Data Quality Thresholds
  • 12 Mar 2024
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Data Quality Thresholds

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Article summary

Data Quality thresholds can be set in the administration section of the Syniti Knowledge Platform. A Data Quality threshold has a Name, Warning threshold and Critical threshold.

Data Quality thresholds can be assigned to business processes, business concepts (terms) and rules. Enforcements and implementations inherit the Data Quality threshold from their parent rule.

Using these thresholds, the Syniti Knowledge Platform:

  • Color codes charts and visuals to indicate data health at a glance.

    • If the data quality score is above the Warning threshold the color is Green

    • If the data quality score is equal to the Warning threshold but above the Critical Threshold it’s Amber

    • If the data quality score is equal to or below the Critical threshold it’s Red

  • Sends Data Quality threshold violation notifications to relevant users

Notifications

The Syniti Knowledge Platform sends a range of data quality-related notifications when designated users are maintaining assets or when data quality rules are executed.

Notifications are sent to:

  • Users who are assigned or unassigned as Requesters on an enforcement

  • Users who are assigned or unassigned as an Implementer on an enforcement

  • Users who are assigned or unassigned as an Implementer on an implementation

  • Users who are assigned to Notify on Failure when an implementation execution fails

Regarding data quality score calculations, rules, business processes and business concepts send notification to asset owners and subject matter experts when::

  • There was no previous data quality score and the asset’s initial data quality score is in the warning zone

  • A data quality score previously in the normal zone drops into the warning zone

  • There was no previous data quality score and the asset’s initial data quality score is in the critical zone

  • A data quality score previously in the normal zone drops into the critical zone

  • A data quality score previously in the warning zone drops into the critical zone

  • A data quality score previously in the warning zone increases to the normal zone

  • A data quality score previously in the critical zone increases to the warning zone

  • A data quality score previously in the critical zone increases to the normal zone


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