Polyethylene (PE) resin, in the form of cylindrical pellets with a moisture content of ≤ 0.05 wt%, is primarily used in applications such as agricultural films, liners, and polymer blends. This dataset covers the main raw materials, auxiliary inputs, and energy consumption required for production, as well as associated atmospheric emissions and wastewater discharge. The system boundary excludes infrastructure, including the manufacturing of production equipment and the construction of facilities. The life cycle inventory (LCI) was compiled by integrating data from multiple sources. The polyethylene plant employs a low-pressure gas-phase polymerization process. Key production stages include: raw material purification and degassing, additive preparation, catalyst preparation, polymerization reaction, resin degassing and off-gas recovery, extrusion and pelletizing, and product packaging.