计算成功转换之前联系的平均客户数量

时间:2019-05-29 22:33:18

标签: sql window-functions presto

我有三个表:

表名:客户

Column Name:        Data Type:              Description:
id                   integer        Unique id for customer
company_id         integer(FK to company.id) Unique id for a company that the customer works for
contact_name           varchar           Full name of customer
contact_email          varchar           Email of customer
create_dt              date          Date when customer added to database

表名称:公司

Column Name:          Data Type:              Description:
id                    integer        Unique id for company
company_name          varchar             Name of company
create_dt             date     Date when company added to database
converted             boolean        if customer was converted
converted_dt          date       Date company purchased the product Value is null if the company did not

表名:已联系(操作/联系客户的方式)

Column Name:          Data Type:              Description:
customer_id       integer(FK to Customer.id)    Unique id for contact
rep_name          varchar      Name of the rep who made the contact with the customer
rep_email         varchar      Email of rep who made the contact
contact_channel   varchar      Channel used to contact the customer(email,phone, in-person...)
contact_dt         date        Date of contact

我正在尝试编写一个查询,以显示在公司一级成功转换为客户之前已联系的客户的平均数量。 我能够获得成功转换客户之前的计数数量,但不确定如何在最终转换实例的情况下获取平均计数和因子。

COUNT(CASE WHEN converted = FALSE AND converted_dt is NULL THEN 1 ELSE 0 END) as contacts_made_before_conversion,

CASE WHEN Company.converted_dt is NOT null THEN count(contact_dt) over(partition by company_name order by contact_dt DESC END) as contacted_counts

FROM Contacted

LEFT JOIN 
  (SELECT Customer.id as customer_id , company_name, 
   Company.converted, 
   FROM Customer LEFT JOIN Company
   ON Company.id = Customer.company_id) cc

ON cc.customer_id = Contacted.customer_id

GROUP BY company_name, customer_id

1 个答案:

答案 0 :(得分:2)

这基本上是一个left join,具有聚合功能:

select c.company_id,
       count(distinct c.id) as num_customers,
       count(co.id) as num_contacts,
       count(co.id) * 1.0 / count(distinct c.id) as num_per_customer
from customer c left join
     contacted co
     on co.customer_id = c.id and
        co.converted_dt < c.created_dt
group by c.company_id
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