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	<title>Zachernuk.com &#187; stats</title>
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	<description>The desk of Brandel Zachernuk</description>
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		<title>Statistical analysis for &#8220;You Wouldn&#8217;t!&#8221;</title>
		<link>http://www.zachernuk.com/2012/01/23/statistical-analysis-for-you-wouldnt/</link>
		<comments>http://www.zachernuk.com/2012/01/23/statistical-analysis-for-you-wouldnt/#comments</comments>
		<pubDate>Mon, 23 Jan 2012 12:17:06 +0000</pubDate>
		<dc:creator>Brandel Zachernuk</dc:creator>
				<category><![CDATA[analytics]]></category>
		<category><![CDATA[application]]></category>
		<category><![CDATA[analysis]]></category>
		<category><![CDATA[copyright]]></category>
		<category><![CDATA[meta]]></category>
		<category><![CDATA[piracy]]></category>
		<category><![CDATA[stats]]></category>
		<category><![CDATA[you wouldn't]]></category>
		<category><![CDATA[youwouldnt]]></category>

		<guid isPermaLink="false">http://www.zachernuk.com/?p=1181</guid>
		<description><![CDATA[I launched You Wouldn&#8217;t in September last year, and the response has been really interesting on two levels- first as a platform for people to have fun with, but  then I have been having fun playing with the statistics associated with the site. You can check them out here. The first day it was publicly [...]]]></description>
			<content:encoded><![CDATA[<p>I launched <a href="http://youwouldnt.co.nz">You Wouldn&#8217;t</a> in September last year, and the response has been really interesting on two levels- first as a platform for people to have fun with, but  then I have been having fun playing with the statistics associated with the site. You can <a href="http://youwouldnt.co.nz/stats">check them out here</a>.</p>
<p><a href="http://youwouldnt.co.nz/stats"><img class="alignnone size-full wp-image-1182" title="statsy" src="http://www.zachernuk.com/wp-content/2012/01/statsy.png" alt="" width="369" height="354" /></a></p>
<p>The first day it was publicly announced it was linked on Reddit, and it ended up getting 1,600 visitors who collectively viewed  <em>twenty-eight thousand</em> pages.   By the end of the night, though, the system that had been used to manage it  had been overcome by a malicious script and the flow of the experience had been destroyed.  Over the next weekend my friend <a href="http://aidan.rfm.co.nz/blog/">Aidan </a>and I rebuilt a tighter  system using a database. It meant that we could limit the speed that people posted at, but that meant we could also tell <em>who </em>posted them. From there we decided that we could also let people vote on which posts they liked.</p>
<p>While the site lost the initial momentum from the exploit, the improved system captured people&#8217;s attention. In the four months it has been online, it has had 3,600 visits, but shown 55,000 pages and the average visitor stays on the site for five minutes. By comparison the average visit on a website is seven seconds &#8211; it&#8217;s hard to overstate how distracted the average internet user is.</p>
<p>The data that I needed to collect to make the system work also makes for intriguing analysis. With individual ratings you can see which posts are the most popular and which are the most contentious. You can compare the score distribution of all the posts with the subset containing a specific keywords. At present the corpus of data is relatively small so it&#8217;s hard to determine clear trends. I&#8217;m hoping to expand the system to other places to see how they vary. It&#8217;s going to be interesting!</p>
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		<slash:comments>2</slash:comments>
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		<title>Prelude to the Youtuber</title>
		<link>http://www.zachernuk.com/2008/10/28/prelude-to-the-youtuber/</link>
		<comments>http://www.zachernuk.com/2008/10/28/prelude-to-the-youtuber/#comments</comments>
		<pubDate>Tue, 28 Oct 2008 11:31:36 +0000</pubDate>
		<dc:creator>Brandel Zachernuk</dc:creator>
				<category><![CDATA[analytics]]></category>
		<category><![CDATA[youtuber]]></category>
		<category><![CDATA[comments]]></category>
		<category><![CDATA[social]]></category>
		<category><![CDATA[stats]]></category>
		<category><![CDATA[web 2.0]]></category>
		<category><![CDATA[youtube]]></category>

		<guid isPermaLink="false">http://www.zachernuk.com/?p=83</guid>
		<description><![CDATA[People talk a lot of trash about youtube comments. People often accuse it of any or all of the three following things: They&#8217;re stupid, They&#8217;re repetitive, There are too many of them. The first two accusations are reasonable &#8211; there are a lot of stupid comments out there, and they are very repetitive.  They are [...]]]></description>
			<content:encoded><![CDATA[<p>People talk a lot of trash about youtube comments. People often accuse it of any or all of the three following things:</p>
<li>They&#8217;re stupid,</li>
<li>They&#8217;re repetitive,</li>
<li>There are too many of them.</li>
<p>The first two accusations are reasonable &#8211; there are a <em>lot</em> of stupid comments out there, and they are very repetitive.  They are so hated by some that someone has developed a Firefox Add-on that will <a title="Comment Snob" href="https://addons.mozilla.org/en-US/firefox/addon/7115" target="_blank">strip comments out of the page before you can even be offended by them</a>.  On the other hand, though, <em>people</em> are very stupid and repetitive.  There&#8217;s often a surprising honesty to the statements that people make on youtube. It is <a href="http://andrewchen.typepad.com/andrew_chens_blog/2007/12/public-and-priv.html" target="_blank">suggested</a> that the monumental scale of the youtube &#8216;community&#8217; means that individuals are effectively anonymous, which liberates users from any self-censorship that would occur from fear of shame or other punishment.  It&#8217;s not all honesty, since people are more likely to be offensive if they know they can get away with it, but it&#8217;s a refreshingly different place to look for views and opinions in.</p>
<p>So while they may be stupid, they&#8217;re still worth looking at.  The issue of quantity is more of a practical issue, though.  For example, I keep tabs on  a video called <a href="http://www.youtube.com/watch?v=ysTmUTQ5wZE" target="_blank">&#8220;The Most Pathetic Baby Panda Ever&#8221;</a>. It has almost 5 million views and 15,500 comments.   Even if you only dedicated 5 seconds to each comment, you have to spend over 21 hours studying them. The Evolution Of Dance has almost 250,000 comments -   almost two weeks&#8217; worth of study.  While they&#8217;re interesting, they&#8217;re not <em>that</em> interesting.</p>
<p>Conveniently, though, this is exactly the kind of thing that the study of data mining is supposed to deal with.  In addition, the fact that the comments appear to be stupid (or simple,) and highly repetitive works in our favour. The first question I would try to ask of these comments is &#8220;what&#8217;s a typical comment?&#8221;  and toward that end, I have created the <a href="http://www.zachernuk.com/Youtuber" target="_blank">Youtuber.</a></p>
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