Modifiers can be used to improve molten steel purity and yield, prevent secondary oxidation of molten steel, enhance desulfurization efficiency during ladle refining, absorb alumina inclusions in steel, reduce nozzle clogging in tundishes, and improve precision in molten steel chemical composition control. They also enhance the predictability and reproducibility of alloy yield. This dataset includes primary raw materials, auxiliary materials, and energy used in the production process; infrastructure such as production equipment and factory construction is not included within the system boundary of the dataset. The inventory data are compiled from multiple data sources. The production process of the modifier includes batching, mixing with feeding, and packaging.