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://data.commoncrawl.org/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 40 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://data.commoncrawl.org/ to each line in the path listing you get the list of URLs to download the entire graph.

Size	File	Description
4.50 GB	cc-main-2021-jun-jul-sep-host-vertices.paths.gz	nodes ⟨id, rev host⟩, paths of 16 vertices files
20.76 GB	cc-main-2021-jun-jul-sep-host-edges.paths.gz	edges ⟨from_id, to_id⟩, paths of 24 edges files
8.43 GB	cc-main-2021-jun-jul-sep-host.graph	graph in BVGraph format
2 kB	cc-main-2021-jun-jul-sep-host.properties
9.83 GB	cc-main-2021-jun-jul-sep-host-t.graph	transpose of the graph (outlinks inverted to inlinks)
2 kB	cc-main-2021-jun-jul-sep-host-t.properties
1 kB	cc-main-2021-jun-jul-sep-host.stats	WebGraph statistics
11.06 GB	cc-main-2021-jun-jul-sep-host-ranks.txt.gz	harmonic 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://data.commoncrawl.org/projects/hyperlinkgraph/cc-main-2021-jun-jul-sep/domain/.

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

Size	File	Description
0.61 GB	cc-main-2021-jun-jul-sep-domain-vertices.txt.gz	nodes ⟨id, rev domain, num hosts⟩
6.34 GB	cc-main-2021-jun-jul-sep-domain-edges.txt.gz	edges ⟨from_id, to_id⟩
3.59 GB	cc-main-2021-jun-jul-sep-domain.graph	graph in BVGraph format
2 kB	cc-main-2021-jun-jul-sep-domain.properties
3.44 GB	cc-main-2021-jun-jul-sep-domain-t.graph	transpose of the graph
2 kB	cc-main-2021-jun-jul-sep-domain-t.properties
1 kB	cc-main-2021-jun-jul-sep-domain.stats	WebGraph statistics
1.89 GB	cc-main-2021-jun-jul-sep-domain-ranks.txt.gz	harmonic 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 value	page rank	page rank value	reversed domain name
1	31634524	1	0.018526	com.googleapis
2	30590448	3	0.013879	com.facebook
3	29344102	2	0.015082	com.google
4	26579208	5	0.007506	org.w
5	26490886	4	0.008344	com.twitter
6	26194504	6	0.007270	com.youtube
7	25598364	8	0.006802	com.instagram
8	24808618	7	0.006829	com.googletagmanager
9	24314334	9	0.004946	org.gmpg
10	23501518	14	0.003442	com.linkedin
11	23191984	11	0.003661	com.gstatic
12	22552330	10	0.004093	com.cloudflare
13	22306348	17	0.001939	com.gravatar
14	22254410	12	0.003556	org.wordpress
15	22159662	22	0.001575	com.pinterest
16	21706482	23	0.001396	org.wikipedia
17	21593592	16	0.001952	com.apple
18	21537622	37	0.001024	com.wordpress
19	21459498	27	0.001176	com.vimeo
20	21360146	41	0.000898	be.youtu
21	21289640	15	0.002252	com.bootstrapcdn
22	21211768	20	0.001717	com.jquery
23	21069122	28	0.001166	com.microsoft
24	21014760	54	0.000699	com.blogspot
25	20975968	46	0.000793	com.amazon
26	20916000	45	0.000798	gl.goo
27	20909476	50	0.000720	com.wp
28	20878568	62	0.000580	ly.bit
29	20832704	35	0.001053	com.google-analytics
30	20815940	33	0.001068	com.amazonaws
31	20731242	77	0.000417	com.tumblr
32	20705584	42	0.000841	org.mozilla
33	20703870	31	0.001080	net.cloudfront
34	20700046	18	0.001797	com.adobe
35	20687574	49	0.000720	eu.europa
36	20682862	19	0.001772	com.github
37	20663412	34	0.001054	net.jsdelivr
38	20641588	29	0.001134	com.wixstatic
39	20534372	75	0.000442	com.googleusercontent
40	20518204	21	0.001630	com.fontawesome
41	20499484	96	0.000366	com.yahoo
42	20489920	51	0.000711	com.paypal
43	20470068	57	0.000645	co.t
44	20460526	47	0.000784	com.whatsapp
45	20453542	53	0.000704	com.flickr
46	20429610	106	0.000315	com.reddit
47	20405542	72	0.000449	com.medium
48	20396096	38	0.000956	com.googlesyndication
49	20388958	48	0.000748	io.github
50	20364584	125	0.000241	com.nytimes
51	20363658	59	0.000616	org.w3
52	20350454	98	0.000358	com.weebly
53	20330952	97	0.000363	org.creativecommons
54	20324280	65	0.000510	com.shopify
55	20315624	110	0.000281	com.soundcloud
56	20308274	85	0.000402	me.wp
57	20300136	60	0.000610	org.schema
58	20300004	32	0.001072	ru.yandex
59	20272874	132	0.000215	com.forbes
60	20266896	64	0.000527	com.vk
61	20216640	114	0.000268	com.spotify
62	20214818	175	0.000146	com.cnn
63	20172836	52	0.000708	net.doubleclick
64	20156654	56	0.000653	com.addthis
65	20153642	190	0.000132	uk.co.bbc
66	20151882	230	0.000113	com.wsj
67	20149822	135	0.000208	gov.nih
68	20146194	40	0.000924	com.baidu
69	20144952	161	0.000166	com.theguardian
70	20127172	151	0.000179	int.who
71	20121134	240	0.000108	com.bloomberg
72	20115270	130	0.000217	org.archive
73	20111568	163	0.000163	com.giphy
74	20107092	94	0.000388	com.list-manage
75	20100830	192	0.000130	org.wikimedia
76	20095176	55	0.000682	com.macromedia
77	20091806	229	0.000113	com.oracle
78	20081572	145	0.000193	com.imdb
79	20074580	187	0.000134	com.businessinsider
80	20066912	297	0.000091	edu.mit
81	20066436	300	0.000090	edu.stanford
82	20061314	115	0.000267	com.mailchimp
83	20059906	44	0.000800	net.facebook
84	20058050	140	0.000204	us.zoom
85	20056682	426	0.000065	com.googleblog
86	20053210	171	0.000153	com.unsplash
87	20047020	284	0.000095	com.reuters
88	20043722	185	0.000137	com.imgur
89	20035754	142	0.000199	com.wixsite
90	20025300	191	0.000131	com.stackoverflow
91	20022100	128	0.000223	com.weibo
92	20016560	162	0.000163	com.issuu
93	20016026	423	0.000065	gov.nasa
94	20014282	36	0.001043	net.fbcdn
95	20013910	273	0.000098	com.android
96	20012778	119	0.000259	me.t
97	20012366	169	0.000160	org.ietf
98	20004530	139	0.000206	com.ytimg
99	20001182	148	0.000183	org.apache
100	19999464	318	0.000086	com.theverge
101	19993026	325	0.000084	com.slack
102	19992850	258	0.000103	edu.harvard
103	19989870	224	0.000116	com.washingtonpost
104	19988302	268	0.000099	com.bbc
105	19986642	460	0.000060	edu.cornell
106	19984712	155	0.000174	com.ft
107	19979856	117	0.000261	com.npmjs
108	19978744	416	0.000066	com.ted
109	19962738	424	0.000065	com.myspace
110	19957322	352	0.000078	com.wired
111	19956296	526	0.000052	com.livejournal
112	19945484	355	0.000078	com.appspot
113	19944274	263	0.000101	org.un
114	19943458	215	0.000119	org.gnu
115	19933112	390	0.000070	com.goodreads
116	19932600	69	0.000476	com.godaddy
117	19931522	387	0.000071	org.hbr
118	19917440	309	0.000087	org.npr
119	19916612	322	0.000085	com.prnewswire
120	19911628	332	0.000083	net.researchgate
121	19910122	307	0.000088	com.githubusercontent
122	19909276	24	0.001390	io.polyfill
123	19908276	286	0.000095	com.wiley
124	19905960	247	0.000106	com.tiktok
125	19894990	193	0.000130	com.blogger
126	19892346	71	0.000466	com.unpkg
127	19884978	102	0.000322	de.google
128	19869556	432	0.000064	com.gmail
129	19869236	565	0.000049	com.vice
130	19868406	627	0.000045	org.chromium
131	19867146	146	0.000186	gle.forms
132	19866916	113	0.000269	com.youtube-nocookie
133	19866834	179	0.000142	org.ampproject
134	19856608	354	0.000078	com.time
135	19856272	668	0.000043	edu.upenn
136	19856040	370	0.000074	com.example
137	19854818	633	0.000045	com.economist
138	19850884	727	0.000040	com.evernote
139	19842434	500	0.000055	com.steampowered
140	19841380	692	0.000042	google.blog
141	19841354	462	0.000060	com.theatlantic
142	19840036	586	0.000047	org.weforum
143	19837596	628	0.000045	com.deviantart
144	19837072	239	0.000109	uk.co.google
145	19833470	357	0.000077	org.arxiv
146	19833402	395	0.000070	com.scribd
147	19831882	407	0.000067	uk.co.telegraph
148	19829878	368	0.000074	com.huffingtonpost
149	19829876	642	0.000045	com.mysql
150	19821800	555	0.000050	org.worldbank
151	19818100	242	0.000107	com.sciencedirect
152	19816676	347	0.000080	com.nature
153	19814992	228	0.000113	com.twimg
154	19812336	120	0.000259	com.statcounter
155	19810098	246	0.000106	org.acm
156	19805214	554	0.000050	org.ieee
157	19799686	381	0.000071	com.fastcompany
158	19796892	255	0.000104	org.python
159	19794906	701	0.000041	com.apnews
160	19790820	431	0.000064	com.meetup
161	19790276	738	0.000040	com.qz
162	19789858	581	0.000047	com.globenewswire
163	19788416	365	0.000074	com.docker
164	19788402	444	0.000062	com.pixabay
165	19788038	453	0.000061	uk.co.dailymail
166	19784442	321	0.000085	com.springer
167	19783552	251	0.000105	com.bandcamp
168	19779288	256	0.000103	net.behance
169	19778076	361	0.000075	com.gitlab
170	19768948	603	0.000046	com.git-scm
171	19764224	540	0.000051	io.readthedocs
172	19763982	715	0.000041	com.engadget
173	19763034	647	0.000044	com.trello
174	19761140	183	0.000138	com.bing
175	19758120	346	0.000080	com.usatoday
176	19757326	220	0.000117	com.squarespace
177	19752428	158	0.000169	com.yelp
178	19747884	353	0.000078	com.dribbble
179	19747756	417	0.000066	com.digg
180	19747532	143	0.000199	com.dropbox
181	19744818	276	0.000097	com.ibm
182	19734092	464	0.000060	uk.co.independent
183	19733310	398	0.000069	com.w3schools
184	19723800	544	0.000051	ee.linktr
185	19723334	674	0.000043	uk.co.blogspot
186	19723200	412	0.000067	com.staticflickr
187	19721228	551	0.000050	com.pexels
188	19721224	144	0.000194	gov.cdc
189	19718802	539	0.000051	org.pbs
190	19718388	775	0.000038	com.stackexchange
191	19718222	703	0.000041	org.cambridge
192	19717352	1103	0.000029	org.eclipse
193	19716696	43	0.000819	com.fb
194	19712516	678	0.000042	edu.columbia
195	19710308	100	0.000351	com.wix
196	19706256	730	0.000040	edu.washington
197	19705612	290	0.000094	com.tinyurl
198	19705126	367	0.000074	com.sagepub
199	19704258	673	0.000043	me.about
200	19699044	219	0.000117	net.slideshare
201	19694818	653	0.000044	org.sciencemag
202	19689094	294	0.000091	org.pewresearch
203	19685770	601	0.000046	com.withgoogle
204	19684956	458	0.000061	com.herokuapp
205	19675188	440	0.000063	com.quora
206	19673070	123	0.000246	com.sharethis
207	19672408	39	0.000941	com.qq
208	19671982	176	0.000145	org.doi
209	19670088	438	0.000063	co.ibb
210	19667674	614	0.000046	com.newyorker
211	19664724	1183	0.000027	com.nike
212	19664240	316	0.000087	com.typeform
213	19658254	248	0.000106	com.outlook
214	19654436	736	0.000040	com.hp
215	19654104	791	0.000037	com.foxnews
216	19651026	234	0.000112	com.cloudinary
217	19648214	933	0.000035	edu.princeton
218	19646574	572	0.000048	com.moz
219	19642260	437	0.000063	com.getpocket
220	19639898	485	0.000057	com.nbcnews
221	19638836	645	0.000044	org.bitbucket
222	19635872	202	0.000124	page.g
223	19635142	154	0.000176	gov.privacyshield
224	19634924	277	0.000096	com.disqus
225	19624936	141	0.000203	com.opera
226	19623614	463	0.000060	com.airbnb
227	19620318	960	0.000034	com.dropboxusercontent
228	19618624	372	0.000073	com.force
229	19617796	923	0.000035	co.elastic
230	19614006	214	0.000119	com.wpengine
231	19613164	679	0.000042	org.semver
232	19613160	305	0.000089	com.typepad
233	19611254	972	0.000033	com.nypost
234	19610798	726	0.000040	com.ubuntu
235	19610070	1263	0.000025	se.haxx
236	19605234	303	0.000089	com.live
237	19603428	683	0.000042	au.net.abc
238	19603360	465	0.000060	com.mozilla
239	19599764	382	0.000071	com.criteo
240	19593184	1232	0.000026	uk.co.thesun
241	19581354	1434	0.000023	edu.rutgers
242	19581020	278	0.000096	com.feedburner
243	19577288	969	0.000033	com.politico
244	19572414	1054	0.000030	co.g
245	19572372	1849	0.000019	com.instructables
246	19570874	778	0.000038	com.sap
247	19568694	1123	0.000028	org.greenpeace
248	19564134	1127	0.000028	org.kernel
249	19562280	1650	0.000022	com.googlesource
250	19561484	124	0.000245	com.filesusr
251	19559444	1150	0.000028	com.unity3d
252	19558056	682	0.000042	com.freepik
253	19557106	542	0.000051	com.fortune
254	19553954	638	0.000045	uk.ac.ox
255	19553634	209	0.000121	org.iana
256	19551872	241	0.000108	com.eepurl
257	19551398	958	0.000034	com.ssrn
258	19551010	866	0.000035	com.nvidia
259	19549544	1569	0.000022	com.storify
260	19549036	1000	0.000032	com.sun
261	19548514	624	0.000045	uk.co.eventbrite
262	19544466	829	0.000036	edu.jhu
263	19541150	607	0.000046	net.azurewebsites
264	19539076	1291	0.000025	com.reverbnation
265	19538660	439	0.000063	gov.fda
266	19538044	99	0.000351	com.stripe
267	19534860	927	0.000035	com.podbean
268	19532612	341	0.000082	net.windows
269	19530966	1256	0.000025	uk.co.ebay
270	19530706	260	0.000102	com.calendly
271	19526632	804	0.000037	com.chrome
272	19525016	1804	0.000020	com.martinfowler
273	19524922	926	0.000035	edu.academia
274	19523484	568	0.000049	site.business
275	19521568	231	0.000113	com.office
276	19521106	328	0.000084	com.netdna-ssl
277	19518874	253	0.000105	com.newsweek
278	19516880	210	0.000120	tv.twitch
279	19515182	1220	0.000026	com.vogue
280	19514726	2307	0.000017	com.diigo
281	19514662	1214	0.000026	org.postgresql
282	19513292	691	0.000042	com.xinhuanet
283	19508378	1368	0.000024	de.mpg
284	19508326	525	0.000052	com.squareup
285	19507892	408	0.000067	org.debian
286	19502082	121	0.000252	com.paypalobjects
287	19501986	716	0.000041	gov.senate
288	19501788	2392	0.000016	com.pearltrees
289	19500240	1147	0.000028	com.500px
290	19499046	343	0.000081	com.googlecode
291	19497980	712	0.000041	org.change
292	19497516	491	0.000056	com.tandfonline
293	19496848	67	0.000505	net.akamaihd
294	19492076	1265	0.000025	com.aljazeera
295	19492054	706	0.000041	com.qualtrics
296	19490750	783	0.000037	com.theconversation
297	19490388	1078	0.000029	com.theglobeandmail
298	19486228	134	0.000211	de.bund
299	19485788	1299	0.000025	edu.illinois
300	19485786	327	0.000084	com.cnbc
301	19484140	858	0.000036	uk.co.guardian
302	19483768	483	0.000057	com.msn
303	19475416	129	0.000219	com.rawgit
304	19472372	474	0.000059	com.stumbleupon
305	19469278	198	0.000125	net.sourceforge
306	19468982	356	0.000077	com.optimizely
307	19468656	470	0.000059	org.openstreetmap
308	19467526	335	0.000083	com.techcrunch
309	19465998	434	0.000064	com.ssl-images-amazon
310	19464188	1405	0.000023	edu.ufl
311	19462912	1395	0.000023	edu.gatech
312	19462816	165	0.000162	com.hubspot
313	19462736	310	0.000087	com.mapbox
314	19462404	441	0.000063	com.go
315	19459072	608	0.000046	gov.noaa
316	19458846	1470	0.000023	com.channel4
317	19458794	1237	0.000026	ca.sfu
318	19457698	592	0.000047	com.healthline
319	19457660	794	0.000037	org.fao
320	19457528	507	0.000054	ca.google
321	19457170	2431	0.000016	com.wattpad
322	19454268	1280	0.000025	uk.co.standard
323	19452678	667	0.000043	gov.house
324	19451936	1309	0.000025	uk.co.wired
325	19450294	1862	0.000019	com.invisionapp
326	19449754	743	0.000039	com.pinimg
327	19449738	184	0.000138	com.amazon-adsystem
328	19449480	1836	0.000019	org.maven
329	19446242	2507	0.000015	com.openai
330	19443698	803	0.000037	org.pypi
331	19442142	262	0.000101	net.azureedge
332	19441000	490	0.000056	com.kickstarter
333	19439570	1962	0.000019	uk.bl
334	19439402	1236	0.000026	au.com.smh
335	19436904	1339	0.000024	com.vanityfair
336	19435504	261	0.000102	uk.org.ico
337	19434368	153	0.000176	com.addtoany
338	19427034	986	0.000032	com.uk
339	19426114	1097	0.000029	com.scmp
340	19424036	981	0.000033	org.pnas
341	19422474	433	0.000064	com.cnet
342	19422174	348	0.000080	com.statista
343	19421360	149	0.000180	org.nodejs
344	19418836	793	0.000037	us.icio
345	19416290	2916	0.000013	com.instapaper
346	19415752	489	0.000056	gov.epa
347	19405682	1003	0.000032	com.mixcloud
348	19404500	677	0.000042	org.d3js
349	19401872	851	0.000036	com.britannica
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745	18942358	2364	0.000016	net.noscript
746	18940606	1390	0.000024	com.techradar
747	18938348	1857	0.000019	edu.uci
748	18937064	1118	0.000028	com.windowsphone
749	18936626	2734	0.000014	com.doubleclickbygoogle
750	18936326	3524	0.000010	org.350
751	18935080	3076	0.000012	org.aei
752	18934558	3075	0.000012	gov.arts
753	18934248	671	0.000043	gov.sec
754	18933682	2298	0.000017	com.urbandictionary
755	18933596	3925	0.000009	com.forbesimg
756	18933310	487	0.000056	com.fc2
757	18931436	3352	0.000011	com.brill
758	18931406	2491	0.000015	com.infoworld
759	18930782	1352	0.000024	com.bazaarvoice
760	18930350	3600	0.000010	de.uni-konstanz
761	18930232	1187	0.000027	com.alexa
762	18929982	2240	0.000017	org.linuxfoundation
763	18929738	3580	0.000010	edu.dukeupress
764	18929218	4038	0.000009	com.hotfrog
765	18928884	512	0.000054	com.mckinsey
766	18928710	2539	0.000015	org.crossref
767	18928328	3893	0.000009	com.environmentalleader
768	18927900	2236	0.000017	tv.ustream
769	18927290	1101	0.000029	fm.last
770	18926906	1951	0.000019	com.businessweek
771	18926816	413	0.000067	org.opensource
772	18925308	750	0.000039	org.whatbrowser
773	18925012	1296	0.000025	com.merriam-webster
774	18924400	425	0.000065	com.proofpoint
775	18923302	3196	0.000011	com.alchemer
776	18922680	3684	0.000010	com.arfadia
777	18922120	1692	0.000021	com.kinstacdn
778	18921334	3619	0.000010	com.ecowatch
779	18921302	2215	0.000018	net.leadpages
780	18920188	3448	0.000010	com.total
781	18920112	3878	0.000009	uk.org.npg
782	18919836	3054	0.000012	io.crates
783	18919320	2517	0.000015	com.lego
784	18919150	503	0.000055	com.wufoo
785	18915478	2742	0.000014	io.redis
786	18914956	2289	0.000017	uk.co.metro
787	18914016	4161	0.000009	uk.co.theweek
788	18913930	2204	0.000018	gd.is
789	18913640	4196	0.000009	io.coda
790	18913482	196	0.000128	com.hackerone
791	18912094	1483	0.000023	com.msdn
792	18911500	156	0.000170	org.nginx
793	18911390	3197	0.000011	com.klokantech
794	18911286	1668	0.000022	com.sky
795	18910142	4272	0.000009	de.fernuni-hagen
796	18909064	1832	0.000020	de.hessen
797	18908834	953	0.000034	com.adroll
798	18907960	1986	0.000018	com.windows
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800	18904242	218	0.000118	org.icann
801	18904004	1148	0.000028	net.atlassian
802	18903442	4234	0.000009	net.ccm
803	18903372	3808	0.000010	com.oilprice
804	18903128	1956	0.000019	org.khanacademy
805	18902896	4072	0.000009	net.iwpr
806	18902418	324	0.000084	eu.youronlinechoices
807	18902318	3890	0.000009	uk.ac.mmu
808	18901968	1700	0.000021	edu.usc
809	18901674	1146	0.000028	com.playstation
810	18900854	4268	0.000009	uk.ac.ceh
811	18900236	1060	0.000030	com.akamai
812	18897754	2851	0.000013	com.hindustantimes
813	18896694	979	0.000033	gov.fcc
814	18896368	990	0.000032	com.gumroad
815	18896128	4383	0.000008	et.com.google
816	18894652	3952	0.000009	com.theoutline
817	18894586	4348	0.000008	org.cgsociety
818	18892502	4093	0.000009	edu.mtsu
819	18892446	2636	0.000014	com.html5rocks
820	18892222	4578	0.000008	com.blockchair
821	18891572	3603	0.000010	org.spie
822	18891278	1208	0.000026	at.gv.bka
823	18890814	3768	0.000010	uk.co.lrb
824	18888196	410	0.000067	com.heroku
825	18888062	815	0.000036	edu.wisc
826	18887938	1009	0.000031	com.yoast
827	18887842	3807	0.000010	za.co.dailymaverick
828	18885614	1864	0.000019	org.json
829	18885194	2969	0.000012	org.thinkprogress
830	18884928	700	0.000041	com.feedly
831	18883562	4278	0.000009	com.ingress
832	18883012	3706	0.000010	google.design
833	18882952	4666	0.000008	com.bmwblog
834	18881526	3862	0.000009	com.thepetitionsite
835	18881312	3993	0.000009	in.bbc
836	18880860	2237	0.000017	com.w3techs
837	18880532	3257	0.000011	org.carbonbrief
838	18880428	272	0.000098	jp.ne.hatena
839	18880124	2614	0.000014	ru.mk
840	18880064	1924	0.000019	edu.hbs
841	18879486	935	0.000034	com.pingdom
842	18878780	1199	0.000026	com.ycombinator
843	18876422	4065	0.000009	com.gifer
844	18876050	3709	0.000010	uk.org.amnesty
845	18875700	3961	0.000009	com.africanews
846	18875478	4535	0.000008	com.the-dots
847	18875350	992	0.000032	so.notion
848	18869944	3375	0.000011	org.commondreams
849	18869250	4236	0.000009	com.flutterwave
850	18868302	3731	0.000010	org.refworld
851	18866446	3285	0.000011	uk.gov.charitycommission
852	18866244	4396	0.000008	com.newsru
853	18865810	3507	0.000010	uk.org.oxfam
854	18865786	4206	0.000009	uk.org.somersethouse
855	18864590	2484	0.000015	in.scroll
856	18864514	1410	0.000023	com.intuit
857	18864428	4257	0.000009	uk.co.harpercollins
858	18863942	331	0.000084	jp.ameblo
859	18863622	3370	0.000011	ke.co.nation
860	18863580	1091	0.000029	com.insurancejournal
861	18863360	3394	0.000011	com.cbsistatic
862	18863302	2697	0.000014	com.spreaker
863	18862358	2720	0.000014	com.springernature
864	18861824	2228	0.000017	com.firefox
865	18861222	4688	0.000008	co.iglobal
866	18860960	4714	0.000008	io.devdocs
867	18860246	2705	0.000014	com.verywellhealth
868	18860020	538	0.000051	com.booking
869	18859838	535	0.000051	com.gofundme
870	18859798	1234	0.000026	com.indiegogo
871	18859328	4781	0.000008	com.kdpcommunity
872	18858404	2344	0.000016	build.bazel
873	18858016	1119	0.000028	com.foursquare
874	18857452	545	0.000051	com.snapchat
875	18856948	93	0.000390	com.trustpilot
876	18856546	2586	0.000014	com.avast
877	18856160	1813	0.000020	com.pcworld
878	18855278	4149	0.000009	com.hybris
879	18854982	4937	0.000008	com.jetphotos
880	18854014	711	0.000041	com.yandex
881	18853962	1023	0.000031	com.css-tricks
882	18853902	1360	0.000024	org.golang
883	18853900	4168	0.000009	uk.ac.mdx
884	18853596	2673	0.000014	com.flipboard
885	18852988	2848	0.000013	com.discovery
886	18851822	3904	0.000009	at.kleinezeitung
887	18851422	302	0.000090	de.amazon
888	18850596	111	0.000276	me.wa
889	18850558	429	0.000064	com.skype
890	18850294	1134	0.000028	com.scientificamerican
891	18848646	2516	0.000015	org.raspberrypi
892	18847770	4426	0.000008	com.armorgames
893	18847596	1758	0.000020	com.fiverr
894	18847110	721	0.000040	org.iso
895	18846464	2707	0.000014	com.codecademy
896	18843948	3727	0.000010	net.middleeasteye
897	18842876	3057	0.000012	org.man7
898	18841074	4531	0.000008	com.e-estonia
899	18840474	1827	0.000020	fr.blogspot
900	18840282	1047	0.000030	com.huffpost
901	18839944	4725	0.000008	net.gebco
902	18839822	4778	0.000008	com.slite
903	18839776	1799	0.000020	com.visa
904	18839258	722	0.000040	com.newrelic
905	18837214	4163	0.000009	com.cnsnews
906	18836004	807	0.000037	br.com.uol
907	18834494	3388	0.000011	com.lithub
908	18834036	3942	0.000009	net.bostonreview
909	18832052	1022	0.000031	au.com.google
910	18831616	2958	0.000012	com.hackernoon
911	18831490	2802	0.000013	com.unity
912	18831230	249	0.000106	net.2mdn
913	18831090	1224	0.000026	gov.usgs
914	18830714	400	0.000068	com.semrush
915	18829732	3855	0.000009	com.indexmundi
916	18829642	516	0.000053	com.dailymotion
917	18828872	686	0.000042	com.accenture
918	18827314	665	0.000043	org.poynter
919	18826574	2086	0.000018	org.aclu
920	18826336	3974	0.000009	org.jython
921	18825792	1152	0.000027	com.searchengineland
922	18825212	4003	0.000009	com.inthesetimes
923	18824910	1753	0.000020	com.over-blog
924	18824406	518	0.000053	nl.google
925	18824128	3324	0.000011	de.bfarm
926	18823544	1126	0.000028	com.techtarget
927	18823106	4417	0.000008	za.co.ewn
928	18822694	4251	0.000009	uk.co.bristolpost
929	18822100	4799	0.000008	community.studiopress
930	18821800	846	0.000036	gov.justice
931	18820682	1707	0.000021	com.technologyreview
932	18820672	3923	0.000009	com.recyclenow
933	18819750	4293	0.000009	lb.com.dailystar
934	18819328	384	0.000071	com.bitly
935	18819088	4101	0.000009	org.occrp
936	18819058	3786	0.000010	com.theyworkforyou
937	18818798	4022	0.000009	org.ifaw
938	18818648	168	0.000161	com.jimstatic
939	18818242	966	0.000033	sh.brew
940	18818066	4343	0.000008	com.yahoosites
941	18817604	2321	0.000016	com.fool
942	18817360	2281	0.000017	com.pastebin
943	18816928	3607	0.000010	com.gr-assets
944	18815242	3872	0.000009	com.climatechangenews
945	18813886	4771	0.000008	in.ac.iith
946	18813586	702	0.000041	org.plos
947	18812812	4068	0.000009	com.chamberofcommerce
948	18812606	4438	0.000008	us.tuugo
949	18812344	1142	0.000028	com.buzzsprout
950	18812110	1122	0.000028	com.timeanddate
951	18811418	760	0.000038	com.discordapp
952	18811082	1153	0.000027	com.sitepoint
953	18809798	4579	0.000008	com.desmogblog
954	18809638	596	0.000047	com.aliexpress
955	18808906	2522	0.000015	com.sendgrid
956	18807972	4128	0.000009	uk.ac.rcplondon
957	18807934	2004	0.000018	com.ssllabs
958	18807738	3955	0.000009	org.soilassociation
959	18806592	1359	0.000024	com.xkcd
960	18806192	536	0.000051	gov.hhs
961	18805588	3584	0.000010	com.hearstapps
962	18805150	1289	0.000025	com.searchenginejournal
963	18804458	442	0.000062	me.fb
964	18804132	4711	0.000008	net.sott
965	18803628	4594	0.000008	com.gpsvisualizer
966	18803548	213	0.000120	com.discord
967	18802758	1820	0.000020	org.mitre
968	18801916	4744	0.000008	com.natureindex
969	18801374	3499	0.000010	uk.org.rspca
970	18801322	4087	0.000009	org.c2es
971	18801296	3824	0.000010	com.qgiv
972	18801288	3799	0.000010	ug.co.monitor
973	18800492	4596	0.000008	com.lacartes
974	18800384	178	0.000142	com.xing
975	18799966	3973	0.000009	com.svbtle
976	18798944	3875	0.000009	uk.org.savethechildren
977	18798932	4616	0.000008	com.slurl
978	18798332	2466	0.000015	com.sophos
979	18797956	2198	0.000018	com.twilio
980	18797008	4662	0.000008	za.co.moneyweb
981	18796288	4265	0.000009	com.menafn
982	18796048	3821	0.000010	org.usip
983	18795572	4584	0.000008	com.power-technology
984	18795368	4601	0.000008	org.heartland
985	18794834	675	0.000042	com.usnews
986	18794200	2557	0.000015	org.usenix
987	18793962	2899	0.000013	net.privacypolicytemplate
988	18793900	4081	0.000009	org.theecologist
989	18792970	4132	0.000009	org.neweconomics
990	18792680	1290	0.000025	com.netlify
991	18791954	4189	0.000009	com.businessgreen
992	18790752	4611	0.000008	org.monthlyreview
993	18790450	2369	0.000016	uk.ac.ed
994	18790194	2245	0.000017	ch.ethz
995	18789974	267	0.000099	com.nielsen
996	18789302	2674	0.000014	ca.uwaterloo
997	18788810	4284	0.000009	org.unep-wcmc
998	18787702	4042	0.000009	org.ramsar
999	18786952	4384	0.000008	com.googlelabs
1000	18786808	4634	0.000008	org.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!

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://data.commoncrawl.org/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://data.commoncrawl.org/ 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

Size	File	Description
3.31 GB	cc-main-2021-feb-apr-may-host-vertices.paths.gz	nodes ⟨id, rev host⟩, paths of 24 vertices files
12.94 GB	cc-main-2021-feb-apr-may-host-edges.paths.gz	edges ⟨from_id, to_id⟩, paths of 48 edges files
5.57 GB	cc-main-2021-feb-apr-may-host.graph	graph in BVGraph format
2 kB	cc-main-2021-feb-apr-may-host.properties
6.22 GB	cc-main-2021-feb-apr-may-host-t.graph	transpose of the graph (outlinks inverted to inlinks)
2 kB	cc-main-2021-feb-apr-may-host-t.properties
1 kB	cc-main-2021-feb-apr-may-host.stats	WebGraph statistics
7.69 GB	cc-main-2021-feb-apr-may-host-ranks.txt.gz	harmonic 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://data.commoncrawl.org/projects/hyperlinkgraph/cc-main-2021-feb-apr-may/domain/.

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

Size	File	Description
0.61 GB	cc-main-2021-feb-apr-may-domain-vertices.txt.gz	nodes ⟨id, rev domain, num hosts⟩
6.37 GB	cc-main-2021-feb-apr-may-domain-edges.txt.gz	edges ⟨from_id, to_id⟩
3.58 GB	cc-main-2021-feb-apr-may-domain.graph	graph in BVGraph format
2 kB	cc-main-2021-feb-apr-may-domain.properties
3.42 GB	cc-main-2021-feb-apr-may-domain-t.graph	transpose of the graph
2 kB	cc-main-2021-feb-apr-may-domain-t.properties
1 kB	cc-main-2021-feb-apr-may-domain.stats	WebGraph statistics
1.89 GB	cc-main-2021-feb-apr-may-domain-ranks.txt.gz	harmonic 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 value	page rank	page rank value	reversed domain name
1	31920934	1	0.017627	com.googleapis
2	31032784	3	0.013762	com.facebook
3	29681304	2	0.013832	com.google
4	27101692	4	0.007844	com.twitter
5	26954660	5	0.007519	org.w
6	26886624	7	0.006967	com.youtube
7	25515850	8	0.005718	com.instagram
8	25031490	6	0.007143	com.googletagmanager
9	24396116	9	0.005506	org.gmpg
10	23807122	12	0.003347	com.linkedin
11	22970992	13	0.003048	com.gstatic
12	22854052	10	0.003951	com.cloudflare
13	22698594	19	0.001914	com.gravatar
14	22504168	14	0.002908	org.wordpress
15	22434542	22	0.001564	com.pinterest
16	22100870	25	0.001270	org.wikipedia
17	21950578	17	0.002031	com.wordpress
18	21940826	18	0.001958	com.apple
19	21766696	15	0.002258	com.bootstrapcdn
20	21762964	30	0.001174	com.vimeo
21	21722198	38	0.000914	be.youtu
22	21556142	21	0.001842	com.jquery
23	21478118	29	0.001182	com.microsoft
24	21432212	53	0.000703	com.blogspot
25	21354260	35	0.001025	com.amazonaws
26	21337432	44	0.000765	com.amazon
27	21320702	43	0.000789	gl.goo
28	21170722	62	0.000600	ly.bit
29	21149628	99	0.000409	com.tumblr
30	21148242	50	0.000739	com.wp
31	21136818	45	0.000758	org.mozilla
32	21110018	57	0.000689	eu.europa
33	21104262	20	0.001894	com.adobe
34	21048760	16	0.002200	com.github
35	21040284	34	0.001026	com.google-analytics
36	21027350	36	0.001015	net.jsdelivr
37	20998320	27	0.001218	com.wixstatic
38	20995232	31	0.001119	net.cloudfront
39	20946148	47	0.000744	com.flickr
40	20913104	107	0.000338	com.yahoo
41	20851316	83	0.000436	com.googleusercontent
42	20843068	37	0.000929	io.github
43	20840670	111	0.000317	com.reddit
44	20834398	58	0.000677	com.paypal
45	20816886	23	0.001554	com.fontawesome
46	20773582	103	0.000368	com.weebly
47	20764576	79	0.000455	com.medium
48	20764512	33	0.001035	com.googlesyndication
49	20757582	32	0.001118	ru.yandex
50	20741944	48	0.000743	com.whatsapp
51	20708152	68	0.000520	org.w3
52	20705826	132	0.000240	com.nytimes
53	20696906	59	0.000673	co.t
54	20678088	102	0.000375	org.creativecommons
55	20675822	115	0.000290	com.soundcloud
56	20644978	60	0.000624	org.schema
57	20627114	74	0.000479	com.shopify
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863	19272368	2044	0.000017	se.haxx
864	19272288	897	0.000036	com.emarketer
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866	19271508	1004	0.000032	com.playstation
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881	19264914	4151	0.000009	com.theoutline
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886	19259734	1657	0.000020	net.leadpages
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903	19247678	4982	0.000007	net.postheaven
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907	19245754	4318	0.000009	org.kuow
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910	19244324	3769	0.000010	de.morgenpost
911	19244120	3282	0.000011	uk.gov.data
912	19243558	4952	0.000007	cz.webgarden
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915	19241684	4218	0.000009	org.birdlife
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917	19240778	2132	0.000017	to.dev
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920	19237742	1223	0.000026	com.podbean
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951	19212490	5233	0.000007	net.squareblogs
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953	19212170	231	0.000113	com.myshopify
954	19211108	3310	0.000011	com.flippa
955	19211092	3850	0.000010	com.townandcountrymag
956	19210938	1292	0.000025	build.bazel
957	19210816	5295	0.000007	net.werite
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959	19209742	2354	0.000015	com.storify
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978	19201386	1033	0.000031	com.redhat
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980	19199826	318	0.000084	it.google
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987	19196504	1936	0.000018	br.com.correios
988	19196468	4101	0.000009	google.design
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990	19192238	3758	0.000010	com.mail-archive
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992	19191000	4759	0.000008	tw.focustaiwan
993	19190946	4235	0.000009	org.insideclimatenews
994	19190774	2038	0.000017	com.freeprivacypolicy
995	19190442	4265	0.000009	org.escardio
996	19190354	4663	0.000008	com.theschooloflife
997	19189766	241	0.000111	com.naver
998	19188362	4711	0.000008	edu.uah
999	19188230	1611	0.000020	com.nike
1000	19187360	4319	0.000009	edu.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!