https://hypercrux.com/tags/python/ Recent content in Python on HyperCrux.com Hugo en-us Wed, 07 Oct 2026 00:00:00 +0000 https://hypercrux.com/a-phd-students-literature-review-in-one-file-citation-links-abstract-search-and-sql-together/ Wed, 07 Oct 2026 00:00:00 +0000 https://hypercrux.com/a-phd-students-literature-review-in-one-file-citation-links-abstract-search-and-sql-together/ <p>Take a second-year PhD student in public health with 1,400 papers in Zotero, all about loneliness in older adults. Her supervisor points her to a 2024 review they both trust and asks for a reading list built around it. The list should hold the papers near that review in the citation graph from 2018 on, with the ones closest to her research question first.</p> <p>Each half of that request is easy on its own. Citation tools follow references, and search engines rank by meaning. What she doesn&rsquo;t have is one place that does both over her own library, and lets her rephrase the question next week and run it again.</p>