The 2D Materials platform is designed to streamline data management and analysis through visualization and machine learning toolkits for 2D materials research. The platform supports experimental data from reflection high-energy electron diffraction (RHEED), photoluminescence (PL), Raman, X-ray photoelectron spectroscopy (XPS), and atomic force microscopy (AFM), providing a robust foundation for data handling. This project is managed by Korea Research Institute of Chemical Technology (KRICT), and Pohang University of Science and Technology (POSTECH) and University of Seoul (UOS) have contributed datasets and analysis, offering valuable inspiration for the development of parsers and visualization tools.