General government spending as share of GDP, excluding transfers already captured under fiscal.transfer_expansion to avoid double-counting.
Bush 43 announced 10 Jan 2007 deployment of ~30,000 additional US troops to Iraq under Gen. David Petraeus, reorienting towards population-centric counter-insurgency plus Anbar Awakening Sunni-tribe partnership. Civilian deaths fell from peak 2006 to late-2008; US combat deaths peaked 2007 then declined. Funded via supplementals totalling ~USD 165bn (FY2007) + USD 170bn (FY2008). Set conditions for Dec 2008 Status of Forces Agreement + eventual Obama-era withdrawal.
Per invariant 3, reforms are scored by what they did on each channel-separated axis, not by the party that enacted them. This fingerprint is how the policy-match engine finds historical analogues.
Explicit links are curated by the author. Inferred links are hypotheses in the library that test the same axes this policy moved — the framework's answer to "what does the data say about a policy like this?".
Ranked by axis-fingerprint overlap with this policy. Direction match bolded — those are the closest historical analogues. Shape of the match is what drives policy-outcome comparison, not the country or party label.