November 2017 Crawl Archive Now Available

The crawl archive for November 2017 is now available! The archive is located in the commoncrawl bucket at crawl-data/CC-MAIN-2017-47/. It contains 3.2 billion web pages and 260 TiB of uncompressed content.

To improve coverage and freshness we added 750 million new URLs (not contained in any crawl archive before)

  • sampled from sitemaps if provided by any of the top 80 million hosts taken from the Aug/Sept/Oct 2017 webgraph data set
  • found by a side crawl within a maximum of 4 links (“hops”) away from the home pages of the top 10 million hosts and domains
  • a random sample take from WAT files of the October crawl
  • and the continued donation of URLs from mixnode.com

For the first time, during the November crawl, we took measures to actively fight link spam. In the past our policy was to direct the crawl to relevant content, a strategy which avoids spam but does not exclude it. Spam is a valid object of research, and thus spammy content is included in our crawl archives. Spam should not bear on other use cases (mining data for natural language processing) as long as it represents a very low percentage of all documents. However, during this crawl, we faced significant technical challenges caused by link spam:

Penalizing spam domains is the easiest way for us to avoid further issues and also to ensure that these spam clusters do not start to dominate future crawls.

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-2017-47/segment.paths.gz100
WARC filesCC-MAIN-2017-47/warc.paths.gz8000066.17
WAT filesCC-MAIN-2017-47/wat.paths.gz8000020.71
WET filesCC-MAIN-2017-47/wet.paths.gz800009.06
Robots.txt filesCC-MAIN-2017-47/robotstxt.paths.gz800000.16
Non-200 responses filesCC-MAIN-2017-47/non200responses.paths.gz800002.33
URL index filesCC-MAIN-2017-47/cc-index.paths.gz3020.24

The Common Crawl URL Index for this crawl is available at: http://index.commoncrawl.org/CC-MAIN-2017-47/. For more information on working with the URL index, please refer to the previous blog post or the Index Server API. There is also a command-line tool client for common use cases of the URL index.

We are grateful to our friends at mixnode for donating a seed list of 300+ Million URLs to enhance the Common 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 Aug/Sept/Oct 2017

We are pleased to announce a new release of host-level and domain-level web graphs based on the published crawls of August, September, and October 2017. These graphs, along with ranked lists of hosts and domains, follow the first (February, March, April 2017) and second (May, June, July 2017) web graph releases. Additional information about data formats, the processing pipeline, our objectives, and credits can be found in a prior announcement.

What’s new?

Here is a summary of notable aspects of this web graph release:

  • Tools and scripts to produce the web graph and rank the graph vertices are released as part of the project “cc-webgraph” on GitHub.
  • As compared to prior web graphs, two changes are caused by the large size of this host-level graph (5.1 billion hosts):
    • the text dump of the graph is split into multiple files;
    • there is no page rank calculation at this time. At present, we provide ranking by harmonic centrality, and hope to add page rank values in the upcoming weeks.
  • For the domain-level graph, we provide ranking by both harmonic centrality and page rank.
  • The host-level graph contains a significant portion of hosts related to link spam clusters (possibly 50% or more of the hosts). This data set, therefore, is a useful tool for the study of link spam; from it, we have identified 300,000 spam domains. 2.25 billion hosts in the host-level webgraph belong to these domains. However, in the October crawl archive, these domains comprise less than 2% of the crawled HTML pages (56 million pages out of 3.6 billion) and less than 0.3% of the crawled domains (70,000 out of 26 million). We will start to penalize pages from these domains going forward.

Host-level graph

The graph consists of 5.1 billion nodes and 18.8 billion edges. The graph includes dangling nodes i.e. hosts that have not been crawled yet are pointed to from a link on a crawled page. The host names are reversed and a leading www. is stripped: www.subdomain.example.com becomes com.example.subdomain.

You can download the graph and the ranks of all 5.1 billion hosts from AWS S3 on the path s3://commoncrawl/projects/hyperlinkgraph/cc-main-2017-aug-sep-oct/hostgraph/. Alternatively, you can use https://commoncrawl.s3.amazonaws.com/projects/hyperlinkgraph/cc-main-2017-aug-sep-oct/hostgraph/ as prefix to access the files from everywhere.

The following files and formats are provided:

SizeFileDescription
27.9 GBvertices.paths.gznodes ⟨id, rev host⟩, paths of 48 vertices files
95.2 GBedges.paths.gzedges ⟨from_id, to_id⟩, paths of 72 edge files
37.9 GBbvgraph.graphgraph in BVGraph format
2.0 GBbvgraph.offsets
2 kBbvgraph.properties
56.9 GBbvgraph-t.graphtranspose of the graph (outlinks mapped to inlinks)
6.7 GBbvgraph-t.offsets
2 kBbvgraph-t.properties
1 kBbvgraph.statsWebGraph statistics
32 GBranks.txt.gzhosts ranked by harmonic centrality

To download the graph in text format, you need to download all files listed in the two path listings.

Domain-level graph

The domain graph was built by aggregating the host graph on the level of pay-level domains (PLDs). The extraction of PLDs is based on the public suffix list from publicsuffix.org. Only “ICANN” domains are accepted; “private” domains are not accepted (cf. section “divisions” in the documentation on publicsuffix.org). For example, foo.blogspot.com and commoncrawl.s3.amazonaws.com are not accepted as pay-level domains, they are aggregated, respectively, as the domains blogspot.com, amazonaws.com.

The domain-level graph has 93 million nodes and 1,258 million edges. 60% or 56 million nodes are dangling nodes, the largest strongly connected component covers 31 million or 33% of the nodes.

All files related to the domain graph are available on AWS S3 under s3://commoncrawl/projects/hyperlinkgraph/cc-main-2017-aug-sep-oct/domaingraph/ resp. https://commoncrawl.s3.amazonaws.com/projects/hyperlinkgraph/cc-main-2017-aug-sep-oct/domaingraph/.

Download files of the Common Crawl Aug/Sept/Oct 2017 domain-level webgraph

SizeFileDescription
0.65 GBvertices.txt.gznodes ⟨id, rev host⟩
5.0 GBedges.txt.gzedges ⟨from_id, to_id⟩
2.7 GBbvgraph.graphgraph in BVGraph format
0.09 GBbvgraph.offsets
2 kBbvgraph.properties
3.0 GBbvgraph-t.graphtranspose of the graph (outlinks mapped to inlinks)
0.14 GBbvgraph-t.offsets
2 kBbvgraph-t.properties
1 kBbvgraph.statsWebGraph statistics
1.9 GBranks.txt.gzharmonic centrality and pagerank

Below you’ll find the top 1000 domains ranked by Harmonic Centrality or PageRank. The full list of all 93 million domains is available for download.

Top 1000 domains ranked by harmonic centrality (Aug/Sept/Oct 2017)

harmonic
centrality
rank
hc valuepage rankpage rank
value
reversed domain name
12462439410.016162com.facebook
22248914230.009682com.google
32223066640.009431com.twitter
42192025020.011812com.googleapis
52144646250.008148com.youtube
61915827260.005169org.gmpg
71891859670.003893com.instagram
81878007490.003043com.linkedin
918322072100.002469org.wordpress
1018163650200.001295org.wikipedia
1117977714160.001665com.pinterest
1217934400230.001146com.wordpress
1317769666300.000940com.blogspot
1417754502150.001705com.apple
1517668520190.001310com.gravatar
1617559336210.001278com.vimeo
1717418572110.002239com.adobe
1817384530260.001022com.microsoft
1917371196360.000819com.amazon
2017338218140.001979com.macromedia
2117291274560.000617com.flickr
2217174674480.000707com.tumblr
2317140484460.000716be.youtu
2417134992390.000792gl.goo
2517053582270.001006com.paypal
2616948294720.000500com.yahoo
2716940548730.000498ly.bit
2816907622250.001066com.amazonaws
2916905114350.000836me.wp
3016860996970.000263com.nytimes
3116822716380.000794com.github
3216802262320.000884io.github
3316747451800.000376org.creativecommons
34167136171070.000223com.googleusercontent
3516708091860.000325com.weebly
36166913361100.000213com.blogger
3716675803620.000602net.cloudfront
3816652535420.000756com.huffingtonpost
3916626251780.000398eu.europa
4016602228770.000421org.mozilla
41166000541540.000144org.wikimedia
42165981991300.000165net.slideshare
43165699921290.000166com.myspace
4416564424220.001153net.fbcdn
4516558860790.000378com.medium
4616542265310.000902com.cloudflare
4716520668660.000558org.w3
4816520419440.000732com.cnn
4916509535170.001657com.bootstrapcdn
50164885541020.000239com.android
51164675451920.000118com.photobucket
5216418457850.000342com.soundcloud
53164132331650.000135com.ebay
54164099272140.000103com.about
55164073811270.000169org.apache
5616404812700.000505com.wp
57164041142740.000081gov.nasa
58163621151050.000230com.yelp
5916346871880.000315co.t
60163440312480.000090com.livejournal
61163329011450.000151uk.co.bbc
62163195481120.000198com.issuu
63163172992850.000078com.cnbc
64163126131320.000164org.ietf
65163125381060.000224com.dropbox
66163031112430.000091uk.co.telegraph
67163020933000.000075com.appspot
68163020371350.000158com.forbes
69162941261330.000162net.sourceforge
7016285841710.000502com.gstatic
71162569752340.000093org.npr
7216240414840.000342com.wix
73162326331800.000126com.live
74162248801430.000152com.spotify
75162205313580.000061com.alexa
7616220429400.000787com.statcounter
7716219025290.000952com.squarespace
7816216103520.000667com.mashable
79162062762880.000077edu.mit
80161970411850.000120com.oracle
8116196376500.000691com.bing
82161841931460.000150com.imgur
83161813033310.000067gov.loc
84161661391810.000126com.disqus
8516162488470.000714net.akamaihd
86161601771840.000124com.typepad
87161567972260.000096com.mozilla
88161490312660.000083me.about
89161479871150.000196com.baidu
90161449281040.000233com.reddit
91161397221520.000145com.theguardian
92161394914310.000050edu.ucla
93161372334030.000054com.evernote
94161338151170.000192org.archive
95161292641530.000144org.gnu
96161239312860.000078com.foursquare
97161237533250.000069com.buzzfeed
98161196792190.000099com.techcrunch
99161115611760.000128com.imdb
100160958283760.000058com.slate
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1021608304980.003658com.godaddy
103160819343480.000063com.mysql
104160815431860.000120com.wsj
105160814793290.000068com.w3schools
106160775991490.000148com.etsy
107160752164710.000047uk.ac.ox
108160703902350.000093com.nbcnews
109160672642710.000082com.wired
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111160529722410.000091com.cnet
112160479622920.000077com.reuters
11316037078370.000802com.fb
114160257735540.000042edu.princeton
11516021981760.000429com.paypalobjects
116160091602910.000077com.meetup
117160071892280.000096com.businessinsider
118160071891690.000132com.digg
119160002732900.000077edu.harvard
120159927464150.000052org.nodejs
121159875292240.000097gov.ca
122159814781220.000186com.feedburner
123159813631580.000142com.opera
124159786151250.000171com.twimg
125159783984120.000053edu.berkeley
126159754291680.000132com.dribbble
127159674022680.000082com.bloomberg
128159671623100.000071uk.co.dailymail
129159626552840.000078com.msn
130159626534450.000049org.worldbank
131159597961160.000196com.jquery
13215959089810.000376net.doubleclick
13315952785680.000520org.schema
134159461273080.000072com.bbc
135159459932520.000090com.aol
136159431612120.000105com.go
137159413452540.000089com.usatoday
138159331984920.000046com.theverge
139159317032770.000080com.ibm
14015926311900.000284com.addthis
141159262831280.000166com.eventbrite
142159248885040.000045co.g
143159248572310.000095com.staticflickr
144159211453020.000074com.time
145159190142100.000105com.surveymonkey
146159185212080.000106com.washingtonpost
147159164914140.000053org.pbs
148159162673320.000067uk.co.blogspot
149159150211640.000138com.zendesk
150159120313500.000062com.images-amazon
151159119611410.000153gov.nih
152159111362950.000076com.latimes
153159077872700.000082au.com.google
154159042824600.000047gov.wa
155159040895260.000044org.eclipse
156159002044300.000050uk.co.guardian
15715897748450.000720me.fb
158158977383180.000070com.gmail
159158918035050.000045com.pixabay
160158888863750.000058org.un
161158843964200.000051com.variety
162158824431200.000187com.list-manage
163158816285600.000041edu.washington
164158804101130.000198uk.co.google
165158778596420.000039org.chromium
166158664195570.000042org.sciencemag
167158616895910.000040com.chron
168158585374290.000050org.python
169158565998130.000036it.scoop
170158516082980.000076com.example
171158445798880.000033edu.gatech
172158336128000.000037com.arstechnica
1731582920110910.000026com.panoramio
174158266388450.000035edu.illinois
175158228242130.000104com.rackcdn
176158212502250.000096net.php
177158195823130.000071org.acm
178158166374610.000047com.scribd
179158154484680.000047com.dropboxusercontent
180158125903680.000059com.kickstarter
181158118665510.000042com.quora
182158118311180.000188com.jimdo
183158104482150.000102gov.ftc
184158072933030.000074com.stackoverflow
185158013891940.000117org.drupal
186158010001010.000239org.bbb
187157997156440.000039com.withgoogle
18815798347690.000516com.vk
189157976459190.000032edu.utah
190157954473950.000055com.theatlantic
191157921104060.000054edu.cornell
192157894778860.000033com.flipboard
193157891594330.000050com.cisco
194157829672760.000080fr.free
195157809354560.000048com.getpocket
19615774946280.000982ru.yandex
197157741742020.000110uk.co.amazon
198157731763460.000063gov.whitehouse
199157697318070.000036edu.columbia
200157690404590.000047com.venturebeat
201157684293630.000060com.webs
202157621568480.000035edu.yale
203157603254930.000046com.zdnet
204157597076320.000039org.kernel
205157555848950.000032com.businessweek
206157545116560.000038com.economist
207157514669160.000032com.jetbrains
208157441719380.000031uk.org.tate
209157438426060.000040com.libsyn
210157428821420.000152com.windowsphone
211157425944470.000049au.gov.nsw
212157345924070.000053com.inc
213157336329910.000029com.googlecode
214157328031870.000120com.mailchimp
21515729191550.000619com.people
216157288712000.000112net.behance
217157279943430.000064com.wiley
218157267233590.000061com.wikihow
21915725173490.000698com.googletagmanager
22015724381950.000279de.google
22115722940870.000324com.qq
2221572053910110.000028com.storify
223157201276120.000039com.box
224157147791750.000129jp.co.yahoo
225157106578350.000035org.unicode
226157103426940.000038com.vogue
227157095145320.000043com.samsung
228157087792400.000092com.salesforce
229157041174530.000049com.deviantart
230157030858700.000034com.ecwid
231157012973140.000071com.barnesandnoble
232156990183720.000058com.oreilly
233156983839000.000032org.arxiv
2341569829410120.000028edu.rice
235156973351110.000208com.shopify
236156945723170.000070com.tripod
237156937505060.000045com.wikia
238156925483270.000068com.dailymotion
2391569226811190.000025com.diigo
240156912995900.000040com.nationalgeographic
241156906731400.000153com.tripadvisor
242156905543790.000057com.office
243156897531470.000149com.stumbleupon
24415687628570.000615com.bleacherreport
245156862912630.000085gov.cdc
246156828339780.000029com.discogs
247156799659600.000030ms.1drv
248156797009660.000030com.hbo
249156782678680.000034org.eff
250156782154700.000047gov.dot
251156749646600.000038gov.fcc
252156746507050.000038com.tinypic
253156738885660.000041com.vice
254156736053300.000068com.skype
255156690743870.000056com.cbsnews
256156678395180.000044com.blackberry
257156644669260.000031org.ieee
258156639278020.000037com.googleblog
259156624538980.000032gov.ky
260156615613420.000064int.who
261156586547350.000037com.unsplash
262156582147370.000037com.indiatimes
263156554164820.000046com.git-scm
264156478883660.000060com.ted
265156478832270.000096com.mapquest
2661564591910730.000026com.sublimetext
267156441128640.000034gov.mo
268156437315700.000041com.foxnews
269156430868050.000036com.livestream
270156358333600.000061com.springer
271156355348110.000036gov.michigan
272156331804740.000046com.npmjs
273156315599670.000030com.ning
274156301375780.000041com.java
275156300405460.000043de.blogspot
276156298329330.000031gov.mt
277156262109720.000029in.blogspot
278156261706690.000038com.sfgate
2791562149311010.000026com.trello
2801562143410760.000026org.amnesty
281156207569630.000030com.hatenablog
282156189414990.000045com.ft
283156176838340.000035com.marketwatch
284156159091500.000145com.ytimg
285156158508320.000036com.yellowpages
2861561480510420.000027edu.psu
287156147898620.000034gov.oregon
2881561374910490.000027edu.ucsd
2891561291312730.000022com.codeplex
290156127789220.000031com.ubuntu
2911561181911610.000024edu.purdue
292156102294050.000054com.goodreads
2931560971218960.000017com.fifa
294156086832180.000099com.wufoo
295156078802750.000080com.hubspot
296156070858940.000033gov.nist
297156057713450.000063com.sxsw
298156053375300.000043gov.state
299156034259640.000030edu.upenn
3001560207010840.000026com.alibaba
3011560146810250.000028com.boston
302155999828510.000035com.timeanddate
303155982706750.000038org.aarp
304155977331950.000117de.amazon
305155951923440.000063com.prnewswire
3061559452811430.000025com.posterous
307155905257950.000037com.atlassian
3081558843512980.000022net.comcast
3091558762610290.000028edu.wisc
3101558716110670.000027com.qz
311155863474810.000046com.intel
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318155797853990.000054edu.cmu
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325155661989740.000029com.nintendo
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328155638961590.000141com.weibo
329155625789790.000029edu.utexas
330155622582640.000084com.getbootstrap
331155606723900.000056com.businesswire
3321555796910970.000026com.hotmail
333155548908210.000036us.imageshack
334155521842940.000076net.themeforest
335155508663380.000065org.debian
336155507911310.000164com.bandcamp
337155492498220.000036net.daringfireball
3381554780512300.000023edu.northwestern
3391554564711340.000025com.discovery
3401554404622680.000014com.wikidot
341155409919900.000029com.indiegogo
342155398109970.000028co.vine
343155391298800.000033com.engadget
344155382639340.000031com.stackexchange
345155378922560.000088com.smugmug
346155378825480.000043com.newyorker
3471553623919070.000017edu.cuny
3481553577610280.000028id.co.blogspot
349155338701970.000116com.wixsite
350155333768460.000035tv.ustream
351155333548820.000033fr.blogspot
352155329511190.000188com.constantcontact
353155321386290.000039us.mn.state
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355155318854950.000046com.moz
3561553015315130.000019org.khanacademy
357155295123330.000067mp.j
358155294609520.000030gov.fbi
359155284285120.000044com.giphy
3601552766510050.000028au.net.abc
3611552660312970.000022ie.thejournal
362155252345990.000040com.uk
363155244679250.000031gov.usgs
364155242588760.000033edu.umich
365155233589060.000032org.change
366155222356250.000039org.redcross
367155209502580.000087to.amzn
368155189058830.000033gov.maryland
369155184733640.000060com.fastcompany
37015516021130.002020com.wixstatic
3711551530313780.000020org.owasp
3721551477212060.000023com.googledrive
373155139469860.000029org.plos
3741551391315250.000019org.cambridge
375155133598690.000034ca.cbc
376155101508710.000033com.mlb
3771550915910430.000027com.dell
3781550901911530.000024com.nba
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380155079858720.000033com.slack
381155076146610.000038com.chicagotribune
3821550677418260.000018org.gnome
383155053751710.000131fr.google
384155048232290.000095com.scorecardresearch
385155042318740.000033com.searchengineland
3861550166411990.000023com.mtv
3871550075021820.000014ca.uwaterloo
388154997433470.000063org.whatbrowser
3891549849613240.000021com.nike
3901549737117190.000019net.boingboing
3911549671113280.000021edu.jhu
3921549657913220.000021edu.academia
393154948308530.000035com.sun
394154933126520.000038br.com.uol
39515492698580.000615me.m
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908151900787990.000037com.adage
9091518988721000.000015com.netvibes
9101518988731730.000009edu.iastate
911151896804800.000046com.taobao
9121518929713360.000021com.today
9131518866434880.000009edu.usf
9141518865820090.000016com.thestar
9151518826022050.000014org.r-project
9161518800814060.000020com.sap
9171518771530400.000010org.charitywater
9181518720424830.000012tv.blip
9191518708421170.000015com.livestrong
9201518704623210.000013com.britannica
9211518598834080.000009au.com.theage
9221518598115610.000019com.mercurynews
9231518546618970.000017com.foxsports
9241518501212960.000022org.apa
9251518377933480.000009tv.arte
9261518352133020.000009com.bhphotovideo
9271518349112660.000022com.comodo
928151833638010.000037com.brightcove
9291518296234830.000009uk.org.bhf
9301518252341550.000007mx.unam
9311518155311110.000025com.convertkit
9321518153322070.000014com.geekwire
9331518141426130.000012nl.xs4all
9341518121728520.000011com.newsvine
9351518079024720.000013com.w3techs
9361518037721920.000014com.newscientist
9371517998131510.000009com.popsci
9381517990718350.000018gov.in
9391517943511950.000023com.gotomeeting
9401517916124240.000013com.fox
9411517884913400.000021com.rollingstone
9421517789513460.000021co.angel
9431517752525440.000012com.avg
944151770881090.000213com.yimg
945151733434640.000047com.zenfolio
9461517234223660.000013org.kde
947151720159390.000031uk.co.eventbrite
9481517187240820.000007net.minecraft
9491517171866270.000005fr.unblog
9501517144626160.000012com.ezinearticles
9511517111619560.000017com.macworld
9521517109210260.000028com.uservoice
9531517047235190.000008cc.arduino
9541517031824360.000013net.oauth
955151700614460.000049com.gotowebinar
9561517003026070.000012us.zoom
9571516970319720.000016com.wetransfer
958151692215970.000040ru.google
959151690014500.000049com.meyerweb
9601516887634200.000009org.britishcouncil
9611516868833940.000009net.deviantart
9621516862311720.000024com.intuit
9631516843810880.000026com.americanexpress
9641516842620080.000016com.amzn
9651516777620600.000016net.speedtest
9661516750532060.000009se.blogspot
967151673654090.000053com.mapbox
9681516702436940.000008edu.uky
9691516670710220.000028gov.va
9701516666340380.000007com.secondlife
9711516655120610.000016com.comcast
9721516593414960.000019com.espn
9731516573410540.000027com.walmart
9741516562141690.000007org.edublogs
9751516505321280.000015com.mydomain
976151645789820.000029us.tx.state
9771516437241600.000007ca.yorku
9781516429410560.000027jp.ne.goo
979151641038120.000036com.emarketer
9801516308618220.000018uk.gov.legislation
9811516290336680.000008tt.db
9821516264359400.000005edu.ua
9831516235733910.000009com.mlive
9841516220513480.000021com.arabianbusiness
9851516213419420.000017org.c-span
9861516131519160.000017uk.co.wired
9871516107624820.000012org.worldcat
9881515960823140.000014net.daum
9891515921526310.000012com.chow
9901515918233010.000009org.ibiblio
9911515904112230.000023gov.archives
9921515859125390.000012com.univision
9931515814819380.000017com.aliexpress
9941515704043770.000007com.vodpod
9951515698318530.000018com.merriam-webster
9961515690824270.000013org.hrc
9971515631925160.000012com.crunchbase
9981515616233510.000009fr.cnrs
9991515594714310.000020com.ktvb
1000151555583260.000068pl.google

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!

October 2017 Crawl Archive Now Available

The crawl archive for October 2017 is now available! The archive is located in the commoncrawl bucket at crawl-data/CC-MAIN-2017-43/. It contains 3.65 billion web pages and over 300 TiB of uncompressed content.

To improve coverage and freshness we added over 900 million new URLs (not contained in any crawl archive before):

  • 350 million URLs are a random sample extracted from sitemaps if provided by any of the top 80 million hosts taken from the May/June/July 2017 webgraph data set
  • 250 million URLs were found by a side crawl within a maximum of 3 links (“hops”) away from the home pages of the top 80 million hosts
  • 150 million URLs are randomly chosen from WAT files of the September crawl
  • 180 million URLs are links donated by mixnode.com

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-2017-43/segment.paths.gz100
WARC filesCC-MAIN-2017-43/warc.paths.gz8910084.9
WAT filesCC-MAIN-2017-43/wat.paths.gz8910024.33
WET filesCC-MAIN-2017-43/wet.paths.gz8910010.58
Robots.txt filesCC-MAIN-2017-43/robotstxt.paths.gz891000.17
Non-200 responses filesCC-MAIN-2017-43/non200responses.paths.gz891002.62
URL index filesCC-MAIN-2017-43/cc-index.paths.gz3020.28

The Common Crawl URL Index for this crawl is available at: http://index.commoncrawl.org/CC-MAIN-2017-43/. For more information on working with the URL index, please refer to the previous blog post or the Index Server API. There is also a command-line tool client for common use cases of the URL index.

We are grateful to our friends at mixnode for donating a seed list of 200+ Million URLs to enhance the Common 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.

September 2017 Crawl Archive Now Available

September 2017 Crawl Archive Now Available

The crawl archive for September 2017 is now available! The archive is located in the commoncrawl bucket at crawl-data/CC-MAIN-2017-39/. It contains 3.01 billion web pages and over 250 TiB of uncompressed content.

To improve coverage and freshness we added one billion new URLs (not contained in any crawl archive before):

  • 300 million URLs are a random sample extracted from sitemaps if provided by any of the top 60 million hosts taken from the May/June/July 2017 webgraph data set
  • 500 million URLs were found by a side crawl within a maximum of 3 links (“hops”) away from the home pages of the top 60 million hosts and from a list of university domains collected by a Common Crawl user
  • 200 million URLs are randomly chosen from WAT files of the August crawl

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-2017-39/segment.paths.gz100
WARC filesCC-MAIN-2017-39/warc.paths.gz7200059.13
WAT filesCC-MAIN-2017-39/wat.paths.gz7200020.1
WET filesCC-MAIN-2017-39/wet.paths.gz720008.86
Robots.txt filesCC-MAIN-2017-39/robotstxt.paths.gz720000.16
Non-200 responses filesCC-MAIN-2017-39/non200responses.paths.gz720002.07
URL index filesCC-MAIN-2017-39/cc-index.paths.gz3020.23

The Common Crawl URL Index for this crawl is available at: http://index.commoncrawl.org/CC-MAIN-2017-39/. For more information on working with the URL index, please refer to the previous blog post or the Index Server API. There is also a command-line tool client for common use cases of the URL index.

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.

August 2017 Crawl Archive Now Available

August 2017 Crawl Archive Now Available

The crawl archive for August 2017 is now available! The archive is located in the commoncrawl bucket at crawl-data/CC-MAIN-2017-34/. It contains 3.28 billion+ web pages and over 280 TiB of uncompressed content.

To improve coverage and freshness we used the top 50 million ranked hosts from the May/June/July 2017 webgraph data set and added over 800 million new URLs (not contained in any crawl archive before), of which

  • 300 million URLs were found by a side crawl within a maximum of 3 links (“hops”) away from the home pages of the top 40 million hosts;
  • 525 million URLs are a random sample extracted from sitemaps (if provided by any of the top 50 million hosts).

The following improvements affect the WAT and WET extraction:

  • improved spacing / word segmentation in WET extracts, see issue #13
  • extract URLs from JavaScript code in onClick attributes (issue #8)

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-2017-34/segment.paths.gz100
WARC filesCC-MAIN-2017-34/warc.paths.gz7200065.14
WAT filesCC-MAIN-2017-34/wat.paths.gz7200022.18
WET filesCC-MAIN-2017-34/wet.paths.gz720009.81
Robots.txt filesCC-MAIN-2017-34/robotstxt.paths.gz720000.12
Non-200 responses filesCC-MAIN-2017-34/non200responses.paths.gz720001.49
URL index filesCC-MAIN-2017-34/cc-index.paths.gz3020.24

The Common Crawl URL Index for this crawl is available at: http://index.commoncrawl.org/CC-MAIN-2017-34/. For more information on working with the URL index, please refer to the previous blog post or the Index Server API. There is also a command-line tool client for common use cases of the URL index.

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.

Now Available: Host- and Domain-Level Web Graphs

We are pleased to announce the release of host-level and domain-level web graphs based on the published crawls of May, June, and July 2017. These graphs, along with ranked lists of hosts and domains, follow on our first host-level web graph (February, March, April 2017). Detailed information about the data formats, the processing pipeline, our objectives, and credits can be found in the prior announcement.

Host-level graph

The graph consists of 1.3 billion nodes and 5.25 billion edges. The graph includes dangling nodes i.e. hosts that have not been crawled yet are pointed to from a link on a crawled page. The host names are reversed and a leading www. is stripped: www.subdomain.example.com becomes com.example.subdomain.

You can download the graph and the ranks of all 1.3 billion hosts from AWS S3 on the path s3://commoncrawl/projects/hyperlinkgraph/cc-main-2017-may-jun-jul/hostgraph/. Alternatively, you can use https://commoncrawl.s3.amazonaws.com/projects/hyperlinkgraph/cc-main-2017-may-jun-jul/hostgraph/ as prefix to access the files from everywhere.

The following files and formats are provided:

SizeFileDescription
7.8 GBvertices.txt.gznodes ⟨id, rev host⟩
20.4 GBedges.txt.gzedges ⟨from_id, to_id⟩
10.0 GBbvgraph.graphgraph in BVGraph format
0.59 GBbvgraph.offsets
2 kBbvgraph.properties
14.5 GBbvgraph-t.graphtranspose of the graph (outlinks mapped to inlinks)
1.6 GBbvgraph-t.offsets
2 kBbvgraph-t.properties
1 kBbvgraph.statsWebGraph statistics
18.9 GBranks.txt.gzharmonic centrality and pagerank

Note that differences in the rankings and the structure of the web graph are due our objective to make monthly crawls more diverse and to reduce the overlap between consecutive crawls. During both February/March/April and May/June/July we crawled about 9 billion pages. As an indicator of less overlap the number of unique URLs increased from 5.0 to 6.2 billion and the number of unique hosts went up from 70 to 90 million (or from 65 to 82 million with leading “www.” removed). The largest strongly connected component contains now 59 million nodes/hosts (45 million in the February/March/April graph). However, the May/June/July host-level graph has doubled its size in terms of edges and more than tripled in terms of nodes. This growth is caused by a significant increase in the number of dangling nodes. 1.2 billion dangling nodes provide a solid foundation to extend the next crawls but we need a closer look at the distribution of these hosts among domains and TLDs.

Domain-level graph

The domain graph was built by aggregating the host graph on the level of pay-level domains (PLDs). The extraction of PLDs is based on the public suffix list from publicsuffix.org. Only “ICANN” domains are accepted, “private” domains are not (cf. section “divisions” in the documentation on publicsuffix.org). In short, foo.blogspot.com and commoncrawl.s3.amazonaws.com are not accepted as pay-level domains, they are aggregated as domains blogspot.com resp. amazonaws.com.

The domain-level graph has 91 million nodes and 1,071 million edges. 55% are dangling nodes, the largest strongly connected component covers 30 million or 33% of the nodes.

All files related to the domain graph are placed on AWS S3 under s3://commoncrawl/projects/hyperlinkgraph/cc-main-2017-may-jun-jul/domaingraph/ resp. https://commoncrawl.s3.amazonaws.com/projects/hyperlinkgraph/cc-main-2017-may-jun-jul/domaingraph/.

Download files of the Common Crawl May/June/July 2017 domain-level webgraph

SizeFileDescription
0.63 GBvertices.txt.gznodes ⟨id, rev host⟩
4.3 GBedges.txt.gzedges ⟨from_id, to_id⟩
2.4 GBbvgraph.graphgraph in BVGraph format
0.09 GBbvgraph.offsets
2 kBbvgraph.properties
2.6 GBbvgraph-t.graphtranspose of the graph (outlinks mapped to inlinks)
0.13 GBbvgraph-t.offsets
2 kBbvgraph-t.properties
1 kBbvgraph.statsWebGraph statistics
1.8 GBranks.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 domains is available for download.

Top 1000 domains ranked by harmonic centrality (May/June/July 2017)

harmonic
centrality
rank
hc valuepage rankpage rank
value
reversed hostname
12498995210.0155264576161686com.facebook
22246088030.00866038900847366com.twitter
32209751420.0128827315785546com.googleapis
42130161640.00741843063139714com.youtube
52123440250.00706371663388533com.google
71899088260.00545683515949591org.gmpg
818904882100.00280210492427644com.linkedin
91884345090.00307727244449465com.instagram
1018259830250.00126167740795298org.wikipedia
1118053094380.00101731276962237com.blogspot
1217970588340.00109405966554137com.wordpress
1317919956220.00141960022500196com.pinterest
1417835014160.0020636325734346com.apple
1517697268140.00222054582589118org.wordpress
1717561416120.00240805753831021com.macromedia
1817508598320.00111771803587573com.gravatar
1917446398550.000661340427978196be.youtu
2017384778520.000701194639286359com.amazon
2117353492170.00187094862083697com.adobe
2217343286560.000637906122981968com.flickr
2317323658470.000801430611613196com.vimeo
2417279624490.000729089638101731gl.goo
2517250688420.000933859058158277com.paypal
2617229298460.000826236952032279com.microsoft
2817103198700.000474840687818822ly.bit
2917089526660.000507632417477531com.tumblr
3017033012500.000719273960345051com.github
3116996118430.000881255954914393com.amazonaws
3216946912770.000406272523681585org.creativecommons
3416863562670.000501297307358693com.yahoo
3516862378930.000299154154651788org.mozilla
3716812384830.00037282011840036org.w3
38167524831250.000207624449137057com.weebly
39167294641150.000221622522886096com.googleusercontent
40167176691180.000215230097627401com.blogger
41166976241530.000171757229153436com.myspace
44166469341850.000141243073946399org.wikimedia
4616644900790.000396589141351638com.medium
4716631223750.000433568676537io.github
4816612200990.000268805299302926com.android
4916590272180.00162368845735663com.bootstrapcdn
50165584341660.000157623382042305org.apache
51165254282290.000115801379415941com.photobucket
52165044261950.000131254056913804com.businessinsider
55164765533048.18438859138264e-05com.ebay
56164697211370.000187664601325017com.issuu
5716460853370.00102123707091179com.bing
58164527291820.000142450905972814com.imdb
5916427950820.000374838485018944eu.europa
6016411357480.000746154314145809com.statcounter
61163903382450.000101622215034005com.appspot
62163799522090.000124338192701991com.about
63163737421400.00018454904883009com.nytimes
64163638213527.06416235739108e-05gov.nasa
6516353372590.000571194421273779com.cloudflare
6616346221130.00239759215021479net.fbcdn
6716338312440.000857327043073336me.wp
6816326390710.000465848580411827com.gstatic
69163200413477.16053406333361e-05com.theverge
70163194141220.000209662262430235com.yelp
72162795242868.69073948101929e-05org.npr
73162720833257.56332706724679e-05com.googleblog
74162563042908.48972545255239e-05me.about
75162481991990.000128879026140158org.ietf
76162412552729.24645494623427e-05com.mozilla
77162404791560.00016832163499487org.gnu
7816239722920.000305401671067505co.t
79162393872160.000120371938835806com.oracle
80162325262280.000116114540948403com.typepad
81162310844535.44944627802185e-05edu.ucla
8216227427270.00121558207856905net.akamaihd
84162143092320.000114818535982162uk.co.bbc
85162142351360.000189983194885236com.jquery
86162118142210.000118993796467497com.imgur
87161974204725.2567183006594e-05edu.princeton
88161968553367.32728429381573e-05gov.noaa
8916191891740.000440473851712633org.schema
90161901451780.000144231760365021net.slideshare
9116190073620.000564081957805812net.cloudfront
92161837302848.92999121057943e-05com.wsj
93161759631880.000140208643596679com.forbes
9416172502760.00041917417746326com.paypalobjects
95161702941210.000212087858171349com.soundcloud
96161650482000.000128726042287979com.spotify
97161613672130.000122378879977989edu.stanford
98161581142020.000127454157734194com.disqus
99161566084815.14517415590491e-05com.mysql
100161486911670.000157054492258209com.dropbox
101161466722769.11987772125017e-05com.tinyurl
102161416981390.000184631238862252com.constantcontact
103161414203317.44922001669146e-05edu.mit
104161399952739.20851285715325e-05com.nbcnews
106161348911030.000249718966343057com.wix
107161313904405.63178297481015e-05com.googlecode
108161265241870.00014024908309338com.theguardian
10916123314950.000285005386439374com.huffingtonpost
111161129413537.01996718671122e-05gov.loc
112161050051550.000170093991134689net.sourceforge
113161016004016.14791022911939e-05org.python
114160888603796.60560437018202e-05com.alexa
115160886454105.97561569096326e-05co.g
116160790282529.88994061572069e-05com.go
118160774533646.82295063450322e-05com.foursquare
12116066757450.000829281063065997com.squarespace
122160619463936.23091312037812e-05com.sun
124160580794425.61406400406246e-05com.withgoogle
125160572732609.56090724221574e-05com.washingtonpost
12716035956630.000537473792465926com.vk
12816035411860.000352598947727924net.doubleclick
129160352394895.06581788427578e-05org.chromium
130160284985844.26316314674836e-05edu.gatech
132160270224165.92122336053588e-05au.gov.nsw
133160256841260.000207293393080606com.reddit
134160251065094.91710961371229e-05org.sciencemag
135160240413896.27321618308479e-05org.nodejs
136160239486054.19017591329544e-05edu.cuny
138160128991330.000193040982037554com.feedburner
140160001325384.57515027163085e-05edu.illinois
141159997784994.96494716668815e-05edu.berkeley
142159989123996.16482775444537e-05au.com.google
144159872285064.93463645755921e-05com.pixabay
145159760132589.60743680804667e-05uk.co.amazon
146159729071110.000230813335083292com.cnn
148159675585444.54457479041577e-05com.libsyn
149159524053716.7120499269601e-05com.wired
150159496182599.59425814050923e-05com.surveymonkey
151159467483836.53396206082701e-05uk.co.dailymail
152159464834525.45761550958247e-05com.variety
15315930068240.0013474030796477com.fb
154159258422150.000120638726611947com.etsy
155159248893916.24685427611247e-05uk.co.blogspot
156159123953117.90671790542201e-05com.dailymotion
157159069052110.000123239102782434com.digg
158159010971810.000142453252268271gov.nih
159158942063706.75180807177585e-05com.reuters
160158868207013.89256402003242e-05edu.columbia
162158729577873.751174278726e-05com.nike
163158680552270.000116596591295635com.live
165158647523547.01156504511129e-05com.livejournal
166158647386573.96129599599408e-05com.sap
167158626656643.95013568833938e-05com.discogs
168158579752828.9964923414358e-05com.aol
169158557504455.5748966776129e-05org.mediawiki
17015845942290.00114281853454816me.fb
171158429473517.07813033957103e-05com.usatoday
172158422836334.05686573540759e-05edu.utah
173158371385494.51699741643719e-05net.daringfireball
174158366744964.9999960509278e-05org.eclipse
175158348733686.76642625755714e-05com.npmjs
176158336385504.49681211898885e-05com.netflix
177158324293377.30215403346833e-05com.tripod
178158310388783.3656387101054e-05com.diigo
180158178718043.67639700948407e-05uk.org.tate
181158162003696.75600758631612e-05edu.harvard
182158154224695.3001847136341e-05com.time
183158103448233.59360502579382e-05id.co.blogspot
184158090261140.000221797473311586com.mashable
185158074608073.6447534726932e-05com.hbo
187158024577693.84109849525509e-05com.chron
188158015577783.79843092102341e-05edu.washington
189157950114265.81220523939956e-05com.gmail
190157931211130.000225135156397275com.jimdo
191157928473557.00169347047329e-05com.meetup
192157925006294.06926572016734e-05org.ampproject
193157913995964.21539576611305e-05com.jetbrains
194157909483227.68171654135211e-05com.bloomberg
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984151291908793.36537032047091e-05com.githubusercontent
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10051512392342996.94773919350873e-06ca.queensu
10071512291930949.85256523885283e-06com.techsmith
10081512284613922.47451015821843e-05com.starwoodhotels
10091512266923321.35082248225311e-05int.itu
10101512244147216.38885267967483e-06ru.msk
10111512232119181.61560935000156e-05com.slack
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10131512152815612.11146320845391e-05com.att
10141511959424191.29223390974961e-05ru.com
10161511876127261.12330945363111e-05fr.lefigaro
10171511827019361.59672085303341e-05com.merriam-webster
1018151179088153.62635751772531e-05org.sonatype
10191511790615762.08815868514927e-05com.domain
1020151177098193.60499120933233e-05jp.livedoor
10211511753320471.51327792586241e-05com.gettyimages
10221511744827801.10566824510243e-05org.pewresearch
10231511724821461.46293466334101e-05com.xbox
10241511720423361.34965990334014e-05com.philly
10251511713519981.54386617149377e-05com.macworld
10261511677029351.03852509028486e-05com.pandora
10271511600522351.39818040735583e-05com.screencast
10281511577829131.04753710838801e-05cn.com.chinadaily
10291511523817811.75423937882377e-05co.angel
10301511493836118.37665878835035e-06com.softpedia
10311511481834388.86482430240979e-06com.sun-sentinel
10321511456237618.0617698796768e-06com.gq
10331511397547606.33100426632562e-06uk.ac.lse
10341511345656225.41405793070476e-06ie.dcu
10351511306642427.05731974728055e-06cz.cvut
10361511222719051.62743170924513e-05us.mn.state
10371511199740007.52083022965871e-06com.gamespot
10381511143916801.90947838704124e-05net.battle
10391511108243266.90589418244931e-06org.kqed
10401511060025131.23787698420637e-05com.deezer
10411511059063084.84743641510709e-06com.weheartit
10421511040624361.28163659354189e-05us.fed.fs
10431511000560605.04386130379262e-06edu.boisestate
10441510971636588.26486260361324e-06com.itv
10451510961935758.44807075839288e-06com.chromeexperiments
10461510922224271.28446958304232e-05com.ecwid
10471510922218171.71096481543741e-05com.rollingstone
10481510909021621.45052881285571e-05com.lg
1049151090346493.97925746370024e-05gov.usa
10501510872913842.48508143917158e-05com.mediapost
10511510864218941.63687473890889e-05org.7-zip
10531510752834518.82152744851336e-06uk.ac.ucl
10561510603914182.42315485369215e-05org.oecd
10571510517145876.56637741524037e-06edu.uconn
10581510489219921.54943353581812e-05com.oup
10591510409721871.42705509195955e-05com.fastcodesign
10601510406917611.7949821530063e-05org.fao
10611510368919661.57209150085303e-05com.ssrn
1062151030236124.15348394643097e-05com.ea
10631510270111972.73652354802987e-05site.tenerifeforum
10641510223424561.27338596207715e-05org.gnome
10651510213228121.09082842009225e-05com.dallasnews
10661510189247036.41996854624355e-06edu.baylor
10671510095726251.17066663780132e-05com.upwork
1068151009385684.3688041709467e-05com.udacity
10691510080338107.92556546534424e-06com.marthastewart
1071150999031080.000233897006385183com.scorecardresearch
10721509984072274.18439407525323e-06com.smore
10731509976421851.42753327167622e-05gov.uscourts
10741509948723311.35150828730417e-05com.thestar
10751509938637967.95835809109849e-06com.mediabistro
10761509855624671.26718746433665e-05com.washingtontimes
10771509828721731.43821141052024e-05gov.fws
10781509824726981.13376477961827e-05de.fu-berlin
10791509693833948.97977597433521e-06org.thinkprogress
10801509641523781.31988303928714e-05uk.co.ebay
10811509603115342.16177620913569e-05org.cancer
10821509593021921.42362632550556e-05com.tunein
10841509538245286.63269521044456e-06net.fusion
10851509532334838.75212816606324e-06com.shutterfly
10861509490128451.07360892958791e-05edu.unl
10871509450216331.96647199416434e-05gov.archives
10881509448135558.53632335646553e-06ca.uwaterloo
10891509433041957.13316306266006e-06com.rebelmouse
10901509422970954.27197287772721e-06nr.co
10911509408410732.84596850945921e-05com.wsoctv
10921509323424401.28051282516683e-05ch.cern
10931509296713762.51450016917556e-05com.magentocommerce
10941509286230051.00907350023168e-05com.blurb
10951509269127301.12020560201465e-05com.medscape
10981509162748916.17105152283906e-06com.thingiverse
10991509151516122.00799886698044e-05com.biblegateway
11001509117431879.55435977880778e-06com.carbonmade
11011509015223281.35223797685066e-05gov.weather
11021508999522021.41915895238769e-05com.canva
11031508972416631.93009906939172e-05com.thehill
11041508904028831.06020285008986e-05com.twilio
11051508876832819.2762882038917e-06tv.arte
11061508864569714.35419930787964e-06sg.blogspot
11071508785240807.35568049360429e-06com.gawker
11081508739175074.03564477881975e-06fr.online
11091508717633968.97494140584996e-06edu.colostate
11101508694652595.75702090283342e-06edu.nau
11111508693731329.73185560248581e-06net.jsfiddle

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!

July 2017 Crawl Archive Now Available

The crawl archive for July 2017 is now available! The archive is located in the commoncrawl bucket at crawl-data/CC-MAIN-2017-30/. It contains 2.89 billion+ web pages and over 240 TiB of uncompressed content.

To improve coverage and freshness we used the top 50 million ranked hosts from the Feb/Mar/Apr 2017 webgraph data set and added over 550 million new URLs (not contained in any crawl archive before), of which:

  • 300 million URLs were found by a side crawl within a maximum of 4 links (“hops”) away from the home pages of the top 50 million hosts;
  • 250 million URLs are a random sample extracted from sitemaps (if provided by any of these 50 million hosts).

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-2017-30/segment.paths.gz100
WARC filesCC-MAIN-2017-30/warc.paths.gz7200057.62
WAT filesCC-MAIN-2017-30/wat.paths.gz7200018.58
WET filesCC-MAIN-2017-30/wet.paths.gz720008.19
Robots.txt filesCC-MAIN-2017-30/robotstxt.paths.gz720000.16
Non-200 responses filesCC-MAIN-2017-30/non200responses.paths.gz720005.03
URL index filesCC-MAIN-2017-30/cc-index.paths.gz3020.25

The Common Crawl URL Index for this crawl is available at: http://index.commoncrawl.org/CC-MAIN-2017-30/. For more information on working with the URL index, please refer to the previous blog post or the Index Server API. There is also a command-line tool client for common use cases of the URL index.

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 2017 Crawl Archive Now Available

The crawl archive for June 2017 is now available! The archive is located in the commoncrawl bucket at crawl-data/CC-MAIN-2017-26/. It contains 3.16 billion+ web pages and over 260 TiB of uncompressed content.

To improve coverage and freshness we used the top 40 million ranked hosts from the Feb/Mar/Apr 2017 webgraph data set and added almost 800 million new URLs (not contained in any crawl archive before), of which:

  • 500 million URLs were found by a side crawl within a maximum of 3 links (“hops”) away from the home pages of the top 40 million hosts;
  • 300 million URLs are a random sample extracted from sitemaps (if provided by any of these 40 million hosts).

About 33% of the crawl archive’s 3.16 billion URLs overlap with the preceding May 2017 crawl.

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-2017-26/segment.paths.gz100
WARC filesCC-MAIN-2017-26/warc.paths.gz7183963.33
WAT filesCC-MAIN-2017-26/wat.paths.gz7184021.06
WET filesCC-MAIN-2017-26/wet.paths.gz718399.44
Robots.txt filesCC-MAIN-2017-26/robotstxt.paths.gz718400.13
Non-200 responses filesCC-MAIN-2017-26/non200responses.paths.gz718401.77
URL index filesCC-MAIN-2017-26/cc-index.paths.gz3020.24

The Common Crawl URL Index for this crawl is available at: http://index.commoncrawl.org/CC-MAIN-2017-26/. For more information on working with the URL index, please refer to the previous blog post or the Index Server API. There is also a command-line tool client for common use cases of the URL index.

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.

May 2017 Crawl Archive Now Available

The crawl archive for May 2017 is now available! The archive is located in the commoncrawl bucket at crawl-data/CC-MAIN-2017-22/. It contains 2.96 billion+ web pages and over 250 TiB of uncompressed content.

To improve coverage and freshness we used the top 25 million ranked hosts from the Feb/Mar/Apr 2017 webgraph data set and added about 500 million new URLs (not contained in any crawl archive before), of which:

  • 330 million URLs were found by a side crawl within a maximum of 3 links (“hops”) away from the home pages of the top 25 million hosts;
  • 160 million URLs are a random sample extracted from sitemaps (if provided by any of these 25 million hosts).

About 40% of the crawl archive’s 2.96 billion URLs overlap with the preceding April 2017 crawl.

The following changes have been made to WARC (also WAT and WET) files:

  • the timestamp in WARC filenames now indicates the capture time (fetch time) of the WARC content (see details)
  • WARC files and the URL index now contain the detected MIME type (based on the actual content) in addition to the “Content-Type” sent in the HTTP response (details).

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-2017-22/segment.paths.gz100
WARC filesCC-MAIN-2017-22/warc.paths.gz5678857.98
WAT filesCC-MAIN-2017-22/wat.paths.gz
5678819.87
WET filesCC-MAIN-2017-22/wet.paths.gz
567888.95
Robots.txt filesCC-MAIN-2017-22/robotstxt.paths.gz
567880.11
Non-200 responsesCC-MAIN-2017-22/non200responses.paths.gz567881.38

The Common Crawl URL Index for this crawl is available at: http://index.commoncrawl.org/CC-MAIN-2017-22/. For more information on working with the URL index, please refer to the previous blog post or the Index Server API. There is also a command-line tool client for common use cases of the URL index.

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.

Common Crawl’s First In-House Web Graph

We are pleased to announce the release of a host-level web graph of recent monthly crawls (February, March, April 2017). The graph consists of 385 million nodes and 2.5 billion edges.

The following results from the development of this graph:

  • a ranked list of hosts to expand the crawl frontier;
  • pages ranked by Harmonic Centrality with less influence from spam, among other attributes (for comparison we include PageRank);
  • the template/process for Common Crawl to produce graphs and page rankings at regular intervals.

We produced this graph, and intend to produce similar graphs going forward, because the Common Crawl community has expressed a strong interest in using Common Crawl data for graph processing, particularly with respect to:

*Please note: the graph includes dangling nodes i.e. hosts that have not been crawled yet are pointed to from a link on a crawled page. Seventeen percent (65 million) of the hosts represented have been crawled in one of the three monthly crawls. Thus, 320 million of the hosts represented in the graph are known only from links. (Host names are not wholly verified: host names that are obviously invalid are skipped; others are not resolved in DNS.)

 

Extraction of links and construction of the graph

Links are taken from WAT extracts but we also included redirects from WARC files of the redirect and 404 dataset. All types of links are included, including pure “technical” ones pointing to JavaScript libraries, web fonts, etc.

The host names are reversed and a leading www. is stripped: www.subdomain.example.com becomes com.example.subdomain. Node IDs are assigned sequentially to the the node list sorted by reversed host name. This keeps links between hosts of the same domain or in the same country-code top-level domain close together and allows for an efficient delta-compression of edges.

The extraction is done in three steps:

  • links are extracted, reduced to host-level links and stored as pairs 〈reversed host from, rev. host to〉
  • host names are assigned to IDs and edges are represented as 〈from id, to id〉 pairs
  • ranks are computed.

The first two steps are done by Spark and Python; the code is part of the project cc-pyspark. To compute the rankings the webgraph is loaded into the WebGraph framework.

 

Hosts ranked by Harmonic Centrality and PageRank

We provide a list of ranked nodes (host names) by

You can download the ranks of all 385 millions hosts. Below are the top 1000 hosts ranked by Harmonic Centrality.

Top 1000 hosts ranked by harmonic centrality

harmonic
centrality
rank
hc valuepage rankpage rank
value
reversed hostname
1380394081.00775205com.facebook
2349580843.00428814com.twitter
3335404402.00540973com.googleapis.fonts
4328874864.00286281com.youtube
5311288867.00167971com.google.plus
6303758126.00183995com.google
72853544212.00101167com.linkedin
82830483210.00118472com.instagram
9280868348.00158847com.blogger
102758349422.00055368com.pinterest
112721818840.00029768org.wikipedia.en
122707850415.00080352org.wordpress
132695958629.00043823com.apple.itunes
142666668226.00053618com.blogspot.bp.2
152664547225.00053637com.blogspot.bp.4
162662702668.00020569be.youtu
172659304624.00053727com.blogspot.bp.3
182657299620.00057575com.blogspot.bp.1
192652271058.00022707com.amazon
202649159633.00035486com.google.play
212646905619.00059326com.google.maps
222646742450.00024854com.vimeo
232644344845.00027360com.flickr
24264240445.00219270org.gmpg
252632463637.00031984com.google.mail
262631806043.00028895gl.goo
272628683644.00028723com.github
282628018865.00021446com.microsoft
292612469079.00018142com.google.support
302610349232.00043580com.adobe
3126085138100.00016162ly.bit
322604600298.00016696com.google.docs
3326023404108.00013636org.w3
3426014732152.00010471com.facebook.developers
352594901230.00043749me.wp
3625905092222.00007208com.nytimes
372584512472.00019664com.google.sites
3825833394186.00008012com.facebook.m
3925790176138.00011458com.weibo
4025732096147.00010760com.apple
412571563439.00029787com.paypal
422569229038.00030937co.t
4325689954407.00004073com.huffingtonpost
4425679134115.00013061org.creativecommons
4525657428188.00007975com.facebook.apps
462560992611.00112239com.blogblog.resources
4725583454414.00004019com.forbes
4825546588131.00012114com.imgur
4925535844416.00004002net.slideshare
5025508504669.00002026com.mashable
5125503482454.00003445com.tinyurl
522549839652.00024415com.etsy
5325478394659.00002054com.businessinsider
5425475376201.00007711com.google.drive
552547533427.00050381com.wordpress
5625458606481.00003153com.washingtonpost
5725411174189.00007959com.myspace
5825387732146.00010823com.medium
5925383148417.00003969uk.co.bbc
6025381774415.00004003com.imdb
6125381672603.00002224com.wired
6225361154572.00002431com.techcrunch
6325349038428.00003804com.bing
6425347080183.00008131com.google.groups
6525339734807.00001619com.time
6625325246473.00003265com.theguardian
6725313804447.00003533uk.co.amazon
6825313562307.00006529com.reddit
6925309096162.00009843com.feedburner.feeds
7025281640306.00006533com.tumblr
7125275352190.00007951com.soundcloud
7225266250694.00001917uk.co.dailymail
7325255004570.00002446com.surveymonkey
7425252200181.00008142org.archive.web
752525054076.00018708com.eventbrite
7625236658171.00008740com.google.developers
772523528659.00022308com.vimeo.player
7825226754613.00002197org.mozilla.addons
7925220086777.00001695com.wsj.online
8025203382316.00006277com.yahoo
81251928201356.00001042com.wsj.blogs
8225177614336.00005412com.issuu
8325174772828.00001586com.latimes
842517348266.00021367com.vk
8525164782628.00002133com.cnn
8625163448396.00004196com.dropbox
8725154430588.00002310me.about
8825149472698.00001900org.npr
8925121032504.00002963com.meetup
9025105294112.00013267com.gravatar
91251034881094.00001268com.theatlantic
9225100710652.00002072com.gmail
9325099516528.00002776org.wikimedia.upload
9425093888119.00012789com.imgur.i
9525090464215.00007402me.fb
96250899081156.00001216com.venturebeat
9725084918391.00004336com.google.picasaweb
9825083712526.00002804com.dropboxusercontent.dl
99250817581083.00001277com.ted
10025068848740.00001773com.reuters
101250673921439.00000979com.economist
10225060080971.00001483com.adweek
1032504074814.00084868com.macromedia.download
104250361481619.00000895com.thenextweb
10525029640681.00001990com.goodreads
106250259541168.00001199com.cnn.money
10725024186476.00003199com.google.translate
10825022650530.00002745com.dailymotion
10925022502170.00008762com.facebook.fr-fr
11025012510713.00001855gov.whitehouse
11124989682501.00002977gov.nih.nlm.ncbi
1122498434480.00018111com.twitter.mobile
113249653741457.00000967ca.cbc
11424959346718.00001832org.archive
11524943750216.00007377com.facebook.es-la
116249367721053.00001316org.pbs
11724936464219.00007270com.microsoft.windows
11824931290804.00001628com.scribd
119249308461067.00001298com.cnbc
120249307222132.00000684com.youtube.m
121249223601299.00001085com.buzzfeed
12224915482426.00003817org.wikimedia.commons
123249143681522.00000924com.newyorker
12424912590600.00002235com.microsoft.msdn
12524906018671.00002023com.geocities
126249006242899.00000490net.boingboing
127248888381318.00001070com.gizmodo
12824878576355.00005095com.netvibes
12924869944826.00001589com.prnewswire
130248648301824.00000811com.examiner
131248540061340.00001059com.engadget
1322485297854.00024174net.sourceforge
133248479881951.00000758com.storify
13424846402598.00002245com.stackoverflow
13524845912955.00001522uk.co.guardian
136248439041164.00001206uk.co.independent
13724836756168.00009144com.google.code
138248356421080.00001280com.nature
13924830762782.00001688com.bizjournals
1402482868242.00029373com.twimg.pbs
14124825094141.00011273com.google.feedburner
14224823614185.00008036com.macromedia
14324821860151.00010505org.mozilla
14424821036212.00007504com.facebook.web
145248200421785.00000829com.pcworld
14624815138589.00002307com.ebay
14724808886196.00007819com.qq.t
14824802454159.00010021com.amazonaws.s3
149247873041360.00001039com.foxnews
150247831681482.00000940com.slate
15124781108432.00003772net.behance
15224779900648.00002090com.ibm
153247748722022.00000727com.arstechnica
154247716082715.00000522com.indiatimes.timesofindia
155247693802004.00000732au.net.abc
156247687021660.00000885com.marketwatch
15724768442424.00003843de.amazon
15824768200472.00003274com.google.feedproxy
15924756046221.00007213com.facebook.en-gb
1602475310297.00017011com.facebook.l
16124753098373.00004743com.digg
162247514801407.00001004com.ft
16324747080356.00005021com.microsoft.support
164247469201621.00000895com.quora
165247455001929.00000769com.gigaom
166247418681728.00000861com.sfgate
167247401501121.00001241tv.ustream
168247273861454.00000968com.chicagotribune
169247260661432.00000981com.wikihow
17024719856174.00008585com.messenger
17124713146136.00011598com.istockphoto
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Data and download instructions

The host-level graph as well as the rankings are placed on AWS S3 on the path

s3://commoncrawl/projects/hyperlinkgraph/cc-main-2017-feb-mar-apr-hostgraph/

Alternatively, you can use

https://commoncrawl.s3.amazonaws.com/projects/hyperlinkgraph/cc-main-2017-feb-mar-apr-hostgraph/

as prefix to access the files from everywhere.

The following files and formats are provided:

Download files of the Common Crawl Feb/Mar/Apr 2017 host-level webgraph

SizeFileDescription
2.72 GBvertices.txt.gznodes ⟨id, rev host⟩
9.42 GBedges.txt.gzedges ⟨from_id, to_id⟩
4.51 GBbvgraph.graphgraph in BVGraph format
0.22 GBbvgraph.offsets
1 kBbvgraph.properties
5.06 GBbvgraph-t.graphtranspose of the graph (outlinks mapped to inlinks)
0.47 GBbvgraph-t.offsets
1 kBbvgraph-t.properties
1 kBbvgraph.statsWebGraph statistics
6.26 GBranks.txt.gzharmonic centrality and pagerank

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!

 

Credits

Thanks to

  • Web Data Commons, for their web graph data set and everything related.
  • Common Search; we first used their web graph to expand the crawler frontier, and Common Search’s cosr-back project was an important source for detail on processing our data with PySpark.
  • the authors of the WebGraph framework, whose software simplifies the computation of ranks.