Blog – Common Crawl

November 2019 crawl archive now available

November 27, 2019Sebastian Nagel

The crawl archive for November 2019 is now available! It contains 2.55 billion web pages or 250 TiB of uncompressed content, crawled between November 11th and 23rd with a short operational break on Nov 16th. It includes page captures of 1.1 billion URLs not contained in any crawl archive before.

What’s new?

We’ve added two new fields to the URL indexes (CDX and columnar):

the redirect target location is stored in the CDX JSON field "redirect" resp. the column "fetch_redirect". The value is extracted from HTTP header field "Location" if the HTTP status code indicates a HTTP redirect. A relative URL path is converted to an absolute URL using the page URL as base URL. The key is absent (resp. the field value is null) in case the "Location" value is missing, not a valid URL or not a valid relative URL path.
truncation of the WARC record payload is indicated by the key "truncated" resp. the column "content_truncated". The reason for the truncation is given only for truncated records following the WARC header field "WARC-Truncated".

Additional details and examples can be found in the corresponding PR #15.

We’ve fixed a bug affecting the capture time (WARC-Date) in the the robots.txt subset which has been extracted from the HTTP "Date" field of the HTTP header and appeared to be occasionally wrong. Please see issue #14 for further details.

Archive Location and Download

The November crawl archive is located in the commoncrawl bucket at crawl-data/CC-MAIN-2019-47/.

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

	File List	#Files	Total Size Compressed (TiB)
Segments	CC-MAIN-2019-47/segment.paths.gz	100
WARC files	CC-MAIN-2019-47/warc.paths.gz	56000	53.95
WAT files	CC-MAIN-2019-47/wat.paths.gz	56000	18.50
WET files	CC-MAIN-2019-47/wet.paths.gz	56000	8.34
Robots.txt files	CC-MAIN-2019-47/robotstxt.paths.gz	56000	0.24
Non-200 responses files	CC-MAIN-2019-47/non200responses.paths.gz	56000	3.05
URL index files	CC-MAIN-2019-47/cc-index.paths.gz	302	0.20

The Common Crawl URL Index for this crawl is available at: https://index.commoncrawl.org/CC-MAIN-2019-47/. Also the columnar index has been updated to contain this crawl.

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

Host- and Domain-Level Web Graphs Aug/Sep/Oct 2019

November 12, 2019Sebastian Nagel

We are pleased to announce a new release of host-level and domain-level web graphs based on the published crawls of August, September and October 2019. Additional information about the data formats, the processing pipeline, our objectives, and credits can be found in the announcements of prior webgraph releases (e.g., Nov/Dec/Jan 2017-2018 Webgraphs). You may also visit the projects cc-webgraph and cc-pyspark which host all scripts and tools required to construct the graphs.

What’s new?

The following improvements have been made for this webgraph release:

the graphs now also included edges stemming from HTTP 303 “See Other” redirects (in addition to other HTTP redirect status codes)
the Common Crawl robots.txt WARC files are used to get additional host-level redirects including hosts which exclude the entire content in their robots.txt
links from robots.txt files to sitemaps are now extracted directly from the robots.txt WARC files, see the Feb/Mar/Apr 2018 web graph announcement for more details about this type of host-level links

Host-level graph

The graph consists of 820 million nodes and 4.55 billion edges and includes dangling nodes i.e. hosts that have not been crawled yet are pointed to from a link on a crawled page. There are 752 million dangling nodes (92%) and the largest strongly connected component contains 50 million (6%) nodes.

You can download the graph and the ranks of all 820 million hosts from AWS S3 on the path s3://commoncrawl/projects/hyperlinkgraph/cc-main-2019-aug-sep-oct/host/. Alternatively, you can use https://commoncrawl.s3.amazonaws.com/projects/hyperlinkgraph/cc-main-2019-aug-sep-oct/host/ as prefix to access the files from everywhere.

Size	File	Description
5.29 GB	cc-main-2019-aug-sep-oct-host-vertices.paths.gz	nodes ⟨id, rev host⟩, paths of 28 vertices files
20.73 GB	cc-main-2019-aug-sep-oct-host-edges.paths.gz	edges ⟨from_id, to_id⟩, paths of 56 edges files

8.15 GB	cc-main-2019-aug-sep-oct-host.graph	graph in BVGraph format
2 kB	cc-main-2019-aug-sep-oct-host.properties

10.00 GB	cc-main-2019-aug-sep-oct-host-t.graph	transpose of the graph (outlinks inverted to inlinks)
2 kB	cc-main-2019-aug-sep-oct-host-t.properties

1 kB	cc-main-2019-aug-sep-oct-host.stats	WebGraph statistics

11.59 GB	cc-main-2019-aug-sep-oct-host-ranks.txt.gz	harmonic centrality and pagerank

Note that the host names are reversed and a leading www. is stripped: www.subdomain.example.com becomes com.example.subdomain.

Domain-level graph

The domain graph was built by aggregating the host graph on the level of pay-level domains (PLDs) based on the public suffix list maintained on publicsuffix.org.

The domain-level graph has 92.7 million nodes and 2.4 billion edges. 52% or 48 million nodes are dangling nodes, the largest strongly connected component covers 36 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-2019-aug-sep-oct/domain/ resp. https://commoncrawl.s3.amazonaws.com/projects/hyperlinkgraph/cc-main-2019-aug-sep-oct/domain/.

Download files of the Common Crawl Aug/Sep/Oct 2019 domain-level webgraph

Size	File	Description
0.64 GB	cc-main-2019-aug-sep-oct-domain-vertices.txt.gz	nodes ⟨id, rev domain, num hosts⟩
9.06 GB	cc-main-2019-aug-sep-oct-domain-edges.txt.gz	edges ⟨from_id, to_id⟩

4.64 GB	cc-main-2019-aug-sep-oct-domain.graph	graph in BVGraph format
2 kB	cc-main-2019-aug-sep-oct-domain.properties

4.82 GB	cc-main-2019-aug-sep-oct-domain-t.graph	transpose of the graph
2 kB	cc-main-2019-aug-sep-oct-domain-t.properties

1 kB	cc-main-2019-aug-sep-oct-domain.stats	WebGraph statistics

1.97 GB	cc-main-2019-aug-sep-oct-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 92 million domain ranks is available for download.

Top 1000 domains ranked by harmonic centrality (Aug/Sept/Oct 2019)

harmonic centrality rank	hc value	page rank	page rank value	reversed hostname
1	32193222	1	0.020989	com.googleapis
2	29939490	3	0.012691	com.facebook
3	29202762	2	0.012925	com.google
4	26823584	4	0.007369	com.twitter
5	26304804	5	0.006660	org.w
6	26023106	6	0.006435	com.youtube
7	24330930	9	0.003914	com.instagram
8	23954698	7	0.004993	org.gmpg
9	23537216	8	0.004863	com.googletagmanager
10	23456362	13	0.002913	com.linkedin
11	22601398	12	0.003086	org.wordpress
12	22511672	10	0.003602	com.cloudflare
13	22484028	22	0.001698	com.gravatar
14	22366260	23	0.001509	com.pinterest
15	22337722	19	0.002143	com.wordpress
16	22168804	14	0.002422	com.bootstrapcdn
17	22152656	32	0.001134	org.wikipedia
18	21939876	20	0.001777	com.apple
19	21666694	42	0.000842	com.blogspot
20	21595338	21	0.001736	com.jquery
21	21576018	49	0.000713	be.youtu
22	21574068	35	0.001064	com.vimeo
23	21525328	30	0.001154	com.microsoft
24	21517514	18	0.002164	com.gstatic
25	21444512	17	0.002176	com.adobe
26	21427572	39	0.000964	com.amazonaws
27	21426674	50	0.000695	com.wp
28	21393434	51	0.000681	com.amazon
29	21314258	65	0.000516	com.tumblr
30	21291646	46	0.000767	gl.goo
31	21256658	25	0.001309	com.macromedia
32	21253410	29	0.001173	com.baidu
33	21136800	67	0.000501	ly.bit
34	21087412	27	0.001200	com.flickr
35	21083642	24	0.001391	com.github
36	21068510	89	0.000381	com.yahoo
37	21063868	41	0.000928	com.google-analytics
38	21063204	31	0.001139	com.googlesyndication
39	21053852	57	0.000608	eu.europa
40	21051522	61	0.000541	org.mozilla
41	20997812	106	0.000300	com.reddit
42	20934970	37	0.001002	net.cloudfront
43	20930738	28	0.001184	ru.yandex
44	20907836	38	0.000964	com.addthis
45	20875048	48	0.000734	co.t
46	20863874	47	0.000744	net.doubleclick
47	20860222	70	0.000482	org.w3
48	20822794	98	0.000329	com.googleusercontent
49	20819594	43	0.000814	com.squarespace
50	20815248	75	0.000462	com.medium
51	20812946	91	0.000376	org.creativecommons
52	20811076	175	0.000140	org.wikimedia
53	20788398	86	0.000417	com.weebly
54	20786242	63	0.000534	me.wp
55	20764144	129	0.000221	com.nytimes
56	20754576	88	0.000400	io.github
57	20744406	55	0.000625	com.paypal
58	20731050	165	0.000148	uk.co.bbc
59	20729776	58	0.000557	net.jsdelivr
60	20723608	108	0.000297	com.soundcloud
61	20720614	172	0.000141	com.imgur
62	20696474	130	0.000210	com.dropbox
63	20676226	137	0.000181	com.forbes
64	20641078	173	0.000141	net.slideshare
65	20640886	54	0.000634	org.schema
66	20637016	153	0.000163	com.theguardian
67	20619410	187	0.000136	com.cnn
68	20614482	204	0.000118	com.businessinsider
69	20589376	217	0.000109	com.wsj
70	20575384	281	0.000086	edu.harvard
71	20572806	167	0.000147	com.bing
72	20571044	241	0.000098	com.techcrunch
73	20567292	290	0.000084	edu.mit
74	20557144	285	0.000084	com.reuters
75	20554074	375	0.000067	com.msn
76	20549852	329	0.000075	com.cnet
77	20542104	140	0.000178	org.archive
78	20538104	250	0.000094	com.bloomberg
79	20522694	33	0.001120	com.fontawesome
80	20521374	141	0.000175	gov.nih
81	20513408	93	0.000355	com.shopify
82	20513140	271	0.000089	com.myspace
83	20507048	207	0.000116	edu.stanford
84	20496152	53	0.000647	com.wix
85	20489102	200	0.000120	com.stackoverflow
86	20487938	434	0.000057	com.googleblog
87	20484632	154	0.000163	org.apache
88	20478194	229	0.000102	com.oracle
89	20475392	214	0.000110	com.washingtonpost
90	20472386	260	0.000091	com.android
91	20469298	267	0.000090	com.bbc
92	20466440	194	0.000123	org.ietf
93	20438542	310	0.000079	com.time
94	20436352	298	0.000081	uk.co.telegraph
95	20417976	369	0.000067	com.ted
96	20415662	372	0.000067	gov.nasa
97	20412316	368	0.000067	com.githubusercontent
98	20409888	185	0.000136	com.npmjs
99	20401604	394	0.000063	com.quora
100	20396146	601	0.000042	com.thenextweb
101	20395674	161	0.000156	com.giphy
102	20388778	726	0.000037	com.wikia
103	20380728	343	0.000072	uk.co.dailymail
104	20379652	294	0.000082	com.usatoday
105	20378396	371	0.000067	com.latimes
106	20370212	713	0.000037	org.chromium
107	20369700	306	0.000079	org.un
108	20368148	144	0.000174	com.wixsite
109	20366610	493	0.000050	com.economist
110	20361312	26	0.001226	com.qq
111	20343426	268	0.000090	com.appspot
112	20339266	480	0.000052	com.pixabay
113	20337398	491	0.000050	com.zdnet
114	20328308	315	0.000079	com.example
115	20325422	358	0.000070	com.livejournal
116	20322334	380	0.000066	com.mashable
117	20308200	302	0.000080	com.cnbc
118	20308066	253	0.000093	org.ampproject
119	20306984	442	0.000056	com.nationalgeographic
120	20293426	505	0.000049	com.venturebeat
121	20292380	404	0.000062	com.dailymotion
122	20285502	139	0.000178	com.twimg
123	20284164	476	0.000052	org.bitbucket
124	20282368	547	0.000046	com.pexels
125	20280714	327	0.000075	com.springer
126	20279992	218	0.000108	com.huffingtonpost
127	20279190	94	0.000355	com.whatsapp
128	20277928	459	0.000054	com.cisco
129	20268416	146	0.000170	com.blogger
130	20267684	123	0.000234	com.ytimg
131	20264730	413	0.000061	com.fortune
132	20263014	641	0.000040	uk.ac.ox
133	20262258	231	0.000100	com.getbootstrap
134	20261648	847	0.000035	org.cambridge
135	20261268	629	0.000040	org.weforum
136	20250854	197	0.000123	com.typepad
137	20250698	279	0.000086	com.sciencedirect
138	20250162	512	0.000048	com.about
139	20247192	286	0.000084	com.wired
140	20240130	317	0.000078	com.skype
141	20235202	558	0.000045	org.worldbank
142	20230192	134	0.000186	com.issuu
143	20225004	504	0.000049	com.mysql
144	20220996	650	0.000039	org.sciencemag
145	20220972	531	0.000047	org.arxiv
146	20218296	624	0.000041	uk.co.guardian
147	20216194	407	0.000062	com.nature
148	20214012	127	0.000226	com.unpkg
149	20213638	143	0.000175	com.spotify
150	20195500	824	0.000036	com.playstation
151	20195352	177	0.000139	uk.co.google
152	20195260	440	0.000057	gov.noaa
153	20193574	323	0.000077	com.staticflickr
154	20193512	366	0.000068	com.gmail
155	20191934	1037	0.000028	org.eclipse
156	20191832	395	0.000063	net.researchgate
157	20185934	342	0.000072	com.fc2
158	20179194	603	0.000042	org.ieee
159	20177140	132	0.000201	com.zendesk
160	20177108	383	0.000065	com.theatlantic
161	20173850	590	0.000043	com.git-scm
162	20173722	182	0.000136	me.t
163	20169446	282	0.000085	com.googlecode
164	20167964	212	0.000113	net.behance
165	20166960	364	0.000068	com.w3schools
166	20165408	657	0.000039	com.stackexchange
167	20147566	128	0.000222	com.youtube-nocookie
168	20144266	430	0.000058	com.buzzfeed
169	20143168	573	0.000043	br.com.uol
170	20141222	828	0.000036	ca.blogspot
171	20138528	592	0.000042	com.evernote
172	20137536	854	0.000034	com.scientificamerican
173	20123000	227	0.000102	com.dribbble
174	20122966	495	0.000049	com.vice
175	20119812	180	0.000137	com.feedburner
176	20118786	574	0.000043	net.azurewebsites
177	20113370	536	0.000046	com.alexa
178	20110780	418	0.000059	com.outlook
179	20103382	424	0.000059	com.gitlab
180	20092588	422	0.000059	me.about
181	20092232	409	0.000061	com.goodreads
182	20091842	1102	0.000026	com.nvidia
183	20082450	419	0.000059	com.mozilla
184	20078524	447	0.000056	com.entrepreneur
185	20073740	236	0.000099	com.ft
186	20071534	452	0.000055	com.wikihow
187	20066124	245	0.000096	com.disqus
188	20064942	1092	0.000026	com.jetbrains
189	20063756	1327	0.000023	org.phys
190	20062066	602	0.000042	org.greenpeace
191	20061474	386	0.000065	org.hbr
192	20059468	178	0.000139	com.salesforce
193	20058532	537	0.000046	com.adage
194	20056012	300	0.000080	org.doi
195	20055914	1106	0.000026	org.ap
196	20054068	860	0.000034	com.500px
197	20051824	488	0.000051	gov.loc
198	20051342	957	0.000030	com.sap
199	20050500	626	0.000041	com.marketwatch
200	20049824	1265	0.000024	com.siemens
201	20049584	1173	0.000025	ca.utoronto
202	20049300	428	0.000058	uk.co.independent
203	20048034	222	0.000104	com.hubspot
204	20045788	593	0.000042	com.slate
205	20042018	349	0.000071	gg.discord
206	20024956	1435	0.000021	com.hackernoon
207	20022096	487	0.000051	uk.co.blogspot
208	20012130	1451	0.000021	org.tensorflow
209	20007682	401	0.000062	com.indiatimes
210	20007486	1035	0.000028	org.kernel
211	20001698	530	0.000047	com.trello
212	19999034	666	0.000038	com.searchengineland
213	19997084	1009	0.000029	com.unity3d
214	19996940	473	0.000052	com.computerworld
215	19996232	549	0.000045	com.withgoogle
216	19993078	1369	0.000022	edu.osu
217	19991880	949	0.000030	edu.si
218	19990236	612	0.000041	au.net.abc
219	19988088	1428	0.000021	com.lego
220	19987532	287	0.000084	com.nbcnews
221	19977482	1356	0.000022	com.angelfire
222	19976080	499	0.000049	com.moz
223	19975358	199	0.000122	net.sourceforge
224	19969236	667	0.000038	co.ibb
225	19968114	1618	0.000019	org.edx
226	19967072	515	0.000048	com.box
227	19961458	986	0.000029	com.huffpost
228	19961370	598	0.000042	gov.state
229	19956418	1563	0.000019	blog.home
230	19955608	1678	0.000018	com.oregonlive
231	19954284	631	0.000040	com.pinimg
232	19953180	863	0.000034	gov.usgs
233	19949892	2048	0.000016	com.sputniknews
234	19948950	1047	0.000027	co.elastic
235	19947460	1196	0.000025	edu.rutgers
236	19946614	211	0.000115	com.optimizely
237	19945418	1409	0.000021	org.maven
238	19942668	1373	0.000022	net.seesaa
239	19939512	237	0.000099	com.aliyuncs
240	19939300	291	0.000083	com.tinyurl
241	19939182	188	0.000134	com.eepurl
242	19938152	224	0.000103	com.wpengine
243	19936538	2235	0.000014	com.slides
244	19935586	659	0.000039	com.sciencedaily
245	19933262	136	0.000183	com.addtoany
246	19933088	946	0.000031	com.storify
247	19932194	142	0.000175	com.yimg
248	19927032	354	0.000070	com.getpocket
249	19925642	715	0.000037	com.vox
250	19922530	60	0.000546	com.vk
251	19920994	171	0.000142	org.allaboutcookies
252	19919990	1165	0.000025	com.vogue
253	19918364	335	0.000074	com.wufoo
254	19914676	1282	0.000023	ms.1drv
255	19906484	1481	0.000020	io.itch
256	19906312	834	0.000035	com.techtarget
257	19905162	600	0.000042	org.change
258	19901530	597	0.000042	com.uk
259	19901258	421	0.000059	com.squareup
260	19897576	1408	0.000021	com.itv
261	19896802	954	0.000030	com.thehill
262	19896772	1291	0.000023	com.scmp
263	19894514	1777	0.000017	com.diigo
264	19893192	316	0.000079	es.google
265	19890244	651	0.000039	com.lifehacker
266	19888786	671	0.000038	gov.fcc
267	19886980	739	0.000037	com.chicagotribune
268	19886180	2309	0.000014	com.pearltrees
269	19885516	1554	0.000019	org.unep
270	19881960	313	0.000079	net.windows
271	19881842	248	0.000094	ru.rambler
272	19880642	506	0.000049	us.icio
273	19877580	92	0.000358	com.weibo
274	19876556	109	0.000290	com.paypalobjects
275	19874826	891	0.000033	com.strikingly
276	19873598	1178	0.000025	com.netlify
277	19867654	456	0.000055	gov.epa
278	19866350	292	0.000083	com.criteo
279	19864080	714	0.000037	org.pewresearch
280	19861136	533	0.000047	org.plos
281	19860954	1225	0.000024	com.newscientist
282	19860836	849	0.000035	uk.co.mirror
283	19860700	1010	0.000029	com.mediafire
284	19860298	1072	0.000027	com.sky
285	19859946	928	0.000031	com.buffer
286	19858910	1228	0.000024	com.aljazeera
287	19858168	1339	0.000022	it.scoop
288	19858040	209	0.000116	org.iana
289	19857260	2070	0.000016	com.coca-colacompany
290	19856912	683	0.000038	com.flipboard
291	19853900	1801	0.000017	jp.ac.u-tokyo
292	19853116	1018	0.000028	uk.co.metro
293	19851054	309	0.000079	com.ibm
294	19846968	322	0.000077	com.go
295	19846838	1552	0.000019	uk.bl
296	19841556	1264	0.000024	com.nikkei
297	19840090	52	0.000667	com.fb
298	19839844	2506	0.000013	it.unimi
299	19836858	1595	0.000019	com.googlesource
300	19834504	474	0.000052	com.udacity
301	19834024	835	0.000035	uk.co.thetimes
302	19832262	168	0.000144	com.imdb
303	19831660	843	0.000035	gov.congress
304	19828142	668	0.000038	org.fao
305	19826656	1191	0.000025	org.acs
306	19825238	1728	0.000018	com.toptal
307	19824736	1065	0.000027	edu.duke
308	19823982	621	0.000041	site.business
309	19820920	1133	0.000026	com.trendmicro
310	19817822	955	0.000030	com.theconversation
311	19814258	983	0.000029	co.g
312	19813034	851	0.000034	com.bmj
313	19812202	170	0.000143	com.amazon-adsystem
314	19808398	1045	0.000027	com.searchenginewatch
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714	19327924	785	0.000036	com.webs
715	19324934	3401	0.000010	org.sciencenewsforstudents
716	19324548	3476	0.000010	org.sharktrust
717	19323678	3447	0.000010	uk.org.caat
718	19322218	305	0.000080	com.digg
719	19320384	325	0.000076	com.typeform
720	19320196	2756	0.000012	com.batchgeo
721	19319558	2116	0.000015	com.fifa
722	19317480	2389	0.000013	org.chathamhouse
723	19317116	1322	0.000023	org.whatbrowser
724	19317094	2098	0.000016	org.fsc
725	19316024	1706	0.000018	com.nike
726	19315926	2357	0.000014	uk.co.inews
727	19315824	1362	0.000022	edu.ucsd
728	19315458	3400	0.000010	com.artstation
729	19315386	855	0.000034	org.unesco
730	19315260	2654	0.000012	com.ingress
731	19313414	1561	0.000019	com.technologyreview
732	19312758	2375	0.000014	io.pantheon
733	19311846	2952	0.000011	com.climatechangenews
734	19311082	2981	0.000011	org.c2es
735	19309714	1771	0.000017	com.ikea
736	19309506	3010	0.000011	com.foodsafetynews
737	19306598	2574	0.000012	uk.org.38degrees
738	19305744	2676	0.000012	com.thecvf
739	19305478	2588	0.000012	org.carbonbrief
740	19305458	2990	0.000011	org.sourcewatch
741	19304968	571	0.000043	com.cbsnews
742	19304594	2986	0.000011	com.moneysupermarket
743	19304168	469	0.000053	com.statista
744	19304094	3414	0.000010	me.start
745	19301508	2844	0.000011	com.tiddlywiki
746	19299692	2645	0.000012	com.bnef
747	19298620	3095	0.000011	uk.co.bristolpost
748	19297446	198	0.000122	io.polyfill
749	19297002	3059	0.000011	jp.ac.kobe-u
750	19296802	122	0.000238	org.networkadvertising
751	19296318	502	0.000049	com.atlassian
752	19294076	338	0.000073	com.prnewswire
753	19291522	1128	0.000026	com.canva
754	19288978	3012	0.000011	org.twinery
755	19288828	2737	0.000012	com.adcolony
756	19288458	3117	0.000011	no.forskning
757	19286246	2785	0.000012	com.doctoroz
758	19284850	3556	0.000010	com.cmgdigital
759	19284678	3143	0.000011	com.sunherald
760	19284062	3172	0.000010	com.ibmbigdatahub
761	19283992	3517	0.000010	com.2createawebsite
762	19283716	2996	0.000011	net.organicfacts
763	19282858	2243	0.000014	com.privacypolicies
764	19282122	2905	0.000011	com.winemag
765	19281746	1056	0.000027	com.ubuntu
766	19281512	1419	0.000021	uk.co.thesun
767	19281086	470	0.000053	com.inc
768	19281010	2143	0.000015	org.cites
769	19280990	2290	0.000014	uk.gov.dft
770	19279280	3146	0.000011	com.insideevs
771	19279174	2734	0.000012	de.ksta
772	19278422	2684	0.000012	com.e-activist
773	19278376	1412	0.000021	com.speakerdeck
774	19276894	2747	0.000012	com.chubb
775	19273916	2608	0.000012	org.rspo
776	19273894	964	0.000030	net.2mdn
777	19273142	3265	0.000010	com.jordantimes
778	19272034	319	0.000078	gov.ca
779	19268910	3506	0.000010	com.idt
780	19268426	2757	0.000012	com.theinnovationenterprise
781	19267542	2349	0.000014	uk.gov.environment-agency
782	19267478	3496	0.000010	com.sutori
783	19266406	151	0.000163	ru.mail
784	19266224	164	0.000152	com.yelp
785	19265510	3184	0.000010	com.galvanize
786	19264800	3425	0.000010	com.thewritepractice
787	19264778	3212	0.000010	org.carbontracker
788	19264570	3464	0.000010	org.earthworksaction
789	19263548	1713	0.000018	com.martechseries
790	19262638	981	0.000029	com.visualstudio
791	19262168	3383	0.000010	com.nutraingredients
792	19261694	3222	0.000010	com.quandl
793	19261452	1484	0.000020	uk.co.foe
794	19260924	232	0.000100	to.amzn
795	19260174	1731	0.000018	org.khanacademy
796	19260130	2699	0.000012	com.businessgreen
797	19259920	524	0.000047	com.airbnb
798	19259634	3200	0.000010	com.thedrinksbusiness
799	19258704	3384	0.000010	com.monbiot
800	19258488	2685	0.000012	au.com.mumbrella
801	19257102	3072	0.000011	fr.thelocal
802	19256728	3330	0.000010	org.cnduk
803	19256628	660	0.000039	org.eff
804	19256476	1441	0.000021	com.tutsplus
805	19255922	3090	0.000011	ai.fast
806	19255422	2723	0.000012	com.goinswriter
807	19255170	3358	0.000010	org.thechicagocouncil
808	19253936	3029	0.000011	jp.hatenadiary
809	19252730	2743	0.000012	gov.ferc
810	19252634	1384	0.000022	com.uber
811	19252094	3444	0.000010	com.visitdublin
812	19250954	2582	0.000012	nz.govt.mfat
813	19249844	2223	0.000015	uk.gov.charitycommission
814	19249406	1192	0.000025	edu.utexas
815	19249112	3273	0.000010	com.chemistryworld
816	19248998	3300	0.000010	org.alaskapublic
817	19248984	1418	0.000021	fr.lemonde
818	19248812	3144	0.000011	com.tuck
819	19247226	3156	0.000011	com.marksdailyapple
820	19246284	1005	0.000029	com.americanexpress
821	19246204	579	0.000043	com.patreon
822	19245062	2814	0.000012	com.ing
823	19245032	166	0.000147	jp.co.google
824	19244244	1932	0.000016	uk.gov.education
825	19242896	2753	0.000012	com.webestools
826	19242502	2504	0.000013	com.instructables
827	19242460	1185	0.000025	edu.princeton
828	19240552	3645	0.000010	com.theppk
829	19240536	3305	0.000010	com.machinelearningmastery
830	19238864	1716	0.000018	se.haxx
831	19238712	1149	0.000026	com.digiday
832	19238462	896	0.000032	com.zoho
833	19238268	4669	0.000009	com.9to5mac
834	19237602	3761	0.000010	org.muslimaid
835	19235836	541	0.000046	com.alibaba
836	19235736	2817	0.000012	uk.ac.rcplondon
837	19233882	556	0.000045	gov.sec
838	19232880	3043	0.000011	com.platts
839	19232688	2651	0.000012	com.recyclenow
840	19232618	3441	0.000010	org.thebestschools
841	19231994	3352	0.000010	com.beruby
842	19231826	202	0.000119	com.constantcontact
843	19231002	2354	0.000014	net.privacypolicytemplate
844	19230142	3207	0.000010	com.gpsvisualizer
845	19227774	3104	0.000011	com.rabobank
846	19227216	3306	0.000010	com.seat61
847	19227198	3412	0.000010	uk.co.lep
848	19226122	311	0.000079	com.marriott
849	19224666	239	0.000098	cn.com.sina
850	19224282	753	0.000036	com.css-tricks
851	19223532	246	0.000095	jp.co.amazon
852	19222846	1299	0.000023	gd.is
853	19221828	2350	0.000014	uk.co.vogue
854	19221424	1381	0.000022	com.dell
855	19221118	722	0.000037	fm.last
856	19221104	2009	0.000016	io.getmdl
857	19220430	3756	0.000010	uk.org.stopwar
858	19220196	2627	0.000012	org.ramsar
859	19217988	1987	0.000016	com.instapage
860	19217434	595	0.000042	com.psychologytoday
861	19217202	3592	0.000010	com.fox13memphis
862	19216396	3134	0.000011	uk.org.sja
863	19216342	3538	0.000010	com.breakingenergy
864	19216070	3436	0.000010	com.star2
865	19215784	3103	0.000011	org.scielo
866	19215692	97	0.000332	com.sharethis
867	19215686	881	0.000033	com.aliexpress
868	19215320	3613	0.000010	it.diggita
869	19214836	210	0.000116	jp.ne.hatena
870	19214614	1125	0.000026	com.firefox
871	19214492	634	0.000040	gov.nist
872	19212940	3252	0.000010	org.beatthemicrobead
873	19212372	3603	0.000010	nl.zoom
874	19212310	1232	0.000024	com.convertkit
875	19207820	545	0.000046	uk.co.eventbrite
876	19207334	3145	0.000011	com.abnamro
877	19206384	2904	0.000011	org.wildlifetrusts
878	19206088	1637	0.000019	org.whales
879	19205750	1068	0.000027	com.shutterstock
880	19204676	3981	0.000009	com.visitguatemala
881	19203846	3128	0.000011	uk.org.scope
882	19203288	1030	0.000028	com.foxnews
883	19203148	2675	0.000012	org.soilassociation
884	19202842	1019	0.000028	com.cbslocal
885	19200848	3702	0.000010	no.haugenbok
886	19199586	2914	0.000011	com.ironsrc
887	19199426	952	0.000030	com.variety
888	19199344	2622	0.000012	com.feedreader
889	19198876	517	0.000048	com.ea
890	19198322	3595	0.000010	uk.co.theboltonnews
891	19198052	1190	0.000025	com.globo
892	19196818	2863	0.000011	com.itsma
893	19196098	1564	0.000019	org.freecsstemplates
894	19195978	2078	0.000016	com.hulu
895	19195672	3148	0.000011	com.rebekahradice
896	19195262	289	0.000084	com.discordapp
897	19194762	3543	0.000010	info.e-ir
898	19194546	3364	0.000010	org.swi-prolog
899	19192288	3182	0.000010	com.wpxi
900	19191698	486	0.000051	com.nasdaq
901	19190864	3170	0.000010	uk.co.dennis
902	19190668	3551	0.000010	com.alaskadispatch
903	19190460	1150	0.000026	com.java
904	19190276	230	0.000100	com.googletagservices
905	19189676	3504	0.000010	es.ree
906	19189562	3162	0.000010	com.sgx
907	19188626	3721	0.000010	br.org.imazon
908	19188334	3776	0.000010	com.citymayors
909	19188182	3582	0.000010	au.com.hotfrog
910	19187066	3272	0.000010	uk.org.cat
911	19186280	3279	0.000010	aq.ats
912	19186188	678	0.000038	com.newyorker
913	19184690	4002	0.000009	net.politicalscrapbook
914	19184344	3606	0.000010	com.southernfriedscience
915	19183484	3125	0.000011	app.web
916	19182578	220	0.000106	com.naver
917	19181770	1736	0.000018	com.techrepublic
918	19180978	3632	0.000010	com.theoildrum
919	19180728	3728	0.000010	org.worldnuclearreport
920	19180674	156	0.000162	gov.privacyshield
921	19179118	2871	0.000011	uk.co.realbusiness
922	19177254	1463	0.000021	edu.uchicago
923	19176726	1453	0.000021	tv.ustream
924	19175164	1807	0.000017	com.nba
925	19173352	3271	0.000010	uk.org.cpre
926	19173188	1788	0.000017	org.golang
927	19172402	2955	0.000011	com.writetothem
928	19172368	2041	0.000016	com.howstuffworks
929	19170896	1407	0.000021	uk.co.theregister
930	19170668	464	0.000054	com.adweek
931	19170630	243	0.000096	com.stumbleupon
932	19170480	1579	0.000019	edu.unc
933	19169444	2211	0.000015	edu.virginia
934	19168860	3619	0.000010	com.renewablesnow
935	19168518	1390	0.000022	com.over-blog
936	19167800	1443	0.000021	com.digitaltrends
937	19167782	4073	0.000009	uk.co.moblog
938	19165140	1406	0.000021	us.imageshack
939	19164724	3604	0.000010	com.at0086
940	19164492	2144	0.000015	org.coursera
941	19164428	3799	0.000010	com.avivaromm
942	19162582	984	0.000029	com.thinkwithgoogle
943	19162450	3629	0.000010	com.eremnews
944	19161660	466	0.000053	com.snapchat
945	19159918	1442	0.000021	com.billboard
946	19159904	3394	0.000010	uk.gov.peterborough
947	19159506	3530	0.000010	org.campaigncc
948	19158600	642	0.000039	org.pbs
949	19157590	3299	0.000010	uk.co.siemens
950	19157574	3470	0.000010	org.ilga-europe
951	19156258	978	0.000029	com.dropboxusercontent
952	19154380	894	0.000032	com.uservoice
953	19154252	1578	0.000019	com.ssllabs
954	19153992	3367	0.000010	com.trafficgenerationcafe
955	19152256	1614	0.000019	com.warnerbros
956	19152042	922	0.000031	com.libsyn
957	19151852	3665	0.000010	uk.org.biofuelwatch
958	19151718	3617	0.000010	uk.org.garyhall
959	19151548	2399	0.000013	com.ehow
960	19150820	3771	0.000010	no.universitetsforlaget
961	19148430	3559	0.000010	br.org.idec
962	19148290	839	0.000035	com.qz
963	19148164	2911	0.000011	net.nend
964	19147422	690	0.000038	com.webmd
965	19147238	1694	0.000018	com.codeplex
966	19144852	1374	0.000022	com.fiverr
967	19144584	3922	0.000009	net.kjokkenutstyr
968	19144572	497	0.000049	edu.cmu
969	19144158	4006	0.000009	org.freedom-now
970	19143932	1167	0.000025	com.smashingmagazine
971	19143604	3147	0.000011	uk.org.refill
972	19143372	1971	0.000016	com.invisionapp
973	19142256	2864	0.000011	com.dzone
974	19142158	3490	0.000010	io.dataquest
975	19141538	3984	0.000009	org.alqaws
976	19141230	3242	0.000010	io.dropwizard
977	19140662	3821	0.000010	com.superiorthreads
978	19140420	3398	0.000010	uk.co.firstnews
979	19138994	355	0.000070	org.debian
980	19138154	2134	0.000015	com.w3layouts
981	19134388	877	0.000033	com.foursquare
982	19134040	3035	0.000011	com.vungle
983	19133716	3205	0.000010	org.corporateeurope
984	19133644	866	0.000034	gov.census
985	19133496	3995	0.000009	com.tinnedtomatoes
986	19133382	1400	0.000021	com.blackberry
987	19133336	1335	0.000022	jp.livedoor
988	19132476	3334	0.000010	com.drillordrop
989	19131836	3329	0.000010	com.ovoenergy
990	19131172	3804	0.000010	com.descarteslabs
991	19130778	1064	0.000027	com.politico
992	19128888	3788	0.000010	org.ianfairlie
993	19128728	1866	0.000017	com.nokia
994	19127786	2669	0.000012	in.bbc
995	19127512	2987	0.000011	org.vegsoc
996	19127108	3387	0.000010	com.figure-eight
997	19125818	357	0.000070	gov.ftc
998	19125596	242	0.000097	org.icann
999	19125358	1401	0.000021	com.xkcd
1000	19125216	3609	0.000010	br.com.ambev

Credits

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

We hope the data will be useful for you to do any kind of research on ranking, graph analysis, link spam detection, etc. Let us know about your results via Common Crawl’s Google Group!

October 2019 crawl archive now available

October 29, 2019Sebastian Nagel

The crawl archive for October 2019 is now available! It contains 3.0 billion web pages or 280 TiB of uncompressed content, crawled between October 13th and 24th. It includes page captures of 1.1 billion URLs not contained in any crawl archive before.

Archive Location and Download

The October crawl archive is located in the commoncrawl bucket at crawl-data/CC-MAIN-2019-43/.

	File List	#Files	Total Size Compressed (TiB)
Segments	CC-MAIN-2019-43/segment.paths.gz	100
WARC files	CC-MAIN-2019-43/warc.paths.gz	56000	59.56
WAT files	CC-MAIN-2019-43/wat.paths.gz	56000	21.7
WET files	CC-MAIN-2019-43/wet.paths.gz	56000	9.94
Robots.txt files	CC-MAIN-2019-43/robotstxt.paths.gz	56000	0.15
Non-200 responses files	CC-MAIN-2019-43/non200responses.paths.gz	56000	1.69
URL index files	CC-MAIN-2019-43/cc-index.paths.gz	302	0.22

The Common Crawl URL Index for this crawl is available at: https://index.commoncrawl.org/CC-MAIN-2019-43/. Also the columnar index has been updated to contain this crawl.

September 2019 crawl archive now available

September 28, 2019Sebastian Nagel

The crawl archive for September 2019 is now available! It contains 2.55 billion web pages or 240 TiB of uncompressed content, crawled between September 15th and 24th. It includes page captures of 1.0 billion URLs not contained in any crawl archive before. The other 1.5 billion pages have been already captured in prior crawls and are now revisited.

Archive Location and Download

The September crawl archive is located in the commoncrawl bucket at crawl-data/CC-MAIN-2019-39/.

	File List	#Files	Total Size Compressed (TiB)
Segments	CC-MAIN-2019-39/segment.paths.gz	100
WARC files	CC-MAIN-2019-39/warc.paths.gz	56000	55.99
WAT files	CC-MAIN-2019-39/wat.paths.gz	56000	18.01
WET files	CC-MAIN-2019-39/wet.paths.gz	56000	8.16
Robots.txt files	CC-MAIN-2019-39/robotstxt.paths.gz	56000	0.14
Non-200 responses files	CC-MAIN-2019-39/non200responses.paths.gz	56000	1.63
URL index files	CC-MAIN-2019-39/cc-index.paths.gz	302	0.19

The Common Crawl URL Index for this crawl is available at: https://index.commoncrawl.org/CC-MAIN-2019-39/. Also the columnar index has been updated to contain this crawl.

August 2019 crawl archive now available

August 30, 2019Sebastian Nagel

The crawl archive for August 2019 is now available! It contains 2.95 billion web pages or 260 TiB of uncompressed content, crawled between August 17th and 26th.

The August crawl contains page captures of 1.1 billion URLs not contained in any crawl archive before. New URLs are sampled based on the host and domain ranks (harmonic centrality) published as part of the May/Jun/Jul 2019 webgraph data set from the following sources:

a random sample of 2.1 billion outlinks extracted from July crawl WAT files
1.8 billion URLs mined in a breadth-first side crawl within a maximum of 6 links (“hops”), started from
- the homepages of the top 60 million hosts and domains and randomly selected samples of
- 2 million human-readable sitemap pages (HTML format)
- 3 million URLs of pages written in 130 less-represented languages (cf. language distributions)
1 billion URLs extracted and sampled from 20 million sitemaps, RSS and Atom feeds

Starting with this crawl the following fixes and improvements are applied to the provided data formats:

reliable marking of WARC records with truncated payload, see issue report “WARC-Truncated header”
improved decoding of XML/HTML character entities in WAT and WET files

Archive Location and Download

The August crawl archive is located in the commoncrawl bucket at crawl-data/CC-MAIN-2019-35/.

	File List	#Files	Total Size Compressed (TiB)
Segments	CC-MAIN-2019-35/segment.paths.gz	100
WARC files	CC-MAIN-2019-35/warc.paths.gz	56000	53.53
WAT files	CC-MAIN-2019-35/wat.paths.gz	56000	20.85
WET files	CC-MAIN-2019-35/wet.paths.gz	56000	9.29
Robots.txt files	CC-MAIN-2019-35/robotstxt.paths.gz	56000	0.18
Non-200 responses files	CC-MAIN-2019-35/non200responses.paths.gz	56000	1.79
URL index files	CC-MAIN-2019-35/cc-index.paths.gz	302	0.22

The Common Crawl URL Index for this crawl is available at: https://index.commoncrawl.org/CC-MAIN-2019-35/. Also the columnar index has been updated to contain this crawl.

Host- and Domain-Level Web Graphs May/June/July 2019

August 8, 2019Sebastian Nagel

We are pleased to announce a new release of host-level and domain-level web graphs based on the published crawls of May, June and July 2019. Additional information about the data formats, the processing pipeline, our objectives, and credits can be found in the announcements of prior webgraph releases (e.g., Nov/Dec/Jan 2017-2018 Webgraphs). You may also visit the projects cc-webgraph and cc-pyspark on GitHub which host all scripts and tools required to construct the graphs.

What’s new?

Links from Content-Location and Link HTTP headers are now also used to span up the web graphs. This is in accordance with RFC 5988 which defines the Link HTTP header as semantically equivalent to the element in HTML. It also fits previous web graph releases which used to include all kinds of links including technical ones and redirects.

Host-level graph

The graph consists of 445 million nodes and 3.14 billion edges and includes dangling nodes i.e. hosts that have not been crawled yet are pointed to from a link on a crawled page. There are 382 million dangling nodes (86%) and the largest strongly connected component contains 48 million (11%) nodes.

You can download the graph and the ranks of all 445 million hosts from AWS S3 on the path s3://commoncrawl/projects/hyperlinkgraph/cc-main-2019-may-jun-jul/host/. Alternatively, you can use https://commoncrawl.s3.amazonaws.com/projects/hyperlinkgraph/cc-main-2019-may-jun-jul/host/ as prefix to access the files from everywhere.

Download files of the Common Crawl May/June/July 2019 host-level webgraph

Size	File	Description
3.02 GB	cc-main-2019-may-jun-jul-host-vertices.paths.gz	nodes ⟨id, rev host⟩, paths of 28 vertices files
14.75 GB	cc-main-2019-may-jun-jul-host-edges.paths.gz	edges ⟨from_id, to_id⟩, paths of 56 edges files

6.42 GB	cc-main-2019-may-jun-jul-host.graph	graph in BVGraph format
2 kB	cc-main-2019-may-jun-jul-host.properties

7.01 GB	cc-main-2019-may-jun-jul-host-t.graph	transpose of the graph (outlinks inverted to inlinks)
2 kB	cc-main-2019-may-jun-jul-host-t.properties

1 kB	cc-main-2019-may-jun-jul-host.stats	WebGraph statistics

7.22 GB	cc-main-2019-may-jun-jul-host-ranks.txt.gz	harmonic centrality and pagerank

Note that the host names are reversed and a leading www. is stripped: www.subdomain.example.com becomes com.example.subdomain.

Domain-level graph

The domain graph was built by aggregating the host graph on the level of pay-level domains (PLDs) based on the public suffix list maintained on publicsuffix.org.

The domain-level graph has 88 million nodes and 1.9 billion edges. 52% or 46 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-2019-may-jun-jul/domain/ resp. https://commoncrawl.s3.amazonaws.com/projects/hyperlinkgraph/cc-main-2019-may-jun-jul/domain/.

Download files of the Common Crawl May/June/July 2019 domain-level webgraph

Size	File	Description
0.61 GB	cc-main-2019-may-jun-jul-domain-vertices.txt.gz	nodes ⟨id, rev domain, num hosts⟩
7.50 GB	cc-main-2019-may-jun-jul-domain-edges.txt.gz	edges ⟨from_id, to_id⟩

4.06 GB	cc-main-2019-may-jun-jul-domain.graph	graph in BVGraph format
2 kB	cc-main-2019-may-jun-jul-domain.properties

3.99 GB	cc-main-2019-may-jun-jul-domain-t.graph	transpose of the graph
2 kB	cc-main-2019-may-jun-jul-domain-t.properties

1 kB	cc-main-2019-may-jun-jul-domain.stats	WebGraph statistics

1.91 GB	cc-main-2019-may-jun-jul-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 90 million domain ranks is available for download.

Top 1000 domains ranked by harmonic centrality (May/June/July 2019)

harmonic centrality rank	hc value	page rank	page rank value	reversed hostname
1	29977668	1	0.020841	com.googleapis
2	27867704	3	0.011812	com.facebook
3	27419980	2	0.012857	com.google
4	25196030	4	0.007273	com.twitter
5	24558836	5	0.006439	org.w
6	24533702	6	0.005984	com.youtube
7	22592098	9	0.003799	com.instagram
8	22060650	7	0.004857	org.gmpg
9	21829028	13	0.002863	com.linkedin
10	21595446	8	0.004481	com.googletagmanager
11	20930920	22	0.001704	com.gravatar
12	20912076	24	0.001531	com.pinterest
13	20730700	11	0.003384	com.cloudflare
14	20698732	17	0.002180	com.wordpress
15	20613210	12	0.003087	org.wordpress
16	20607942	26	0.001241	org.wikipedia
17	20408594	14	0.002452	com.bootstrapcdn
18	20351540	20	0.001823	com.apple
19	20148418	41	0.000904	com.blogspot
20	20103846	30	0.001124	com.vimeo
21	20036764	21	0.001719	com.jquery
22	19874716	50	0.000673	com.wp
23	19870332	29	0.001130	com.microsoft
24	19839912	43	0.000816	gl.goo
25	19828406	45	0.000769	com.amazon
26	19793040	18	0.002021	com.gstatic
27	19790998	19	0.002015	com.adobe
28	19788744	57	0.000573	com.tumblr
29	19754126	31	0.001104	com.amazonaws
30	19619798	25	0.001407	com.macromedia
31	19616602	34	0.001057	com.googlesyndication
32	19585788	47	0.000744	be.youtu
33	19585670	39	0.000937	com.google-analytics
34	19583342	62	0.000531	ly.bit
35	19572994	68	0.000440	com.yahoo
36	19549710	33	0.001080	com.flickr
37	19526876	35	0.001023	net.cloudfront
38	19526762	23	0.001676	com.github
39	19503814	60	0.000553	me.wp
40	19467672	27	0.001170	ru.yandex
41	19467424	58	0.000568	org.mozilla
42	19454890	106	0.000305	com.googleusercontent
43	19411724	49	0.000725	net.doubleclick
44	19374766	52	0.000658	co.t
45	19366860	44	0.000776	com.baidu
46	19322188	70	0.000401	com.weebly
47	19321754	105	0.000310	com.reddit
48	19317094	123	0.000234	com.nytimes
49	19313908	46	0.000749	com.paypal
50	19308094	104	0.000312	com.soundcloud
51	19278436	67	0.000448	com.medium
52	19268558	66	0.000451	io.github
53	19266970	63	0.000517	org.w3
54	19255616	80	0.000379	org.creativecommons
55	19228034	184	0.000143	uk.co.bbc
56	19219470	175	0.000151	com.imgur
57	19191484	137	0.000194	com.forbes
58	19184320	168	0.000154	net.slideshare
59	19169524	56	0.000588	org.schema
60	19166214	162	0.000162	com.bing
61	19163388	180	0.000144	net.sourceforge
62	19155882	182	0.000143	org.wikimedia
63	19145618	48	0.000738	com.googleadservices
64	19143840	215	0.000109	com.businessinsider
65	19136040	233	0.000104	com.techcrunch
66	19125198	273	0.000089	com.reuters
67	19112730	152	0.000169	com.theguardian
68	19091708	177	0.000147	com.imdb
69	19081148	64	0.000496	net.jsdelivr
70	19076642	145	0.000177	org.apache
71	19068912	202	0.000120	org.gnu
72	19067720	250	0.000097	com.ibm
73	19065904	274	0.000089	com.cnet
74	19060402	194	0.000124	com.washingtonpost
75	19056162	164	0.000159	com.blogger
76	19049622	336	0.000073	gov.nasa
77	19043406	271	0.000090	com.android
78	19038878	32	0.001080	com.fontawesome
79	19030824	196	0.000123	com.huffingtonpost
80	19022764	243	0.000100	com.oracle
81	19022114	99	0.000323	com.shopify
82	19010092	178	0.000147	com.stackoverflow
83	19008866	264	0.000092	com.bbc
84	18991504	138	0.000194	com.wixsite
85	18979794	193	0.000128	org.ampproject
86	18979606	331	0.000074	com.latimes
87	18966924	334	0.000073	com.livejournal
88	18954352	148	0.000171	com.eventbrite
89	18952914	406	0.000061	com.zdnet
90	18951470	38	0.000950	com.addthis
91	18941168	260	0.000093	com.usatoday
92	18930306	261	0.000093	com.wired
93	18929948	473	0.000052	com.economist
94	18924894	122	0.000237	com.ytimg
95	18915820	295	0.000083	com.prnewswire
96	18907784	107	0.000304	com.whatsapp
97	18905562	241	0.000101	com.appspot
98	18903750	289	0.000086	org.npr
99	18899826	605	0.000046	com.thenextweb
100	18898732	139	0.000192	com.issuu
101	18897130	198	0.000122	org.ietf
102	18893188	181	0.000143	jp.co.yahoo
103	18889096	142	0.000183	com.spotify
104	18888760	449	0.000055	com.venturebeat
105	18888186	55	0.000590	eu.europa
106	18886240	382	0.000064	com.goodreads
107	18880882	37	0.000994	com.qq
108	18880880	601	0.000046	org.ieee
109	18876988	209	0.000114	com.bandcamp
110	18874448	359	0.000068	com.quora
111	18872666	426	0.000058	com.cisco
112	18869640	211	0.000112	net.behance
113	18866560	474	0.000052	org.arxiv
114	18852080	394	0.000062	com.buzzfeed
115	18844806	95	0.000330	com.sharethis
116	18834502	427	0.000058	com.deviantart
117	18834166	899	0.000031	com.ibtimes
118	18829762	185	0.000141	com.giphy
119	18828960	96	0.000328	com.statcounter
120	18825074	649	0.000043	com.stackexchange
121	18823624	170	0.000152	uk.co.google
122	18818848	283	0.000087	com.cnbc
123	18817384	825	0.000034	org.eclipse
124	18814566	333	0.000074	com.aol
125	18814392	485	0.000051	com.pixabay
126	18806944	206	0.000117	com.disqus
127	18800912	458	0.000054	com.about
128	18793968	42	0.000849	com.squarespace
129	18793572	522	0.000048	com.mysql
130	18792740	144	0.000180	com.yelp
131	18790794	355	0.000068	com.theatlantic
132	18787424	417	0.000059	me.about
133	18787006	317	0.000077	com.skype
134	18782636	476	0.000052	com.visualstudio
135	18780538	232	0.000104	me.t
136	18772666	948	0.000030	com.nvidia
137	18772560	468	0.000053	com.wikihow
138	18768358	276	0.000089	com.sciencedirect
139	18767822	224	0.000106	com.dribbble
140	18762266	324	0.000075	com.scribd
141	18759236	712	0.000039	google.blog
142	18756886	183	0.000143	com.salesforce
143	18756236	551	0.000048	com.slate
144	18753968	131	0.000208	com.dropbox
145	18751696	407	0.000061	uk.co.independent
146	18751242	299	0.000081	com.fastcompany
147	18746590	257	0.000094	com.googlecode
148	18746142	213	0.000111	com.hubspot
149	18744470	440	0.000057	com.newyorker
150	18744452	430	0.000058	com.box
151	18743332	120	0.000249	org.networkadvertising
152	18736956	667	0.000042	org.chromium
153	18735918	463	0.000053	gov.loc
154	18734190	297	0.000082	com.example
155	18733762	200	0.000121	com.cnn
156	18731428	671	0.000041	com.tinypic
157	18728160	269	0.000090	com.fc2
158	18726104	790	0.000035	com.nymag
159	18723184	707	0.000039	com.smashingmagazine
160	18719704	616	0.000045	com.evernote
161	18718576	272	0.000090	com.nbcnews
162	18716396	548	0.000048	net.azurewebsites
163	18710606	219	0.000108	com.npmjs
164	18709770	155	0.000167	org.archive
165	18708768	306	0.000079	com.w3schools
166	18705090	1024	0.000028	ca.utoronto
167	18703880	191	0.000130	jp.ne.hatena
168	18699974	477	0.000052	io.codepen
169	18699212	61	0.000544	com.vk
170	18699016	969	0.000029	com.ign
171	18694692	703	0.000039	com.speakerdeck
172	18694256	853	0.000033	com.mediafire
173	18691628	506	0.000049	com.foursquare
174	18686102	894	0.000031	com.nike
175	18684136	608	0.000046	com.trello
176	18679302	119	0.000251	info.aboutads
177	18676168	376	0.000066	com.mozilla
178	18670790	53	0.000604	com.wix
179	18669780	639	0.000044	uk.ac.ox
180	18664264	146	0.000174	com.amazon-adsystem
181	18661162	103	0.000317	com.paypalobjects
182	18658320	84	0.000366	com.bizjournals
183	18653438	342	0.000072	com.getpocket
184	18639078	316	0.000077	ca.google
185	18636324	498	0.000050	com.indiatimes
186	18628316	596	0.000047	com.pinimg
187	18626162	624	0.000045	com.cbslocal
188	18624278	311	0.000078	edu.mit
189	18623878	942	0.000030	com.chron
190	18622420	114	0.000272	net.windows
191	18618786	1158	0.000025	org.tensorflow
192	18618326	726	0.000038	ca.blogspot
193	18617602	842	0.000033	com.sap
194	18615678	841	0.000033	com.css-tricks
195	18612144	360	0.000068	com.entrepreneur
196	18606050	623	0.000045	com.libsyn
197	18603340	134	0.000205	com.unpkg
198	18602302	117	0.000253	com.stripe
199	18600352	308	0.000079	edu.harvard
200	18597464	226	0.000106	com.wsj
201	18595214	1070	0.000026	com.hackernoon
202	18594174	836	0.000033	com.thehill
203	18592786	59	0.000557	com.fb
204	18590510	625	0.000045	ca.cbc
205	18590172	912	0.000031	org.unicode
206	18586610	792	0.000035	com.buffer
207	18585880	369	0.000067	com.elsevier
208	18581126	794	0.000035	com.theglobeandmail
209	18580570	15	0.002238	com.wixstatic
210	18579326	363	0.000068	me.telegram
211	18578858	662	0.000042	com.searchengineland
212	18576402	179	0.000147	org.bbb
213	18574900	656	0.000043	site.business
214	18574476	481	0.000051	com.withgoogle
215	18574346	252	0.000097	es.google
216	18572616	874	0.000032	org.kernel
217	18572498	644	0.000044	com.flipboard
218	18571106	725	0.000038	co.ibb
219	18565014	658	0.000042	com.huffpost
220	18563588	1005	0.000028	edu.rutgers
221	18562788	848	0.000033	uk.co.wired
222	18560744	759	0.000036	com.ssrn
223	18560606	113	0.000272	com.weibo
224	18557646	1039	0.000027	com.aljazeera
225	18555860	736	0.000037	gov.archives
226	18554338	346	0.000071	com.mapbox
227	18554008	637	0.000044	org.d3js
228	18553278	151	0.000170	com.yimg
229	18551098	1093	0.000026	org.hrw
230	18549104	603	0.000046	gg.discord
231	18546834	1468	0.000020	com.hm
232	18546708	1146	0.000025	ly.visual
233	18545968	985	0.000029	com.geekwire
234	18545464	201	0.000120	com.optimizely
235	18544754	1251	0.000023	ca.huffingtonpost
236	18544114	212	0.000111	edu.stanford
237	18542860	943	0.000030	uk.co.huffingtonpost
238	18542334	618	0.000045	co.elastic
239	18539242	1877	0.000017	com.pearltrees
240	18535880	1829	0.000017	cn.people
241	18530690	1402	0.000021	com.diigo
242	18528804	296	0.000082	com.tinyurl
243	18528034	455	0.000054	com.mapquest
244	18525550	979	0.000029	org.slashdot
245	18524276	1106	0.000025	edu.osu
246	18523478	65	0.000473	net.akamaihd
247	18522316	882	0.000032	com.theconversation
248	18517436	278	0.000089	org.purl
249	18517362	375	0.000066	com.mashable
250	18514272	1097	0.000026	com.dw
251	18513770	934	0.000030	com.bt
252	18511512	844	0.000033	com.today
253	18511490	877	0.000032	com.marketwired
254	18510324	1267	0.000023	jp.co.ntv
255	18509842	1099	0.000026	com.mentalfloss
256	18509588	986	0.000029	com.computerworld
257	18505276	1376	0.000021	jp.ac.u-tokyo
258	18505224	840	0.000033	co.g
259	18503072	847	0.000033	com.healthline
260	18502704	782	0.000035	com.ecwid
261	18501610	1428	0.000021	com.sas
262	18501526	465	0.000053	com.yoast
263	18499006	1101	0.000025	edu.gatech
264	18490078	454	0.000054	com.moz
265	18487976	1636	0.000019	com.kaggle
266	18487772	1371	0.000021	com.makeuseof
267	18487400	501	0.000050	me.m
268	18487164	280	0.000088	com.bloomberg
269	18487154	771	0.000036	com.econsultancy
270	18486838	880	0.000032	uk.parliament
271	18483770	820	0.000034	com.newsweek
272	18483730	1300	0.000022	com.googlesource
273	18480640	1426	0.000021	blog.home
274	18480254	761	0.000036	com.outbrain
275	18478306	1077	0.000026	com.sfchronicle
276	18475570	204	0.000119	org.iana
277	18473642	313	0.000077	com.scorecardresearch
278	18471466	154	0.000169	gov.nih
279	18461762	1279	0.000022	com.avg
280	18459822	460	0.000054	com.theverge
281	18457732	636	0.000044	jp.shinobi
282	18455036	1009	0.000028	org.postgresql
283	18452056	1415	0.000021	com.dailydot
284	18449572	940	0.000030	com.foxbusiness
285	18448330	814	0.000034	com.adjust
286	18447054	764	0.000036	edu.brookings
287	18446074	767	0.000036	com.business2community
288	18437928	1861	0.000017	com.uniqlo
289	18435866	1446	0.000020	com.dezeen
290	18433310	347	0.000071	com.trustpilot
291	18432722	805	0.000035	com.contentmarketinginstitute
292	18431968	1036	0.000027	com.trendmicro
293	18431222	909	0.000031	org.aarp
294	18430922	850	0.000033	com.searchenginewatch
295	18428042	309	0.000078	org.python
296	18427984	160	0.000163	com.twimg
297	18427454	508	0.000049	edu.berkeley
298	18425200	768	0.000036	uk.co.pinterest
299	18423396	446	0.000055	com.bigcommerce
300	18418266	1358	0.000021	edu.iastate
301	18417172	1307	0.000022	com.motherjones
302	18416930	715	0.000039	com.techtarget
303	18414068	281	0.000087	com.myspace
304	18413522	1154	0.000025	com.hostgator
305	18411314	1046	0.000027	com.medicalnewstoday
306	18410696	1025	0.000028	com.bustle
307	18410084	69	0.000420	com.list-manage
308	18409562	323	0.000076	uk.co.telegraph
309	18409362	330	0.000074	com.meetup
310	18408690	1168	0.000024	org.openoffice
311	18406012	1296	0.000022	com.contently
312	18403532	720	0.000038	com.cdbaby
313	18402004	514	0.000049	com.adage
314	18401404	1337	0.000022	org.wnyc
315	18400286	714	0.000039	com.neilpatel
316	18398610	1527	0.000020	com.mathworks
317	18397518	478	0.000052	net.researchgate
318	18394598	938	0.000030	co.apple
319	18394586	329	0.000074	com.go
320	18393232	94	0.000347	com.godaddy
321	18392026	411	0.000060	com.msn
322	18391674	404	0.000061	com.ted
323	18390148	1484	0.000020	io.material
324	18389994	817	0.000034	com.arstechnica
325	18389508	860	0.000033	com.wikia
326	18388188	970	0.000029	com.vogue
327	18384912	377	0.000066	me.wa
328	18382020	1475	0.000020	se.blogspot
329	18380670	789	0.000035	edu.washington
330	18380362	165	0.000158	com.opera
331	18377106	248	0.000098	com.rawgit
332	18376938	819	0.000034	com.bandsintown
333	18374558	1066	0.000026	com.convinceandconvert
334	18374154	1238	0.000023	com.convertkit
335	18373850	1871	0.000017	io.soup
336	18370310	1438	0.000020	com.secondlife
337	18366152	1721	0.000018	com.zara
338	18364438	287	0.000086	com.live
339	18362628	238	0.000102	com.surveymonkey
340	18358654	188	0.000132	com.etsy
341	18356388	169	0.000153	com.feedburner
342	18356094	1944	0.000016	edu.uark
343	18355048	1911	0.000017	com.mysanantonio
344	18354726	266	0.000092	uk.org.ico
345	18352630	429	0.000058	org.hbr
346	18352406	602	0.000046	com.livechatinc
347	18352058	1493	0.000020	com.thenation
348	18351586	750	0.000037	com.yellowpages
349	18349922	112	0.000281	com.mailchimp
350	18349126	815	0.000034	com.wordstream
351	18349062	1506	0.000020	com.toptal
352	18347036	1216	0.000024	io.itch
353	18342626	494	0.000050	com.kickstarter
354	18341572	235	0.000104	com.typepad
355	18340608	420	0.000059	com.googleblog
356	18338046	366	0.000068	com.aliyuncs
357	18337760	1670	0.000018	com.manta
358	18337600	1463	0.000020	com.amcharts
359	18336652	1419	0.000021	com.indiewire
360	18335378	456	0.000054	com.fortune
361	18333310	51	0.000663	net.fbcdn
362	18333286	231	0.000105	uk.co.amazon
363	18331092	1587	0.000019	ly.adobe
364	18329760	922	0.000030	com.searchenginejournal
365	18328602	1569	0.000019	ms.nyti
366	18325744	374	0.000066	com.ft
367	18323516	2004	0.000016	com.zoominfo
368	18323442	1179	0.000024	com.grammarly
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762	17937256	2163	0.000015	jp.booklog
763	17936844	2351	0.000014	com.thedrinksbusiness
764	17935426	1057	0.000027	com.politico
765	17935388	2197	0.000014	com.winefolly
766	17934768	687	0.000040	com.alibaba
767	17934366	2970	0.000013	com.jeeran
768	17934080	2494	0.000013	io.stackedit
769	17933862	1958	0.000016	ca.ubc
770	17933764	161	0.000163	me.line
771	17933538	3940	0.000010	org.greenpeace
772	17933062	2381	0.000014	com.yellowbook
773	17932336	2459	0.000013	za.co.bdlive
774	17932212	2396	0.000014	com.asianage
775	17932090	1631	0.000019	com.udemy
776	17932058	3415	0.000012	com.glamour
777	17931830	1635	0.000019	com.chrome
778	17931642	1194	0.000024	com.techrepublic
779	17931614	849	0.000033	com.unity3d
780	17931590	2033	0.000015	mp.j
781	17931536	598	0.000047	gov.usda
782	17931004	2365	0.000014	net.islamweb
783	17929334	808	0.000034	int.wipo
784	17928466	2355	0.000014	com.wsoctv
785	17927592	665	0.000042	com.marketo
786	17927048	1049	0.000027	edu.umn
787	17926932	414	0.000060	mp.mailchi
788	17926354	968	0.000029	com.aliexpress
789	17925900	2608	0.000013	org.torproject
790	17925360	2322	0.000014	com.utah
791	17925228	954	0.000030	com.sciencedaily
792	17924502	1932	0.000016	org.ap
793	17924098	724	0.000038	gov.house
794	17923976	2208	0.000014	com.chamberofcommerce
795	17923594	1953	0.000016	com.urbandictionary
796	17923558	2570	0.000013	com.spoke
797	17922794	2807	0.000013	com.salespider
798	17921176	2369	0.000014	com.ibmbigdatahub
799	17921126	981	0.000029	au.net.abc
800	17921074	1565	0.000019	com.problogger
801	17921008	533	0.000048	com.snapchat
802	17920922	1425	0.000021	fr.lemonde
803	17919346	141	0.000185	jp.co.google
804	17917592	5539	0.000006	cc.co
805	17917020	2017	0.000016	com.posterous
806	17916882	1129	0.000025	com.canva
807	17916104	1638	0.000019	com.britannica
808	17915782	2379	0.000014	com.wpxi
809	17915468	2040	0.000015	edu.cuny
810	17915450	2519	0.000013	com.americantowns
811	17914364	675	0.000041	gov.hhs
812	17913996	2287	0.000014	org.themoth
813	17913328	1420	0.000021	com.rollingstone
814	17913022	1245	0.000023	com.xkcd
815	17912984	3582	0.000011	edu.brown
816	17912880	634	0.000044	com.feedly
817	17912458	2447	0.000013	com.hdnux
818	17912396	2609	0.000013	com.zionsbank
819	17912316	2515	0.000013	com.pacegallery
820	17911434	2645	0.000013	com.tupalo
821	17911136	640	0.000044	au.com.google
822	17911060	843	0.000033	com.uk
823	17909056	128	0.000215	com.youtube-nocookie
824	17908862	1322	0.000022	com.vmware
825	17908568	2094	0.000015	org.semanticscholar
826	17908342	1970	0.000016	com.sanspo
827	17908248	1013	0.000028	com.java
828	17908178	2239	0.000014	it.scoop
829	17907842	470	0.000053	com.adweek
830	17907550	2301	0.000014	uk.co.dennis
831	17907474	2108	0.000015	jp.co.sankei
832	17906950	2576	0.000013	za.co.sowetanlive
833	17906748	504	0.000049	gov.copyright
834	17906250	362	0.000068	com.wufoo
835	17905562	2310	0.000014	edu.uci
836	17904908	2052	0.000015	jp.ne.iza
837	17904810	2543	0.000013	org.foodrevolution
838	17904456	2491	0.000013	com.thewritepractice
839	17904454	2147	0.000015	com.parksassociates
840	17904410	1111	0.000025	fr.blogspot
841	17904034	2636	0.000013	au.com.whitepages
842	17903878	1329	0.000022	com.billboard
843	17903360	1272	0.000023	com.prezi
844	17902216	2172	0.000015	com.local
845	17901414	320	0.000076	gov.ftc
846	17899970	1831	0.000017	edu.illinois
847	17899586	975	0.000029	com.indeed
848	17899066	811	0.000034	org.unesco
849	17898986	1852	0.000017	com.hatenablog
850	17898184	2497	0.000013	dk.brics
851	17898006	2118	0.000015	uk.ac.ed
852	17897618	1173	0.000024	org.unicef
853	17897232	425	0.000058	com.criteo
854	17896398	2151	0.000015	org.linuxfoundation
855	17896068	2215	0.000014	com.vendio
856	17895718	1981	0.000016	uk.ac.ucl
857	17894996	279	0.000089	com.marriott
858	17894196	6753	0.000005	com.blog
859	17893762	1187	0.000024	com.steamcommunity
860	17893582	834	0.000034	com.gofundme
861	17893354	2022	0.000016	net.privacypolicytemplate
862	17893038	4067	0.000009	com.virustotal
863	17892018	467	0.000053	com.iconfinder
864	17891616	2541	0.000013	com.lacartes
865	17891274	2269	0.000014	ai.fast
866	17891232	1796	0.000017	com.howstuffworks
867	17888984	1222	0.000023	com.dell
868	17888866	2473	0.000013	com.ibegin
869	17888166	1470	0.000020	com.over-blog
870	17887404	350	0.000069	net.themeforest
871	17887376	302	0.000080	com.netdna-ssl
872	17887272	3576	0.000011	edu.tufts
873	17886572	2487	0.000013	za.co.moneyweb
874	17886136	1689	0.000018	com.twilio
875	17886042	887	0.000032	com.hootsuite
876	17884576	1230	0.000023	com.gallup
877	17884332	2394	0.000014	com.machinelearningmastery
878	17882906	2389	0.000014	io.dropwizard
879	17882512	992	0.000028	com.att
880	17881416	2308	0.000014	com.ehow
881	17880788	3660	0.000011	com.discogs
882	17880724	2333	0.000014	com.blogs
883	17880688	2139	0.000015	com.dandb
884	17879696	486	0.000051	com.squareup
885	17879532	1037	0.000027	gov.bls
886	17879478	401	0.000061	com.bitly
887	17878540	3665	0.000011	com.twitpic
888	17878358	3064	0.000013	com.invoicesherpa
889	17877578	650	0.000043	com.herokuapp
890	17877102	2265	0.000014	ru.narod
891	17876570	1875	0.000017	com.tunein
892	17875252	1570	0.000019	com.com
893	17874650	1980	0.000016	jp.co.zakzak
894	17874052	613	0.000046	com.airbnb
895	17873488	2123	0.000015	uk.co.realbusiness
896	17872208	837	0.000033	gov.justice
897	17871838	1951	0.000016	co.gcdn
898	17871618	267	0.000091	com.myshopify
899	17870844	3504	0.000012	de.bild
900	17870478	234	0.000104	jp.co.amazon
901	17869976	1905	0.000017	org.filezilla-project
902	17869722	2574	0.000013	com.growtix
903	17869710	1922	0.000016	com.newsfactor
904	17868626	2775	0.000013	org.earthmagazine
905	17868240	3595	0.000011	cc.tiny
906	17868102	339	0.000072	org.opensource
907	17867628	1710	0.000018	org.owasp
908	17867434	1678	0.000018	org.cancer
909	17865220	370	0.000067	org.doi
910	17864752	1215	0.000024	ly.ow
911	17864458	2820	0.000013	co.iglobal
912	17863556	1330	0.000022	edu.uchicago
913	17863262	133	0.000206	de.bund
914	17862854	259	0.000094	com.getbootstrap
915	17862186	499	0.000050	com.nasdaq
916	17861824	1000	0.000028	com.lifehacker
917	17861748	1271	0.000023	org.pnas
918	17861644	395	0.000062	io.atom
919	17861324	1458	0.000020	in.blogspot
920	17860306	2644	0.000013	ai.becominghuman
921	17860248	2680	0.000013	com.googlemaps
922	17858530	2009	0.000016	net.nend
923	17856868	4730	0.000008	com.colourlovers
924	17856798	1413	0.000021	com.splashthat
925	17856676	982	0.000029	com.jetbrains
926	17856176	915	0.000031	jp.livedoor
927	17856152	303	0.000080	com.ssl-images-amazon
928	17854224	2643	0.000013	nl.zeelandnet
929	17853620	869	0.000032	com.pingdom
930	17853534	3078	0.000013	com.sophos
931	17852908	2525	0.000013	gr.huffingtonpost
932	17852142	1002	0.000028	de.blogspot
933	17850682	2760	0.000013	com.fox13memphis
934	17850488	2114	0.000015	com.richmediagallery
935	17850378	1821	0.000017	com.hotmail
936	17850366	72	0.000395	com.messenger
937	17850276	2231	0.000014	edu.asu
938	17850052	995	0.000028	org.iso
939	17849976	1389	0.000021	com.imimg
940	17849372	1145	0.000025	com.uber
941	17849120	2356	0.000014	com.tuck
942	17848556	1726	0.000018	com.nba
943	17848232	2404	0.000014	jp.news24
944	17847732	1559	0.000019	com.ogilvy
945	17847318	2772	0.000013	com.addustour
946	17846800	2831	0.000013	org.grayarea
947	17846714	2103	0.000015	com.homestars
948	17846650	1136	0.000025	com.seattletimes
949	17846580	265	0.000092	ru.rambler
950	17845988	2362	0.000014	edu.utah
951	17845868	3862	0.000010	com.starwars
952	17845640	479	0.000051	jp.ne.sakura
953	17844718	1063	0.000027	gov.congress
954	17843102	1410	0.000021	dk.datatilsynet
955	17842932	859	0.000033	com.stitcher
956	17842798	2971	0.000013	com.oilandgas360
957	17842486	1785	0.000017	edu.umd
958	17842430	758	0.000036	com.yandex
959	17840100	1885	0.000017	com.wetransfer
960	17839628	2457	0.000013	ms.1drv
961	17838212	977	0.000029	com.prweb
962	17838086	423	0.000058	com.smugmug
963	17837702	2414	0.000014	com.delta
964	17836356	2306	0.000014	edu.bu
965	17836156	1141	0.000025	com.500px
966	17834668	2796	0.000013	org.cmlibrary
967	17834248	2565	0.000013	com.fixr
968	17833764	1312	0.000022	com.firefox
969	17833368	2050	0.000015	edu.ufl
970	17831610	2409	0.000014	ca.ualberta
971	17831386	3977	0.000010	com.thingiverse
972	17830888	400	0.000061	com.discordapp
973	17830714	3817	0.000010	edu.unl
974	17829748	2746	0.000013	tw.com.ibon
975	17829134	2490	0.000013	au.com.hotfrog
976	17828966	2350	0.000014	de.mpg
977	17828928	1160	0.000025	com.timeanddate
978	17828580	2495	0.000013	com.figure-eight
979	17828574	2370	0.000014	com.codecademy
980	17827964	890	0.000032	gov.usa
981	17827518	256	0.000096	it.google
982	17827064	2427	0.000014	com.outboundengine
983	17826874	1308	0.000022	com.strikingly
984	17826840	1243	0.000023	com.target
985	17825758	2455	0.000013	com.theblogpress
986	17825300	2585	0.000013	com.expressbusinessdirectory
987	17825288	2216	0.000014	com.nfl
988	17825192	2607	0.000013	com.elocal
989	17825120	2628	0.000013	au.com.news
990	17824314	1116	0.000025	com.scientificamerican
991	17824168	1325	0.000022	co.vine
992	17823710	747	0.000037	com.cargocollective
993	17823530	691	0.000040	com.caniuse
994	17821930	2107	0.000015	com.angelfire
995	17820788	3005	0.000013	com.hbo
996	17820648	1639	0.000019	uk.co.screamingfrog
997	17820304	2617	0.000013	com.ovoenergy
998	17820010	737	0.000037	uk.co.eventbrite
999	17819726	2691	0.000013	com.normacomics
1000	17819576	752	0.000037	com.sagepub

Credits

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

We hope the data will be useful for you to do any kind of research on ranking, graph analysis, link spam detection, etc. Let us know about your results via Common Crawl’s Google Group!

July 2019 crawl archive now available

July 30, 2019Sebastian Nagel

The crawl archive for July 2019 is now available! It contains 2.6 billion web pages or 220 TiB of uncompressed content, crawled between July 15th and 24th.

The July crawl contains page captures of 810 million URLs not contained in any crawl archive before. New URLs are sampled based on the host and domain ranks (harmonic centrality) published as part of the Feb/Mar/Apr 2019 webgraph data set from the following sources:

a random sample of 2.0 billion outlinks taken from June crawl WAT files
1.8 billion URLs mined in a breadth-first side crawl within a maximum of 6 links (“hops”), started from
- the homepages of the top 60 million hosts and domains and randomly selected samples of
- 2 million human-readable sitemap pages (HTML format)
- 2 million URLs of pages written in 130 less-represented languages (cf. language distributions)
900 million URLs extracted and sampled from 20 million sitemaps, RSS and Atom feeds

Archive Location and Download

The July crawl archive is located in the commoncrawl bucket at crawl-data/CC-MAIN-2019-30/.

	File List	#Files	Total Size Compressed (TiB)
Segments	CC-MAIN-2019-30/segment.paths.gz	100
WARC files	CC-MAIN-2019-30/warc.paths.gz	56000	46.10
WAT files	CC-MAIN-2019-30/wat.paths.gz	56000	17.62
WET files	CC-MAIN-2019-30/wet.paths.gz	56000	7.80
Robots.txt files	CC-MAIN-2019-30/robotstxt.paths.gz	56000	0.14
Non-200 responses files	CC-MAIN-2019-30/non200responses.paths.gz	56000	1.63
URL index files	CC-MAIN-2019-30/cc-index.paths.gz	302	0.19

The Common Crawl URL Index for this crawl is available at: https://index.commoncrawl.org/CC-MAIN-2019-30/. Also the columnar index has been updated to contain this crawl.

June 2019 crawl archive now available

July 2, 2019Sebastian Nagel

The crawl archive for June 2019 is now available! It contains 2.6 billion web pages or 220 TiB of uncompressed content, crawled between June 16th and 27th with an operational break from 21st to 24th.

The June crawl contains page captures of 880 million URLs not contained in any crawl archive before. New URLs are sampled based on the host and domain ranks (harmonic centrality) published as part of the Feb/Mar/Apr 2019 webgraph data set from the following sources:

sitemaps, RSS and Atom feeds
a breadth-first side crawl within a maximum of 6 links (“hops”) away from the homepages of the top 60 million hosts and domains and a random sample of 1 million human-readable sitemap pages (HTML format)
a random sample of 2.0 billion outlinks taken from May crawl WAT files

Starting with this crawl the WAT extraction has been improved by properly decoding HTML character entities in URLs and strings. For details, please see the issue report “WAT: unescape XML/HTML character entities”.

Archive Location and Download

The June crawl archive is located in the commoncrawl bucket at crawl-data/CC-MAIN-2019-26/.

	File List	#Files	Total Size Compressed (TiB)
Segments	CC-MAIN-2019-26/segment.paths.gz	100
WARC files	CC-MAIN-2019-26/warc.paths.gz	56000	49.42
WAT files	CC-MAIN-2019-26/wat.paths.gz	56000	17.24
WET files	CC-MAIN-2019-26/wet.paths.gz	56000	7.59
Robots.txt files	CC-MAIN-2019-26/robotstxt.paths.gz	56000	0.14
Non-200 responses files	CC-MAIN-2019-26/non200responses.paths.gz	56000	1.52
URL index files	CC-MAIN-2019-26/cc-index.paths.gz	302	0.19

The Common Crawl URL Index for this crawl is available at: https://index.commoncrawl.org/CC-MAIN-2019-26/. Also the columnar index has been updated to contain this crawl.

May 2019 crawl archive now available

May 31, 2019Sebastian Nagel

The crawl archive for May 2019 is now available! It contains 2.65 billion web pages or 220 TiB of uncompressed content, crawled between May 19th and 27th.

The May crawl contains page captures of 825 million URLs not contained in any crawl archive before. New URLs are sampled based on the host and domain ranks (harmonic centrality) published as part of the Feb/Mar/Apr 2019 webgraph data set from the following sources:

sitemaps, RSS and Atom feeds
a breadth-first side crawl within a maximum of 4 links (“hops”) away from the homepages of the top 60 million hosts and domains and a random sample of 1 million human-readable sitemap pages (HTML format)
a random sample of 1.6 billion outlinks taken from WAT files of the April crawl

Archive Location and Download

The May crawl archive is located in the commoncrawl bucket at crawl-data/CC-MAIN-2019-22/.

	File List	#Files	Total Size Compressed (TiB)
Segments	CC-MAIN-2019-22/segment.paths.gz	100
WARC files	CC-MAIN-2019-22/warc.paths.gz	56000	51.48
WAT files	CC-MAIN-2019-22/wat.paths.gz	56000	17.75
WET files	CC-MAIN-2019-22/wet.paths.gz	56000	7.7
Robots.txt files	CC-MAIN-2019-22/robotstxt.paths.gz	56000	0.17
Non-200 responses files	CC-MAIN-2019-22/non200responses.paths.gz	56000	1.84
URL index files	CC-MAIN-2019-22/cc-index.paths.gz	302	0.2

The Common Crawl URL Index for this crawl is available at: https://index.commoncrawl.org/CC-MAIN-2019-22/. Also the columnar index has been updated to contain this crawl.

Host- and Domain-Level Web Graphs Feb/Mar/Apr 2019

May 9, 2019Sebastian Nagel

We are pleased to announce a new release of host-level and domain-level web graphs based on the published crawls of February, March and April 2019. Additional information about the data formats, the processing pipeline, our objectives, and credits can be found in the announcements of prior webgraph releases (e.g., Nov/Dec/Jan 2017-2018 Webgraphs). You may also visit the projects cc-webgraph and cc-pyspark which host all scripts and tools required to construct the graphs.

What’s new?

The software which builds the graph from WAT and WARC files has been extended to extract more links from the HTML <head> element:

more links are taken from <metadata> elements, e.g, the thumbnail meta name, Open Graph or twitter:* properties
links from <script> elements are now included

Note that previous web graph releases already include all kinds of links: not only <a href="..."> but also links to images and multi-media content, links from <form> elements, canonical links, and many more.

While the domain-level graph shows almost the same size and metrics as the previous one released three months ago, the host-level graph has increased in size by 85 million nodes but is less densely connected. The growth in the number of nodes is mainly caused by a link spam cluster of 190 million hosts distributed over 15k domains. Thanks to the webgraph these domains (e.g., 24340.tw) are detected and the crawler is advised not to visit them again.

Host-level graph

The graph consists of 492 million nodes and 3.0 billion edges and includes dangling nodes i.e. hosts that have not been crawled yet are pointed to from a link on a crawled page. There are 426 million dangling nodes (87%) and the largest strongly connected component contains 52 million (10.5%) nodes.

You can download the graph and the ranks of all 492 million hosts from AWS S3 on the path s3://commoncrawl/projects/hyperlinkgraph/cc-main-2019-feb-mar-apr/host/. Alternatively, you can use https://commoncrawl.s3.amazonaws.com/projects/hyperlinkgraph/cc-main-2019-feb-mar-apr/host/ as prefix to access the files from everywhere.

Download files of the Common Crawl Feb/Mar/Apr 2019 host-level webgraph

Size	File	Description
3.36 GB	cc-main-2019-feb-mar-apr-host-vertices.paths.gz	nodes ⟨id, rev host⟩, paths of 28 vertices files
14.40 GB	cc-main-2019-feb-mar-apr-host-edges.paths.gz	edges ⟨from_id, to_id⟩, paths of 56 edges files

6.33 GB	cc-main-2019-feb-mar-apr-host.graph	graph in BVGraph format
2 kB	cc-main-2019-feb-mar-apr-host.properties

7.02 GB	cc-main-2019-feb-mar-apr-host-t.graph	transpose of the graph (outlinks inverted to inlinks)
2 kB	cc-main-2019-feb-mar-apr-host-t.properties

1 kB	cc-main-2019-feb-mar-apr-host.stats	WebGraph statistics

7.85 GB	cc-main-2019-feb-mar-apr-host-ranks.txt.gz	harmonic centrality and pagerank

Note that the host names are reversed and a leading www. is stripped: www.subdomain.example.com becomes com.example.subdomain.

Domain-level graph

The domain graph was built by aggregating the host graph on the level of pay-level domains (PLDs) based on the public suffix list maintained on publicsuffix.org.

The domain-level graph has 91 million nodes and 1.89 billion edges. 51% or 46 million nodes are dangling nodes, the largest strongly connected component covers 38 million or 42% of the nodes.

All files related to the domain graph are available on AWS S3 under s3://commoncrawl/projects/hyperlinkgraph/cc-main-2019-feb-mar-apr/domain/ resp. https://commoncrawl.s3.amazonaws.com/projects/hyperlinkgraph/cc-main-2019-feb-mar-apr/domain/.

Download files of the Common Crawl Feb/Mar/Apr 2019 domain-level webgraph

Size	File	Description
0.63 GB	cc-main-2019-feb-mar-apr-domain-vertices.txt.gz	nodes ⟨id, rev domain, num hosts⟩
7.48 GB	cc-main-2019-feb-mar-apr-domain-edges.txt.gz	edges ⟨from_id, to_id⟩

4.01 GB	cc-main-2019-feb-mar-apr-domain.graph	graph in BVGraph format
2 kB	cc-main-2019-feb-mar-apr-domain.properties

4.02 GB	cc-main-2019-feb-mar-apr-domain-t.graph	transpose of the graph
2 kB	cc-main-2019-feb-mar-apr-domain-t.properties

1 kB	cc-main-2019-feb-mar-apr-domain.stats	WebGraph statistics

1.98 GB	cc-main-2019-feb-mar-apr-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 90 million domain ranks is available for download.

Top 1000 domains ranked by harmonic centrality (Feb/Mar/Apr 2019)

harmonic centrality rank	hc value	page rank	page rank value	reversed hostname
1	29096444	1	0.020470	com.googleapis
2	28007982	3	0.012308	com.facebook
3	26801494	2	0.013202	com.google
4	24862042	4	0.006929	com.twitter
5	24696428	5	0.006794	com.youtube
6	24174048	6	0.006211	org.w
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807	17560868	597	0.000043	com.nationalgeographic
808	17560104	2123	0.000015	com.theinnovationenterprise
809	17559640	2854	0.000012	ke.co.blogspot
810	17558802	2265	0.000014	io.kubernetes
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812	17558172	1859	0.000016	de.zeit
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814	17557620	2205	0.000014	com.goinswriter
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817	17556522	2071	0.000015	com.riddle
818	17556376	1256	0.000025	com.vox
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820	17554660	1756	0.000018	edu.msu
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825	17553776	1387	0.000022	com.nymag
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828	17550516	883	0.000035	com.gofundme
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830	17549356	2746	0.000013	com.spoke
831	17549122	2064	0.000015	com.chambermaster
832	17548302	1179	0.000027	de.spiegel
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838	17546846	1599	0.000019	org.filezilla-project
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840	17546678	1963	0.000015	com.visioncritical
841	17546154	1969	0.000015	com.brafton
842	17545852	1627	0.000019	com.codeplex
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846	17543442	2316	0.000014	edu.hbs
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850	17542602	1317	0.000023	edu.uchicago
851	17542376	2182	0.000014	com.w3techs
852	17541496	1371	0.000023	sh.brew
853	17541272	1325	0.000023	com.strikingly
854	17540262	1988	0.000015	org.aclu
855	17540236	2579	0.000013	com.kens5
856	17539906	453	0.000054	jp.ne.sakura
857	17539894	1092	0.000029	com.prweb
858	17539810	2428	0.000013	com.tractorsupply
859	17539382	3540	0.000012	com.gyazo
860	17539240	2717	0.000013	com.yelloyello
861	17538820	1231	0.000025	com.elpais
862	17538662	3864	0.000010	com.rottentomatoes
863	17538296	2138	0.000014	net.hockeyapp
864	17537912	1697	0.000018	com.howstuffworks
865	17536686	2805	0.000012	com.lacartes
866	17536288	1628	0.000019	io.getmdl
867	17535392	2343	0.000013	com.citysquares
868	17534222	761	0.000037	net.daum
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870	17530710	2816	0.000012	com.mothering
871	17530426	484	0.000051	com.iconfinder
872	17529686	2873	0.000012	org.rethinkingschools
873	17528810	1456	0.000021	org.wiktionary
874	17528532	707	0.000040	com.emarketer
875	17528512	259	0.000094	me.t
876	17528368	2885	0.000012	com.asus
877	17527494	1904	0.000016	com.rt
878	17527482	993	0.000032	com.oup
879	17527248	1383	0.000022	com.theglobeandmail
880	17524712	1270	0.000024	co.vine
881	17524420	2768	0.000013	org.foodrevolution
882	17524032	2365	0.000013	com.wpxi
883	17523232	973	0.000033	com.airbnb
884	17522954	970	0.000033	gov.usa
885	17522872	2702	0.000013	com.njmonthly
886	17522602	1011	0.000031	org.unesco
887	17522048	2800	0.000013	org.thebestschools
888	17521268	2309	0.000014	com.ezlocal
889	17521124	173	0.000153	com.bluehost
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891	17520736	2401	0.000013	com.cbs
892	17519970	1405	0.000022	org.example
893	17519746	2806	0.000012	com.calmclinic
894	17519654	964	0.000033	gov.copyright
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896	17517626	3900	0.000010	com.domaintools
897	17517264	2799	0.000013	com.trepup
898	17517190	1849	0.000017	edu.indiana
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900	17514928	2734	0.000013	com.mykaratestore
901	17514770	1860	0.000016	com.adespresso
902	17514742	487	0.000050	org.whatwg
903	17514450	3782	0.000011	gd.is
904	17513384	1837	0.000017	re.cli
905	17513134	3162	0.000012	com.000webhostapp
906	17512942	907	0.000034	com.alibaba
907	17512916	1624	0.000019	com.britannica
908	17512736	1210	0.000026	com.reverbnation
909	17512256	609	0.000043	com.patreon
910	17511530	4022	0.000010	edu.iu
911	17511124	794	0.000036	com.yandex
912	17511074	525	0.000047	com.outlook
913	17510210	1151	0.000027	org.fao
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915	17508946	1693	0.000018	com.udemy
916	17508814	1188	0.000026	gov.usgs
917	17508588	941	0.000034	com.ggpht
918	17508506	1309	0.000024	uk.co.mirror
919	17508422	1156	0.000027	edu.umn
920	17507730	318	0.000075	nl.google
921	17505054	258	0.000094	com.disqus
922	17504754	1313	0.000024	com.pwc
923	17504638	961	0.000033	com.pinimg
924	17504458	1800	0.000017	com.html5rocks
925	17504148	1124	0.000028	com.sun
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927	17501792	4643	0.000008	com.mysite
928	17501756	2308	0.000014	org.gimp
929	17501722	2066	0.000015	com.packtpub
930	17501690	2676	0.000013	com.pages10
931	17501468	2421	0.000013	com.tuck
932	17500992	2615	0.000013	org.swi-prolog
933	17500218	1835	0.000017	edu.virginia
934	17499886	2897	0.000012	be.brussels
935	17499784	1106	0.000029	au.net.abc
936	17499678	226	0.000105	com.googletagservices
937	17496996	3531	0.000012	ch.cern
938	17496282	2580	0.000013	com.ktvb
939	17496102	501	0.000049	com.bigcartel
940	17495798	1930	0.000016	com.nfl
941	17495794	1300	0.000024	com.showmelocal
942	17494518	1358	0.000023	org.pnas
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945	17492442	2109	0.000015	com.discovery
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948	17491852	1829	0.000017	edu.cuny
949	17491298	1681	0.000018	com.podbean
950	17491172	1182	0.000026	com.accenture
951	17491140	2755	0.000013	com.pushwoosh
952	17490876	2588	0.000013	com.yellowbot
953	17490652	2903	0.000012	com.watchuseek
954	17490510	1451	0.000021	com.thehill
955	17490442	2834	0.000012	com.callupcontact
956	17490156	2397	0.000013	com.echelman
957	17490000	3853	0.000010	org.greenpeace
958	17489174	1783	0.000017	com.screencast
959	17488476	2043	0.000015	com.webnode
960	17488356	1119	0.000028	com.lifehacker
961	17487060	991	0.000032	org.iso
962	17487048	728	0.000039	com.gartner
963	17485804	1680	0.000018	com.hulu
964	17485784	1927	0.000016	co.gcdn
965	17484600	1525	0.000020	com.windows
966	17483866	2001	0.000015	com.birdeye
967	17483034	951	0.000034	ru.google
968	17482970	3909	0.000010	org.bitcoin
969	17481326	2413	0.000013	com.topsy
970	17481036	2429	0.000013	com.texasbar
971	17480454	882	0.000035	com.stitcher
972	17478940	2924	0.000012	com.talkbass
973	17478584	2278	0.000014	ca.ualberta
974	17478504	843	0.000035	gg.discord
975	17478450	2855	0.000012	com.cylex-usa
976	17477514	3673	0.000011	nl.xs4all
977	17477396	2925	0.000012	info.ufacity
978	17477382	104	0.000304	com.namecheap
979	17477122	2849	0.000012	com.louisville
980	17476316	2460	0.000013	uk.gov.westsussex
981	17475686	2668	0.000013	com.salespider
982	17475490	1568	0.000019	com.nokia
983	17475476	1034	0.000031	com.digiday
984	17475262	2889	0.000012	org.stnicholascenter
985	17475056	2850	0.000012	au.com.hotfrog
986	17474798	1257	0.000025	org.webkit
987	17474492	2430	0.000013	net.blog5
988	17474236	2271	0.000014	tv.periscope
989	17473902	877	0.000035	uk.co.tripadvisor
990	17473802	2900	0.000012	org.phys
991	17473188	1612	0.000019	edu.umd
992	17473104	884	0.000035	gov.ny
993	17472122	1981	0.000015	ru.narod
994	17471648	233	0.000104	jp.ameblo
995	17471606	5178	0.000007	net.minecraft
996	17470784	163	0.000162	com.youku
997	17470482	1677	0.000018	org.gnome
998	17470166	184	0.000137	com.nginx
999	17470156	1447	0.000021	com.splashthat
1000	17469878	2681	0.000013	com.bleacherreport

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!