Proteomic data is typically collected through techniques such as mass spectrometry and protein microarrays. These methods allow for the identification and quantification of proteins in various biological samples, including blood, tissue, and other bodily fluids. The data generated from these techniques can be vast and complex, requiring sophisticated bioinformatics tools for analysis.