We synthesized a series of catalysts for peroxymonosuflate or sulfite activation. The characterizations of these catalysts are important to reveal their properties and catalytic mechanism. The dataset contains the XRD results, XPS analyses, and the DFT calculation results to help characterize the catalysts used in thesis.