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<CENTER><H2><FONT face=Arial,Helvetica>Data Traces on User-Generated Videos</FONT></H2></CENTER>
In this page,
we share our traces on user-generated videos for the wider community use.
Our traces include meta-information about videos from
<A href="http://www.youtube.com">YouTube</a>
and <A href="http://ucc.daum.net">Daum</a> services.
We provide snapshot of all videos in some of their video categories.
For more information on the traces,
please refer to our paper (linked at the bottom of this page).
<FONT face=Arial,Helvetica><H3>YouTube</H3></FONT>
<h4>YouTube Entertainment Category </h4>
<li>Format: <i>url | length | views | ratings | stars </i>
<li>Example: /watch?v=abc|01:30|100|5|4.0
<li>Description:
<br>Each line includes the meta-information of a video. The example above indicates that
the YouTube video
<i>http://www.youtube.com/watch?v=abc</i> is 1:30 or 90 seconds long (i.e. length) and
is viewed 100 times (i.e. views), while 5 users rated this video (i.e. ratings)
and the average score of rating is 4.0 (i.e. stars).
Some of the fields in our traces may be empty.
This indicates that the value is 0 (such as 0 ratings)
or the data collection of that field was not available.
<LI><A href="data/YoutubeEntDec212006.txt.gz">Download YouTube Ent Trace</a>
(collected at Dec 21, 2006, number of videos = 1,687,506)
<p>
<h4>YouTube Science & Technology (now called, Howto & DIY) Category </h4>
<li>Format: <i>url | upload_date | length | user_id | views1 | ratings1 | views2 | comments2 | favorited2 | ratings2 | stars2 | honors2 | links2 | related2</i>
<li>Example: watch?v=abcd1234567|January 16,
2007|01:30|mia|100|5|200|10|10|10|4.0|5|10 https://www.myspace.com/::13
https://www.blogspot.com|/watch?v=a /watch?v=b
<li>Description:
<br>Each line includes the meta-information of a video. This means that YouTube
video <i>http://www.youtube.com/watch?v=abcd1234567</i>, uploaded by user ID
mia, has length of 1:30 or 90 seconds.
The <i>views1, ratings1</i> field reflect the number of views and ratings
collected at January 15, 2007, which in this example are 100 and 5, respectively.
Then after a month at February 14, 2007, meta-information was collected for the
same set of videos. Second collection includes wider set of fields including
the number of views, comments, favorites, ratings, stars, honors, linking pages
and their clicks, and related videos. Linking videos have a format of
<i>clicks page_url</i>, concatenated by <i>::</i> sign. For instance, in the
example, 10 clicks were made from myspace.com web site and 13 clicks were made
from blogspot.com web site. Finally, <i>related2</i> shows the list of related
selected by YouTube. Note that both linking pages and related videos in our
trace only include those shown in the immediate page of the video.
<LI><A href="data/YoutubeSciJan162007.txt.gz">Download YouTube Sci Trace</a>
(collected at Jan 15, 2007 and then once more at Feb 14, 2007, number of videos
= 252,255)
<P><BR>
<FONT face=Arial,Helvetica><H3>Daum</H3></FONT>
<li>Format: <i>video_id | upload_date | length | user_id | recommended | views</i></li>
<li>Example: /ClipView.do?clipid=994690&type=chal|06.11.03|322|80757|3|267</li>
<li>Description:
<br/>Each line includes the meta-information of a video.
The example here indicates that Daum video
whose resource URI is <i>/ClipView.do?clipid=994690&type=chal</i>, uploaded by user whose is <i>80757</i>,
has runtime of 322 secs (5:22).
The <i>view</i> and <i>recommendation</i> fields show the number of views and recommendations
collected at April, 12, 2007, which in this exaple are 267 and 3, respectively.
<li><a href="data/Daum_Food_20070403.txt.gz">Download Daum Food Trace</a>
(collected at April 3, 2007, number of videos = 1,393)</li>
<li><a href="data/Daum_Travel_20070412.txt.gz">Download Daum Travel Trace</a>
(collected at April 12, 2007, number of videos = 9,295)</li>
<P><BR>
<FONT face=Arial,Helvetica><H3>Publication</H3></FONT>
Meeyoung Cha, Haewoon Kwak, Pablo Rodriguez, Yong-Yeol Ahn, and Sue Moon,
<A href="http://an.kaist.ac.kr/~mycha/docs/imc2007-cha.pdf">
I Tube, You Tube, Everybody Tubes: Analyzing the World's Largest User Generated
Content Video System,</a>
Proc. of ACM Internet Measurement Conference (IMC), San Diego, California, October 2007
<p><pre>@inproceedings{cha2007youtube,
author = "Meeyoung Cha and Haewoon Kwak and Pablo Rodriguez and Yong-Yeol Ahn and Sue Moon",
title = "{I Tube, You Tube, Everybody Tubes: Analyzing the World's Largest User Generated Content Video System}",
booktitle = {ACM Internet Measurement Conference},
year = {2007},
month = {October},
address = {San Diego, CA}
}