topic Re: merging variables from an individual member to a paired database in SAS Programming

merging variables from an individual member to a paired database

tallkell — Tue, 05 Nov 2013 12:36:12 GMT

Hi all,

I have two databases - one of which is has 25 individual member observations with 4 variables (vars1-vars4). Each observation is identified by a unique ID number (id).

Obs	id	var1	var2	var3	var4
1	860880007	2	.	.	.
2	860880013	.	1	1	2
3	860880015	.	1	1	2
4	860880023	2	.	.	.
5	861560006	.	1	1	1
6	861560009	.	1	1	2
7	861560012	.	1	1	2
8	861560013	.	1	1	2
9	861560017	1	1	1	2
10	861560030	1	1	1	2
11	861560031	2	.	.	.
12	861560040	.	1	1	2
13	861560041	.	1	1	2
14	861780002	2	.	.	.
15	861780012	2	.	.	.
16	861780013	2	.	.	.
17	861780024	.	1	1	2
18	861780027	2	.	.	.
19	861780036	1	1	1	2
20	861780050	.	1	1	2
21	861780053	1	1	1	2
22	862440006	1	2	.	.
23	862440007	1	1	1	2
24	862440016	.	1	1	2
25	862440025	.	1	1	2

I have a second database - a paired database (12 observations) - in which each observation represents a pair of members that may have a corresponding member data in the database above. Each member of the pair is identified by a unique ID (one called left_id, the other right_id):

Obs	left_id	right_id
1	861560006	861560005
2	861560013	861560012
3	860900004	860900003
4	861560031	861560030
5	860880024	860880023
6	861560041	861560040
7	861780013	861780012
8	861780002	861780001
9	861780050	861780049
10	862440007	862440006
11	862440016	862440015
12	862988001	862988000

I would like merge the data from the individual member database (if present) to the paired database with the structure below. I would like each left/right variable list to be populated with corresponding data from the individual database (filled in the first two rows as an example). The output database should have 12 observations like the paired database. If data are not available for one or both members of the pair then the var should be missing (see observation 12 on the paired database which does not have a corresponding individual data for either member).

Obs	left_id	left_var1	left_var2	left_var3	left_var4	right_id	right_var1	right_var2	right_var3	right_var4
1	861560006	.	1	1	1	861560005	.	.	.	.
2	861560013	.	1	1	2	861560012	.	1	1	2
3	860900004					860900003
4	861560031					861560030
5	860880024					860880023
6	861560041					861560040
7	861780013					861780012
8	861780002					861780001
9	861780050					861780049
10	862440007					862440006
11	862440016					862440015
12	862988001					862988000

Any solution using data step and Proc SQL would be much appreciated.

Thanks community.

--Tim

Re: merging variables from an individual member to a paired database

Tom — Tue, 05 Nov 2013 14:27:53 GMT

SQL is easy.

create table want as

select left.id as left_id

, left.var1 as left_var1

....

from table1 left

, table1 right

, table2 match

where left.id = match.left_id

and right.id = match.right_id

;

Re: merging variables from an individual member to a paired database

Amir — Tue, 05 Nov 2013 18:56:37 GMT

Hi,

For a step by step approach using data steps and proc sort:

data bypair;

pair_id=_n_;

set have2;

run;

proc sort data=bypair(drop=right_id)

out =byleft;

by left_id;

run;

proc sort data=bypair(drop=left_id)

out =byright;

by right_id;

run;

data full_left(rename=(var1=left_var1 var2=left_var2 var3=left_var3 var4=left_var4));

merge have1 (rename=(id=left_id))

byleft(in=inl)

;

by left_id;

if inl;

run;

data full_right(rename=(var1=right_var1 var2=right_var2 var3=right_var3 var4=right_var4));

merge have1 (in=inh rename=(id=right_id))

byright(in=inr)

;

by right_id;

if inr;

run;

proc sort data=full_left;

by pair_id;

run;

proc sort data=full_right;

by pair_id;

run;

data want(drop=pair_id);

merge full_left

full_right;

by pair_id;

run;

Regards,

Amir.

Re: merging variables from an individual member to a paired database

tallkell — Wed, 06 Nov 2013 12:52:18 GMT

Thanks Tom,

The SQL produced what I wanted except that the output table 'want' have only rows where the left and right id match. Is it possible to include in the output table all rows from table 2 even if there was no match id's?

Thanks again.

--Tim

Re: merging variables from an individual member to a paired database

Tom — Wed, 06 Nov 2013 14:07:34 GMT

Use a different type of join

select ......

from table2 match

left join table1 left

on left.id = match.left_id

left join table1 right

on right.id = match.right_id

;

Re: merging variables from an individual member to a paired database

tallkell — Tue, 12 Nov 2013 07:06:03 GMT

Thanks.

This works well.

--Tim