SQL 求每月会员流失数量

Question

一个会员6个月以上没有消费记录，则在该月算做一个流失会员。

一张表，有三个字段 年月(YYYYMM) 会员ID 会员消费日期(YYYYMM)

一个年月有多个会员，一个会员有多个消费日期，同一个会员只有一个年月

最后希望输出这样的结果

年月 该月会员流失数量

求做法。伪代码或者文字描述清楚一点就行。

Answer 1

1、建日期辅助表。
2、根据消费表算需要消费截止日期。
3、统计这消费区间内是否有消费记录。
4、根据统计的消费区间记录记录是0，统计当月的流失会员。

以下是mysql的写法
 create table PDetail(
   DateValue varchar(8),
   UserId varchar(20),
   CostValue varchar(8)
);
create table YearMonth(
   DateValue varchar(8)
);
insert into PDetail(DateValue,UserId,CostValue) values('201001','1','201001');
insert into PDetail(DateValue,UserId,CostValue) values('201001','1','201002');
insert into PDetail(DateValue,UserId,CostValue) values('201001','1','201003');
insert into PDetail(DateValue,UserId,CostValue) values('201001','2','201001');
insert into PDetail(DateValue,UserId,CostValue) values('201001','2','201002');
insert into PDetail(DateValue,UserId,CostValue) values('201001','2','201003');
insert into PDetail(DateValue,UserId,CostValue) values('201001','2','201008');
insert into PDetail(DateValue,UserId,CostValue) values('201001','2','201101');
insert into PDetail(DateValue,UserId,CostValue) values('201001','2','201105');
insert into PDetail(DateValue,UserId,CostValue) values('201001','3','201001');
insert into PDetail(DateValue,UserId,CostValue) values('201001','3','201002');
insert into PDetail(DateValue,UserId,CostValue) values('201001','3','201003');
insert into PDetail(DateValue,UserId,CostValue) values('201001','4','201001');
insert into PDetail(DateValue,UserId,CostValue) values('201001','4','201002');
insert into PDetail(DateValue,UserId,CostValue) values('201001','4','201007');
insert into PDetail(DateValue,UserId,CostValue) values('201001','5','201008');
insert into PDetail(DateValue,UserId,CostValue) values('201001','5','201009');
insert into PDetail(DateValue,UserId,CostValue) values('201001','5','201010');

insert into YearMonth(DateValue) values('201001');
insert into YearMonth(DateValue) values('201002');
insert into YearMonth(DateValue) values('201003');
insert into YearMonth(DateValue) values('201004');
insert into YearMonth(DateValue) values('201005');
insert into YearMonth(DateValue) values('201006');
insert into YearMonth(DateValue) values('201007');
insert into YearMonth(DateValue) values('201008');
insert into YearMonth(DateValue) values('201009');
insert into YearMonth(DateValue) values('201010');
insert into YearMonth(DateValue) values('201011');
insert into YearMonth(DateValue) values('201012');
insert into YearMonth(DateValue) values('201101');
insert into YearMonth(DateValue) values('201102');
insert into YearMonth(DateValue) values('201103');
insert into YearMonth(DateValue) values('201104');
insert into YearMonth(DateValue) values('201105');
insert into YearMonth(DateValue) values('201106');
insert into YearMonth(DateValue) values('201107');
insert into YearMonth(DateValue) values('201108');
insert into YearMonth(DateValue) values('201109');


SELECT YearMonth.DateValue 年月,IFNULL(CNT,0) 该月会员流失数量 FROM  YearMonth left join  (
SELECT DateValue, count(*) CNT from (
SELECT YearMonth.*,P.UserId from YearMonth left join (
SELECT P.*,(SELECT COUNT(*) FROM PDetail 
  WHERE PDetail.UserId=P.UserId 
   and PDetail.CostValue>P.CostValue 
   and PDetail.CostValue<=P.NeedCostDate) cnt
from (
SELECT P.*,date_format(
DATE_ADD(
   str_to_date(CONCAT(P.CostValue,'01'), '%Y%m%d')
,INTERVAL 6 MONTH)
,'%Y%m') NeedCostDate
 FROM PDetail P
) P
) p ON YearMonth.DateValue = P.NeedCostDate and p.cnt=0
) p where p.userid is not null group by datevalue
) P ON YearMonth.DateValue = P.DateValue ORDER BY 年月