Library to process dumps of knowledge graphs (Wikipedia, DBpedia, Wikidata)

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  • Author: Binh Vu
  • Tags knowledge-graph, wikidata, wikipedia, dbpedia
  • Requires: Python >=3.10
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Project description

kgdata PyPI Documentation

KGData is a library to process dumps of Wikipedia, Wikidata. What it can do:

  • Clean up the dumps to ensure the data is consistent (resolve redirect, remove dangling references)
  • Create embedded key-value databases to access entities from the dumps.
  • Extract Wikidata ontology.
  • Extract Wikipedia tables and convert the hyperlinks to Wikidata entities.
  • Create Pyserini indices to search Wikidata’s entities.
  • and more

For a full documentation, please see the website.

Installation

From PyPI (using pre-built binaries):

pip install kgdata[spark]   # omit spark to manually specify its version if your cluster has different version

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