LinkedDataHub: The Knowledge Graph Notebook

This page summarizes the projects mentioned and recommended in the original post on news.ycombinator.com

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  • LinkedDataHub

    The low-code Knowledge Graph application platform. Apache license.

  • At least in LinkedDataHub, the graph layout is only one of layout modes, together with lists, tables, charts, maps etc.

    Check the GH page for more screenshots: https://atomgraph.github.io/LinkedDataHub/

  • gastrodon

    Visualize RDF data in Jupyter with Pandas

  • This package was designed to solve more problems than it creates

    https://github.com/paulhoule/gastrodon

    Overall I think of graph visualization as a problem, in particularly there are some people who just don't see that hairballs are incomprehensible

    https://cambridge-intelligence.com/how-to-fix-hairballs/

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  • datahub

    The Metadata Platform for your Data Stack

  • LinkedDataHub, a "RDF-native notebook", is not to be confused with LinkedIn DataHub, which is a metadata store/crawler/ui for your data systems: https://datahubproject.io/.

  • notion-auto-pull

    Bash script to automatically download a notion workspace

  • What is the use-case for this software? From the README:

    > We are building LinkedDataHub primarily for:

    > researchers who need an RDF-native notebook that can consume and collect Linked Data and SPARQL documents and follows the FAIR principles

    I would be interested in reading a user story of a few paragraphs about how this works. I don't know anyone working with RDF or SPARQL documents, but I'm curious about these technologies. Graphs are cool, and SPARQL has a certain appeal. Who is using these things already day-to-day?

    > developers who are looking for a declarative full stack framework for Knowledge Graph application development, with out-of-the-box UI and API

    I work on an application (https://notion.so) that would be better with more Knowledge Graph, but I don't need a framework. I'm curious what application developers approach the knowledge graph space looking for a "full stack framework". I presume most commercial developers would prefer to use their existing application tooling. Maybe academic researchers writing software for their lab?

    >What makes LinkedDataHub unique is its completely data-driven architecture: applications and documents are defined as data, managed using a single generic HTTP API and presented using declarative technologies. The default application structure and user interface are provided, but they can be completely overridden and customized. Unless a custom server-side processing is required, no imperative code such as Java or JavaScript needs to be involved at all.

    This kind of flexibility is intrinsically appealing to programmers, but the resulting user experience leaves a lot to be desired. Usually it's better to build a good product first, and then to extract the framework bits once they've proved productive. Otherwise you may end up with a framework that can do anything, but in a way nobody wants.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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