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Anonymous's avatar
Anonymous
Not applicable
5 years ago
Solved

Lost Customer Analytics

Hello all, 

 

I've been testing a measure to analyze lost customers but it is not working correctly.

 

The measure I am using is:

 

Advanced Lost Customers =

var CustomersPurchased = CALCULATETABLE(VALUES(transactions[CustomerCode]),
FILTER (ALL('Calendar'),
'Calendar'[Date]> MIN('Calendar'[Date]) - 365 &&
'Calendar'[Date] < MIN('Calendar'[Date]) - 180))

var PriorCustomers = CALCULATETABLE(VALUES(transactions[CustomerCode]),
FILTER(ALL('Calendar'),
'Calendar'[Date] > MIN('Calendar'[Date]) - 180 &&
'Calendar'[Date] < MIN('Calendar'[Date])))

return

COUNTROWS(EXCEPT(CustomersPurchased,PriorCustomers))*-1
 
The idea was, first create a table of all customer codes that have purchased on the last 180 days. Then create a table of customers that purchased in the last 360 days till 180 days.
 
Since a Lost Customer are the ones that did not purchase on the last 180 but purchased some month berfore, I counted the rows from customers appearing on table CustomersPurchased but not on table PriorCustomers.
 
The issue I am facing is the below:
 

For this specific customer the last and only sales was on 15th january 2021.

 

Therefore it should be marked as lost 6 months from now, so August. But why is it also showing for the months after August? Need to remove these

 

Thank you in advance

Need Help
  • v-kkf-msft's avatar
    v-kkf-msft
    5 years ago

    Hi Anonymous ,

     

    Because the date range you set in the "CustomersPurchased" variable is from the previous year to the half of the previous year, so the calculation results in 8/2020 - 1/2021 will include CustomerCode 11. 

     

     

    You can try the following formula:

     

    Advanced Lost Customers = 

var CustomersPurchased = 
CALCULATETABLE(
    DISTINCT(transactions[CustomerCode]),
    FILTER(
        ALL('transactions'),
        'transactions'[Date] >= EDATE( MIN('Calendar'[Date]), -7) &&
        'transactions'[Date] < EDATE( MIN('Calendar'[Date]), -6)
    )
)

var PriorCustomers = 
CALCULATETABLE(
    DISTINCT(transactions[CustomerCode]),
    FILTER(
        ALL('transactions'),
        'transactions'[Date] >= EDATE( MIN('Calendar'[Date]), -6) &&
        'transactions'[Date] < MIN('Calendar'[Date])
    )
)

return

COUNTROWS(EXCEPT(CustomersPurchased,PriorCustomers))*-1

     

    If the problem is still not resolved, please provide detailed error information or the expected result you expect. Let me know immediately, looking forward to your reply.

    Best Regards,
    Winniz

    If this post helps, then please consider Accept it as the solution to help the other members find it more quickly.

     

2 Replies

  • v-kkf-msft's avatar
    v-kkf-msft
    Community Support
    5 years ago

    Hi Anonymous ,

     

    Because the date range you set in the "CustomersPurchased" variable is from the previous year to the half of the previous year, so the calculation results in 8/2020 - 1/2021 will include CustomerCode 11. 

     

     

    You can try the following formula:

     

    Advanced Lost Customers = 

var CustomersPurchased = 
CALCULATETABLE(
    DISTINCT(transactions[CustomerCode]),
    FILTER(
        ALL('transactions'),
        'transactions'[Date] >= EDATE( MIN('Calendar'[Date]), -7) &&
        'transactions'[Date] < EDATE( MIN('Calendar'[Date]), -6)
    )
)

var PriorCustomers = 
CALCULATETABLE(
    DISTINCT(transactions[CustomerCode]),
    FILTER(
        ALL('transactions'),
        'transactions'[Date] >= EDATE( MIN('Calendar'[Date]), -6) &&
        'transactions'[Date] < MIN('Calendar'[Date])
    )
)

return

COUNTROWS(EXCEPT(CustomersPurchased,PriorCustomers))*-1

     

    If the problem is still not resolved, please provide detailed error information or the expected result you expect. Let me know immediately, looking forward to your reply.

    Best Regards,
    Winniz

    If this post helps, then please consider Accept it as the solution to help the other members find it more quickly.