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These tutorials explain how to use two of the trickier resources, FAOSTAT and UN Comtrade, to find the data you'll need for your project.
Finding Production Information in FAOSTAT
Finding Pricing Information in FAOSTAT
Finding Trade Data in UN Comtrade