This dataset represents the production of 1 t of electrolytic manganese. It assesses the resource consumption and environmental load of the manganese ore mining, manganese concentrate production, manganese oxide production and electrolytic metallic manganese production processes. Electrolytic manganese is a high-purity metallic manganese product, in the form of flakes or lumps, with excellent electrical conductivity and corrosion resistance, a melting point of 1246 degrees Celsius and a density of about 7.2 g/cm3; its chemical properties are relatively stable but it can react under acidic conditions. The key upstream raw material of the product is rhodochrosite, which is converted into soluble manganese salts by acid leaching and then undergoes multi-step purification and electrolytic deposition of metallic manganese; the downstream is mainly applied in the steel industry as an alloying element to improve the mechanical properties of materials, being especially indispensable in the production of stainless steel and high-strength low-alloy steel, and is also widely used in battery manufacture, chemical catalysis and electronic materials. The system boundary includes ore pretreatment, leaching, purification, electrolytic deposition, post-treatment and the treatment of waste gas, wastewater and solid waste, and explicitly excludes mine exploitation, long-distance transport of raw materials, production equipment manufacture and plant infrastructure construction. The data inventory is formed by merging data from multiple sources.