Conduct Ongoing Data Quality Monitoring

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Phase: Phase 5
Activity: Continuous Data Quality
Sort Order: 1
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Include Task?: Used
Task Status: Active, Incomplete
Short Name: Data Quality
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Description: Ongoing data quality requires policies and monitoring.
Objective: Profiling results and other metric data gathering will be used as the basis of root cause analysis. Profiling should be conducted periodically – at least monthly – and the results are stored in the metadata repository and published into a dashboard report for tracking over time. Data Quality Monitoring can also be "operationalized" as part of the integration process to detect Data Quality issues each time they pass through the system.
Inputs: Include:
  • Operationalised Data Profiling Rules
  • Data Governance Metrics
Outputs: Include:
  • Periodic Data Profiling Results
Staffing:
Total Hrs:
Duration:
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Cost:
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