topic How to calculate every 45days and within 90days of the month in SAS Programming

How to calculate every 45days and within 90days of the month

HitmonTran — Thu, 01 Oct 2020 03:50:20 GMT

Hello,

I need to find if there are returning customers after 45days but within 90days.

1. how to calculate every 45days?

2. how to find returning customers after 45days but within 90days

sample data:

customer date

Alex 2020-01-01

James 2020-01-03

Alex 2020-02-20

James 2020-06-03

want data: (Alex was the only returning customer after 45 days but within 90days):

Period 1

Period 2

Period 3

Period 4

2020-01-01 to 2020-02-14

2020-02-15 to +45 Days

Period 2 Date to + 45 Days

Period 3 Date to + 45 Days

Returning Customers

Re: How to calculate every 45days and within 90days of the month

jimbarbour — Thu, 01 Oct 2020 04:24:16 GMT

Figuring out date intervals is pretty easy with the INTNX function. Here's code to read everything in and calculate Day45 and Day90. It'll take me a bit more to get the code to determine if the person is a returnee within the 45 to 90 day period.

Jim

DATA	Returnees;
	INFILE	DATALINES	MISSOVER;
	FORMAT	Customer		$8.
			Date_Of_Visit	YYMMDDD10.
			Day45			YYMMDDD10.
			Day90			YYMMDDD10.
			;
	INPUT	Customer		$
			Date_of_Visit	:	ANYDTDTE10.
			;

	Day45	=	INTNX('DAY', Date_of_Visit, 45);
	Day90	=	INTNX('DAY', Date_of_Visit, 90);

DATALINES;
Alex                   2020-01-01
James               2020-01-03
Alex                  2020-02-20
James               2020-06-03
;
RUN;

Re: How to calculate every 45days and within 90days of the month

jimbarbour — Thu, 01 Oct 2020 04:29:32 GMT

OK, here's an example of how to determine if a Customer's subsequent visit is within a 45 to 90 day window of their most recent past visit. I'm using a hash table to build a look up by customer. This current coding only works if you have unique customer names. If you have multiple customers with the same name, you'd have to do something more sophisticated like a customer id or some such. The hash table saves Day45 and Day90 from the first visit and those values are retrieved by the FIND() and then compared to the customer's current visit date. If the customer's current visit is withing the 45 to 90 day range, they are marked as "Y", they are in fact a Returnee.

DATA	Customers_And_Dates;
	INFILE	DATALINES	MISSOVER;
	FORMAT	Customer		$8.
			Date_Of_Visit	YYMMDDD10.
			Day45			YYMMDDD10.
			Day90			YYMMDDD10.
			;

	INPUT	Customer		$
			Date_of_Visit	:	ANYDTDTE10.
			;

	Day45	=	INTNX('DAY', Date_of_Visit, 45);
	Day90	=	INTNX('DAY', Date_of_Visit, 90);

DATALINES;
Alex                   2020-01-01
James               2020-01-03
Alex                  2020-02-20
James               2020-06-03
;
RUN;

PROC	SORT	DATA	=	Customers_And_Dates;
	BY	Customer	Date_of_Visit;
RUN;

DATA	Returnees;
	DROP	_:;
	SET	Customers_And_Dates;
			BY	Customer;

	IF	_N_					=	1						THEN
		DO;
			DECLARE	HASH	Hsh_Cust_Visits				(MULTIDATA: 'N');
							Hsh_Cust_Visits.DefineKey 	('Customer');
							Hsh_Cust_Visits.DefineData	('Day45', 'Day90');
							Hsh_Cust_Visits.DefineDone	();
		END;

	IF	FIRST.Customer		THEN
		DO;
			_RC				=	Hsh_Cust_Visits.ADD();
			Returnee		=	'N';
		END;
	ELSE
		DO;
			_Save45			=	Day45;
			_Save90			=	Day90;
			_RC				=	Hsh_Cust_Visits.FIND();		
			IF	Day45	<=	Date_of_Visit	<=	Day90	THEN
				Returnee	=	'Y';
			ELSE
				Returnee	=	'N';
			Day45			=	_Save45;
			Day90			=	_Save90;
			_RC				=	Hsh_Cust_Visits.REPLACE();
		END;
RUN;

Results:

I think that's basically what you're looking for, yes?

Jim