Lithium iron phosphate is widely used as a cathode material for lithium-ion batteries, with the characteristics of high safety and long cycle life; the dataset contains the main raw and auxiliary materials and energy of the production process; due to data availability, atmospheric emissions, wastewater and solid waste are not included, and infrastructure such as the manufacture of production equipment and the construction of plant buildings is not included within the dataset boundary; the data inventory is formed by merging data from multiple sources; the production activities of this product include iron nitrate reaction, precursor preparation, crushing, drying, sucrose (carbon coating), sintering, drying and crushing.