This process refers to the production activity of producing 1 kg of low-carbon ferromanganese by the electro-silicothermic process. Low-carbon ferromanganese is an alloy material with manganese and iron as its main components and a carbon content not exceeding 0.7%. As the most widely used deoxidizer and alloy additive in the steelmaking industry, it can improve the hardness, ductility, and wear resistance of steel. The dataset includes raw and auxiliary materials such as manganese ore, silicomanganese alloy, electrodes, and limestone, and inputs of energy and energy media such as electricity and water; the outputs include the product medium-carbon ferromanganese, the wastes slag and dust-collection ash (which can be recovered to cement plants for comprehensive utilization), as well as emissions to water bodies and the atmosphere. 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.