Anhydrous taphole clay can be used for shaped refractories; this dataset includes major raw materials, energy, and waste from the production process, while infrastructure such as production equipment manufacturing and plant construction is excluded from the system boundary; the life cycle inventory is compiled from data from multiple sources; the production process of anhydrous taphole clay includes batching, mixing, pouring, heating, air-drying, and drying procedures.