Monitor data quality

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You can monitor the data quality using the charts on the Data quality management workspace. These charts provide insight into several Key Performance Indicators (KPIs) that help you proactively manage and improve your organization's data quality:

Chart

Description

Shows data based on

Policy by status

View active, inactive, and attention-required policies at a glance.

Status

Top 10 fields with most validation errors

Identify fields frequently encountering validation errors.

Validation rules only

Top 10 tables with most field validation errors

Identify tables frequently encountering validation errors.

Validation rules only

Error and success rate at field level

Evaluate accuracy and reliability of field-level data.

Validation rules only

Error and success rate at record level

Evaluate accuracy and reliability of complete records.

Validation rules only

Duplicate detection rate

Monitor detection of duplicate records to maintain data integrity.

Duplicate check rules only

Steps

  1. Click Data quality management.

  2. Expand the Charts section.

  3. You can display data in the charts for:

    • All companies (default)

    • A specific company

    • Several selected companies

    In the Company field, you can select one or more companies.