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	<title>Comments on: Manipulating Data: Analysis Techniques part 3</title>
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	<link>http://johnnyholland.org/2009/08/manipulating-data/</link>
	<description>It&#039;s all about interaction</description>
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		<title>By: Manipulating techniques &#124; Shouldwepatent</title>
		<link>http://johnnyholland.org/2009/08/manipulating-data/#comment-118380</link>
		<dc:creator>Manipulating techniques &#124; Shouldwepatent</dc:creator>
		<pubDate>Sat, 28 Jan 2012 19:52:16 +0000</pubDate>
		<guid isPermaLink="false">http://johnnyholland.org/?p=3150#comment-118380</guid>
		<description>[...] Manipulating Data: Analysis Techniques part 3 &#124; Johnny Holland [...]</description>
		<content:encoded><![CDATA[<p>[...] Manipulating Data: Analysis Techniques part 3 | Johnny Holland [...]</p>
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		<title>By: Daniel Szuc</title>
		<link>http://johnnyholland.org/2009/08/manipulating-data/#comment-108166</link>
		<dc:creator>Daniel Szuc</dc:creator>
		<pubDate>Tue, 11 Aug 2009 09:56:58 +0000</pubDate>
		<guid isPermaLink="false">http://johnnyholland.org/?p=3150#comment-108166</guid>
		<description>Great reading!

One of the fun and challenging parts of data analysis is knowing where/how to &quot;group your data&quot; - starting with groups can help, but sometimes it can box your thinking. I  enjoy allowing the data to naturally show me the groups or insights to help present the results forward.

Also think its important to give yourself at least a day between analysis and reporting sessions to let the thinking settle.

Good stuff.</description>
		<content:encoded><![CDATA[<p>Great reading!</p>
<p>One of the fun and challenging parts of data analysis is knowing where/how to &#8220;group your data&#8221; &#8211; starting with groups can help, but sometimes it can box your thinking. I  enjoy allowing the data to naturally show me the groups or insights to help present the results forward.</p>
<p>Also think its important to give yourself at least a day between analysis and reporting sessions to let the thinking settle.</p>
<p>Good stuff.</p>
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		<title>By: links for 2009-08-11 &#124; burningCat</title>
		<link>http://johnnyholland.org/2009/08/manipulating-data/#comment-108165</link>
		<dc:creator>links for 2009-08-11 &#124; burningCat</dc:creator>
		<pubDate>Tue, 11 Aug 2009 08:05:06 +0000</pubDate>
		<guid isPermaLink="false">http://johnnyholland.org/?p=3150#comment-108165</guid>
		<description>[...] Manipulating Data: Analysis Techniques part 3 (tags: research) [...]</description>
		<content:encoded><![CDATA[<p>[...] Manipulating Data: Analysis Techniques part 3 (tags: research) [...]</p>
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		<title>By: Jussi Pasanen</title>
		<link>http://johnnyholland.org/2009/08/manipulating-data/#comment-108164</link>
		<dc:creator>Jussi Pasanen</dc:creator>
		<pubDate>Tue, 11 Aug 2009 01:26:08 +0000</pubDate>
		<guid isPermaLink="false">http://johnnyholland.org/?p=3150#comment-108164</guid>
		<description>Hi Steve, great article!

These points you&#039;re making really resonate with my thinking:
- &quot;Much of the rearranging we do is exploratory&quot;
- &quot;Manipulation encourages exploration&quot;
- &quot;Greatest challenge .. is a tendency to settle on the first arrangement&quot;

Curiously enough, our digital tools should allow infinite iterations seem to get in the way of exploratory rearranging. Let&#039;s say you&#039;ve done your card sorting and plugged all that data into Visio to start working on a new website structure. How tedious is it to try different versions of it??

It seems that diagramming tools specifically invite you polish the look and style of your deliverable (neatly aligned boxes and labels, uniform line widths, pretty colours anyone?), and once you&#039;ve invested in the visuals it&#039;s hard to thrash the structure and start all over again.

Which brings me to my shameless plug. We at Volkside have created a &lt;a href=&quot;http://www.volkside.com/tools/naview/&quot; rel=&quot;nofollow&quot;&gt;navigation preview tool for rapid IA prototyping called Naview&lt;/a&gt;. It helps information architects design and visualise a new navigational structure.

It&#039;s meant to be used more as a design tool rather than as an analysis tool but the whole concept is based on iterations and being able to rearrange &amp; manipulate the structure quickly and efficiently. Obviously there&#039;s heaps more to information architecture than just running card sorts and creating sitemaps but we&#039;re hoping Naview will help IA&#039;s &#039;bridge&#039; these two common activities easier.

Cheers, &lt;a href=&quot;http://twitter.com/jopas&quot; rel=&quot;nofollow&quot;&gt;Jussi&lt;/a&gt;</description>
		<content:encoded><![CDATA[<p>Hi Steve, great article!</p>
<p>These points you&#8217;re making really resonate with my thinking:<br />
- &#8220;Much of the rearranging we do is exploratory&#8221;<br />
- &#8220;Manipulation encourages exploration&#8221;<br />
- &#8220;Greatest challenge .. is a tendency to settle on the first arrangement&#8221;</p>
<p>Curiously enough, our digital tools should allow infinite iterations seem to get in the way of exploratory rearranging. Let&#8217;s say you&#8217;ve done your card sorting and plugged all that data into Visio to start working on a new website structure. How tedious is it to try different versions of it??</p>
<p>It seems that diagramming tools specifically invite you polish the look and style of your deliverable (neatly aligned boxes and labels, uniform line widths, pretty colours anyone?), and once you&#8217;ve invested in the visuals it&#8217;s hard to thrash the structure and start all over again.</p>
<p>Which brings me to my shameless plug. We at Volkside have created a <a href="http://www.volkside.com/tools/naview/" rel="nofollow">navigation preview tool for rapid IA prototyping called Naview</a>. It helps information architects design and visualise a new navigational structure.</p>
<p>It&#8217;s meant to be used more as a design tool rather than as an analysis tool but the whole concept is based on iterations and being able to rearrange &amp; manipulate the structure quickly and efficiently. Obviously there&#8217;s heaps more to information architecture than just running card sorts and creating sitemaps but we&#8217;re hoping Naview will help IA&#8217;s &#8216;bridge&#8217; these two common activities easier.</p>
<p>Cheers, <a href="http://twitter.com/jopas" rel="nofollow">Jussi</a></p>
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		<title>By: Joan Vermette</title>
		<link>http://johnnyholland.org/2009/08/manipulating-data/#comment-108163</link>
		<dc:creator>Joan Vermette</dc:creator>
		<pubDate>Mon, 10 Aug 2009 14:01:02 +0000</pubDate>
		<guid isPermaLink="false">http://johnnyholland.org/?p=3150#comment-108163</guid>
		<description>If you have the resources, another way around the conclusion-jumping problem is to have different stakeholders in isolation do their own first cut of rearranging - or have small teams do it, or your other colleagues if they&#039;re sufficiently familiar with the business context.  Juxtaposing other people&#039;s thin-slicing with your own can jolt you out of your complacency and help you see the data in a different light.</description>
		<content:encoded><![CDATA[<p>If you have the resources, another way around the conclusion-jumping problem is to have different stakeholders in isolation do their own first cut of rearranging &#8211; or have small teams do it, or your other colleagues if they&#8217;re sufficiently familiar with the business context.  Juxtaposing other people&#8217;s thin-slicing with your own can jolt you out of your complacency and help you see the data in a different light.</p>
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		<title>By: Nick</title>
		<link>http://johnnyholland.org/2009/08/manipulating-data/#comment-108162</link>
		<dc:creator>Nick</dc:creator>
		<pubDate>Mon, 10 Aug 2009 11:47:36 +0000</pubDate>
		<guid isPermaLink="false">http://johnnyholland.org/?p=3150#comment-108162</guid>
		<description>Hi Steve, great article.
Spot on with your point about not settling for the first pattern you see in the data.
Once you&#039;ve rearranged the stickie notes, it IS hard to see another pattern.
A while back I was given some great advice by an affinity sorter extraordinaire, to help tackle &#039;conclusion jumping&#039;
The advice:
When surrounded by a few hundred freshly pulled sticky notes ...Don&#039;t be tempted to start moving them around. Leave them where they are and make duplicates. Sort the duplicates.
Sounds like extra work upfront, but keeping the initial &#039;unsorted&#039; set of data visually accessible makes it possible to see fresh patterns amongst the randomness.

Keep up the good work.</description>
		<content:encoded><![CDATA[<p>Hi Steve, great article.<br />
Spot on with your point about not settling for the first pattern you see in the data.<br />
Once you&#8217;ve rearranged the stickie notes, it IS hard to see another pattern.<br />
A while back I was given some great advice by an affinity sorter extraordinaire, to help tackle &#8216;conclusion jumping&#8217;<br />
The advice:<br />
When surrounded by a few hundred freshly pulled sticky notes &#8230;Don&#8217;t be tempted to start moving them around. Leave them where they are and make duplicates. Sort the duplicates.<br />
Sounds like extra work upfront, but keeping the initial &#8216;unsorted&#8217; set of data visually accessible makes it possible to see fresh patterns amongst the randomness.</p>
<p>Keep up the good work.</p>
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		<title>By: Twitted by docbaty</title>
		<link>http://johnnyholland.org/2009/08/manipulating-data/#comment-108161</link>
		<dc:creator>Twitted by docbaty</dc:creator>
		<pubDate>Mon, 10 Aug 2009 11:07:59 +0000</pubDate>
		<guid isPermaLink="false">http://johnnyholland.org/?p=3150#comment-108161</guid>
		<description>[...] This post was Twitted by docbaty [...]</description>
		<content:encoded><![CDATA[<p>[...] This post was Twitted by docbaty [...]</p>
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	<item>
		<title>By: Manipulating Data: Analysis Techniques part 3 &#124; Adobe Tutorials</title>
		<link>http://johnnyholland.org/2009/08/manipulating-data/#comment-108160</link>
		<dc:creator>Manipulating Data: Analysis Techniques part 3 &#124; Adobe Tutorials</dc:creator>
		<pubDate>Mon, 10 Aug 2009 11:05:43 +0000</pubDate>
		<guid isPermaLink="false">http://johnnyholland.org/?p=3150#comment-108160</guid>
		<description>[...] The ability to “play with the data” is a critical capability in analysis.  Continued here: Manipulating Data: Analysis Techniques part 3 [...]</description>
		<content:encoded><![CDATA[<p>[...] The ability to “play with the data” is a critical capability in analysis.  Continued here: Manipulating Data: Analysis Techniques part 3 [...]</p>
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