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DBPedia Ontology
Raw
.gitignore
node_modules
*.swp
Raw
README.md

Pre-processed cleaned data for the DBPedia ontology, a hierarchy of categories for Wikipedia articles.

Clean files:

  • hierarchy.csv - Contains the parent-child relationships and instance counts
  • labels.csv - Maps IDs to human readable labels (but not all IDs have labels)

Queries for the DBPedia ontoloty class hierarchy and their instance counts. The idea behind this is to generate a data visualization from this hierarchy.

The following queries were executed here: https://dbpedia.org/sparql

Sparql query 1:

  PREFIX rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>
  PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>

  SELECT ?class ?subclass WHERE {
    ?subclass rdfs:subClassOf ?class.
  }

Sparql query 2 to include counts:

PREFIX rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>
PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>

SELECT ?class ?subclass (COUNT(?instance) AS ?instanceCount) WHERE {
  ?subclass rdfs:subClassOf ?class.
  OPTIONAL {
    ?instance rdf:type ?subclass.
  }
}
GROUP BY ?class ?subclass

Sparql query 3 to include labels:

PREFIX rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>
PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>

SELECT ?class ?classLabel ?subclass ?subclassLabel (COUNT(?instance) AS ?instanceCount) WHERE {
  ?subclass rdfs:subClassOf ?class.
  OPTIONAL {
    ?instance rdf:type ?subclass.
  }
  OPTIONAL {
    ?class rdfs:label ?classLabel.
    FILTER (lang(?classLabel) = "" || lang(?classLabel) = "en")
  }
  OPTIONAL {
    ?subclass rdfs:label ?subclassLabel.
    FILTER (lang(?subclassLabel) = "" || lang(?subclassLabel) = "en")
  }
}
GROUP BY ?class ?classLabel ?subclass ?subclassLabel

Transitive counts, filtered:

PREFIX rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>
PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>

SELECT ?class ?classLabel ?subclass ?subclassLabel (COUNT(?instance) AS ?instanceCount) WHERE {
  ?subclass rdfs:subClassOf ?class.
  OPTIONAL {
    ?instance rdf:type/rdfs:subClassOf* ?subclass.
  }
  OPTIONAL {
    ?class rdfs:label ?classLabel.
    FILTER (lang(?classLabel) = "" || lang(?classLabel) = "en")
  }
  OPTIONAL {
    ?subclass rdfs:label ?subclassLabel.
    FILTER (lang(?subclassLabel) = "" || lang(?subclassLabel) = "en")
  }
}
GROUP BY ?class ?classLabel ?subclass ?subclassLabel
HAVING (COUNT(?instance) >= 100)
Raw
hierarchy.csv
We can't make this file beautiful and searchable because it's too large.
classId,subclassId,count
http://dbpedia.org/ontology/Eukaryote,http://dbpedia.org/ontology/Animal,7591370
http://dbpedia.org/ontology/Company,http://dbpedia.org/ontology/Publisher,3883
http://dbpedia.org/ontology/Case,http://dbpedia.org/ontology/LegalCase,9587
http://dbpedia.org/ontology/Athlete,http://dbpedia.org/ontology/MotorsportRacer,23201
http://dbpedia.org/ontology/Place,http://dbpedia.org/ontology/NaturalPlace,267346
http://dbpedia.org/ontology/Region,http://dbpedia.org/ontology/AdministrativeRegion,71530
http://dbpedia.org/ontology/Person,http://dbpedia.org/ontology/Cleric,47465
http://dbpedia.org/ontology/VolleyballPlayer,http://dbpedia.org/ontology/BeachVolleyballPlayer,254
http://dbpedia.org/ontology/NaturalPlace,http://dbpedia.org/ontology/Cave,1234
http://dbpedia.org/ontology/Person,http://dbpedia.org/ontology/Coach,24748
http://dbpedia.org/ontology/Animal,http://dbpedia.org/ontology/Fish,16105
http://dbpedia.org/ontology/Athlete,http://dbpedia.org/ontology/GolfPlayer,4679
http://dbpedia.org/ontology/Person,http://dbpedia.org/ontology/HorseTrainer,355
http://dbpedia.org/ontology/Athlete,http://dbpedia.org/ontology/LacrossePlayer,527
http://dbpedia.org/ontology/MotorsportRacer,http://dbpedia.org/ontology/MotorcycleRider,4497
http://dbpedia.org/ontology/Activity,http://dbpedia.org/ontology/Sport,2164
http://dbpedia.org/ontology/Company,http://dbpedia.org/ontology/LawFirm,555
http://dbpedia.org/ontology/AnatomicalStructure,http://dbpedia.org/ontology/Embryology,226
http://dbpedia.org/ontology/Company,http://dbpedia.org/ontology/Bank,5468
http://dbpedia.org/ontology/PopulatedPlace,http://dbpedia.org/ontology/Settlement,1090427
http://dbpedia.org/ontology/Animal,http://dbpedia.org/ontology/Insect,170627
http://dbpedia.org/ontology/Place,http://dbpedia.org/ontology/Park,7533
http://dbpedia.org/ontology/CelestialBody,http://dbpedia.org/ontology/Planet,5807
http://dbpedia.org/ontology/Language,http://dbpedia.org/ontology/ProgrammingLanguage,3309
http://dbpedia.org/ontology/Broadcaster,http://dbpedia.org/ontology/RadioStation,27161
http://dbpedia.org/ontology/RouteOfTransportation,http://dbpedia.org/ontology/RoadJunction,529
http://dbpedia.org/ontology/Work,http://dbpedia.org/ontology/TelevisionSeason,8628
http://dbpedia.org/ontology/NaturalEvent,http://dbpedia.org/ontology/SolarEclipse,369
http://www.w3.org/2002/07/owl#Thing,http://dbpedia.org/ontology/Agent,1674710
http://www.w3.org/2002/07/owl#Thing,http://dbpedia.org/ontology/Language,19176
http://www.w3.org/2002/07/owl#Thing,http://dbpedia.org/ontology/Biomolecule,67833
http://www.ontologydesignpatterns.org/ont/dul/DUL.owl#TimeInterval,http://dbpedia.org/ontology/TimePeriod,5327943
http://schema.org/Festival,http://dbpedia.org/ontology/FilmFestival,721
http://schema.org/LandmarksOrHistoricalBuildings,http://dbpedia.org/ontology/HistoricPlace,39875
http://schema.org/CollegeOrUniversity,http://dbpedia.org/ontology/University,45911
http://dbpedia.org/class/yago/Abstraction100002137,http://dbpedia.org/class/yago/Attribute100024264,265771
http://dbpedia.org/class/yago/Aberrance114503665,http://dbpedia.org/class/yago/ChromosomalAberration114504103,114
http://dbpedia.org/class/yago/Academician109759069,http://dbpedia.org/class/yago/WikicatAmericanAcademicsOfEnglishLiterature,333
http://dbpedia.org/class/yago/Academician109759069,http://dbpedia.org/class/yago/WikicatAmericanReligionAcademics,110
http://dbpedia.org/class/yago/Academician109759069,http://dbpedia.org/class/yago/WikicatCanadianAcademics,220
http://dbpedia.org/class/yago/Academician109759069,http://dbpedia.org/class/yago/WikicatRomanianAcademics,133
http://dbpedia.org/class/yago/Acid114607521,http://dbpedia.org/class/yago/HydroxyAcid114613922,216
http://dbpedia.org/class/yago/Academician109759069,http://dbpedia.org/class/yago/WikicatStockholmUniversityAcademics,123
http://dbpedia.org/class/yago/Abstractionist109758424,http://dbpedia.org/class/yago/WikicatAbstractArtists,134
http://dbpedia.org/class/yago/Academician109759069,"http://dbpedia.org/class/yago/WikicatAcademicsOfBirkbeck,UniversityOfLondon",151
http://dbpedia.org/class/yago/Academician109759069,"http://dbpedia.org/class/yago/WikicatAcademicsOfQueenMary,UniversityOfLondon",119
http://dbpedia.org/class/yago/Academician109759069,http://dbpedia.org/class/yago/WikicatAcademicsOfTheComplutenseUniversityOfMadrid,115
http://dbpedia.org/class/yago/Academician109759069,http://dbpedia.org/class/yago/WikicatAcademicsOfTheUniversityOfBristol,194
http://dbpedia.org/class/yago/Academician109759069,http://dbpedia.org/class/yago/WikicatAcademicsOfTheUniversityOfManchester,303
http://dbpedia.org/class/yago/Academician109759069,http://dbpedia.org/class/yago/WikicatAcademicsOfTheUniversityOfSheffield,167
http://dbpedia.org/class/yago/Academician109759069,http://dbpedia.org/class/yago/WikicatPhilosophyAcademics,104
http://dbpedia.org/class/yago/Activity100407535,http://dbpedia.org/class/yago/Occupation100582388,51753
http://dbpedia.org/class/yago/Activity100407535,http://dbpedia.org/class/yago/Ceremony101027379,514
http://dbpedia.org/class/yago/Activity100407535,http://dbpedia.org/class/yago/Attempt100786195,3690
http://dbpedia.org/class/yago/Adjudicator109769636,http://dbpedia.org/class/yago/Official110372076,11158
http://dbpedia.org/class/yago/Actor109765278,http://dbpedia.org/class/yago/WikicatAmericanMaleVoiceActors,2008
http://dbpedia.org/class/yago/Actress109767700,http://dbpedia.org/class/yago/WikicatAmericanSilentFilmActresses,843
http://dbpedia.org/class/yago/Actor109765278,http://dbpedia.org/class/yago/WikicatAmericanStageActors,1622
http://dbpedia.org/class/yago/Actor109765278,http://dbpedia.org/class/yago/WikicatAustralianMaleActors,170
http://dbpedia.org/class/yago/Actor109765278,http://dbpedia.org/class/yago/WikicatAustrianActors,161
http://dbpedia.org/class/yago/Actor109765278,http://dbpedia.org/class/yago/WikicatBelgianActors,106
http://dbpedia.org/class/yago/Actor109765278,http://dbpedia.org/class/yago/WikicatBritishFilmActors,921
http://dbpedia.org/class/yago/Actor109765278,http://dbpedia.org/class/yago/WikicatMaleActorsFromBerlin,200
http://dbpedia.org/class/yago/Actor109765278,http://dbpedia.org/class/yago/WikicatMaleActorsFromStockholm,105
http://dbpedia.org/class/yago/Actor109765278,http://dbpedia.org/class/yago/WikicatMaleActorsInTamilCinema,105
http://dbpedia.org/class/yago/Actor109765278,http://dbpedia.org/class/yago/WikicatMaleShakespeareanActors,285
http://dbpedia.org/class/yago/Actor109765278,http://dbpedia.org/class/yago/WikicatMaleWestern(genre)FilmActors,256
http://dbpedia.org/class/yago/Administration101135952,http://dbpedia.org/class/yago/Organization101136519,403
http://dbpedia.org/class/yago/Actor109765278,http://dbpedia.org/class/yago/WikicatRussianStageActors,102
http://dbpedia.org/class/yago/Actress109767700,http://dbpedia.org/class/yago/WikicatSpanishTelevisionActresses,150
http://dbpedia.org/class/yago/Actress109767700,http://dbpedia.org/class/yago/WikicatFrenchStageActresses,255
http://dbpedia.org/class/yago/Actor109765278,http://dbpedia.org/class/yago/WikicatFunimationVoiceActors,128
http://dbpedia.org/class/yago/Actor109765278,http://dbpedia.org/class/yago/WikicatGermanMaleFilmActors,925
http://dbpedia.org/class/yago/Actor109765278,http://dbpedia.org/class/yago/WikicatGermanMaleStageActors,312
http://dbpedia.org/class/yago/Actor109765278,http://dbpedia.org/class/yago/WikicatHongKongMaleFilmActors,255
http://dbpedia.org/class/yago/Actor109765278,http://dbpedia.org/class/yago/WikicatHongKongTelevisionActors,100
http://dbpedia.org/class/yago/Actress109767700,http://dbpedia.org/class/yago/WikicatIrishFilmActresses,120
http://dbpedia.org/class/yago/Actress109767700,http://dbpedia.org/class/yago/WikicatIrishTelevisionActresses,137
http://dbpedia.org/class/yago/Actor109765278,http://dbpedia.org/class/yago/WikicatItalianMaleFilmActors,572
http://dbpedia.org/class/yago/Actor109765278,http://dbpedia.org/class/yago/WikicatItalianTelevisionActors,111
http://dbpedia.org/class/yago/Actor109765278,http://dbpedia.org/class/yago/Wikicat20th-centuryActors,1337
http://dbpedia.org/class/yago/Actor109765278,http://dbpedia.org/class/yago/Wikicat20th-centuryAmericanActors,673
http://dbpedia.org/class/yago/Actress109767700,http://dbpedia.org/class/yago/Wikicat20th-centuryBritishActresses,131
http://dbpedia.org/class/yago/Actor109765278,http://dbpedia.org/class/yago/Wikicat21st-centuryFrenchMaleActors,103
http://dbpedia.org/class/yago/Actor109765278,http://dbpedia.org/class/yago/WikicatActorsFromNewYork,631
http://dbpedia.org/class/yago/Actor109765278,http://dbpedia.org/class/yago/WikicatActorsFromPennsylvania,123
http://dbpedia.org/class/yago/Actor109765278,http://dbpedia.org/class/yago/WikicatActorsFromTexas,228
http://dbpedia.org/class/yago/Actor109765278,http://dbpedia.org/class/yago/WikicatDanishMaleFilmActors,218
http://dbpedia.org/class/yago/Actress109767700,http://dbpedia.org/class/yago/WikicatEnglishActresses,712
http://dbpedia.org/class/yago/Actress109767700,http://dbpedia.org/class/yago/WikicatFilipinoFilmActresses,244
http://dbpedia.org/class/yago/Actor109765278,http://dbpedia.org/class/yago/WikicatFilipinoMaleFilmActors,250
http://dbpedia.org/class/yago/Actor109765278,http://dbpedia.org/class/yago/WikicatFilipinoMaleTelevisionActors,155
http://dbpedia.org/class/yago/Actor109765278,http://dbpedia.org/class/yago/WikicatFrenchActors,1340
http://dbpedia.org/class/yago/AdministrativeDistrict108491826,http://dbpedia.org/class/yago/Municipality108626283,457636
http://dbpedia.org/class/yago/Administrator109770472,http://dbpedia.org/class/yago/Prefect110465128,1149
http://dbpedia.org/class/yago/Adoptee109772330,http://dbpedia.org/class/yago/WikicatAmericanAdoptees,274
http://dbpedia.org/class/yago/Adult109605289,http://dbpedia.org/class/yago/Man110287213,1969
http://dbpedia.org/class/yago/Advocate109774783,http://dbpedia.org/class/yago/Suffragist110672908,1395
http://dbpedia.org/class/yago/Affair107447261,http://dbpedia.org/class/yago/Ceremony107450842,3147
http://dbpedia.org/class/yago/Adult109605289,http://dbpedia.org/class/yago/Pledger110441694,226
http://dbpedia.org/class/yago/AerospaceEngineer109776079,http://dbpedia.org/class/yago/WikicatGermanAerospaceEngineers,108
http://dbpedia.org/class/yago/Administrator109770949,http://dbpedia.org/class/yago/WikicatEnglishCricketAdministrators,115
http://dbpedia.org/class/yago/Album106591815,http://dbpedia.org/class/yago/WikicatAtcoRecordsAlbums,180
http://dbpedia.org/class/yago/AirUnit108195797,http://dbpedia.org/class/yago/Division108219330,202
http://dbpedia.org/class/yago/Airplane102691156,http://dbpedia.org/class/yago/Airliner102690373,466
http://dbpedia.org/class/yago/Agency108337324,http://dbpedia.org/class/yago/WikicatAgenciesOfTheUnitedStatesGovernment,134
http://dbpedia.org/class/yago/Air-to-groundMissile102693540,http://dbpedia.org/class/yago/WikicatAir-to-surfaceMissiles,124
http://dbpedia.org/class/yago/Airline102690081,http://dbpedia.org/class/yago/WikicatAirlinesOfRussia,158
http://dbpedia.org/class/yago/Airport102692232,http://dbpedia.org/class/yago/WikicatAirportsEstablishedIn1942,132
http://dbpedia.org/class/yago/Airport102692232,http://dbpedia.org/class/yago/WikicatAirportsInChile,340
http://dbpedia.org/class/yago/Airport102692232,http://dbpedia.org/class/yago/WikicatAirportsInFlorida,120
http://dbpedia.org/class/yago/Airport102692232,http://dbpedia.org/class/yago/WikicatAirportsInJapan,114
http://dbpedia.org/class/yago/Airport102692232,http://dbpedia.org/class/yago/WikicatAirportsInMichigan,130
http://dbpedia.org/class/yago/Album106591815,http://dbpedia.org/class/yago/WikicatCharismaRecordsAlbums,112
http://dbpedia.org/class/yago/Album106591815,http://dbpedia.org/class/yago/WikicatChristianMusicAlbums,163
http://dbpedia.org/class/yago/Album106591815,http://dbpedia.org/class/yago/WikicatChrysalisRecordsAlbums,272
http://dbpedia.org/class/yago/Album106591815,http://dbpedia.org/class/yago/WikicatThrashMetalAlbums,562
http://dbpedia.org/class/yago/Album106591815,http://dbpedia.org/class/yago/WikicatHarvestRecordsAlbums,123
http://dbpedia.org/class/yago/Album106591815,http://dbpedia.org/class/yago/WikicatHollywoodRecordsAlbums,129
http://dbpedia.org/class/yago/Album106591815,http://dbpedia.org/class/yago/WikicatImpulse!RecordsAlbums,205
http://dbpedia.org/class/yago/Album106591815,http://dbpedia.org/class/yago/WikicatIslandRecordsAlbums,642
http://dbpedia.org/class/yago/Album106591815,http://dbpedia.org/class/yago/WikicatJazzFusionAlbums,203
http://dbpedia.org/class/yago/Album106591815,http://dbpedia.org/class/yago/WikicatJiveRecordsAlbums,240
http://dbpedia.org/class/yago/Album106591815,http://dbpedia.org/class/yago/Wikicat1971Albums,644
http://dbpedia.org/class/yago/Album106591815,http://dbpedia.org/class/yago/Wikicat1979Albums,835
http://dbpedia.org/class/yago/Album106591815,http://dbpedia.org/class/yago/Wikicat1985DebutAlbums,140
http://dbpedia.org/class/yago/Album106591815,http://dbpedia.org/class/yago/Wikicat1989CompilationAlbums,119
http://dbpedia.org/class/yago/Album106591815,http://dbpedia.org/class/yago/Wikicat1992Albums,1321
http://dbpedia.org/class/yago/Album106591815,http://dbpedia.org/class/yago/Wikicat1994CompilationAlbums,209
http://dbpedia.org/class/yago/Album106591815,http://dbpedia.org/class/yago/Wikicat1996DebutAlbums,288
http://dbpedia.org/class/yago/Album106591815,http://dbpedia.org/class/yago/Wikicat2002DebutAlbums,372
http://dbpedia.org/class/yago/Album106591815,http://dbpedia.org/class/yago/Wikicat2003Albums,2934
http://dbpedia.org/class/yago/Album106591815,http://dbpedia.org/class/yago/Wikicat2005CompilationAlbums,510
http://dbpedia.org/class/yago/Album106591815,http://dbpedia.org/class/yago/Wikicat2006DebutAlbums,489
http://dbpedia.org/class/yago/Album106591815,http://dbpedia.org/class/yago/Wikicat2009LiveAlbums,290
http://dbpedia.org/class/yago/Album106591815,http://dbpedia.org/class/yago/Wikicat2010DebutAlbums,299
http://dbpedia.org/class/yago/Album106591815,http://dbpedia.org/class/yago/Wikicat2012Albums,2191
http://dbpedia.org/class/yago/Album106591815,http://dbpedia.org/class/yago/WikicatAlbumsByAmericanArtists,105
http://dbpedia.org/class/yago/Album106591815,http://dbpedia.org/class/yago/WikicatDeccaRecordsAlbums,292
http://dbpedia.org/class/yago/Ambassador109787534,http://dbpedia.org/class/yago/WikicatAmbassadorsOfTheUnitedStates,212
http://dbpedia.org/class/yago/Alumnus109786338,http://dbpedia.org/class/yago/WikicatCarletonCollegeAlumni,109
http://dbpedia.org/class/yago/Alumnus109786338,http://dbpedia.org/class/yago/WikicatCaseWesternReserveUniversityAlumni,281
http://dbpedia.org/class/yago/Alumnus109786338,http://dbpedia.org/class/yago/WikicatColbyCollegeAlumni,164
http://dbpedia.org/class/yago/Alp109193705,http://dbpedia.org/class/yago/WikicatLepontineAlps,262
http://dbpedia.org/class/yago/Alumnus109786338,http://dbpedia.org/class/yago/WikicatLoyolaUniversityChicagoAlumni,147
http://dbpedia.org/class/yago/Alumnus109786338,http://dbpedia.org/class/yago/WikicatMountHolyokeCollegeAlumni,160
http://dbpedia.org/class/yago/Alumnus109786338,http://dbpedia.org/class/yago/WikicatNavalWarCollegeAlumni,205
http://dbpedia.org/class/yago/Alumnus109786338,http://dbpedia.org/class/yago/WikicatTrinityCollege(Connecticut)Alumni,109
http://dbpedia.org/class/yago/Alumnus109786338,http://dbpedia.org/class/yago/WikicatUniversitéDeMontréalAlumni,342
http://dbpedia.org/class/yago/Alumnus109786338,http://dbpedia.org/class/yago/WikicatUpperCanadaCollegeAlumni,153
http://dbpedia.org/class/yago/Alumnus109786338,http://dbpedia.org/class/yago/WikicatVrijeUniversiteitAlumni,124
http://dbpedia.org/class/yago/Alumnus109786338,http://dbpedia.org/class/yago/WikicatWayneStateUniversityAlumni,327
http://dbpedia.org/class/yago/Alumnus109786338,http://dbpedia.org/class/yago/WikicatYeshivaUniversityAlumni,120
http://dbpedia.org/class/yago/Alumnus109786338,http://dbpedia.org/class/yago/WikicatNewYorkLawSchoolAlumni,127
http://dbpedia.org/class/yago/Alumnus109786338,http://dbpedia.org/class/yago/WikicatSantaClaraUniversityAlumni,190
http://dbpedia.org/class/yago/Alcohol114708720,http://dbpedia.org/class/yago/Sterol115058310,112
http://dbpedia.org/class/yago/Alumnus109786338,http://dbpedia.org/class/yago/WikicatGeorgetownUniversityLawCenterAlumni,463
http://dbpedia.org/class/yago/Alumnus109786338,http://dbpedia.org/class/yago/WikicatGhentUniversityAlumni,156
http://dbpedia.org/class/yago/Alumnus109786338,"http://dbpedia.org/class/yago/WikicatGovernmentCollegeUniversity,LahoreAlumni",157
http://dbpedia.org/class/yago/Alumnus109786338,http://dbpedia.org/class/yago/WikicatGraduatesOfTheRoyalMilitaryAcademySandhurst,421
http://dbpedia.org/class/yago/Alumnus109786338,"http://dbpedia.org/class/yago/WikicatGraduatesOfTheStaffCollege,Camberley",114
http://dbpedia.org/class/yago/Alumnus109786338,http://dbpedia.org/class/yago/WikicatHamiltonCollege(NewYork)Alumni,219
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