Digital tools are essential in modern research endeavors. For research, the Swiss Library Service Platform (SLSP) houses over 25 million media items, yet navigating this vast collection of records is challenging without proper tools. Hence, Zurich Zentralbibliothek proposes a series of Jupyter Notebooks (JN) to quickly access and analyze metadata en masse sourced from the online catalog of a nationwide network of Swiss libraries. Through its SLSP-API integration, users can easily search and export their results into structured formats like Excel or JSON with bibliographic fields and Wikidata/GND enrichment. JNs offer robust data analysis, particularly through natural language processing and visualizations, such as charts, world maps and word clouds. Table of contents and statistical charts are exportable as PDF. Additionally, the notebooks' transparency allows customization of the codebase. Overall, this solution offers a user-friendly approach to navigating SLSP's vast repository, fostering data-driven strategies for stakeholders in the digital humanities.