Harmonised commodity-year panel, documented research workbook, portable replication code, diagnostic inputs, econometric and machine-learning result tables, and publication-ready figures for rice, maize, tomatoes, onions and shallots, poultry meat, and palm oil in Ghana from 1996 to 2023.