Class-Specific Subsets of the Schema.org Data contained in the Winter 2013 Corpus

This page provides access to and statistics about class-specific subsets of the Schema.org data contained in the Winter 2013 version of the Web Data Commons Microdata corpus.

Introduction

As many users are only interested in specific types of Schema.org data (like product data, event data, or address data), we have created class-specific subsets out of the complete Microdata corpus for a selection of schema.org classes. The subsets contain all instances of a specific class as well as all other data that is found on the webpages containing these instances. For example, a page containing data about a product might also contain reviews and offers for this product; a page containing data about an event might also contain data about the location of the event and the persons involved in the event. The data is represented in N-Quads format, meaning that the forth element of each quad contains the URL of the webpage from which the data was extracted.

Please note that

You are welcome to use the datasets and also to tell about your findings. If you find our datasets useful for your research, please quote the paper: The WebDataCommons Microdata, RDFa and Microformat Dataset Series by Robert Meusel, Petar Petrovski, and Christian Bizer in the Proceedings of the 13th International Semantic Web Conference: Replication, Benchmark, Data and Software Track (ISWC2014).

Class-Specific Subsets of the Schema.org Data

Class NameTotal Number Top 5 Other Classes (Entity Count)Total File SizeQuad File
http://schema.org/AdministrativeAreaNumber of Quads: 1,747,834
Number of URLs: 96,824
Number of Hosts: 40
Number of Specific Class Entities: 113,972
http://schema.org/GeoCoordinates (82,812)
http://schema.org/Country (82,552)
http://schema.org/Continent (81,839)
http://schema.org/City (69,743)
http://schema.org/Place (516)
24 MBschemaorgAdministrativeArea.nq.gz (sample)
http://schema.org/AirportNumber of Quads: 96,213,109
Number of URLs: 920,040
Number of Hosts: 62
Number of Specific Class Entities: 32,026,482
http://schema.org/PostalAddress (20,469)
http://schema.org/GeoCoordinates (1,811)
http://schema.org/WebPage (635)
http://schema.org/ImageObject (453)
http://schema.org/Organization (379)
1,058 MBschemaorgAirport.nq.gz (sample)
http://schema.org/BodyOfWaterNumber of Quads: 9,964
Number of URLs: 2,673
Number of Hosts: 9
Number of Specific Class Entities: 2,865
http://schema.org/ImageObject (151)
http://schema.org/GeoCoordinates (133)
http://schema.org/PostalAddress (89)
http://schema.org/Rating (88)
http://schema.org/Place (87)
<1 MBschemaorgBodyOfWater.nq.gz (sample)
http://schema.org/BookNumber of Quads: 30,540,769
Number of URLs: 2,425,144
Number of Hosts: 1,395
Number of Specific Class Entities: 3,083,586
http://schema.org/Review (1,259,450)
http://schema.org/Offer (460,510)
http://schema.org/Organization (275,575)
http://schema.org/CreativeWork (174,369)
http://schema.orgPerson (173,319)
735 MBschemaorgBook.nq.gz (sample)
http://schema.org/CanalNumber of Quads: 1,047
Number of URLs: 101
Number of Hosts: 2
Number of Specific Class Entities: 150
http://schema.org/ImageObject (39)
http://schema.org/GeoCoordinates (15)
http://schema.org/PostalAddress (15)
<1 MBschemaorgCanal.nq.gz (sample)
http://schema.org/CityNumber of Quads: 7,363,976
Number of URLs: 265,552
Number of Hosts: 281
Number of Specific Class Entities: 449,082
http://schema.org/GeoCoordinates (310,442)
http://schema.org/Country (247,177)
http://schema.org/Event (175,750)
http://schema.org/State (174,652)
http://schema.org/CreativeWork (143,504)
153 MBschemaorgCity.nq.gz (sample)
http://schema.org/CollegeOrUniversityNumber of Quads: 9,458,481
Number of URLs: 135,355
Number of Hosts: 278
Number of Specific Class Entities: 697,181
http://schema.org/CreativeWork (582,830)
http://schema.org/Person (378,943)
http://schema.org/PostalAddress (369,691)
http://schema.org/LocalBusiness (349,986)
http://schema.org/GeoCoordinates (278,805)
189 MBschemaorgCollegeOrUniversity.nq.gz (sample)
http://schema.org/CommentNumber of Quads: 6,595,070
Number of URLs: 226,346
Number of Hosts: 409
Number of Specific Class Entities: 1,144,597
http://schema.org/Person (244,235)
http://schema.org/AggregateRating (15,781)
http://schema.org/CreativeWork (14,626)
http://schema.org/UserComments (14,393)
http://schema.org/Place (5,483)
239 MBschemaorgComment.nq.gz (sample)
http://schema.org/ContinentNumber of Quads: 1,659,862
Number of URLs: 84,141
Number of Hosts: 7
Number of Specific Class Entities: 85,361
http://schema.org/AdministrativeArea (88,886)
http://schema.org/Country (84,092)
http://schema.org/GeoCoordinates (83,913)
http://schema.org/City (72,670)
http://schema.org/ImageObject (5)
20 MBschemaorgContinent.nq.gz (sample)
http://schema.org/CountryNumber of Quads: 96,820,864
Number of URLs: 1,067,284
Number of Hosts: 230
Number of Specific Class Entities: 1,941,691
http://schema.org/Rating (6,305,504)
http://schema.org/Review (3,117,035)
http://schema.org/LodgingBusinessAmenity (1,982,229)
http://schema.org/Hotel (1,735,678)
http://schema.org/PostalAddress (1,652,713)
1,593 MBschemaorgCountry.nq.gz (sample)
http://schema.org/CreativeWorkNumber of Quads: 51,601,696
Number of URLs: 3,112,912
Number of Hosts: 2,632
Number of Specific Class Entities: 7,057,942
http://schema.org/Offer (441,360)
http://schema.org/Person (346,990)
http://schema.org/Review (284,077)
http://schema.org/Rating (276,758)
http://schema.org/AggregateRating (232,423)
1,360 MBschemaorgCreativeWork.nq.gz (sample)
http://schema.org/ EducationalOrganizationNumber of Quads: 2,195,922
Number of URLs: 136,874
Number of Hosts: 645
Number of Specific Class Entities: 179,531
http://schema.org/Person (109,696)
http://schema.org/PostalAddress (90,847)
http://schema.org/GeoCoordinates (49,432)
http://schema.org/Organization (23,778)
http://schema.org/Place (15,794)
31 MBschemaorgEducationalOrganization.nq.gz (sample)
http://schema.org/EventNumber of Quads: 120,405,048
Number of URLs: 1,275,327
Number of Hosts: 10,219
Number of Specific Class Entities: 10,445,852
http://schema.org/Place (7,680,824)
http://schema.org/PostalAddress (7,035,254)
http://schema.org/Person (802,105)
http://schema.org/Offer (471,232)
http://schema.org/GeoCoordinates (434,318)
1,830 MBschemaorgEvent.nq.gz (sample)
http://schema.org/GeoCoordinatesNumber of Quads: 847,110,997
Number of URLs: 12,644,709
Number of Hosts: 11,453
Number of Specific Class Entities: 19,768,546
http://schema.org/PostalAdress (69,432,018)
http://schema.org/LocalBusiness (64,102,127)
http://schema.org/Rating (8,882,495)
http://schema.org/Review (7,072,511)
http://schema.org/AggregateRating (3,990,021)
15,480 MBschemaorgGeoCoordinates.nq.gz (sample)
http://schema.org/ GovernmentOrganizationNumber of Quads: 178,083
Number of URLs: 11,458
Number of Hosts: 89
Number of Specific Class Entities: 16,126
http://schema.org/PostalAddress (11,281)
http://schema.org/CreativeWork (1,408)
http://schema.org/BlogPosting (728)
http://schema.org/Person (476)
http://schema.org/GeoCoordinates (344)
2 MBschemaorgGovernmentOrganization.nq.gz (sample)
http://schema.org/HospitalNumber of Quads: 547,411
Number of URLs: 42,300
Number of Hosts: 98
Number of Specific Class Entities: 47,056
http://schema.org/PostalAddress (30,462)
http://schema.org/Physician (11,485)
http://schema.org/MedicalOrganization (1,543)
http://schema.org/GeoCoordinates (1,092)
http://schema.org/MedicalSpecialty (869)
7 MBschemaorgHospital.nq.gz (sample)
http://schema.org/HotelNumber of Quads: 129,277,708
Number of URLs: 2,415,020
Number of Hosts: 3,220
Number of Specific Class Entities: 4,841,353
http://schema.org/Rating (7,175,013)
http://schema.org/Review (4,066,365)
http://schema.org/AggregateRating (2,494,000)
http://schema.org/PostalAddress (2,455,743)
http://schema.org/LodgingBusinessAmenity (1,982,229)
2,245 MBschemaorgHotel.nq.gz (sample)
http://schema.org/JobPostingNumber of Quads: 220,768,259
Number of URLs: 1,952,187
Number of Hosts: 2,772
Number of Specific Class Entities: 21,154,148
http://schema.org/Place (16,080,767)
http://schema.org/Organization (12,472,465)
http://schema.org/Postaladdress (7,062,608)
http://schema.org/PostalAddress (2,631,864)
http://schema.orgPostalAddress (373,288)
4,746 MBschemaorgJobPosting.nq.gz (sample)
http://schema.org/LakeBodyOfWaterNumber of Quads: 13,228
Number of URLs: 864
Number of Hosts: 8
Number of Specific Class Entities: 1,083
http://schema.org/ImageObject (563)
http://schema.org/GeoCoordinates (450)
http://schema.org/PostalAddress (449)
http://schema.org/TouristAttraction (8)
http://schema.org/Mountain (1)
<1 MBschemaorgLakeBodyOfWater.nq.gz (sample)
http://schema.org/ LandmarksOrHistoricalBuildingsNumber of Quads: 234,689
Number of URLs: 15,744
Number of Hosts: 49
Number of Specific Class Entities: 24,073
http://schema.org/PostalAddress (8,014)
http://schema.org/GeoCoordinates (4,484)
http://schema.org/ImageObject (1,230)
http://schema.org/Person (566)
http://schema.org/Event (416)
4 MBschemaorgLandmarksOrHistoricalBuildings.nq.gz (sample)
http://schema.org/LanguageNumber of Quads: 70,229
Number of URLs: 1,087
Number of Hosts: 15
Number of Specific Class Entities: 1,154
http://schema.org/Attorney (5,188)
http://schema.org/AlignmentObject (946)
http://schema.org/Organization (740)
http://schema.org/openingHoursSpecification (669)
http://schema.org/Person (527)
1 MBschemaorgLanguage.nq.gz (sample)
http://schema.org/LibraryNumber of Quads: 169,327
Number of URLs: 14,994
Number of Hosts: 34
Number of Specific Class Entities: 15,754
http://schema.org/PostalAddress (14,916)
http://schema.org/GeoCoordinates (157)
http://schema.org/EducationEvent (94)
http://schema.orgPostalAddress (92)
http://schema.org/ImageObject (48)
1 MBschemaorgLibrary.nq.gz (sample)
http://schema.org/LocalBusinessNumber of Quads: 846,073,669
Number of URLs: 12,766,955
Number of Hosts: 47,178
Number of Specific Class Entities: 76,083,241
http://schema.org/PostalAddress (68,177,366)
http://schema.org/GeoCoordinates (11,400,407)
http://schema.org/Rating (8,362,535)
http://schema.org/Review (6,779,878)
http://schema.org/AggregateRating (4,959,143)
15,058 MBschemaorgLocalBusiness.nq.gz (sample)
http://schema.org/MountainNumber of Quads: 57,593
Number of URLs: 1,842
Number of Hosts: 11
Number of Specific Class Entities: 9,332
http://schema.org/GeoCoordinates (910)
http://schema.org/PostalAddress (577)
http://schema.org/ImageObject (568)
http://schema.org/Review (146)
http://schema.org/ItemList (21)
1 MBschemaorgMountain.nq.gz (sample)
http://schema.org/MovieNumber of Quads: 43,215,194
Number of URLs: 1,008,132
Number of Hosts: 1,990
Number of Specific Class Entities: 1,416,596
http://schema.org/Person (5,862,923)
http://schema.org/AggregateRating (312,668)
http://schema.org/Review (291,882)
http://schema.org/Organization (288,073)
http://schema.org/Rating (231,069)
1,002 MBschemaorgMovie.nq.gz (sample)
http://schema.org/MuseumNumber of Quads: 30,783
Number of URLs: 1,442
Number of Hosts: 37
Number of Specific Class Entities: 2,075
http://schema.org/PostalAddress (1,422)
http://schema.org/GeoCoordinates (1,131)
http://schema.org/ImageObject (871)
http://schema.org/Event (95)
http://schema.org/Review (76)
<1 MBschemaorgMuseum.nq.gz (sample)
http://schema.org/MusicAlbumNumber of Quads: 58,347,745
Number of URLs: 1,009,313
Number of Hosts: 318
Number of Specific Class Entities: 2,825,741
http://schema.org/MusicRecording (6,580,012)
http://schema.org/MusicGroup (929,603)
http://schema.org/NewsArticle (60,471)
http://schema.org/Person (50,528)
http://schema.org/Offer (46,761)
992 MBschemaorgMusicAlbum.nq.gz (sample)
http://schema.org/MusicRecordingNumber of Quads: 123,744,357
Number of URLs: 2,259,451
Number of Hosts: 712
Number of Specific Class Entities: 16,861,677
http://schema.org/MusicGroup (3,453,068)
http://schema.org/MusicAlbum (975,872)
http://schema.org/AudioObject (801,064)
http://schema.org/Offer (189,330)
http://schema.org/AggregateRating (54,046)
1,870 MBschemaorgMusicRecording.nq.gz (sample)
http://schema.org/OfferNumber of Quads: 1,504,775,271
Number of URLs: 22,403,706
Number of Hosts: 70,335
Number of Specific Class Entities: 152,038,124
http://schema.org/Product (123,950,578)
http://schema.org/ImageObject (16,549,776)
http://schema.org/Person (16,501,700)
http://schema.org/AggregateRating (16,131,215)
http://schema.org/Review (8,209,544)
38,007 MBschemaorgOffer.nq.gz (sample)
http://schema.org/OrganizationNumber of Quads: 780,340,011
Number of URLs: 55,476,207
Number of Hosts: 80,846
Number of Specific Class Entities: 90,407,559
http://schema.org/Product (21,810,409)
http://schema.org/JobPosting (11,952,752)
http://schema.org/Place (11,146,253)
http://schema.org/AggregateOffer (9,465,800)
http://schema.org/AggregateRating (7,854,036)
16,503 MBschemaorgOrganization.nq.gz (sample)
http://schema.org/PaintingNumber of Quads: 47,425
Number of URLs: 5,810
Number of Hosts: 45
Number of Specific Class Entities: 6,019
http://schema.org/CreativeWork (3,156)
http://schema.org/Offer (707)
http://schema.org/Person (363)
http://schema.org/AggregateRating (184)
http://schema.org/SiteNavigationElement (40)
<1 MBschemaorgPainting.nq.gz (sample)
http://schema.org/ParkNumber of Quads: 35,173
Number of URLs: 2,326
Number of Hosts: 23
Number of Specific Class Entities: 2,741
http://schema.org/PostalAddress (1,299)
http://schema.org/ImageObject (1,247)
http://schema.org/GeoCoordinates (1,164)
http://schema.org/Event (539)
http://schema.org/Organization (110)
1 MBschemaorgPark.nq.gz (sample)
http://schema.org/PersonNumber of Quads: 1,133,864,240
Number of URLs: 15,488,405
Number of Hosts: 55,052
Number of Specific Class Entities: 142,880,756
http://schema.org/PostalAddress (24,633,649)
http://schema.org/ImageObject (18,108,510)
http://schema.org/Offer (16,381,535)
http://schema.org/Product (16,379,629)
http://schema.org/NewsArticle (5,080,043)
33,328 MBschemaorgPerson.nq.gz (sample)
http://schema.org/PlaceNumber of Quads: 491,819,695
Number of URLs: 4,357,752
Number of Hosts: 9,922
Number of Specific Class Entities: 37,956,782
http://schema.org/PostalAddress (19,146,160)
http://schema.org/JobPosting (15,639,768)
http://schema.org/Organization (10,521,772)
http://schema.org/Event (7,903,211)
http://schema.org/Postaladdress (6,967,460)
8,932 MBschemaorgPlace.nq.gz (sample)
http://schema.org/PostalAddressNumber of Quads: 1,528,535,906
Number of URLs: 19,797,815
Number of Hosts: 70,690
Number of Specific Class Entities: 124,287,861
http://schema.org/LocalBusiness (68,675,720)
http://schema.org/Person (40,953,026)
http://schema.org/Place (19,700,994)
http://schema.org/GeoCoordinates (18,832,241)
http://schema.org/Rating (10,333,227)
28,058 MBschemaorgPostalAddress.nq.gz (sample)
http://schema.org/ProductNumber of Quads: 1,878,219,841
Number of URLs: 37,448,498
Number of Hosts: 67,813
Number of Specific Class Entities: 177,992,114
http://schema.org/Offer (143,493,748)
http://schema.org/AggregateRating (27,047,142)
http://schema.org/Review (20,072,936)
http://schema.org/Rating (17,229,400)
http://schema.org/Person (16,665,525)
50,542 MBschemaorgProduct.nq.gz (sample)
http://schema.org/RadioStationNumber of Quads: 305,605
Number of URLs: 65,576
Number of Hosts: 27
Number of Specific Class Entities: 76,933
http://schema.org/AggregateRating (12,969)
http://schema.org/Review (9,273)
http://schema.org/Rating (9,266)
http://schema.org/UserComments (167)
http://schema.org/Person (165)
6 MBschemaorgRadioStation.nq.gz (sample)
http://schema.org/RecipeNumber of Quads: 47,195,499
Number of URLs: 1,276,631
Number of Hosts: 9,193
Number of Specific Class Entities: 1,508,400
http://schema.org/Review (1,386,410)
http://schema.org/AggregateRating (807,847)
http://schema.org/NutritionInformation (687,031)
http://schema.org/Rating (608,266)
http://schema.org/Person (184,062)
904 MBschemaorgRecipe.nq.gz (sample)
http://schema.org/RestaurantNumber of Quads: 12,157,258
Number of URLs: 493,892
Number of Hosts: 4,772
Number of Specific Class Entities: 558,432
http://schema.org/PostalAddress (713,135)
http://schema.org/Photograph (329,684)
http://schema.org/Review (199,608)
http://schema.org/AggregateRating (191,362)
http://schema.org/Rating (172,802)
200 MBschemaorgRestaurant.nq.gz (sample)
http://schema.org/RiverBodyOfWaterNumber of Quads: 18,553
Number of URLs: 1,770
Number of Hosts: 8
Number of Specific Class Entities: 2,485
http://schema.org/GeoCoordinates (468)
http://schema.org/PostalAddress (440)
http://schema.org/ImageObject (406)
http://schema.org/WebPage (2)
http://schema.org/City (2)
<1 MBschemaorgRiverBodyOfWater.nq.gz (sample)
http://schema.org/SchoolNumber of Quads: 2,771,521
Number of URLs: 197,657
Number of Hosts: 122
Number of Specific Class Entities: 211,468
http://schema.org/PostalAddress (204,921)
http://schema.org/Review (76,581)
http://schema.org/AggregateRating (38,266)
http://schema.org/Rating (37,685)
http://schema.org/Product (5,275)
46 MBschemaorgSchool.nq.gz (sample)
http://schema.org/SculptureNumber of Quads: 3,079
Number of URLs: 374
Number of Hosts: 15
Number of Specific Class Entities: 394
http://schema.org/CreativeWork (303)
http://schema.org/Offer (20)
http://schema.org/ImageObject (17)
http://schema.org/PostalAddress (14)
http://schema.org/GeoCoordinates (13)
<1 MBschemaorgSculpture.nq.gz (sample)
http://schema.org/SeaBodyOfWaterNumber of Quads: 825
Number of URLs: 119
Number of Hosts: 5
Number of Specific Class Entities: 179
http://schema.org/OceanBodyOfWater (8)
http://schema.org/BodyOfWater (4)
http://schema.org/GeoCoordinates (2)
http://schema.org/WebPage (1)
<1 MBschemaorgSeaBodyOfWater.nq.gz (sample)
http://schema.org/ShoppingCenterNumber of Quads: 26,918
Number of URLs: 1,034
Number of Hosts: 40
Number of Specific Class Entities: 2,215
http://schema.org/Corporation (853)
http://schema.org/PostalAddress (517)
http://schema.org/GeoCoordinates (464)
http://schema.org/ImageObject (317)
http://schema.org/Organization (309)
<1 MBschemaorgShoppingCenter.nq.gz (sample)
http://schema.org/SkiResortNumber of Quads: 4,076
Number of URLs: 319
Number of Hosts: 19
Number of Specific Class Entities: 329
http://schema.org/ImageObject (104)
http://schema.org/PostalAddress (102)
http://schema.org/GeoCoordinates (101)
http://schema.org/Residence (37)
http://schema.org/Product (36)
<1 MBschemaorgSkiResort.nq.gz (sample)
http://schema.org/SportsEventNumber of Quads: 36,752,762
Number of URLs: 43,781
Number of Hosts: 290
Number of Specific Class Entities: 2,326,173
http://schema.org/Place (2,256,293)
http://schema.org/PostalAddress (2,217,326)
http://schema.org/AggregateOffer (1,465,575)
http://schema.org/SportsTeam (82,827)
http://schema.org/Offer (72,425)
524 MBschemaorgSportsEvent.nq.gz (sample)
http://schema.org/SportsTeamNumber of Quads: 1,335,194
Number of URLs: 54,110
Number of Hosts: 108
Number of Specific Class Entities: 160,520
http://schema.org/SportsEvent (42,976)
http://schema.org/SportsAthlete (34,309)
http://schema.org/Person (22,453)
http://schema.org/VideoObject (9,981)
http://schema.org/SportsEvent/Match (8,504)
19 MBschemaorgSportsTeam.nq.gz (sample)
http://schema.org/StadiumOrArenaNumber of Quads: 174,111
Number of URLs: 971
Number of Hosts: 32
Number of Specific Class Entities: 9,554
http://schema.org/SportsTeam (17,180)
http://schema.org/SportsEvent/Match (8,504)
http://schema.org/PostalAddress (8,020)
http://schema.org/Person/SoccerPlayer (3,356)
http://schema.org/Event (753)
2 MBschemaorgStadiumOrArena.nq.gz (sample)
http://schema.org/TelevisionStationNumber of Quads: 40,261
Number of URLs: 299
Number of Hosts: 14
Number of Specific Class Entities: 8,595
http://schema.org/Event (615)
http://schema.org/ItemList (228)
http://schema.org/PostalAddress (129)
http://schema.org/GeoCoordinates (63)
http://schema.org/Review (27)
<1 MBschemaorgTelevisionStation.nq.gz (sample)
http://schema.org/TVEpisodeNumber of Quads: 23,195,139
Number of URLs: 478,653
Number of Hosts: 199
Number of Specific Class Entities: 949,901
http://schema.org/Person (2,584,910)
http://schema.org/TVSeries (289,669)
http://schema.org/AggregateRating (241,698)
http://schema.org/TVSeason (239,155)
http://schema.org/Organization (146,446)
333 MBschemaorgTvEpisode.nq.gz (sample)
http://schema.org/WebPageNumber of Quads: 259,853,161
Number of URLs: 29,930,289
Number of Hosts: 88,201
Number of Specific Class Entities: 32,885,430
http://schema.org/Rating (7,365,413)
http://schema.org/Review (3,681,762)
http://schema.org/Person (3,234,161)
http://schema.org/AggregateRating (2,769,813)
http://schema.org/Place (2,753,956)
6,400 MBschemaorgWebPage.nq.gz (sample)

In case you are interested in a particular class or set of classes which is not listed above, please get in contact with the WebDataCommons team via Mailing List or our Google Group.

Get the Code

The source code can be checked out from our Subversion repository. The extraction of Winter 2013 was done with version 0.0.2 of the extractor. Having checked-out the source code, create your own configuration by copying src/main/resources/ccrdf.properties.dist to src/main/resources/ccrdf.properties, then fill in your AWS authentication information and bucket names. Compilation is performed using Maven, thus changing into the source root directory and typing mvn install should be sufficient to create a build. In order to run the extractor on more than 10 EC2 nodes, you will have to request an EC2 instance limit increase for your AWS account. More information about running the extractor is provided in the file readme.txt.

Get Support

Please send questions and feedback to the Web Data Commons mailing list or post them in our Web Data Commons Google Group.