The product represented by this dataset is titanium slag, a titanium-rich industrial slag product obtained from titanium concentrate after smelting enrichment to extract titanium and remove impurities. In titanium slag, the titanium dioxide content is significantly increased and impurities such as iron are effectively removed, giving it a high TiO₂ grade and good chemical stability. Its physical properties include a relatively high melting point, high hardness, and brittleness, and it generally appears as grey-black or brownish-black lumps. The upstream feedstock of this product is titanium concentrate, and downstream it is a core raw material for the further preparation of titanium tetrachloride and titanium sponge, and can also be applied in the preparation of titanium-based pigments and metallurgical auxiliary materials. It is an important intermediate product that links upstream and downstream in the titanium metallurgy industry chain. The dataset includes the main raw and auxiliary materials, energy, and waste in the production process; infrastructure such as the manufacturing of production equipment and the construction of plants is not included within the dataset boundary. The data inventory is formed by merging data from multiple sources.