Data in catalysis is collected through various experimental techniques, such as spectroscopy, chromatography, and reaction kinetics studies. These methods generate large volumes of data, including raw data files, processed data, and metadata. The data must be accurately recorded and annotated to ensure its usability and relevance for future research.