a person has multiple observations (rows). A person can retrieve balls that vary in color. A person can also transfer and re-store balls in the same bin. I need to define a variable that indicates the color group, defined as the color of the first retrieval. If there is another retrieval at a later date, the color group will change to the color of the second retrieval, for all remaining iterations, and so on for more retrievals.

The data looks as follows:

ID	visit	num_retrieved	num_transferred	num_restored	retrieval_interation	color	group (need)
1	1	3	2	1	1	blue	blue
1	2	0	1	0			blue
1	3	2	0	2	2	red	red
1	4	0	0	0			red
2	1	0	0	0
2	2	1	0	1	1	green	green
2	3	0	1	0			green
3	1	7	2	5	1	red	red
3	2	2	4	3	2	green	green

if anyone can help me get the group column above, that would be greatly appreciated! Thanks in advance!


data have; 
    input id visit num_retrieved num_transferred num_restored retrieval_iteration color $; 
    datalines;
1 1 3 2 1 1 blue
1 2 0 1 0 . "" 
1 3 2 0 2 2 red 
1 4 0 0 0 . ""
2 1 0 0 0 . ""
2 2 1 0 1 1 green
2 3 0 1 0 . "" 
3 1 7 2 5 1 red
3 2 2 4 3 2 green
; 
run; 

data have; 
set have; 
if color = '""' then color = ""; 
run;

Re: How to make a group category in a dataset with multiple iterations for a single patient?

PeterClemmensen — Sat, 01 Jan 2022 20:21:31 GMT

Why does retrieval_interation contain the color values suddenly? Is that a typo?

Re: How to make a group category in a dataset with multiple iterations for a single patient?

PeterClemmensen — Sat, 01 Jan 2022 20:26:11 GMT

Try this

data have; 
input id visit num_retrieved num_transferred num_restored retrieval_iteration color $; 
infile datalines missover;
datalines;
1 1 3 2 1 1 blue 
1 2 0 1 0 .      
1 3 2 0 2 2 red  
1 4 0 0 0 .      
2 1 0 0 0 .      
2 2 1 0 1 1 green
2 3 0 1 0 .      
3 1 7 2 5 1 red  
3 2 2 4 3 2 green
; 

data want;
   set have;
   by id;
   length group $ 8;
   if first.id then group = '';
   if color ne '' then group = color;
   retain group;
run;

Re: How to make a group category in a dataset with multiple iterations for a single patient?

awardell — Sun, 02 Jan 2022 16:28:22 GMT

Thank you so much! This works!!! It was a typo above. I will edit it!

Re: How to make a group category in a dataset with multiple iterations for a single patient?

Tom — Sun, 02 Jan 2022 17:05:29 GMT

Note you can use period to mark missing character values also. The normal character informat will convert a single period to blank(s).

datalines;
1 1 3 2 1 1 blue
1 2 0 1 0 . . 
1 3 2 0 2 2 red 
1 4 0 0 0 . .
2 1 0 0 0 . .
2 2 1 0 1 1 green
2 3 0 1 0 . . 
3 1 7 2 5 1 red
3 2 2 4 3 2 green
;