Question

我有一个如下所示的数据集，并不确定从哪里开始。我正在使用Aginity Workbench for Netezza，我想知道何时有互动，看看是否在3个月内有转换。需要扩展到多个客户。

Date        Customer   Interaction  Conversion
1/01/2017   John Smith      1          0
1/02/2017   John Smith                 0
1/03/2017   John Smith                 0
1/04/2017   John Smith                 0
1/05/2017   John Smith                 0
1/06/2017   John Smith      1          0
1/07/2017   John Smith      1          0 
1/08/2017   John Smith                 1            
1/09/2017   John Smith                 0
1/10/2017   John Smith                 0
1/11/2017   John Smith                 0
1/12/2017   John Smith                 0

理想情况下，输出应如下所示，根据三个月的交互窗口，转换属于一次。因此，如果在后续月份中有任何交互，则将转换归因于3个月窗口的第一个月。还需要标记同月发生的交互和转换。

Date        Customer   Interaction  Conversion 3MonthConversion
1/01/2017   John Smith      1          0            0
1/02/2017   John Smith                 0
1/03/2017   John Smith                 0
1/04/2017   John Smith                 0
1/05/2017   John Smith                 0
1/06/2017   John Smith      1          0            1
1/07/2017   John Smith      1          0            
1/08/2017   John Smith                 1            
1/09/2017   John Smith                 0
1/10/2017   John Smith                 0
1/11/2017   John Smith                 0
1/12/2017   John Smith                 0

Answer 1

以下查询应该有效。如果您遇到任何问题，请告诉我

select date,customer, interaction,conversion,
case when interaction=1 and (lead(conversion,1) over (order by date))=1 then 1 
when interaction=1 and (lead(conversion,2) over (order by date))=1 then 1
when interaction=1 and (lead(conversion,3) over (order by date))=1 then 1
else 0 end as threeMonthconversion
from test_month

根据标准循环并计算月差

1 个答案: