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	<title>Naman's Weblog on Analytics &#187; Google Analytics: What it is</title>
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		<title>Naman's Weblog on Analytics &#187; Google Analytics: What it is</title>
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		<title>The hotel problem</title>
		<link>http://b000b000b000.wordpress.com/2008/05/16/the-hotel-problem/</link>
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		<pubDate>Fri, 16 May 2008 11:04:08 +0000</pubDate>
		<dc:creator>a000a000a000</dc:creator>
				<category><![CDATA[Google Analytics: What it is]]></category>
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		<category><![CDATA[New visitors + repeat visitors unequal to total visitor]]></category>

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		<description><![CDATA[New visitors + repeat visitors unequal to total visitors

 
<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=b000b000b000.wordpress.com&blog=3737858&post=4&subd=b000b000b000&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p class="MsoNormal" style="margin:0;"><span style="font-size:8pt;">A very famous problem in analytics. It deals with the problem of the cumulative total of unique visitor, per day of the month not adding up to the total number of unique visitors that month. It has baffled the new analytics professionals for a long time and probably is the first problem that is encountered, by a new analytics professional.</span></p>
<p class="MsoNormal" style="margin:0;"><span style="font-size:8pt;">An inexperienced user may tend to take it as an anomaly with the software and the </span></p>
<p><span style="font-size:8pt;">The way to picture the situation is by imagining a hotel. The hotel has two rooms (Room A and Room B).</span></p>
<table class="MsoNormalTable" border="1" cellspacing="0" cellpadding="0">
<tbody>
<tr>
<td style="background-color:transparent;border:#f1f3f8;padding:3pt;">
<p class="MsoNormal" style="margin:0;"><span style="font-size:8pt;"> </span></p>
</td>
<td style="background-color:transparent;border:#f1f3f8;padding:3pt;">
<p class="MsoNormal" style="margin:0;"><span style="font-size:8pt;">Day 1</span></p>
</td>
<td style="background-color:transparent;border:#f1f3f8;padding:3pt;">
<p class="MsoNormal" style="margin:0;"><span style="font-size:8pt;">Day 2</span></p>
</td>
<td style="background-color:transparent;border:#f1f3f8;padding:3pt;">
<p class="MsoNormal" style="margin:0;"><span style="font-size:8pt;">Day 3</span></p>
</td>
<td style="background-color:transparent;border:#f1f3f8;padding:3pt;">
<p class="MsoNormal" style="margin:0;"><span style="font-size:8pt;">Total</span></p>
</td>
</tr>
<tr>
<td style="background-color:transparent;border:#f1f3f8;padding:3pt;">
<p class="MsoNormal" style="margin:0;"><span style="font-size:8pt;">Room A</span></p>
</td>
<td style="background-color:transparent;border:#f1f3f8;padding:3pt;">
<p class="MsoNormal" style="margin:0;"><span style="font-size:8pt;">John</span></p>
</td>
<td style="background-color:transparent;border:#f1f3f8;padding:3pt;">
<p class="MsoNormal" style="margin:0;"><span style="font-size:8pt;">John</span></p>
</td>
<td style="background-color:transparent;border:#f1f3f8;padding:3pt;">
<p class="MsoNormal" style="margin:0;"><span style="font-size:8pt;">Jane</span></p>
</td>
<td style="background-color:transparent;border:#f1f3f8;padding:3pt;">
<p class="MsoNormal" style="margin:0;"><span style="font-size:8pt;">2 Unique Users</span></p>
</td>
</tr>
<tr>
<td style="background-color:transparent;border:#f1f3f8;padding:3pt;">
<p class="MsoNormal" style="margin:0;"><span style="font-size:8pt;">Room B</span></p>
</td>
<td style="background-color:transparent;border:#f1f3f8;padding:3pt;">
<p class="MsoNormal" style="margin:0;"><span style="font-size:8pt;">Mark</span></p>
</td>
<td style="background-color:transparent;border:#f1f3f8;padding:3pt;">
<p class="MsoNormal" style="margin:0;"><span style="font-size:8pt;">Jane</span></p>
</td>
<td style="background-color:transparent;border:#f1f3f8;padding:3pt;">
<p class="MsoNormal" style="margin:0;"><span style="font-size:8pt;">Mark</span></p>
</td>
<td style="background-color:transparent;border:#f1f3f8;padding:3pt;">
<p class="MsoNormal" style="margin:0;"><span style="font-size:8pt;">2 Unique Users</span></p>
</td>
</tr>
<tr>
<td style="background-color:transparent;border:#f1f3f8;padding:3pt;">
<p class="MsoNormal" style="margin:0;"><span style="font-size:8pt;">Total</span></p>
</td>
<td style="background-color:transparent;border:#f1f3f8;padding:3pt;">
<p class="MsoNormal" style="margin:0;"><span style="font-size:8pt;">2</span></p>
</td>
<td style="background-color:transparent;border:#f1f3f8;padding:3pt;">
<p class="MsoNormal" style="margin:0;"><span style="font-size:8pt;">2</span></p>
</td>
<td style="background-color:transparent;border:#f1f3f8;padding:3pt;">
<p class="MsoNormal" style="margin:0;"><span style="font-size:8pt;">2</span></p>
</td>
<td style="background-color:transparent;border:#f1f3f8;padding:3pt;">
<p class="MsoNormal" style="margin:0;"><span style="font-size:8pt;"> ?</span></p>
</td>
</tr>
</tbody>
</table>
<p class="MsoNormal" style="margin:0;"><span style="font-size:8pt;"> </span></p>
<p class="MsoNormal" style="margin:0;"><span style="font-size:8pt;"> </span></p>
<p class="MsoNormal" style="margin:0;"><span style="font-size:8pt;">Thus there is a concept which is as follows:</span></p>
<p class="MsoNormal" style="margin:0;"><span class="mw-headline"><strong><span style="text-decoration:underline;"><span style="font-size:8pt;">New visitors + repeat visitors unequal to total visitors</span></span></strong></span></p>
<p class="MsoNormal" style="margin:0;"><span class="mw-headline"><strong><span style="text-decoration:underline;"><span style="font-size:8pt;"><span style="text-decoration:none;"> </span></span></span></strong></span></p>
<p><span style="font-size:8pt;">Another common misconception in web analytics is that the sum of the new visitors and the repeat visitors ought to be the total number of visitors. Again this becomes clear if the visitors are viewed as individuals on a small scale, but still causes a large number of complaints that analytics software cannot be working because of a failure to understand the metrics.</span></p>
<p><span style="font-size:8pt;">Here the culprit is the metric of a new visitor. There is really no such thing as a new visitor when you are considering a web site from an ongoing perspective. If a visitor makes their first visit on a given day and then returns to the web site on the same day they are both a new visitor and a repeat visitor for that day. So if we look at them as an individual which are they? The answer has to be both, so the definition of the metric is at fault.</span></p>
<p><span style="font-size:8pt;">A new visitor is not an individual; it is a fact of the web measurement. For this reason it is easiest to conceptualize the same facet as a first visit (or first session). This resolves the conflict and so removes the confusion. Nobody expects the number of first visits to add to the number of repeat visitors to give the total number of visitors. The metric will have the same number as the new visitors, but it is clearer that it will not add in this fashion.</span></p>
<p><span style="font-size:8pt;">On the day in question there was a first visit made by our chosen individual. There was also a repeat visit made by the same individual. The number of first visits and the number of repeat visits will add up to the total number of visits for that day.</span></p>
<p><em><span style="text-decoration:underline;"><span style="font-size:8pt;">Some related links on www.wikipedia.com</span></span></em></p>
<ul type="disc">
<li class="MsoNormal"><span style="font-size:8pt;"><a title="Web log analysis software" href="http://en.wikipedia.org/wiki/Web_log_analysis_software">Web log analysis software</a> </span></li>
<li class="MsoNormal"><span style="font-size:8pt;"><a title="Web bug" href="http://en.wikipedia.org/wiki/Web_bug">Web bug</a> </span></li>
<li class="MsoNormal"><span style="font-size:8pt;"><a title="Business Intelligence" href="http://en.wikipedia.org/wiki/Business_Intelligence">Business Intelligence</a> </span></li>
<li class="MsoNormal"><span style="font-size:8pt;"><a title="Customer engagement" href="http://en.wikipedia.org/wiki/Customer_engagement">Customer engagement</a> </span></li>
<li class="MsoNormal"><span style="font-size:8pt;"><a title="Win-loss analytics" href="http://en.wikipedia.org/wiki/Win-loss_analytics">Win-loss analytics</a> </span></li>
<li class="MsoNormal"><span style="font-size:8pt;"><a title="Emetrics Summit" href="http://en.wikipedia.org/wiki/Emetrics_Summit">Emetrics Summit</a> </span></li>
<li class="MsoNormal"><span style="font-size:8pt;"><a title="Path analysis (computing)" href="http://en.wikipedia.org/wiki/Path_analysis_%28computing%29">Path analysis</a></span></li>
</ul>
<ul type="disc">
<li class="MsoNormal"><span style="font-size:8pt;"><a title="http://www.ga-experts.co.uk/web-data-sources.pdf" href="http://www.ga-experts.co.uk/web-data-sources.pdf">Web Traffic Data Sources and Vendor Comparison</a> by GA Experts </span></li>
</ul>
<ul type="disc">
<li class="MsoNormal"><cite><span style="font-size:8pt;">Naor, Moni; Pinkas, Benny (1998). &#8220;<a title="http://www.wisdom.weizmann.ac.il/%7Enaor/PAPERS/meter_abs.html" href="http://www.wisdom.weizmann.ac.il/%7Enaor/PAPERS/meter_abs.html">Secure and Efficient Metering</a>&#8220;. </span></cite><cite><span style="font-size:8pt;">Advances in Cryptology &#8211; EUROCRYPT 1998: International Conference on the Theory and application of Cryptographic Techniques</span></cite><cite><span style="font-size:8pt;">. Retrieved on <a title="2007" href="http://en.wikipedia.org/wiki/2007">2007</a>-<a title="December 27" href="http://en.wikipedia.org/wiki/December_27">12-27</a>.</span></cite><span title="ctx_ver=Z39.88-2004&amp;rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&amp;rft.genre=proceeding&amp;rft.btitle=Advances+in+Cryptology+-+EUROCRYPT+1998%3A+International+Conference+on+the+Theory+and+application+of+Cryptographic+Techniques&amp;rft.atitle=Secure+and+Efficient+Metering&amp;rft.aulast=Naor&amp;rft.aufirst=Moni&amp;rft.date=1998&amp;rft_id=http%3A%2F%2Fwww.wisdom.weizmann.ac.il%2F%257Enaor%2FPAPERS%2Fmeter_abs.html"><span class="z3988"><span style="font-size:8pt;"> </span></span></span><span style="font-size:8pt;"> </span></li>
</ul>
<ul type="disc">
<li class="MsoNormal"><cite><span style="font-size:8pt;">Naor, Moni; Pinkas, Benny (April 14-18, 1998). &#8220;<a title="http://www.pinkas.net/PAPERS/www7paper/p336.htm" href="http://www.pinkas.net/PAPERS/www7paper/p336.htm">Secure Accounting and Auditing on the Web</a>&#8220;. </span></cite><cite><span style="font-size:8pt;">Seventh International World-Wide Web (WWW) Conference, 1998</span></cite><cite><span style="font-size:8pt;">. Retrieved on <a title="2007" href="http://en.wikipedia.org/wiki/2007">2007</a>-<a title="December 27" href="http://en.wikipedia.org/wiki/December_27">12-27</a>.</span></cite><span title="ctx_ver=Z39.88-2004&amp;rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&amp;rft.genre=proceeding&amp;rft.btitle=Seventh+International+World-Wide+Web+%28WWW%29+Conference%2C+1998&amp;rft.atitle=Secure+Accounting+and+Auditing+on+the+Web&amp;rft.aulast=Naor&amp;rft.aufirst=Moni&amp;rft.date=April+14-18%2C+1998&amp;rft_id=http%3A%2F%2Fwww.pinkas.net%2FPAPERS%2Fwww7paper%2Fp336.htm"><span class="z3988"><span style="font-size:8pt;"> </span></span></span><span style="font-size:8pt;"> </span></li>
</ul>
<ul type="disc">
<li class="MsoNormal"><cite><span style="font-size:8pt;">Franklin, Matthew; Malkhi, Dahlia (<a title="1998" href="http://en.wikipedia.org/wiki/1998">1998</a>). &#8220;<a title="http://research.microsoft.com/~dalia/pubs/meter-ftp.ps" href="http://research.microsoft.com/~dalia/pubs/meter-ftp.ps">Auditable Metering with Lightweight Security</a>&#8221; (<a title="PostScript" href="http://en.wikipedia.org/wiki/PostScript">PostScript</a>). </span></cite><cite><span style="font-size:8pt;">Journal of Computer Security, 1998</span></cite><cite><span style="font-size:8pt;"> <strong>6</strong> (4): 237-256. Retrieved on <a title="2007" href="http://en.wikipedia.org/wiki/2007">2007</a>-<a title="December 27" href="http://en.wikipedia.org/wiki/December_27">12-27</a>.</span></cite><span title="ctx_ver=Z39.88-2004&amp;rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&amp;rft.genre=article&amp;rft.atitle=Auditable+Metering+with+Lightweight+Security&amp;rft.jtitle=Journal+of+Computer+Security%2C+1998&amp;rft.date=%5B%5B1998%5D%5D&amp;rft.volume=6&amp;rft.issue=4&amp;rft.aulast=Franklin&amp;rft.aufirst=Matthew&amp;rft.pages=237-256&amp;rft_id=http%3A%2F%2Fresearch.microsoft.com%2F%7Edalia%2Fpubs%2Fmeter-ftp.ps"><span class="z3988"><span style="display:none;font-size:8pt;"> </span></span></span><span style="font-size:8pt;"> </span></li>
</ul>
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		<title>What the hell is Google Analytics?</title>
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		<pubDate>Thu, 15 May 2008 21:21:32 +0000</pubDate>
		<dc:creator>a000a000a000</dc:creator>
				<category><![CDATA[Google Analytics: What it is]]></category>
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		<guid isPermaLink="false">http://b000b000b000.wordpress.com/?p=3</guid>
		<description><![CDATA[Well, according to www.wikipedia.com, it is a free service which is offered by Google, that generates detailed statistics about the visitors to the website. <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=b000b000b000.wordpress.com&blog=3737858&post=3&subd=b000b000b000&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p><span style="font-size:8pt;color:#000000;"><img style="vertical-align:top;" src="http://farm1.static.flickr.com/197/503530844_bd2565de8c.jpg?v=0" alt="google analytics logo" width="420" height="84" /></span></p>
<p> </p>
<p>_uacct = &#8220;UA-4428128-1&#8243;;<br />
urchinTracker();</p>
<p><span style="font-size:8pt;color:#000000;"><img style="vertical-align:middle;" src="http://www.noscope.com/media/analytics.jpg" alt="google analytics logo" width="530" height="561" /></span></p>
<p><span style="font-size:8pt;color:#000000;">Well, according to <a href="http://www.wikipedia.com"><span class="mceitemhiddenspellword1">www</span><span class="mceitemhidden">.</span><span class="mceitemhiddenspellword1">wikipedia</span><span class="mceitemhidden">.com</span></a><span class="mceitemhidden">, it is a free service which is offered by </span><span class="mceitemhiddenspellword1">Google</span><span class="mceitemhidden">, that generates detailed statistics about the visitors to the website. Here is the </span><a title="Google Analytics on Wikipedia" href="http://en.wikipedia.org/wiki/Google_Analytics" target="_blank">link</a>!</span></p>
<p><span style="font-size:8pt;">Its main highlight is that a <a title="Webmaster" href="http://en.wikipedia.org/wiki/Webmaster">webmaster</a> can optimize <a title="AdWords" href="http://en.wikipedia.org/wiki/AdWords">AdWords</a> advertisement and marketing campaigns through the use of GA&#8217;s analysis of where the visitors came from, how long they stayed on the website and their geographical position.</span></p>
<p><span style="font-size:8pt;">Users can define and track <a title="Conversion (marketing)" href="http://en.wikipedia.org/wiki/Conversion_%28marketing%29">conversions</a>, or goals. Goals might include sales, lead generation, viewing a specific page, or downloading a particular file. By using this tool, marketers can determine which ads are performing, and which are not, as well as find unexpected sources of quality visitors.</span></p>
<p><span style="font-size:8pt;">Google&#8217;s service was modeled upon <a title="Urchin Software Corporation" href="http://en.wikipedia.org/wiki/Urchin_Software_Corporation">Urchin Software Corporation</a>&#8217;s analytics system, <a title="Urchin (software)" href="http://en.wikipedia.org/wiki/Urchin_%28software%29">Urchin on Demand</a> (Google acquired Urchin Software Corp. in <a title="April 2005" href="http://en.wikipedia.org/wiki/April_2005">April 2005</a>). Google still sells the standalone installable Urchin software through a network of <a title="Value-added reseller" href="http://en.wikipedia.org/wiki/Value-added_reseller">value-added resellers</a>; Urchin customers complained that support for and development of the standalone product languished after the Google acquisition, although a new release entered beta testing in October 2007<sup><a href="http://en.wikipedia.org/wiki/Google_Analytics#cite_note-0#cite_note-0">[1]</a></sup>. The system also brings ideas from Adaptive Path, whose product, Measure Map, was acquired and renamed to Google Analytics in 2006.</span></p>
<p> </p>
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