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	<title>Comments on: Transparency trends (continued): A data-wrangling tale</title>
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	<link>http://blog.jonudell.net/2009/01/14/transparency-trends-continued-a-data-wrangling-tale/</link>
	<description>Strategies for Internet citizens</description>
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		<title>By: drulparee</title>
		<link>http://blog.jonudell.net/2009/01/14/transparency-trends-continued-a-data-wrangling-tale/#comment-136974</link>
		<dc:creator><![CDATA[drulparee]]></dc:creator>
		<pubDate>Tue, 14 Sep 2010 23:18:30 +0000</pubDate>
		<guid isPermaLink="false">http://blog.jonudell.net/?p=1059#comment-136974</guid>
		<description><![CDATA[There are many kinds of tears: sorrow, humiliation, guilt, shame, joyousness, young lady, despondency, hope. God knows them all and what is in our hearts. 

http://www.oohvoxel.com/img/kalach/young-latin-pussy.html  young latin pussy
But trouble is that Samson refused to think himself seriously or to resume Demiurge seriously.]]></description>
		<content:encoded><![CDATA[<p>There are many kinds of tears: sorrow, humiliation, guilt, shame, joyousness, young lady, despondency, hope. God knows them all and what is in our hearts. </p>
<p><a href="http://www.oohvoxel.com/img/kalach/young-latin-pussy.html" rel="nofollow">http://www.oohvoxel.com/img/kalach/young-latin-pussy.html</a>  young latin pussy<br />
But trouble is that Samson refused to think himself seriously or to resume Demiurge seriously.</p>
]]></content:encoded>
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	<item>
		<title>By: Månhus &#187; Länksprutning - 24 January 2009</title>
		<link>http://blog.jonudell.net/2009/01/14/transparency-trends-continued-a-data-wrangling-tale/#comment-126600</link>
		<dc:creator><![CDATA[Månhus &#187; Länksprutning - 24 January 2009]]></dc:creator>
		<pubDate>Sat, 24 Jan 2009 07:01:42 +0000</pubDate>
		<guid isPermaLink="false">http://blog.jonudell.net/?p=1059#comment-126600</guid>
		<description><![CDATA[[...] Transparency trends (continued): A data-wrangling tale [...]]]></description>
		<content:encoded><![CDATA[<p>[...] Transparency trends (continued): A data-wrangling tale [...]</p>
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	<item>
		<title>By: Invalid Argument &#187; Transparency trends (continued): A data-wrangling tale</title>
		<link>http://blog.jonudell.net/2009/01/14/transparency-trends-continued-a-data-wrangling-tale/#comment-126530</link>
		<dc:creator><![CDATA[Invalid Argument &#187; Transparency trends (continued): A data-wrangling tale]]></dc:creator>
		<pubDate>Mon, 19 Jan 2009 10:43:11 +0000</pubDate>
		<guid isPermaLink="false">http://blog.jonudell.net/?p=1059#comment-126530</guid>
		<description><![CDATA[[...] via Transparency trends (continued): A data-wrangling tale « Jon Udell. [...]]]></description>
		<content:encoded><![CDATA[<p>[...] via Transparency trends (continued): A data-wrangling tale « Jon Udell. [...]</p>
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	</item>
	<item>
		<title>By: Jon Udell</title>
		<link>http://blog.jonudell.net/2009/01/14/transparency-trends-continued-a-data-wrangling-tale/#comment-126510</link>
		<dc:creator><![CDATA[Jon Udell]]></dc:creator>
		<pubDate>Fri, 16 Jan 2009 20:28:26 +0000</pubDate>
		<guid isPermaLink="false">http://blog.jonudell.net/?p=1059#comment-126510</guid>
		<description><![CDATA[&gt; But now I won’t.

Why not? There are a zillion good solutions worth mentioning. 

I focused on Excel here because I wanted to try the inline sparkline thing. 

Your comment prompted me to check if GSheets can insert a sparkline image from an URL like http://bitworking.org/projects/sparklines/spark.cgi?type=smooth&amp;d=88,84,82,92,82,86,66,82,44,64,66,88,96,80,24,26,14,0,0,26,8,6,6,24,52,66,36,6,10,14,30&amp;height=20&amp;limits=0,100&amp;min-m=false&amp;max-m=false&amp;last-m=false&amp;min-color=red&amp;max-color=blue&amp;last-color=green&amp;step=2.

It can, but onto the sheet not into a cell. 

Putting multiple sparklines into a column, and then sorting on other columns, was a nice aspect of this experiment, and one that I&#039;ve yet to replicate online.]]></description>
		<content:encoded><![CDATA[<p>&gt; But now I won’t.</p>
<p>Why not? There are a zillion good solutions worth mentioning. </p>
<p>I focused on Excel here because I wanted to try the inline sparkline thing. </p>
<p>Your comment prompted me to check if GSheets can insert a sparkline image from an URL like <a href="http://bitworking.org/projects/sparklines/spark.cgi?type=smooth&#038;d=88,84,82,92,82,86,66,82,44,64,66,88,96,80,24,26,14,0,0,26,8,6,6,24,52,66,36,6,10,14,30&#038;height=20&#038;limits=0,100&#038;min-m=false&#038;max-m=false&#038;last-m=false&#038;min-color=red&#038;max-color=blue&#038;last-color=green&#038;step=2" rel="nofollow">http://bitworking.org/projects/sparklines/spark.cgi?type=smooth&#038;d=88,84,82,92,82,86,66,82,44,64,66,88,96,80,24,26,14,0,0,26,8,6,6,24,52,66,36,6,10,14,30&#038;height=20&#038;limits=0,100&#038;min-m=false&#038;max-m=false&#038;last-m=false&#038;min-color=red&#038;max-color=blue&#038;last-color=green&#038;step=2</a>.</p>
<p>It can, but onto the sheet not into a cell. </p>
<p>Putting multiple sparklines into a column, and then sorting on other columns, was a nice aspect of this experiment, and one that I&#8217;ve yet to replicate online.</p>
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		<title>By: Tom Clancy</title>
		<link>http://blog.jonudell.net/2009/01/14/transparency-trends-continued-a-data-wrangling-tale/#comment-126508</link>
		<dc:creator><![CDATA[Tom Clancy]]></dc:creator>
		<pubDate>Fri, 16 Jan 2009 17:20:59 +0000</pubDate>
		<guid isPermaLink="false">http://blog.jonudell.net/?p=1059#comment-126508</guid>
		<description><![CDATA[Ah, the Excel thing is the deal-breaker. Otherwise I was going to mention a way of getting XML out of an online HTML table &lt;a href=&quot;http://ouseful.wordpress.com/2008/10/14/data-scraping-wikipedia-with-google-spreadsheets/&quot; rel=&quot;nofollow&quot;&gt;semi-automagically via Google Spreadsheets&lt;/a&gt;. But not I won&#039;t.]]></description>
		<content:encoded><![CDATA[<p>Ah, the Excel thing is the deal-breaker. Otherwise I was going to mention a way of getting XML out of an online HTML table <a href="http://ouseful.wordpress.com/2008/10/14/data-scraping-wikipedia-with-google-spreadsheets/" rel="nofollow">semi-automagically via Google Spreadsheets</a>. But not I won&#8217;t.</p>
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	<item>
		<title>By: Jon Udell</title>
		<link>http://blog.jonudell.net/2009/01/14/transparency-trends-continued-a-data-wrangling-tale/#comment-126501</link>
		<dc:creator><![CDATA[Jon Udell]]></dc:creator>
		<pubDate>Thu, 15 Jan 2009 17:08:02 +0000</pubDate>
		<guid isPermaLink="false">http://blog.jonudell.net/?p=1059#comment-126501</guid>
		<description><![CDATA[&gt; Did you consider trying to do all the
&gt; work in Resolver 

Yes. But In Resolver I couldn&#039;t, among other things, use an Excel sparkline add-in, and that was part of what I wanted to explore.]]></description>
		<content:encoded><![CDATA[<p>&gt; Did you consider trying to do all the<br />
&gt; work in Resolver </p>
<p>Yes. But In Resolver I couldn&#8217;t, among other things, use an Excel sparkline add-in, and that was part of what I wanted to explore.</p>
]]></content:encoded>
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		<title>By: Mark</title>
		<link>http://blog.jonudell.net/2009/01/14/transparency-trends-continued-a-data-wrangling-tale/#comment-126499</link>
		<dc:creator><![CDATA[Mark]]></dc:creator>
		<pubDate>Thu, 15 Jan 2009 16:11:24 +0000</pubDate>
		<guid isPermaLink="false">http://blog.jonudell.net/?p=1059#comment-126499</guid>
		<description><![CDATA[You mention not liking to move back and forth between Excel and Python.  Did you consider trying to do all the work in Resolver http://resolversystems.com/ which you profiled earlier on your blog?]]></description>
		<content:encoded><![CDATA[<p>You mention not liking to move back and forth between Excel and Python.  Did you consider trying to do all the work in Resolver <a href="http://resolversystems.com/" rel="nofollow">http://resolversystems.com/</a> which you profiled earlier on your blog?</p>
]]></content:encoded>
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	<item>
		<title>By: Jon Udell</title>
		<link>http://blog.jonudell.net/2009/01/14/transparency-trends-continued-a-data-wrangling-tale/#comment-126496</link>
		<dc:creator><![CDATA[Jon Udell]]></dc:creator>
		<pubDate>Thu, 15 Jan 2009 13:27:57 +0000</pubDate>
		<guid isPermaLink="false">http://blog.jonudell.net/?p=1059#comment-126496</guid>
		<description><![CDATA[&gt; The sheer insanity of that video still 
&gt; makes me laugh.

There&#039;s nothing insane about it at all. Disney made animations a cel at a time. Pixar still does, thanks to automation.

I often want to see a &quot;small multiples&quot; display as a movie. One not-entirely-successful experiment along those lines:

http://weblog.infoworld.com/udell/2004/11/03.html

In general, I&#039;m fascinated by the evolution toward animated infographics that only really work interactively:

http://move.rmi.org/features/oilmap.html

This is cool. And yet, I would like to see more granularity. You ought to be able to bookmark any frame for reference. You ought to be able to grab the sequence of frames and render it in alternate ways, even as a printed &quot;small multiples&quot; poster.]]></description>
		<content:encoded><![CDATA[<p>&gt; The sheer insanity of that video still<br />
&gt; makes me laugh.</p>
<p>There&#8217;s nothing insane about it at all. Disney made animations a cel at a time. Pixar still does, thanks to automation.</p>
<p>I often want to see a &#8220;small multiples&#8221; display as a movie. One not-entirely-successful experiment along those lines:</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>In general, I&#8217;m fascinated by the evolution toward animated infographics that only really work interactively:</p>
<p><a href="http://move.rmi.org/features/oilmap.html" rel="nofollow">http://move.rmi.org/features/oilmap.html</a></p>
<p>This is cool. And yet, I would like to see more granularity. You ought to be able to bookmark any frame for reference. You ought to be able to grab the sequence of frames and render it in alternate ways, even as a printed &#8220;small multiples&#8221; poster.</p>
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	<item>
		<title>By: Jon Udell</title>
		<link>http://blog.jonudell.net/2009/01/14/transparency-trends-continued-a-data-wrangling-tale/#comment-126495</link>
		<dc:creator><![CDATA[Jon Udell]]></dc:creator>
		<pubDate>Thu, 15 Jan 2009 13:13:00 +0000</pubDate>
		<guid isPermaLink="false">http://blog.jonudell.net/?p=1059#comment-126495</guid>
		<description><![CDATA[&gt; Publishing data in this way, while not
&gt; necessarily improving your experience of
&gt; getting it into Excel, would greatly lower
&gt; the barriers to remixing from other sites…

JSON is a beautiful thing. But when we of the geek tribe discuss the pros and cons of JSON vs XML vs CSV, we&#039;re off in the weeds.

The problems I ran into here have nothing to do with delivery format. It&#039;s all in the data management. As we saw here, typos, variant encodings, and format inconsistencies were expressed identically in HTML and XLS, and would be expressed the same way in JSON or XML or any other deliver format.

We need to give people more upstream assistance so they can avoid the typos, variant encodings, and format inconsistencies in the first place.]]></description>
		<content:encoded><![CDATA[<p>&gt; Publishing data in this way, while not<br />
&gt; necessarily improving your experience of<br />
&gt; getting it into Excel, would greatly lower<br />
&gt; the barriers to remixing from other sites…</p>
<p>JSON is a beautiful thing. But when we of the geek tribe discuss the pros and cons of JSON vs XML vs CSV, we&#8217;re off in the weeds.</p>
<p>The problems I ran into here have nothing to do with delivery format. It&#8217;s all in the data management. As we saw here, typos, variant encodings, and format inconsistencies were expressed identically in HTML and XLS, and would be expressed the same way in JSON or XML or any other deliver format.</p>
<p>We need to give people more upstream assistance so they can avoid the typos, variant encodings, and format inconsistencies in the first place.</p>
]]></content:encoded>
	</item>
	<item>
		<title>By: Jon Udell</title>
		<link>http://blog.jonudell.net/2009/01/14/transparency-trends-continued-a-data-wrangling-tale/#comment-126494</link>
		<dc:creator><![CDATA[Jon Udell]]></dc:creator>
		<pubDate>Thu, 15 Jan 2009 13:06:20 +0000</pubDate>
		<guid isPermaLink="false">http://blog.jonudell.net/?p=1059#comment-126494</guid>
		<description><![CDATA[&gt; Top 100 ways to write: Guns N’ Roses –
&gt; Knockin’ on Heaven’s Door

Of course Jeff Jonas would say this is a good thing. This cloud of associations is a better definition of the entity!]]></description>
		<content:encoded><![CDATA[<p>&gt; Top 100 ways to write: Guns N’ Roses –<br />
&gt; Knockin’ on Heaven’s Door</p>
<p>Of course Jeff Jonas would say this is a good thing. This cloud of associations is a better definition of the entity!</p>
]]></content:encoded>
	</item>
	<item>
		<title>By: Jon Udell</title>
		<link>http://blog.jonudell.net/2009/01/14/transparency-trends-continued-a-data-wrangling-tale/#comment-126493</link>
		<dc:creator><![CDATA[Jon Udell]]></dc:creator>
		<pubDate>Thu, 15 Jan 2009 12:32:08 +0000</pubDate>
		<guid isPermaLink="false">http://blog.jonudell.net/?p=1059#comment-126493</guid>
		<description><![CDATA[&gt; For example, we have the CPI for several
&gt; years on GeoCommons. 

I have looked at GeoCommons before, very nice!

How would you use it to compare, say, CPI 2008 vs world income inequality?

I just tried that, and could not come up with a visualization I liked. Would be interested to see your solution.]]></description>
		<content:encoded><![CDATA[<p>&gt; For example, we have the CPI for several<br />
&gt; years on GeoCommons. </p>
<p>I have looked at GeoCommons before, very nice!</p>
<p>How would you use it to compare, say, CPI 2008 vs world income inequality?</p>
<p>I just tried that, and could not come up with a visualization I liked. Would be interested to see your solution.</p>
]]></content:encoded>
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		<title>By: Chris Gemignani</title>
		<link>http://blog.jonudell.net/2009/01/14/transparency-trends-continued-a-data-wrangling-tale/#comment-126488</link>
		<dc:creator><![CDATA[Chris Gemignani]]></dc:creator>
		<pubDate>Thu, 15 Jan 2009 03:15:57 +0000</pubDate>
		<guid isPermaLink="false">http://blog.jonudell.net/?p=1059#comment-126488</guid>
		<description><![CDATA[In the realm of pure Excel hackery, one technique is to use Visual Basic to flip data underneath a chart through a technique like this:

http://www.juiceanalytics.com/writing/why-make-100-charts-when-one-will-do/

This changes the data underneath a chart allowing you to use one chart to display hundreds of data series. 

You can then use VB Chart.Export (not sure exactly what the function call is) to write each of those charts out to hundreds of GIF images. Then include those charts in your HTML.

We&#039;ve used this successfully a number of times, the most extreme example being this video:

http://www.juiceanalytics.com/writing/extreme-excel-charts/

The sheer insanity of that video still makes me laugh.]]></description>
		<content:encoded><![CDATA[<p>In the realm of pure Excel hackery, one technique is to use Visual Basic to flip data underneath a chart through a technique like this:</p>
<p><a href="http://www.juiceanalytics.com/writing/why-make-100-charts-when-one-will-do/" rel="nofollow">http://www.juiceanalytics.com/writing/why-make-100-charts-when-one-will-do/</a></p>
<p>This changes the data underneath a chart allowing you to use one chart to display hundreds of data series. </p>
<p>You can then use VB Chart.Export (not sure exactly what the function call is) to write each of those charts out to hundreds of GIF images. Then include those charts in your HTML.</p>
<p>We&#8217;ve used this successfully a number of times, the most extreme example being this video:</p>
<p><a href="http://www.juiceanalytics.com/writing/extreme-excel-charts/" rel="nofollow">http://www.juiceanalytics.com/writing/extreme-excel-charts/</a></p>
<p>The sheer insanity of that video still makes me laugh.</p>
]]></content:encoded>
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	<item>
		<title>By: John Locke</title>
		<link>http://blog.jonudell.net/2009/01/14/transparency-trends-continued-a-data-wrangling-tale/#comment-126487</link>
		<dc:creator><![CDATA[John Locke]]></dc:creator>
		<pubDate>Thu, 15 Jan 2009 01:55:13 +0000</pubDate>
		<guid isPermaLink="false">http://blog.jonudell.net/?p=1059#comment-126487</guid>
		<description><![CDATA[Interesting post... did a quick look to see if I could import into OpenOffice, since I don&#039;t use Microsoft tools... and yes I could, though not with any graphical preview... found it under Insert -&gt; Link to External Data, inserted the URL and hit enter. Then I got a list of things it could import, but no preview.

Anyway, the main thing I wanted to bring up was proposing to use an emerging standard: JSON Rest. I&#039;m in active development on a project using the Dojo Toolkit, and the folks over there are pioneering ways of representing data in ways that become easy to consume and manipulate. The Dojo DataGrid can get plugged into a variety of data formats, but the fastest/easiest is a simple javascript array of rows, with each row an object with each field name and field data. Publishing data in this way, while not necessarily improving your experience of getting it into Excel, would greatly lower the barriers to remixing from other sites...

A thought, anyway...]]></description>
		<content:encoded><![CDATA[<p>Interesting post&#8230; did a quick look to see if I could import into OpenOffice, since I don&#8217;t use Microsoft tools&#8230; and yes I could, though not with any graphical preview&#8230; found it under Insert -&gt; Link to External Data, inserted the URL and hit enter. Then I got a list of things it could import, but no preview.</p>
<p>Anyway, the main thing I wanted to bring up was proposing to use an emerging standard: JSON Rest. I&#8217;m in active development on a project using the Dojo Toolkit, and the folks over there are pioneering ways of representing data in ways that become easy to consume and manipulate. The Dojo DataGrid can get plugged into a variety of data formats, but the fastest/easiest is a simple javascript array of rows, with each row an object with each field name and field data. Publishing data in this way, while not necessarily improving your experience of getting it into Excel, would greatly lower the barriers to remixing from other sites&#8230;</p>
<p>A thought, anyway&#8230;</p>
]]></content:encoded>
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		<title>By: Koranteng Ofosu-Amaah</title>
		<link>http://blog.jonudell.net/2009/01/14/transparency-trends-continued-a-data-wrangling-tale/#comment-126485</link>
		<dc:creator><![CDATA[Koranteng Ofosu-Amaah]]></dc:creator>
		<pubDate>Thu, 15 Jan 2009 01:20:34 +0000</pubDate>
		<guid isPermaLink="false">http://blog.jonudell.net/?p=1059#comment-126485</guid>
		<description><![CDATA[The Ivory Coast dilemma reminds me a another anecdote in data wrangling. The last fm folks (who have to deal with the vagaries of user-submitted mp3 metadata) were experimenting last year with a &lt;a href=&quot;http://blog.last.fm/2008/03/25/fingerprinting-and-metadata-progress-report&quot; rel=&quot;nofollow&quot;&gt;fingerprinting technique to normalize metadata&lt;/a&gt;. They came up with &lt;a&gt;Top 100 ways to write: Guns N’ Roses – Knockin’ on Heaven’s Door&lt;/a&gt;.

Special Characters galore and its Siamese twin Structured Data.]]></description>
		<content:encoded><![CDATA[<p>The Ivory Coast dilemma reminds me a another anecdote in data wrangling. The last fm folks (who have to deal with the vagaries of user-submitted mp3 metadata) were experimenting last year with a <a href="http://blog.last.fm/2008/03/25/fingerprinting-and-metadata-progress-report" rel="nofollow">fingerprinting technique to normalize metadata</a>. They came up with <a>Top 100 ways to write: Guns N’ Roses – Knockin’ on Heaven’s Door</a>.</p>
<p>Special Characters galore and its Siamese twin Structured Data.</p>
]]></content:encoded>
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		<title>By: Andrew Turner</title>
		<link>http://blog.jonudell.net/2009/01/14/transparency-trends-continued-a-data-wrangling-tale/#comment-126484</link>
		<dc:creator><![CDATA[Andrew Turner]]></dc:creator>
		<pubDate>Thu, 15 Jan 2009 00:39:05 +0000</pubDate>
		<guid isPermaLink="false">http://blog.jonudell.net/?p=1059#comment-126484</guid>
		<description><![CDATA[Nice flexibility on those maneuvers! I have my own Ruby toolkit for scraping/munging/joining data and exporting as a nicer format for using in other tools.

Of course, it&#039;s also possible for various services to wrangle this data and offer it in more broadly used formats.

For example, we have the CPI for several years &lt;a href=&quot;http://finder.geocommons.com/searches?query=Corruption&quot; rel=&quot;nofollow&quot;&gt;on GeoCommons&lt;/a&gt;. Download as Shapefile, KML, and CSV - or visualize against other open data.]]></description>
		<content:encoded><![CDATA[<p>Nice flexibility on those maneuvers! I have my own Ruby toolkit for scraping/munging/joining data and exporting as a nicer format for using in other tools.</p>
<p>Of course, it&#8217;s also possible for various services to wrangle this data and offer it in more broadly used formats.</p>
<p>For example, we have the CPI for several years <a href="http://finder.geocommons.com/searches?query=Corruption" rel="nofollow">on GeoCommons</a>. Download as Shapefile, KML, and CSV &#8211; or visualize against other open data.</p>
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