Class-Specific Subsets of the Schema.org Data contained in the Winter 2014 Corpus

This page provides access to and statistics about class-specific subsets of the Schema.org data contained in the Winter 2014 version of the Web Data Commons Microdata corpus. The datasets are part of the Web Data Commons Schema.org Data Set Series

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

the data in the files is not disjunct. This means that whenever you combine two files you might end up with duplicated quads, as one webpage can contain more than one class (e.g. schema.org/Product and schema.org/Offer).
the data is only the tip of the iceberg. The CommonCrawl covers only a subset of all webpages that are offered by a specific website. Thus also only a subset of all data offered by a site is contained in our corpus. I you need more instances of a specific class, you will need to crawl deeper into the websites that we identified to contain specific types of Schema.org data.

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 Name	Total Number of	Top Classes (Entity Count)	Total File Size	Quad File
http://schema.org/AdministrativeArea	Quads: 1,724,857 URLs: 85,625 Hosts: 63	http://schema.org/AdministrativeArea (100,671) http://schema.org/GeoCoordinates (84,152) http://schema.org/Country (83,851) http://schema.org/Continent (83,567)	23 MB	schemaorgAdministrativeArea.nq.gz (sample)
http://schema.org/Airport	Quads: 80,258,863 URLs: 963,538 Hosts: 99	http://schema.org/Airport (26,764,415) http://schema.org/PostalAddress (9,238) http://schema.org/Product (1,290) http://schema.org/Offer (1,283)	961 MB	schemaorgAirport.nq.gz (sample)
http://schema.org/BodyOfWater	Quads: 7,914 URLs: 290 Hosts: 10	http://schema.org/BodyOfWater (314) http://schema.org/Product (179) http://schema.org/Offer (177) http://schema.org/ImageObject (173)	<1 MB	schemaorgBodyOfWater.nq.gz (sample)
http://schema.org/Book	Quads: 68,816,749 URLs: 3,460,000 Hosts: 1,982	http://schema.org/Book (7,411,863) http://schema.org/Offer (2,436,981) http://schema.org/Review (1,349,532) http:/schema.orgPerson (324,281)	1,729 MB	schemaorgBook.nq.gz (sample)
http://schema.org/Canal	Quads: 1,619 URLs: 32 Hosts: 2	http://schema.org/ImageObject (61) http://schema.org/Product (36) http://schema.org/Offer (36) http://schema.org/SearchAction (35)	<1 MB	schemaorgCanal.nq.gz (sample)
http://schema.org/City	Quads: 12,125,985 URLs: 314,679 Hosts: 360	http://schema.org/GeoCoordinates (597,000) http://schema.org/City (404,765) http://schema.org/PostalAddress (387,934) http://schema.org/Person (341,019)	223 MB	schemaorgCity.nq.gz (sample)
http://schema.org/CollegeOrUniversity	Quads: 7,220,703 URLs: 219,107 Hosts: 384	http://schema.org/CollegeOrUniversity (678,821) http://schema.org/Person (511,908) http://schema.org/LocalBusiness (233,201) http://schema.org/PostalAddress (197,852)	148 MB	schemaorgCollegeOrUniversity.nq.gz (sample)
http://schema.org/Comment	Quads: 22,539,188 URLs: 488,678 Hosts: 824	http://schema.org/Comment (2,761,935) http://schema.org/Person (1,597,908) http://schema.org/SiteNavigationElement (346,683) http://schema.org/Organization (228,704)	1,069 MB	schemaorgComment.nq.gz (sample)
http://schema.org/Continent	Quads: 1,712,643 URLs: 86,090 Hosts: 5	http://schema.org/AdministrativeArea (90,940) http://schema.org/Continent (86,746) http://schema.org/Country (85,982) http://schema.org/GeoCoordinates (85,792)	22 MB	schemaorgContinent.nq.gz (sample)
http://schema.org/Country	Quads: 105,066,663 URLs: 1,035,444 Hosts: 277	http://schema.org/Rating (6,739,676) http://schema.org/Review (3,809,257) http://schema.org/LodgingBusinessAmenity (2,362,936) http://schema.org/Hotel (2,077,837)	1,846 MB	schemaorgCountry.nq.gz (sample)
http://schema.org/CreativeWork	Quads: 50,901,532 URLs: 3,927,315 Hosts: 7,621	http://schema.org/CreativeWork (6,113,042) http://schema.org/Person (1,384,495) http://schema.org/Offer (834,633) http://schema.org/Comment (553,373)	6,551 MB	schemaorgCreativeWork.nq.gz (sample)
http://schema.org/EducationalOrganization	Quads: 3,141,634 URLs: 105,687 Hosts: 1,048	http://schema.org/EducationalOrganization (182,619) http://schema.org/PostalAddress (157,648) http://schema.org/Person (101,636) http://schema.org/GeoCoordinates (66,373)	61 MB	schemaorgEducationalOrganization.nq.gz (sample)
http://schema.org/Event	Quads: 51,988,080 URLs: 873,695 Hosts: 12,746	http://schema.org/Event (4,833,993) http://schema.org/Place (2,573,623) http://schema.org/PostalAddress (2,542,054) http://schema.org/Person (859,660)	1,020 MB	schemaorgEvent.nq.gz (sample)
http://schema.org/GeoCoordinates	Quads: 278,920,851 URLs: 4,597,221 Hosts: 16,990	http://schema.org/GeoCoordinates (13,523,743) http://schema.org/PostalAddress (12,207,094) http://schema.org/Rating (6,921,210) http://schema.org/Review (4,958,743)	5,593 MB	schemaorgGeoCoordinates.nq.gz (sample)
http://schema.org/GovernmentOrganization	Quads: 217,491 URLs: 15,305 Hosts: 132	http://schema.org/GovernmentOrganization (26,503) http://schema.org/PostalAddress (10,493) http://schema.org/WebPage (2,552) http://schema.org/CreativeWork (2,200)	4 MB	schemaorgGovernmentOrganization.nq.gz (sample)
http://schema.org/Hospital	Quads: 4,677,848 URLs: 232,978 Hosts: 174	http://schema.org/PostalAddress (290,739) http://schema.org/Hospital (270,040) http://schema.org/Physician (194,614) http://schema.org/MedicalSpecialty (159,187)	98 MB	schemaorgHospital.nq.gz (sample)
http://schema.org/Hotel	Quads: 148,211,253 URLs: 3,136,152 Hosts: 5,337	http://schema.org/Rating (7,007,590) http://schema.org/Hotel (6,335,124) http://schema.org/Review (4,408,551) http://schema.org/AggregateRating (3,936,372)	2,994 MB	schemaorgHotel.nq.gz (sample)
http://schema.org/JobPosting	Quads: 234,475,135 URLs: 2,011,332 Hosts: 3,962	http://schema.org/JobPosting (22,804,279) http://schema.org/Place (16,321,339) http://schema.org/Organization (12,164,867) http://schema.org/Postaladdress (7,516,387)	5,078 MB	schemaorgJobPosting.nq.gz (sample)
http://schema.org/LakeBodyOfWater	Quads: 28,577 URLs: 506 Hosts: 10	http://schema.org/Product (876) http://schema.org/Offer (873) http://schema.org/ImageObject (630) http://schema.org/LakeBodyOfWater (531)	<1 MB	schemaorgLakeBodyOfWater.nq.gz (sample)
http://schema.org/LandmarksOrHistoricalBuildings	Quads: 188,690 URLs: 8,008 Hosts: 66	http://schema.org/GeoCoordinates (11,541) http://schema.org/LandmarksOrHistoricalBuildings (9,261) http://schema.org/Place (4,170) http://schema.org/Hotel (2,700)	4 MB	schemaorgLandmarksOrHistoricalBuildings.nq.gz (sample)
http://schema.org/Language	Quads: 68,015 URLs: 1,001 Hosts: 20	http://schema.org/PostalAddress (1,642) http://schema.org/openingHoursSpecification (1,288) http://schema.org/GeoCoordinates (1,272) http://schema.org/Language (1,118)	<1 MB	schemaorgLanguage.nq.gz (sample)
http://schema.org/Library	Quads: 611,570 URLs: 48,159 Hosts: 50	http://schema.org/Library (54,665) http://schema.org/PostalAddress (51,597) http://schema.org/ItemPage (2,255) http://schema.org/SearchResultsPage (672)	10 MB	schemaorgLibrary.nq.gz (sample)
http://schema.org/LocalBusiness	Quads: 327,712,127 URLs: 5,364,173 Hosts: 86,503	http://schema.org/LocalBusiness (20,193,868) http://schema.org/PostalAddress (16,188,664) http://schema.org/Rating (7,133,290) http://schema.org/Review (5,587,489)	6,322 MB	schemaorgLocalBusiness.nq.gz(sample)
http://schema.org/Mountain	Quads: 91,481 URLs: 996 Hosts: 13	http://schema.org/Mountain (8,654) http://schema.org/Review (2,208) http://schema.org/Offer (1,203) http://schema.org/Product (1,194)	1 MB	schemaorgMountain.nq.gz (sample)
http://schema.org/Movie	Quads: 76,586,127 URLs: 1,448,455 Hosts: 2,530	http://schema.org/Person (8,392,358) http://schema.org/Movie (3,540,733) http://schema.org/AggregateRating (1,102,964) http://schema.org/Review (488,243)	1,956 MB	schemaorgMovie.nq.gz (sample)
http://schema.org/Museum	Quads: 1,319,654 URLs: 6,968 Hosts: 43	http://schema.org/Painting (409,830) http://schema.org/Event (65,219) http://schema.org/Museum (8,544) http://schema.org/PostalAddress (7,382)	27 MB	schemaorgMuseum.nq.gz (sample)
http://schema.org/MusicAlbum	Quads: 54,046,120 URLs: 725,445 Hosts: 303	http://schema.org/MusicRecording (5,844,949) http://schema.org/MusicAlbum (3,220,725) http://schema.org/MusicGroup (582,132) http://www.schema.org/MusicGroup (192,120)	896 MB	schemaorgMusicAlbum.nq.gz (sample)
http://schema.org/MusicRecording	Quads: 101,809,348 URLs: 1,626,908 Hosts: 894	http://schema.org/MusicRecording (14,110,602) http://schema.org/MusicAlbum (2,215,977) http://schema.org/MusicGroup (1,731,286) http://www.schema.org/MusicGroup (260,414)	1,657 MB	schemaorgMusicRecording.nq.gz (sample)
http://schema.org/Offer	Quads: 2,336,061,281 URLs: 31,500,168 Hosts: 109,508	http://schema.org/Offer (236,634,256) http://schema.org/Product (177,715,471) http://schema.org/Organization (31,943,608) http://schema.org/AggregateRating (28,400,027)	49,564 MB	schemaorgOffer.nq.gz (sample)
http://schema.org/Organization	Quads: 1,323,680,882 URLs: 33,566,740 Hosts: 140,619	http://schema.org/Organization (100,053,752) http://schema.org/Product (34,982,791) http://schema.org/Offer (30,808,471) http://schema.org/AggregateRating (13,951,978)	33,068 MB	schemaorgOrganization.nq.gz (sample)
http://schema.org/Painting	Quads: 947,308 URLs: 10,193 Hosts: 59	http://schema.org/Painting (416,737) http://schema.org/PostalAddress (4,316) http://schema.org/Museum (4,314) http://schema.org/CreativeWork (3,329)	20 MB	schemaorgPainting.nq.gz (sample)
http://schema.org/Park	Quads: 76,018 URLs: 1,631 Hosts: 30	http://schema.org/Park (1,801) http://schema.org/ImageObject (1,750) http://schema.org/WebSite (1,532) http://schema.org/SearchAction (1,532)	1 MB	schemaorgPark.nq.gz (sample)
http://schema.org/Person	Quads: 1,004,736,308 URLs: 17,030,807 Hosts: 90,919	http://schema.org/Person (114,509,459) http://schema.org/ImageObject (11,712,302) http://schema.org/Offer (11,445,547) http://schema.org/Product (11,035,878)	38,691 MB	schemaorgPerson.nq.gz (sample)
http://schema.org/Place	Quads: 347,879,926 URLs: 4,426,745 Hosts: 13,212	http://schema.org/Place (29,367,577) http://schema.org/JobPosting (15,798,839) http://schema.org/Organization (10,346,618) http://schema.org/PostalAddress (9,335,721)	7,458 MB	schemaorgPlace.nq.gz (sample)
http://schema.org/PostalAddress	Quads: 776,573,609 URLs: 13,475,055 Hosts: 131,064	http://schema.org/PostalAddress (48,086,763) http://schema.org/LocalBusiness (16,641,260) http://schema.org/GeoCoordinates (12,345,942) http://schema.org/Place (9,071,774)	14,364 MB	schemaorgPostalAddress.nq.gz (sample)
http://schema.org/Product	Quads: 2,829,523,589 URLs: 48,314,143 Hosts: 104,118	http://schema.org/Product (287,815,069) http://schema.org/Offer (221,781,710) http://schema.org/AggregateRating (38,398,548) http://schema.org/Review (26,209,678)	62,179 MB	schemaorgProduct.nq.gz (sample)
http://schema.org/RadioStation	Quads: 814,912 URLs: 72,597 Hosts: 71	http://schema.org/RadioStation (96,649) http://schema.org/PostalAddress (87,527) http://schema.org/Review (18,534) http://schema.org/Rating (18,462)	15 MB	schemaorgRadioStation.nq.gz (sample)
http://schema.org/Recipe	Quads: 74,769,543 URLs: 1,627,496 Hosts: 12,593	http://schema.org/AggregateRating (2,123,757) http://schema.org/Recipe (2,025,713) http://schema.org/Review (1,894,721) http://schema.org/Rating (1,677,926)	2,016 MB	schemaorgRecipe.nq.gz (sample)
http://schema.org/Restaurant	Quads: 13,992,018 URLs: 340,365 Hosts: 5,079	http://schema.org/Restaurant (720,640) http://schema.org/PostalAddress (711,806) http://schema.org/Review (383,200) http://schema.org/Rating (302,915)	340 MB	schemaorgRestaurant.nq.gz (sample)
http://schema.org/RiverBodyOfWater	Quads: 26,993 URLs: 511 Hosts: 6	http://schema.org/Product (882) http://schema.org/Offer (882) http://schema.org/RiverBodyOfWater (536) http://schema.org/SearchAction (483)	<1 MB	schemaorgRiverBodyOfWater.nq.gz (sample)
http://schema.org/School	Quads: 7,790,963 URLs: 402,553 Hosts: 165	http://schema.org/School (668,207) http://schema.org/PostalAddress (662,128) http://www.schema.org/ProfilePage (205,517) http://schema.org/Review (97,478)	154 MB	schemaorgSchool.nq.gz (sample)
http://schema.org/Sculpture	Quads: 3,973 URLs: 378 Hosts: 13	http://schema.org/Sculpture (405) http://schema.org/CreativeWork (327) http://schema.org/Offer (37) http://schema.org/WebSite (22)	<1 MB	schemaorgSculpture.nq.gz (sample)
http://schema.org/SeaBodyOfWater	Quads: 123 URLs: 7 Hosts: 7	http://schema.org/OceanBodyOfWater (8) http://schema.org/SeaBodyOfWater (7) http://schema.org/BodyOfWater (4) http://schema.org/GeoCoordinates (3)	<1 MB	schemaorgSeaBodyOfWater.nq.gz (sample)
http://schema.org/ShoppingCenter	Quads: 389,023 URLs: 3,522 Hosts: 65	http://schema.org/ShoppingCenter (23,401) http://schema.org/PostalAddress (21,920) http://schema.org/ClothingStore (13,526) http://schema.org/Organization (7,066)	6 MB	schemaorgShoppingCenter.nq.gz (sample)
http://schema.org/SkiResort	Quads: 17,902 URLs: 2,466 Hosts: 48	http://schema.org/SkiResort (2,565) http://schema.org/Product (204) http://schema.org/Offer (203) http://schema.org/GeoCoordinates (175)	<1 MB	schemaorgSkiResort.nq.gz (sample)
http://schema.org/SportsEvent	Quads: 14,510,936 URLs: 91,104 Hosts: 441	http://schema.org/SportsEvent (577,286) http://schema.org/SportStat/GamesPlayed (364,238) http://schema.org/SportsAthlete/Soccer (364,238) http://schema.org/SportStat/Soccer/Goals (364,238)	220 MB	schemaorgSportsEvent.nq.gz (sample)
http://schema.org/SportsTeam	Quads: 2,866,521 URLs: 150,183 Hosts: 159	http://schema.org/Person (380,900) http://schema.org/SportsTeam (235,587) http://schema.org/Article (114,840) http://schema.org/StadiumOrArena (25,106)	54 MB	schemaorgSportsTeam.nq.gz (sample)
http://schema.org/StadiumOrArena	Quads: 428,744 URLs: 1,652 Hosts: 37	http://schema.org/SportsTeam (52,575) http://schema.org/StadiumOrArena (26,642) http://schema.org/SportsEvent/Match (13,570) http://schema.org/SportsEvent (12,517)	6 MB	schemaorgStadiumOrArena.nq.gz (sample)
http://schema.org/TVEpisode	Quads: 51,344,381 URLs: 465,265 Hosts: 258	http://schema.org/TVEpisode (4,781,619) http://schema.org/TVSeason (2,765,877) http://schema.org/Person (1,754,772) http://schema.org/TVSeries (357,805)	737 MB	schemaorgTVEpisode.nq.gz (sample)
http://schema.org/TelevisionStation	Quads: 39,052 URLs: 1,950 Hosts: 20	http://schema.org/TelevisionStation (7,565) http://schema.org/Review (446) http://schema.org/Rating (441) http://schema.org/ItemList (252)	1 MB	schemaorgTelevisionStation.nq.gz (sample)
http://schema.org/WebPage	Quads: 614,434,808 URLs: 43,487,808 Hosts: 193,278	http://schema.org/WebPage (51,756,968) http://schema.org/Person (14,325,400) http://schema.org/Rating (10,741,483) http://schema.org/UserComments (9,124,929)	21,459 MB	schemaorgWebPage.nq.gz (sample)
http://schema.org/BroadcastEvent	Quads: 83,950 URLs: 1,499 Hosts: 16	http://schema.org/TVEpisode (5,468) http://schema.org/TVSeries (2,983) http://schema.org/BroadcastService (2,894) http://schema.org/Person (2,155)	1 MB	schemaorgBroadcastEvent.nq.gz (sample)
http://schema.org/BusinessEvent	Quads: 312,556 URLs: 5,175 Hosts: 155	http://schema.org/PostalAddress (11,886) http://schema.org/Place (8,087) http://schema.org/Article (2,964) http://schema.org/Person (2,812)	7 MB	schemaorgBusinessEvent.nq.gz (sample)
http://schema.org/ChildrensEvent	Quads: 786,265 URLs: 931 Hosts: 34	http://schema.org/Offer (44,457) http://schema.org/Event (38,148) http://schema.org/ (16,145) http://schema.org/FoodEvent (6,132)	16 MB	schemaorgChildrensEvent.nq.gz (sample)
http://schema.org/ComedyEvent	Quads: 1,331,612 URLs: 1,676 Hosts: 31	http://schema.org/PostalAddress (85,391) http://schema.org/Place (79,656) http://schema.org/Offer (32,453) http://schema.org/Event (16,725)	21 MB	schemaorgComedyEvent.nq.gz (sample)
http://schema.org/DanceEvent	Quads: 654,095 URLs: 13,521 Hosts: 42	http://schema.org/Offer (37,149) http://schema.org/Event (29,720) http://schema.org/MusicEvent (5,093) http://schema.org/FoodEvent (4,976)	14 MB	schemaorgDanceEvent.nq.gz (sample)
http://schema.org/EducationEvent	Quads: 3,316,247 URLs: 19,673	http://www.schema.org/Person (220,296) http://schema.org/EducationalOrganization (36,492) http://schema.org/PostalAddress (35,228) http://schema.org/Place (34,758)	61 MB	schemaorgEducationEvent.nq.gz (sample)
http://schema.org/Festival	Quads: 799,479 URLs: 2,336 Hosts: 118	http://schema.org/Offer (29,582) http://schema.org/PostalAddress (28,385) http://schema.org/MusicEvent (26,143) http://schema.org/Place (24,412)	15 MB	schemaorgFestival.nq.gz (sample)
http://schema.org/FoodEvent	Quads: 725,302 URLs: 560 Hosts: 36	http://schema.org/Offer (51,821) http://schema.org/MusicEvent (7,472) http://schema.org/SocialEvent (6,007) http://schema.org/ChildrensEvent (3,083)	15 MB	schemaorgFoodEvent.nq.gz (sample)
http://schema.org/LiteraryEvent	Quads: 107,642 URLs: 143 Hosts: 19	http://schema.org/PostalAddress (4,946) http://schema.org/GeoCoordinates (4,765) http://schema.org/EventVenue (4,750) http://schema.org/MusicEvent (3,176)	2 MB	schemaorgLiteraryEvent.nq.gz (sample)
http://schema.org/MusicEvent	Quads: 11,063,503 URLs: 33,000 Hosts: 288	http://schema.org/PostalAddress (847,827) http://schema.org/Place (548,826) http://schema.org/Person (346,446) http://schema.org/Event (43,084)	163 MB	schemaorgMusicEvent.nq.gz (sample)
http://schema.org/SaleEvent	Quads: 419,236 URLs: 629 Hosts: 56	http://schema.org/Offer (27,838) http://schema.org/Event (18,595) http://schema.org/MusicEvent (5,298) http://schema.org/SocialEvent (4,683)	8 MB	schemaorgSaleEvent.nq.gz (sample)
http://schema.org/SocialEvent	Quads: 794,319 URLs: 1,218 Hosts: 67	http://schema.org/Offer (53,152) http://schema.org/Event (39,390) http://schema.org/MusicEvent (10,023) http://schema.org/FoodEvent (7,248)	17 MB	schemaorgSocialEvent.nq.gz (sample)
http://schema.org/TheaterEvent	Quads: 11,415,646 URLs: 99,398 Hosts: 99	http://schema.org/Movie (415,484) http://schema.org/AggregateRating (415,481) http://schema.org/PostalAddress (132,424) http://schema.org/MovieTheater (43,669)	245 MB	schemaorgTheaterEvent.nq.gz (sample)
http://schema.org/VisualArtsEvent	Quads: 539,571 URLs: 814 Hosts: 57	http://schema.org/Offer (38,225) http://schema.org/Event (30,393) http://schema.org/MusicEvent (4,692) http://schema.org/FoodEvent (4,467)	12 MB	schemaorgVisualArtsEvent.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 Github repository. For more information about the framework and a detailed description how to run a own extraction visit the framework page.

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