Analyze monitor and check results

When you access a monitor (from Metric Monitoring) or a check (from the Contract), Soda Cloud provides a time series view that shows how the monitored metric or check result evolves. This helps you explore the history of data quality issues, spot trends, and understand changes in your data.

Diagnostics

For certain types of checks, additional diagnostic information is also available for check results to help you investigate issues in more detail.

For example:

• Schema Checks: View a side-by-side comparison of the actual vs. expected schema to identify differences.

• Missing, Duplicate, or Invalid checks: See the percentage of failed rows vs. passing rows, including a breakdown of valid, missing, invalid, and duplicate rows, as well as the number of tested rows, to understand the scale and impact of the issue.

• Reconciliation checks: View reconciliation insights from both the source and the target datasets to compare results, identify gaps, and better understand mismatches.

This view helps you drill down into specific data issues, explore context, and take informed action.

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