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
195157893621520.000173965702149204de.google
196157878322888.59046288833472e-05to.amzn
197157861526374.04886202931351e-05org.virtualbox
198157802866244.10339488441819e-05uk.co.guardian
199157777173137.90555572975389e-05com.techcrunch
200157769754115.95014769939008e-05uk.co.telegraph
201157764775484.52609403123979e-05com.cnbc
202157751692509.94157457855262e-05uk.co.google
204157716034685.30605297385559e-05com.goodreads
205157661753976.18619648011229e-05com.msn
206157615983926.23915895238641e-05com.kickstarter
207157613701710.000149517430613129com.twimg
208157578999583.10644934362954e-05in.blogspot
209157569033018.3087741732879e-05com.images-amazon
21015755871210.00144087639474043com.wixstatic
211157401203606.91064104263346e-05io.codepen
212157341602250.000117332550512604com.eventbrite
213157331304135.93919728037878e-05com.bbc
214157316218893.33158516532838e-05com.newyorker
215157308893966.2001076998058e-05com.latimes
216157296934475.53136069293824e-05com.webs
219157271191740.000147912563107984org.archive
220157232754076.02624636349819e-05com.bizjournals
221157224936483.98018712364008e-05com.wikia
222157220632230.000118348799632694org.drupal
223157167402968.4089596881278e-05net.php
224157167036434.02154313123456e-05com.venturebeat
225157165766194.12625555463031e-05org.pbs
226157125199143.26392230464033e-05com.marketwatch
227157121447703.83803578491251e-05com.exacttarget
229157060938333.55961710127199e-05com.sublimetext
230157036011980.000129275694487554com.stumbleupon
232156973212719.26344464771574e-05fr.free
233156943734655.327297946833e-05gov.whitehouse
234156937609683.09182306870607e-05com.gizmodo
235156923787963.71950102005915e-05com.chrome
236156863849773.06408953569782e-05com.instapaper
237156822343088.07156735886469e-05gov.cdc
2381568201010342.90083132906254e-05com.ning
239156791914765.17732111584554e-05com.office
240156773834195.86742754402436e-05com.xrea
242156669756324.05994257035936e-05com.ted
2431566682914672.32876139970216e-05edu.usc
2441566626410852.82676357406144e-05edu.umn
2451566584610722.84598053412361e-05com.arstechnica
246156642435354.58793673858625e-05de.blogspot
247156633668833.35673118772062e-05com.chicagotribune
24815663034280.0011763022119838com.atdmt
249156625372619.51380930957369e-05com.baidu
250156609531500.000174749380463391com.list-manage
251156603266134.14680955973278e-05com.scribd
2521565907314302.40444714698486e-05edu.uchicago
253156577835754.32697253018267e-05com.inc
2541565566610052.98439224149668e-05com.evernote
25515654762690.000490371412441887com.wp
256156542523397.26444892171607e-05gov.ca
257156514995914.22531065519201e-05com.dropboxusercontent
258156512804095.98380198468418e-05com.cnet
259156488672858.75060881994027e-05gov.ftc
260156459378803.36512290531188e-05com.nationalgeographic
261156412916513.97372609578435e-05uk.co.independent
262156411759273.20977639678945e-05edu.yale
2631564038911522.76178324420893e-05edu.wisc
264156402908423.50248903988879e-05com.nintendo
265156380436593.96001518252408e-05us.imageshack
266156368239073.27312169013512e-05com.indiatimes
267156355208003.69358708077931e-05com.cbslocal
2681563516317001.8722596335099e-05edu.msu
269156340899443.15472671606861e-05com.naturalnews
270156327933986.16851659136072e-05com.ibm
2711563097113322.62606272746041e-05org.ieee
272156294522579.65661295436327e-05net.behance
274156291728753.37107150206004e-05com.slate
275156260204805.14543056738778e-05edu.cornell
276156244679763.07073787371343e-05org.altervista
27715622049300.00112494056494761me.m
27815620427230.00135395152637574com.messenger
280156171139263.21020959728217e-05com.mysanantonio
281156143272988.37226642358646e-05com.opera
2831561218915442.13674763862979e-05edu.virginia
285156106502350.000109224765834484de.amazon
286156099005974.20971145241691e-05com.bandsintown
287156096892689.38629534487172e-05com.fc2
289156066133078.08602374785154e-05com.staticflickr
290156062055034.94721115017751e-05com.zdnet
291156032069243.21430290644091e-05com.googledrive
292155968515864.24190156027991e-05com.theatlantic
29315595738350.00106767518499836ru.yandex
294155910535644.39081259808879e-05com.fortune
295155889978613.43835713600411e-05org.iso
296155887919473.15155421032288e-05com.redhat
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2991558743813452.59590471932613e-05it.blogspot
300155866237863.75300358233661e-05com.nature
301155849114315.74012367083115e-05com.git-scm
302155781166913.89761753170653e-05com.ggpht
303155766271930.000132159977180025com.ytimg
305155754641060.000239116241712999jp.co.google
306155748568913.33060387457206e-05org.caringbridge
307155708446663.94027427723104e-05com.buzzfeed
308155670179203.2305470209502e-05com.vagrantup
3091556671314232.41810395096844e-05com.bostonglobe
310155664325704.36715547457013e-05com.cisco
312155618467733.82831940182663e-05org.imagemagick
3131556157113182.67799890705726e-05edu.si
3141556048110003.00286031998172e-05com.economist
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317155577118163.60704732755116e-05com.engadget
318155576482070.000124999566076152com.youtube-nocookie
32015555868970.000277346301246524com.qq
321155530429213.22905898022667e-05com.deepmind
322155484767763.8040845245793e-05com.uk
323155466355324.65404973239769e-05com.cbsnews
324155464189123.26484283331076e-05com.sfgate
325155462618683.40855431726984e-05edu.umich
326155458672370.000108426094503134com.zendesk
3271554166410592.86845309523356e-05edu.upenn
328155414177843.76122537114407e-05com.tinypic
329155413483008.31191255523891e-05uk.gov
330155393807953.72790288125804e-05gov.nps
331155387637683.84226974381513e-05es.com.blogspot
3331553478510272.91722456460812e-05org.amnesty
334155336406304.06382514774634e-05org.un
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336155305908413.51095688807082e-05com.prweb
337155303393726.6861234129418e-05com.hp
338155290943167.85334205313627e-05com.smugmug
339155268923656.80643039930844e-05io.atom
3401552601618641.66783616152529e-05com.wikispaces
341155254365614.43833209085508e-05com.deviantart
3421552454313482.59183160819967e-05com.quora
343155236993127.90560957094403e-05com.stackoverflow
34415523357110.00266026928788743com.godaddy
345155232658673.41028601949806e-05fr.blogspot
3461552146721771.43407953172429e-05edu.hawaii
348155208002300.000115300591313306com.googleadservices
349155156261000.000260210965158318com.addthis
350155117312140.00012109708512216com.weibo
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354155070995464.54186649903759e-05com.samsung
355155067155224.73185887798753e-05com.delicious
356155063063107.96162415466004e-05com.salesforce
3571550462313892.47638521688997e-05edu.psu
3581550176710622.8590454491023e-05edu.utexas
359155003554605.37255274210099e-05com.businesswire
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3611549949810542.87241689600589e-05com.thenextweb
362154993435674.37356148766312e-05com.skype
3631549931710182.94461794513264e-05com.thedenverchannel
364154990314185.87309989696444e-05com.booking
365154982609023.30560434754304e-05com.ft
3661549756314452.37713091163388e-05com.storify
367154973201380.0001870649963529org.bbb
368154966771620.000163189952970138com.bandcamp
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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!