Data Quality Rules

The Dashboard displays the execution summary of data quality rules. It provides insights into how rules performed in their most recent runs and across past executions. The left panel lists all available data quality rules, identified by their name. Selecting a rule from the left panel opens its execution summary in the right panel.

The execution summary includes:

Top KPIs (Cards)

• Objects Evaluated: Number of objects (such as tables, columns, or files) that were checked in the last execution.

• Objects Passed: Number of objects that passed the rule in the last execution. Clicking on this card opens the Object Execution Results page filtered to show only passed objects.

• Objects Failed: Number of objects that failed the rule in the last execution. Clicking on this card opens the Object Execution Results page filtered to show only failed objects.

• Rows Evaluated: Total number of rows that were checked in the last execution.

Last Execution Summary

• Execution Result: Shows whether the last execution passed, failed, or had another outcome.

• Execution ID: A unique ID for the last execution. Clicking on this ID opens the Rule Executions page filtered by this execution.

• Rows Sent for Remediation: Number of rows from this execution that were sent to the Remediation Center. Clicking on this value opens the Remediation Center filtered to show these rows.

• Execution Time: The date and time when the last execution ran.

• Rule Steward: The steward or owner responsible for this rule.

• Service Requests Raised: Number of service requests that were created during the last execution. Clicking on this value opens the Service Requests page filtered for this rule.

Charts

• Object Results: A breakdown of the last execution results at the object level. Results are grouped into: Passed, Failed, Undetermined, and Execution Failed.

• Object Quality Trend (Last 10 Executions): Shows how object results changed over the last 10 runs. (X-axis: Execution IDs) (Y-axis: Percentage of passed objects (calculated as passed objects ÷ total objects × 100))

• Row Results: A breakdown of the last execution results at the row level, showing passed and failed counts.

• Row Quality Trend (Last 10 Executions): Shows how row results changed over the last 10 runs. (X-axis: Execution IDs) (Y-axis: Percentage of passed rows (calculated as passed rows ÷ total rows × 100))