General government spending as share of GDP, excluding transfers already captured under fiscal.transfer_expansion to avoid double-counting.
Direction of monetary-base expansion decisions relative to trend. Separate from fiscal.transfer_expansion even when correlated.
Targeted industrial and sectoral subsidies (renewable energy, chip manufacturing, agriculture, green hydrogen, etc).
IMF Executive Board on 28 April 2020 approved $3.4 billion under the Rapid Financing Instrument for Nigeria — at that time the single largest RFI disbursement globally — to address the twin COVID-19 health shock and oil-price collapse. Accompanied by an Economic Sustainability Plan under VP Osinbajo, partial temporary PMS subsidy removal (reversed within weeks as oil prices recovered), electricity tariff adjustments under the Service-Based Tariff (SBT) order, and a CBN N1 trillion stimulus credit facility to manufacturing and health.
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.