We are pleased to announce a new release of host-level and domain-level web graphs based on the crawls of February, March/April and May/June 2020. 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 host-level graph now includes hosts visited by the crawler but not linking to any other host. Why is this possible – isn’t any host found via links the crawler is following? Yes, but some links were already detected in a prior crawl, not in one of the 3 crawls used to build the web graphs. More details about the issue are given in cc-pyspark#15. The impact of this fix on the graph size is minimal: the recent crawl now includes 1 million nodes (0.1% of all nodes) which are not connected to any other node.

Host-level graph

The graph consists of 927 million nodes and 3.88 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 857 million dangling nodes (92.5%) and the largest strongly connected component contains 47 million (5.1%) nodes.

You can download the graph and the ranks of all 927 million hosts from AWS S3 on the path s3://commoncrawl/projects/hyperlinkgraph/cc-main-2020-feb-mar-may/host/. Alternatively, you can use https://commoncrawl.s3.amazonaws.com/projects/hyperlinkgraph/cc-main-2020-feb-mar-may/host/ as prefix to access the files from everywhere.

Download files of the Common Crawl Feb/Mar/May 2020 host-level webgraph

SizeFileDescription
5.67 GBcc-main-2020-feb-mar-may-host-vertices.paths.gznodes ⟨id, rev host⟩, paths of 12 vertices files
17.26 GBcc-main-2020-feb-mar-may-host-edges.paths.gzedges ⟨from_id, to_id⟩, paths of 24 edges files
7.40 GBcc-main-2020-feb-mar-may-host.graphgraph in BVGraph format
2 kBcc-main-2020-feb-mar-may-host.properties
8.57 GBcc-main-2020-feb-mar-may-host-t.graphtranspose of the graph (outlinks inverted to inlinks)
2 kBcc-main-2020-feb-mar-may-host-t.properties
1 kBcc-main-2020-feb-mar-may-host.statsWebGraph statistics
12.16 GBcc-main-2020-feb-mar-may-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 1.96 billion edges. 51% or 46 million nodes are dangling nodes, the largest strongly connected component covers 36 million or 39% of the nodes.

All files related to the domain graph are available on AWS S3 under s3://commoncrawl/projects/hyperlinkgraph/cc-main-2020-feb-mar-may/domain/ resp. https://commoncrawl.s3.amazonaws.com/projects/hyperlinkgraph/cc-main-2020-feb-mar-may/domain/.

Download files of the Common Crawl Feb/Mar/May 2020 domain-level webgraph

SizeFileDescription
0.62 GBcc-main-2020-feb-mar-may-domain-vertices.txt.gznodes ⟨id, rev domain, num hosts⟩
7.79 GBcc-main-2020-feb-mar-may-domain-edges.txt.gzedges ⟨from_id, to_id⟩
4.23 GBcc-main-2020-feb-mar-may-domain.graphgraph in BVGraph format
2 kBcc-main-2020-feb-mar-may-domain.properties
4.16 GBcc-main-2020-feb-mar-may-domain-t.graphtranspose of the graph
2 kBcc-main-2020-feb-mar-may-domain-t.properties
1 kBcc-main-2020-feb-mar-may-domain.statsWebGraph statistics
1.96 GBcc-main-2020-feb-mar-may-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 91 million domain ranks is available for download.

Top 1000 domains ranked by harmonic centrality (Feb/Mar/May 2020)

harmonic
centrality
rank
hc valuepage rankpage rank
value
reversed hostname
13266761810.018180com.googleapis
23055277230.011873com.facebook
32956908820.013789com.google
42692046040.007145com.twitter
52688312850.007106org.w
62636044860.006483com.youtube
72471939690.004210com.instagram
82425194280.005125org.gmpg
92384133270.005329com.googletagmanager
1023606890130.002940com.linkedin
1122741292100.003621com.cloudflare
1222732960120.002974org.wordpress
1322661910140.002515com.gravatar
1422577680150.002438com.gstatic
1522378134220.001529com.pinterest
1622196962270.001192org.wikipedia
1722189650190.001864com.wordpress
1822066028160.002404com.bootstrapcdn
1921967760180.001884com.apple
2021751768200.001863com.jquery
2121589606240.001461com.microsoft
2221568908440.000785be.youtu
2321568474430.000806com.blogspot
2421533280310.001104com.vimeo
2521415938460.000761gl.goo
2621399120350.001040com.amazonaws
2721358048530.000665com.amazon
2821331634210.001737com.adobe
2921324666230.001506com.wp
3021209012700.000452com.tumblr
3121184360170.001949com.github
3221150652370.001008com.google-analytics
3321110976300.001152com.baidu
3421096692870.000387com.yahoo
3521081268590.000547ly.bit
3621060360330.001072com.macromedia
3721046916360.001035net.cloudfront
3821036258450.000763com.flickr
3920997926320.001101com.googlesyndication
4020993476260.001277me.wp
4120980462970.000340com.googleusercontent
4220966446560.000624eu.europa
4320960242420.000807net.jsdelivr
4420959910520.000677co.t
4520901872290.001163ru.yandex
4620846092500.000742net.doubleclick
4720843032410.000869com.addthis
4820823518690.000457io.github
4920817952760.000433com.medium
5020810030250.001287com.fontawesome
51208091201390.000189com.forbes
5220796434610.000510org.w3
5320759102550.000640com.paypal
54207572661090.000282com.soundcloud
5520754514900.000368org.creativecommons
5620747472570.000619com.vk
5720711184540.000658org.mozilla
5820710182880.000382com.weebly
5920698442840.000410com.wix
60206753721020.000317com.weibo
6120663930580.000604org.schema
62206502021640.000151com.imgur
63206444521470.000177org.apache
64206422821780.000138uk.co.bbc
65206255601290.000210org.archive
66206103542740.000089com.ibm
67206096141540.000169com.bing
68206023801910.000125net.sourceforge
69205790121300.000207com.nytimes
70205786261500.000174int.who
71205710121830.000131com.cnn
72205616741740.000140net.slideshare
73205476341580.000164gov.cdc
74205425462020.000116com.android
75205272302280.000104com.wsj
76205185481940.000122edu.stanford
77205055462050.000115com.businessinsider
78204950342540.000095com.oracle
7920489434340.001049net.fbcdn
80204888683730.000067com.msn
81204882822610.000093edu.harvard
82204833843100.000080com.go
8320478152990.000335com.shopify
84204714242670.000093com.bbc
85204644342970.000083edu.mit
86204613403300.000076com.myspace
8720458776620.000497com.whatsapp
88204572062890.000085com.appspot
89204544663070.000080com.wired
90204463002920.000085com.reuters
91204420041010.000323com.godaddy
92204355501710.000147com.theguardian
93204177701430.000182gov.nih
94204125361960.000120org.ietf
95204013303880.000065gov.nasa
96203972984230.000061com.theverge
97203947361490.000175com.giphy
98203942763820.000066net.researchgate
99203849302700.000092com.bloomberg
100203777781080.000285com.unpkg
101203763941140.000271com.reddit
102203738563370.000075com.xinhuanet
103203667362150.000108org.gnu
104203635063180.000079com.usatoday
105203526608130.000037org.chromium
106203449963560.000071com.springer
10720343678980.000335de.google
10820342420280.001184com.qq
109203418243450.000073com.example
110203365107440.000041edu.psu
111203245364680.000055edu.cornell
112203243781840.000131com.blogger
11320314024600.000516net.akamaihd
114203042423750.000067org.hbr
115203023107500.000040com.git-scm
116203000149370.000032com.wikia
117202985461370.000191com.spotify
118202960124850.000053edu.yale
119202955161130.000271com.jimdo
120202931405540.000047com.cbsnews
121202919467170.000043com.economist
122202905742140.000109com.washingtonpost
123202885041400.000188jp.co.yahoo
124202864702850.000086com.huffingtonpost
125202845583160.000080org.un
126202818744100.000063fr.free
127202799464730.000054edu.berkeley
128202754462870.000086com.cnbc
129202732802450.000099com.dribbble
130202715845760.000046org.arxiv
131202697161510.000172com.issuu
132202570385450.000047com.mysql
133202562621600.000157com.twimg
134202525321070.000285com.statcounter
135202516823380.000075uk.co.telegraph
136202474783050.000081com.w3schools
137202466825610.000047com.gitlab
138202422108020.000038edu.columbia
139202409785240.000049gov.noaa
140202306661220.000230com.ytimg
141202299001190.000233com.youtube-nocookie
142202276567310.000042org.ieee
143202271263330.000075org.npr
144202255287290.000042io.readthedocs
145202252062860.000086org.acm
146202223143390.000074com.time
1472022043011800.000025org.eclipse
148202203822410.000100org.ampproject
149202186163440.000074com.fc2
150202157301420.000185com.wixsite
151202136927550.000040edu.washington
152202101224210.000061com.force
153202098642760.000089com.prnewswire
154202091305000.000052com.buzzfeed
155202071364340.000060com.nationalgeographic
156202064024030.000063com.nature
157202038262000.000118gle.forms
158202024907990.000038org.sciencemag
159202011444280.000061com.theatlantic
160202001048710.000035com.stackexchange
161201981422800.000088com.sciencedirect
162201854003320.000075com.staticflickr
163201845284950.000052uk.co.independent
164201822562630.000093gov.ca
165201809726870.000043org.worldbank
166201759944350.000060com.mozilla
167201754007340.000041com.marketwatch
1682016809810870.000027com.hatenablog
169201670403640.000069com.nypost
170201640166460.000043org.bitbucket
171201611922190.000107com.ft
172201511164630.000056com.pixabay
173201437963540.000071jp.co.rakuten
174201426527430.000041edu.upenn
175201401262770.000089org.doi
176201393769660.000031jp.livedoor
177201365461980.000120uk.co.google
178201349324070.000063uk.co.dailymail
179201344047240.000042org.pbs
180201339362580.000094net.behance
181201329141920.000124org.wikimedia
182201278609170.000033edu.jhu
183201278284540.000057gov.whitehouse
184201223528560.000035org.weforum
185201221704160.000062com.dailymotion
1862011705414870.000020com.warnerbros
187201118983260.000077org.opensource
1882011079810910.000027cn.com.chinadaily
189201099165480.000047me.about
190201098202320.000103jp.ameblo
191201089405580.000047com.oup
192201034283250.000077com.digg
193200974184550.000056com.entrepreneur
194200951086310.000044com.vice
195200941427490.000040com.qz
1962009269212590.000024com.discovery
197200911544440.000058com.goodreads
198200910524470.000057gg.discord
1992008291011090.000027com.sap
200200821863530.000071com.scribd
201200794121880.000128com.feedburner
202200761464660.000055com.fortune
203200755565800.000045com.gartner
2042007259810120.000029com.500px
205200721364580.000056jp.ne.sakura
206200674001760.000139com.imdb
207200609507320.000042uk.co.blogspot
2082005905417350.000018com.amd
209200582289470.000032edu.princeton
210200566668900.000034org.cambridge
21120056572510.000714com.fb
212200562728480.000036com.evernote
213200544721440.000180com.dropbox
21420053532390.000951com.wixstatic
215200516626170.000044org.unesco
2162005094014610.000020com.fandom
217200481522940.000084com.wiley
218200461347680.000039com.withgoogle
2192003942610150.000029org.altervista
2202003901023370.000014com.wolfram
221200379207980.000038com.slate
2222003148412010.000025org.kernel
2232002816410490.000028edu.purdue
224200252825690.000046page.g
225200213407860.000038com.trello
226200170182300.000103com.disqus
227200127967570.000040org.eff
228200104309510.000031com.merriam-webster
229200046864930.000052gov.usda
230200042409810.000030com.netlify
2312000399421790.000015com.diigo
232200029188070.000038com.vox
233200026901800.000135org.allaboutcookies
2342000222012060.000025com.jetbrains
2351999941814160.000021edu.arizona
236199943845420.000047com.tandfonline
237199930308440.000036com.foxnews
238199921842910.000085com.live
239199911421750.000140com.xing
240199898749090.000033com.politico
241199885703200.000079com.outlook
2421998503611350.000026jp.ne.goo
243199833407540.000040au.net.abc
2441998268019450.000016com.wikidot
245199779347930.000038com.investopedia
2461997757410660.000028edu.uchicago
2471997682010090.000029edu.wisc
248199759221970.000120com.eepurl
2491997256010390.000028com.bostonglobe
250199720967750.000039org.semver
251199695946190.000044com.sagepub
252199691824970.000052gov.fda
253199684423470.000073net.windows
2541996808415680.000019edu.osu
255199653863190.000079com.nbcnews
256199639462440.000099com.myshopify
257199628925850.000045cn.google
258199625306080.000044site.business
259199610668320.000036com.sciencedaily
2601996038010440.000028com.strikingly
2611995636612360.000024edu.unc
2621995626814460.000021edu.virginia
2631995603412040.000025co.elastic
2641995296011940.000025com.nymag
2651995050022060.000015com.renren
266199504907420.000041gov.house
2671995044821630.000015sg.edu.nus
2681994797622850.000014org.wikibooks
2691994728419610.000016com.googlesource
270199405982350.000103com.wpengine
271199401583230.000078com.googlecode
272199392127610.000040gov.senate
273199380085130.000051com.herokuapp
274199377384520.000057org.pewresearch
275199374925670.000046org.iana
2761993695410930.000027com.podbean
277199358189820.000030com.alexa
2781993474216290.000019gd.is
279199338041030.000301com.paypalobjects
280199327408050.000038org.unicef
281199324167180.000043com.newyorker
282199308589690.000031uk.co.thetimes
283199293244040.000063com.patreon
2841992826610600.000028com.lifehacker
285199259403810.000066com.criteo
286199245249970.000030com.huffpost
287199225763030.000081com.squareup
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2891992180811450.000026org.wiktionary
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3421982942021740.000015com.oregonlive
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9631931836610130.000029com.uk
9641931826649360.000007ru.pr-cy
9651931805838270.000009cz.centrum
9661931778041580.000008edu.niu
9671931532016650.000018org.webkit
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9691931408451860.000007com.artfire
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9721931174243070.000008com.taipeitimes
9731931156843510.000008edu.whoi
9741931085459490.000006com.voatiengviet
9751931074831000.000011com.broadcastingcable
9761931072046550.000008hk.rthk
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978193099104880.000053com.indiatimes
979193096608600.000035com.playstation
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9811930894827080.000013uk.gov.defra
982193076062310.000103org.whatwg
9831930717844510.000008com.batchgeo
984193071187510.000040com.psychologytoday
9851930636842630.000008uk.co.lrb
9861930635050340.000007ca.pe.gov
9871930588441590.000008com.ecowatch
9881930382041950.000008com.williamhill
9891930354857670.000007pt.ipp
9901930297248430.000007uk.org.38degrees
9911930162413030.000023com.technologyreview
9921930146440910.000009org.spie
993193010689590.000031com.libsyn
9941930057247950.000007com.storeboard
9951930054832600.000011de.bmel
9961929944847490.000008net.onlinewebshop
9971929927438720.000009ru.1gb
998192986542790.000088com.automattic
9991929850238700.000009com.piie
10001929744053060.000007com.allthatsinteresting

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!