We are pleased to announce a new release of host-level and domain-level web graphs based on the published crawls of February, March and April 2019. Additional information about the data formats, the processing pipeline, our objectives, and credits can be found in the announcements of prior webgraph releases (e.g., Nov/Dec/Jan 2017-2018 Webgraphs). You may also visit the projects cc-webgraph and cc-pyspark which host all scripts and tools required to construct the graphs.

What’s new?

The software which builds the graph from WAT and WARC files has been extended to extract more links from the HTML <head> element:

  • more links are taken from <metadata> elements, e.g, the thumbnail meta name, Open Graph or twitter:* properties
  • links from <script> elements are now included

Note that previous web graph releases already include all kinds of links: not only <a href="..."> but also links to images and multi-media content, links from <form> elements, canonical links, and many more.

While the domain-level graph shows almost the same size and metrics as the previous one released three months ago, the host-level graph has increased in size by 85 million nodes but is less densely connected. The growth in the number of nodes is mainly caused by a link spam cluster of 190 million hosts distributed over 15k domains. Thanks to the webgraph these domains (e.g., 24340.tw) are detected and the crawler is advised not to visit them again.

Host-level graph

The graph consists of 492 million nodes and 3.0 billion edges and includes dangling nodes i.e. hosts that have not been crawled yet are pointed to from a link on a crawled page. There are 426 million dangling nodes (87%) and the largest strongly connected component contains 52 million (10.5%) nodes.

You can download the graph and the ranks of all 492 million hosts from AWS S3 on the path s3://commoncrawl/projects/hyperlinkgraph/cc-main-2019-feb-mar-apr/host/. Alternatively, you can use https://commoncrawl.s3.amazonaws.com/projects/hyperlinkgraph/cc-main-2019-feb-mar-apr/host/ as prefix to access the files from everywhere.

Download files of the Common Crawl Feb/Mar/Apr 2019 host-level webgraph

SizeFileDescription
3.36 GBcc-main-2018-19-nov-dec-jan-host-vertices.paths.gznodes ⟨id, rev host⟩, paths of 28 vertices files
14.40 GBcc-main-2018-19-nov-dec-jan-host-edges.paths.gzedges ⟨from_id, to_id⟩, paths of 56 edges files
6.33 GBcc-main-2018-19-nov-dec-jan-host.graphgraph in BVGraph format
2 kBcc-main-2018-19-nov-dec-jan-host.properties
7.02 GBcc-main-2018-19-nov-dec-jan-host-t.graphtranspose of the graph (outlinks inverted to inlinks)
2 kBcc-main-2018-19-nov-dec-jan-host-t.properties
1 kBcc-main-2018-19-nov-dec-jan-host.statsWebGraph statistics
7.85 GBcc-main-2018-19-nov-dec-jan-host-ranks.txt.gzharmonic centrality and pagerank

Note that the host names are reversed and a leading www. is stripped: www.subdomain.example.com becomes com.example.subdomain.

Domain-level graph

The domain graph was built by aggregating the host graph on the level of pay-level domains (PLDs) based on the public suffix list maintained on publicsuffix.org.

The domain-level graph has 91 million nodes and 1.89 billion edges. 51% or 46 million nodes are dangling nodes, the largest strongly connected component covers 38 million or 42% of the nodes.

All files related to the domain graph are available on AWS S3 under s3://commoncrawl/projects/hyperlinkgraph/cc-main-2019-feb-mar-apr/domain/ resp. https://commoncrawl.s3.amazonaws.com/projects/hyperlinkgraph/cc-main-2019-feb-mar-apr/domain/.

Download files of the Common Crawl Feb/Mar/Apr 2019 domain-level webgraph

SizeFileDescription
0.63 GBcc-main-2019-feb-mar-apr-domain-vertices.txt.gznodes ⟨id, rev domain, num hosts⟩
7.48 GBcc-main-2019-feb-mar-apr-domain-edges.txt.gzedges ⟨from_id, to_id⟩
4.01 GBcc-main-2019-feb-mar-apr-domain.graphgraph in BVGraph format
2 kBcc-main-2019-feb-mar-apr-domain.properties
4.02 GBcc-main-2019-feb-mar-apr-domain-t.graphtranspose of the graph
2 kBcc-main-2019-feb-mar-apr-domain-t.properties
1 kBcc-main-2019-feb-mar-apr-domain.statsWebGraph statistics
1.98 GBcc-main-2019-feb-mar-apr-domain-ranks.txt.gzharmonic centrality and pagerank

Below you’ll find the top 1000 domains ranked by Harmonic Centrality or PageRank. The full list of all 90 million domain ranks is available for download.

Top 1000 domains ranked by harmonic centrality (Feb/Mar/Apr 2019)

harmonic
centrality
rank
hc valuepage rankpage rank
value
reversed hostname
12909644410.020470com.googleapis
22800798230.012308com.facebook
32680149420.013202com.google
42486204240.006929com.twitter
52469642850.006794com.youtube
62417404860.006211org.w
72232517690.003651com.instagram
82227754670.004565org.gmpg
921663616130.002903com.linkedin
102125374080.003880com.googletagmanager
1120994008220.001629com.gravatar
1220770844110.003144com.cloudflare
1320763426120.002915org.wordpress
1420723350150.002103com.wordpress
1520597380190.001856com.pinterest
1620589106260.001344org.wikipedia
1720538196140.002455com.bootstrapcdn
1820340120180.001857com.apple
1920168332280.001208com.vimeo
2020100244400.000945com.blogspot
2120076842210.001721com.jquery
2219900496440.000861gl.goo
2319874514490.000756be.youtu
2419845858240.001528com.adobe
2519808478270.001240com.microsoft
2619798758500.000749com.amazon
2719710384600.000607com.tumblr
2819689216530.000667com.wp
2919584236340.001016com.amazonaws
3019567898250.001456com.macromedia
3119563206880.000433com.yahoo
3219557094510.000734com.flickr
3319526652420.000880com.google-analytics
3419499686800.000502ly.bit
3519489648320.001034com.googlesyndication
3619472580620.000580org.mozilla
3719466578230.001557com.gstatic
3819459466310.001093net.cloudfront
3919428390200.001823com.github
4019302390660.000558me.wp
4119278286390.000949net.doubleclick
4219253848460.000802com.paypal
4319222312990.000316com.googleusercontent
4419214440820.000487com.medium
4519194374410.000882com.squarespace
4619181944850.000440com.weebly
4719164390790.000520org.w3
48191628801270.000234com.nytimes
4919140860860.000440io.github
50191386961020.000307com.reddit
5119125448920.000375org.creativecommons
52190520881540.000166net.slideshare
53190501261620.000162com.theguardian
54190479641390.000189com.imgur
5519010700570.000626com.bing
56190078041360.000202com.forbes
57189750241660.000158net.sourceforge
58189693442170.000110com.businessinsider
5918964518640.000566org.schema
60189305622020.000115com.myspace
61189294121610.000162com.blogger
62189290982060.000113com.techcrunch
63189290961880.000132com.android
64189077161010.000313com.mailchimp
65188870382510.000097com.tinyurl
6618886912540.000649com.baidu
67188815982490.000098com.wired
6818879314910.000411de.google
69188721463540.000068com.photobucket
70188700821820.000140com.stackoverflow
71188447181000.000316org.ampproject
7218842202380.000953org.apache
73188292062660.000090com.bbc
74188242021030.000307com.shopify
75188214923610.000068com.quora
76188183043150.000076com.appspot
7718801506370.000974com.fontawesome
78187978721130.000275com.ytimg
7918796778360.000976com.addthis
80187760402090.000112com.oracle
81187664845580.000045org.chromium
82187614663530.000069com.googleblog
83187537183800.000064com.theverge
84187287225260.000047org.ieee
85187261665100.000048edu.washington
86187248984620.000053com.economist
8718724374960.000330com.statcounter
8818720414980.000317com.soundcloud
89187173401510.000171org.ietf
90187140605530.000046edu.yale
91187063623190.000075com.githubusercontent
92187032143000.000078com.ted
9318695606610.000589eu.europa
94186945324410.000056com.venturebeat
95186918882350.000103com.hubspot
96186885426550.000043com.tinypic
97186802521440.000180com.spotify
98186737381410.000185com.yelp
99186718301330.000213com.issuu
100186625163950.000063com.cisco
10118657986930.000354co.t
10218652360950.000340com.sharethis
103186484404380.000056com.deviantart
104186449447020.000040edu.princeton
105186440362650.000090com.sciencedirect
106186357323600.000068me.about
107186317104600.000053org.arxiv
108186276502790.000086org.npr
109186158441790.000141org.wikimedia
110186085307510.000038google.blog
111186064023410.000071com.theatlantic
112185968923450.000071com.mozilla
113185925025720.000044edu.ucla
114185879044540.000054com.mysql
115185844161340.000211com.dropbox
116185818909630.000033com.jetbrains
117185793861210.000250com.whatsapp
118185766762940.000081com.example
11918575790810.000499net.jsdelivr
120185748122710.000089com.fastcompany
121185670243310.000072com.typeform
122185604724000.000062com.zdnet
123185564064680.000052com.wikihow
12418554544300.001112ru.yandex
125185527845400.000046com.thenextweb
126185516785020.000049com.git-scm
1271855082410630.000030com.chrome
128185466501690.000156com.salesforce
129185429823750.000065uk.co.blogspot
130185377704430.000055com.about
131185356581170.000263org.networkadvertising
132185356084880.000050com.pixabay
133185260842120.000112com.dribbble
134185257902010.000116com.stumbleupon
1351852465814340.000021com.diigo
136185093344990.000049com.ubuntu
137185019307410.000038org.eclipse
138184975965050.000049com.slate
139184972522080.000112com.googlecode
14018490168580.000611com.wix
141184866044250.000058com.moz
142184811861910.000127com.cnn
143184754721220.000242com.stripe
144184754241810.000141uk.co.bbc
145184643406520.000043com.stackexchange
146184628643690.000066com.entrepreneur
147184589602750.000087com.nbcnews
148184533762530.000095gov.ca
149184445045950.000044com.withgoogle
150184404305180.000048com.qz
151184394145420.000046com.trello
152184298922140.000111edu.stanford
1531842623810710.000030edu.illinois
1541842482410400.000030edu.gatech
155184242902930.000081com.foursquare
1561842171815090.000020org.wikibooks
157184181785730.000044com.searchengineland
158184174205160.000048com.unity3d
159184147686700.000042org.sciencemag
160184120402670.000090com.npmjs
161184016684630.000053gov.loc
162183978569260.000034com.sap
16318397328160.002068com.wixstatic
1641839622410970.000029edu.rutgers
165183942701560.000165org.bbb
166183929542130.000111es.google
167183926826610.000042com.variety
168183912961550.000166com.twimg
169183819365380.000046com.libsyn
170183803405460.000046com.evernote
171183800641740.000152com.imdb
172183788962110.000112com.wsj
17318377090330.001018net.fbcdn
174183731241420.000185gov.privacyshield
175183691367050.000040com.techtarget
17618368040450.000851com.fb
1771836597811900.000026edu.utah
178183659601460.000180org.archive
179183654863770.000065com.getpocket
180183585924390.000056gov.fda
181183574821940.000125com.optimizely
182183505424190.000060au.com.google
183183462469040.000034com.econsultancy
184183461302100.000112net.windows
1851834586013150.000024com.douban
186183451484490.000055org.freecodecamp
1871833827413210.000023com.discogs
188183381746130.000043uk.ac.ox
1891833578010190.000031com.nike
1901833267812070.000026org.tensorflow
19118325660750.000531com.vk
192183248042870.000082edu.mit
193183239089530.000033com.buffer
1941832365412030.000026com.aljazeera
1951832118411330.000028ca.utoronto
196183179828130.000036com.netlify
1971831589410790.000030com.nvidia
198183142545310.000047net.azurewebsites
199183116123500.000069com.msn
200183107489840.000032org.kernel
2011830706411230.000028it.scoop
20218305946940.000346com.paypalobjects
203182991787230.000039com.indeed
204182988708070.000036com.mixcloud
205182965842360.000103com.live
2061829111611210.000028org.postgresql
207182890648100.000036com.neilpatel
208182805403650.000067com.discordapp
2091826930012170.000026ms.1drv
210182691469420.000034com.business2community
211182676223030.000078com.reuters
212182661663890.000064gov.nasa
2131826334414520.000021com.makeuseof
214182618801530.000168gov.nih
215182616604440.000055com.udacity
2161825726212890.000024com.hostgator
217182539949960.000032com.chron
218182524162640.000091com.ibm
2191824336610240.000031com.socialmediaexaminer
2201824059411260.000028com.trendmicro
221182380162030.000114com.washingtonpost
2221823694811170.000028com.computerworld
223182351545680.000045com.images-amazon
224182325441800.000141com.etsy
2251823129213400.000023io.itch
226182262267730.000037co.g
2271821810412060.000026edu.osu
228182150609680.000033com.yoast
2291821167012770.000024com.hbo
230182103261900.000130com.ebay
231182084883040.000077com.cnet
232182075422910.000082edu.harvard
2331820731217660.000017com.pearltrees
234182063949560.000033com.mediafire
235182060367150.000039site.business
23618201166560.000629net.akamaihd
2371820005410550.000030com.healthline
238181984904830.000051com.usnews
239181966621960.000120com.huffingtonpost
2401819255411440.000027com.bustle
2411819024210010.000032com.me
242181880005570.000045org.d3js
243181860741650.000159com.eventbrite
24418185850870.000437com.list-manage
2451818573017370.000018com.panoramio
246181844503840.000064com.mashable
247181817124650.000053edu.berkeley
248181811048030.000036co.ibb
249181807962770.000087com.bloomberg
250181779227600.000037com.adjust
251181770088220.000036com.ecwid
252181740043490.000070com.mapbox
253181721948910.000034gov.wa
2541817215210280.000031org.aarp
2551817022411580.000027edu.brookings
256181695021920.000127org.iana
2571816577212500.000025com.dw
2581816565412450.000025com.medicalnewstoday
259181635842180.000109net.php
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261181630482960.000081org.acm
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2631815819814760.000021com.sas
264181521166110.000043me.paypal
2651815024815610.000020com.dezeen
2661815007210880.000029com.cio
267181491007990.000036co.elastic
2681814852412930.000024uk.org.tate
269181476844020.000062com.latimes
270181464121990.000118uk.co.amazon
271181461724550.000054com.bigcommerce
2721814515815650.000020be.blogspot
2731814446812600.000025com.hackernoon
274181430803160.000076uk.co.telegraph
2751814180814280.000022com.googlesource
2761814169014480.000021edu.iastate
2771813888416980.000018org.edublogs
2781813739215590.000020com.mathworks
2791813402412340.000025gov.michigan
280181329643720.000066com.livejournal
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2821813209216230.000019li.paper
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2841812788016790.000018com.dummies
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2861812385610150.000031com.searchenginejournal
287181228249390.000034com.searchenginewatch
2881812080618020.000017fr.unblog
289181191642860.000083com.go
290181145986580.000042com.livechatinc
291181130781490.000173com.opera
292181123607570.000037au.gov.nsw
2931811032611620.000027va.vatican
2941810461614740.000021jp.ac.u-tokyo
2951810436010160.000031uk.co.pinterest
296181030343740.000065com.elsevier
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3031809141612470.000025com.convinceandconvert
3041809015813670.000023us.fl.state
3051808316617000.000018org.emojipedia
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9451749244221090.000015com.discovery
9461749238426220.000013org.virginiadot
9471749197810690.000030com.us
9481749185218290.000017edu.cuny
9491749129816810.000018com.podbean
9501749117211820.000026com.accenture
9511749114027550.000013com.pushwoosh
9521749087625880.000013com.yellowbot
9531749065229030.000012com.watchuseek
9541749051014510.000021com.thehill
9551749044228340.000012com.callupcontact
9561749015623970.000013com.echelman
9571749000038530.000010org.greenpeace
9581748917417830.000017com.screencast
9591748847620430.000015com.webnode
9601748835611190.000028com.lifehacker
961174870609910.000032org.iso
962174870487280.000039com.gartner
9631748580416800.000018com.hulu
9641748578419270.000016co.gcdn
9651748460015250.000020com.windows
9661748386620010.000015com.birdeye
967174830349510.000034ru.google
9681748297039090.000010org.bitcoin
9691748132624130.000013com.topsy
9701748103624290.000013com.texasbar
971174804548820.000035com.stitcher
9721747894029240.000012com.talkbass
9731747858422780.000014ca.ualberta
974174785048430.000035gg.discord
9751747845028550.000012com.cylex-usa
9761747751436730.000011nl.xs4all
9771747739629250.000012info.ufacity
978174773821040.000304com.namecheap
9791747712228490.000012com.louisville
9801747631624600.000013uk.gov.westsussex
9811747568626680.000013com.salespider
9821747549015680.000019com.nokia
9831747547610340.000031com.digiday
9841747526228890.000012org.stnicholascenter
9851747505628500.000012au.com.hotfrog
9861747479812570.000025org.webkit
9871747449224300.000013net.blog5
9881747423622710.000014tv.periscope
989174739028770.000035uk.co.tripadvisor
9901747380229000.000012org.phys
9911747318816120.000019edu.umd
992174731048840.000035gov.ny
9931747212219810.000015ru.narod
994174716482330.000104jp.ameblo
9951747160651780.000007net.minecraft
996174707841630.000162com.youku
9971747048216770.000018org.gnome
998174701661840.000137com.nginx
9991747015614470.000021com.splashthat
10001746987826810.000013com.bleacherreport

Credits

Thanks to the authors of the WebGraph framework, whose software made the computation of graph properties and ranks possible.

We hope the data will be useful for you to do any kind of research on ranking, graph analysis, link spam detection, etc. Let us know about your results via Common Crawl’s Google Group!