Facilitator
Linda Samsinger (@saml)
Abstract
Zurich Zentralbibliothek (ZB) has developed a powerful, versatile and user-friendly series of seven Jupyter Notebooks to search, download and analyze library data from the SLSP catalog. This Swiss-wide online repository of metadata in MarcXML format houses over 25 million entries (=Alma).
While library users browse Swisscovery to search for media titles, their Excel export is unstructured and limited to 50 entries. In contrast, ZBās Jupyter Notebooks allows downloading up to 10,000 highly structured metadata records with bespoke calculation and grouping of underlying MARC fields to yield recordsā title, author, publisher, year, language, ā¦, summary, epoch, Swisscovery link and link to Table of Contents (ToC). Also, Wikidata/GND data fields can be added upon customization. ToC records are downloadable as PDF en masse. In a second step, the search results can be analyzed using frequency, bar and pie charts, world maps and word clouds, which are PDF exportable. The insights generated could constitute the touchstone for developing brand-new, publication-quality findings about underlying trends and anomalies.
The notebooks are customizable and open-source, a treasure trove for researchers and library professionals alike, who aim to explore and assess library data with data-driven methods. Consequently, these tools can be leveraged for academic projects, their bibliographies curated and citations sourced. Additionally, cataloging entries can be improved and gaps in the libraryās collection uncovered, thereby guiding future acquisitions. Following in the steps of the DNB and the ĆNB, as well as the university library Bern, ZB has released its own series of Jupyter Notebooks to extend its data services with newly crafted functionalities. Users should be familiar with Jupyter Notebooks and basic Python programming as well as German.
For more information, visit Zurich Zentralbibliothek Jupyter Notebookās project repository. This resource provides detailed documentation to help users get started with these tools.
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