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	<title>Comments on: Visual numeracy for collective survival</title>
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	<link>http://blog.jonudell.net/2008/11/18/visual-numeracy-for-collective-survival/</link>
	<description>Strategies for Internet citizens</description>
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		<title>By: Magicmike</title>
		<link>http://blog.jonudell.net/2008/11/18/visual-numeracy-for-collective-survival/#comment-126031</link>
		<dc:creator><![CDATA[Magicmike]]></dc:creator>
		<pubDate>Mon, 01 Dec 2008 15:30:26 +0000</pubDate>
		<guid isPermaLink="false">http://jonudell.wordpress.com/?p=834#comment-126031</guid>
		<description><![CDATA[@Tony:

You said &quot;No more&quot;.

Please - more! This is very useful.]]></description>
		<content:encoded><![CDATA[<p>@Tony:</p>
<p>You said &#8220;No more&#8221;.</p>
<p>Please &#8211; more! This is very useful.</p>
]]></content:encoded>
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		<title>By: Jon Udell</title>
		<link>http://blog.jonudell.net/2008/11/18/visual-numeracy-for-collective-survival/#comment-125994</link>
		<dc:creator><![CDATA[Jon Udell]]></dc:creator>
		<pubDate>Mon, 24 Nov 2008 16:33:09 +0000</pubDate>
		<guid isPermaLink="false">http://jonudell.wordpress.com/?p=834#comment-125994</guid>
		<description><![CDATA[&quot;The thing that irritates me about the first visualization is that by visualizing some data you imply that the data is important. But visualizations, like statistics can lie.&quot;

They almost necessarily do lie, albeit often  unintentionally. 

An unintentional lie, pointed out by Kevin Wellenius:

http://blog.jonudell.net/2008/11/09/where-the-oil-comes-from-not-from-where-i-thought/#comment-125970

I omitted domestic production because the idea was to show imports. So U.S. should have been zero, but Virgin Islands counts as U.S. so its contribution shows up.

Perhaps the title should be Sources by Region, and the data should include U.S. production? In that case, the breakdown would be more like this:

North America 3506109 51.79%
Africa 980231 14.48%
Middle East 837841 12.38%

etc.

The ability to notice and correct these errors is one reason why it&#039;s so important to be able to do the visualization in an observable and interactive environment.

Another reason is the value of the discussions that can ensue. 

&quot;In fact, where the US gets its oil is almost completely irrelevant.&quot;

But the fact that many are surprised to learn where it mostly comes from -- for now -- is not. That misperception should absolutely not be explored in isolation, it should be linked to other relevant data -- e.g. reserves vs current imports. Such linkage has emerged from this conversation. 

We&#039;ve evolved the Internet into a medium for collaborative production and consumption of text, images, video, and audio. All I&#039;m saying here is that, for the same reasons, we want to evolve it into a medium for collaborative production and consumption of data and its analysis/visualization.]]></description>
		<content:encoded><![CDATA[<p>&#8220;The thing that irritates me about the first visualization is that by visualizing some data you imply that the data is important. But visualizations, like statistics can lie.&#8221;</p>
<p>They almost necessarily do lie, albeit often  unintentionally. </p>
<p>An unintentional lie, pointed out by Kevin Wellenius:</p>
<p><a href="http://blog.jonudell.net/2008/11/09/where-the-oil-comes-from-not-from-where-i-thought/#comment-125970" rel="nofollow">http://blog.jonudell.net/2008/11/09/where-the-oil-comes-from-not-from-where-i-thought/#comment-125970</a></p>
<p>I omitted domestic production because the idea was to show imports. So U.S. should have been zero, but Virgin Islands counts as U.S. so its contribution shows up.</p>
<p>Perhaps the title should be Sources by Region, and the data should include U.S. production? In that case, the breakdown would be more like this:</p>
<p>North America 3506109 51.79%<br />
Africa 980231 14.48%<br />
Middle East 837841 12.38%</p>
<p>etc.</p>
<p>The ability to notice and correct these errors is one reason why it&#8217;s so important to be able to do the visualization in an observable and interactive environment.</p>
<p>Another reason is the value of the discussions that can ensue. </p>
<p>&#8220;In fact, where the US gets its oil is almost completely irrelevant.&#8221;</p>
<p>But the fact that many are surprised to learn where it mostly comes from &#8212; for now &#8212; is not. That misperception should absolutely not be explored in isolation, it should be linked to other relevant data &#8212; e.g. reserves vs current imports. Such linkage has emerged from this conversation. </p>
<p>We&#8217;ve evolved the Internet into a medium for collaborative production and consumption of text, images, video, and audio. All I&#8217;m saying here is that, for the same reasons, we want to evolve it into a medium for collaborative production and consumption of data and its analysis/visualization.</p>
]]></content:encoded>
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	<item>
		<title>By: Tim</title>
		<link>http://blog.jonudell.net/2008/11/18/visual-numeracy-for-collective-survival/#comment-125983</link>
		<dc:creator><![CDATA[Tim]]></dc:creator>
		<pubDate>Sun, 23 Nov 2008 05:30:19 +0000</pubDate>
		<guid isPermaLink="false">http://jonudell.wordpress.com/?p=834#comment-125983</guid>
		<description><![CDATA[The thing that irritates me about the first visualization is that by visualizing some data you imply that the data is important. But visualizations, like statistics can lie.

In fact, where the US gets its oil is almost completely irrelevant. The oil market is a world market. The transportation costs are startlingly small but--all things being equal--it&#039;s easier to get oil from countries that are near you (and hard to get it from countries you don&#039;t trade with). 

The &quot;dangerous disconnect&quot; between American perception—the US is dependent on Middle Eastern oil—and the reality—we get a lot of our oil from Canada—is actually misunderstanding that is *healthier* than the misunderstanding the chart might lead one to take. 

Reading the chart one might imagine that, if the Middle East were plunged into a giant multi-state war, we&#039;d be basically fine. Of course, unless the United States invaded Canada--and Africa, yay!--and commandeered all the oil for US consumption, we&#039;d be in the grip of massive undersupply and a resulting rise in the price of oil.
It&#039;s also worth saying that reserve numbers have all sorts of spin on them...]]></description>
		<content:encoded><![CDATA[<p>The thing that irritates me about the first visualization is that by visualizing some data you imply that the data is important. But visualizations, like statistics can lie.</p>
<p>In fact, where the US gets its oil is almost completely irrelevant. The oil market is a world market. The transportation costs are startlingly small but&#8211;all things being equal&#8211;it&#8217;s easier to get oil from countries that are near you (and hard to get it from countries you don&#8217;t trade with). </p>
<p>The &#8220;dangerous disconnect&#8221; between American perception—the US is dependent on Middle Eastern oil—and the reality—we get a lot of our oil from Canada—is actually misunderstanding that is *healthier* than the misunderstanding the chart might lead one to take. </p>
<p>Reading the chart one might imagine that, if the Middle East were plunged into a giant multi-state war, we&#8217;d be basically fine. Of course, unless the United States invaded Canada&#8211;and Africa, yay!&#8211;and commandeered all the oil for US consumption, we&#8217;d be in the grip of massive undersupply and a resulting rise in the price of oil.<br />
It&#8217;s also worth saying that reserve numbers have all sorts of spin on them&#8230;</p>
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		<title>By: DBirdMan</title>
		<link>http://blog.jonudell.net/2008/11/18/visual-numeracy-for-collective-survival/#comment-125974</link>
		<dc:creator><![CDATA[DBirdMan]]></dc:creator>
		<pubDate>Fri, 21 Nov 2008 18:37:10 +0000</pubDate>
		<guid isPermaLink="false">http://jonudell.wordpress.com/?p=834#comment-125974</guid>
		<description><![CDATA[&gt;The thing about cartograms, is that in
&gt;order to understand them, you have to be
&gt;quite “fluent” in maps and geography. And 
&gt;have a pretty sophisticated understanding 
&gt;of how maps are made, projections, some 
&gt;geometrical concepts, etc. to know exactly 
&gt;what the cartogram is and what it’s 
&gt;showing.

For those not well versed in maps/geography one of the slickest ways of presenting multivariate data is Chernoff Faces - EVERYONE knows what faces look like.  (Google it or take a look at http://mathworld.wolfram.com/ChernoffFace.html)]]></description>
		<content:encoded><![CDATA[<p>&gt;The thing about cartograms, is that in<br />
&gt;order to understand them, you have to be<br />
&gt;quite “fluent” in maps and geography. And<br />
&gt;have a pretty sophisticated understanding<br />
&gt;of how maps are made, projections, some<br />
&gt;geometrical concepts, etc. to know exactly<br />
&gt;what the cartogram is and what it’s<br />
&gt;showing.</p>
<p>For those not well versed in maps/geography one of the slickest ways of presenting multivariate data is Chernoff Faces &#8211; EVERYONE knows what faces look like.  (Google it or take a look at <a href="http://mathworld.wolfram.com/ChernoffFace.html" rel="nofollow">http://mathworld.wolfram.com/ChernoffFace.html</a>)</p>
]]></content:encoded>
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		<title>By: Reed</title>
		<link>http://blog.jonudell.net/2008/11/18/visual-numeracy-for-collective-survival/#comment-125959</link>
		<dc:creator><![CDATA[Reed]]></dc:creator>
		<pubDate>Wed, 19 Nov 2008 14:54:42 +0000</pubDate>
		<guid isPermaLink="false">http://jonudell.wordpress.com/?p=834#comment-125959</guid>
		<description><![CDATA[The thing about cartograms, is that in order to understand them, you have to be quite &quot;fluent&quot; in maps and geography. And have a pretty sophisticated understanding of how maps are made, projections, some geometrical concepts, etc. to know exactly what the cartogram is and what it&#039;s showing.

On the other hand, you could just write a list of &quot;top 10 countries with oil reserves&quot;.  No visual literacy required for that one, just the most basic numeracy.]]></description>
		<content:encoded><![CDATA[<p>The thing about cartograms, is that in order to understand them, you have to be quite &#8220;fluent&#8221; in maps and geography. And have a pretty sophisticated understanding of how maps are made, projections, some geometrical concepts, etc. to know exactly what the cartogram is and what it&#8217;s showing.</p>
<p>On the other hand, you could just write a list of &#8220;top 10 countries with oil reserves&#8221;.  No visual literacy required for that one, just the most basic numeracy.</p>
]]></content:encoded>
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	<item>
		<title>By: Jon Udell</title>
		<link>http://blog.jonudell.net/2008/11/18/visual-numeracy-for-collective-survival/#comment-125954</link>
		<dc:creator><![CDATA[Jon Udell]]></dc:creator>
		<pubDate>Wed, 19 Nov 2008 12:16:55 +0000</pubDate>
		<guid isPermaLink="false">http://jonudell.wordpress.com/?p=834#comment-125954</guid>
		<description><![CDATA[&gt; How potent would this be if we could make
&gt; it into a 15 second video showing the 
&gt; difference between where our oil comes 
&gt; from and where future reserves are?

That&#039;s something I wonder about a lot. Data shapes in motion may be better than data shapes arrayed as small multiples. But maybe not. I did this experiment after the 2004 election:

http://weblog.infoworld.com/udell/2004/11/03.html

See what you think. In retrospect I&#039;m not so sure.]]></description>
		<content:encoded><![CDATA[<p>&gt; How potent would this be if we could make<br />
&gt; it into a 15 second video showing the<br />
&gt; difference between where our oil comes<br />
&gt; from and where future reserves are?</p>
<p>That&#8217;s something I wonder about a lot. Data shapes in motion may be better than data shapes arrayed as small multiples. But maybe not. I did this experiment after the 2004 election:</p>
<p><a href="http://weblog.infoworld.com/udell/2004/11/03.html" rel="nofollow">http://weblog.infoworld.com/udell/2004/11/03.html</a></p>
<p>See what you think. In retrospect I&#8217;m not so sure.</p>
]]></content:encoded>
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	<item>
		<title>By: Jon Udell</title>
		<link>http://blog.jonudell.net/2008/11/18/visual-numeracy-for-collective-survival/#comment-125953</link>
		<dc:creator><![CDATA[Jon Udell]]></dc:creator>
		<pubDate>Wed, 19 Nov 2008 12:09:50 +0000</pubDate>
		<guid isPermaLink="false">http://jonudell.wordpress.com/?p=834#comment-125953</guid>
		<description><![CDATA[&gt; But it’s important to know when 
&gt; which visualization is appropriate.

Yes. Practice makes perfect -- or anyway, better. We need more opportunities to practice.]]></description>
		<content:encoded><![CDATA[<p>&gt; But it’s important to know when<br />
&gt; which visualization is appropriate.</p>
<p>Yes. Practice makes perfect &#8212; or anyway, better. We need more opportunities to practice.</p>
]]></content:encoded>
	</item>
	<item>
		<title>By: Jon Udell</title>
		<link>http://blog.jonudell.net/2008/11/18/visual-numeracy-for-collective-survival/#comment-125952</link>
		<dc:creator><![CDATA[Jon Udell]]></dc:creator>
		<pubDate>Wed, 19 Nov 2008 12:08:55 +0000</pubDate>
		<guid isPermaLink="false">http://jonudell.wordpress.com/?p=834#comment-125952</guid>
		<description><![CDATA[&gt; no more now, I promise

We appreciate all the pointers, Tony!]]></description>
		<content:encoded><![CDATA[<p>&gt; no more now, I promise</p>
<p>We appreciate all the pointers, Tony!</p>
]]></content:encoded>
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	<item>
		<title>By: Andrew Turner</title>
		<link>http://blog.jonudell.net/2008/11/18/visual-numeracy-for-collective-survival/#comment-125926</link>
		<dc:creator><![CDATA[Andrew Turner]]></dc:creator>
		<pubDate>Tue, 18 Nov 2008 18:31:22 +0000</pubDate>
		<guid isPermaLink="false">http://jonudell.wordpress.com/?p=834#comment-125926</guid>
		<description><![CDATA[Yes, these are cartograms ScapeToad is useful for generating these (http://chorogram.choros.ch/) 

But it&#039;s important to know when which visualization is appropriate. The tools for generating visualizations is increasingly prevalent, easy to use, and powerful: ManyEyes, GeoCommons, Swivel, and languages like Processing. However the importance will be, as it always has, on both exploration as well as proper use of these tools. 

However, the right visualizations and analyses, especially when created by experts or amateurs from varied domains, can be incredibly powerful and impacting.]]></description>
		<content:encoded><![CDATA[<p>Yes, these are cartograms ScapeToad is useful for generating these (<a href="http://chorogram.choros.ch/" rel="nofollow">http://chorogram.choros.ch/</a>) </p>
<p>But it&#8217;s important to know when which visualization is appropriate. The tools for generating visualizations is increasingly prevalent, easy to use, and powerful: ManyEyes, GeoCommons, Swivel, and languages like Processing. However the importance will be, as it always has, on both exploration as well as proper use of these tools. </p>
<p>However, the right visualizations and analyses, especially when created by experts or amateurs from varied domains, can be incredibly powerful and impacting.</p>
]]></content:encoded>
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		<title>By: Tony Hirst</title>
		<link>http://blog.jonudell.net/2008/11/18/visual-numeracy-for-collective-survival/#comment-125924</link>
		<dc:creator><![CDATA[Tony Hirst]]></dc:creator>
		<pubDate>Tue, 18 Nov 2008 17:49:29 +0000</pubDate>
		<guid isPermaLink="false">http://jonudell.wordpress.com/?p=834#comment-125924</guid>
		<description><![CDATA[PPS there&#039;s a cartogram tool at http://www.sacmeq.org/statplanet/ which looks to be seeded with various public data sets.

(no more now, I promise)]]></description>
		<content:encoded><![CDATA[<p>PPS there&#8217;s a cartogram tool at <a href="http://www.sacmeq.org/statplanet/" rel="nofollow">http://www.sacmeq.org/statplanet/</a> which looks to be seeded with various public data sets.</p>
<p>(no more now, I promise)</p>
]]></content:encoded>
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		<title>By: Mary Wallace</title>
		<link>http://blog.jonudell.net/2008/11/18/visual-numeracy-for-collective-survival/#comment-125923</link>
		<dc:creator><![CDATA[Mary Wallace]]></dc:creator>
		<pubDate>Tue, 18 Nov 2008 17:41:21 +0000</pubDate>
		<guid isPermaLink="false">http://jonudell.wordpress.com/?p=834#comment-125923</guid>
		<description><![CDATA[Leonard Shlain wrote &quot;From the Alphabet to the Goddess&quot; about the evolution of our thinking abilities and we are smack dab in the middle of a &#039;visual&#039; communication period.  SO anything visual is better than articles. How potent would this be if we could make it into a 15 second video showing the difference between where our oil comes from and where future reserves are?]]></description>
		<content:encoded><![CDATA[<p>Leonard Shlain wrote &#8220;From the Alphabet to the Goddess&#8221; about the evolution of our thinking abilities and we are smack dab in the middle of a &#8216;visual&#8217; communication period.  SO anything visual is better than articles. How potent would this be if we could make it into a 15 second video showing the difference between where our oil comes from and where future reserves are?</p>
]]></content:encoded>
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	<item>
		<title>By: Tony Hirst</title>
		<link>http://blog.jonudell.net/2008/11/18/visual-numeracy-for-collective-survival/#comment-125921</link>
		<dc:creator><![CDATA[Tony Hirst]]></dc:creator>
		<pubDate>Tue, 18 Nov 2008 16:38:20 +0000</pubDate>
		<guid isPermaLink="false">http://jonudell.wordpress.com/?p=834#comment-125921</guid>
		<description><![CDATA[PS there&#039;s a good collection of cartograms at http://www.worldmapper.org/
or if you prefer print, here&#039;s a cartogram collection in book form:

http://www.amazon.com/o/ASIN/0500514259/maproom-20/]]></description>
		<content:encoded><![CDATA[<p>PS there&#8217;s a good collection of cartograms at <a href="http://www.worldmapper.org/" rel="nofollow">http://www.worldmapper.org/</a><br />
or if you prefer print, here&#8217;s a cartogram collection in book form:</p>
<div style="width: 120px; text-align: center; background: #fff; border: 1px solid #aaa; margin: 3px; padding: 2px;">
<p style="margin: 10px 10px;"><a href="http://www.amazon.com/o/ASIN/0500514259/maproom-20/" target="_blank"><img src="http://ecx.images-amazon.com/images/I/51A12gSkLPL._SL500_PIsitb-sticker-arrow-big,TopRight,35,-73_OU01_SS100_.jpg" height="100" width="100" alt="Amazon.com: The Atlas of the Real World: Mapping the Way We Live (9780500514252): Daniel Dorling, Mark Newman, Anna Barford: Books" style="padding:0;margin:0;border:none;" /></a></p>
<p style="font-size: 10px;"><a href="http://www.amazon.com/o/ASIN/0500514259/maproom-20/" target="_blank">Amazon.com: The Atlas of the Real World: Mapping the Way We Live (9780500514252): Daniel Dorling, Mark Newman, Anna Barford: Books</a></p>
<p style="font-size: 10px;">
<p style="margin: 10px 15px;"><a href="http://www.amazon.com/o/ASIN/0500514259/maproom-20/" target="_blank"><img alt="Buy from Amazon" src="http://ecx.images-amazon.com/images/G/01/buttons/buy-from-tan.gif"" style="padding:0;margin:0;border:none;" /></a></p>
</p></div>
]]></content:encoded>
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		<title>By: Tony Hirst</title>
		<link>http://blog.jonudell.net/2008/11/18/visual-numeracy-for-collective-survival/#comment-125919</link>
		<dc:creator><![CDATA[Tony Hirst]]></dc:creator>
		<pubDate>Tue, 18 Nov 2008 16:03:35 +0000</pubDate>
		<guid isPermaLink="false">http://jonudell.wordpress.com/?p=834#comment-125919</guid>
		<description><![CDATA[&quot;What do you call this kind of projection, where country size is proportional to a variable?&quot;

I think they&#039;re called cartograms, aren&#039;t they?

eg US 2008 election results, by state, according to various functions:
http://www-personal.umich.edu/~mejn/election/2008/

I guess you can approximate the effect with a &#039;proportional symbol&#039; map, eg where the size of a circle over each state represents some variable.

Where the colour or shading is a function of the variable of interest, I think the map is a choropleth map?]]></description>
		<content:encoded><![CDATA[<p>&#8220;What do you call this kind of projection, where country size is proportional to a variable?&#8221;</p>
<p>I think they&#8217;re called cartograms, aren&#8217;t they?</p>
<p>eg US 2008 election results, by state, according to various functions:<br />
<a href="http://www-personal.umich.edu/~mejn/election/2008/" rel="nofollow">http://www-personal.umich.edu/~mejn/election/2008/</a></p>
<p>I guess you can approximate the effect with a &#8216;proportional symbol&#8217; map, eg where the size of a circle over each state represents some variable.</p>
<p>Where the colour or shading is a function of the variable of interest, I think the map is a choropleth map?</p>
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