- U.S. Treasury — Debt to the Penny API (live seed; per-second rate = actual change over the past 12 months)
- U.S. Census Bureau via FRED — Monthly Population (~343M)
- IRS Data Book — individual returns filed (~161M)
- CBO Budget & Economic Outlook 2026–2036 (FY26 deficit $1.853T)