The cleaning agent can be used to clean sludge adhering to magnetic products; this dataset includes primary raw and auxiliary materials, energy, atmospheric emissions, and waste from the production process, while infrastructure such as production equipment and factory construction is excluded from the system boundary; the life cycle inventory is compiled from data sourced from multiple references; the manufacturing process of the cleaning agent includes raw material mixing, formulation, packaging, and related procedures.