Taphole clay for mud sleeve is used for repairing taphole sleeves; this dataset includes major raw materials, auxiliary materials, and energy consumed during the production process, while infrastructure such as production equipment and facility construction is excluded from the system boundary; the life cycle inventory is compiled from data collected from multiple sources; the manufacturing process of taphole clay for mud sleeve includes raw material procurement, batching, mixing, forming, firing, quality inspection, and packaging.