Forum Discussion
Frequent bought products
I need help with one of my projects on frequent bought products:
- Customer who bought product X&Y also bought Z. If slicer selection is X and Y the table visual should reflect the frequently bought product as X, Y and Z with the order quantity and Total Price
- Dax to find out Average order value of products selected in a slicer.
My requirement is to fetch products which are bought in same order frequently with the selected products in the slicer. Similar to the Recommendation Engine in Ecommerce sites which provides the insight on ‘Customers also purchased this Product combinations’.
Tables Orders
Table Filter Product
Data Modelling:
Slicer Selection - X, Y (Filter Product)
Expected -
Actual -
Formula I used for Quantity and Price is :
I tried several logics, but nothing seems to be working. Is there anyway someone could help me with the logic?
For future reference, the solution that worked in my case is provided below. Updated my Order Quantity and Price logics, please find teh updated logic below:
Order Quantity for Customers who bought Filter Product =VAR _selected=DISTINCT('Filter Product'[Filter Product])
VAR __Orders = SELECTCOLUMNS(FILTER(DISTINCT(Orders[Order No]),
CALCULATE(DISTINCTCOUNT(Orders[Product]),TREATAS( _selected, Orders[Product])) = COUNTROWS(_selected)
),"__Order",[Order No])
RETURN CALCULATE ([Order Quantity],FILTER(Orders,[Order No] IN __Orders) )
Price for Customers who bought Filter Product =
VAR _selected=DISTINCT('Filter Product'[Filter Product])
VAR __Orders = SELECTCOLUMNS(FILTER(DISTINCT(Orders[Order No]),
CALCULATE(DISTINCTCOUNT(Orders[Product]),TREATAS( _selected, Orders[Product])) = COUNTROWS(_selected)),"__Order",[Order No])
RETURN
CALCULATE ([Revenue],FILTER(Orders,[Order No] IN __Orders))
Output now getting as expected:
6 Replies
- goncalogeraldes
Super User
Anonymous Customer A bought X, Y and also W so I guees the result you get are correct because customer bought X, Y, W and customer B bought X, Y , Z. If you want to get you need, you have to introduce a condition to your formula where the Order No needs to be the same, like:
Your measure = CALCULATE ( SUM ( 'Orders'[Quantity] ), [Order No] = EARLIER ( [Order No] ) )Hope this answer solves your problem!
If you need any additional help please @ me in your reply.
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Best regards,
Gonçalo GeraldesHi goncalogeraldes,
Customer A bought X, Y and also W but in separate orders. If I am selecting X and Y, it should only give XY and Z in the outcome as they are bought in same order.
Hi Anonymous,
I tried your measure formula, but its not working. It is only fetching selected products. my requirement is to fetch products which are bought in same order frequently with the selected products in the slicer. In my case it should be X, Y and Z with there order quantity and Total Price. please see the output screenshot from the dax : CALCULATE ( [Count] , USERELATIONSHIP( 'Orders'[Product] , 'Filtered Products'[Filtered Product] ))
For future reference, the solution that worked in my case is provided below. Updated my Order Quantity and Price logics, please find teh updated logic below:
Order Quantity for Customers who bought Filter Product =VAR _selected=DISTINCT('Filter Product'[Filter Product])
VAR __Orders = SELECTCOLUMNS(FILTER(DISTINCT(Orders[Order No]),
CALCULATE(DISTINCTCOUNT(Orders[Product]),TREATAS( _selected, Orders[Product])) = COUNTROWS(_selected)
),"__Order",[Order No])
RETURN CALCULATE ([Order Quantity],FILTER(Orders,[Order No] IN __Orders) )
Price for Customers who bought Filter Product =
VAR _selected=DISTINCT('Filter Product'[Filter Product])
VAR __Orders = SELECTCOLUMNS(FILTER(DISTINCT(Orders[Order No]),
CALCULATE(DISTINCTCOUNT(Orders[Product]),TREATAS( _selected, Orders[Product])) = COUNTROWS(_selected)),"__Order",[Order No])
RETURN
CALCULATE ([Revenue],FILTER(Orders,[Order No] IN __Orders))
Output now getting as expected:
Hi , is there anyway to optimise this query?
