This dataset describes magnetite ore dressing, where magnetic separation is the primary technology used in iron ore beneficiation in China, especially suitable for magnetite and vanadium-titanium magnetite. For non-magnetic or weakly magnetic ores such as hematite, limonite, and siderite, a combination of processes including roasting, gravity separation, high-intensity magnetic separation, and flotation is generally required to enhance the output and grade of iron concentrate. The entire production process of iron ore beneficiation includes crushing and grinding: breaking the ore into smaller particles and grinding it finely to liberate iron minerals from gangue. Magnetic separation (optional): using low-intensity and high-intensity magnetic separators to separate magnetic iron minerals (e.g., magnetite, hematite). Flotation and gravity separation (optional): For non-magnetic minerals or ores with high impurity content, further purification is carried out through flotation or gravity separation processes. Screening and filtration (optional): Mineral particle size is controlled by screening, and water is removed by filtration to obtain high-grade iron concentrate. Tailings management: Proper handling of tailings to minimize environmental impacts.