This process refers to the production activity of smelting 1 kg of high-carbon ferromanganese by the submerged arc furnace process. High-carbon ferromanganese is an alloy composed of manganese and iron with a carbon content of 7.0-8.0%. Electric-furnace high-carbon ferromanganese is mainly used in steelmaking as a deoxidizer, desulfurizer, and alloy additive; in addition, with the advancement of the production process for medium- and low-carbon ferromanganese, high-carbon ferromanganese can also be applied to the production of medium- and low-carbon ferromanganese. The dataset includes raw and auxiliary materials such as manganese ore, coke, and electrode paste, and inputs of energy and energy media such as electricity and water; the outputs include the product high-carbon ferromanganese, the by-product gas-fired power generation, the wastes slag and dust-collection ash (which can be recovered to cement plants), 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 Cleaner Production Standard for the Steel Industry (Ferroalloys) and the 3140 Ferroalloy Industry Coefficient Handbook.