Petroleum coke can be used for industrial power sources; this dataset includes the primary raw materials, energy, atmospheric emissions, water emissions, and waste from the production process. Infrastructure such as production equipment and plant construction is not included within the dataset boundary; the data inventory is formed by consolidating data from multiple sources; the production process of petroleum coke includes general petroleum processing and refining operations, specifically atmospheric and vacuum distillation, catalytic reforming, catalytic cracking, delayed coking, diesel hydrotreating, gasoline adsorption desulfurization, liquefied gas separation, methyl tert-butyl ether production, acid gas removal, etc.