The paper's main finding is that there are quantitatively large effects of GDP growth shocks on the tax revenues collected by African governments. A panel fixed effects instrumental variables estimate yields that a 1 percent increase in GDP due to exogenous international commodity price or rainfall shocks increases VAT and sales tax revenues by up to 2 percent,