Code:
My table name is tblPurchases and the structure is as follows:
tblPurchasesID CustomerID DatePurchased
1 177405 4/1/2005
2 177405 7/23/2005
3 177405 7/30/2005
4 177405 1/24/2006
5 177405 6/30/2006
6 177405 7/24/2006
7 177405 7/29/2006
8 177405 2/20/2007
9 177405 3/30/2007
10 177405 4/13/2007
11 177405 7/10/2007
12 177405 10/2/2007
13 177405 11/14/2007
14 177405 12/12/2007
15 220391 1/19/2005
16 220391 2/2/2005
17 220391 2/25/2005
18 220391 3/18/2005
19 220391 7/5/2005
20 220391 6/7/2006
21 220391 7/11/2006
22 220391 8/11/2006
23 220391 9/25/2006
26 220391 4/2/2007
27 220391 5/23/2007
28 220391 8/10/2007
29 220391 8/24/2007
I would like to be able to create 2 new variables - Timepoint and TimepointComplete as illustrated below:
Code:
tblPurchasesID CustomerID DatePurchased Duration Timepoint TimepointComplete
1 177405 4/1/2005 0 1 Y
2 177405 7/23/2005 113 2 Y
3 177405 7/30/2005 120 2 Y
4 177405 1/24/2006 298 4 Y
5 177405 6/30/2006 455 6 Y
6 177405 7/24/2006 479 6 Y
7 177405 7/29/2006 484 6 Y
8 177405 2/20/2007 690 8 Y
9 177405 3/30/2007 728 9 Y
10 177405 4/13/2007 742 9 Y
11 177405 7/10/2007 830 10 Y
12 177405 10/2/2007 914 11 N
13 177405 11/14/2007 957 11 N
14 177405 12/12/2007 985 11 N
15 220391 1/19/2005 0 1 Y
16 220391 2/2/2005 14 1 Y
17 220391 2/25/2005 37 1 Y
18 220391 3/18/2005 58 1 Y
19 220391 7/5/2005 167 2 Y
20 220391 6/7/2006 504 6 Y
21 220391 7/11/2006 538 6 Y
22 220391 8/11/2006 569 7 Y
23 220391 9/25/2006 614 7 Y
26 220391 4/2/2007 803 9 Y
27 220391 5/23/2007 854 10 Y
28 220391 8/10/2007 933 11 N
29 220391 8/24/2007 947 11 N
Any purchase made between 91 and 180 days of first purchase is considered Timepoint 2.
Any purchase made between 91 and 180 days of first purchase is considered Timepoint 2.
Any purchase made between 181 and 270 days of first purchase is considered Timepoint 3.
...and so on for other timepoints
I will use customer 220391 to further explain the logic:
The FIRST PURCHASE was made on 1/19/2005. We will mark that Timepoint 1
The 2nd purchase was made on 2/2/2005, which is 14 days from FIRST PURCHASE. Since this falls within 90 days of first purchase, we will mark this Timepoint 1.
The 3rd purchase was made on 2/25/2005, which is 37 days from FIRST PURCHASE. Since this falls within 90 days of first purchase, we will mark this also Timepoint 1.
The 4th purchase was made on 3/18/2005, which is 58 days from FIRST PURCHASE. Since this falls within 90 days of first purchase, we will mark this also Timepoint 1.
The 5th purchase was made on 7/5/2005, which is 167 days from FIRST PURCHASE. Since this falls between 91 days and 180 days of first purchase, we will mark this Timepoint 2.
There are no purchases made for the following Timepoints
3 (181 thru 270 days)
4 (271 thru 360 days)
5 (361 thru 450 days)
The 6th purchase was made on 6/7/2006, which is 504 days from FIRST PURCHASE. Since this falls between 451 days and 540 days of first purchase, we will mark this Timepoint 6.
The 7th purchase was made on 7/11/2006, which is 538 days from FIRST PURCHASE. Since this falls between 451 days and 540 days of first purchase, we will mark this Timepoint 6.
The 8th purchase was made on 8/11/2006, which is 569 days from FIRST PURCHASE. Since this falls between 541 days and 630 days of first purchase, we will mark this Timepoint 7.
...and so on
The 13th purchase was made on 8/24/2007, which is 947 days from FIRST PURCHASE. Since this falls between 901 days and 990 days of first purchase, This falls under Timepoint 11. all previous Timepoints will be marked complete. Since this is the last purchase and the purchase date is nowhere close to 990 days, this timepoint will not be marked complete.
Any help with this will be greatly appreciated. Thanks in advance.