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Data quality dimensions

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Mazen Saie
2023-02-01
2023-02-01
  • Mazen Saie

    Mazen Saie - 2023-02-01

    Hope you are doing well,

    Im in process of implementing a data quality project, and one of the current phase's deliverable is data quality dimensions, the problem is the only discovery made is data profiling which is a high level analysis,

    Any suggestion on how to use this profiling to calculate the dimensions, no examples needed just direction or suggestions

    Thank you

     
    • arrah

      arrah - 2023-02-01

      Hi,
      First you can decide what data quality dimension you are looking for
      Like Completeness , Accuracy, Validity, Uniqueness
      Then follow do the quality rules to do that
      Like
      For Completeness
      -- Check Null and Empty column
      For Uniqueness
      - Check de-Dedup

      Hope it helps

      On Wed, Feb 1, 2023 at 3:26 AM Mazen Saie mazen-saie@users.sourceforge.net
      wrote:

      Hope you are doing well,

      Im in process of implementing a data quality project, and one of the
      current phase's deliverable is data quality dimensions, the problem is the
      only discovery made is data profiling which is a high level analysis,

      Any suggestion on how to use this profiling to calculate the dimensions,
      no examples needed just direction or suggestions

      Thank you

      Data quality dimensions
      https://sourceforge.net/p/dataquality/discussion/602692/thread/8272e415b8/?limit=25#b3a2


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      --
      regards,
      Vivek Singh

      Author of "The Reverse Journey" from Frogbooks

       

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