Propylene is a co-product generated during the coal-based methanol-to-ethylene glycol production process and can be used for manufacturing polypropylene (67%), acrylonitrile (6%), propylene oxide (8%), among others. This dataset includes major raw and auxiliary materials, energy inputs, atmospheric emissions, and wastewater discharges from the production process. Environmental burdens related to infrastructure such as production equipment and factory construction, waste treatment (e.g., incineration), and equipment maintenance are excluded from the system boundary of this dataset. The life cycle inventory is compiled from multiple data sources and optimized and modeled based on the best available data for 2022. The process flow for producing propylene from coal-based methanol includes coal powder gasification and purification. , methanol synthesis, distillation, olefin separation, olefin cracking for ethylene production, ethylene oxidation for ethylene oxide production, ethylene oxide hydration for ethylene glycol production, and other processes.