Benzene is an important raw material used in the synthesis of dyes, synthetic rubber, synthetic resins, and petrochemical products, as well as in adhesives and industrial solvents. This product represents benzene produced without specifying a particular manufacturing technology. If the specific production technology for benzene is not clearly known, this dataset can be used, which includes data for benzene produced via catalytic reforming and pyrolysis petrol processes. The dataset includes primary raw materials, auxiliary materials, energy, atmospheric emissions, waterborne emissions, and waste from the production process; infrastructure such as production equipment and facility construction is not included within the system boundary of the dataset. The life cycle inventory data are sourced from literature. The main process steps for benzene production via catalytic reforming include feedstock preparation, reforming reaction, aromatic extraction, and aromatic distillation. The main process steps for benzene production via hydrogenation of pyrolysis petrol include feedstock preparation, catalyst preparation, pyrolysis reaction, separation and purification, and pure benzene production.