We are pleased to announce a new release of host-level and domain-level web graphs based on the September/October, November/December 2022 and January/February 2023 crawls. For more information about the data formats and the processing pipeline, please see the announcements of previous webgraph releases. You may also visit the cc-webgraph and cc-pyspark projects which contain all the scripts and tools needed to construct the graphs. Instructions for exploring the graphs in the webgraph format can be found in our collection of webgraph notebooks.

Host-level graph

The graph has of 325 million nodes and 2.63 billion edges. Both hyperlinks, HTTP redirects and link headers are used as edges to span up the graph. All types of links are included, including purely “technical” links pointing to images, JavaScript libraries, web fonts, etc. However, only hostnames with a valid IANA TLD are used. As a result, URLs with an IP address as host component are not taken into account for building the host-level graph.

There are 268 million dangling nodes (82.7%) and the largest strongly connected component contains 43.1 million (13.3%) nodes. Dangling nodes come from

• hosts that are not crawled, but are referenced by a link on a crawled page
• hosts with no links pointing to another hostname
• or hosts that only returned an error page (e.g. HTTP 404).

Hostnames in the graph are in reverse domain name notation with the leading www. removed: www.subdomain.example.com becomes com.example.subdomain.

You can download the graph and the ranks of all 325 million hosts from AWS S3 at s3://commoncrawl/projects/hyperlinkgraph/cc-main-2022-23-sep-nov-jan/host/ (this requires an account on AWS). Alternatively, you can use https://data.commoncrawl.org/projects/hyperlinkgraph/cc-main-2022-23-sep-nov-jan/host/ as prefix to access the files from everywhere.

Note that the text representation of the host-level graph is delivered in 10 gzip-compressed files listed in two path listings – one for the nodes (vertices), and one for the edges (arcs). First, download the path listing and decompress it with “gzip -d” or “gunzip”. Adding the prefix s3://commoncrawl/ or https://data.commoncrawl.org/ to each line in the path listing will give you the list of URLs to download the entire graph.

Download files of the Common Crawl Sep/Nov/Jan 2022-2023 host-level webgraph

Size	File	Description
2.34 GB	cc-main-2022-23-sep-nov-jan-host-vertices.paths.gz	nodes ⟨id, rev host⟩, paths of 32 vertices files
11.40 GB	cc-main-2022-23-sep-nov-jan-host-edges.paths.gz	edges ⟨from_id, to_id⟩, paths of 64 edges files
5.51 GB	cc-main-2022-23-sep-nov-jan-host.graph	graph in BVGraph format
2 kB	cc-main-2022-23-sep-nov-jan-host.properties
5.88 GB	cc-main-2022-23-sep-nov-jan-host-t.graph	transpose of the graph (outlinks inverted to inlinks)
2 kB	cc-main-2022-23-sep-nov-jan-host-t.properties
1 kB	cc-main-2022-23-sep-nov-jan-host.stats	WebGraph statistics
5.56 GB	cc-main-2022-23-sep-nov-jan-host-ranks.txt.gz	harmonic centrality and pagerank

Domain-level graph

The domain graph is built by aggregating the host graph at the pay-level domain (PLD) level based on the public suffix list maintained on publicsuffix.org. Version (commit) 0bbf864 of the public suffix list was used (commit date 2023-03-08).

The domain-level graph has 88 million nodes and 1.68 billion edges. 52% or 46 million nodes are dangling nodes, the largest strongly connected component covers 34 million or 39% of the nodes.

All domain graph files are available on AWS S3 under s3://commoncrawl/projects/hyperlinkgraph/cc-main-2022-23-sep-nov-jan/domain/ or on https://data.commoncrawl.org/projects/hyperlinkgraph/cc-main-2022-23-sep-nov-jan/domain/.

Download files of the Common Crawl Sep/Nov/Jan 2022-2023 domain-level webgraph

Size	File	Description
0.61 GB	cc-main-2022-23-sep-nov-jan-domain-vertices.txt.gz	nodes ⟨id, rev domain, num hosts⟩
6.89 GB	cc-main-2022-23-sep-nov-jan-domain-edges.txt.gz	edges ⟨from_id, to_id⟩
3.90 GB	cc-main-2022-23-sep-nov-jan-domain.graph	graph in BVGraph format
2 kB	cc-main-2022-23-sep-nov-jan-domain.properties
3.81 GB	cc-main-2022-23-sep-nov-jan-domain-t.graph	transpose of the graph
2 kB	cc-main-2022-23-sep-nov-jan-domain-t.properties
1 kB	cc-main-2022-23-sep-nov-jan-domain.stats	WebGraph statistics
1.90 GB	cc-main-2022-23-sep-nov-jan-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 (Sep/Nov/Jan 2022-2023)

harmonic centrality rank	hc value	page rank	page rank value	reversed domain name
1	30208264	1	0.016763	com.googleapis
2	29783728	3	0.010997	com.facebook
3	29384286	2	0.015692	com.google
4	26032564	6	0.005934	com.youtube
5	25805292	5	0.006482	com.twitter
6	25487994	8	0.005484	com.instagram
7	25225590	7	0.005863	org.w
8	25002416	4	0.007149	com.googletagmanager
9	23952870	9	0.004622	org.gmpg
10	23337268	12	0.003349	com.linkedin
11	23278606	10	0.004162	com.gstatic
12	22405388	15	0.002066	com.gravatar
13	22178872	11	0.003793	com.cloudflare
14	21844608	13	0.002400	org.wordpress
15	21681482	25	0.001450	com.pinterest
16	21559576	32	0.001217	org.wikipedia
17	21429174	17	0.001813	com.apple
18	21227448	31	0.001226	com.wordpress
19	21216668	34	0.001088	com.vimeo
20	21195402	39	0.000900	be.youtu
21	20932166	14	0.002311	net.cloudfront
22	20898430	18	0.001711	com.bootstrapcdn
23	20823002	35	0.001080	com.microsoft
24	20748850	48	0.000709	com.amazon
25	20741894	55	0.000581	com.blogspot
26	20704246	26	0.001442	com.jquery
27	20677290	47	0.000780	gl.goo
28	20670994	43	0.000852	com.amazonaws
29	20665338	16	0.001840	io.polyfill
30	20631324	44	0.000844	eu.europa
31	20618144	50	0.000696	com.wp
32	20564226	29	0.001298	net.jsdelivr
33	20528750	45	0.000812	org.mozilla
34	20516286	28	0.001369	com.wixstatic
35	20513258	65	0.000505	ly.bit
36	20484072	23	0.001470	com.adobe
37	20443722	21	0.001544	com.fontawesome
38	20411612	40	0.000896	com.google-analytics
39	20400328	22	0.001485	com.github
40	20349558	54	0.000635	com.paypal
41	20346992	19	0.001674	com.googleusercontent
42	20328172	30	0.001297	com.whatsapp
43	20292300	103	0.000334	com.tumblr
44	20192382	33	0.001113	ru.yandex
45	20186350	85	0.000378	com.medium
46	20183944	123	0.000299	com.reddit
47	20180914	108	0.000331	com.yahoo
48	20178722	62	0.000529	com.shopify
49	20170012	58	0.000564	com.flickr
50	20167766	69	0.000483	io.github
51	20163916	63	0.000522	co.t
52	20152240	128	0.000260	com.nytimes
53	20124068	125	0.000293	com.spotify
54	20104136	36	0.001066	com.baidu
55	20098412	59	0.000553	org.w3
56	20094912	37	0.001000	com.qq
57	20016100	57	0.000569	com.vk
58	20005808	41	0.000881	com.googlesyndication
59	20003706	114	0.000313	com.weebly
60	19975298	158	0.000186	com.forbes
61	19967874	122	0.000302	org.creativecommons
62	19967726	130	0.000251	com.soundcloud
63	19962190	142	0.000211	org.archive
64	19942482	150	0.000198	gov.nih
65	19918748	126	0.000264	com.tiktok
66	19915782	61	0.000538	org.schema
67	19912766	60	0.000544	com.unpkg
68	19911234	181	0.000153	com.bing
69	19911002	249	0.000107	com.imdb
70	19905552	264	0.000100	edu.harvard
71	19902624	80	0.000387	me.t
72	19901168	196	0.000137	org.wikimedia
73	19873990	163	0.000174	com.dropbox
74	19872264	288	0.000091	net.slideshare
75	19869992	192	0.000142	int.who
76	19862262	203	0.000131	com.cnn
77	19862142	174	0.000157	gov.cdc
78	19858886	214	0.000123	com.theguardian
79	19847642	184	0.000151	com.unsplash
80	19845106	121	0.000307	com.list-manage
81	19831690	272	0.000097	net.researchgate
82	19819188	253	0.000105	com.wsj
83	19816030	293	0.000090	com.bbc
84	19812290	64	0.000507	com.macromedia
85	19810452	297	0.000089	uk.co.bbc
86	19805166	304	0.000087	com.reuters
87	19788972	246	0.000107	com.washingtonpost
88	19786314	279	0.000094	com.statista
89	19775652	318	0.000083	edu.stanford
90	19775346	432	0.000060	gov.nasa
91	19774590	67	0.000497	com.addthis
92	19770972	46	0.000807	net.doubleclick
93	19769890	151	0.000195	com.wixsite
94	19765714	227	0.000117	com.businessinsider
95	19763270	215	0.000123	com.imgur
96	19754014	367	0.000072	com.go
97	19750586	204	0.000129	com.live
98	19746004	107	0.000332	com.wix
99	19745530	372	0.000070	com.wired
100	19738366	152	0.000195	us.zoom
101	19723422	135	0.000225	gle.forms
102	19718148	225	0.000118	com.etsy
103	19717824	277	0.000095	com.ibm
104	19700092	447	0.000058	com.theverge
105	19699788	356	0.000074	com.nature
106	19696656	120	0.000309	me.wp
107	19693524	176	0.000156	org.ietf
108	19687268	49	0.000700	com.fb
109	19686956	157	0.000187	com.ytimg
110	19685800	492	0.000053	com.msn
111	19685436	315	0.000084	com.android
112	19684204	316	0.000084	com.cnbc
113	19684024	140	0.000214	com.mailchimp
114	19682468	42	0.000858	net.fbcdn
115	19682198	255	0.000104	com.stackoverflow
116	19681202	511	0.000051	edu.berkeley
117	19679968	275	0.000096	org.un
118	19679582	265	0.000100	com.bloomberg
119	19677792	220	0.000121	com.outlook
120	19673502	178	0.000155	org.apache
121	19666706	269	0.000098	com.oracle
122	19658542	382	0.000069	com.example
123	19650660	343	0.000077	org.npr
124	19649560	350	0.000075	com.quora
125	19649030	129	0.000254	com.youtube-nocookie
126	19646800	601	0.000045	com.zdnet
127	19646398	99	0.000336	com.giphy
128	19644128	195	0.000140	com.hubspot
129	19643752	219	0.000122	org.doi
130	19632490	542	0.000048	com.myspace
131	19630886	222	0.000120	gov.ca
132	19618726	395	0.000067	com.time
133	19612954	359	0.000074	com.slack
134	19610836	70	0.000455	com.ft
135	19610350	462	0.000056	com.appspot
136	19606234	139	0.000217	com.opera
137	19605258	261	0.000102	com.sciencedirect
138	19604780	476	0.000054	com.ted
139	19604180	342	0.000077	com.springer
140	19602362	401	0.000065	org.arxiv
141	19598276	393	0.000067	com.usatoday
142	19594554	194	0.000140	com.issuu
143	19588288	332	0.000080	org.acm
144	19585042	205	0.000129	com.npmjs
145	19581664	331	0.000080	uk.co.amazon
146	19577244	307	0.000086	com.githubusercontent
147	19576784	242	0.000108	com.blogger
148	19576054	311	0.000086	com.wiley
149	19574732	355	0.000074	com.pexels
150	19570782	468	0.000055	edu.cornell
151	19569412	482	0.000054	com.theatlantic
152	19567006	440	0.000059	org.python
153	19564494	593	0.000045	org.worldbank
154	19563390	565	0.000047	uk.co.telegraph
155	19563008	732	0.000037	edu.psu
156	19553204	428	0.000060	com.cnet
157	19539618	149	0.000199	org.ampproject
158	19537568	623	0.000043	org.weforum
159	19537332	296	0.000089	uk.gov
160	19533658	444	0.000059	com.huffingtonpost
161	19532878	490	0.000053	com.latimes
162	19528578	645	0.000042	org.unesco
163	19527222	655	0.000041	com.livejournal
164	19526534	449	0.000058	com.pixabay
165	19508444	411	0.000063	com.sagepub
166	19506694	480	0.000054	com.goodreads
167	19506188	499	0.000052	uk.co.google
168	19503402	258	0.000103	net.behance
169	19503138	270	0.000097	com.bandcamp
170	19503070	727	0.000037	org.chromium
171	19495988	525	0.000050	com.cbsnews
172	19495180	326	0.000081	ee.linktr
173	19493452	527	0.000049	edu.yale
174	19489730	286	0.000092	com.w3schools
175	19483130	175	0.000157	com.yelp
176	19482412	299	0.000089	edu.mit
177	19481882	68	0.000496	com.googleadservices
178	19480090	78	0.000393	me.wa
179	19477430	528	0.000049	uk.co.independent
180	19474080	134	0.000228	com.statcounter
181	19472938	300	0.000089	com.tinyurl
182	19472136	509	0.000051	com.fortune
183	19471318	714	0.000038	edu.columbia
184	19471218	690	0.000039	com.vox
185	19461296	422	0.000061	gov.whitehouse
186	19460546	416	0.000062	org.nodejs
187	19457810	512	0.000051	uk.co.dailymail
188	19455462	537	0.000049	com.indiatimes
189	19452626	349	0.000075	com.businesswire
190	19451618	290	0.000090	org.pewresearch
191	19450276	559	0.000047	edu.cmu
192	19442676	643	0.000042	com.marketwatch
193	19436888	494	0.000052	com.tandfonline
194	19431628	598	0.000045	org.pbs
195	19429220	657	0.000041	com.usnews
196	19428984	777	0.000035	edu.upenn
197	19428100	278	0.000095	com.twimg
198	19421114	683	0.000039	com.buzzfeed
199	19420594	590	0.000045	gov.loc
200	19420022	504	0.000052	com.fc2
201	19419582	674	0.000040	com.git-scm
202	19418554	901	0.000033	com.qz
203	19416166	885	0.000034	edu.washington
204	19415650	778	0.000035	com.trello
205	19415444	675	0.000040	com.apnews
206	19411912	1121	0.000026	com.techradar
207	19411736	517	0.000050	com.investopedia
208	19410610	652	0.000041	com.mysql
209	19408094	138	0.000218	info.aboutads
210	19407400	880	0.000034	me.about
211	19403682	276	0.000096	org.gnu
212	19403122	736	0.000037	com.economist
213	19402862	677	0.000040	com.box
214	19397500	713	0.000038	com.scribd
215	19396454	1276	0.000023	com.techrepublic
216	19395758	370	0.000071	com.gitlab
217	19395036	489	0.000053	com.walmart
218	19394568	348	0.000075	com.techcrunch
219	19388888	406	0.000064	co.ibb
220	19388054	487	0.000053	com.nationalgeographic
221	19387258	734	0.000037	com.venturebeat
222	19386248	541	0.000048	com.inc
223	19385564	165	0.000171	com.staticflickr
224	19385242	141	0.000211	me.line
225	19382874	534	0.000049	com.theconversation
226	19380928	510	0.000051	com.nbcnews
227	19380802	582	0.000046	com.digg
228	19379752	1117	0.000026	edu.northwestern
229	19378952	787	0.000035	org.semver
230	19377466	1002	0.000029	edu.jhu
231	19377050	737	0.000036	ca.cbc
232	19376942	539	0.000049	com.googleblog
233	19375096	1397	0.000021	edu.rutgers
234	19371812	647	0.000042	com.photobucket
235	19370806	1099	0.000027	edu.usc
236	19369504	600	0.000045	gov.senate
237	19367834	198	0.000134	com.calendly
238	19367222	231	0.000116	net.windows
239	19365020	1262	0.000023	org.kernel
240	19359670	1287	0.000023	co.elastic
241	19358788	808	0.000035	com.shutterstock
242	19358402	691	0.000039	org.cambridge
243	19356378	1091	0.000027	fm.last
244	19355798	321	0.000082	tv.twitch
245	19355788	187	0.000147	page.g
246	19355748	719	0.000037	com.newyorker
247	19354116	748	0.000036	org.bitbucket
248	19345608	566	0.000047	com.oup
249	19344142	930	0.000031	org.sciencemag
250	19343430	250	0.000107	com.jotform
251	19340588	191	0.000143	com.cloudinary
252	19340216	538	0.000049	org.unicef
253	19339906	1020	0.000029	edu.princeton
254	19339090	588	0.000045	io.codepen
255	19338824	982	0.000030	gov.usgs
256	19338794	879	0.000034	uk.ac.ox
257	19336670	562	0.000047	com.xinhuanet
258	19336118	1184	0.000025	com.alexa
259	19333656	515	0.000051	org.js
260	19331480	864	0.000034	edu.asu
261	19329334	884	0.000034	com.nvidia
262	19328550	1187	0.000025	com.mediafire
263	19325282	221	0.000121	net.sourceforge
264	19322430	1433	0.000021	com.euronews
265	19321422	335	0.000079	com.prnewswire
266	19320932	937	0.000031	com.foxnews
267	19320900	1083	0.000027	gov.fbi
268	19314904	1174	0.000025	org.coursera
269	19313470	627	0.000043	com.biomedcentral
270	19312726	1367	0.000022	com.500px
271	19310966	88	0.000374	com.stripe
272	19308392	237	0.000112	com.tripadvisor
273	19306794	186	0.000148	com.xing
274	19306438	248	0.000107	com.wpengine
275	19306070	154	0.000191	com.sharethis
276	19304476	929	0.000031	com.nypost
277	19301278	740	0.000036	com.politico
278	19297772	325	0.000081	com.automattic
279	19297516	1450	0.000020	com.digitaltrends
280	19297208	1072	0.000027	co.g
281	19297054	1058	0.000028	org.pnas
282	19295368	1142	0.000026	com.axios
283	19295228	410	0.000063	org.openstreetmap
284	19293638	1191	0.000025	uk.co.guardian
285	19293548	1111	0.000026	com.scmp
286	19290228	595	0.000045	ca.canada
287	19289660	1431	0.000021	org.eclipse
288	19288644	1261	0.000023	uk.co.blogspot
289	19288300	678	0.000040	com.huffpost
290	19286476	1322	0.000022	org.semanticscholar
291	19284068	637	0.000042	gov.census
292	19283194	469	0.000055	gov.usda
293	19282746	66	0.000504	com.trustpilot
294	19281282	765	0.000036	com.hp
295	19281216	556	0.000048	io.readthedocs
296	19276912	1240	0.000023	com.nymag
297	19276304	256	0.000104	org.iana
298	19276166	870	0.000034	com.ssrn
299	19276092	962	0.000030	edu.umn
300	19274986	993	0.000029	au.net.abc
301	19273958	1448	0.000020	com.sky
302	19273816	1211	0.000024	edu.purdue
303	19273324	625	0.000043	org.apa
304	19272362	217	0.000122	com.eventbrite
305	19271512	167	0.000167	gov.privacyshield
306	19271404	1064	0.000028	com.about
307	19271058	340	0.000078	com.dribbble
308	19270226	583	0.000046	gov.house
309	19269684	907	0.000033	com.sciencedaily
310	19269194	571	0.000047	gov.noaa
311	19269034	445	0.000059	com.arcgis
312	19267554	363	0.000073	com.feedburner
313	19266714	591	0.000045	fm.anchor
314	19266698	1533	0.000020	ru.spb
315	19264280	567	0.000047	site.business
316	19264260	1308	0.000022	com.nikkei
317	19261166	1030	0.000029	com.ggpht
318	19259980	868	0.000034	org.change
319	19257436	1053	0.000028	com.evernote
320	19256818	1360	0.000022	edu.illinois
321	19255628	162	0.000174	com.office
322	19255582	1343	0.000022	org.postgresql
323	19252970	882	0.000034	org.pypi
324	19252962	581	0.000046	com.163
325	19251350	574	0.000047	com.dailymotion
326	19248956	1617	0.000019	org.aclu
327	19247890	1051	0.000028	edu.uchicago
328	19245190	953	0.000030	com.mdpi
329	19245010	889	0.000034	de.spiegel
330	19243662	496	0.000052	gov.hhs
331	19242990	400	0.000065	com.indeed
332	19241006	696	0.000039	gov.justice
333	19239998	621	0.000043	gov.state
334	19237584	1665	0.000019	org.greenpeace
335	19236460	106	0.000333	net.jsfiddle
336	19233688	789	0.000035	gov.congress
337	19233144	689	0.000039	com.bigcartel
338	19231252	2010	0.000017	edu.gatech
339	19230230	484	0.000054	gov.epa
340	19229306	1923	0.000017	com.openai
341	19228750	619	0.000043	org.ohchr
342	19227578	893	0.000033	org.fao
343	19227162	390	0.000067	com.atlassian
344	19227150	1812	0.000018	org.science
345	19224842	768	0.000035	com.jetbrains
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742	18834006	5000	0.000007	ua.nv
743	18833898	3110	0.000011	ru.vedomosti
744	18833794	2169	0.000016	com.wakelet
745	18833066	867	0.000034	com.zoho
746	18832896	640	0.000042	jp.ne.sakura
747	18832118	3963	0.000009	com.theweek
748	18831308	2113	0.000016	com.proquest
749	18830330	1118	0.000026	com.slate
750	18829038	1868	0.000018	com.speakerdeck
751	18828890	2825	0.000012	jp.nicovideo
752	18828214	241	0.000110	jp.co.google
753	18826472	3223	0.000010	com.tradingeconomics
754	18824538	2526	0.000014	com.radio
755	18824466	5366	0.000006	org.bakerlab
756	18824444	1168	0.000025	org.webaim
757	18823292	166	0.000169	org.whatwg
758	18823246	3038	0.000011	com.bloglovin
759	18822092	3620	0.000009	edu.temple
760	18821762	1071	0.000027	com.engadget
761	18821604	1193	0.000025	io.powr
762	18821134	671	0.000040	org.eff
763	18821128	4228	0.000008	com.virgin
764	18820708	330	0.000080	com.wistia
765	18820470	4223	0.000008	com.scotsman
766	18820390	3533	0.000010	ly.plot
767	18819496	3657	0.000009	de.diplo
768	18818614	1855	0.000018	com.ticketmaster
769	18817694	2700	0.000013	com.me
770	18816976	71	0.000441	com.oculus
771	18816804	2918	0.000012	com.digitaljournal
772	18816466	1580	0.000019	com.cbssports
773	18815294	3761	0.000009	io.fabric
774	18814250	2485	0.000014	com.surveygizmo
775	18811680	4234	0.000008	io.meduza
776	18811246	594	0.000045	fr.free
777	18810210	3782	0.000009	org.neocities
778	18810150	2685	0.000013	com.jpost
779	18809838	2701	0.000013	com.washingtontimes
780	18809742	3610	0.000009	org.annualreviews
781	18809160	3333	0.000010	int.nato
782	18808792	1994	0.000017	com.trustwave
783	18808532	3214	0.000011	org.heritage
784	18808074	3486	0.000010	org.repec
785	18807740	1809	0.000019	co.carrd
786	18807316	4100	0.000008	uk.co.timesonline
787	18806184	3358	0.000010	re.appsto
788	18805892	81	0.000387	org.nginx
789	18805568	1314	0.000022	com.playstation
790	18805506	3261	0.000010	uk.ac.leeds
791	18805074	521	0.000050	org.drupal
792	18804212	3656	0.000009	com.citylab
793	18803430	1185	0.000025	com.gizmodo
794	18803162	3903	0.000009	com.nationalreview
795	18802824	3095	0.000011	org.nrdc
796	18802742	3972	0.000009	net.openreview
797	18802624	2783	0.000012	com.wpcomstaging
798	18802584	2589	0.000014	org.sleepfoundation
799	18801620	4771	0.000007	com.bizcommunity
800	18801430	1304	0.000023	com.udemy
801	18801120	2874	0.000012	com.towardsdatascience
802	18800914	3649	0.000009	com.glitch
803	18800894	2162	0.000016	com.unity
804	18800888	549	0.000048	com.globenewswire
805	18800242	3836	0.000009	com.bepress
806	18800046	2567	0.000014	com.thespruce
807	18799488	1921	0.000017	ru.rbc
808	18798872	3774	0.000009	com.pbase
809	18798732	1486	0.000020	br.com.uol
810	18798690	3885	0.000009	ru.mid
811	18797228	3569	0.000009	org.wilsoncenter
812	18796512	4905	0.000007	it.justpaste
813	18795920	2460	0.000014	ru.rutube
814	18795064	866	0.000034	com.newsweek
815	18794898	3272	0.000010	au.edu.sydney
816	18793792	1975	0.000017	fr.blogspot
817	18793384	648	0.000042	com.mimecast
818	18792904	3771	0.000009	it.eventbrite
819	18792676	3090	0.000011	com.financialpost
820	18792614	1742	0.000019	com.technologyreview
821	18792574	4677	0.000007	edu.csun
822	18792430	4810	0.000007	org.scala-sbt
823	18792342	705	0.000038	net.b-cdn
824	18792186	3982	0.000008	com.indystar
825	18791040	2580	0.000014	ru.tass
826	18790612	1863	0.000018	ch.ethz
827	18790492	2764	0.000013	com.newrepublic
828	18790304	3622	0.000009	ca.uvic
829	18790238	614	0.000044	com.fandom
830	18789298	4500	0.000007	com.kinja
831	18788432	2923	0.000012	int.wmo
832	18786950	1036	0.000028	com.akamai
833	18785250	3444	0.000010	ru.lenta
834	18783154	3886	0.000009	com.slidesharecdn
835	18783124	4278	0.000008	org.elifesciences
836	18782898	2720	0.000013	com.fivethirtyeight
837	18782704	2770	0.000013	com.verywellhealth
838	18782398	729	0.000037	org.reactjs
839	18782236	1055	0.000028	org.unicode
840	18780268	2032	0.000016	org.americanbar
841	18779610	4850	0.000007	co.aeon
842	18779582	754	0.000036	com.moz
843	18779480	4695	0.000007	com.jigsy
844	18779480	202	0.000131	com.jimcdn
845	18779168	1990	0.000017	com.kxcdn
846	18779096	1802	0.000019	com.images-amazon
847	18778590	4028	0.000008	com.thediplomat
848	18778408	4189	0.000008	com.allafrica
849	18778074	1854	0.000018	gov.medlineplus
850	18777630	1027	0.000029	com.emarketer
851	18776948	3103	0.000011	com.blogtalkradio
852	18776668	3148	0.000011	com.biography
853	18775650	1355	0.000022	com.xkcd
854	18774718	1387	0.000021	com.thenextweb
855	18774182	1035	0.000028	com.css-tricks
856	18773746	2765	0.000013	io.redis
857	18773632	1830	0.000018	io.kubernetes
858	18771512	3430	0.000010	fr.rfi
859	18770806	4308	0.000008	au.edu.adelaide
860	18770028	3176	0.000011	org.nationalgeographic
861	18769896	1060	0.000028	com.yandex
862	18767830	3264	0.000010	org.panda
863	18767292	271	0.000097	de.amazon
864	18766934	4471	0.000008	fi.hs
865	18766498	2992	0.000011	com.euractiv
866	18766350	5125	0.000007	edu.umt
867	18765526	3720	0.000009	net.ipsnews
868	18765048	224	0.000118	org.icann
869	18764642	3971	0.000009	gov.ornl
870	18763736	4042	0.000008	org.thinkprogress
871	18763532	3536	0.000010	vn.com.google
872	18763496	1474	0.000020	edu.umd
873	18763446	441	0.000059	org.opensource
874	18762766	2839	0.000012	fi.yle
875	18761268	1129	0.000026	com.glassdoor
876	18760974	3809	0.000009	com.crashlytics
877	18760580	383	0.000069	it.google
878	18760534	3392	0.000010	cn.globaltimes
879	18759470	3841	0.000009	com.sputniknews
880	18759316	3296	0.000010	gov.doi
881	18759284	1048	0.000028	ly.cutt
882	18759154	3769	0.000009	com.clarin
883	18759124	3833	0.000009	uk.gov.metoffice
884	18758894	5758	0.000006	org.cgsociety
885	18758746	1452	0.000020	com.rollingstone
886	18758550	1458	0.000020	com.smashingmagazine
887	18758014	3209	0.000011	org.cfr
888	18757926	3933	0.000009	gov.fec
889	18757834	3530	0.000010	ru.rosminzdrav
890	18756978	1243	0.000023	org.golang
891	18756894	5382	0.000006	edu.chapman
892	18756824	4544	0.000007	uk.ac.nhm
893	18756496	5110	0.000007	au.edu.uts
894	18756282	1373	0.000021	edu.ucsd
895	18756272	3427	0.000010	edu.unh
896	18755430	3498	0.000010	jp.ne.docomo
897	18755124	2300	0.000015	com.w3techs
898	18754824	950	0.000031	com.ubuntu
899	18754654	1889	0.000018	com.indiegogo
900	18754566	4075	0.000008	org.tigris
901	18754136	1879	0.000018	int.itu
902	18753386	4143	0.000008	com.coca-cola
903	18752518	3825	0.000009	ru.gazeta
904	18752498	4300	0.000008	ch.swissinfo
905	18750682	2507	0.000014	se.haxx
906	18750434	5143	0.000007	com.chinatimes
907	18749260	4702	0.000007	edu.upf
908	18747924	1862	0.000018	sh.brew
909	18747896	4795	0.000007	kr.co.koreatimes
910	18747192	3805	0.000009	mt.gov
911	18746096	4217	0.000008	com.motor1
912	18745808	5756	0.000006	com.tv
913	18745512	2104	0.000016	net.vnexpress
914	18744084	2565	0.000014	gd.is
915	18744012	2793	0.000012	ru.hh
916	18743684	1270	0.000023	org.wiktionary
917	18743628	4299	0.000008	uk.ac.exeter
918	18743132	3471	0.000010	com.bhg
919	18742516	1904	0.000017	org.linuxfoundation
920	18742090	3908	0.000009	build.bazel
921	18741624	1401	0.000021	com.freeprivacypolicy
922	18741410	3334	0.000010	cn.org.china
923	18740876	2573	0.000014	com.pcworld
924	18740070	4403	0.000008	com.bravesites
925	18740044	3218	0.000010	com.nyt
926	18739968	4027	0.000008	com.usmagazine
927	18739330	1203	0.000024	com.webs
928	18739298	5530	0.000006	com.gust
929	18739228	5683	0.000006	tv.eurovision
930	18738996	6003	0.000006	ke.co.google
931	18738768	5498	0.000006	tw.org.rti
932	18738216	899	0.000033	com.elpais
933	18737996	2574	0.000014	ru.rg
934	18737310	5139	0.000007	com.defensenews
935	18736786	4709	0.000007	com.alignable
936	18736772	2241	0.000015	ru.kommersant
937	18736336	650	0.000042	com.accenture
938	18736124	3843	0.000009	tr.com.aa
939	18736094	1019	0.000029	com.buzzsprout
940	18735764	2554	0.000014	ru.mos
941	18735662	3192	0.000011	com.post-gazette
942	18733672	4867	0.000007	com.revolut
943	18733416	5107	0.000007	org.siggraph
944	18732882	2100	0.000016	com.hackerone
945	18732676	4096	0.000008	uk.ac.core
946	18732092	7116	0.000005	com.orgfree
947	18731434	4215	0.000008	org.jenkins-ci
948	18731344	373	0.000070	mp.mailchi
949	18731210	4764	0.000007	fr.huffingtonpost
950	18728952	5603	0.000006	net.zshare
951	18728946	4191	0.000008	com.encyclopedia
952	18728822	3020	0.000011	com.devpost
953	18728208	4792	0.000007	com.iconarchive
954	18728168	3356	0.000010	com.washingtonexaminer
955	18727110	5507	0.000006	uk.org.rspb
956	18726884	2250	0.000015	org.donorbox
957	18726876	954	0.000030	edu.wisc
958	18726550	3373	0.000010	org.rferl
959	18726378	3789	0.000009	nl.wur
960	18725900	5637	0.000006	jp.riken
961	18725706	1829	0.000018	com.homeadvisor
962	18725558	1466	0.000020	org.owasp
963	18725218	1159	0.000025	com.imrworldwide
964	18724578	93	0.000344	com.messenger
965	18723300	2897	0.000012	ru.kp
966	18723096	3931	0.000009	gov.ustr
967	18722424	878	0.000034	edu.umich
968	18722176	3363	0.000010	int.iom
969	18721796	1408	0.000021	com.sfgate
970	18721554	2776	0.000013	com.cloudwaysapps
971	18721416	660	0.000041	com.psychologytoday
972	18721272	4996	0.000007	org.geogebra
973	18720848	1263	0.000023	edu.hbs
974	18720786	4336	0.000008	com.podomatic
975	18720500	3758	0.000009	ru.avito
976	18720174	1194	0.000025	com.searchengineland
977	18718614	927	0.000032	com.wikihow
978	18717880	5397	0.000006	com.nippon
979	18717810	4662	0.000007	org.democracynow
980	18716504	519	0.000050	gov.fda
981	18716444	6716	0.000005	uk.ac.aber
982	18716304	4204	0.000008	com.vancouversun
983	18716098	5646	0.000006	re.cli
984	18715622	3847	0.000009	edu.sc
985	18714542	1153	0.000025	to.dev
986	18713766	1012	0.000029	org.frontiersin
987	18713302	405	0.000064	com.constantcontact
988	18713076	4221	0.000008	org.sonatype
989	18711534	2510	0.000014	com.etonline
990	18711418	597	0.000045	com.figma
991	18710884	1207	0.000024	edu.nyu
992	18709766	3679	0.000009	org.ets
993	18709648	6296	0.000006	org.sfpl
994	18708946	2403	0.000015	com.alibabagroup
995	18708874	4758	0.000007	net.thedailystar
996	18708726	3477	0.000010	com.bp
997	18708662	2647	0.000013	ca.citizenlab
998	18708340	2682	0.000013	com.discogs
999	18707350	5517	0.000006	com.maxpreps
1000	18705518	364	0.000073	com.heroku

Credits

Thanks to the authors of the WebGraph framework, whose software made the computation of graph properties and ranks possible.

We hope you find the data useful for 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 May, June/July and August 2022. 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. See below for a summary of changes and improvements implemented for the current web graph release.

Changes, improvements and bug fixes

• Unicode internationalized domain names are always converted into their ASCII equivalents (IDNA). This is now ensured for node labels in the host-level webgraph (see cc-pyspark#35) and consequently also for the domain-level webgraph where non-ASCII characters were replaced by question marks (see cc-webgraph#6)
• The nodes of the domain graph are now strictly sorted lexicographically by node label (the reverse domain name). This should allow for more efficient compression of the list of domain nodes.
• The strict sorting was implemented to address a bug (cc-webgraph#3) which may cause duplicated nodes (two or more nodes with the same label) in the domain graph.
• The domain graph includes domain names equal to multi-part public suffixes. Previously the assumption was that names of registered domains are exactly one level below any ICANN suffix in the public suffix list and host names which are equal to multi-part suffixes (including at least one dot) were excluded. Such host names are now included, eg. gov.uk, freight.aero or altoadige.it. No further validation (eg. DNS lookup) is performed, so also invalid domain names may be included. Generally, except for a valid domain name string with a valid TLD or public suffix, no further validation is performed for any domain name. For more details, see cc-webgraph#1.

Host-level graph

The graph consists of 449 million nodes and 2.69 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 389 million dangling nodes (86.6%) and the largest strongly connected component contains 46.4 million (10.3%) 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 449 million hosts from AWS S3 on the path s3://commoncrawl/projects/hyperlinkgraph/cc-main-2022-may-jun-aug/host/ (this requires an account on AWS). Alternatively, you can use https://data.commoncrawl.org/projects/hyperlinkgraph/cc-main-2022-may-jun-aug/host/ as prefix to access the files from everywhere.

Please note that the text representation of the host-level graph is shipped in 96 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 -d” or “gunzip”. 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 May/Jun/Aug 2022 host-level webgraph

Size	File	Description
3.09 GB	cc-main-2022-may-jun-aug-host-vertices.paths.gz	nodes ⟨id, rev host⟩, paths of 32 vertices files
11.91 GB	cc-main-2022-may-jun-aug-host-edges.paths.gz	edges ⟨from_id, to_id⟩, paths of 64 edges files
5.76 GB	cc-main-2022-may-jun-aug-host.graph	graph in BVGraph format
2 kB	cc-main-2022-may-jun-aug-host.properties
6.20 GB	cc-main-2022-may-jun-aug-host-t.graph	transpose of the graph (outlinks inverted to inlinks)
2 kB	cc-main-2022-may-jun-aug-host-t.properties
1 kB	cc-main-2022-may-jun-aug-host.stats	WebGraph statistics
7.46 GB	cc-main-2022-may-jun-aug-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) e5ff0c7 of the public suffix list was used (commit date 2022-09-15).

The domain-level graph has 91 million nodes and 1.57 billion edges. 50% or 45 million nodes are dangling nodes, the largest strongly connected component covers 37 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-2022-may-jun-aug/domain/ or on https://data.commoncrawl.org/projects/hyperlinkgraph/cc-main-2022-may-jun-aug/domain/.

Download files of the Common Crawl May/Jun/Aug 2022 domain-level webgraph

Size	File	Description
0.63 GB	cc-main-2022-may-jun-aug-domain-vertices.txt.gz	nodes ⟨id, rev domain, num hosts⟩
6.52 GB	cc-main-2022-may-jun-aug-domain-edges.txt.gz	edges ⟨from_id, to_id⟩
3.77 GB	cc-main-2022-may-jun-aug-domain.graph	graph in BVGraph format
2 kB	cc-main-2022-may-jun-aug-domain.properties
3.59 GB	cc-main-2022-may-jun-aug-domain-t.graph	transpose of the graph
2 kB	cc-main-2022-may-jun-aug-domain-t.properties
1 kB	cc-main-2022-may-jun-aug-domain.stats	WebGraph statistics
1.96 GB	cc-main-2022-may-jun-aug-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 91 million domain ranks is available for download.

Top 1000 domains ranked by harmonic centrality (May/Jun/Aug 2022)

harmonic centrality rank	hc value	page rank	page rank value	reversed domain name
1	32914686	1	0.018077	com.googleapis
2	32131562	3	0.012273	com.facebook
3	31770190	2	0.015371	com.google
4	27971714	5	0.007018	com.twitter
5	27839074	7	0.006164	com.youtube
6	27662708	6	0.006892	org.w
7	27254468	8	0.005701	com.instagram
8	26739486	4	0.007602	com.googletagmanager
9	25688664	10	0.004673	org.gmpg
10	25578590	9	0.004792	com.gstatic
11	25033650	12	0.003435	com.linkedin
12	24026588	11	0.004116	com.cloudflare
13	23679430	17	0.002013	com.gravatar
14	23526052	13	0.002488	org.wordpress
15	23497052	24	0.001546	com.pinterest
16	23111634	28	0.001244	org.wikipedia
17	23073066	14	0.002254	com.apple
18	22828954	25	0.001434	com.wordpress
19	22794652	31	0.001150	com.vimeo
20	22725476	39	0.000940	be.youtu
21	22500412	18	0.001913	com.bootstrapcdn
22	22420202	32	0.001128	com.microsoft
23	22394764	15	0.002193	net.cloudfront
24	22370010	22	0.001568	com.jquery
25	22285798	23	0.001553	io.polyfill
26	22278972	51	0.000652	com.blogspot
27	22275856	44	0.000799	gl.goo
28	22242208	35	0.001012	com.amazonaws
29	22199000	47	0.000701	com.amazon
30	22170846	27	0.001252	net.jsdelivr
31	22147346	46	0.000764	eu.europa
32	22143092	41	0.000874	ly.bit
33	22058786	42	0.000835	org.mozilla
34	22050970	38	0.000958	com.google-analytics
35	22028542	21	0.001626	com.fontawesome
36	21967818	36	0.001001	com.adobe
37	21947388	20	0.001865	com.github
38	21939440	94	0.000371	com.tumblr
39	21919148	19	0.001882	com.googleusercontent
40	21916910	49	0.000687	com.wp
41	21896858	52	0.000647	com.paypal
42	21790948	61	0.000550	co.t
43	21769982	48	0.000695	com.whatsapp
44	21761882	54	0.000605	com.flickr
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1000	20104494	669	0.000040	gov.copyright

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!