Taphole clay can be used for gap filling and preventing gas leakage; this dataset includes major raw and auxiliary materials, energy consumption, atmospheric emissions, and waste generated during the production process. Infrastructure such as equipment manufacturing and plant construction is not included within the system boundary of the dataset. The life cycle inventory is compiled from data derived from multiple sources. The production process of anhydrous taphole clay includes batching, mixing, kneading, and cutting.