Understanding Tables on the Web

Overview | Understanding Process | Application Snapshot | Experiment

• Top 20 seed concept-attribute derived from "what is the of" and infobox:

academic institutions	actors	airlines	albums	awards	basketball players	beers	celebrities	chemical elements	cities
director	birthdate	website	name	name	league	name	name		population
president	name	headquarters	genre	purpose	nationality	value	occupation		longd
name	birthplace	iata	producer	value	height in	owner	birthdate		latd
head	yearsactive	callsign	label	director	highschool	status	date of birth		name
city	occupation	airline	artist	recipient	number	location	place of birth		website
dean	birthname	founded	cover	winner	team	abv	birthplace		population total
state	spouse	icao	length	point	weight lb	origin	short description		longm
endowment	date of birth	fleet size	released	subject	position	logo	birthname		latm
established	place of birth	destinations	type	cost	salary	year	yearsactive		population as of
type	short description	key people	this album	first recipient	height ft	type	spouse		longew
campus	alternative names	logo	last album	status	birth place	alcohol content	id		latns
faculty	id	hubs	next album	son	career start	website	alternative names		subdivision type
website	title	logo size	recorded	chairman	awards	country	title		subdivision name
students	deathdate	frequent flyer	reviews	size	birth date	title	birth name		image skyline
colors	deathplace	parent	title	title	college	population	genre		official name
title	date of death	name	language	website	draft year	history	years active		timezone
purpose	place of death	company slogan	filename	type	former teams	date	background		utc offset
country	website	lounge	description	producer	draft	industry	born		leader title
chair	location	focus cities	purpose	meaning	draft team	homepage	label		area total km
usnwr eng	domesticpartner	alliance	music	future		shelf life	birth date		leader name

• companies	countries	currencies	file formats	films	football clubs	fruits	guitarists	holidays	infectious diseases
  foundation	capital	value	name	name	manager	name	name	date	name
  homepage	population	symbol	genre	language	brother	familia	born	significance	diseases db
  industry	name	issuing authority website	purpose	director	point	regnum	genre	holiday name	emedicine topic
  company name	president	iso code	extension	writer	name	ordo	instrument	meaning	emedicine subj
  key people	role	issuing authority	role	starring	coach	genus	background	type	impact
  location	currency	inflation rate	owner	runtime	main rival	species	years active	observedby	mesh id
  company type	image flag	subunit name	mime	producer	last english manager	kj	notable instruments	purpose	effect
  products	leader title	subunit ratio	use	distributor	captain	fat	associated acts	relatedto	medlineplus
  company logo	title	name	future	released	principal sponsor	protein	occupation	celebrations	cause
  num employees	leader name	inflation source date	screenshot	music	date	sugars	label	name	risk
  name	common name	nickname	point	title	metric first	right	url	origin	prevalence
  revenue	longd	future	website	cinematography	width	vitc mg	birth name	history	purpose
  net income	latd	role	license	editing	nickname	iron mg	died	nickname	history
  location city	longm	used banknotes	uniform type	id	official name	carbs	short description	observances	treatment
  type	latm	currency name in local	developer	country	parish church	binomial	date of birth	point	role
  location country	government type	price	latest release version	budget	people	binomial authority	place of birth	celebration	familia
  founder	demonym	mint	status	gross	leader name	source usda	alias	best part	genus
  operating income	latns	mint website	source	imdb id	leader name	unranked classis	title	long type	definition
  company slogan	longew	printer	version	studio	leader title	unranked ordo	id	real meaning	virus group
  logo	national anthem	location	operating system	genre	local and supralocal identity	classis	alternative names	last day	status

• newspapers	operating systems	planets	politicians	programming languages	religions	scientists	songs	sports leagues	video games
  editor	name	name	name	name	founder	name	name	value	title
  name	license	mass	party	future	role	birth date	artist	commissioner	developer
  type	family	surface	term start	purpose	purpose	birth place	genre	future	publisher
  owners	source model	diameter	term end	latest release version	meaning	known for	label	size	genre
  headquarters	developer	period	religion	status	name	alma mater	released	history	name
  website	working state	temperature	title	developer	essence	date of birth	length	face	platforms
  format	kernel type	size	birth date	role	future	short description	writer	average salary	released
  foundation	screenshot	composition	spouse	paradigm	history	place of birth	producer	mvp	media
  circulation	logo	atmosphere	years	designer	nature	nationality	cover	biggest surprise	input
  publisher	frequently updated	density	birth place	use	origin	death date	format	laughing stock	modes
  issn	website	nature	alma mater	operating system	basis	death place	recorded	king	first release date
  language	status	eccentricity	predecessor	version	goal	date of death	this single	name	first release version
  price	future	escape velocity	successor	year	position	place of death	next single	son	point
  political	latest version	radius	date of birth	typing	definition	field	title	goal	latest release date
  logo	ui	volume	place of birth	implementations	relationship	residence	last single	game	creator
  role	advantage	arg peri	before	logo	impact	workplaces	from album	diameter	type
  purpose	architecture	inclination	after	website	point	fields	b-side	champion	designer
  owner	history	circumference	short description	influenced	place	title	years	rest	latest release version
  founder	supported platforms	origin	signature	genre	significance	religion	before	talk	series
  cost	latest release version	son	order	point	source	doctoral advisor	after	purpose	website

• Top 20 new concept-entity derived from Web tables:

academic institutions	actors	airlines	albums	awards	basketball players	beers	celebrities	chemical elements	cities
Penn	Catherine Zeta-Jones	Garuda Indonesia		Best Supporting Actor		Michelob Ultra	Robert Downey	Zn	S?o Paulo
UPenn	Andy Serkis	SkyWest Airlines		Best Costume Design		Magners Irish Cider	Gene Hackman	Ra	Orange County
PENN	Billy Crudup	Alaska and also Horizon		Best Supporting Actress		Boddingtons Pub Ale	Christian Bale	Mn	Washington, DC
Kellogg	Dwayne Johnson	Alaskan		Best Dramatic Score		Sierra Nevada Pale Ale	Clive Owen	K	Düsseldorf
Chicago	Cast of Desperate Housewives	USA 3000		Best New Director		Sam Adams Lager	J-Lo	Type	Fairfield County
Navy	Grey's Anatomy cast	Total		Best Foreign Language Film		Milwaukee's Best	Delta Goodrem	W	Lilongwe
Texas	Ray Milland	Swiss International Airlines		Best Writing		Miller High Lite	Billie Holiday	Cl	Washington, D.C
College Football	Jerry Seinfeld	Saudi Arabian		Best Documentary		Brand	Daniel Day-Lewis	Be	North Las Vegas
University of Wisconsin	Patrick Dempsey	Horizon Air		Best Art Direction			Steve Carell		Hialeah
U.S. Naval Academy	Julie Christie	Canadian Airlines		Best Score			Shia LaBeouf		Chesapeake
University of Washington	Cuba Gooding, Jr	Reno Air		Best Short Subjects			Vince Vaughn		Düsseldorf
Cornell NY	Renée Zellweger	Virgin Atlantic Airlines		Best Foreign Film			Dwayne Johnson		Nashville-Davidson
Columbia NY	Gene Wilder	SAS Scandinavian Airlines		Best British Picture			Philip Seymour Hoffman		CITY
Wild Card U	Robert Lindsay	JAL Japan Airlines					Renée Zellweger		Great Falls
Stevens	Peter Weller	China Southern Airlines 1					Dr. Phil McGraw		Panama
Virginia	Lillian Gish	Horizon Airlines					Various		Bahrain
Colgate University	Ellen Page	Air Southwest					Grey's Anatomy cast		Bandar Seri Begawan
Harvard University	Tyler Perry	Emirates UK					Cast of Desperate Housewives		Terre Haute
Hobart College	Woody Allen	Malev - Hungarian Airlines					Olivia Newton John		Long Island
Fordham	Joaquin Phoenix	U.S. Airways					Boner		Nassau

• companies	countries	currencies	file formats	films	football clubs	fruits	guitarists	holidays	infectious diseases
  Blackberry	Saint Vincent and the Grenadines	SAR	M2TS	X-Files	Stoke City	Lime	Joe Perry	Martin Luther King, Jr. Day	Tuberculosis
  Fujitsu Siemens	Cote D'ivoire	MXD	FH9	E.T.: The Extra-Terrestrial	Fulham	Grapes	Brian Setzer Orchestra	Daylight Savings Ends	Rabies
  Others	Korea, South	Currency	OpenEXR	Snow White and the Seven Dwarfs	West Bromwich Albion	Fig	Radwan Hoteit	Daylight Savings Begins	Japanese Encephalitis
  Altria Group	Macau SAR	BND	HDP	The Lord of the Rings: The Return of the King	Charlton Athletic	Date		Day After Thanksgiving	Tetanus-diphtheria
  Walt Disney Co	China, Peoples Republic of	KRW	XBM	L.A. Confidential	Middlesbrough	Grape		Day after Thanksgiving	Tetanus
  Marlboro	Democratic Republic of the Congo	HRK	XWD	Dial M for Murder	England	Star Fruit		Club Employee Holiday Celebration	Meningitis
  Linux	Democratic People's Republic of Korea	EGP	WSQ	Mission: Impossible	Sevilla	Tomato		In observance of Independence Day	Varicella
  Deere	Khmer Republic	ILS	PDF Reader	The Da Vinci Code and Angels & Demons , often called the Dan Brown saga	Portsmouth	Cucumber		Martin Luther King Jr Day
  Alpine	World Total	Total	JPE	Terminator 2: Judgment Day	Man Utd	Gooseberry		Martin Luther King Jr. Birthday
  Forest Laboratories	Middle East - North Africa	Others	Photoshop PSD	All Quiet on the Western Front	Bolton	Dates		Martin Luther King, Jr Day
  Bank of America Corp	D. R. Congo	JPN	DVR-MS	A Simple Plan	Wigan Athletic	Pink Grape		Christmas Holiday
  HP/Compaq	Republic of the Congo	KWD	M4V	Aliens	Ipswich Town	Cocktail		New Year's Eve Day
  Baxter International	Tajikstan	AUS	Total	The Incredible Hulk	Man City	Other Fruits		Winter Holiday
  Valero Energy	C?te d’Ivoire	SIT	VCD	Good Morning, Vietnam	Swindon Town	Chashwanut		M. L. King Jr's Birthday
  Altria	Norfolk Island	BAM	tar	One Flew Over the Cuckoo's Nest	Burnley	Areconut		Dr. Martin Luther King, Jr. Day
  Guardian	Bosnia/ Herzegovina	BGN	Get	Private Benjamin	Birmingham	Litchi		Martin Luther King Jr.'s Birthday
  PSA Peugeot Citroën	Kirghyzstan	JPY100	ABC	Affliction	Wolverhampton Wanderers	Custard apple		Independance Day
  U.S. Bancorp	Former Yugoslav Republic of Macedonia	Zar	WAV, WAVE	The Hunchback of Notre Dame	Valencia	Lytchee		Inauguration Day
  Emirates	Serbia and Montenegro	CFA	Unknown	On Golden Pond	Lyon	Mosambi		Martin Luther King, Jr.'s Birthday
  Nippon Telegraph and Telephone	Serbia & Montenegro	TWI	EXIF	Monsters, Inc	Fiorentina	Passion Fruit		Lincoln's Birthday

• newspapers	operating systems	planets	politicians	programming languages	religions	scientists	songs	sports leagues	video games
  The Plain Dealer	n/a	Ganymede	George H.W. Bush	C	non-Religious/other	Ptolemaeus	Voodoo Child	Major League Soccer	PlayStation 2
  News Of The World	Other OSes	Asteroid Belt	Wesley Clark	XML Schema	Animist, others		All Along the Watchtower	AFL	DS
  TOTAL	Unknown Platform	Planet	Ford	XSL Transformation	Others		The Old Man		XBOX360
  Atlanta Constitution-Journal	Windows	True Node	Uncommitted	DOS batch script	Chinese religions		Convoy		X360
  Newark Star-Ledger	HP-UX	North Node	Unsure	Make	Traditional ethnic		He		Nintendo 64
  Politico	Windows 2003	Asteroids	Richardson	shell script	Other		They		Nintendo DSi
  San Diego Union-Tribune	Unknown	Planet V	Field	C/C	Religion not stated		In My Life		DSL
  TLS	Not Applicable	Saturn's Rings	Dennis J. Kucinich	MetaFont	Total population		We Can Work It Out		Playstation 2
  People	MacOS	Ceres	Total	Haml	Total		Hurricane
  The NY Times Book Rev	SunOS	Earth , Terra , Tellus , World	Undecided	TeX/LaTeX	Other religions		Heroes
  The People	Windows Server 2003	Moon	Democrats	ClearSilver	non-Religious		Superstition
  L.A. Weekly	Windows 95	Stars	Republicans	Smarty	Ethnic religions		O Come All Ye Faithful
  San Jose Mercury-News	Other Operating system	Rahu , Ketu	Frank Lynch	MXML	Spiritist		She's Leaving Home
  Times	iPhone OS	The Moon	Michael Dukakis	Total	Non Religious		Here, There and Everywhere
  FT	Total	Proxima Centauri	Tom Vilsack	C++	Evangelical Church in Germany		Within You, Without You / Blue Jay Way
  The Spectator	Windows 2K	Asc	Sam Brownback	Autoconf	Percent Religious		What Child Is This
  Philadephia Inquirer	SGI IRIX	Star	G.W. Bush	PL/I	Eastern		Away In a Manger
  WashingtonPost.com	HPUX	Galaxy	G.H.W. Bush	Vim Script	No religion		O Come O Come Emmanuel
  Globe and Mail	Windows ME	Node	Tommy Thompson	Automake	Christian not included elsewhere		May It Be
  Daily Sport	Apple Mac OS X	Apollo	Tom Tancredo	Photoshop	Christian Orthodox		The Voice

• Top 20 new concept-attribute derived from Web tables:

academic institutions	actors	airlines	albums	awards	basketball players	beers	celebrities	chemical elements	cities
team name	hair color	lax terminal	recorded at	branch of art	sa	price	hair color		contact detail
conference	star sign	base	release	valid range	bear		in this photo		county
fax number	height	remark	style	default	height		die		estimate
hobby	age	airline found	rate	since	weight		star sign		weather
hometown	celebrity index	phone	cat	quote	analyse		ethnicity		discipline
date	category	found	purchase	death	hou		character history		international
zip / postal code	rate this date	destination	review date	birth	round		claim to fame		national day
gr	claim to fame	web site	literature reference	cart	school/club team		age		distance from minneapolis
st	real name	offical website	number of track	mail address	pick		rate this date		city/state
call no	cause of death	terminal	cddb entry revision	dropped by	game		celebrity index		alternate name
copy	location of death	contact phone no	material	zone	ppg		fan mail		club color
zip	eye color	note	track	faculty/unit	apg		sign		found
name of office	die	international	dl link	zip code	rpg		variant name		full name
co-authors/ co-presenters	profession	rate	comment	ende			eye color		languages speak
day and time	ethnicity	iata code	catalog	vol			famous as		vicariate
room	birth	code	fit note	job status		associationname		measurement
name – last, first	known for	tel	buy now	spell tought			celebrity status		skipper
language	death	prefix	armor set	sim			death		total household
venue	country of birth	check-in row	info	slurl			birth		rts receive
topic	in this photo	operating hour	availability	title of film			cause of death		rts make

• companies	countries	currencies	file formats	films	football clubs	fruits	guitarists	holidays	infectious diseases
  username	gdp per caput	code	last modify	cast	stadium capacity		certificate	venue
  avatar	internet tld	mid-rate	last update	product type	stadium		release	time
  job title	national day	conversion rate	file type	actor	safety rate		price	room rate
  rank	source of information	unit	application	running time	note		bear	instructor
  application name	electricity	sell	text	user credit	opposition		length	day of week
  irc	surface	select currency area	instruction	team			package	start time
  project carried out by	human development	delivery frequence	control	urs egger			collection status	day of the week
  real name	gdp pr. caput	license	isbn	institute			index	opening hour
  latijns	short name	link	downloads	release			known for	where
  biography	fips code	old weight	require	image			birth	remark
  institution	iso code	new weight	code set	edit			site	observed in
  current version	economy overview	security type	denotation	award			tooltip	best rate
  sym	legal system	exchange/market	flag	color				day observe
  incorporation year	web domain	calculator	os type	audience rate				service
  caps rank	phone code	rel to cat	change note	model				rule type
  time frame	weights and measure	upgrade price	tel. no	file name				detail
  technology domain	language development	interaction view	specialization	region				event
  organization size	language us		call sign	vhs/dvd				update
  site / url	goverment type		clipboard type identifiers	in this photo				created by
  fund	gdp ppp 2007		picture size					observance day

• newspapers	operating systems	planets	politicians	programming languages	religions	scientists	songs	sports leagues	video games
  sector	company / developer	semi-major axis	dist	supported databases	congregation	variant name	in collection		release date
  found	feature	masse	riding as leader	denotation	religious text	biography	official site		release
  industry	latest stable release	orbital eccentricity	gender	code set	divine entity	handicap	radar		ean
  isbn number	default user interface	orbital distance	amount	interaction view	geographical area	topic	remixes		msrp
  file	supported platform	obliquity	date give	stable release	polity	complete	release		category
  published by	development status	material	since	application category	separated from	birth middle name	no		certificate
  target group	official website	length of day	vote	hardware	known for	birth	play		of player
  subscription	translation	tropical orbital period	dob	package	association	death	comp		update
  cover price	requirement	average orbital velocity	location of birth	proficiency	monthly	marital status	comment		sub genre
  issues/year	product url	ring	votes cast	page	ende		catalog		player
  market	faith	mean orbital distance	vote count	other	vol		find on amazon		multiplayer support
  web address	birth	number of moon	elect	priority	zodiac sign		buy		link
  publication	organizational membership	absolute magnitude	birth	assigned to	many god		username		reviewer
  	education	year discover	pct		last reply		dl link		gamespy score
  	professional experience	orbital distance from the sun	eye color		branched from		special guest		esrb
  	hardware	price	star sign		reference		show		number of player
  	market	in reply to	attention		chip time		lyrics and chord		comment
  	product web site	optional link	change to previous week		div place		track		contact
  	previous version	object description	web site		languages speak		debut		esrb rate
  		email	e-mail		civil status		year of release		online