Data collection in nanotechnology involves various techniques such as scanning probe microscopy, electron microscopy, and spectroscopy. The collected data is stored in formats that preserve the integrity and detail of the information. For example, imaging data might be stored in high-resolution formats, while structural data could be stored in specialized databases like the Protein Data Bank (PDB).