<?xml version="1.0" encoding="UTF-8"?>
<rss version="2.0"
	xmlns:content="http://purl.org/rss/1.0/modules/content/"
	xmlns:wfw="http://wellformedweb.org/CommentAPI/"
	xmlns:dc="http://purl.org/dc/elements/1.1/"
	xmlns:atom="http://www.w3.org/2005/Atom"
	xmlns:sy="http://purl.org/rss/1.0/modules/syndication/"
	xmlns:slash="http://purl.org/rss/1.0/modules/slash/"
	>

<channel>
	<title>The Politics of Systems &#187; statistics</title>
	<atom:link href="http://thepoliticsofsystems.net/category/statistics/feed/" rel="self" type="application/rss+xml" />
	<link>http://thepoliticsofsystems.net</link>
	<description>Thoughts on Power and Software</description>
	<lastBuildDate>Thu, 22 Jul 2010 17:27:30 +0000</lastBuildDate>
	<generator>http://wordpress.org/?v=2.9.2</generator>
	<language>en</language>
	<sy:updatePeriod>hourly</sy:updatePeriod>
	<sy:updateFrequency>1</sy:updateFrequency>
			<item>
		<title>counting or weighing and Tarde again</title>
		<link>http://thepoliticsofsystems.net/2010/07/03/counting-or-weighing-and-tarde-again/</link>
		<comments>http://thepoliticsofsystems.net/2010/07/03/counting-or-weighing-and-tarde-again/#comments</comments>
		<pubDate>Sat, 03 Jul 2010 19:37:25 +0000</pubDate>
		<dc:creator>bernhard</dc:creator>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[epistemolgy]]></category>
		<category><![CDATA[social networks]]></category>
		<category><![CDATA[statistics]]></category>

		<guid isPermaLink="false">http://thepoliticsofsystems.net/?p=108</guid>
		<description><![CDATA[Gabriel Tarde is a springwell of interesting &#8211; and sometimes positively weird &#8211; ideas. In his 1899 article L&#8217;opinion et la conversation (reprinted in his 1901 book L&#8217;opinion et la foule), the French judge/sociologist makes the following comment:
Il n&#8217;y [dans un Etat féodal, BR] avait pas &#8220;l&#8217;opinion&#8221;, mais des milliers d&#8217;opinions séparées, sans nul lien [...]]]></description>
			<content:encoded><![CDATA[<p>Gabriel Tarde is a springwell of interesting &#8211; and sometimes positively weird &#8211; ideas. In his 1899 article <a href="http://www.infoamerica.org/teoria_articulos/tarde14.pdf"><em>L&#8217;opinion et la conversation</em></a> (reprinted in his 1901 book <a href="http://classiques.uqac.ca/.../opinion_et_la_foule/opinion_et_foule.html"><em>L&#8217;opinion et la foule</em></a>), the French judge/sociologist makes the following comment:</p>
<blockquote><p>Il n&#8217;y [dans un Etat féodal, BR] avait pas &#8220;l&#8217;opinion&#8221;, mais des milliers d&#8217;opinions séparées, sans nul lien continuel entre elles. Ce lien, le livre d&#8217;abord, le journal ensuite et avec bien plus d&#8217;efficacité, l&#8217;ont seuls fourni. La presse périodique a permis de former un agrégat secondaire et très supérieur dont les unités s&#8217;associent étroitement sans s&#8217;être jamais vues ni connues. De là, des différences importantes, et, entre autre, celles-ci : dans les groupes primaires [des groupes locales basés sur la conversation, BR], les voix <em>ponderantur</em> plutôt que <em>numerantur</em>, tandis que, dans le groupe secondaire et beaucoup plus vaste, où l&#8217;on se tient sans se voir, à l&#8217;aveugle, les voix ne peuvent être que comptées et non pesées. La presse, à son insu, a donc travaillé à créer la <em>puissance du nombre</em> et à amoindrir celle du caractère, sinon de l&#8217;intelligence.</p></blockquote>
<p>After a quick survey, I haven&#8217;t found an English translation anywhere &#8211; there might be one in <a href="http://www.amazon.com/communication-social-influence-Selected-sociology/dp/B0006BYYFK">here</a> &#8211; so here&#8217;s my own (taking some liberties to make it easier to read):</p>
<blockquote><p>[In a feudal state, BR] there was no &#8220;opinion&#8221; but thousands of separate opinions, without any steady connection between them. This connection was only delivered by first the book, then, and with greater efficiency, the newspaper. The periodical press allowed for the formation of a secondary and higher-order aggregate whose units associate closely without ever having seen or known each other. Several important differences follow from this, amongst others, this one: in primary  groups [local groups based on conversation, BR], voices <em>ponderantur</em> rather than <em>numerantur</em>, while in the secondary and much larger group, where people connect without seeing each other &#8211; blind &#8211; voices can only be counted and cannot be weighed. The press has thus unknowingly labored towards giving rise to the <em>power of the number</em> and reducing the power of character, if not of intelligence.</p></blockquote>
<p>Two things are interesting here: first, Lazarsfeld, Berelson, and Gaudet&#8217;s classic study from 1945,<em> The People&#8217;s Choice</em>, and even more so Lazarsfeld&#8217;s canonical <em>Personal Influence</em> (with Elihu Katz, 1955) are seen as a rehabilitation of the significance (for the formation of opinion) of interpersonal communication at a time when media were considered all-powerful brainwashing machines by theorists such as Adorno and Horkheimer (Adorno actually worked with/for Lazarsfeld in the 30ies, where Lazarsfeld tried to force poor Adorno into &#8220;measuring culture&#8221;, which may have soured the latter to any empirical inquiry, but that&#8217;s a story for another time). Tarde&#8217;s work on conversation (the first order medium) is theoretically quite sophisticated &#8211; floating against the backdrop of Tarde&#8217;s theory of <em>imitation</em> as basic mechanism of cultural production &#8211; and actually succeeds in thinking together everyday conversation and mass-media without creating any kind of onerous dichotomy.<em> L&#8217;opinion et la conversation</em> would merit an inclusion into any history of communication science and it should come as no surprise that Elihu Katz actually published a <a href="http://ann.sagepub.com/cgi/content/abstract/566/1/144">paper</a> on Tarde in 1999.</p>
<p>Second, the difference between <em>ponderantur</em> (weighing) and <em>numerantur</em> (counting) is at the same time rather self-evident &#8211; an object&#8217;s weight and it&#8217;s number are logically quite different things &#8211; and somewhat puzzling: it reminds us that while measurement does indeed create a universe of number where every variable can be compared to any other, the aspects of reality we choose to measure remain connected to a conceptual backdrop that is by itself neither numerical nor mathematical. What Tarde calls &#8220;character&#8221; is a person&#8217;s capacity to influence, to entice imitation, not the size of her social network.</p>
<p>I&#8217;m currently working on a software tool that helps studying Twitter and while sifting through the literature I came across this citation from a 2010 <a href="http://an.kaist.ac.kr/~mycha/docs/icwsm2010_cha.pdf">paper</a> by Cha et al.:</p>
<blockquote><p>We describe how we collected the Twitter data and present the characteristics of the top users based on three influence measures: indegree, retweets, and mentions.</p></blockquote>
<p>Besides the immense problem of defining influence in non trivial terms, I wonder whether many of the studies on (social) networks that pop up all over the place are hoping to <em>weigh</em> but end up <em>counting</em> again. What would it mean, then, to weigh a person&#8217;s influence? What kind of concepts would we have to develop and what could be indicators? In our project we use the bit.ly API to look at clickstream referers &#8211; if several people post the same link, who succeeds in getting the most people to click it &#8211; but this may be yet another count that says little or nothing about how a link will be uses/read/received by a person. But perhaps this is as far as the &#8220;hard&#8221; data can take us. But is that really a problem? The one thing I love about Tarde is how he can jump from a quantitative worldview to beautiful theoretical speculation and back with a smile on his face&#8230;</p>
]]></content:encoded>
			<wfw:commentRss>http://thepoliticsofsystems.net/2010/07/03/counting-or-weighing-and-tarde-again/feed/</wfw:commentRss>
		<slash:comments>2</slash:comments>
		</item>
		<item>
		<title>the computational turn</title>
		<link>http://thepoliticsofsystems.net/2010/03/12/the-computational-turn/</link>
		<comments>http://thepoliticsofsystems.net/2010/03/12/the-computational-turn/#comments</comments>
		<pubDate>Fri, 12 Mar 2010 07:19:26 +0000</pubDate>
		<dc:creator>bernhard</dc:creator>
				<category><![CDATA[abstract]]></category>
		<category><![CDATA[algorithms]]></category>
		<category><![CDATA[critique]]></category>
		<category><![CDATA[epistemolgy]]></category>
		<category><![CDATA[statistics]]></category>

		<guid isPermaLink="false">http://thepoliticsofsystems.net/?p=66</guid>
		<description><![CDATA[My colleague Theo Röhle and  I went to the Computational Turn conference this week. While I would have preferred to hear a bit more on truly digital research methodology (in the fully scientific sense of the word &#8220;method&#8221;), the day was really quite interesting and the weather unexpectedly gorgeous. Most of the papers are available [...]]]></description>
			<content:encoded><![CDATA[<p>My colleague <a href="http://netzmedium.de/">Theo Röhle</a> and  I went to the <a href="http://www.thecomputationalturn.com/">Computational Turn</a> conference this week. While I would have preferred to hear a bit more on truly digital research methodology (in the fully scientific sense of the word &#8220;method&#8221;), the day was really quite interesting and the weather unexpectedly gorgeous. Most of the papers are available on the <a href="http://www.thecomputationalturn.com/">conference site</a>, make sure to have a look. The <a href="http://docs.google.com/viewer?a=v&amp;pid=sites&amp;srcid=ZGVmYXVsdGRvbWFpbnxkbWJlcnJ5fGd4OjE2NmI3ODg4OTQ1OGYwNjc">text</a> I wrote with Theo tried to structure some of the epistemological challenges and problems to take into account when working with digital methods. Here&#8217;s a tidbit:</p>
<blockquote><p>&#8230;digital technology is set to change the way scholars work with their material, how they &#8220;see&#8221; it and interact with it. The question is, now, how well the humanities are prepared for these transformations. If there truly is a paradigm shift on the horizon, we will have to dig deeper into the methodological assumptions that are folded into the new tools. We will need to uncover the concepts and models that have carried over from different disciplines into the programs we employ today&#8230;</p></blockquote>
]]></content:encoded>
			<wfw:commentRss>http://thepoliticsofsystems.net/2010/03/12/the-computational-turn/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>&#8220;seeing&#8221; the Web and a Karl Pearson citation</title>
		<link>http://thepoliticsofsystems.net/2009/07/24/seeing-the-web-and-and-a-karl-pearson-citation/</link>
		<comments>http://thepoliticsofsystems.net/2009/07/24/seeing-the-web-and-and-a-karl-pearson-citation/#comments</comments>
		<pubDate>Fri, 24 Jul 2009 10:29:11 +0000</pubDate>
		<dc:creator>bernhard</dc:creator>
				<category><![CDATA[actor-network theory]]></category>
		<category><![CDATA[epistemolgy]]></category>
		<category><![CDATA[network theory]]></category>
		<category><![CDATA[statistics]]></category>

		<guid isPermaLink="false">http://thepoliticsofsystems.net/?p=50</guid>
		<description><![CDATA[Over the last couple of years, the social sciences have been increasingly interested in using computer-based tools to analyze the complexity of the social ant farm that is the Web. Issuecrawler was one of the first of such tools and today researchers are indeed using very sophisticated pieces of software to &#8220;see&#8221; the Web. Sciences-Po, [...]]]></description>
			<content:encoded><![CDATA[<p>Over the last couple of years, the social sciences have been increasingly interested in using computer-based tools to analyze the complexity of the social ant farm that is the Web. <a href="http://www.issuecrawler.net" target="_blank">Issuecrawler</a> was one of the first of such tools and today researchers are indeed using very sophisticated pieces of software to <a href="http://rtgi.fr/" target="_blank">&#8220;see&#8221; the Web</a>. Sciences-Po, one of these rather strange french institutions that were founded to educate the elite but which now have to increasingly justify their existence by producing research, has recently hired Bruno Latour to head their new <a href="http://medialab.sciences-po.fr" target="_blank">médialab</a>, which will most probably head into that very direction. Given Latour&#8217;s background (and the fact that Paul Girard, a very competent former colleague at my lab, heads the R&amp;D departement), this should be really very  interesting. I do hope that there will be occasion to tackle the most compelling methodological question when in comes to the application of computers (or mathematics in general) to analyzing human life, which is beautifully framed in a rather reluctant statement from 1889 by Karl Pearson, a major figure in the history of statistics:</p>
<blockquote><p>&#8220;Personally I ought to say that there is, in my own opinion, considerable danger in applying the methods of exact science to problems in descriptive science, whether they be problems of heredity or of political economy; the grace and logical accuracy of the mathematical processes are apt to so fascinate the descriptive scientist that he seeks for sociological hypotheses which fit his mathematical reasoning and this without first ascertaining whether the basis of his hypotheses is as broad as that human life to which the theory is to be applied.&#8221; cit. in. Stigler, Stephen M.: The History of Statistics. Harvard University Press, 1990 p. 304</p></blockquote>
]]></content:encoded>
			<wfw:commentRss>http://thepoliticsofsystems.net/2009/07/24/seeing-the-web-and-and-a-karl-pearson-citation/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>a Tarde citation</title>
		<link>http://thepoliticsofsystems.net/2008/09/14/a-tarde-citation/</link>
		<comments>http://thepoliticsofsystems.net/2008/09/14/a-tarde-citation/#comments</comments>
		<pubDate>Sun, 14 Sep 2008 09:06:22 +0000</pubDate>
		<dc:creator>bernhard</dc:creator>
				<category><![CDATA[critique]]></category>
		<category><![CDATA[privacy]]></category>
		<category><![CDATA[social networks]]></category>
		<category><![CDATA[statistics]]></category>
		<category><![CDATA[surveillance]]></category>

		<guid isPermaLink="false">http://thepoliticsofsystems.net/2008/09/14/a-tarde-citation/</guid>
		<description><![CDATA[Continuing in the direction of exploring statistics as an instrument of power more characteristic of contemporary society than means of surveillance centered on individuals, I found a quite beautiful citation by French sociologist Gabriel Tarde in his Les Lois de l&#8217;imitation (1890/2001, p.192f):
Si la statistique continue à faire des progrès qu&#8217;elle a faits depuis plusieurs [...]]]></description>
			<content:encoded><![CDATA[<p>Continuing in the direction of exploring statistics as an instrument of power more characteristic of contemporary society than means of surveillance centered on individuals, I found a quite beautiful citation by French sociologist Gabriel Tarde in his <em>Les Lois de l&#8217;imitation</em> (1890/2001, p.192f):</p>
<blockquote><p>Si la statistique continue à faire des progrès qu&#8217;elle a faits depuis plusieurs années, si les informations qu&#8217;elle nous fournit vont se perfectionnant, s&#8217;accélérant, se régularisant, se multipliant toujours, il pourra venir un moment où, de chaque fait social en train de s&#8217;accomplir, il s&#8217;échappera pour ainsi dire automatiquement un chiffre, lequel ira immédiatement prendre son rang sur les registres de la statistique continuellement communiquée au public et répandue en dessins par la presse quotidienne.</p></blockquote>
<p>And here&#8217;s my translation (that&#8217;s service, folks):</p>
<blockquote><p>If statistics continues to make the progress it has made for several years now, if the information it provides us with continues to become more perfect, faster, more regular, steadily multiplying, there might come the moment where from every social fact taking place springs &#8211; so to speak &#8211; automatically a number that would immediately take its place in the registers of the statistics continuously communicated to the public and distributed in graphic form by the daily press.</p></blockquote>
<p>When Tarde wrote this in 1890, he saw the progress of statistics as a boon that would allow a more rational governance and give society the means to discuss itself in a more informed, empirical fashion. Nowadays, online, a number springs from every social fact indeed but the resulting statistics are rarely a public good that enters public debate. User data on social networks will probably prove to be the very foundation of any business that is to be made with these platforms and will therefore stay jealously guarded. The digital town squares are quite private after all&#8230;</p>
]]></content:encoded>
			<wfw:commentRss>http://thepoliticsofsystems.net/2008/09/14/a-tarde-citation/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
	</channel>
</rss>
