Hydrous taphole clay mixture can be used as shaped refractories for blast furnace tap holes; this dataset includes major raw materials, auxiliary materials, and energy consumed during production, but infrastructure such as production equipment manufacturing and plant construction is not included within the system boundary; the life cycle inventory is compiled from data of multiple sources; the manufacturing process of hydrous taphole clay mixture includes batching and mixing, shaping, curing, and other procedures.