Analyze monitor and check results
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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.
For certain types of checks and monitors, additional diagnostic information is also available for each monitor or 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 to understand the scale and impact of the issue.
This view helps you drill down into specific data issues, explore context, and take informed action.
In the future, you will also be able to review a sample of failed rows directly in Soda Cloud, helping you pinpoint specific records that contribute to check failures. This capability will provide even more context to accelerate root cause analysis and resolution.
