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_Janwi31's avatar
_Janwi31
Frequent Visitor
3 years ago
Solved

Handling missing values

Hey ,

I am working on a sales dashboard where, in one table I have the total target of the year for each salesperson according to department and new/existing customer. In another table, the target achieved to date for each salesperson according to department and new/existing customer is listed. Since some departments or existing/new targets have not been met, they are not in the dataset yet, so when I try to put a visual for any department and/or for new or existing customers, it shows existing data instead.

 

Could you please tell me how I can solve this problem?

  • Anonymous's avatar
    Anonymous
    3 years ago

    Hi _Janwi31 ,

     

    (1)Create a new table that merges the data from the two tables and fills in the missing data with zeros.

     

    CombinedTable = 
UNION (
    SELECTCOLUMNS (
        'TotalTarget',
        "Salesperson", 'TotalTarget'[Salesperson],
        "Department", 'TotalTarget'[Department],
        "CustomerType", 'TotalTarget'[CustomerType],
        "Target", 'TotalTarget'[Target],
        "Achieved", 0
    ),
    SELECTCOLUMNS (
        'TargetAchieved',
        "Salesperson", 'TargetAchieved'[Salesperson],
        "Department", 'TargetAchieved'[Department],
        "CustomerType", 'TargetAchieved'[CustomerType],
        "Target", 0,
        "Achieved", 'TargetAchieved'[Achieved]
    )
)

     

    (2)Create a new measure to calculate the sum of the target and realized values for each combination of salesperson, department, and customer type:

     

    TotalTargetAndAchieved = 
SUMX (
    SUMMARIZE (
        'CombinedTable',
        'CombinedTable'[Salesperson],
        'CombinedTable'[Department],
        'CombinedTable'[CustomerType],
        "TotalTarget", SUM ( 'CombinedTable'[Target] ),
        "TotalAchieved", SUM ( 'CombinedTable'[Achieved] )
    ),
    [TotalTarget] + [TotalAchieved]
)

    (3)Then the result is as follows.

     

     

    If the above one can't help you get the desired result, please provide some sample data in your tables (exclude sensitive data) with Text format and your expected result with backend logic and special examples. It is better if you can share a simplified pbix file. Thank you.

     

    Best Regards,

    Neeko Tang

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

1 Reply

  • Anonymous's avatar
    Anonymous
    Not applicable
    3 years ago

    Hi _Janwi31 ,

     

    (1)Create a new table that merges the data from the two tables and fills in the missing data with zeros.

     

    CombinedTable = 
UNION (
    SELECTCOLUMNS (
        'TotalTarget',
        "Salesperson", 'TotalTarget'[Salesperson],
        "Department", 'TotalTarget'[Department],
        "CustomerType", 'TotalTarget'[CustomerType],
        "Target", 'TotalTarget'[Target],
        "Achieved", 0
    ),
    SELECTCOLUMNS (
        'TargetAchieved',
        "Salesperson", 'TargetAchieved'[Salesperson],
        "Department", 'TargetAchieved'[Department],
        "CustomerType", 'TargetAchieved'[CustomerType],
        "Target", 0,
        "Achieved", 'TargetAchieved'[Achieved]
    )
)

     

    (2)Create a new measure to calculate the sum of the target and realized values for each combination of salesperson, department, and customer type:

     

    TotalTargetAndAchieved = 
SUMX (
    SUMMARIZE (
        'CombinedTable',
        'CombinedTable'[Salesperson],
        'CombinedTable'[Department],
        'CombinedTable'[CustomerType],
        "TotalTarget", SUM ( 'CombinedTable'[Target] ),
        "TotalAchieved", SUM ( 'CombinedTable'[Achieved] )
    ),
    [TotalTarget] + [TotalAchieved]
)

    (3)Then the result is as follows.

     

     

    If the above one can't help you get the desired result, please provide some sample data in your tables (exclude sensitive data) with Text format and your expected result with backend logic and special examples. It is better if you can share a simplified pbix file. Thank you.

     

    Best Regards,

    Neeko Tang

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