- Created by Chris Stephens, last modified on Jul 13, 2012
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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/
ARC Files - Raw Content
ARC files contain the full HTTP response & payload for all pages crawled.
Text Files - Text Only
Common Crawl also produces a series of text only files. These files take content returned as HTML or RSS, and strip out all but the visible text.
The textData file contains the full text content for any HTML content we crawl. This content includes the title tag of the HTML file, the contents of the description Meta tag if present, and finally the text content of the HTML file minus all HTML tags, and attributes. Again, we use the SequenceFile format to store this data, the data is keyed off of the source URL, and the generated file is usually a fifth of the size of the raw content. The purpose of this file is to allow the community to perform text analysis and perhaps indexing of the corpus without having to again incur the overhead of separating the text from the HTML tags and related metadata.
Metadata
The metadata file contains, for every URL crawled, Crawl Status (successfuy crawled or, if not, the reason why not), HTTP headers, text encoding, document md5, sim-hash if text content, and all links found in the document. Each link contains not only the related URL, but also the context for the link (tag type, attributes and text associated with the link). All of this information is encoded using JSON instead of a proprietary data structure, making it easily consumable by a host of languages and environments. This data is stored in a SequenceFile, making it easy to feed it into a Hadoop job, and is usually a fifth of the size of the comparable raw compressed content. Our hope is that by making metadata available in a convenient format, part of the community that is interested in building a graph of the Web will be able to do so without incurring the overhead,headache, and cost of processing raw content. Currently we emit metadata for only HTML and Feed (Atom and RSS) content. The JSON schema for the generated metadata can be found at the end of this post.
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Metadata File Format
The filename prefix for the metadata file is "metadata-". The metadata file is written out as a SequenceFile using GZIP compression. The Key and Value data types are TextBytes. They Key represents the source URL, and the Value represents the JSON encoded metadata for the source URL.
JSON Metadata Schema
Basic JSON data metadata attributes:
"attempt_time": "Time (unix time) for the crawl attempt." "disposition": "SUCCESS (if the crawler got a valid HTTP result) or FAILURE(if not)." "failure_reason": "Short (enumerated) reason why the crawl failed." "failure_detail": "More detail (if available) on why the crawl failed."
Extended JSON metadata attributes for urls that received a valid HTTP response:
"server_ip": "The IP Address of the HTTP Server that returned a successful HTTP response." "http_result": "The HTTP result code" "http_headers": "A JSON object consisting of the HTTP Header key/value pairs returned by the server." "redirect_from": "A JSON object representing the source of the final URL and document (if it originated via a redirect)." "content_len": "The content length, as advertised by the server" "mime_type": "The mime-type returned via the HTTP headers (stripped of charset)." "download_size": "The actual size of the downloaded content." "content_is_gzip": "Optional attribute that specifies that source content was gzip'd." "gunzip_content_len": "If the content was gzip'd, this is the decompressed length of the incoming content." "md5": "md5 hash of the incoming content." "charset_detected": "The charset that we detected for the download content." "charset_detector": "0 if from headers,1 if from Meta tags,2 if ICU detector used, 3 if Mozilla detector used, 10 if no match and ISO-8895-1 used." "text_simhash": "A 64 bit simhash of the text (UCS-2) content if document was a valid text type." "parsed_as": "html - if document was parsed as html document, feed - if document was parsed as an Atom or RSS feed." "content": "If the http response was 20x, as the document was parsed as html or a feed, the JSON object represent the document metadata."
The details of the content JSON object if the document was an HTML document:
"type": "html-doc" "title": "The document title (if present)." "meta_tags": "A JSON array of objects representing each Meta tag discovered by the parser." "links": "A JSON array of objects representing each Link discovered by the parser."
Link JSON object attributes:
"type": "a if anchor tag,area if area tag,frame if frame tag,iframe if iframe tag,script if
script tag,img if img tag, and link if link tag and no type attribute in link,
otherwise the value of type attribute of the link tag."
"href": "The url associated with the link."
"text": "The text contents of the anchor tag."
"[other attributes]": "Every other attribute in the original link tag gets
represented as a property/value pair in the JSON object."
The details of the content JSON object if the document was an RSS feed:
"type": "rss-feed" "title": "The title attribute of the feed." "link": "A JSON object representing the link attribute of the feed." "description": "Feed description" "updated": "Either LastBuildDate or PubDate, depending on which one is greater." "categories": "A JSON array representing the category names associated with the feed." "generator": "The Feed Generator" "ttl": "The TTL value if specified in the RSS Feed." "items": "A JSON array of 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": "A JSON object or array of objects that contain 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": "atom-feed" "title": "The HTML stripped title attribute of the feed." "link": "A JSON object representing the rel=alternate link attribute of the feed." "updated": "The Update date of the Feed." "categories": "A JSON array representing the category names associated with the feed." "generator": "The Feed Generator" "authors": "A JSON array of objects representing the Feed's authors." "items": "A 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": "A JSON object or array of objects representing the rel=alternate links in contained in this Feed Item." "self": "A JSON object or array of objects representing the rel=self links in contained in this Feed Item." "replies": "A JSON object or array of objects representing the rel=replies links in contained in this Feed Item." "authors": "A JSON array of objects representing the Feed's authors." "categories": "A JSON array representing the category names associated with the feed." "content": "A JSON object that contains any links embedded in the content body of the Feed Item." "content": "A JSON object or array of objects that contain any links embedded in the content body of the Feed Item."
The JSON data structure for a document that we failed to receive a valid HTTP response for:
{
"attempt_time": 1328296943586,
"disposition": "FAILURE",
"failure_reason": "RedirectFailed",
"failure_detail": "Alread Visited Redirect Location:http://www.amazon.com/Death-Winter-Star-Generation-Unnumbered/dp/074349721X"
}
A sample JSON data structure for an HTML Document:
{
"attempt_time": 1328296964112,
"disposition": "SUCCESS",
"server_ip": "98.139.126.20",
"http_result": 200,
"http_headers": {
"response": "HTTP/1.1 200 OK",
"date": "Fri, 03 Feb 2012 19:24:05 GMT",
"cache-control": "private",
"x-served-by": "www187.flickr.mud.yahoo.com",
"vary": "Accept-Encoding",
"content-type": "text/html; charset\u003dutf-8",
"age": "0",
"via": "HTTP/1.1 r46.ycpi.mud.yahoo.net (YahooTrafficServer/1.20.9 [cMsSf ]), HTTP/1.1 r22.ycpi.sp2.yahoo.net (YahooTrafficServer/1.20.9 [cMsSf ])",
"server": "YTS/1.20.9"
},
"content_len": 16092,
"mime_type": "text/html",
"download_size": 16092,
"content_is_gzip": true,
"gunzip_content_len": 71009
"md5": "b4da640c09a2704652bb36d7a519c71b",
"charset_detected": "UTF-8",
"charset_detector": 0,
"text_simhash": 9063827461659557026,
"parsed_as": "html",
"content": {
"type": "html-doc",
"title": "AdriiiiiV\u0027s photosets on Flickr",
"meta_tags": [
{
"name": "name",
"value": "Flickr is almost certainly the best online photo management and .."
}
..
],
"links": [
{
"type": "link",
"rel": "apple-touch-icon-precomposed",
"text": "",
"href": "http://www.flickr.com/apple-touch-icon.png"
},
{
"type": "script",
"text": "",
"href": "http://l.yimg.com/g/combo/1/3.4.0?j/yui/3.4.0/yui/yui-.E.A.vWNh4\u0026j/yui/3.4.0/.FN/.FN-.E.A.vWNh4"
},
...
}
A sample JSON data structure for an Atom Feed Document:
{
"attempt_time": 1328296939830,
"disposition": "SUCCESS",
"server_ip": "74.125.53.132",
"http_result": 200,
"http_headers": {
"response": "HTTP/1.1 200 OK",
"content-type": "text/xml; charset\u003dUTF-8",
"server": "GSE"
..
},
"content_len": 523871,
"mime_type": "text/xml",
"download_size": 523871,
"download_truncated": true,
"md5": "6145983cbc9787251736c3a90df86e65",
"charset_detected": "UTF-8",
"charset_detector": 0,
"text_simhash": 1373553292315487284,
"parsed_as": "feed",
"content": {
"type": "atom-feed",
"title": "Market Talk with Piranha",
"link": {
"type": "text/html",
"href": "http://marketstockwatch.blogspot.com/",
"rel": "alternate"
},
"authors": [
{
"name": "Chris Perruna",
"url": "http://www.blogger.com/profile/00976645165089898374"
}
],
"generator": "Blogger",
"updated": 1161695436039,
"categories": [],
"published": 1148076780000,
"items": [
{
"title": "My Latest Blog Entries",
"description": "",
"link": {
"type": "text/html",
"href": "http://marketstockwatch.blogspot.com/2007/01/my-latest-blog-entries.html",
"rel": "alternate",
"title": "My Latest Blog Entries"
},
"replies": [
{
"type": "application/atom+xml",
"href": "http://marketstockwatch.blogspot.com/feeds/1858788298009572369/comments/default",
"rel": "replies",
"title": "Post Comments"
},
{
"type": "text/html",
"href": "http://www.blogger.com/comment.g?blogID\u003d7434962\u0026postID\u003d1858788298009572369",
"rel": "replies",
"title": "19 Comments"
}
],
"self": {
"type": "application/atom+xml",
"href": "http://www.blogger.com/feeds/7434962/posts/default/1858788298009572369",
"rel": "self"
},
"authors": [
{
"name": "Chris Perruna",
"url": "http://www.blogger.com/profile/00976645165089898374"
}
],
"content": {
"type": "html-doc",
"links": [
{
"type": "a",
"text": "www.chrisperruna.com",
"href": "http://www.chrisperruna.com"
},
{
"type": "a",
"text": "Intercontinental Exchange (ICE) is HOT",
"href": "http://www.chrisperruna.com/2007/01/12/intercontinental-exchange-ice-is-hot/"
},
..
}
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