Graphite heating agent can be used as a carbon raiser, heating material, and ingot protective agent; this dataset includes main raw and auxiliary materials, energy, atmospheric emissions, and waste from the production process, but infrastructure such as production equipment and factory construction is not included within the dataset boundary; the life cycle inventory is compiled from data obtained from multiple sources; the manufacturing process of graphite heating agent includes mixing, pelletizing, baking, and packaging procedures.