This dataset represents the life cycle inventory (cradle-to-gate) of magnetite ore mined underground in China, covering all activities related to magnetite mining and production from drilling to the output of magnetite ore, but excluding the production of drilling rigs, transport equipment, personnel travel, and daily office operations, as well as their direct or indirect greenhouse gas emissions during the mining production process. The dataset was compiled from multiple 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 represents the average production level of underground magnetite mining in China.