Paper providing background and the entire processed, intermediary data used for network analysis research regarding metadata from the UNT Digital Collections. It includes background and contextual information to reuse the data and provides complete datasets for metadata in six selected collections: the College of Music Recordings, Technical Report Archive and Image Library, the Texas Patents Collection, Texas State Publications, UNT Theses and Dissertations, and the University Photography Collection.