Data Quality

Documentation Index

Fetch the complete documentation index at: https://docs.kadoa.com/llms.txt

Use this file to discover all available pages before exploring further.

The Data quality tab in the workflow sidebar shows the quality state for the currently selected run and is also where you edit per-field rules.

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Workflow Data Quality

1. Go to Workflows and click on a workflow
2. In the right sidebar, open the Data quality section.

The section has two areas, top to bottom:

• Rules: One row per schema field that supports validation, with the configured checks summarized.
• Platform metrics: Built-in metrics Kadoa computes automatically.

While the section is open, the data rows on the left are filtered to only show rows with data quality issues.

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Rules

Each row represents one schema field:

• The status dot is green when all of that field’s rules passed on the current run, red when any rule failed, and absent when no rules are configured.
• The chips after the field name summarize the configured checks, for example Presence ≥ 80%, Format url. Failing chips turn red.

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Edit a field’s rules

Click any field row to open the dialog to edit rules. You can read about the different kind of available rules in the getting started guide.

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Platform metrics

Kadoa currently offers the following built-in platform metrics. You can click any card to open a detail view.

• Completeness: reports whether we found as many rows as the page suggests. The detail view shows the contributing signals.
• Suspicious values: reports values that do not fit with the rest of the row. The detail view shows the flagged columns with example values.

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Template-managed workflows

When a workflow is linked to a template that owns its data quality rules, rules can not be edited in the workflow. To change rules, edit the template (and publish a new version), or unlink the workflow from its template.

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Learn more

• Data quality concepts →
• API reference →