topic Re: Assign sequence id within group and order by date in SAS Programming

Assign sequence id within group and order by date

lichee — Wed, 18 Sep 2024 04:35:11 GMT

Hi all,

I have a data file with each Person_ID having multiple records associated with Agent_IDs. The date information (Begin_Date and End_Date) is also available. I wanted to have the data sorted by Person_ID, dates and then Agent_ID and assign new ID (Agent_ID_Assigned in data file "want") for each Agent_ID by sorting order. Essentially Agent_ID_Assigned takes squence id ordered by date per Person_ID. The variable Agent_ID_Assigned is the target field to generate as shown in "want" data file below.

Any suggestion is greatly appreciated.

data have;
infile datalines dlm="09"x dsd truncover;
input
person_id $
Begin_Date :mmddyy10.
End_Date :mmddyy10.
Agent_ID $
;
format
Begin_Date
End_Date yymmdd10.
;
datalines;
11111 3/2/2018 3/13/2018 A1111
22222 1/11/2018 1/15/2018 A1234
22222 1/28/2018 2/2/2018 A1234
22222 2/8/2018 2/10/2018 A1200
22222 2/24/2018 2/26/2018 A1211
22222 8/17/2018 8/22/2018 A4111
33333 3/17/2018 3/23/2018 A2111
44444 3/13/2018 3/15/2018 A3111
44444 4/24/2018 4/26/2018 A3211
44444 7/13/2018 7/14/2018 A3211
44444 7/14/2018 7/19/2018 A1212
44444 7/26/2018 7/30/2018 A1212
44444 11/17/2018 11/19/2018 A1212
44444 11/19/2018 11/26/2018 A1212
;

data want;
infile datalines dlm="09"x dsd truncover;
input
person_id $
Begin_Date :mmddyy10.
End_Date :mmddyy10.
Agent_ID $
Agent_ID_Assigned
;
format
Begin_Date
End_Date yymmdd10.
;
datalines;
11111 3/2/2018 3/13/2018 A1111 1
22222 1/11/2018 1/15/2018 A1234 1
22222 1/28/2018 2/2/2018 A1234 1
22222 2/8/2018 2/10/2018 A1200 2
22222 2/24/2018 2/26/2018 A1211 3
22222 8/17/2018 8/22/2018 A4111 4
33333 3/17/2018 3/23/2018 A2111 1
44444 3/13/2018 3/15/2018 A3111 1
44444 4/24/2018 4/26/2018 A3211 2
44444 7/13/2018 7/14/2018 A3211 2
44444 7/14/2018 7/19/2018 A1212 3
44444 7/26/2018 7/30/2018 A1212 3
44444 11/17/2018 11/19/2018 A1212 3
44444 11/19/2018 11/26/2018 A1212 3
;

Re: Assign sequence id within group and order by date

Patrick — Wed, 18 Sep 2024 06:50:33 GMT

Using your sample data below should work.

data want;
  infile datalines dlm=' ' dsd truncover;
  input
    person_id $
    Begin_Date :mmddyy10.
    End_Date :mmddyy10.
    Agent_ID $
    Agent_ID_Assigned
  ;
  format
    Begin_Date
    End_Date yymmdd10.
  ;
  datalines;
11111 3/2/2018 3/13/2018 A1111 1
22222 1/11/2018 1/15/2018 A1234 1
22222 1/28/2018 2/2/2018 A1234 1
22222 2/8/2018 2/10/2018 A1200 2
22222 2/24/2018 2/26/2018 A1211 3
22222 8/17/2018 8/22/2018 A4111 4
33333 3/17/2018 3/23/2018 A2111 1
44444 3/13/2018 3/15/2018 A3111 1
44444 4/24/2018 4/26/2018 A3211 2
44444 7/13/2018 7/14/2018 A3211 2
44444 7/14/2018 7/19/2018 A1212 3
44444 7/26/2018 7/30/2018 A1212 3
44444 11/17/2018 11/19/2018 A1212 3
44444 11/19/2018 11/26/2018 A1212 3
;

data derived(drop=_:);
  set want;
  by person_id Begin_Date;
  _lag_Agent_ID=lag(Agent_ID);
  if first.person_id then agent_id_derived=1;
  else if _lag_Agent_ID ne Agent_ID then agent_id_derived+1;
run;

Question:

It's not a case in your sample data but in case it's possible: What should happen if for the same person a previous agent_id shows up again? like: agent A, agent B, agent A.

Re: Assign sequence id within group and order by date

lichee — Wed, 18 Sep 2024 13:00:44 GMT

Thanks, Patrick!
It is likely that a previous agend_id shows up again for the same person. But for my current purpose, your code is sufficient.

Re: Assign sequence id within group and order by date

Patrick — Wed, 18 Sep 2024 13:15:44 GMT

Just in case you need it later below a code option that assigns per person_id only one ID per agent.

data want;
  infile datalines dlm=' ' dsd truncover;
  input
    person_id $
    Begin_Date :mmddyy10.
    End_Date :mmddyy10.
    Agent_ID $
    Agent_ID_Assigned
  ;
  format
    Begin_Date
    End_Date yymmdd10.
  ;
  datalines;
11111 3/2/2018 3/13/2018 A1111 1
22222 1/11/2018 1/15/2018 A1234 1
22222 1/28/2018 2/2/2018 A1234 1
22222 2/8/2018 2/10/2018 A1200 2
22222 2/24/2018 2/26/2018 A1211 3
22222 8/17/2018 8/22/2018 A4111 4
33333 3/17/2018 3/23/2018 A2111 1
44444 3/13/2018 3/15/2018 A3111 1
44444 4/24/2018 4/26/2018 A3211 2
44444 7/13/2018 7/14/2018 A3211 2
44444 7/14/2018 7/19/2018 A1212 3
44444 7/26/2018 7/30/2018 A1212 3
44444 11/17/2018 11/19/2018 A1212 3
44444 11/19/2018 11/26/2018 A1212 3
44444 3/13/2019 3/15/2018 A3111 1
;

data derived;
  if _n_=1 then
    do;
      dcl hash h1();
      h1.defineKey('agent_id');
      h1.defineData('agent_id_derived');
      h1.defineDone();
    end;
  set want;
  by person_id Begin_Date;
  length agent_id_derived 8;
  if first.person_id then h1.clear();
  if h1.find() ne 0 then 
    do;
      agent_id_derived=h1.num_items+1;
      h1.add();
    end;
run;

proc print data=derived;
run;