This process refers to the production activity of producing 1 kg of rare-earth magnesium ferrosilicon alloy by the medium frequency furnace process. Rare-earth magnesium ferrosilicon alloy is mainly used as a nodulizer in the production of nodular cast iron. The dataset includes raw and auxiliary materials such as ferrosilicon, magnesium ingot, rare earth, and scrap steel, and energy inputs such as electricity; the outputs include the product nodulizer, the wastes dust-collection ash and smelting slag (which can be recovered and comprehensively utilized), as well as emissions to the atmosphere and water bodies. The data inventory is formed by merging data from multiple sources, and the data representativeness is optimized using industry standards such as the 3140 Ferroalloy Industry Coefficient Handbook.