This dataset addresses the discharge and dismantling process of spent lithium iron phosphate batteries, covering the main raw and auxiliary materials (spent lithium iron phosphate batteries, nitrogen, liquid caustic soda, etc.), energy (electricity, natural gas, tap water), and pollutant emissions (waste gas, solid waste) of the treatment process. Infrastructure such as the manufacturing of production equipment and the construction of plants is not included within the dataset boundary. The data inventory is compiled from the actual production data of enterprises. The treatment activities include spent battery receiving, discharging, crushing, pyrolysis, sorting, waste gas treatment, solid waste disposal, and other process steps.