Polypropylene-based ammonium sulfate packaging bags are used for packaging various powdery, granular, block-shaped, or slurry materials such as chemicals, cement, grain, and mineral products. The dataset includes primary raw materials, auxiliary materials, energy inputs, and waste outputs associated with the production process; however, infrastructure such as manufacturing of production equipment and plant construction are excluded from the system boundary. The life cycle inventory is compiled from data collected from multiple sources. The production process of ammonium sulfate packaging bags includes raw material procurement, product design, sewing, sorting, packaging, and warehousing.