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Kmanikanta
Regular Visitor
1 year ago
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Can anyone help me with providing info on different data validation techniques and their implementation in power BI. 

  • Hi Kmanikanta - there are different data validation techniques and how they can be implemented in Power BI to ensure data quality and accuracy. Like example , 

    1. Compare Source Data with Imported Data 

    2. Ensure Correct Data Types

    3. Validate Relationships Between Tables

    4. Verify Data Within Expected Ranges

    5. Row and Column Completeness

    6. Identify and Remove Duplicates

    7. Validate Against Business Rules

    8. Validate Summaries Against Known Totals

    9. Monitor KPIs for Anomalies

    10. Monitor Refresh Status

     

    These techniques helps, I hope this gives an idea.

1 Reply

  • Hi Kmanikanta - there are different data validation techniques and how they can be implemented in Power BI to ensure data quality and accuracy. Like example , 

    1. Compare Source Data with Imported Data 

    2. Ensure Correct Data Types

    3. Validate Relationships Between Tables

    4. Verify Data Within Expected Ranges

    5. Row and Column Completeness

    6. Identify and Remove Duplicates

    7. Validate Against Business Rules

    8. Validate Summaries Against Known Totals

    9. Monitor KPIs for Anomalies

    10. Monitor Refresh Status

     

    These techniques helps, I hope this gives an idea.