topic Re: for each applicaiont, collect applications appllied by applicants over past 5 years in SAS Programming

for each applicaiont, collect applications appllied by applicants over past 5 years

Alexxxxxxx — Wed, 28 Jul 2021 11:38:45 GMT

Hello all,

For each application_id, I expect to 1) identify the applicant which applied the application_id and then 2) identify application_id which applied by applicants over the past 5 years.

By using the following data as an example,

Obs, Applicant_name application_date application_id

1,A, 2021-07-28, 101

2,B, 2021-07-28, 101

3,A, 2017-07-28, 102

4,A, 2016-07-27, 103

5,B, 2018-07-28, 104

For observation application_id 101, it is applied by two applicants, which are A and B. and then I expect to include application_id 101, because it is applied by applicant A on 2017-07-28, which is within 5 years before 2021-07-28. I include application_id 104 for the same reason. I do not include application_id 103, because although it is applied by applicant A, it is not applied within 5 years before 2021-07-28.

In the end, for application_id 101, I expect to get table like below,

Obs,Applicant_name,application_date,application_id,applied_id

1,A, 2021-07-28, 101, 102

1,A, 2021-07-28, 101, 104

2,B, 2021-07-28, 101, 102

2,B, 2021-07-28, 101, 104

For application_id 102, I expect to have

Obs,Applicant_name,application_date,application_id,applied_id

3,A, 2017-07-28, 102, 103

For application_id 103, I expect to have

Obs,Applicant_name,application_date,application_id,applied_id

4,A, 2016-07-27, 103

So, in the end, I expect to have

Obs,Applicant_name,application_date,application_id,applied_id

1,A, 2021-07-28, 101, 102

1,A, 2021-07-28, 101, 104

2,B, 2021-07-28, 101, 102

2,B, 2021-07-28, 101, 104

3,A, 2017-07-28, 102, 103

4,A, 2016-07-27, 103

Could you please give me some advice about it. Many thanks in advance.

 

data have;

       infile cards dsd  dlm=",";

       input

       Obs :8.

       Applicant_name :$8.

       application_date: YYMMDD10.

       application_id :8.

       ;

       format

       application_date :YYMMDD10.

       ;

       cards;

       1,A,2021-07-28,101

       2,B,2021-07-28,101

       3,A,2017-07-28,102

       4,A,2016-07-27,103

       5,B,2018-07-28,104

       ;;;;

run;

Re: for each applicaiont, collect applications appllied by applicants over past 5 years

ChrisNZ — Mon, 02 Aug 2021 00:23:10 GMT

This is very confusing. Why does applicant B match 102 in the output?

Also the code provided does not create the expected data. Please fix it.

Re: for each applicaiont, collect applications appllied by applicants over past 5 years

Alexxxxxxx — Tue, 03 Aug 2021 04:19:33 GMT

Hi @ChrisNZ ,

Many thanks for your advice. I rewrite part of my question, and underline the modified part. Please see below.

For each application_id, I expect to 1) identify the applicant which applied the application_id and then 2) identify application_id which applied by applicants over the past 5 years.

By using the following data as an example,

Obs, Applicant_name application_date application_id

1,A, 2021-07-28, 101

2,B, 2021-07-28, 101

3,A, 2017-07-28, 102

4,A, 2016-07-27, 103

5,B, 2018-07-28, 104

For observation application_id 101, it is applied by two applicants, which are A and B. and then I expect to include application_id 101, because it is applied by applicant A on 2017-07-28, which is within 5 years before 2021-07-28. I include application_id 104 for the same reason (because 1) B applied for application 101 in 2021-07-28, 2) B also applied application 104 in 2018-07-28, 3) 2018-07-28 within the 5-years before 2021-07-28). I do not include application_id 103, because although it is applied by applicant A, it is not applied within 5 years before 2021-07-28.

In the end, for application_id 101, I expect to get table like below,

Obs,Applicant_name,application_date,application_id,applied_id

1,A, 2021-07-28, 101, 102

2,B, 2021-07-28, 101, 104

For application_id 102, I expect to have

Obs,Applicant_name,application_date,application_id,applied_id

3,A, 2017-07-28, 102, 103

For application_id 103, I expect to have

Obs,Applicant_name,application_date,application_id,applied_id

4,A, 2016-07-27, 103

So, in the end, I expect to have

Obs,Applicant_name,application_date,application_id,applied_id

1,A, 2021-07-28, 101, 102

2,B, 2021-07-28, 101, 104

3,A, 2017-07-28, 102, 103

4,A, 2016-07-27, 103

data have;
       infile cards dsd  dlm=",";
       input
       Obs :8.
       Applicant_name :$8.
       application_date: YYMMDD10.
       application_id :8.
       ;
       format
       application_date :YYMMDD10.
       ;
       cards;
       1,A,2021-07-28,101
       2,B,2021-07-28,101
       3,A,2017-07-28,102
       4,A,2016-07-27,103
       5,B,2018-07-28,104
       ;;;;

run;

Re: for each applicaiont, collect applications appllied by applicants over past 5 years

ChrisNZ — Tue, 03 Aug 2021 04:37:25 GMT

So the expected result has now changed?

Re: for each applicaiont, collect applications appllied by applicants over past 5 years

Alexxxxxxx — Wed, 04 Aug 2021 15:40:57 GMT

yes, I think this expectation is more clear for my question

Re: for each applicaiont, collect applications appllied by applicants over past 5 years

Alexxxxxxx — Wed, 04 Aug 2021 16:00:34 GMT

at the current stage, I am using

%MACRO Explo(year=);
	PROC SQL;
		CREATE TABLE want_p5y_&year. AS
		SELECT DISTINCT
		citing1.Applicant_name,
		citing1.application_date,
		citing1.application_id,
		citing2.application_id as applied_id
		FROM
		have as citing1
		left JOIN have AS citing2 ON citing1.Applicant_name = citing2.Applicant_name
		where citing1.application_id ^= citing2.application_id
		group by citing1.application_date
		having citing2.application_date between intnx('year', min(citing1.application_date), -5, 'S') and citing1.application_date /*a 3-year moving window starting at the earliest publication date of a cited-patent family */
		;
	QUIT;
%MEND Explo;
%Explo(year=2021)

and I got the result as

Applicant_name	application_date	application_id	applied_id
A	2017/7/28	102	103
A	2021/7/28	101	102
B	2021/7/28	101	104

The first problem is I only get 3 rows rather than 4 rows. The second problem is this code spend around 5 hours to get the result of one year. Could you please give me some advice to get the result quicker and earlier?