Barium sulfate is widely used in industries such as paint, coatings, inks, batteries, paper, plastics, rubber, ceramics and fragrances, and is also used in the manufacture of other barium salts; Barium sulfate is modelled as a pure substance; when modelling this substance the user needs to add a solvent of their choice in the model; the dataset contains the main raw and auxiliary materials, energy, atmospheric emissions, wastewater and solid waste of the production process, in which the preliminary treatment of wastewater in the auxiliary units and the waste gas treatment process are included within the dataset boundary, and infrastructure such as the manufacture of production equipment and the construction of plant buildings is not included within the dataset boundary; the data inventory is formed by merging data from multiple sources; the production activities of this product include raw material crushing, coal powder preparation, barite reduction, barium conversion, nitre conversion, combination, filter-press washing, acid adjustment, filter-press drying and crushing. Sodium sulfide is a by-product of this production process, allocated according to physical relationship (mass).