This dataset is a market dataset representing the consumption market of the region. The dataset includes the transport of the product from the gate to the consumption end, and the transport service is calculated based on the transport situation of the product in the region. The product represented by this dataset is direct reduced iron (DRI), a key intermediate product of the short-process steel production flow, whose production does not rely on coke and blast furnaces and has significant low-carbon potential. The upstream key raw materials are pellet ore and reducing gas, and downstream it is mainly used in electric arc furnace steelmaking. The core characteristic of this dataset is that it adopts a diversified, low-carbon reducing gas system composed of natural gas, coke oven gas and hydrogen. The system boundary covers the entire process starting from the entry of pellet ore and the three gas raw materials into the shaft furnace reduction system, going through gas treatment, shaft furnace reduction, and product cooling and treatment until the output of qualified DRI product. Specifically, it includes the consumption of all main raw and auxiliary materials (iron ore, three gases, cooling medium) and energy (electricity, the chemical energy of the gas fuel itself) in the above processes, as well as the waste gas and dust generated in the process. The dataset includes the main raw and auxiliary materials, energy and waste of the production process; infrastructure such as production equipment manufacturing and plant construction is not included within the dataset boundary; the data inventory is formed by merging data from multiple sources.