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About the Common Crawl Data Set

  • number of years
  • size
  • link back to website

File Locations

The entire Common Crawl data set is stored on Amazon S3 as an Public Data Set.

  http://aws.amazon.com/datasets/41740

The directory structure is as follows:

  Crawl #1 - s3://aws-publicdatasets/common-crawl/crawl-001/
  Crawl #2 - s3://aws-publicdatasets/common-crawl/crawl-002/
  Crawl #3 - s3://aws-publicdatasets/common-crawl/parse-output/

General

.

ARC Files - Raw Content

ARC files contain the full HTTP response & payload for all pages crawled.

Text Only files are saved as Hadoop SequenceFiles using GZIP compression.  The key and value data types are both Text.  The key in these files is the URL, and the value is the actual text content.  From HTML pages, the text content includes the page title, the page meta description content, and all text content from the HTML body.  They are located in the segment directories, with a file name of "textData-nnnnn".  For example:

  s3://aws-publicdatasets/common-crawl/parse-output/segment/1341690169105/1341826131693_45.arc.gz

in the segment directories, with a file name of "textData-nnnnn".  For example:

 

Text Files - Text Only

Common Crawl also produces a series of text only files.  These files take content returned as HTML or RSS and parse out just the text content - making it easier for researchers to perform text-based analysis.

Text Only files are saved as Hadoop SequenceFiles using GZIP compression.  The key and value data types are both Text.  The key in these files is the URL, and the value is the actual text content.  From HTML pages, the text content includes the page title, the page meta description content, and all text content from the HTML body.  They are located in the segment directories, with a file name of "textData-nnnnn".  For example:

  s3://aws-publicdatasets/common-crawl/parse-output/segment/1341690169105/textData-00112

The numbers at the end of the filename are sequentially assigned to Text Only files within the segment - they have not specific meaning.

Further, Text Only files are translated from their native character sets into UTF-8.  All Text Only content (in all languages) can be read using the UTF-8 character set.

Currently, we are only producing Text Only files from HTML and RSS/Atom content.  The Text Only files are on average 20% of the size of the raw content.


Metadata

In addition to content files, Common Crawl produces a series of metadata files that provide useful information about the crawled content.  For each URL, the

Records in the Metadata files are in the same order and have the same file numbers as the Text Only content.

Metadata files are saved as Hadoop SequenceFiles using GZIP compression.  The key and value data types are also both Text.  The key in these files is the URL, and the value is a JSON structure of fields and subfields - the full structure is defined below..  Just like the Text Only files, the Metadata files are located in the segment directories, with a file name of "metadata-nnnnn".  For example:

  s3://aws-publicdatasets/common-crawl/parse-output/segment/1341690169105/metadata-00112

Currently, we are only producing Metadata from HTML and RSS/Atom content. 

 

Metadata Schema

following attributes:

Attribute NameAttribute DescriptionAvailable
attempt_timeThe time (in UNIX time format) that the crawl of this page was attempted.Alwaysalways
dispositionSUCCESS if the crawler received a successful HTTP response; FAILURE if not.Alwaysalways
failure_reasonA code representing why the crawl of this page failed.On Failureon failure
failure_detailA message, if available, on why the crawl of this page failed.On Failureon failure
server_ipThe IP address of the server that returned the response.On Successon success
http_resultThe HTTP result code.On Successon success
http_headersA JSON object containing all returned HTTP headers as key/value pairs.On Successon success
redirect_from  if URL was redirected
content_lenThe value of the Content-Length HTTP header.On Successon success
mime_typeThe value of the Content-Type HTTP header (stripped of the charset).On Successon success
download_sizeThe actual size of the downloaded content.On Successon success
content_is_gzipOptional attribute that specifies that source content was gzip'd. if payload is gzip'd
gunzip_content_lenIf the content was gzip'd, this is the decompressed length of the incoming content. if payload is gzip'd
md5The md5 hash of the incoming downloaded content. on success
text_simhashA The 64-bit simhash of the text (UCS-2) content if document was a valid text type. if payload is text
charset_detectedThe character set Common Crawl detected for the downloaded content. on success
charset_detector

0 - The character set was derived from an HTTP header.
1 - The character set was derived from an HTML "meta" tag.
2 - The character set was derived from the ICU detector.
3 - The character set was derived from the Mozilla detector.
10 - The character set could not be determined.  ISO-8895-1 is assumed.

 
on success
parsed_ashtml - Downloaded content was parsed as HTML.
feed - Downloaded content was parsed as an RSS/Atom feed.
 on success
content

If the

http

HTTP response code was 20x,

as

and if the

document

downloaded content was parsed as

html

HTML or

a feed, the


as Feed, a JSON object represent the document's metadata.

 

HTTP Code = 20x

(placeholder)

Attribute NameAttribute Description
content > type  Always "html-doc".

content >

title 

title

The value of the HTML "title" tag. 
content > meta_tags

A JSON array of objects representing each "meta" tag found by the parser.  Note:  If the "meta" tag uses a "property" attribute instead of a "name" attribute, "property" is used as the key.

 

content > linksA JSON array of objects representing each link found by the parser. 
content > links > typeThe HTML tag type that the link was found in.  Examples:  a, area, frame, iframe, script, img, link, etc. 
content > links > hrefThe URL associated with the tag, usually from the "href" attribute. 
content > links > textThe text displayed for the link.  Usually the value of the link element. 
content > links > *Every attribute of the link tag is provided. 
   

 

The details of the content JSON object if the document was an RSS feed:
"type": (placeholder)

Attribute NameAttribute Value
content > type

Always "rss-feed".

"title": "The title attribute
content > titleThe value of the feed "title" element.
"
"link": "A JSON object representing the link attribute
content > link

The value of the feed "link" element.

"

"description": "Feed description"
"updated": "Either LastBuildDate or PubDate, depending on which one is greater."
"categories": "A JSON array representing the
content > descriptionThe value of the feed "description" element.
content > updatedThe later of either the "lastBuildDate" or the "pubDate" elements.
content > generator

The value of the feed "generator" element.

content > ttlThe value of the feed "ttl" element.
content > categoriesA JSON array of category names associated with the feed.
"
"generator": "The Feed Generator"
"ttl": "The TTL value if specified in the RSS Feed."
"items": "
content > itemsA JSON array of objects representing each feed
items."
Each RSS feed item contains the following attributes:
"title": "The title attribute of the Feed Item."
"description": "Feed Item description."
"link": "A JSON object representing the link attribute of the Feed Item."
"author": "The Feed Item's author."
"categories": "A JSON array representing the category names associated with the Feed Item."
"comments": "The url used to retrieve comments associated with this Feed."
"published": "The PubDate of this Feed Item."
"guid": "The RSS guide representing this Feed Item."
"content": "
item.
content > items > titleThe value of the item "title" element.
content > items > descriptionThe value of the item "description" element.
content > items > linkThe value of the item "link" element.
content > items > authorThe value of the item "author" element.
content > items > commentsThe value of the item "comments" element.  A URL where users can comment on the feed item.
content > items > publishedThe value of the item "pubDate" element.
content > items > guidThe value of the item "GUID" element.  A unique identifier for the feed item.
content > items > categoriesA JSON array of category names associated with the item.
content > items > contentA JSON object or array of objects
that contain
containing any links embedded in the
content
body of the
Feed Item."
The details of the content JSON object if the document was an Atom feed:
"type":
item.

(placeholder)

Attribute NameAttribute Value
content > type

Always "atom-feed".

content > titleThe value of the feed "title"
: "The HTML stripped title attribute of the feed."
"link": "
element, stripped of any HTML.
content > link

A JSON object representing the feed rel=alternate

link attribute

"link" element.

content > descriptionThe value of the feed
."
"description" element.
content > updatedThe value of the feed "updated"
: "The Update date of the Feed."
"categories": "A JSON array representing the category names
element.
content > generator

The value of the feed "generator" element.

content > authorsA JSON array of authors associated with the feed.
"
"generator": "The Feed Generator"
"authors": "
content > categoriesA JSON array of
objects representing the Feed's authors."
"items": "
category names associated with the feed.
content > itemsA JSON array of
Feed Items."
Each Atom feed item contains the following attributes:
"title": "The title attribute of the Feed Item."
"description": "Feed Item description."
"published": "The Published date of this Feed Item."
"updated": "The Updated date of this Feed Item."
"link": "
objects representing each feed item.
content > items > titleThe value of the item "title" element, stripped of any HTML.
content > items > descriptionThe value of the item "description" element.
content > items > linkA JSON object or array of objects representing the item rel=alternate
links in contained in this Feed Item."
"self": "
"link" elements.
content > items > selfA JSON object or array of objects representing the item rel=self
links in contained in this Feed Item."
"replies": "
"link" elements.
content > items > repliesA JSON object or array of objects representing the item rel=replies
links in contained in this Feed Item."
"authors": "
"link" elements.
content > items > authorsA JSON array of objects
representing
represeting the
Feed's
item authors.
content > items > publishedThe value of the item "published" element.
content > items > updatedThe value of the item "updated"
categories": "
element.
content > items > categoriesA JSON array
representing the
of category names associated with the
feed
item.
"
"content": "A JSON object that contains any links embedded in the content body of the Feed Item."
"content": "
content > items > contentA JSON object or array of objects
that contain
containing any links embedded in the
content
body of the
Feed Item
item.
"