The coke production process described by this dataset is utilized in the metallurgical industry for the production of metallurgical coke, which is a critical component used as a reducing agent and energy source in blast furnaces for the extraction of iron from its ores. Data set users should ensure that the coke production process data are applied to scenarios relevant to blast furnace operations in iron and steel production. Consideration should be given to the technological applicability of the coke quality and properties when used in conjunction with different grades of iron ore. It is crucial to exclude the recycling of by-products (e.g., coke oven gas, tar, etc.) unless explicitly specified in the system boundaries of the study.