Processed Data: These files contain cleaned, standardized education metrics in KPI format. Demographics are mapped to ensure consistent naming across years and data sources while maintaining granular analysis capabilities. Each metric includes demographic audit logs that track all mapping transformations to ensure no inadvertent combining of demographics that should remain separate.
π Standardized Data Files
Cleaned education metrics in standardized 10-column KPI format with consistent demographic groupings across all years and data sources.
π Demographic Mapping Audit Files
Transparency logs showing all demographic transformations to ensure no inadvertent combining of student groups that should remain separate.
π File Types
- π Metric Files - Standardized KPI data with 10-column format
- π Audit Files - Demographic mapping logs showing originalβstandardized transformations
Note: All files follow the standardized KPI format with demographic standardization via DemographicMapper. Audit logs provide transparency into data transformations.