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PyblioNet is a software tool for the creation, visualization and analysis of bibliometric networks. It combines a Python-based data collection tool that accesses the Scopus database with a browser-based visualization and analysis tool. It allows users to create networks of publication data based on joint authorship, citations, co-citations, bibliographic coupling, and shared keywords. The overall goal of PyblioNet is to provide valuable insight and context when conducting research, to help users identify areas for further investigation, and to support the development of a robust research framework.