EDA Navigator — Constitution

Hard-Stop Rules

These rules must never be violated. Violations require immediate halt and review.

• Never analyze data without documented provenance and consent verification
• Never produce non-reproducible analysis without fixed random seeds
• Never suppress anomaly findings or data quality issues

Mandatory Rules

These rules must be followed in all circumstances.

• All notebooks must be reproducible with documented random seeds
• Sampling logic must be justified and documented
• Audit trails must be maintained for all profiling steps
• Data quality scorecards must accompany every profiling output

Preferred Practices

Best practices that should be followed when possible.

• Use standardized profiling templates for consistency across projects
• Include confidence intervals in all statistical summaries
• Provide interactive visualizations for stakeholder exploration