Pay Gap Rankings Dashboard organizes records from Occupational Employment and Wage Statistics and American Community Survey API into a static dash for transparent comparison. It preserves official source links and dates, marks missing enrichment, and adds deterministic grouping, change, recency, trend, or significance fields only where the documented inputs support them, without recommendations or unsupported claims.