Host- and Domain-Level Web Graphs June, July/August and September 2021

We are pleased to announce a new release of host-level and domain-level web graphs based on the crawls of June, July/August and September 2021. Additional information about the data formats, the processing pipeline, our objectives, and credits can be found in the announcements of prior webgraph releases. You may also visit the projects cc-webgraph and cc-pyspark which include all scripts and tools required to construct the graphs. Instructions to explore the graphs in the webgraph format are given in our collection of webgraph notebooks.

Host-level graph

The graph consists of 766 million nodes and 4.95 billion edges. Both hyperlinks and HTTP redirects and link headers are used as edges to span up the graph. All types of links are included, including pure “technical” ones pointing to images, JavaScript libraries, web fonts, etc. However, only host names with a valid IANA TLD are used. Consequently, URLs with an IP address as host component are not taken into account for building the host-level graph.

There are 701 million dangling nodes (91.6%) and the largest strongly connected component contains 47.0 million (6.1%) nodes. Dangling nodes stem from

  • hosts that have not been crawled, yet are pointed to from a link on a crawled page
  • hosts without any links pointing to a different host name
  • or hosts which did only return an error page (eg. HTTP 404)

Host names in the graph are in reverse domain name notation and a leading www. is stripped: www.subdomain.example.com becomes com.example.subdomain.

You can download the graph and the ranks of all 766 million hosts from AWS S3 on the path s3://commoncrawl/projects/hyperlinkgraph/cc-main-2021-jun-jul-sep/host/. Alternatively, you can use https://commoncrawl.s3.amazonaws.com/projects/hyperlinkgraph/cc-main-2021-jun-jul-sep/host/ as prefix to access the files from everywhere.

Please note that the text representation of the host-level graph is shipped in 42 gzip-compressed files listed in two path listings – one for the nodes (vertices), one for the edges (arcs). First, download the paths listing and decompress it using “gzip”. By adding the prefix s3://commoncrawl/ or https://commoncrawl.s3.amazonaws.com/ to each line in the path listing you get the list of URLs to download the entire graph.

SizeFileDescription
4.50 GBcc-main-2021-jun-jul-sep-host-vertices.paths.gznodes ⟨id, rev host⟩, paths of 24 vertices files
20.76 GBcc-main-2021-jun-jul-sep-host-edges.paths.gzedges ⟨from_id, to_id⟩, paths of 48 edges files
8.43 GBcc-main-2021-jun-jul-sep-host.graphgraph in BVGraph format
2 kBcc-main-2021-jun-jul-sep-host.properties
9.83 GBcc-main-2021-jun-jul-sep-host-t.graphtranspose of the graph (outlinks inverted to inlinks)
2 kBcc-main-2021-jun-jul-sep-host-t.properties
1 kBcc-main-2021-jun-jul-sep-host.statsWebGraph statistics
11.06 GBcc-main-2021-jun-jul-sep-host-ranks.txt.gzharmonic centrality and pagerank

Domain-level graph

The domain graph is built by aggregating the host graph on the level of pay-level domains (PLDs) based on the public suffix list maintained on publicsuffix.org. Version (commit) a5b046d of the public suffix list was used (commit date 2021-10-06).

The domain-level graph has 88 million nodes and 1.56 billion edges. 49% or 43 million nodes are dangling nodes, the largest strongly connected component covers 35 million or 40% of the nodes.

All files related to the domain graph are available on AWS S3 under s3://commoncrawl/projects/hyperlinkgraph/cc-main-2021-jun-jul-sep/domain/ resp. https://commoncrawl.s3.amazonaws.com/projects/hyperlinkgraph/cc-main-2021-jun-jul-sep/domain/.

Download files of the Common Crawl Jun/Jul/Sep 2021 domain-level webgraph

SizeFileDescription
0.61 GBcc-main-2021-jun-jul-sep-domain-vertices.txt.gznodes ⟨id, rev domain, num hosts⟩
6.34 GBcc-main-2021-jun-jul-sep-domain-edges.txt.gzedges ⟨from_id, to_id⟩
3.59 GBcc-main-2021-jun-jul-sep-domain.graphgraph in BVGraph format
2 kBcc-main-2021-jun-jul-sep-domain.properties
3.44 GBcc-main-2021-jun-jul-sep-domain-t.graphtranspose of the graph
2 kBcc-main-2021-jun-jul-sep-domain-t.properties
1 kBcc-main-2021-jun-jul-sep-domain.statsWebGraph statistics
1.89 GBcc-main-2021-jun-jul-sep-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 88 million domain ranks is available for download.

Top 1000 domains ranked by harmonic centrality (Jun/Jul/Sep 2021)

harmonic
centrality
rank
hc valuepage rankpage rank
value
reversed domain name
13163452410.018526com.googleapis
23059044830.013879com.facebook
32934410220.015082com.google
42657920850.007506org.w
52649088640.008344com.twitter
62619450460.007270com.youtube
72559836480.006802com.instagram
82480861870.006829com.googletagmanager
92431433490.004946org.gmpg
1023501518140.003442com.linkedin
1123191984110.003661com.gstatic
1222552330100.004093com.cloudflare
1322306348170.001939com.gravatar
1422254410120.003556org.wordpress
1522159662220.001575com.pinterest
1621706482230.001396org.wikipedia
1721593592160.001952com.apple
1821537622370.001024com.wordpress
1921459498270.001176com.vimeo
2021360146410.000898be.youtu
2121289640150.002252com.bootstrapcdn
2221211768200.001717com.jquery
2321069122280.001166com.microsoft
2421014760540.000699com.blogspot
2520975968460.000793com.amazon
2620916000450.000798gl.goo
2720909476500.000720com.wp
2820878568620.000580ly.bit
2920832704350.001053com.google-analytics
3020815940330.001068com.amazonaws
3120731242770.000417com.tumblr
3220705584420.000841org.mozilla
3320703870310.001080net.cloudfront
3420700046180.001797com.adobe
3520687574490.000720eu.europa
3620682862190.001772com.github
3720663412340.001054net.jsdelivr
3820641588290.001134com.wixstatic
3920534372750.000442com.googleusercontent
4020518204210.001630com.fontawesome
4120499484960.000366com.yahoo
4220489920510.000711com.paypal
4320470068570.000645co.t
4420460526470.000784com.whatsapp
4520453542530.000704com.flickr
46204296101060.000315com.reddit
4720405542720.000449com.medium
4820396096380.000956com.googlesyndication
4920388958480.000748io.github
50203645841250.000241com.nytimes
5120363658590.000616org.w3
5220350454980.000358com.weebly
5320330952970.000363org.creativecommons
5420324280650.000510com.shopify
55203156241100.000281com.soundcloud
5620308274850.000402me.wp
5720300136600.000610org.schema
5820300004320.001072ru.yandex
59202728741320.000215com.forbes
6020266896640.000527com.vk
61202166401140.000268com.spotify
62202148181750.000146com.cnn
6320172836520.000708net.doubleclick
6420156654560.000653com.addthis
65201536421900.000132uk.co.bbc
66201518822300.000113com.wsj
67201498221350.000208gov.nih
6820146194400.000924com.baidu
69201449521610.000166com.theguardian
70201271721510.000179int.who
71201211342400.000108com.bloomberg
72201152701300.000217org.archive
73201115681630.000163com.giphy
7420107092940.000388com.list-manage
75201008301920.000130org.wikimedia
7620095176550.000682com.macromedia
77200918062290.000113com.oracle
78200815721450.000193com.imdb
79200745801870.000134com.businessinsider
80200669122970.000091edu.mit
81200664363000.000090edu.stanford
82200613141150.000267com.mailchimp
8320059906440.000800net.facebook
84200580501400.000204us.zoom
85200566824260.000065com.googleblog
86200532101710.000153com.unsplash
87200470202840.000095com.reuters
88200437221850.000137com.imgur
89200357541420.000199com.wixsite
90200253001910.000131com.stackoverflow
91200221001280.000223com.weibo
92200165601620.000163com.issuu
93200160264230.000065gov.nasa
9420014282360.001043net.fbcdn
95200139102730.000098com.android
96200127781190.000259me.t
97200123661690.000160org.ietf
98200045301390.000206com.ytimg
99200011821480.000183org.apache
100199994643180.000086com.theverge
101199930263250.000084com.slack
102199928502580.000103edu.harvard
103199898702240.000116com.washingtonpost
104199883022680.000099com.bbc
105199866424600.000060edu.cornell
106199847121550.000174com.ft
107199798561170.000261com.npmjs
108199787444160.000066com.ted
109199627384240.000065com.myspace
110199573223520.000078com.wired
111199562965260.000052com.livejournal
112199454843550.000078com.appspot
113199442742630.000101org.un
114199434582150.000119org.gnu
115199331123900.000070com.goodreads
11619932600690.000476com.godaddy
117199315223870.000071org.hbr
118199174403090.000087org.npr
119199166123220.000085com.prnewswire
120199116283320.000083net.researchgate
121199101223070.000088com.githubusercontent
12219909276240.001390io.polyfill
123199082762860.000095com.wiley
124199059602470.000106com.tiktok
125198949901930.000130com.blogger
12619892346710.000466com.unpkg
127198849781020.000322de.google
128198695564320.000064com.gmail
129198692365650.000049com.vice
130198684066270.000045org.chromium
131198671461460.000186gle.forms
132198669161130.000269com.youtube-nocookie
133198668341790.000142org.ampproject
134198566083540.000078com.time
135198562726680.000043edu.upenn
136198560403700.000074com.example
137198548186330.000045com.economist
138198508847270.000040com.evernote
139198424345000.000055com.steampowered
140198413806920.000042google.blog
141198413544620.000060com.theatlantic
142198400365860.000047org.weforum
143198375966280.000045com.deviantart
144198370722390.000109uk.co.google
145198334703570.000077org.arxiv
146198334023950.000070com.scribd
147198318824070.000067uk.co.telegraph
148198298783680.000074com.huffingtonpost
149198298766420.000045com.mysql
150198218005550.000050org.worldbank
151198181002420.000107com.sciencedirect
152198166763470.000080com.nature
153198149922280.000113com.twimg
154198123361200.000259com.statcounter
155198100982460.000106org.acm
156198052145540.000050org.ieee
157197996863810.000071com.fastcompany
158197968922550.000104org.python
159197949067010.000041com.apnews
160197908204310.000064com.meetup
161197902767380.000040com.qz
162197898585810.000047com.globenewswire
163197884163650.000074com.docker
164197884024440.000062com.pixabay
165197880384530.000061uk.co.dailymail
166197844423210.000085com.springer
167197835522510.000105com.bandcamp
168197792882560.000103net.behance
169197780763610.000075com.gitlab
170197689486030.000046com.git-scm
171197642245400.000051io.readthedocs
172197639827150.000041com.engadget
173197630346470.000044com.trello
174197611401830.000138com.bing
175197581203460.000080com.usatoday
176197573262200.000117com.squarespace
177197524281580.000169com.yelp
178197478843530.000078com.dribbble
179197477564170.000066com.digg
180197475321430.000199com.dropbox
181197448182760.000097com.ibm
182197340924640.000060uk.co.independent
183197333103980.000069com.w3schools
184197238005440.000051ee.linktr
185197233346740.000043uk.co.blogspot
186197232004120.000067com.staticflickr
187197212285510.000050com.pexels
188197212241440.000194gov.cdc
189197188025390.000051org.pbs
190197183887750.000038com.stackexchange
191197182227030.000041org.cambridge
1921971735211030.000029org.eclipse
19319716696430.000819com.fb
194197125166780.000042edu.columbia
195197103081000.000351com.wix
196197062567300.000040edu.washington
197197056122900.000094com.tinyurl
198197051263670.000074com.sagepub
199197042586730.000043me.about
200196990442190.000117net.slideshare
201196948186530.000044org.sciencemag
202196890942940.000091org.pewresearch
203196857706010.000046com.withgoogle
204196849564580.000061com.herokuapp
205196751884400.000063com.quora
206196730701230.000246com.sharethis
20719672408390.000941com.qq
208196719821760.000145org.doi
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2111966472411830.000027com.nike
212196642403160.000087com.typeform
213196582542480.000106com.outlook
214196544367360.000040com.hp
215196541047910.000037com.foxnews
216196510262340.000112com.cloudinary
217196482149330.000035edu.princeton
218196465745720.000048com.moz
219196422604370.000063com.getpocket
220196398984850.000057com.nbcnews
221196388366450.000044org.bitbucket
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224196349242770.000096com.disqus
225196249361410.000203com.opera
226196236144630.000060com.airbnb
227196203189600.000034com.dropboxusercontent
228196186243720.000073com.force
229196177969230.000035co.elastic
230196140062140.000119com.wpengine
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232196131603050.000089com.typepad
233196112549720.000033com.nypost
234196107987260.000040com.ubuntu
2351961007012630.000025se.haxx
236196052343030.000089com.live
237196034286830.000042au.net.abc
238196033604650.000060com.mozilla
239195997643820.000071com.criteo
2401959318412320.000026uk.co.thesun
2411958135414340.000023edu.rutgers
242195810202780.000096com.feedburner
243195772889690.000033com.politico
2441957241410540.000030co.g
2451957237218490.000019com.instructables
246195708747780.000038com.sap
2471956869411230.000028org.greenpeace
2481956413411270.000028org.kernel
2491956228016500.000022com.googlesource
250195614841240.000245com.filesusr
2511955944411500.000028com.unity3d
252195580566820.000042com.freepik
253195571065420.000051com.fortune
254195539546380.000045uk.ac.ox
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258195510108660.000035com.nvidia
2591954954415690.000022com.storify
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261195485146240.000045uk.co.eventbrite
262195444668290.000036edu.jhu
263195411506070.000046net.azurewebsites
2641953907612910.000025com.reverbnation
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26619538044990.000351com.stripe
267195348609270.000035com.podbean
268195326123410.000082net.windows
2691953096612560.000025uk.co.ebay
270195307062600.000102com.calendly
271195266328040.000037com.chrome
2721952501618040.000020com.martinfowler
273195249229260.000035edu.academia
274195234845680.000049site.business
275195215682310.000113com.office
276195211063280.000084com.netdna-ssl
277195188742530.000105com.newsweek
278195168802100.000120tv.twitch
2791951518212200.000026com.vogue
2801951472623070.000017com.diigo
2811951466212140.000026org.postgresql
282195132926910.000042com.xinhuanet
2831950837813680.000024de.mpg
284195083265250.000052com.squareup
285195078924080.000067org.debian
286195020821210.000252com.paypalobjects
287195019867160.000041gov.senate
2881950178823920.000016com.pearltrees
2891950024011470.000028com.500px
290194990463430.000081com.googlecode
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29319496848670.000505net.akamaihd
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2971949038810780.000029com.theglobeandmail
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300194857863270.000084com.cnbc
301194841408580.000036uk.co.guardian
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9471881281240680.000009com.chamberofcommerce
9481881260644380.000008us.tuugo
9491881234411420.000028com.buzzsprout
9501881211011220.000028com.timeanddate
951188114187600.000038com.discordapp
9521881108211530.000027com.sitepoint
9531880979845790.000008com.desmogblog
954188096385960.000047com.aliexpress
9551880890625220.000015com.sendgrid
9561880797241280.000009uk.ac.rcplondon
9571880793420040.000018com.ssllabs
9581880773839550.000009org.soilassociation
9591880659213590.000024com.xkcd
960188061925360.000051gov.hhs
9611880558835840.000010com.hearstapps
9621880515012890.000025com.searchenginejournal
963188044584420.000062me.fb
9641880413247110.000008net.sott
9651880362845940.000008com.gpsvisualizer
966188035482130.000120com.discord
9671880275818200.000020org.mitre
9681880191647440.000008com.natureindex
9691880137434990.000010uk.org.rspca
9701880132240870.000009org.c2es
9711880129638240.000010com.qgiv
9721880128837990.000010ug.co.monitor
9731880049245960.000008com.lacartes
974188003841780.000142com.xing
9751879996639730.000009com.svbtle
9761879894438750.000009uk.org.savethechildren
9771879893246160.000008com.slurl
9781879833224660.000015com.sophos
9791879795621980.000018com.twilio
9801879700846620.000008za.co.moneyweb
9811879628842650.000009com.menafn
9821879604838210.000010org.usip
9831879557245840.000008com.power-technology
9841879536846010.000008org.heartland
985187948346750.000042com.usnews
9861879420025570.000015org.usenix
9871879396228990.000013net.privacypolicytemplate
9881879390040810.000009org.theecologist
9891879297041320.000009org.neweconomics
9901879268012900.000025com.netlify
9911879195441890.000009com.businessgreen
9921879075246110.000008org.monthlyreview
9931879045023690.000016uk.ac.ed
9941879019422450.000017ch.ethz
995187899742670.000099com.nielsen
9961878930226740.000014ca.uwaterloo
9971878881042840.000009org.unep-wcmc
9981878770240420.000009org.ramsar
9991878695243840.000008com.googlelabs
10001878680846340.000008org.berkeleyearth

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!

September 2021 crawl archive now available

The crawl archive for September 2021 is now available! The data was crawled Sept 16 – 29 and contains 2.95 billion web pages or 310 TiB of uncompressed content. It includes page captures of 1.3 billion new URLs, not visited in any of our prior crawls.

Archive Location and Download

The September crawl archive is located in the commoncrawl bucket at crawl-data/CC-MAIN-2021-39/.

To assist with exploring and using the dataset, we provide gzipped files which list all segments, WARC, WAT and WET files.
By simply adding either s3://commoncrawl/ or https://commoncrawl.s3.amazonaws.com/ to each line, you end up with the S3 and HTTP paths respectively.

 File List#FilesTotal Size
Compressed (TiB)
SegmentsCC-MAIN-2021-39/segment.paths.gz100
WARC filesCC-MAIN-2021-39/warc.paths.gz7200072.16
WAT filesCC-MAIN-2021-39/wat.paths.gz7200019.81
WET filesCC-MAIN-2021-39/wet.paths.gz720008.7
Robots.txt filesCC-MAIN-2021-39/robotstxt.paths.gz720000.15
Non-200 responses filesCC-MAIN-2021-39/non200responses.paths.gz720002.19
URL index filesCC-MAIN-2021-39/cc-index.paths.gz3020.22

The Common Crawl URL Index for this crawl is available at: https://index.commoncrawl.org/CC-MAIN-2021-39/. Also the columnar index has been updated to contain this crawl.

Please donate to Common Crawl if you appreciate our free datasets! We’re also seeking corporate sponsors to partner with Common Crawl for our non-profit work in open data. Please contact [email protected] for sponsorship information.

July/August 2021 crawl archive now available

The crawl archive for July/August 2021 is now available! The data was crawled July 23 – August 6 and contains 3.15 billion web pages or 360 TiB of uncompressed content. It includes page captures of 1 billion new URLs, not visited in any of our prior crawls.

Improvements

Archiving of robots.txt files was improved. Robots.txt files are not archived if

  • the robots.txt of the target host does not allow it (in case of a HTTP redirect) or
  • URL filters exclude the entire site, eg. if it’s known ahead that a site does not allow crawling or
  • the MIME type is not applicable for robots.txt files (eg. HTML, PDF)

More details are found in the corresponding issue report. The change reduces the size of the robots.txt subset (since August 2016) by removing content which should not contained in this dataset.

Archive Location and Download

The July/August crawl archive is located in the commoncrawl bucket at crawl-data/CC-MAIN-2021-31/.

To assist with exploring and using the dataset, we provide gzipped files which list all segments, WARC, WAT and WET files.
By simply adding either s3://commoncrawl/ or https://commoncrawl.s3.amazonaws.com/ to each line, you end up with the S3 and HTTP paths respectively.

 File List#FilesTotal Size
Compressed (TiB)
SegmentsCC-MAIN-2021-31/segment.paths.gz100
WARC filesCC-MAIN-2021-31/warc.paths.gz7200075.34
WAT filesCC-MAIN-2021-31/wat.paths.gz7200021.67
WET filesCC-MAIN-2021-31/wet.paths.gz720009.43
Robots.txt filesCC-MAIN-2021-31/robotstxt.paths.gz720000.14
Non-200 responses filesCC-MAIN-2021-31/non200responses.paths.gz720001.98
URL index filesCC-MAIN-2021-31/cc-index.paths.gz3020.23

The Common Crawl URL Index for this crawl is available at: https://index.commoncrawl.org/CC-MAIN-2021-31/. Also the columnar index has been updated to contain this crawl.

Please donate to Common Crawl if you appreciate our free datasets! We’re also seeking corporate sponsors to partner with Common Crawl for our non-profit work in open data. Please contact [email protected] for sponsorship information.

June 2021 crawl archive now available

The crawl archive for June 2021 is now available! The data was crawled June 12 – 25 and contains 2.45 billion web pages or 260 TiB of uncompressed content. It includes page captures of 1.3 billion new URLs, not visited in any of our prior crawls.

Archive Location and Download

The June crawl archive is located in the commoncrawl bucket at crawl-data/CC-MAIN-2021-25/.

To assist with exploring and using the dataset, we provide gzipped files which list all segments, WARC, WAT and WET files.
By simply adding either s3://commoncrawl/ or https://commoncrawl.s3.amazonaws.com/ to each line, you end up with the S3 and HTTP paths respectively.

 File List#FilesTotal Size
Compressed (TiB)
SegmentsCC-MAIN-2021-25/segment.paths.gz100
WARC filesCC-MAIN-2021-25/warc.paths.gz6400057.9
WAT filesCC-MAIN-2021-25/wat.paths.gz6400016.54
WET filesCC-MAIN-2021-25/wet.paths.gz640007.24
Robots.txt filesCC-MAIN-2021-25/robotstxt.paths.gz640000.16
Non-200 responses filesCC-MAIN-2021-25/non200responses.paths.gz640001.76
URL index filesCC-MAIN-2021-25/cc-index.paths.gz3020.19

The Common Crawl URL Index for this crawl is available at: https://index.commoncrawl.org/CC-MAIN-2021-25/. Also the columnar index has been updated to contain this crawl.

Please donate to Common Crawl if you appreciate our free datasets! We’re also seeking corporate sponsors to partner with Common Crawl for our non-profit work in open data. Please contact [email protected] for sponsorship information.

Host- and Domain-Level Web Graphs February/March, April and May 2021

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 2021. Additional information about the data formats, the processing pipeline, our objectives, and credits can be found in the announcements of prior webgraph releases. You may also visit the projects cc-webgraph and cc-pyspark which include all scripts and tools required to construct the graphs. Instructions to explore the graphs in the webgraph format are given in our collection of webgraph notebooks.

What’s new?

The host-level graph now includes all hosts visited by the crawler even if there is no link pointing to the host and all visited URLs of a host failed (HTTP 404 and other error codes) or the host’s robots.txt does not allow crawling. Note that the links leading to these hosts may have been found in a prior crawl, not in one of the 3 crawls used to build this web graph.

Host-level graph

The graph consists of 515 million nodes and 2.82 billion edges. Both hyperlinks and HTTP redirects and link headers are used as edges to span up the graph. All types of links are included, including pure “technical” ones pointing to images, JavaScript libraries, web fonts, etc. However, only host names with a valid IANA TLD are used. Consequently, URLs with an IP address as host component are not taken into account for building the host-level graph.

There are 452 million dangling nodes (87.9%) and the largest strongly connected component contains 45.2 million (8.8%) nodes. Dangling nodes stem from

  • hosts that have not been crawled, yet are pointed to from a link on a crawled page
  • hosts without any links pointing to a different host name
  • or hosts which did only return an error page (eg. HTTP 404)

Host names in the graph are in reverse domain name notation and a leading www. is stripped: www.subdomain.example.com becomes com.example.subdomain.

You can download the graph and the ranks of all 515 million hosts from AWS S3 on the path s3://commoncrawl/projects/hyperlinkgraph/cc-main-2021-feb-apr-may/host/. Alternatively, you can use https://commoncrawl.s3.amazonaws.com/projects/hyperlinkgraph/cc-main-2021-feb-apr-may/host/ as prefix to access the files from everywhere.

Please note that the text representation of the host-level graph is shipped in 72 gzip-compressed files listed in two path listings – one for the nodes (vertices), one for the edges (arcs). First, download the paths listing and decompress it using “gzip”. By adding the prefix s3://commoncrawl/ or https://commoncrawl.s3.amazonaws.com/ to each line in the path listing you get the list of URLs to download the entire graph.

Download files of the Common Crawl Feb/Apr/May 2021 host-level webgraph

SizeFileDescription
3.31 GBcc-main-2021-feb-apr-may-host-vertices.paths.gznodes ⟨id, rev host⟩, paths of 24 vertices files
12.94 GBcc-main-2021-feb-apr-may-host-edges.paths.gzedges ⟨from_id, to_id⟩, paths of 48 edges files
5.57 GBcc-main-2021-feb-apr-may-host.graphgraph in BVGraph format
2 kBcc-main-2021-feb-apr-may-host.properties
6.22 GBcc-main-2021-feb-apr-may-host-t.graphtranspose of the graph (outlinks inverted to inlinks)
2 kBcc-main-2021-feb-apr-may-host-t.properties
1 kBcc-main-2021-feb-apr-may-host.statsWebGraph statistics
7.69 GBcc-main-2021-feb-apr-may-host-ranks.txt.gzharmonic centrality and pagerank

Domain-level graph

The domain graph is 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 88 million nodes and 1.58 billion edges. 50% or 44 million nodes are dangling nodes, the largest strongly connected component covers 34 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-2021-feb-apr-may/domain/ resp. https://commoncrawl.s3.amazonaws.com/projects/hyperlinkgraph/cc-main-2021-feb-apr-may/domain/.

Download files of the Common Crawl Feb/Apr/May 2021 domain-level webgraph

SizeFileDescription
0.61 GBcc-main-2021-feb-apr-may-domain-vertices.txt.gznodes ⟨id, rev domain, num hosts⟩
6.37 GBcc-main-2021-feb-apr-may-domain-edges.txt.gzedges ⟨from_id, to_id⟩
3.58 GBcc-main-2021-feb-apr-may-domain.graphgraph in BVGraph format
2 kBcc-main-2021-feb-apr-may-domain.properties
3.42 GBcc-main-2021-feb-apr-may-domain-t.graphtranspose of the graph
2 kBcc-main-2021-feb-apr-may-domain-t.properties
1 kBcc-main-2021-feb-apr-may-domain.statsWebGraph statistics
1.89 GBcc-main-2021-feb-apr-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 88 million domain ranks is available for download.

Top 1000 domains ranked by harmonic centrality (Feb/Apr/May 2021)

harmonic
centrality
rank
hc valuepage rankpage rank
value
reversed domain name
13192093410.017627com.googleapis
23103278430.013762com.facebook
32968130420.013832com.google
42710169240.007844com.twitter
52695466050.007519org.w
62688662470.006967com.youtube
72551585080.005718com.instagram
82503149060.007143com.googletagmanager
92439611690.005506org.gmpg
1023807122120.003347com.linkedin
1122970992130.003048com.gstatic
1222854052100.003951com.cloudflare
1322698594190.001914com.gravatar
1422504168140.002908org.wordpress
1522434542220.001564com.pinterest
1622100870250.001270org.wikipedia
1721950578170.002031com.wordpress
1821940826180.001958com.apple
1921766696150.002258com.bootstrapcdn
2021762964300.001174com.vimeo
2121722198380.000914be.youtu
2221556142210.001842com.jquery
2321478118290.001182com.microsoft
2421432212530.000703com.blogspot
2521354260350.001025com.amazonaws
2621337432440.000765com.amazon
2721320702430.000789gl.goo
2821170722620.000600ly.bit
2921149628990.000409com.tumblr
3021148242500.000739com.wp
3121136818450.000758org.mozilla
3221110018570.000689eu.europa
3321104262200.001894com.adobe
3421048760160.002200com.github
3521040284340.001026com.google-analytics
3621027350360.001015net.jsdelivr
3720998320270.001218com.wixstatic
3820995232310.001119net.cloudfront
3920946148470.000744com.flickr
40209131041070.000338com.yahoo
4120851316830.000436com.googleusercontent
4220843068370.000929io.github
43208406701110.000317com.reddit
4420834398580.000677com.paypal
4520816886230.001554com.fontawesome
46207735821030.000368com.weebly
4720764576790.000455com.medium
4820764512330.001035com.googlesyndication
4920757582320.001118ru.yandex
5020741944480.000743com.whatsapp
5120708152680.000520org.w3
52207058261320.000240com.nytimes
5320696906590.000673co.t
54206780881020.000375org.creativecommons
55206758221150.000290com.soundcloud
5620644978600.000624org.schema
5720627114740.000479com.shopify
5820621162660.000543com.vk
59206047261810.000149org.wikimedia
60206047241470.000204com.dropbox
6120579720550.000702com.addthis
62205729501380.000211org.archive
63205706101980.000133com.cnn
64205581141520.000187gov.cdc
6520550306800.000446me.wp
66205388161930.000136com.imgur
6720530078490.000740net.doubleclick
68205122941990.000133uk.co.bbc
69205059642000.000133net.slideshare
70204998641710.000155com.theguardian
71204897561580.000175int.who
72204822561200.000263com.spotify
73204811181750.000151com.bing
74204783202130.000124com.businessinsider
75204774782530.000104com.bloomberg
76204773001440.000206gov.nih
7720473648460.000748com.macromedia
78204405202540.000103com.wsj
79204343202240.000118edu.stanford
8020419762410.000847net.fbcdn
8120417930390.000885org.apache
82204096361570.000175org.ietf
8320397792900.000420com.list-manage
84203955943680.000071com.googleblog
85203953502170.000123com.stackoverflow
86203931721700.000155com.giphy
87203912263140.000085edu.mit
88203819482230.000118com.washingtonpost
89203726021340.000232com.ytimg
90203635923620.000073com.appspot
91203602363510.000076com.theverge
92203596102860.000093com.bbc
93203588703960.000067uk.co.telegraph
94203560364990.000056edu.berkeley
95203480482660.000101edu.harvard
96203460123300.000080com.go
97203416762370.000112com.office
98203387101450.000206us.zoom
99203357822470.000109com.android
100203353663270.000082com.wired
101203341602880.000092com.techcrunch
102203317822380.000111com.oracle
103203236385470.000051com.livejournal
104202966701640.000170com.issuu
105202958402960.000090com.cnbc
106202921462110.000124gov.ca
107202917544020.000066com.ted
108202883803790.000069gov.nasa
109202834261490.000195com.forbes
110202830501480.000199com.wixsite
111202829721510.000192com.npmjs
112202825245180.000054com.zdnet
113202796564470.000062com.msn
114202777522920.000091com.reuters
115202755403500.000076com.nature
11620273474780.000459com.godaddy
117202717183710.000070com.myspace
118202704942220.000119com.etsy
119202688323210.000084com.prnewswire
120202557262090.000125org.ampproject
121202523864070.000065org.arxiv
122202522923120.000085org.npr
123202522182630.000101com.sciencedirect
12420248804980.000410com.unpkg
125202464022650.000101com.example
12620245616670.000524net.akamaihd
127202370562150.000123com.eventbrite
128202345323670.000072org.hbr
129202323381760.000151com.blogger
130202316581270.000247org.networkadvertising
131202315523990.000066com.latimes
132202286902680.000101org.acm
133202232423380.000079com.statista
134202094343890.000068com.fastcompany
135202058486600.000043com.economist
136202024823430.000078com.time
137202024522260.000117com.twimg
138202019026790.000042edu.upenn
139202015305500.000050edu.yale
140202008422580.000102com.githubusercontent
141201912724740.000060com.steampowered
142201898241430.000206com.opera
143201886204440.000062uk.co.dailymail
144201884863530.000076com.springer
145201868065760.000047com.scribd
146201847847800.000041edu.columbia
147201801005350.000052org.chromium
148201758765910.000046me.about
149201757326040.000046google.blog
150201752842850.000094com.squarespace
151201740503350.000079com.huffingtonpost
152201713564310.000063com.nationalgeographic
153201687882210.000119uk.co.google
154201653722080.000125com.unsplash
155201635803880.000068com.w3schools
156201589563390.000079com.dribbble
157201547863400.000079com.tiktok
158201533562930.000091org.un
159201379247940.000040com.qz
160201338142480.000108com.bandcamp
161201295984850.000058edu.cornell
162201259548210.000039edu.umich
163201211201190.000267com.ft
164201153424350.000063com.theatlantic
165201110289660.000033edu.princeton
166201108083410.000078com.usatoday
167201055567860.000040com.evernote
168201054821330.000235info.aboutads
169201048104080.000065com.meetup
170201026384380.000062com.goodreads
171201008946250.000045org.ieee
172200989728780.000036com.slate
173200978706770.000042com.mysql
174200976564530.000061com.patreon
175200975301370.000216me.t
176200956005150.000055com.cbsnews
177200842046560.000043com.docker
178200833362910.000092com.wiley
179200825204800.000059gov.usda
180200806644540.000061com.dailymotion
181200788188170.000039edu.washington
182200771604930.000057com.withgoogle
183200750645230.000054io.readthedocs
184200710146440.000044com.marketwatch
185200650106500.000043uk.co.blogspot
186200627348680.000037com.shutterstock
18720062652540.000703com.fb
188200596644970.000056uk.co.independent
18920056344760.000467com.wix
190200559328110.000039org.cambridge
191200518445590.000049com.pexels
192200485767790.000041org.sciencemag
193200480045920.000046com.buzzfeed
194200442488190.000039com.stackexchange
195200434661790.000149ru.mail
196200434468440.000038com.webs
197200430745730.000048com.git-scm
198200402084640.000060com.inc
199200373542720.000100net.behance
200200297444250.000063gov.whitehouse
201200253428320.000038com.apnews
202200235187690.000041com.vox
2032002203013650.000024uk.co.thesun
204200185482740.000098com.outlook
205200183187720.000041org.bitbucket
20620017276400.000871com.qq
207200148722440.000110org.doi
208200120828120.000039uk.ac.cam
209200119982550.000103com.disqus
210200073122360.000112com.feedburner
211200056306700.000043org.worldbank
212200012305840.000047org.unicef
213200009324190.000064com.mozilla
214199997405930.000046co.ibb
21519999080260.001261io.polyfill
216199979285250.000054com.booking
21719993488420.000808com.baidu
218199897842600.000101com.cloudinary
219199858562890.000092com.tinyurl
220199839803450.000077com.ibm
2211998302211630.000027com.speakerdeck
222199825065970.000046gov.noaa
223199782066120.000045ee.linktr
224199773105690.000048com.psychologytoday
225199737105310.000053gov.loc
226199729204000.000066com.getpocket
2271997276010410.000031edu.utexas
228199717943200.000084org.pewresearch
2291997131013660.000024edu.rutgers
230199708945510.000050com.sagepub
231199702003090.000087com.nbcnews
2321996796211340.000028org.eclipse
233199655866480.000043com.trello
234199642803260.000082net.windows
235199641943840.000068com.quora
236199614306000.000046net.azurewebsites
237199599102750.000098gov.ftc
2381995593810570.000030edu.uchicago
239199533083110.000086com.netdna-ssl
240199519607820.000041org.semver
241199512861240.000252com.mailchimp
242199502944360.000063com.nypost
2431994929611950.000027com.hatenablog
244199471426520.000043com.newyorker
245199439389850.000033uk.co.guardian
246199435645900.000046com.usnews
247199404982200.000119tv.twitch
248199397387840.000041au.net.abc
249199388201660.000167com.amazon-adsystem
2501993630812780.000025com.vogue
251199354662300.000113com.wpengine
252199340981060.000338com.stripe
2531993326612610.000025org.kernel
254199297389410.000034com.politico
2551992641611930.000027org.unicode
256199256025800.000047org.eff
257199251745410.000051br.com.uol
258199248068520.000037com.about
2591992364413580.000024edu.hbs
260199236009540.000034com.dropboxusercontent
261199234649110.000035edu.jhu
262199220629930.000032co.elastic
263199218889130.000035com.steamcommunity
2641992015019710.000018com.googlesource
265199197605220.000054com.tandfonline
266199180102770.000097com.criteo
267199157085520.000050org.pbs
2681991298611060.000029edu.umd
26919912224640.000549co.g
270199083408650.000037com.foxnews
271199074561230.000261com.sharethis
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792193116469740.000033com.fandom
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7951931026835140.000011com.hsbc
7961931025434920.000011org.sciencenews
7971931024249160.000008com.blackplanet
7981931009632890.000011com.realclearpolitics
7991930936616980.000020com.pastebin
8001930919631900.000012uk.org.rspb
8011930832213770.000023com.techradar
802193080945290.000053com.indeed
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8041930714444910.000008com.xtgem
8051930610820730.000017ca.on.gov
8061930550035360.000011uk.co.thisismoney
807193049087970.000040gov.sec
8081930233011280.000028net.atlassian
8091930224039370.000009com.collinsdictionary
8101929994414790.000022edu.purdue
8111929902031790.000012com.wayfair
8121929890836110.000010org.chathamhouse
8131929790032180.000012org.rferl
814192972163970.000066com.skype
8151929653647380.000008edu.ualr
8161929601635230.000011org.diva-portal
8171929567227850.000013org.cfr
8181929480612490.000025com.merriam-webster
8191929296848350.000008com.designobserver
8201929273433990.000011org.pewforum
821192922002700.000100jp.co.amazon
8221929146839940.000009uk.co.dailyrecord
8231929093639510.000009edu.swarthmore
8241929057033390.000011com.ubs
8251928974810750.000030so.notion
8261928974228470.000013us.govtrack
8271928923612560.000025com.udemy
828192890403330.000079com.hackerone
8291928871637870.000010org.nationalinterest
8301928862631380.000012com.doubleclickbygoogle
831192880002790.000097de.amazon
8321928724420360.000018org.doxygen
8331928684016610.000020scot.gov
8341928665239330.000009de.berliner-zeitung
8351928586815190.000021com.billboard
836192839106810.000042com.gartner
8371928339046980.000008net.writeablog
8381928268824650.000014com.infoworld
839192820848230.000039com.sedo
8401928170032000.000012org.aei
84119280820710.000502com.oculus
8421928065215800.000021edu.ucsd
843192803963290.000081mp.mailchi
8441928028839170.000009edu.umaine
8451927922232620.000012org.iucnredlist
8461927913028270.000013com.lexology
8471927830448510.000008com.nation2
8481927815652900.000007com.anotepad
8491927805641280.000009za.co.mg
85019276824770.000467com.messenger
8511927646020830.000017org.dejure
8521927600244940.000008net.blogfreely
8531927563013020.000024org.owasp
8541927514233090.000011com.foreignaffairs
8551927509240670.000009tw.com.books
8561927491642670.000009ca.nfb
857192748223640.000073com.bitly
8581927456032250.000012org.osce
8591927402837260.000010uk.org.wwf
8601927400639710.000009org.truthout
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8631927236820440.000017se.haxx
864192722888970.000036com.emarketer
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8661927150810040.000032com.playstation
8671927133821960.000016org.sundance
868192712163630.000073eu.youronlinechoices
8691927119634960.000011com.rev
8701927108040710.000009in.thewire
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874192676101460.000205me.line
8751926747852020.000007net.bravejournal
8761926738631400.000012ru.kp
8771926733440140.000009com.ecowatch
878192667005140.000055org.debian
879192663025390.000052com.gofundme
880192661949760.000033com.pcmag
8811926491441510.000009com.theoutline
8821926451243160.000009org.icj-cij
8831926362614700.000022org.coursera
8841926161020760.000017gov.healthcare
8851926062637210.000010com.iconarchive
8861925973416570.000020net.leadpages
8871925903414860.000022com.technologyreview
8881925803223670.000015ca.citizenlab
8891925788436900.000010com.governing
8901925778233220.000011com.wikidot
8911925726023850.000015org.raspberrypi
8921925645246210.000008jp.ac.kobe-u
8931925545410730.000030com.timeanddate
8941925483610960.000029com.buffer
8951925403239780.000009com.ogilvy
896192515309400.000034com.css-tricks
8971925109615010.000021com.msdn
8981925013839580.000009com.gab
8991924999436730.000010com.what3words
9001924926012410.000026com.tableau
9011924831613190.000024com.xkcd
9021924822436950.000010com.nestle
9031924767849820.000007net.postheaven
904192464284700.000060com.fc2
9051924623817950.000019com.pcworld
9061924602825890.000014mp.j
9071924575443180.000009org.kuow
9081924530039060.000009org.migrationpolicy
909192452825850.000047com.fortune
9101924432437690.000010de.morgenpost
9111924412032820.000011uk.gov.data
9121924355849520.000007cz.webgarden
9131924310021180.000017org.donorbox
9141924219239090.000009de.uni-konstanz
9151924168442180.000009org.birdlife
9161924098238750.000010org.people-press
9171924077821320.000017to.dev
918192398469060.000035org.golang
9191923873224250.000015net.noscript
9201923774212230.000026com.podbean
9211923590641300.000009com.scienceblogs
9221923570649480.000007it.clyp
9231923549833550.000011edu.fordham
9241923169640760.000009org.oyez
9251923065634410.000011com.joebiden
9261922996028670.000013com.washingtonexaminer
9271922972811150.000028com.gizmodo
9281922911227570.000013org.healthaffairs
9291922891012320.000026com.searchengineland
930192286788540.000037fm.anchor
9311922741250840.000007com.zcubes
9321922725819950.000018com.ssllabs
9331922596410720.000030org.poynter
9341922443616440.000020net.java
9351922363215140.000021edu.usc
9361922325236800.000010org.carbonbrief
9371922150251650.000007org.csgrid
938192212863080.000087jp.ameblo
9391922006415780.000021com.sun
9401922001039590.000009org.rfa
9411921858826160.000014uk.gov.defra
9421921855639120.000009com.exxonmobil
9431921810252490.000007com.topsitenet
9441921773230120.000012com.html5rocks
9451921749436600.000010ca.yelp
9461921657629400.000013com.instructables
9471921558222120.000016org.linuxfoundation
9481921541040690.000009uk.org.woodlandtrust
9491921385420580.000017org.json
950192137902140.000124com.tripadvisor
9511921249052330.000007net.squareblogs
9521921237838640.000010ru.mid
953192121702310.000113com.myshopify
9541921110833100.000011com.flippa
9551921109238500.000010com.townandcountrymag
9561921093812920.000025build.bazel
9571921081652950.000007net.werite
9581921021212400.000026com.uk
9591920974223540.000015com.storify
9601920950832800.000011org.cjr
9611920885431580.000012org.acog
9621920844839210.000009br.com.sebrae
963192083802500.000107org.icann
9641920787616350.000020fr.blogspot
965192075821220.000262com.bizjournals
9661920728034060.000011org.cites
9671920710226870.000013com.tutsplus
9681920705834090.000011tr.com.aa
9691920638011090.000028org.whatbrowser
9701920575046800.000008org.learner
9711920514434240.000011no.yr
9721920373842710.000009com.s-nbcnews
9731920315041660.000009org.spie
9741920308213350.000024com.indiegogo
975192026347080.000042com.airbnb
9761920228842170.000009com.revolut
9771920151443390.000009org.atsjournals
9781920138610330.000031com.redhat
9791920076040660.000009uk.co.zoopla
980191998263180.000084it.google
9811919924611370.000028com.windowsphone
9821919866614850.000022edu.unc
983191985084660.000060gov.fda
984191984086530.000043com.zapier
9851919827221610.000016com.gigaom
9861919731644570.000008ru.novayagazeta
9871919650419360.000018br.com.correios
9881919646841010.000009google.design
9891919535021940.000016org.eu
9901919223837580.000010com.mail-archive
9911919131044370.000008com.out
9921919100047590.000008tw.focustaiwan
9931919094642350.000009org.insideclimatenews
9941919077420380.000017com.freeprivacypolicy
9951919044242650.000009org.escardio
9961919035446630.000008com.theschooloflife
997191897662410.000111com.naver
9981918836247110.000008edu.uah
9991918823016110.000020com.nike
10001918736043190.000009edu.mtsu

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!

May 2021 crawl archive now available

The crawl archive for May 2021 is now available! The data was crawled May 5 – 19 and contains 2.6 billion web pages or 280 TiB of uncompressed content. It includes page captures of 1.28 billion new URLs, not visited in any of our prior crawls.

Archive Location and Download

The May crawl archive is located in the commoncrawl bucket at crawl-data/CC-MAIN-2021-21/.

To assist with exploring and using the dataset, we provide gzipped files which list all segments, WARC, WAT and WET files.
By simply adding either s3://commoncrawl/ or https://commoncrawl.s3.amazonaws.com/ to each line, you end up with the S3 and HTTP paths respectively.

 File List#FilesTotal Size
Compressed (TiB)
SegmentsCC-MAIN-2021-21/segment.paths.gz100
WARC filesCC-MAIN-2021-21/warc.paths.gz6400066.17
WAT filesCC-MAIN-2021-21/wat.paths.gz6400017.61
WET filesCC-MAIN-2021-21/wet.paths.gz640007.65
Robots.txt filesCC-MAIN-2021-21/robotstxt.paths.gz640000.17
Non-200 responses filesCC-MAIN-2021-21/non200responses.paths.gz640001.86
URL index filesCC-MAIN-2021-21/cc-index.paths.gz3020.2

The Common Crawl URL Index for this crawl is available at: https://index.commoncrawl.org/CC-MAIN-2021-21/. Also the columnar index has been updated to contain this crawl.

Please donate to Common Crawl if you appreciate our free datasets! We’re also seeking corporate sponsors to partner with Common Crawl for our non-profit work in open data. Please contact [email protected] for sponsorship information.

April 2021 crawl archive now available

The crawl archive for April 2021 is now available! The data was crawled April 10 – 23 and contains 3.1 billion web pages or 320 TiB of uncompressed content. It includes page captures of 1.35 billion new URLs, not visited in any of our prior crawls.

Archive Location and Download

The April crawl archive is located in the commoncrawl bucket at crawl-data/CC-MAIN-2021-17/.

To assist with exploring and using the dataset, we provide gzipped files which list all segments, WARC, WAT and WET files.
By simply adding either s3://commoncrawl/ or https://commoncrawl.s3.amazonaws.com/ to each line, you end up with the S3 and HTTP paths respectively.

 File List#FilesTotal Size
Compressed (TiB)
SegmentsCC-MAIN-2021-17/segment.paths.gz100
WARC filesCC-MAIN-2021-17/warc.paths.gz6400069.78
WAT filesCC-MAIN-2021-17/wat.paths.gz6400021.05
WET filesCC-MAIN-2021-17/wet.paths.gz640009.25
Robots.txt filesCC-MAIN-2021-17/robotstxt.paths.gz640000.16
Non-200 responses filesCC-MAIN-2021-17/non200responses.paths.gz640001.76
URL index filesCC-MAIN-2021-17/cc-index.paths.gz3020.23

The Common Crawl URL Index for this crawl is available at: https://index.commoncrawl.org/CC-MAIN-2021-17/. Also the columnar index has been updated to contain this crawl.

Please donate to Common Crawl if you appreciate our free datasets! We’re also seeking corporate sponsors to partner with Common Crawl for our non-profit work in open data. Please contact [email protected] for sponsorship information.

February/March 2021 crawl archive now available

The crawl archive for February/March 2021 is now available! The data was crawled between February 24th and March 9th and contains 2.7 billion web pages or 280 TiB of uncompressed content. It includes page captures of 1.2 billion new URLs, not visited in any of our prior crawls.

Improvements and Fixes

The ISO639-3 code for the Hmong language was updated to "hmn" – the code "blu" used so far was already deprecated in 2008. Crawl archives prior to this crawl will still use the code "blu". More details about this update are found here.

Archive Location and Download

The February/March crawl archive is located in the commoncrawl bucket at crawl-data/CC-MAIN-2021-10/.

To assist with exploring and using the dataset, we provide gzipped files which list all segments, WARC, WAT and WET files.
By simply adding either s3://commoncrawl/ or https://commoncrawl.s3.amazonaws.com/ to each line, you end up with the S3 and HTTP paths respectively.

 File List#FilesTotal Size
Compressed (TiB)
SegmentsCC-MAIN-2021-10/segment.paths.gz100
WARC filesCC-MAIN-2021-10/warc.paths.gz6400062.51
WAT filesCC-MAIN-2021-10/wat.paths.gz6400018.44
WET filesCC-MAIN-2021-10/wet.paths.gz640008.06
Robots.txt filesCC-MAIN-2021-10/robotstxt.paths.gz640000.2
Non-200 responses filesCC-MAIN-2021-10/non200responses.paths.gz640001.58
URL index filesCC-MAIN-2021-10/cc-index.paths.gz3020.21

The Common Crawl URL Index for this crawl is available at: https://index.commoncrawl.org/CC-MAIN-2021-10/. Also the columnar index has been updated to contain this crawl.

Please donate to Common Crawl if you appreciate our free datasets! We’re also seeking corporate sponsors to partner with Common Crawl for our non-profit work in open data. Please contact [email protected] for sponsorship information.

Host- and Domain-Level Web Graphs October, November/December 2020 and January 2021

We are pleased to announce a new release of host-level and domain-level web graphs based on the crawls of October, November/December 2020 and January 2021. 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 include all scripts and tools required to construct the graphs. Instructions to explore the graphs in the webgraph format are given in our collection of webgraph notebooks.

Host-level graph

The graph consists of 490 million nodes and 2.57 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 414 million dangling nodes (84.4%) and the largest strongly connected component contains 42.6 million (8.7%) nodes.

Host names in the graph are in reverse domain name notation and a leading www. is stripped: www.subdomain.example.com becomes com.example.subdomain.

You can download the graph and the ranks of all 490 million hosts from AWS S3 on the path s3://commoncrawl/projects/hyperlinkgraph/cc-main-2020-21-oct-nov-jan/host/. Alternatively, you can use https://commoncrawl.s3.amazonaws.com/projects/hyperlinkgraph/cc-main-2020-21-oct-nov-jan/host/ as prefix to access the files from everywhere.

Please note that the text representation of the host-level graph is shipped in 36 gzip-compressed files listed in two path listings – one for the nodes, one for the edges. First, download the paths listing and uncompress it using “gzip”. By adding the prefix s3://commoncrawl/ or https://commoncrawl.s3.amazonaws.com/ to each line in the path listing you get the list of URLs to download the entire graph.

Download files of the Common Crawl Oct/Nov/Jan 2020-2021 host-level webgraph

SizeFileDescription
3.08 GBcc-main-2020-21-oct-nov-jan-host-vertices.paths.gznodes ⟨id, rev host⟩, paths of 12 vertices files
11.76 GBcc-main-2020-21-oct-nov-jan-host-edges.paths.gzedges ⟨from_id, to_id⟩, paths of 24 edges files
5.18 GBcc-main-2020-21-oct-nov-jan-host.graphgraph in BVGraph format
2 kBcc-main-2020-21-oct-nov-jan-host.properties
5.63 GBcc-main-2020-21-oct-nov-jan-host-t.graphtranspose of the graph (outlinks inverted to inlinks)
2 kBcc-main-2020-21-oct-nov-jan-host-t.properties
1 kBcc-main-2020-21-oct-nov-jan-host.statsWebGraph statistics
7.04 GBcc-main-2020-21-oct-nov-jan-host-ranks.txt.gzharmonic centrality and pagerank

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 86 million nodes and 1.47 billion edges. 50% or 43 million nodes are dangling nodes, the largest strongly connected component covers 34 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-2020-21-oct-nov-jan/domain/ resp. https://commoncrawl.s3.amazonaws.com/projects/hyperlinkgraph/cc-main-2020-21-oct-nov-jan/domain/.

Download files of the Common Crawl Oct/Nov/Jan 2020-2021 domain-level webgraph

SizeFileDescription
0.59 GBcc-main-2020-21-oct-nov-jan-domain-vertices.txt.gznodes ⟨id, rev domain, num hosts⟩
6.00 GBcc-main-2020-21-oct-nov-jan-domain-edges.txt.gzedges ⟨from_id, to_id⟩
3.40 GBcc-main-2020-21-oct-nov-jan-domain.graphgraph in BVGraph format
2 kBcc-main-2020-21-oct-nov-jan-domain.properties
3.26 GBcc-main-2020-21-oct-nov-jan-domain-t.graphtranspose of the graph
2 kBcc-main-2020-21-oct-nov-jan-domain-t.properties
1 kBcc-main-2020-21-oct-nov-jan-domain.statsWebGraph statistics
1.85 GBcc-main-2020-21-oct-nov-jan-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 86 million domain ranks is available for download.

Top 1000 domains ranked by harmonic centrality (Oct/Nov/Jan 2020-2021)

harmonic
centrality
rank
hc valuepage rankpage rank
value
reversed domain name
13035556610.017956com.googleapis
22942716430.012871com.facebook
32817356220.012899com.google
42570281250.007348com.twitter
52562831440.007628org.w
62529780860.007231com.youtube
72419546690.005352com.instagram
82335535680.005532org.gmpg
92323367470.006500com.googletagmanager
1022492432110.003277com.linkedin
1121576402100.004076com.cloudflare
1221468510140.002649com.gravatar
1321395642130.003020org.wordpress
1421353798220.001726com.pinterest
1520946722300.001242org.wikipedia
1620926308190.001834com.wordpress
1720877776160.002056com.gstatic
1820799472150.002451com.bootstrapcdn
1920795402180.001943com.apple
2020626472320.001165com.vimeo
2120527986410.000886be.youtu
2220419038210.001769com.jquery
2320391686280.001246com.microsoft
2420327544240.001500com.wp
2520314602450.000769com.blogspot
2620231490370.001025com.amazonaws
2720208912510.000691com.amazon
2820199388470.000740gl.goo
2920093688710.000448com.tumblr
3020070176350.001070com.google-analytics
3120050256610.000598ly.bit
3220030452200.001794com.adobe
3319998314170.002005com.github
3419989010500.000715org.mozilla
3519962834580.000639eu.europa
3619945306340.001103net.cloudfront
3719849112520.000682com.flickr
3819843288400.000909net.jsdelivr
3919833032910.000369com.googleusercontent
40198235601050.000347com.yahoo
4119752300560.000650co.t
4219722088330.001114com.googlesyndication
4319712406230.001517com.fontawesome
4419708354810.000392com.weebly
4519706054550.000653com.paypal
46196952881090.000308com.reddit
4719641534310.001231me.wp
4819640398730.000435com.medium
4919635162670.000491io.github
50195904441370.000225com.nytimes
51195878801210.000280com.soundcloud
5219585192270.001262ru.yandex
5319583494430.000786com.addthis
5419582250440.000776com.macromedia
5519560416660.000504org.w3
5619549714700.000451com.shopify
57195186721460.000201com.forbes
58195024481440.000205org.archive
5919496300900.000371org.creativecommons
60194903481940.000131uk.co.bbc
6119482926590.000630org.schema
6219479528390.000910com.baidu
6319464572360.001035net.doubleclick
64194599662000.000129com.cnn
6519451100530.000677com.whatsapp
6619449068600.000611com.vk
67194449662060.000126net.slideshare
68194439561580.000169com.bing
69194198781740.000152com.imdb
70193859561860.000140com.imgur
71193725202360.000112com.washingtonpost
72193710761760.000150com.theguardian
73193569522540.000102com.wsj
74193564742100.000123org.wikimedia
75193521282190.000117com.businessinsider
76193476982090.000123com.stackoverflow
77193427124090.000065com.msn
78193266543270.000079com.appspot
79193243341570.000172int.who
80193211122160.000119edu.stanford
81193167961790.000148org.apache
82193103903330.000078com.ibm
83193093543370.000077edu.mit
84193049382250.000116net.sourceforge
85192929321160.000288com.ytimg
8619287812570.000649net.fbcdn
87192824862850.000091com.techcrunch
88192765002690.000094com.bbc
89192754801550.000181com.wixsite
90192752221520.000189gov.nih
91192752002200.000117com.livejournal
92192706502330.000113uk.co.google
93192706104400.000062gov.nasa
9419263354540.000666com.googleadservices
95192434042620.000097edu.harvard
96192431542700.000094com.oracle
97192431262760.000093org.acm
98192386502180.000117org.ietf
99192384501850.000142com.blogger
100192384262230.000116gov.ca
101192346304650.000059fr.free
102192320582590.000098com.bloomberg
103192218442750.000093com.android
104192186363040.000085com.live
105192108121260.000271com.jimdo
106192088961690.000159com.issuu
107192058021660.000162com.giphy
108191941564380.000062com.ted
109191901783480.000075com.huffingtonpost
110191877821300.000254com.weibo
111191868621540.000186us.zoom
112191857942520.000103org.gnu
113191763324030.000066com.myspace
1141916212210390.000030com.wikia
115191525823730.000071net.researchgate
116191500583430.000075com.usatoday
117191483323090.000084com.reuters
118191439884000.000067uk.co.telegraph
119191412024460.000061com.latimes
120191309763720.000071com.example
121191295523450.000075com.githubusercontent
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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!

January 2021 crawl archive now available

The crawl archive for January 2021 is now available! The data was crawled between January 15th and 28th and contains 3.4 billion web pages or 350 TiB of uncompressed content. It includes page captures of 1.15 billion new URLs, not visited in any of our prior crawls.

Archive Location and Download

The January crawl archive is located in the commoncrawl bucket at crawl-data/CC-MAIN-2021-04/.

To assist with exploring and using the dataset, we provide gzipped files which list all segments, WARC, WAT and WET files.
By simply adding either s3://commoncrawl/ or https://commoncrawl.s3.amazonaws.com/ to each line, you end up with the S3 and HTTP paths respectively.

 File List#FilesTotal Size
Compressed (TiB)
SegmentsCC-MAIN-2021-04/segment.paths.gz100
WARC filesCC-MAIN-2021-04/warc.paths.gz7984078.98
WAT filesCC-MAIN-2021-04/wat.paths.gz7984022.92
WET filesCC-MAIN-2021-04/wet.paths.gz7984010.04
Robots.txt filesCC-MAIN-2021-04/robotstxt.paths.gz798400.23
Non-200 responses filesCC-MAIN-2021-04/non200responses.paths.gz798402.11
URL index filesCC-MAIN-2021-04/cc-index.paths.gz3020.26

The Common Crawl URL Index for this crawl is available at: https://index.commoncrawl.org/CC-MAIN-2021-04/. Also the columnar index has been updated to contain this crawl.

Please donate to Common Crawl if you appreciate our free datasets! We’re also seeking corporate sponsors to partner with Common Crawl for our non-profit work in open data. Please contact [email protected] for sponsorship information.