Ladle slag modification accelerator can be used to enhance the refining effect of molten steel and reduce the content of non-metallic inclusions in steel; the dataset includes primary raw materials, auxiliary materials, and energy used in the production process, but infrastructure such as production equipment and factory construction is not within the system boundary of the dataset; the life cycle inventory is compiled from data sourced from multiple references; the manufacturing process of ladle slag modification accelerator includes mixing, belt conveying, pelletizing, and screening.