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	<title>The online home of Rufus Pollock &#187; Data Digging</title>
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		<title>OpenHDI: Open Human Development Index</title>
		<link>http://rufuspollock.org/2011/01/07/openhdi-open-human-development-index/</link>
		<comments>http://rufuspollock.org/2011/01/07/openhdi-open-human-development-index/#comments</comments>
		<pubDate>Fri, 07 Jan 2011 10:00:56 +0000</pubDate>
		<dc:creator>Rufus Pollock</dc:creator>
				<category><![CDATA[Code]]></category>
		<category><![CDATA[Data Digging]]></category>
		<category><![CDATA[Economics]]></category>
		<category><![CDATA[Open Data]]></category>
		<category><![CDATA[Open Knowledge Foundation]]></category>
		<category><![CDATA[Own Work]]></category>
		<category><![CDATA[Shuttleworth Fellow]]></category>

		<guid isPermaLink="false">http://rufuspollock.org/?p=818</guid>
		<description><![CDATA[A few members of the <a href="http://okfn.org/">Open Knowledge Foundation&#8217;s</a> nascent <a href="http://wiki.okfn.org/wg/economics">open economics working group</a> are having a code-sprint this Friday and Saturday to work on an app for the world bank competition currently called &#8216;Open HDI&#8217; (Human Development Index): [Update] <a href="http://yourtopia.net">http://yourtopia.net</a> we&#8217;ve renamed to YourTopia <a href="http://openhdi.org/">http://openhdi.org/</a> &#8211; stub website (it&#8217;s what we&#8217;ll [...]]]></description>
			<content:encoded><![CDATA[<p>A few members of the <a href="http://okfn.org/">Open Knowledge Foundation&#8217;s</a> nascent <a href="http://wiki.okfn.org/wg/economics">open economics working group</a> are having a code-sprint this Friday and Saturday to work on an app for the world bank competition currently called &#8216;Open HDI&#8217; (Human Development Index):</p>

<ul>
<li><strong>[Update] <a href="http://yourtopia.net">http://yourtopia.net</a> we&#8217;ve renamed to YourTopia</strong> </li>
<li><strike><a href="http://openhdi.org/">http://openhdi.org/</a></strike> &#8211; stub website (it&#8217;s what we&#8217;ll make today and tomorrow!)</li>
<li><a href="http://okfnpad.org/openhdi">http://okfnpad.org/openhdi</a> &#8211; planning pad</li>
<li><a href="http://bitbucket.org/okfn/openhdi">http://bitbucket.org/okfn/openhdi</a> &#8211; source code and data</li>
</ul>

<p>The idea is to look at &#8216;development beyond GDP&#8217; by collecting weightings on particular aspects of &#8216;development&#8217; (health, education, gdp, inequality) from users and using that to build our own human development index.</p>

<p>We first talked about this a few months ago at the open economics online meetup. Dirk Heine and Guo Xu then put together an excellent demo version: <a href="http://eutopia.guoxu.org/">http://eutopia.guoxu.org/</a> and now we&#8217;re working to take that to the status of a full app!</p>
]]></content:encoded>
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		<slash:comments>1</slash:comments>
		</item>
		<item>
		<title>Progress in the last 3 months</title>
		<link>http://rufuspollock.org/2010/12/01/progress-in-the-last-3-months/</link>
		<comments>http://rufuspollock.org/2010/12/01/progress-in-the-last-3-months/#comments</comments>
		<pubDate>Wed, 01 Dec 2010 16:30:51 +0000</pubDate>
		<dc:creator>Rufus Pollock</dc:creator>
				<category><![CDATA[Data Digging]]></category>
		<category><![CDATA[Economics]]></category>
		<category><![CDATA[Innovation and Intellectual Property]]></category>
		<category><![CDATA[Open Data]]></category>
		<category><![CDATA[Open Knowledge Foundation]]></category>
		<category><![CDATA[Own Work]]></category>
		<category><![CDATA[Shuttleworth Fellow]]></category>

		<guid isPermaLink="false">http://rufuspollock.org/?p=757</guid>
		<description><![CDATA[As part of my Shuttleworth Fellowship I&#8217;m preparing quarterly reports on what I&#8217;ve been up to. So, herewith are some some highlights from the last 3 months. Talks and Events <a href="http://opengovernmentdata.org/camp2010/">Open Government Data Camp 18-19 Nov 2010</a> &#8211; Organized by myself and colleagues at the Open Knowledge Foundation. Over 300 participants from over 30 [...]]]></description>
			<content:encoded><![CDATA[<p>As part of my Shuttleworth Fellowship I&#8217;m preparing quarterly reports on what I&#8217;ve been up to. So, herewith are some some highlights from the last 3 months.</p>

<h3>Talks and Events</h3>

<ul>
<li><a href="http://opengovernmentdata.org/camp2010/">Open Government Data Camp 18-19 Nov 2010</a> &#8211; Organized by myself and colleagues at the Open Knowledge Foundation. Over 300 participants from over 30 countries. More at <a href="http://opengovernmentdata.org/camp2010/">http://opengovernmentdata.org/camp2010/</a>

<ul>
<li>My <a href="http://rufuspollock.org/2010/11/24/open-government-data-goes-global-ogdcamp-keynote/">introductory talk at OGD Camp</a></li>
<li>UK Government made a <a href="http://www.number10.gov.uk/news/latest-news/2010/11/government-spending-data-published-2-57257">major announcement</a> of renewed commitment to open data at a press conference co-hosted by OKF which coincided with the camp (<a href="http://www.youtube.com/watch?v=0stXV_fWWtU">UK PM video</a>)</li>
</ul></li>
<li>Talks at <a href="http://rufuspollock.org/2010/09/21/speaking-at-picnic-10-in-amsterdam/">Picnic 2010 (Amsterdam)</a>, <a href="http://rufuspollock.org/2010/10/21/speaking-today-at-media140-dataconomy-event/">dataconomy (London)</a>, <a href="http://rufuspollock.org/2010/10/01/government-2-0-camp-berlin/">Gov2.0 (Berlin)</a>, <a href="http://rufuspollock.org/2010/10/28/speaking-at-2010-online-news-association-conference/">ONA 2010 (Washington)</a> including detour to MIT (Media Lab and Sloan) and Harvard (Berkman and Bibliographic data folks).</li>
<li><a href="http://blog.okfn.org/2010/08/17/workshop-on-open-bibliographic-data-and-the-public-domain/">Workshop on Open Bibliographic Data and the Public Domain Workshop</a> (Berlin Oct 2010)</li>
</ul>

<h3>Open Data Projects</h3>

<ul>
<li><a href="http://blog.okfn.org/2010/11/23/milestone-for-open-bibliographic-data-british-library-release-3-million-records/">Milestone release of 3 million open bibliographic records</a> from the British Library with this material on the web at <a href="http://bibliographica.org/">http://bibliographica.org/</a> &#8211; native RDF bibliographic web application

<ul>
<li>The release was part of the <a href="http://openbiblio.net/p/jiscopenbib/">JISC-funded OpenBib project</a> &#8212; on which OKF is a partner and in which I am personally participating</li>
</ul></li>
<li><a href="http://wheredoesmymoneygo.org/">Where Does My Money Go?</a> &#8211; <a href="http://data.wheredoesmymoneygo.org/">data store</a>

<ul>
<li><a href="http://wheredoesmymoneygo.org/2010/12/01/where-does-my-money-go-phase-2-a-review-and-some-next-steps/">v2.0 release</a> (<a href="http://wheredoesmymoneygo.org/2010/11/24/video-introducing-where-does-my-money-go/">screencast</a>) &#8211; culmination of 6 months of work, project was a finalist for the BIMAs</li>
<li>Major attention around release of <a href="http://wheredoesmymoneygo.org/2010/11/19/how-to-explore-government-spending-over-25000-on-wheredoesmymoneygo/">25k spending</a> in the UK (19th November)</li>
<li>Coded pure javascript <a href="http://rufuspollock.org/2010/10/27/where-does-my-money-go-spending-explorer-using-protovis-and-jquery/">WDMMG data store explorer</a> (and contributed to lots of other parts of the codebase)</li>
</ul></li>
<li><a href="http://ckan.org/">CKAN (software)</a>, <a href="http://okfn.org/projects/datapkg/">datapkg</a> and <a href="http://ckan.net/">Comprehensive Knowledge Archive Network (CKAN.net)</a>

<ul>
<li><a href="http://blog.okfn.org/2010/11/30/ckan-v12-released-together-with-datapkg-v07/">Major release of CKAN (v1.2)</a></li>
<li><a href="http://rufuspollock.org/2010/11/29/datapkg-0-7-released/">Major datapkg release (v0.7)</a> (my coding)</li>
<li><a href="http://ckan.net/">http://ckan.net/</a> reaches 1550 packages</li>
</ul></li>
<li><a href="http://wiki.okfn.org/Open_Data_Manual">Open Data Manual</a> &#8211; <a href="http://blog.okfn.org/2010/09/30/open-data-manual-book-sprint/">Open Data Manual sprint in Berlin (Oct 2010)</a></li>
<li><a href="http://rufuspollock.org/2010/11/11/open-source-annotation-toolkit-for-inline-online-web-annotation/">Annotation Toolkit</a></li>
<li><a href="http://openshakespeare.org/">Open Shakespeare</a> meetups</li>
</ul>

<h3>General</h3>

<ul>
<li>Work on developing the German Chapter of the OKF</li>
<li>Partcipation in meetings of the <a href="http://data.gov.uk/blog/new-public-sector-transparency-board-and-public-data-transparency-principles">UK Public Sector Transparency Board</a></li>
<li>Published <a href="http://rufuspollock.org/2010/10/11/papers-on-the-size-and-value-of-eu-public-domain/">working papers on the Size and Value of the Public Domain</a></li>
</ul>
]]></content:encoded>
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		</item>
		<item>
		<title>Where Does My Money Go? Spending Explorer using Protovis and jQuery</title>
		<link>http://rufuspollock.org/2010/10/27/where-does-my-money-go-spending-explorer-using-protovis-and-jquery/</link>
		<comments>http://rufuspollock.org/2010/10/27/where-does-my-money-go-spending-explorer-using-protovis-and-jquery/#comments</comments>
		<pubDate>Wed, 27 Oct 2010 08:50:12 +0000</pubDate>
		<dc:creator>Rufus Pollock</dc:creator>
				<category><![CDATA[Code]]></category>
		<category><![CDATA[Data Digging]]></category>
		<category><![CDATA[Javascript]]></category>
		<category><![CDATA[Open Data]]></category>
		<category><![CDATA[Own Work]]></category>
		<category><![CDATA[Shuttleworth Fellow]]></category>
		<category><![CDATA[Software]]></category>

		<guid isPermaLink="false">http://rufuspollock.org/?p=729</guid>
		<description><![CDATA[Over the last couple of months I&#8217;ve been playing around with <a href="http://vis.stanford.edu/protovis/">Protovis</a> in my spare time to create an interactive pure javascript <a href="http://rufuspollock.org/wdmmg/explorer.html">Government Spending Explorer</a> for <a href="http://wheredoesmymoneygo.org/">Where Does My Money Go?</a> (<a href="http://data.wheredoesmymoneygo.org/api/">datastore api</a>): Explorer: <a href="http://rufuspollock.org/wdmmg/explorer.html">http://rufuspollock.org/wdmmg/explorer.html</a> Source: <a href="http://bitbucket.org/okfn/wdmmg-js/src/tip/src/explorer.html">http://bitbucket.org/okfn/wdmmg-js/src/tip/src/explorer.html</a> Warning: won&#8217;t work in IE (atm due to lack of svg support) [...]]]></description>
			<content:encoded><![CDATA[<p>Over the last couple of months I&#8217;ve been playing around with <a href="http://vis.stanford.edu/protovis/">Protovis</a> in my spare time to create an interactive pure javascript <a href="http://rufuspollock.org/wdmmg/explorer.html">Government Spending
Explorer</a> for <a href="http://wheredoesmymoneygo.org/">Where Does My Money Go?</a> (<a href="http://data.wheredoesmymoneygo.org/api/">datastore api</a>):</p>

<ul>
<li>Explorer: <a href="http://rufuspollock.org/wdmmg/explorer.html">http://rufuspollock.org/wdmmg/explorer.html</a></li>
<li>Source: <a href="http://bitbucket.org/okfn/wdmmg-js/src/tip/src/explorer.html">http://bitbucket.org/okfn/wdmmg-js/src/tip/src/explorer.html</a></li>
</ul>

<p>Warning: won&#8217;t work in IE (atm due to lack of svg support) and works
best (i.e. fastest) in Chrome!</p>

<p>I&#8217;d be interested in any feedback and any suggestions for experience with protovis or any other javascript libraries (I&#8217;ve also used flot and thejit a bit). In particular one thing a bit lacking currently in protovis is any animation (something that&#8217;s goodin thejit &#8230;).</p>

<p>Features:</p>

<ul>
<li>True &#8216;explorer&#8217;: you can choose any set of breakdown &#8216;keys&#8217; to visualize</li>
<li>Primary &#8216;financial bubbles&#8217; view with interactive navigation into bubbles

<ul>
<li>Support for arbitrary depth of data &#8216;tree&#8217; so you can keep
navigating down (though currently limited by user interface to select
at most 3 levels)</li>
</ul></li>
<li>Multiple other visualizations including treemap, sunburst,
dendrogram and &#8216;icicle&#8217;</li>
<li>Time support</li>
<li>View the source data in table or as json</li>
</ul>

<p>I&#8217;m sure there&#8217;s tons to improve especially on the usability (e.g.
should default labels have amounts in them?) so if you take a look
please let me know any feedback.</p>

<p>Some specific limitations:</p>

<ul>
<li>Does not work in IE &#8212; but hope to fix this using svg.js soon</li>
<li>Colours and general &#8216;look&#8217; could be improved &#8212; help wanted!</li>
<li>Occasional bugs e.g. weird redraws &#8212; if you find one please let me know</li>
</ul>
]]></content:encoded>
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		</item>
		<item>
		<title>Author &#8220;Significance&#8221; From Catalogue Data</title>
		<link>http://rufuspollock.org/2009/11/05/author-significance-from-catalogue-data/</link>
		<comments>http://rufuspollock.org/2009/11/05/author-significance-from-catalogue-data/#comments</comments>
		<pubDate>Thu, 05 Nov 2009 14:34:23 +0000</pubDate>
		<dc:creator>Rufus Pollock</dc:creator>
				<category><![CDATA[Culture and Society]]></category>
		<category><![CDATA[Data Digging]]></category>
		<category><![CDATA[Economics]]></category>
		<category><![CDATA[EUPD]]></category>
		<category><![CDATA[Knowledge Systems]]></category>
		<category><![CDATA[Own Work]]></category>

		<guid isPermaLink="false">http://www.rufuspollock.org/2009/11/05/author-significance-from-catalogue-data/</guid>
		<description><![CDATA[Continues the <a href="/tags/eupd/">series of post related to analyzing catalogue data</a>, here are some stats on author &#8220;significance&#8221; as measured by the number of book entries (&#8216;items&#8217;) for that author in the Cambridge University Library catalogue from 1400-1960 (there being 1m+ such entries). I&#8217;ve termed this measure &#8220;significance&#8221; (with intentional quotes) as it co-mingles a [...]]]></description>
			<content:encoded><![CDATA[<p>Continues the <a href="/tags/eupd/">series of post related to analyzing catalogue data</a>, here are some stats on author &#8220;significance&#8221; as measured by the number of book entries (&#8216;items&#8217;) for that author in the Cambridge University Library catalogue from <strong>1400-1960</strong> (there being 1m+ such entries).</p>

<p>I&#8217;ve termed this measure &#8220;significance&#8221; (with intentional quotes) as it co-mingles a variety of factors:</p>

<ul>
<li>Prolificness &#8212; how many distinct works an author produced (since usually each work will get an item)</li>
<li>Popularity &#8212; this influences how many times the same work gets reissued as a new &#8216;item&#8217; and the library decision to keep the item</li>
<li>Merit &#8212; as for popularity</li>
</ul>

<p>The following table shows the top 50 authors by &#8220;significance&#8221;. Some of the authors aren&#8217;t real people but entities such as &#8220;Great Britain. Parliament&#8221; and for our purposes can be ignored. What&#8217;s most striking to me is how closely the listing correlates with the standard literary canon. Other features of note:</p>

<ul>
<li>Shakespeare is number 1 (2)</li>
<li>Classics (latin/greek) authors are well-represented with Cicero at number 2 (4), Horace at 5 (9) followed Homer, Euripides, Ovid, Plato, Aeschylus, Xenophon, Sophocles, Aristophanes and Euclid.</li>
<li>Surprise entries (from a contemporary perspective): Hannah More, Oliver Goldsmith, Gilbert Burnet (perhaps accounted by his prolificity).</li>
<li>Also surprising is limited entries from 19th century UK with only Scott (26), Dickens (28) and Byron (41)</li>
</ul>

<p>&lt;</p>

<p>table class=&#8221;data&#8221;><thead><tr><th>Rank</th><th>No. of Items</th><th>Name</th></tr></thead>
<tbody>
<tr><td>1</td><td>3112</td><td>Great Britain. Parliament.</td></tr>
<tr><td>2</td><td>1154</td><td>Shakespeare, William</td></tr>Here&#8217;s
<tr><td>3</td><td>1076</td><td>Church of England.</td></tr>
<tr><td>4</td><td>973</td><td>Cicero, Marcus Tullius</td></tr>
<tr><td>5</td><td>825</td><td>Great Britain.</td></tr>
<tr><td>6</td><td>766</td><td>Catholic Church.</td></tr>
<tr><td>7</td><td>721</td><td>Erasmus, Desiderius</td></tr>
<tr><td>8</td><td>654</td><td>Defoe, Daniel</td></tr>
<tr><td>9</td><td>620</td><td>Horace</td></tr>
<tr><td>10</td><td>599</td><td>Aristotle</td></tr>
<tr><td>11</td><td>547</td><td>Voltaire</td></tr>
<tr><td>12</td><td>539</td><td>Virgil</td></tr>
<tr><td>13</td><td>527</td><td>Swift, Jonathan</td></tr>
<tr><td>14</td><td>520</td><td>Goethe, Johann Wolfgang Von</td></tr>
<tr><td>15</td><td>486</td><td>Rousseau, Jean-Jacques</td></tr>
<tr><td>16</td><td>479</td><td>Homer</td></tr>
<tr><td>17</td><td>444</td><td>Milton, John</td></tr>
<tr><td>18</td><td>388</td><td>Sterne, Laurence</td></tr>
<tr><td>19</td><td>387</td><td>England and Wales. Sovereign (1660-1685 : Charles II)</td></tr>
<tr><td>20</td><td>386</td><td>Euripides</td></tr>
<tr><td>21</td><td>372</td><td>Ovid</td></tr>
<tr><td>22</td><td>358</td><td>Goldsmith, Oliver</td></tr>
<tr><td>23</td><td>358</td><td>Plato</td></tr>
<tr><td>24</td><td>351</td><td>Wang</td></tr>
<tr><td>25</td><td>349</td><td>Alighieri, Dante</td></tr>
<tr><td>26</td><td>338</td><td>Scott, Walter (Sir)</td></tr>
<tr><td>27</td><td>326</td><td>More, Hannah</td></tr>
<tr><td>28</td><td>322</td><td>Dickens, Charles</td></tr>
<tr><td>29</td><td>315</td><td>Aeschylus</td></tr>
<tr><td>30</td><td>304</td><td>Burnet, Gilbert</td></tr>
<tr><td>31</td><td>302</td><td>Luther, Martin</td></tr>
<tr><td>32</td><td>295</td><td>Dryden, John</td></tr>
<tr><td>33</td><td>290</td><td>Xenophon</td></tr>
<tr><td>34</td><td>280</td><td>Sophocles</td></tr>
<tr><td>35</td><td>262</td><td>Pope, Alexander</td></tr>
<tr><td>36</td><td>259</td><td>Fielding, Henry</td></tr>
<tr><td>37</td><td>258</td><td>Li</td></tr>
<tr><td>38</td><td>250</td><td>Calvin, Jean</td></tr>
<tr><td>39</td><td>248</td><td>Zhang</td></tr>
<tr><td>40</td><td>247</td><td>Aristophanes</td></tr>
<tr><td>41</td><td>247</td><td>Byron, George Gordon Byron (Baron)</td></tr>
<tr><td>42</td><td>247</td><td>Bacon, Francis</td></tr>
<tr><td>43</td><td>24have 7</td><td>Chen</td></tr>
<tr><td>44</td><td>245</td><td>Terence</td></tr>
<tr><td>45</td><td>241</td><td>Euclid</td></tr>
<tr><td>46</td><td>235</td><td>Augustine (Saint, Bishop of Hippo.)</td></tr>
<tr><td>47</td><td>232</td><td>Burke, Edmund</td></tr>
<tr><td>48</td><td>223</td><td>Johnson, Samuel</td></tr>
<tr><td>49</td><td>222</td><td>Bunyan, John</td></tr>
<tr><td>50</td><td>222</td><td>De la Mare, Walter</td></tr>
</tbody></p>

<p></p><p class="caption">Top 50 authors based on CUL Catalogue 1400-1960</p>

<p>The other thing we could look at is the overall distribution of titles per author (and how it varies with rank &#8212; a classic &#8220;is it a power law&#8221; question). Below are the histogram (NB log scale for counts) together with a plot of rank against count (which equates, v. crudely, to a transposed plot of the tail of the histogram &#8230;). In both cases it looks (!) like a power-law is a reasonable fit given the (approximate) linearity but this should be backed up with a proper K-S test.</p>

<p><a href='http://www.rufuspollock.org/wp-content/uploads/2009/11/culbooks_person-item-hist-logxlogy.png' title='culbooks_person-item-hist-logxlogy.png'><img class="display medium" src='http://www.rufuspollock.org/wp-content/uploads/2009/11/culbooks_person-item-hist-logxlogy.png' alt='culbooks_person-item-hist-logxlogy.png' /></a>
</p><p class="caption">Histogram of items-per-author distribution (log-log)</p>

<p><a href='http://www.rufuspollock.org/wp-content/uploads/2009/11/culbooks_person-item-by-rank-logxlogy.png' title='culbooks_person-item-by-rank-logxlogy.png'><img class="display medium" src='http://www.rufuspollock.org/wp-content/uploads/2009/11/culbooks_person-item-by-rank-logxlogy.png' alt='culbooks_person-item-by-rank-logxlogy.png' /></a></p>

<p></p><p class="caption">Rank versus no. of items (log-log)</p>

<h3>TODO</h3>

<ul>
<li>K-S tests</li>
<li>Extend data to present day</li>
<li>Check against other catalogue data</li>
<li>Look at occurrence of people in title names</li>
<li>Look at when items appear over time</li>
</ul>

<h3>Colophon</h3>

<p>Code to generate table and graphs in the open <a href="http://knowledgeforge.net/pdw/hg/">Public Domain Works repository</a>, specifically method &#8216;person&#95;work&#95;and&#95;item&#95;counts&#8217; in this file: <a href="http://knowledgeforge.net/pdw/hg/file/tip/contrib/stats.py">http://knowledgeforge.net/pdw/hg/file/tip/contrib/stats.py</a></p>
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			<wfw:commentRss>http://rufuspollock.org/2009/11/05/author-significance-from-catalogue-data/feed/</wfw:commentRss>
		<slash:comments>2</slash:comments>
		</item>
	</channel>
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