Skip to main content
cancel
Showing results for 
Search instead for 
Did you mean: 

Enhance your career with this limited time 50% discount on Fabric and Power BI exams. Ends August 31st. Request your voucher.

Reply
Morrison
Helper I
Helper I

How to Count New Client

Hi, from a sales table with

CustomerKey, Date, SalesNetAmount,

I would like to count the number of new customers, all those customers who in 2022 were not in 2021 and all those customers who in 2023 were neither in 2021 nor in 2022. At the same time I would like to see the number of customers lost, all those who no longer bought in 2022 compared to 2021 and who in 2023 no longer bought compared to 2022.

Please help 🙂 !

1 ACCEPTED SOLUTION
FreemanZ
Super User
Super User

hi @Morrison ,

 

not sure if i fully get you, supposing you have a data table like:

CustomerKey Date Amt
A 1/1/2020 1
B 1/1/2020 1
C 1/1/2020 1
A 1/1/2021 1
D 1/1/2021 1
A 1/1/2022 1
B 1/1/2022 1
E 1/1/2022 1
F 1/1/2022 1

 

try to

1) add a calculated column like:

Year = YEAR([date])

 

2) plot a table visual with the [Year] column and measures like:

NewCount = 
VAR _priorlist =
CALCULATETABLE(
    VALUES(data[CustomerKey]),  
    data[year]<MAX(data[year])
)
VAR _currentlist =VALUES(data[CustomerKey])
VAR _gaplist = EXCEPT(_currentlist, _priorlist)
VAR _result = COUNTROWS(_gaplist)
RETURN IF(ISEMPTY(_priorlist), 0, _result)+0
NewList = 
VAR _priorlist =
CALCULATETABLE(
    VALUES(data[CustomerKey]), 
    data[year]<MAX(data[year])
)
VAR _currentlist =VALUES(data[CustomerKey])
VAR _gaplist = EXCEPT(_currentlist, _priorlist)
VAR _result = CONCATENATEX(_gaplist, data[CustomerKey], ", ")
RETURN IF(ISEMPTY(_priorlist), "", _result)
LostCount = 
VAR _prelist =
CALCULATETABLE(
    VALUES(data[CustomerKey]),  
    data[year]=MAX(data[year])-1
)
VAR _currentlist = VALUES(data[CustomerKey])
VAR _gaplist = EXCEPT(_prelist, _currentlist)
VAR _result = COUNTROWS(_gaplist)
RETURN IF(ISEMPTY(_prelist), 0, _result)+0
LostList = 
VAR _prelist =
CALCULATETABLE(
    VALUES(data[CustomerKey]),  
    data[year]=MAX(data[year])-1
)
VAR _currentlist =VALUES(data[CustomerKey])
VAR _gaplist = EXCEPT(_prelist, _currentlist)
VAR _result = CONCATENATEX(_gaplist, data[CustomerKey], ", ")
RETURN IF(ISEMPTY(_prelist), "", _result)

 

it worked like:

FreemanZ_0-1699625412906.png

 

View solution in original post

4 REPLIES 4
FreemanZ
Super User
Super User

hi @Morrison ,

 

not sure if i fully get you, supposing you have a data table like:

CustomerKey Date Amt
A 1/1/2020 1
B 1/1/2020 1
C 1/1/2020 1
A 1/1/2021 1
D 1/1/2021 1
A 1/1/2022 1
B 1/1/2022 1
E 1/1/2022 1
F 1/1/2022 1

 

try to

1) add a calculated column like:

Year = YEAR([date])

 

2) plot a table visual with the [Year] column and measures like:

NewCount = 
VAR _priorlist =
CALCULATETABLE(
    VALUES(data[CustomerKey]),  
    data[year]<MAX(data[year])
)
VAR _currentlist =VALUES(data[CustomerKey])
VAR _gaplist = EXCEPT(_currentlist, _priorlist)
VAR _result = COUNTROWS(_gaplist)
RETURN IF(ISEMPTY(_priorlist), 0, _result)+0
NewList = 
VAR _priorlist =
CALCULATETABLE(
    VALUES(data[CustomerKey]), 
    data[year]<MAX(data[year])
)
VAR _currentlist =VALUES(data[CustomerKey])
VAR _gaplist = EXCEPT(_currentlist, _priorlist)
VAR _result = CONCATENATEX(_gaplist, data[CustomerKey], ", ")
RETURN IF(ISEMPTY(_priorlist), "", _result)
LostCount = 
VAR _prelist =
CALCULATETABLE(
    VALUES(data[CustomerKey]),  
    data[year]=MAX(data[year])-1
)
VAR _currentlist = VALUES(data[CustomerKey])
VAR _gaplist = EXCEPT(_prelist, _currentlist)
VAR _result = COUNTROWS(_gaplist)
RETURN IF(ISEMPTY(_prelist), 0, _result)+0
LostList = 
VAR _prelist =
CALCULATETABLE(
    VALUES(data[CustomerKey]),  
    data[year]=MAX(data[year])-1
)
VAR _currentlist =VALUES(data[CustomerKey])
VAR _gaplist = EXCEPT(_prelist, _currentlist)
VAR _result = CONCATENATEX(_gaplist, data[CustomerKey], ", ")
RETURN IF(ISEMPTY(_prelist), "", _result)

 

it worked like:

FreemanZ_0-1699625412906.png

 

Hi, thanks for the great solution!! In the source table I also have the name of the agent who sells to that customer and I would like to see the new customers and lost customers per individual agent. Instead of the list, would it be possible to click on the year and view the new customers or lost customers in a table like the one I attach? Thank you 1000

 

Morrison_0-1699861339200.png

 

Morrison
Helper I
Helper I

Morrison_0-1699624704539.png

 

Rupak_bi
Super User
Super User

plz share sample table. 



Regards
Rupak
FOLLOW ME : https://www.linkedin.com/in/rupaksar/

Helpful resources

Announcements
July 2025 community update carousel

Fabric Community Update - July 2025

Find out what's new and trending in the Fabric community.

July PBI25 Carousel

Power BI Monthly Update - July 2025

Check out the July 2025 Power BI update to learn about new features.