Dataset Open Access

Billion Triple Challenge (BTC) 2019 Dataset

Herrera, Jose Miguel; Hogan, Aidan; Käfer, Tobias


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{
  "description": "<p>The Billion Triple Challenge (BTC) 2019 Dataset is the result of a large-scale RDF&nbsp;crawl (accepting RDF/XML, Turtle and N-Triples) conducted from 2018/12/12 until 2019/01/11 using <a href=\"https://github.com/ldspider/ldspider\">LDspider</a>. The data are stored as quads where the fourth element encodes the location of the&nbsp;Web document from which the associated triple was parsed. The dataset contains&nbsp;2,155,856,033 quads, collected from 2,641,253 RDF documents on 394 pay-level domains.&nbsp;Merging the data into one RDF graph results in&nbsp;256,059,356 unique triples. These data (as quads or triples) contain&nbsp;38,156 unique predicates and instances of 120,037 unique classes.</p>\n\n<p>If you would like to use this dataset as part of a research work, we would ask you to please consider citing our paper:</p>\n\n<blockquote>\n<p>Jos&eacute;-Miguel Herrera,&nbsp;Aidan Hogan&nbsp;and Tobias K&auml;fer. &quot;<a href=\"http://aidanhogan.com/docs/btc2019.pdf\">BTC-2019: The 2019 Billion Triple Challenge Dataset&nbsp;</a>&quot;. In the Proceedings of the&nbsp;18th International Semantic Web Conference (ISWC), Auckland, New Zealand, October 26&ndash;30, 2019&nbsp;(Resources track).</p>\n</blockquote>\n\n<p>The dataset is published in three main parts:</p>\n\n<ol>\n\t<li><strong>Quads</strong>:<strong>&nbsp;(*nq.gz)</strong>: contains the quads retrieved during the crawl (N-Quads, GZipped). These data are divided into individual files for each of the top 100&nbsp;pay-level-domains by number of quads contributed&nbsp;(btc2019-[<em>domain</em>]_000XX.nq.gz).&nbsp;While most domains have one file, larger domains are further split into parts (000XX)&nbsp;with approximately 150,000,000 quads each. Finally, quads from the 294 domains not in the top 100 are merged into one file: btc2019-other_00001.nq.gz.</li>\n\t<li><strong>Triples</strong>:<strong>&nbsp;(btc2019-triples.nt.gz)</strong>: contains the unique triples resulting from taking all quads, dropping the fourth element (indicating the location of the source document) and computing the unique triples.</li>\n\t<li><strong>VoID (void.nt)</strong>: contains a <a href=\"https://www.w3.org/TR/void/\">VoID</a> file offering statistics about the dataset.</li>\n</ol>\n\n<p>For parsing the files, we recommend a streaming parser, such as <a href=\"http://librdf.org/raptor/rapper.html\">Raptor</a>, <a href=\"http://docs.rdf4j.org/programming/#_parsing_and_writing_rdf_with_rio\">RDF4j/Rio</a>, or <a href=\"https://github.com/nxparser/nxparser\">NxParser</a>.</p>\n\n<p>The data are sourced from&nbsp;2,641,253 RDF documents. The <strong>top-10&nbsp;pay-level-domains in terms of documents</strong> contributed are:</p>\n\n<ol>\n\t<li><em>dbpedia.org</em> 162,117 documents (6.14%)</li>\n\t<li><em>loc.gov</em> 150,091 documents (5.68%)</li>\n\t<li><em>bnf.fr</em> 146,186 documents (5.53%)</li>\n\t<li><em>sudoc.fr</em> 144,877 documents (5.49%)</li>\n\t<li><em>theses.fr</em> 141,228 documents (5.35%)</li>\n\t<li><em>wikidata.org</em> 141,207 documents (5.35%)</li>\n\t<li><em>linkeddata.es</em> 130,459 documents (4.94%)</li>\n\t<li><em>getty.edu</em> 130,398 documents (4.94%)</li>\n\t<li><em>fao.org</em> 92,838 documents (3.51%)</li>\n\t<li><em>ontobee.org</em> 92,812 documents (3.51%)</li>\n</ol>\n\n<p>The data contain&nbsp;2,155,856,033 quads. The <strong>top-10&nbsp;pay-level-domains in terms of quads</strong>&nbsp;contributed are:</p>\n\n<ol>\n\t<li><em>wikidata.org</em> 2,006,338,975 quads (93.06%)</li>\n\t<li><em>dbpedia.org</em> 36,686,161 quads (1.70%)</li>\n\t<li><em>idref.fr</em> 22,013,225 quads (1.02%)</li>\n\t<li><em>bnf.fr</em> 12,618,155 quads (0.59%)</li>\n\t<li><em>getty.edu</em> 7,453,134 quads (0.35%)</li>\n\t<li><em>sudoc.fr</em> 7,176,301 quads (0.33%)</li>\n\t<li><em>loc.gov</em> 6,725,390 quads (0.31%)</li>\n\t<li><em>linkeddata.es</em> 6,485,114 quads (0.30%)</li>\n\t<li><em>theses.fr</em> 4,820,874 quads (0.22%)</li>\n\t<li><em>ontologycentral.com</em> 4,633,947 quads (0.21%)</li>\n</ol>\n\n<p>The data contain&nbsp;256,059,356 unique triples. The <strong>top-10&nbsp;pay-level-domains in terms of unique triples</strong>&nbsp;contributed are:</p>\n\n<ol>\n\t<li><em>wikidata.org</em> 133,535,555 triples (52.15%)</li>\n\t<li><em>dbpedia.org</em> 32,981,420 triples (12.88%)</li>\n\t<li><em>idref.fr</em> 16,820,681 triples (6.57%)</li>\n\t<li><em>bnf.fr</em> 11,769,268 triples (4.60%)</li>\n\t<li><em>getty.edu</em> 6,571,525 triples (2.57%)</li>\n\t<li><em>linkeddata.es</em> 5,898,762 triples (2.30%)</li>\n\t<li><em>loc.gov</em> 5,362,064 triples (2.09%)</li>\n\t<li><em>sudoc.fr</em> 4,972,647 triples (1.94%)</li>\n\t<li><em>ontologycentral.com</em> 4,471,962 triples (1.75%)</li>\n\t<li><em>theses.fr</em> 4,095,897 triples (1.60%)</li>\n</ol>\n\n<p>If you wish to download all N-Quads files, the following may be useful to copy and paste in Unix:</p>\n\n<pre><code>wget https://zenodo.org/record/2634588/files/btc2019-acropolis.org.uk_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-aksw.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-babelnet.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-bbc.co.uk_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-berkeleybop.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-bibliotheken.nl_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-bl.uk_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-bne.es_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-bnf.fr_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-camera.it_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-cervantesvirtual.com_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-chemspider.com_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-cnr.it_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-comicmeta.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-crossref.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-cvut.cz_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-d-nb.info_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-datacite.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-dbpedia.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-dbtune.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-drugbank.ca_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-ebi.ac.uk_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-ebu.ch_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-ebusiness-unibw.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-edamontology.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-europa.eu_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-fao.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-gbv.de_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-geonames.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-geospecies.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-geovocab.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-gesis.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-getty.edu_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-github.io_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-githubusercontent.com_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-glottolog.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-iconclass.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-idref.fr_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-iflastandards.info_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-ign.fr_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-iptc.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-kanzaki.com_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-kasei.us_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-kit.edu_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-kjernsmo.net_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-korrekt.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-kulturarvsdata.se_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-kulturnav.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-l3s.de_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-lehigh.edu_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-lexvo.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-linkeddata.es_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-linkedopendata.gr_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-linkedresearch.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-loc.gov_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-lu.se_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-mcu.es_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-medra.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-myexperiment.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-ndl.go.jp_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-nih.gov_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-nobelprize.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-okfn.gr_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-ontobee.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-ontologycentral.com_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-openei.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-openlibrary.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-orcid.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-ordnancesurvey.co.uk_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-oszk.hu_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-other_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-persee.fr_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-pokepedia.fr_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-princeton.edu_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-productontology.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-rdaregistry.info_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-rdvocab.info_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-reegle.info_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-rhiaro.co.uk_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-schema.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-sf.net_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-simia.net_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-sti2.at_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-stoa.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-sudoc.fr_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-taxonconcept.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-theses.fr_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-timbl.com_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-uba.de_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-unesco.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-uni-mannheim.de_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-uniprot.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-unitn.it_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-verborgh.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-w3.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-wals.info_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-walsh.name_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-wikidata.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-wikidata.org_00002.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-wikidata.org_00003.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-wikidata.org_00004.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-wikidata.org_00005.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-wikidata.org_00006.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-wikidata.org_00007.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-wikidata.org_00008.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-wikidata.org_00009.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-wikidata.org_00010.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-wikidata.org_00011.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-wikidata.org_00012.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-wikidata.org_00013.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-wikidata.org_00014.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-worldcat.org_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-xmlns.com_00001.nq.gz\nwget https://zenodo.org/record/2634588/files/btc2019-zbw.eu_00001.nq.gz</code></pre>\n\n<p>To merge these files into one (again on Unix):</p>\n\n<pre><code>cat *.nq.gz &gt; btc2019-quads.nq.gz_bak\nmv btc2019-quads.nq.gz_bak btc2019-quads.nq.gz</code></pre>\n\n<p>&nbsp;</p>\n\n<p><strong>Links to previous BTC datasets:</strong></p>\n\n<ul>\n\t<li><a href=\"http://km.aifb.kit.edu/projects/btc-2014/\">BTC 2014&nbsp;</a></li>\n\t<li><a href=\"http://km.aifb.kit.edu/projects/btc-2012/\">BTC 2012</a></li>\n\t<li><a href=\"http://km.aifb.kit.edu/projects/btc-2011/\">BTC 2011</a></li>\n\t<li><a href=\"http://km.aifb.kit.edu/projects/btc-2010/\">BTC 2010</a></li>\n\t<li><a href=\"http://km.aifb.kit.edu/projects/btc-2009/\">BTC 2009</a></li>\n\t<li>BTC 2008 (no link available)</li>\n</ul>", 
  "license": "https://creativecommons.org/licenses/by/4.0/legalcode", 
  "creator": [
    {
      "affiliation": "IMFD; DCC, Universidad de Chile", 
      "@type": "Person", 
      "name": "Herrera, Jose Miguel"
    }, 
    {
      "affiliation": "IMFD; DCC, Universidad de Chile", 
      "@id": "https://orcid.org/0000-0001-9482-1982", 
      "@type": "Person", 
      "name": "Hogan, Aidan"
    }, 
    {
      "affiliation": "Karlsruhe Institute of Technology (KIT)", 
      "@type": "Person", 
      "name": "K\u00e4fer, Tobias"
    }
  ], 
  "url": "https://zenodo.org/record/2634588", 
  "datePublished": "2019-04-10", 
  "keywords": [
    "linked data", 
    "semantic web", 
    "btc", 
    "billion triple challenge"
  ], 
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