The dataset includes energy consumption, raw and auxiliary material usage, and pollutant emissions during copper ore mining and beneficiation processes. Copper ore is obtained through open-pit or underground mining, and the copper grade of the ore affects the efficiency of subsequent processing. Copper ore beneficiation involves grinding, flotation, and thickening and dewatering processes. Grinding reduces the ore to a fine powder to facilitate subsequent processing. In the flotation process, various chemical reagents (collectors, frothers, etc.) are added to separate copper minerals from gangue, after which the copper minerals are collected and concentrated. Subsequent dewatering involves filtration and drying to control moisture content within a certain range, producing copper concentrate. Meanwhile, after concentration and dewatering, tailings are generally pumped to tailings dams near the mine site for safe storage, ensuring no emissions occur. Wastewater generated during the mineral processing is sent to wastewater treatment plants; most of the treated water is recycled back into the production system, while the remaining small portion is discharged after meeting regulatory standards.