The product represented by this dataset is titanium and titanium-alloy ingot, a densified titanium-based formed metal billet prepared from titanium sponge through a melting and casting process. This product has the core characteristics of low density and high specific strength; it forms a dense and stable oxide film in air and possesses excellent corrosion resistance. It has a relatively high melting point and good thermal stability, and some titanium alloys can still maintain excellent mechanical properties under high-temperature conditions. Titanium and titanium-alloy ingots are also non-magnetic and have relatively low thermal conductivity, as well as good biocompatibility. The upstream feedstock of this product is titanium sponge, and downstream it can be processed by forging, rolling, machining, and other operations into various titanium materials and titanium-alloy components, widely used in aerospace, high-end chemical corrosion protection, medical devices, marine engineering, and precision equipment manufacturing. It is a core fundamental forming material for the terminal applications of the titanium industry. 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.