This dataset represents the life cycle inventory (cradle-to-gate) of underground mined magnetite ore in Hebei, covering all activities related to magnetite mining production from rock drilling to magnetite ore output, but excluding direct or indirect greenhouse gas emissions from the production of drilling rigs, transportation equipment, personnel commuting, and daily office operations during the mining production process. The dataset is compiled from multiple data sources based on national standards such as the 'Manual of Production and Emission Coefficients for the Iron Ore Mining and Processing Industry (0810)', 'Emission standard of pollutants for mining and mineral procressing industry (GB 28661-2012)', 'Cleaning production standard Iron ore mining and mineral processing industry', and 'The norm of the energy consumption per unit product of iron ore dressing(GB31337-2014)', and is representative of the average production level of underground magnetite mining in Hebei.