The hydrous taphole clay mixture can be used for shaped refractories; this dataset includes major raw materials, auxiliary materials, and energy consumed during the production process, while infrastructure such as production equipment manufacturing and factory construction is not included within the system boundary; the life cycle inventory is compiled from data obtained from multiple sources; the manufacturing process of hydrous taphole clay mixture includes batching and mixing, forming, and curing procedures.